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Thesis/log/wikidata12k_1n

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update viz util
2023-06-24 04:11:17 +00:00
2023-05-06 16:49:20,508 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False}
2023-05-06 16:50:50,178 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False}
2023-05-07 01:52:21,186 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False}
2023-05-07 01:52:29,056 - wikidata12k_1n - [INFO] - [E:0| 0]: Train Loss:0.69813, Val MRR:0.0, wikidata12k_1n
2023-05-07 01:53:31,449 - wikidata12k_1n - [INFO] - [E:0| 100]: Train Loss:0.36818, Val MRR:0.0, wikidata12k_1n
2023-05-07 01:54:33,910 - wikidata12k_1n - [INFO] - [E:0| 200]: Train Loss:0.24098, Val MRR:0.0, wikidata12k_1n
2023-05-07 01:55:36,506 - wikidata12k_1n - [INFO] - [E:0| 300]: Train Loss:0.17888, Val MRR:0.0, wikidata12k_1n
2023-05-07 01:56:39,120 - wikidata12k_1n - [INFO] - [E:0| 400]: Train Loss:0.14237, Val MRR:0.0, wikidata12k_1n
2023-05-07 01:57:41,694 - wikidata12k_1n - [INFO] - [E:0| 500]: Train Loss:0.11836, Val MRR:0.0, wikidata12k_1n
2023-05-07 01:58:44,260 - wikidata12k_1n - [INFO] - [E:0| 600]: Train Loss:0.10135, Val MRR:0.0, wikidata12k_1n
2023-05-07 01:59:47,009 - wikidata12k_1n - [INFO] - [E:0| 700]: Train Loss:0.088688, Val MRR:0.0, wikidata12k_1n
2023-05-07 02:00:49,704 - wikidata12k_1n - [INFO] - [E:0| 800]: Train Loss:0.078874, Val MRR:0.0, wikidata12k_1n
2023-05-07 02:01:52,335 - wikidata12k_1n - [INFO] - [E:0| 900]: Train Loss:0.07105, Val MRR:0.0, wikidata12k_1n
2023-05-07 02:02:54,958 - wikidata12k_1n - [INFO] - [E:0| 1000]: Train Loss:0.064663, Val MRR:0.0, wikidata12k_1n
2023-05-07 02:03:57,619 - wikidata12k_1n - [INFO] - [E:0| 1100]: Train Loss:0.059354, Val MRR:0.0, wikidata12k_1n
2023-05-07 02:05:00,383 - wikidata12k_1n - [INFO] - [E:0| 1200]: Train Loss:0.054869, Val MRR:0.0, wikidata12k_1n
2023-05-07 02:06:03,163 - wikidata12k_1n - [INFO] - [E:0| 1300]: Train Loss:0.051031, Val MRR:0.0, wikidata12k_1n
2023-05-07 02:07:05,948 - wikidata12k_1n - [INFO] - [E:0| 1400]: Train Loss:0.047706, Val MRR:0.0, wikidata12k_1n
2023-05-07 02:08:08,669 - wikidata12k_1n - [INFO] - [E:0| 1500]: Train Loss:0.044797, Val MRR:0.0, wikidata12k_1n
2023-05-07 02:09:11,420 - wikidata12k_1n - [INFO] - [E:0| 1600]: Train Loss:0.042233, Val MRR:0.0, wikidata12k_1n
2023-05-07 02:09:52,391 - wikidata12k_1n - [INFO] - [Epoch:0]: Training Loss:0.0407
2023-05-07 02:09:52,606 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 02:10:13,818 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 02:10:26,142 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 02:10:47,550 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 02:10:59,698 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 valid]:
MRR: Tail : 0.06042, Head : 0.00118, Avg : 0.0308
2023-05-07 02:11:00,762 - wikidata12k_1n - [INFO] - [Epoch 0]: Training Loss: 0.040702, Valid MRR: 0.0308,
2023-05-07 02:11:01,406 - wikidata12k_1n - [INFO] - [E:1| 0]: Train Loss:0.0033464, Val MRR:0.0308, wikidata12k_1n
2023-05-07 02:12:04,100 - wikidata12k_1n - [INFO] - [E:1| 100]: Train Loss:0.0033706, Val MRR:0.0308, wikidata12k_1n
2023-05-07 02:13:06,902 - wikidata12k_1n - [INFO] - [E:1| 200]: Train Loss:0.0032656, Val MRR:0.0308, wikidata12k_1n
2023-05-07 02:14:09,668 - wikidata12k_1n - [INFO] - [E:1| 300]: Train Loss:0.0031737, Val MRR:0.0308, wikidata12k_1n
2023-05-07 02:15:12,507 - wikidata12k_1n - [INFO] - [E:1| 400]: Train Loss:0.0030914, Val MRR:0.0308, wikidata12k_1n
2023-05-07 02:16:15,291 - wikidata12k_1n - [INFO] - [E:1| 500]: Train Loss:0.0030205, Val MRR:0.0308, wikidata12k_1n
2023-05-07 02:17:17,985 - wikidata12k_1n - [INFO] - [E:1| 600]: Train Loss:0.002949, Val MRR:0.0308, wikidata12k_1n
2023-05-07 02:18:20,672 - wikidata12k_1n - [INFO] - [E:1| 700]: Train Loss:0.0028912, Val MRR:0.0308, wikidata12k_1n
2023-05-07 02:19:23,361 - wikidata12k_1n - [INFO] - [E:1| 800]: Train Loss:0.0028364, Val MRR:0.0308, wikidata12k_1n
2023-05-07 02:20:26,045 - wikidata12k_1n - [INFO] - [E:1| 900]: Train Loss:0.0027847, Val MRR:0.0308, wikidata12k_1n
2023-05-07 02:21:28,732 - wikidata12k_1n - [INFO] - [E:1| 1000]: Train Loss:0.0027397, Val MRR:0.0308, wikidata12k_1n
2023-05-07 02:22:31,517 - wikidata12k_1n - [INFO] - [E:1| 1100]: Train Loss:0.0026956, Val MRR:0.0308, wikidata12k_1n
2023-05-07 02:23:34,278 - wikidata12k_1n - [INFO] - [E:1| 1200]: Train Loss:0.002655, Val MRR:0.0308, wikidata12k_1n
2023-05-07 02:24:37,088 - wikidata12k_1n - [INFO] - [E:1| 1300]: Train Loss:0.002618, Val MRR:0.0308, wikidata12k_1n
2023-05-07 02:25:39,945 - wikidata12k_1n - [INFO] - [E:1| 1400]: Train Loss:0.0025838, Val MRR:0.0308, wikidata12k_1n
2023-05-07 02:26:42,762 - wikidata12k_1n - [INFO] - [E:1| 1500]: Train Loss:0.0025495, Val MRR:0.0308, wikidata12k_1n
2023-05-07 02:27:45,587 - wikidata12k_1n - [INFO] - [E:1| 1600]: Train Loss:0.0025188, Val MRR:0.0308, wikidata12k_1n
2023-05-07 02:28:26,661 - wikidata12k_1n - [INFO] - [Epoch:1]: Training Loss:0.002498
2023-05-07 02:28:26,876 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 02:28:48,097 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 02:29:00,399 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 02:29:21,787 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 02:29:33,954 - wikidata12k_1n - [INFO] - [Evaluating Epoch 1 valid]:
MRR: Tail : 0.06221, Head : 0.00192, Avg : 0.03207
2023-05-07 02:29:34,930 - wikidata12k_1n - [INFO] - [Epoch 1]: Training Loss: 0.0024981, Valid MRR: 0.03207,
2023-05-07 02:29:35,579 - wikidata12k_1n - [INFO] - [E:2| 0]: Train Loss:0.0021833, Val MRR:0.03207, wikidata12k_1n
2023-05-07 02:30:38,414 - wikidata12k_1n - [INFO] - [E:2| 100]: Train Loss:0.0019995, Val MRR:0.03207, wikidata12k_1n
2023-05-07 02:31:41,219 - wikidata12k_1n - [INFO] - [E:2| 200]: Train Loss:0.0019884, Val MRR:0.03207, wikidata12k_1n
2023-05-07 02:32:44,047 - wikidata12k_1n - [INFO] - [E:2| 300]: Train Loss:0.0019871, Val MRR:0.03207, wikidata12k_1n
2023-05-07 02:33:46,904 - wikidata12k_1n - [INFO] - [E:2| 400]: Train Loss:0.0019755, Val MRR:0.03207, wikidata12k_1n
2023-05-07 02:34:49,677 - wikidata12k_1n - [INFO] - [E:2| 500]: Train Loss:0.0019677, Val MRR:0.03207, wikidata12k_1n
2023-05-07 02:35:52,474 - wikidata12k_1n - [INFO] - [E:2| 600]: Train Loss:0.001966, Val MRR:0.03207, wikidata12k_1n
2023-05-07 02:36:55,228 - wikidata12k_1n - [INFO] - [E:2| 700]: Train Loss:0.0019585, Val MRR:0.03207, wikidata12k_1n
2023-05-07 02:37:57,974 - wikidata12k_1n - [INFO] - [E:2| 800]: Train Loss:0.0019505, Val MRR:0.03207, wikidata12k_1n
