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Thesis/log/wikidata12k_0.001

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update viz util
2023-06-24 04:11:17 +00:00
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
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