2023-05-07 02:39:00,712 - wikidata12k_1n - [INFO] - [E:2| 900]: Train Loss:0.0019425, Val MRR:0.03207, wikidata12k_1n
2023-05-07 02:40:03,521 - wikidata12k_1n - [INFO] - [E:2| 1000]: Train Loss:0.0019371, Val MRR:0.03207, wikidata12k_1n
2023-05-07 02:41:06,323 - wikidata12k_1n - [INFO] - [E:2| 1100]: Train Loss:0.0019341, Val MRR:0.03207, wikidata12k_1n
2023-05-07 02:42:09,124 - wikidata12k_1n - [INFO] - [E:2| 1200]: Train Loss:0.0019284, Val MRR:0.03207, wikidata12k_1n
2023-05-07 02:43:11,826 - wikidata12k_1n - [INFO] - [E:2| 1300]: Train Loss:0.0019215, Val MRR:0.03207, wikidata12k_1n
2023-05-07 02:44:14,566 - wikidata12k_1n - [INFO] - [E:2| 1400]: Train Loss:0.0019151, Val MRR:0.03207, wikidata12k_1n
2023-05-07 02:45:17,353 - wikidata12k_1n - [INFO] - [E:2| 1500]: Train Loss:0.0019074, Val MRR:0.03207, wikidata12k_1n
2023-05-07 02:46:20,185 - wikidata12k_1n - [INFO] - [E:2| 1600]: Train Loss:0.0019006, Val MRR:0.03207, wikidata12k_1n
2023-05-07 02:47:01,228 - wikidata12k_1n - [INFO] - [Epoch:2]: Training Loss:0.001899
2023-05-07 02:47:01,443 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 02:47:22,651 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 02:47:34,935 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 02:47:56,325 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 02:48:08,489 - wikidata12k_1n - [INFO] - [Evaluating Epoch 2 valid]:
MRR: Tail : 0.11891, Head : 0.00363, Avg : 0.06127
2023-05-07 02:48:09,463 - wikidata12k_1n - [INFO] - [Epoch 2]: Training Loss: 0.0018994, Valid MRR: 0.06127,
2023-05-07 02:48:10,111 - wikidata12k_1n - [INFO] - [E:3| 0]: Train Loss:0.0015976, Val MRR:0.06127, wikidata12k_1n
2023-05-07 02:49:12,892 - wikidata12k_1n - [INFO] - [E:3| 100]: Train Loss:0.0018211, Val MRR:0.06127, wikidata12k_1n
2023-05-07 02:50:15,736 - wikidata12k_1n - [INFO] - [E:3| 200]: Train Loss:0.0018081, Val MRR:0.06127, wikidata12k_1n
2023-05-07 02:51:18,431 - wikidata12k_1n - [INFO] - [E:3| 300]: Train Loss:0.0018128, Val MRR:0.06127, wikidata12k_1n
2023-05-07 02:52:21,095 - wikidata12k_1n - [INFO] - [E:3| 400]: Train Loss:0.0018067, Val MRR:0.06127, wikidata12k_1n
2023-05-07 02:53:23,791 - wikidata12k_1n - [INFO] - [E:3| 500]: Train Loss:0.0018005, Val MRR:0.06127, wikidata12k_1n
2023-05-07 02:54:26,467 - wikidata12k_1n - [INFO] - [E:3| 600]: Train Loss:0.0018001, Val MRR:0.06127, wikidata12k_1n
2023-05-07 02:55:29,166 - wikidata12k_1n - [INFO] - [E:3| 700]: Train Loss:0.0018, Val MRR:0.06127, wikidata12k_1n
2023-05-07 02:56:31,920 - wikidata12k_1n - [INFO] - [E:3| 800]: Train Loss:0.0017924, Val MRR:0.06127, wikidata12k_1n
2023-05-07 02:57:34,626 - wikidata12k_1n - [INFO] - [E:3| 900]: Train Loss:0.0017956, Val MRR:0.06127, wikidata12k_1n
2023-05-07 02:58:37,411 - wikidata12k_1n - [INFO] - [E:3| 1000]: Train Loss:0.0017934, Val MRR:0.06127, wikidata12k_1n
2023-05-07 02:59:40,189 - wikidata12k_1n - [INFO] - [E:3| 1100]: Train Loss:0.0017927, Val MRR:0.06127, wikidata12k_1n
2023-05-07 03:00:42,944 - wikidata12k_1n - [INFO] - [E:3| 1200]: Train Loss:0.0017907, Val MRR:0.06127, wikidata12k_1n
2023-05-07 03:01:45,706 - wikidata12k_1n - [INFO] - [E:3| 1300]: Train Loss:0.0017887, Val MRR:0.06127, wikidata12k_1n
2023-05-07 03:02:48,450 - wikidata12k_1n - [INFO] - [E:3| 1400]: Train Loss:0.001787, Val MRR:0.06127, wikidata12k_1n
2023-05-07 03:03:51,208 - wikidata12k_1n - [INFO] - [E:3| 1500]: Train Loss:0.0017848, Val MRR:0.06127, wikidata12k_1n
2023-05-07 03:04:53,966 - wikidata12k_1n - [INFO] - [E:3| 1600]: Train Loss:0.0017844, Val MRR:0.06127, wikidata12k_1n
2023-05-07 03:05:34,975 - wikidata12k_1n - [INFO] - [Epoch:3]: Training Loss:0.001783
2023-05-07 03:05:35,190 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 03:05:56,407 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 03:06:08,676 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 03:06:30,038 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 03:06:42,198 - wikidata12k_1n - [INFO] - [Evaluating Epoch 3 valid]:
MRR: Tail : 0.11221, Head : 0.01417, Avg : 0.06319
2023-05-07 03:06:43,165 - wikidata12k_1n - [INFO] - [Epoch 3]: Training Loss: 0.0017828, Valid MRR: 0.06319,
2023-05-07 03:06:43,808 - wikidata12k_1n - [INFO] - [E:4| 0]: Train Loss:0.0020733, Val MRR:0.06319, wikidata12k_1n
2023-05-07 03:07:46,665 - wikidata12k_1n - [INFO] - [E:4| 100]: Train Loss:0.0017504, Val MRR:0.06319, wikidata12k_1n
2023-05-07 03:08:49,397 - wikidata12k_1n - [INFO] - [E:4| 200]: Train Loss:0.0017331, Val MRR:0.06319, wikidata12k_1n
2023-05-07 03:09:52,147 - wikidata12k_1n - [INFO] - [E:4| 300]: Train Loss:0.0017346, Val MRR:0.06319, wikidata12k_1n
2023-05-07 03:10:54,907 - wikidata12k_1n - [INFO] - [E:4| 400]: Train Loss:0.0017423, Val MRR:0.06319, wikidata12k_1n
2023-05-07 03:11:57,653 - wikidata12k_1n - [INFO] - [E:4| 500]: Train Loss:0.001739, Val MRR:0.06319, wikidata12k_1n
2023-05-07 03:13:00,429 - wikidata12k_1n - [INFO] - [E:4| 600]: Train Loss:0.0017404, Val MRR:0.06319, wikidata12k_1n
2023-05-07 03:14:03,187 - wikidata12k_1n - [INFO] - [E:4| 700]: Train Loss:0.0017347, Val MRR:0.06319, wikidata12k_1n
2023-05-07 03:15:05,951 - wikidata12k_1n - [INFO] - [E:4| 800]: Train Loss:0.0017331, Val MRR:0.06319, wikidata12k_1n
2023-05-07 03:16:08,768 - wikidata12k_1n - [INFO] - [E:4| 900]: Train Loss:0.0017322, Val MRR:0.06319, wikidata12k_1n
2023-05-07 03:17:11,528 - wikidata12k_1n - [INFO] - [E:4| 1000]: Train Loss:0.0017312, Val MRR:0.06319, wikidata12k_1n
2023-05-07 03:18:14,323 - wikidata12k_1n - [INFO] - [E:4| 1100]: Train Loss:0.0017263, Val MRR:0.06319, wikidata12k_1n
2023-05-07 03:19:17,116 - wikidata12k_1n - [INFO] - [E:4| 1200]: Train Loss:0.0017224, Val MRR:0.06319, wikidata12k_1n
2023-05-07 03:20:19,918 - wikidata12k_1n - [INFO] - [E:4| 1300]: Train Loss:0.0017203, Val MRR:0.06319, wikidata12k_1n
2023-05-07 03:21:22,635 - wikidata12k_1n - [INFO] - [E:4| 1400]: Train Loss:0.0017185, Val MRR:0.06319, wikidata12k_1n
2023-05-07 03:22:25,440 - wikidata12k_1n - [INFO] - [E:4| 1500]: Train Loss:0.0017168, Val MRR:0.06319, wikidata12k_1n
2023-05-07 03:23:28,238 - wikidata12k_1n - [INFO] - [E:4| 1600]: Train Loss:0.0017148, Val MRR:0.06319, wikidata12k_1n
2023-05-07 03:24:09,220 - wikidata12k_1n - [INFO] - [Epoch:4]: Training Loss:0.001714
2023-05-07 03:24:09,434 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 03:24:30,633 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 03:24:42,936 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 03:25:04,406 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 03:25:16,568 - wikidata12k_1n - [INFO] - [Evaluating Epoch 4 valid]:
MRR: Tail : 0.18771, Head : 0.01117, Avg : 0.09944
2023-05-07 03:25:17,547 - wikidata12k_1n - [INFO] - [Epoch 4]: Training Loss: 0.0017139, Valid MRR: 0.09944,
2023-05-07 03:25:18,192 - wikidata12k_1n - [INFO] - [E:5| 0]: Train Loss:0.00183, Val MRR:0.09944, wikidata12k_1n
2023-05-07 03:26:20,983 - wikidata12k_1n - [INFO] - [E:5| 100]: Train Loss:0.0016802, Val MRR:0.09944, wikidata12k_1n
2023-05-07 03:27:23,828 - wikidata12k_1n - [INFO] - [E:5| 200]: Train Loss:0.0016684, Val MRR:0.09944, wikidata12k_1n
2023-05-07 03:28:26,568 - wikidata12k_1n - [INFO] - [E:5| 300]: Train Loss:0.0016721, Val MRR:0.09944, wikidata12k_1n
2023-05-07 03:29:29,332 - wikidata12k_1n - [INFO] - [E:5| 400]: Train Loss:0.0016773, Val MRR:0.09944, wikidata12k_1n
2023-05-07 03:30:32,025 - wikidata12k_1n - [INFO] - [E:5| 500]: Train Loss:0.001675, Val MRR:0.09944, wikidata12k_1n
2023-05-07 03:31:34,702 - wikidata12k_1n - [INFO] - [E:5| 600]: Train Loss:0.0016721, Val MRR:0.09944, wikidata12k_1n
2023-05-07 03:32:37,360 - wikidata12k_1n - [INFO] - [E:5| 700]: Train Loss:0.0016688, Val MRR:0.09944, wikidata12k_1n
2023-05-07 03:33:40,148 - wikidata12k_1n - [INFO] - [E:5| 800]: Train Loss:0.0016657, Val MRR:0.09944, wikidata12k_1n
2023-05-07 03:34:42,918 - wikidata12k_1n - [INFO] - [E:5| 900]: Train Loss:0.0016613, Val MRR:0.09944, wikidata12k_1n
2023-05-07 03:35:45,679 - wikidata12k_1n - [INFO] - [E:5| 1000]: Train Loss:0.0016636, Val MRR:0.09944, wikidata12k_1n
2023-05-07 03:36:48,423 - wikidata12k_1n - [INFO] - [E:5| 1100]: Train Loss:0.0016614, Val MRR:0.09944, wikidata12k_1n
2023-05-07 03:37:51,213 - wikidata12k_1n - [INFO] - [E:5| 1200]: Train Loss:0.0016577, Val MRR:0.09944, wikidata12k_1n
2023-05-07 03:38:53,948 - wikidata12k_1n - [INFO] - [E:5| 1300]: Train Loss:0.0016535, Val MRR:0.09944, wikidata12k_1n
2023-05-07 03:39:56,697 - wikidata12k_1n - [INFO] - [E:5| 1400]: Train Loss:0.0016519, Val MRR:0.09944, wikidata12k_1n
2023-05-07 03:40:59,442 - wikidata12k_1n - [INFO] - [E:5| 1500]: Train Loss:0.001649, Val MRR:0.09944, wikidata12k_1n
2023-05-07 03:42:02,265 - wikidata12k_1n - [INFO] - [E:5| 1600]: Train Loss:0.0016468, Val MRR:0.09944, wikidata12k_1n
2023-05-07 03:42:43,255 - wikidata12k_1n - [INFO] - [Epoch:5]: Training Loss:0.001645
2023-05-07 03:42:43,470 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 03:43:04,683 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 03:43:16,960 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 03:43:38,334 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 03:43:50,496 - wikidata12k_1n - [INFO] - [Evaluating Epoch 5 valid]:
MRR: Tail : 0.23627, Head : 0.0232, Avg : 0.12974
2023-05-07 03:43:51,479 - wikidata12k_1n - [INFO] - [Epoch 5]: Training Loss: 0.001645, Valid MRR: 0.12974,
2023-05-07 03:43:52,127 - wikidata12k_1n - [INFO] - [E:6| 0]: Train Loss:0.0015559, Val MRR:0.12974, wikidata12k_1n
2023-05-07 03:44:54,860 - wikidata12k_1n - [INFO] - [E:6| 100]: Train Loss:0.0015948, Val MRR:0.12974, wikidata12k_1n
2023-05-07 03:45:57,683 - wikidata12k_1n - [INFO] - [E:6| 200]: Train Loss:0.0015958, Val MRR:0.12974, wikidata12k_1n
2023-05-07 03:47:00,539 - wikidata12k_1n - [INFO] - [E:6| 300]: Train Loss:0.0016027, Val MRR:0.12974, wikidata12k_1n
2023-05-07 03:48:03,360 - wikidata12k_1n - [INFO] - [E:6| 400]: Train Loss:0.0016015, Val MRR:0.12974, wikidata12k_1n
2023-05-07 03:49:06,176 - wikidata12k_1n - [INFO] - [E:6| 500]: Train Loss:0.0015987, Val MRR:0.12974, wikidata12k_1n
2023-05-07 03:50:08,989 - wikidata12k_1n - [INFO] - [E:6| 600]: Train Loss:0.0015952, Val MRR:0.12974, wikidata12k_1n
2023-05-07 03:51:11,801 - wikidata12k_1n - [INFO] - [E:6| 700]: Train Loss:0.001594, Val MRR:0.12974, wikidata12k_1n
2023-05-07 03:52:14,498 - wikidata12k_1n - [INFO] - [E:6| 800]: Train Loss:0.0015909, Val MRR:0.12974, wikidata12k_1n
2023-05-07 03:53:17,325 - wikidata12k_1n - [INFO] - [E:6| 900]: Train Loss:0.0015903, Val MRR:0.12974, wikidata12k_1n
2023-05-07 03:54:20,083 - wikidata12k_1n - [INFO] - [E:6| 1000]: Train Loss:0.0015857, Val MRR:0.12974, wikidata12k_1n
2023-05-07 03:55:22,821 - wikidata12k_1n - [INFO] - [E:6| 1100]: Train Loss:0.0015837, Val MRR:0.12974, wikidata12k_1n
2023-05-07 03:56:25,554 - wikidata12k_1n - [INFO] - [E:6| 1200]: Train Loss:0.0015802, Val MRR:0.12974, wikidata12k_1n
2023-05-07 03:57:28,274 - wikidata12k_1n - [INFO] - [E:6| 1300]: Train Loss:0.0015785, Val MRR:0.12974, wikidata12k_1n
2023-05-07 03:58:30,993 - wikidata12k_1n - [INFO] - [E:6| 1400]: Train Loss:0.0015745, Val MRR:0.12974, wikidata12k_1n
2023-05-07 03:59:33,803 - wikidata12k_1n - [INFO] - [E:6| 1500]: Train Loss:0.0015722, Val MRR:0.12974, wikidata12k_1n
2023-05-07 04:00:36,583 - wikidata12k_1n - [INFO] - [E:6| 1600]: Train Loss:0.0015693, Val MRR:0.12974, wikidata12k_1n
2023-05-07 04:01:17,560 - wikidata12k_1n - [INFO] - [Epoch:6]: Training Loss:0.001568
2023-05-07 04:01:17,775 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 04:01:38,981 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 04:01:51,274 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 04:02:12,638 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 04:02:24,789 - wikidata12k_1n - [INFO] - [Evaluating Epoch 6 valid]:
MRR: Tail : 0.26619, Head : 0.08368, Avg : 0.17494
2023-05-07 04:02:25,744 - wikidata12k_1n - [INFO] - [Epoch 6]: Training Loss: 0.0015678, Valid MRR: 0.17494,
2023-05-07 04:02:26,386 - wikidata12k_1n - [INFO] - [E:7| 0]: Train Loss:0.0013972, Val MRR:0.17494, wikidata12k_1n
2023-05-07 04:03:29,104 - wikidata12k_1n - [INFO] - [E:7| 100]: Train Loss:0.0015124, Val MRR:0.17494, wikidata12k_1n
2023-05-07 04:04:31,951 - wikidata12k_1n - [INFO] - [E:7| 200]: Train Loss:0.0015043, Val MRR:0.17494, wikidata12k_1n
2023-05-07 04:05:34,665 - wikidata12k_1n - [INFO] - [E:7| 300]: Train Loss:0.001503, Val MRR:0.17494, wikidata12k_1n
2023-05-07 04:06:37,365 - wikidata12k_1n - [INFO] - [E:7| 400]: Train Loss:0.0015065, Val MRR:0.17494, wikidata12k_1n
2023-05-07 04:07:40,114 - wikidata12k_1n - [INFO] - [E:7| 500]: Train Loss:0.0015093, Val MRR:0.17494, wikidata12k_1n
2023-05-07 04:08:42,945 - wikidata12k_1n - [INFO] - [E:7| 600]: Train Loss:0.0015076, Val MRR:0.17494, wikidata12k_1n
2023-05-07 04:09:45,728 - wikidata12k_1n - [INFO] - [E:7| 700]: Train Loss:0.0015023, Val MRR:0.17494, wikidata12k_1n
2023-05-07 04:10:48,476 - wikidata12k_1n - [INFO] - [E:7| 800]: Train Loss:0.0015023, Val MRR:0.17494, wikidata12k_1n
2023-05-07 04:11:51,283 - wikidata12k_1n - [INFO] - [E:7| 900]: Train Loss:0.0015005, Val MRR:0.17494, wikidata12k_1n
2023-05-07 04:12:54,114 - wikidata12k_1n - [INFO] - [E:7| 1000]: Train Loss:0.0014996, Val MRR:0.17494, wikidata12k_1n
2023-05-07 04:13:56,944 - wikidata12k_1n - [INFO] - [E:7| 1100]: Train Loss:0.0014985, Val MRR:0.17494, wikidata12k_1n
2023-05-07 04:14:59,666 - wikidata12k_1n - [INFO] - [E:7| 1200]: Train Loss:0.0014967, Val MRR:0.17494, wikidata12k_1n
2023-05-07 04:16:02,376 - wikidata12k_1n - [INFO] - [E:7| 1300]: Train Loss:0.0014949, Val MRR:0.17494, wikidata12k_1n
2023-05-07 04:17:05,193 - wikidata12k_1n - [INFO] - [E:7| 1400]: Train Loss:0.0014923, Val MRR:0.17494, wikidata12k_1n
2023-05-07 04:18:08,008 - wikidata12k_1n - [INFO] - [E:7| 1500]: Train Loss:0.0014895, Val MRR:0.17494, wikidata12k_1n
2023-05-07 04:19:10,836 - wikidata12k_1n - [INFO] - [E:7| 1600]: Train Loss:0.0014878, Val MRR:0.17494, wikidata12k_1n
2023-05-07 04:19:51,864 - wikidata12k_1n - [INFO] - [Epoch:7]: Training Loss:0.001487
2023-05-07 04:19:52,078 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 04:20:13,272 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 04:20:25,542 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 04:20:46,908 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 04:20:59,064 - wikidata12k_1n - [INFO] - [Evaluating Epoch 7 valid]:
MRR: Tail : 0.31134, Head : 0.10382, Avg : 0.20758
2023-05-07 04:21:00,016 - wikidata12k_1n - [INFO] - [Epoch 7]: Training Loss: 0.0014871, Valid MRR: 0.20758,
2023-05-07 04:21:00,663 - wikidata12k_1n - [INFO] - [E:8| 0]: Train Loss:0.0014889, Val MRR:0.20758, wikidata12k_1n
2023-05-07 04:22:03,371 - wikidata12k_1n - [INFO] - [E:8| 100]: Train Loss:0.0014339, Val MRR:0.20758, wikidata12k_1n
2023-05-07 04:23:06,057 - wikidata12k_1n - [INFO] - [E:8| 200]: Train Loss:0.0014303, Val MRR:0.20758, wikidata12k_1n
2023-05-07 04:24:08,800 - wikidata12k_1n - [INFO] - [E:8| 300]: Train Loss:0.0014265, Val MRR:0.20758, wikidata12k_1n
2023-05-07 04:25:11,674 - wikidata12k_1n - [INFO] - [E:8| 400]: Train Loss:0.0014335, Val MRR:0.20758, wikidata12k_1n
2023-05-07 04:26:14,443 - wikidata12k_1n - [INFO] - [E:8| 500]: Train Loss:0.0014348, Val MRR:0.20758, wikidata12k_1n
2023-05-07 04:27:17,225 - wikidata12k_1n - [INFO] - [E:8| 600]: Train Loss:0.001433, Val MRR:0.20758, wikidata12k_1n
2023-05-07 04:28:19,956 - wikidata12k_1n - [INFO] - [E:8| 700]: Train Loss:0.0014314, Val MRR:0.20758, wikidata12k_1n
2023-05-07 04:29:22,687 - wikidata12k_1n - [INFO] - [E:8| 800]: Train Loss:0.0014316, Val MRR:0.20758, wikidata12k_1n
2023-05-07 04:30:25,457 - wikidata12k_1n - [INFO] - [E:8| 900]: Train Loss:0.0014308, Val MRR:0.20758, wikidata12k_1n
2023-05-07 04:31:28,235 - wikidata12k_1n - [INFO] - [E:8| 1000]: Train Loss:0.0014282, Val MRR:0.20758, wikidata12k_1n
2023-05-07 04:32:31,041 - wikidata12k_1n - [INFO] - [E:8| 1100]: Train Loss:0.0014276, Val MRR:0.20758, wikidata12k_1n
2023-05-07 04:33:33,914 - wikidata12k_1n - [INFO] - [E:8| 1200]: Train Loss:0.0014263, Val MRR:0.20758, wikidata12k_1n
2023-05-07 04:34:36,737 - wikidata12k_1n - [INFO] - [E:8| 1300]: Train Loss:0.0014243, Val MRR:0.20758, wikidata12k_1n
2023-05-07 04:35:39,580 - wikidata12k_1n - [INFO] - [E:8| 1400]: Train Loss:0.0014211, Val MRR:0.20758, wikidata12k_1n
2023-05-07 04:36:42,417 - wikidata12k_1n - [INFO] - [E:8| 1500]: Train Loss:0.0014194, Val MRR:0.20758, wikidata12k_1n
2023-05-07 04:37:45,210 - wikidata12k_1n - [INFO] - [E:8| 1600]: Train Loss:0.0014166, Val MRR:0.20758, wikidata12k_1n
2023-05-07 04:38:26,225 - wikidata12k_1n - [INFO] - [Epoch:8]: Training Loss:0.001416
2023-05-07 04:38:26,439 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 04:38:47,687 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 04:38:59,964 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 04:39:21,354 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 04:39:33,521 - wikidata12k_1n - [INFO] - [Evaluating Epoch 8 valid]:
MRR: Tail : 0.34422, Head : 0.10869, Avg : 0.22646
2023-05-07 04:39:34,493 - wikidata12k_1n - [INFO] - [Epoch 8]: Training Loss: 0.0014159, Valid MRR: 0.22646,
2023-05-07 04:39:35,139 - wikidata12k_1n - [INFO] - [E:9| 0]: Train Loss:0.001378, Val MRR:0.22646, wikidata12k_1n
2023-05-07 04:40:37,913 - wikidata12k_1n - [INFO] - [E:9| 100]: Train Loss:0.0013753, Val MRR:0.22646, wikidata12k_1n
2023-05-07 04:41:40,700 - wikidata12k_1n - [INFO] - [E:9| 200]: Train Loss:0.0013832, Val MRR:0.22646, wikidata12k_1n
2023-05-07 04:42:43,499 - wikidata12k_1n - [INFO] - [E:9| 300]: Train Loss:0.0013779, Val MRR:0.22646, wikidata12k_1n
2023-05-07 04:43:46,165 - wikidata12k_1n - [INFO] - [E:9| 400]: Train Loss:0.0013753, Val MRR:0.22646, wikidata12k_1n
2023-05-07 04:44:48,934 - wikidata12k_1n - [INFO] - [E:9| 500]: Train Loss:0.0013735, Val MRR:0.22646, wikidata12k_1n
2023-05-07 04:45:51,652 - wikidata12k_1n - [INFO] - [E:9| 600]: Train Loss:0.0013739, Val MRR:0.22646, wikidata12k_1n
2023-05-07 04:46:54,401 - wikidata12k_1n - [INFO] - [E:9| 700]: Train Loss:0.0013704, Val MRR:0.22646, wikidata12k_1n
2023-05-07 04:47:57,088 - wikidata12k_1n - [INFO] - [E:9| 800]: Train Loss:0.0013698, Val MRR:0.22646, wikidata12k_1n
2023-05-07 04:48:59,886 - wikidata12k_1n - [INFO] - [E:9| 900]: Train Loss:0.0013686, Val MRR:0.22646, wikidata12k_1n
2023-05-07 04:50:02,670 - wikidata12k_1n - [INFO] - [E:9| 1000]: Train Loss:0.0013668, Val MRR:0.22646, wikidata12k_1n
2023-05-07 04:51:05,491 - wikidata12k_1n - [INFO] - [E:9| 1100]: Train Loss:0.001366, Val MRR:0.22646, wikidata12k_1n
2023-05-07 04:52:08,286 - wikidata12k_1n - [INFO] - [E:9| 1200]: Train Loss:0.0013644, Val MRR:0.22646, wikidata12k_1n
2023-05-07 04:53:11,095 - wikidata12k_1n - [INFO] - [E:9| 1300]: Train Loss:0.0013627, Val MRR:0.22646, wikidata12k_1n
2023-05-07 04:54:13,901 - wikidata12k_1n - [INFO] - [E:9| 1400]: Train Loss:0.0013608, Val MRR:0.22646, wikidata12k_1n
2023-05-07 04:55:16,735 - wikidata12k_1n - [INFO] - [E:9| 1500]: Train Loss:0.0013597, Val MRR:0.22646, wikidata12k_1n
2023-05-07 04:56:19,567 - wikidata12k_1n - [INFO] - [E:9| 1600]: Train Loss:0.001359, Val MRR:0.22646, wikidata12k_1n
2023-05-07 04:57:00,654 - wikidata12k_1n - [INFO] - [Epoch:9]: Training Loss:0.001358
2023-05-07 04:57:00,869 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 04:57:22,066 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 04:57:34,340 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 04:57:55,708 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 04:58:07,859 - wikidata12k_1n - [INFO] - [Evaluating Epoch 9 valid]:
MRR: Tail : 0.35736, Head : 0.11812, Avg : 0.23774
MR: Tail : 563.82, Head : 1004.1, Avg : 783.97
Hit-1: Tail : 0.29558, Head : 0.06953, Avg : 0.18255
Hit-3: Tail : 0.38925, Head : 0.14549, Avg : 0.26737
Hit-10: Tail : 0.4515, Head : 0.21175, Avg : 0.33163
2023-05-07 04:58:08,820 - wikidata12k_1n - [INFO] - [Epoch 9]: Training Loss: 0.0013582, Valid MRR: 0.23774,
2023-05-07 04:58:09,460 - wikidata12k_1n - [INFO] - [E:10| 0]: Train Loss:0.001328, Val MRR:0.23774, wikidata12k_1n
2023-05-07 04:59:12,142 - wikidata12k_1n - [INFO] - [E:10| 100]: Train Loss:0.0013288, Val MRR:0.23774, wikidata12k_1n
2023-05-07 05:00:14,867 - wikidata12k_1n - [INFO] - [E:10| 200]: Train Loss:0.0013281, Val MRR:0.23774, wikidata12k_1n
2023-05-07 05:01:17,547 - wikidata12k_1n - [INFO] - [E:10| 300]: Train Loss:0.0013253, Val MRR:0.23774, wikidata12k_1n
2023-05-07 05:02:20,321 - wikidata12k_1n - [INFO] - [E:10| 400]: Train Loss:0.0013263, Val MRR:0.23774, wikidata12k_1n
2023-05-07 05:03:23,063 - wikidata12k_1n - [INFO] - [E:10| 500]: Train Loss:0.0013244, Val MRR:0.23774, wikidata12k_1n
2023-05-07 05:04:25,833 - wikidata12k_1n - [INFO] - [E:10| 600]: Train Loss:0.0013208, Val MRR:0.23774, wikidata12k_1n
2023-05-07 05:05:28,592 - wikidata12k_1n - [INFO] - [E:10| 700]: Train Loss:0.001321, Val MRR:0.23774, wikidata12k_1n
2023-05-07 05:06:31,374 - wikidata12k_1n - [INFO] - [E:10| 800]: Train Loss:0.0013199, Val MRR:0.23774, wikidata12k_1n
2023-05-07 05:07:34,066 - wikidata12k_1n - [INFO] - [E:10| 900]: Train Loss:0.0013196, Val MRR:0.23774, wikidata12k_1n
2023-05-07 05:08:36,867 - wikidata12k_1n - [INFO] - [E:10| 1000]: Train Loss:0.001319, Val MRR:0.23774, wikidata12k_1n
2023-05-07 05:09:39,597 - wikidata12k_1n - [INFO] - [E:10| 1100]: Train Loss:0.0013176, Val MRR:0.23774, wikidata12k_1n
2023-05-07 05:10:42,302 - wikidata12k_1n - [INFO] - [E:10| 1200]: Train Loss:0.0013162, Val MRR:0.23774, wikidata12k_1n
2023-05-07 05:11:45,026 - wikidata12k_1n - [INFO] - [E:10| 1300]: Train Loss:0.001314, Val MRR:0.23774, wikidata12k_1n
2023-05-07 05:12:47,755 - wikidata12k_1n - [INFO] - [E:10| 1400]: Train Loss:0.0013137, Val MRR:0.23774, wikidata12k_1n
2023-05-07 05:13:50,438 - wikidata12k_1n - [INFO] - [E:10| 1500]: Train Loss:0.0013137, Val MRR:0.23774, wikidata12k_1n
2023-05-07 05:14:53,146 - wikidata12k_1n - [INFO] - [E:10| 1600]: Train Loss:0.0013126, Val MRR:0.23774, wikidata12k_1n
2023-05-07 05:15:34,140 - wikidata12k_1n - [INFO] - [Epoch:10]: Training Loss:0.001312
2023-05-07 05:15:34,354 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 05:15:55,556 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 05:16:07,819 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 05:16:29,187 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 05:16:41,405 - wikidata12k_1n - [INFO] - [Evaluating Epoch 10 valid]:
MRR: Tail : 0.36938, Head : 0.14159, Avg : 0.25549
2023-05-07 05:16:42,477 - wikidata12k_1n - [INFO] - [Epoch 10]: Training Loss: 0.0013121, Valid MRR: 0.25549,
2023-05-07 05:16:43,123 - wikidata12k_1n - [INFO] - [E:11| 0]: Train Loss:0.0012586, Val MRR:0.25549, wikidata12k_1n
2023-05-07 05:17:45,914 - wikidata12k_1n - [INFO] - [E:11| 100]: Train Loss:0.0012849, Val MRR:0.25549, wikidata12k_1n
2023-05-07 05:18:48,693 - wikidata12k_1n - [INFO] - [E:11| 200]: Train Loss:0.001288, Val MRR:0.25549, wikidata12k_1n
2023-05-07 05:19:51,465 - wikidata12k_1n - [INFO] - [E:11| 300]: Train Loss:0.0012863, Val MRR:0.25549, wikidata12k_1n
2023-05-07 05:20:54,260 - wikidata12k_1n - [INFO] - [E:11| 400]: Train Loss:0.0012872, Val MRR:0.25549, wikidata12k_1n
2023-05-07 05:21:57,060 - wikidata12k_1n - [INFO] - [E:11| 500]: Train Loss:0.0012865, Val MRR:0.25549, wikidata12k_1n
2023-05-07 05:22:59,821 - wikidata12k_1n - [INFO] - [E:11| 600]: Train Loss:0.0012851, Val MRR:0.25549, wikidata12k_1n
2023-05-07 05:24:02,693 - wikidata12k_1n - [INFO] - [E:11| 700]: Train Loss:0.001286, Val MRR:0.25549, wikidata12k_1n
2023-05-07 05:25:05,482 - wikidata12k_1n - [INFO] - [E:11| 800]: Train Loss:0.0012855, Val MRR:0.25549, wikidata12k_1n
2023-05-07 05:26:08,213 - wikidata12k_1n - [INFO] - [E:11| 900]: Train Loss:0.0012833, Val MRR:0.25549, wikidata12k_1n
2023-05-07 05:27:10,925 - wikidata12k_1n - [INFO] - [E:11| 1000]: Train Loss:0.0012815, Val MRR:0.25549, wikidata12k_1n
2023-05-07 05:28:13,612 - wikidata12k_1n - [INFO] - [E:11| 1100]: Train Loss:0.0012795, Val MRR:0.25549, wikidata12k_1n
2023-05-07 05:29:16,328 - wikidata12k_1n - [INFO] - [E:11| 1200]: Train Loss:0.0012789, Val MRR:0.25549, wikidata12k_1n
2023-05-07 05:30:19,013 - wikidata12k_1n - [INFO] - [E:11| 1300]: Train Loss:0.0012784, Val MRR:0.25549, wikidata12k_1n
2023-05-07 05:31:21,682 - wikidata12k_1n - [INFO] - [E:11| 1400]: Train Loss:0.0012777, Val MRR:0.25549, wikidata12k_1n
2023-05-07 05:32:24,358 - wikidata12k_1n - [INFO] - [E:11| 1500]: Train Loss:0.0012765, Val MRR:0.25549, wikidata12k_1n
2023-05-07 05:33:27,024 - wikidata12k_1n - [INFO] - [E:11| 1600]: Train Loss:0.0012753, Val MRR:0.25549, wikidata12k_1n
2023-05-07 05:34:08,131 - wikidata12k_1n - [INFO] - [Epoch:11]: Training Loss:0.001275
2023-05-07 05:34:08,346 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 05:34:29,540 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 05:34:41,829 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 05:35:03,202 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 05:35:15,352 - wikidata12k_1n - [INFO] - [Evaluating Epoch 11 valid]:
MRR: Tail : 0.39332, Head : 0.14843, Avg : 0.27087
2023-05-07 05:35:16,334 - wikidata12k_1n - [INFO] - [Epoch 11]: Training Loss: 0.0012747, Valid MRR: 0.27087,
2023-05-07 05:35:16,978 - wikidata12k_1n - [INFO] - [E:12| 0]: Train Loss:0.0012307, Val MRR:0.27087, wikidata12k_1n
2023-05-07 05:36:19,763 - wikidata12k_1n - [INFO] - [E:12| 100]: Train Loss:0.0012547, Val MRR:0.27087, wikidata12k_1n
2023-05-07 05:37:22,560 - wikidata12k_1n - [INFO] - [E:12| 200]: Train Loss:0.0012587, Val MRR:0.27087, wikidata12k_1n
2023-05-07 05:38:25,304 - wikidata12k_1n - [INFO] - [E:12| 300]: Train Loss:0.0012569, Val MRR:0.27087, wikidata12k_1n
2023-05-07 05:39:28,034 - wikidata12k_1n - [INFO] - [E:12| 400]: Train Loss:0.0012555, Val MRR:0.27087, wikidata12k_1n
2023-05-07 05:40:31,012 - wikidata12k_1n - [INFO] - [E:12| 500]: Train Loss:0.0012544, Val MRR:0.27087, wikidata12k_1n
2023-05-07 05:41:33,931 - wikidata12k_1n - [INFO] - [E:12| 600]: Train Loss:0.0012541, Val MRR:0.27087, wikidata12k_1n
2023-05-07 05:42:36,648 - wikidata12k_1n - [INFO] - [E:12| 700]: Train Loss:0.001253, Val MRR:0.27087, wikidata12k_1n
2023-05-07 05:43:39,494 - wikidata12k_1n - [INFO] - [E:12| 800]: Train Loss:0.0012513, Val MRR:0.27087, wikidata12k_1n
2023-05-07 05:44:42,292 - wikidata12k_1n - [INFO] - [E:12| 900]: Train Loss:0.00125, Val MRR:0.27087, wikidata12k_1n
2023-05-07 05:45:45,090 - wikidata12k_1n - [INFO] - [E:12| 1000]: Train Loss:0.001249, Val MRR:0.27087, wikidata12k_1n
2023-05-07 05:46:47,904 - wikidata12k_1n - [INFO] - [E:12| 1100]: Train Loss:0.001249, Val MRR:0.27087, wikidata12k_1n
2023-05-07 05:47:50,710 - wikidata12k_1n - [INFO] - [E:12| 1200]: Train Loss:0.001248, Val MRR:0.27087, wikidata12k_1n
2023-05-07 05:48:53,518 - wikidata12k_1n - [INFO] - [E:12| 1300]: Train Loss:0.0012472, Val MRR:0.27087, wikidata12k_1n
2023-05-07 05:49:56,338 - wikidata12k_1n - [INFO] - [E:12| 1400]: Train Loss:0.0012469, Val MRR:0.27087, wikidata12k_1n
2023-05-07 05:50:59,157 - wikidata12k_1n - [INFO] - [E:12| 1500]: Train Loss:0.0012464, Val MRR:0.27087, wikidata12k_1n
2023-05-07 05:52:01,982 - wikidata12k_1n - [INFO] - [E:12| 1600]: Train Loss:0.001246, Val MRR:0.27087, wikidata12k_1n
2023-05-07 05:52:42,995 - wikidata12k_1n - [INFO] - [Epoch:12]: Training Loss:0.001245
2023-05-07 05:52:43,211 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 05:53:04,413 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 05:53:16,694 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 05:53:38,076 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 05:53:50,243 - wikidata12k_1n - [INFO] - [Evaluating Epoch 12 valid]:
MRR: Tail : 0.40814, Head : 0.16731, Avg : 0.28773
2023-05-07 05:53:51,214 - wikidata12k_1n - [INFO] - [Epoch 12]: Training Loss: 0.0012454, Valid MRR: 0.28773,
2023-05-07 05:53:51,865 - wikidata12k_1n - [INFO] - [E:13| 0]: Train Loss:0.0012444, Val MRR:0.28773, wikidata12k_1n
2023-05-07 05:54:54,628 - wikidata12k_1n - [INFO] - [E:13| 100]: Train Loss:0.0012335, Val MRR:0.28773, wikidata12k_1n
2023-05-07 05:55:57,361 - wikidata12k_1n - [INFO] - [E:13| 200]: Train Loss:0.0012306, Val MRR:0.28773, wikidata12k_1n
2023-05-07 05:57:00,132 - wikidata12k_1n - [INFO] - [E:13| 300]: Train Loss:0.0012281, Val MRR:0.28773, wikidata12k_1n
2023-05-07 05:58:02,913 - wikidata12k_1n - [INFO] - [E:13| 400]: Train Loss:0.0012265, Val MRR:0.28773, wikidata12k_1n
2023-05-07 05:59:05,686 - wikidata12k_1n - [INFO] - [E:13| 500]: Train Loss:0.0012243, Val MRR:0.28773, wikidata12k_1n
2023-05-07 06:00:08,498 - wikidata12k_1n - [INFO] - [E:13| 600]: Train Loss:0.0012241, Val MRR:0.28773, wikidata12k_1n
2023-05-07 06:01:11,327 - wikidata12k_1n - [INFO] - [E:13| 700]: Train Loss:0.0012246, Val MRR:0.28773, wikidata12k_1n
2023-05-07 06:02:14,087 - wikidata12k_1n - [INFO] - [E:13| 800]: Train Loss:0.001225, Val MRR:0.28773, wikidata12k_1n
2023-05-07 06:03:16,896 - wikidata12k_1n - [INFO] - [E:13| 900]: Train Loss:0.0012245, Val MRR:0.28773, wikidata12k_1n
2023-05-07 06:04:19,682 - wikidata12k_1n - [INFO] - [E:13| 1000]: Train Loss:0.0012243, Val MRR:0.28773, wikidata12k_1n
2023-05-07 06:05:22,455 - wikidata12k_1n - [INFO] - [E:13| 1100]: Train Loss:0.0012232, Val MRR:0.28773, wikidata12k_1n
2023-05-07 06:06:25,199 - wikidata12k_1n - [INFO] - [E:13| 1200]: Train Loss:0.0012232, Val MRR:0.28773, wikidata12k_1n
2023-05-07 06:07:27,923 - wikidata12k_1n - [INFO] - [E:13| 1300]: Train Loss:0.0012232, Val MRR:0.28773, wikidata12k_1n
2023-05-07 06:08:30,629 - wikidata12k_1n - [INFO] - [E:13| 1400]: Train Loss:0.0012226, Val MRR:0.28773, wikidata12k_1n
2023-05-07 06:09:33,449 - wikidata12k_1n - [INFO] - [E:13| 1500]: Train Loss:0.0012217, Val MRR:0.28773, wikidata12k_1n
2023-05-07 06:10:36,218 - wikidata12k_1n - [INFO] - [E:13| 1600]: Train Loss:0.0012206, Val MRR:0.28773, wikidata12k_1n
2023-05-07 06:11:17,235 - wikidata12k_1n - [INFO] - [Epoch:13]: Training Loss:0.00122
2023-05-07 06:11:17,451 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 06:11:38,684 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 06:11:50,968 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 06:12:12,359 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 06:12:24,522 - wikidata12k_1n - [INFO] - [Evaluating Epoch 13 valid]:
MRR: Tail : 0.41386, Head : 0.17998, Avg : 0.29692
2023-05-07 06:12:25,488 - wikidata12k_1n - [INFO] - [Epoch 13]: Training Loss: 0.0012203, Valid MRR: 0.29692,
2023-05-07 06:12:26,136 - wikidata12k_1n - [INFO] - [E:14| 0]: Train Loss:0.0013743, Val MRR:0.29692, wikidata12k_1n
2023-05-07 06:13:28,946 - wikidata12k_1n - [INFO] - [E:14| 100]: Train Loss:0.0012047, Val MRR:0.29692, wikidata12k_1n
2023-05-07 06:14:31,882 - wikidata12k_1n - [INFO] - [E:14| 200]: Train Loss:0.0012093, Val MRR:0.29692, wikidata12k_1n
2023-05-07 06:15:34,809 - wikidata12k_1n - [INFO] - [E:14| 300]: Train Loss:0.0012106, Val MRR:0.29692, wikidata12k_1n
2023-05-07 06:16:37,615 - wikidata12k_1n - [INFO] - [E:14| 400]: Train Loss:0.0012068, Val MRR:0.29692, wikidata12k_1n
2023-05-07 06:17:40,506 - wikidata12k_1n - [INFO] - [E:14| 500]: Train Loss:0.0012081, Val MRR:0.29692, wikidata12k_1n
2023-05-07 06:18:43,319 - wikidata12k_1n - [INFO] - [E:14| 600]: Train Loss:0.0012054, Val MRR:0.29692, wikidata12k_1n
2023-05-07 06:19:46,074 - wikidata12k_1n - [INFO] - [E:14| 700]: Train Loss:0.0012065, Val MRR:0.29692, wikidata12k_1n
2023-05-07 06:20:48,861 - wikidata12k_1n - [INFO] - [E:14| 800]: Train Loss:0.0012044, Val MRR:0.29692, wikidata12k_1n
2023-05-07 06:21:51,638 - wikidata12k_1n - [INFO] - [E:14| 900]: Train Loss:0.0012038, Val MRR:0.29692, wikidata12k_1n
2023-05-07 06:22:54,428 - wikidata12k_1n - [INFO] - [E:14| 1000]: Train Loss:0.0012025, Val MRR:0.29692, wikidata12k_1n
2023-05-07 06:23:57,149 - wikidata12k_1n - [INFO] - [E:14| 1100]: Train Loss:0.0012029, Val MRR:0.29692, wikidata12k_1n
2023-05-07 06:24:59,835 - wikidata12k_1n - [INFO] - [E:14| 1200]: Train Loss:0.0012017, Val MRR:0.29692, wikidata12k_1n
2023-05-07 06:26:02,597 - wikidata12k_1n - [INFO] - [E:14| 1300]: Train Loss:0.0012017, Val MRR:0.29692, wikidata12k_1n
2023-05-07 06:27:05,386 - wikidata12k_1n - [INFO] - [E:14| 1400]: Train Loss:0.0012013, Val MRR:0.29692, wikidata12k_1n
2023-05-07 06:28:08,088 - wikidata12k_1n - [INFO] - [E:14| 1500]: Train Loss:0.0012013, Val MRR:0.29692, wikidata12k_1n
2023-05-07 06:29:10,811 - wikidata12k_1n - [INFO] - [E:14| 1600]: Train Loss:0.0012002, Val MRR:0.29692, wikidata12k_1n
2023-05-07 06:29:51,793 - wikidata12k_1n - [INFO] - [Epoch:14]: Training Loss:0.001199
2023-05-07 06:29:52,008 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 06:30:13,208 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 06:30:25,486 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 06:30:46,876 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 06:30:59,045 - wikidata12k_1n - [INFO] - [Evaluating Epoch 14 valid]:
MRR: Tail : 0.43424, Head : 0.17797, Avg : 0.3061
2023-05-07 06:31:00,062 - wikidata12k_1n - [INFO] - [Epoch 14]: Training Loss: 0.0011994, Valid MRR: 0.3061,
2023-05-07 06:31:00,714 - wikidata12k_1n - [INFO] - [E:15| 0]: Train Loss:0.0011567, Val MRR:0.3061, wikidata12k_1n
2023-05-07 06:32:03,506 - wikidata12k_1n - [INFO] - [E:15| 100]: Train Loss:0.0011923, Val MRR:0.3061, wikidata12k_1n
2023-05-07 06:33:06,328 - wikidata12k_1n - [INFO] - [E:15| 200]: Train Loss:0.0011873, Val MRR:0.3061, wikidata12k_1n
2023-05-07 06:34:09,149 - wikidata12k_1n - [INFO] - [E:15| 300]: Train Loss:0.0011888, Val MRR:0.3061, wikidata12k_1n
2023-05-07 06:35:12,006 - wikidata12k_1n - [INFO] - [E:15| 400]: Train Loss:0.0011867, Val MRR:0.3061, wikidata12k_1n
2023-05-07 06:36:14,710 - wikidata12k_1n - [INFO] - [E:15| 500]: Train Loss:0.0011862, Val MRR:0.3061, wikidata12k_1n
2023-05-07 06:37:17,721 - wikidata12k_1n - [INFO] - [E:15| 600]: Train Loss:0.0011851, Val MRR:0.3061, wikidata12k_1n
2023-05-07 06:38:20,671 - wikidata12k_1n - [INFO] - [E:15| 700]: Train Loss:0.0011853, Val MRR:0.3061, wikidata12k_1n
2023-05-07 06:39:23,365 - wikidata12k_1n - [INFO] - [E:15| 800]: Train Loss:0.0011844, Val MRR:0.3061, wikidata12k_1n
2023-05-07 06:40:26,055 - wikidata12k_1n - [INFO] - [E:15| 900]: Train Loss:0.0011833, Val MRR:0.3061, wikidata12k_1n
2023-05-07 06:41:28,763 - wikidata12k_1n - [INFO] - [E:15| 1000]: Train Loss:0.0011833, Val MRR:0.3061, wikidata12k_1n
2023-05-07 06:42:31,554 - wikidata12k_1n - [INFO] - [E:15| 1100]: Train Loss:0.0011826, Val MRR:0.3061, wikidata12k_1n
2023-05-07 06:43:34,430 - wikidata12k_1n - [INFO] - [E:15| 1200]: Train Loss:0.001183, Val MRR:0.3061, wikidata12k_1n
2023-05-07 06:44:37,154 - wikidata12k_1n - [INFO] - [E:15| 1300]: Train Loss:0.001183, Val MRR:0.3061, wikidata12k_1n
2023-05-07 06:45:39,893 - wikidata12k_1n - [INFO] - [E:15| 1400]: Train Loss:0.0011828, Val MRR:0.3061, wikidata12k_1n
2023-05-07 06:46:42,616 - wikidata12k_1n - [INFO] - [E:15| 1500]: Train Loss:0.001182, Val MRR:0.3061, wikidata12k_1n
2023-05-07 06:47:45,354 - wikidata12k_1n - [INFO] - [E:15| 1600]: Train Loss:0.0011827, Val MRR:0.3061, wikidata12k_1n
2023-05-07 06:48:26,333 - wikidata12k_1n - [INFO] - [Epoch:15]: Training Loss:0.001182
2023-05-07 06:48:26,547 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 06:48:47,776 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 06:49:00,052 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 06:49:21,417 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 06:49:33,585 - wikidata12k_1n - [INFO] - [Evaluating Epoch 15 valid]:
MRR: Tail : 0.4419, Head : 0.23182, Avg : 0.33686
2023-05-07 06:49:34,558 - wikidata12k_1n - [INFO] - [Epoch 15]: Training Loss: 0.0011824, Valid MRR: 0.33686,
2023-05-07 06:49:35,219 - wikidata12k_1n - [INFO] - [E:16| 0]: Train Loss:0.0011444, Val MRR:0.33686, wikidata12k_1n
2023-05-07 06:50:37,988 - wikidata12k_1n - [INFO] - [E:16| 100]: Train Loss:0.0011727, Val MRR:0.33686, wikidata12k_1n
2023-05-07 06:51:40,941 - wikidata12k_1n - [INFO] - [E:16| 200]: Train Loss:0.001173, Val MRR:0.33686, wikidata12k_1n
2023-05-07 06:52:43,736 - wikidata12k_1n - [INFO] - [E:16| 300]: Train Loss:0.001171, Val MRR:0.33686, wikidata12k_1n
2023-05-07 06:53:46,604 - wikidata12k_1n - [INFO] - [E:16| 400]: Train Loss:0.0011733, Val MRR:0.33686, wikidata12k_1n
2023-05-07 06:54:49,474 - wikidata12k_1n - [INFO] - [E:16| 500]: Train Loss:0.0011726, Val MRR:0.33686, wikidata12k_1n
2023-05-07 06:55:52,705 - wikidata12k_1n - [INFO] - [E:16| 600]: Train Loss:0.0011714, Val MRR:0.33686, wikidata12k_1n
2023-05-07 06:56:55,513 - wikidata12k_1n - [INFO] - [E:16| 700]: Train Loss:0.0011697, Val MRR:0.33686, wikidata12k_1n
2023-05-07 06:57:58,350 - wikidata12k_1n - [INFO] - [E:16| 800]: Train Loss:0.0011684, Val MRR:0.33686, wikidata12k_1n
2023-05-07 06:59:01,168 - wikidata12k_1n - [INFO] - [E:16| 900]: Train Loss:0.0011687, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:00:04,033 - wikidata12k_1n - [INFO] - [E:16| 1000]: Train Loss:0.0011677, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:01:06,865 - wikidata12k_1n - [INFO] - [E:16| 1100]: Train Loss:0.0011673, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:02:09,666 - wikidata12k_1n - [INFO] - [E:16| 1200]: Train Loss:0.0011673, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:03:12,504 - wikidata12k_1n - [INFO] - [E:16| 1300]: Train Loss:0.0011673, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:04:15,317 - wikidata12k_1n - [INFO] - [E:16| 1400]: Train Loss:0.0011679, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:05:18,145 - wikidata12k_1n - [INFO] - [E:16| 1500]: Train Loss:0.0011673, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:06:20,970 - wikidata12k_1n - [INFO] - [E:16| 1600]: Train Loss:0.0011668, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:07:02,021 - wikidata12k_1n - [INFO] - [Epoch:16]: Training Loss:0.001167
2023-05-07 07:07:02,235 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 07:07:23,474 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 07:07:35,774 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 07:07:57,157 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 07:08:09,315 - wikidata12k_1n - [INFO] - [Evaluating Epoch 16 valid]:
MRR: Tail : 0.4462, Head : 0.21005, Avg : 0.32813
2023-05-07 07:08:09,315 - wikidata12k_1n - [INFO] - [Epoch 16]: Training Loss: 0.0011668, Valid MRR: 0.33686,
2023-05-07 07:08:09,956 - wikidata12k_1n - [INFO] - [E:17| 0]: Train Loss:0.0011863, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:09:12,896 - wikidata12k_1n - [INFO] - [E:17| 100]: Train Loss:0.0011525, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:10:15,705 - wikidata12k_1n - [INFO] - [E:17| 200]: Train Loss:0.0011555, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:11:18,545 - wikidata12k_1n - [INFO] - [E:17| 300]: Train Loss:0.0011538, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:12:21,341 - wikidata12k_1n - [INFO] - [E:17| 400]: Train Loss:0.0011562, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:13:24,149 - wikidata12k_1n - [INFO] - [E:17| 500]: Train Loss:0.001158, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:14:26,954 - wikidata12k_1n - [INFO] - [E:17| 600]: Train Loss:0.0011578, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:15:29,731 - wikidata12k_1n - [INFO] - [E:17| 700]: Train Loss:0.0011572, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:16:32,503 - wikidata12k_1n - [INFO] - [E:17| 800]: Train Loss:0.0011565, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:17:35,347 - wikidata12k_1n - [INFO] - [E:17| 900]: Train Loss:0.001156, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:18:38,278 - wikidata12k_1n - [INFO] - [E:17| 1000]: Train Loss:0.0011558, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:19:41,086 - wikidata12k_1n - [INFO] - [E:17| 1100]: Train Loss:0.0011552, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:20:43,968 - wikidata12k_1n - [INFO] - [E:17| 1200]: Train Loss:0.001155, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:21:46,765 - wikidata12k_1n - [INFO] - [E:17| 1300]: Train Loss:0.0011554, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:22:49,572 - wikidata12k_1n - [INFO] - [E:17| 1400]: Train Loss:0.0011553, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:23:52,431 - wikidata12k_1n - [INFO] - [E:17| 1500]: Train Loss:0.0011552, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:24:55,257 - wikidata12k_1n - [INFO] - [E:17| 1600]: Train Loss:0.0011546, Val MRR:0.33686, wikidata12k_1n
2023-05-07 07:25:36,315 - wikidata12k_1n - [INFO] - [Epoch:17]: Training Loss:0.001155
2023-05-07 07:25:36,538 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 07:25:57,805 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 07:26:10,089 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 07:26:31,481 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 07:26:43,644 - wikidata12k_1n - [INFO] - [Evaluating Epoch 17 valid]:
MRR: Tail : 0.45004, Head : 0.24082, Avg : 0.34543
2023-05-07 07:26:44,674 - wikidata12k_1n - [INFO] - [Epoch 17]: Training Loss: 0.0011545, Valid MRR: 0.34543,
2023-05-07 07:26:45,328 - wikidata12k_1n - [INFO] - [E:18| 0]: Train Loss:0.0011738, Val MRR:0.34543, wikidata12k_1n
2023-05-07 07:27:48,073 - wikidata12k_1n - [INFO] - [E:18| 100]: Train Loss:0.0011495, Val MRR:0.34543, wikidata12k_1n
2023-05-07 07:28:50,795 - wikidata12k_1n - [INFO] - [E:18| 200]: Train Loss:0.001147, Val MRR:0.34543, wikidata12k_1n
2023-05-07 07:29:53,504 - wikidata12k_1n - [INFO] - [E:18| 300]: Train Loss:0.001146, Val MRR:0.34543, wikidata12k_1n
2023-05-07 07:30:56,197 - wikidata12k_1n - [INFO] - [E:18| 400]: Train Loss:0.0011465, Val MRR:0.34543, wikidata12k_1n
2023-05-07 07:31:58,904 - wikidata12k_1n - [INFO] - [E:18| 500]: Train Loss:0.0011464, Val MRR:0.34543, wikidata12k_1n
2023-05-07 07:33:01,715 - wikidata12k_1n - [INFO] - [E:18| 600]: Train Loss:0.0011469, Val MRR:0.34543, wikidata12k_1n
2023-05-07 07:34:04,478 - wikidata12k_1n - [INFO] - [E:18| 700]: Train Loss:0.0011476, Val MRR:0.34543, wikidata12k_1n
2023-05-07 07:35:07,313 - wikidata12k_1n - [INFO] - [E:18| 800]: Train Loss:0.0011476, Val MRR:0.34543, wikidata12k_1n
2023-05-07 07:36:10,129 - wikidata12k_1n - [INFO] - [E:18| 900]: Train Loss:0.0011467, Val MRR:0.34543, wikidata12k_1n
2023-05-07 07:37:12,937 - wikidata12k_1n - [INFO] - [E:18| 1000]: Train Loss:0.0011465, Val MRR:0.34543, wikidata12k_1n
2023-05-07 07:38:15,730 - wikidata12k_1n - [INFO] - [E:18| 1100]: Train Loss:0.0011463, Val MRR:0.34543, wikidata12k_1n
2023-05-07 07:39:18,519 - wikidata12k_1n - [INFO] - [E:18| 1200]: Train Loss:0.0011451, Val MRR:0.34543, wikidata12k_1n
2023-05-07 07:40:21,341 - wikidata12k_1n - [INFO] - [E:18| 1300]: Train Loss:0.001145, Val MRR:0.34543, wikidata12k_1n
2023-05-07 07:41:24,098 - wikidata12k_1n - [INFO] - [E:18| 1400]: Train Loss:0.0011445, Val MRR:0.34543, wikidata12k_1n
2023-05-07 07:42:26,888 - wikidata12k_1n - [INFO] - [E:18| 1500]: Train Loss:0.0011442, Val MRR:0.34543, wikidata12k_1n
2023-05-07 07:43:29,831 - wikidata12k_1n - [INFO] - [E:18| 1600]: Train Loss:0.0011442, Val MRR:0.34543, wikidata12k_1n
2023-05-07 07:44:10,857 - wikidata12k_1n - [INFO] - [Epoch:18]: Training Loss:0.001144
2023-05-07 07:44:11,072 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 07:44:32,301 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 07:44:44,590 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 07:45:05,992 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 07:45:18,167 - wikidata12k_1n - [INFO] - [Evaluating Epoch 18 valid]:
MRR: Tail : 0.44496, Head : 0.27775, Avg : 0.36135
2023-05-07 07:45:19,133 - wikidata12k_1n - [INFO] - [Epoch 18]: Training Loss: 0.0011438, Valid MRR: 0.36135,
2023-05-07 07:45:19,775 - wikidata12k_1n - [INFO] - [E:19| 0]: Train Loss:0.0011798, Val MRR:0.36135, wikidata12k_1n
2023-05-07 07:46:22,474 - wikidata12k_1n - [INFO] - [E:19| 100]: Train Loss:0.001129, Val MRR:0.36135, wikidata12k_1n
2023-05-07 07:47:25,183 - wikidata12k_1n - [INFO] - [E:19| 200]: Train Loss:0.0011374, Val MRR:0.36135, wikidata12k_1n
2023-05-07 07:48:27,933 - wikidata12k_1n - [INFO] - [E:19| 300]: Train Loss:0.0011354, Val MRR:0.36135, wikidata12k_1n
2023-05-07 07:49:30,656 - wikidata12k_1n - [INFO] - [E:19| 400]: Train Loss:0.0011356, Val MRR:0.36135, wikidata12k_1n
2023-05-07 07:50:33,374 - wikidata12k_1n - [INFO] - [E:19| 500]: Train Loss:0.0011351, Val MRR:0.36135, wikidata12k_1n
2023-05-07 07:51:36,230 - wikidata12k_1n - [INFO] - [E:19| 600]: Train Loss:0.0011349, Val MRR:0.36135, wikidata12k_1n
2023-05-07 07:52:38,969 - wikidata12k_1n - [INFO] - [E:19| 700]: Train Loss:0.0011351, Val MRR:0.36135, wikidata12k_1n
2023-05-07 07:53:41,687 - wikidata12k_1n - [INFO] - [E:19| 800]: Train Loss:0.0011348, Val MRR:0.36135, wikidata12k_1n
2023-05-07 07:54:44,410 - wikidata12k_1n - [INFO] - [E:19| 900]: Train Loss:0.0011348, Val MRR:0.36135, wikidata12k_1n
2023-05-07 07:55:47,283 - wikidata12k_1n - [INFO] - [E:19| 1000]: Train Loss:0.0011356, Val MRR:0.36135, wikidata12k_1n
2023-05-07 07:56:50,051 - wikidata12k_1n - [INFO] - [E:19| 1100]: Train Loss:0.0011351, Val MRR:0.36135, wikidata12k_1n
2023-05-07 07:57:52,927 - wikidata12k_1n - [INFO] - [E:19| 1200]: Train Loss:0.0011351, Val MRR:0.36135, wikidata12k_1n
2023-05-07 07:58:55,758 - wikidata12k_1n - [INFO] - [E:19| 1300]: Train Loss:0.0011359, Val MRR:0.36135, wikidata12k_1n
2023-05-07 07:59:58,587 - wikidata12k_1n - [INFO] - [E:19| 1400]: Train Loss:0.0011362, Val MRR:0.36135, wikidata12k_1n
2023-05-07 08:01:01,423 - wikidata12k_1n - [INFO] - [E:19| 1500]: Train Loss:0.0011359, Val MRR:0.36135, wikidata12k_1n
2023-05-07 08:02:04,215 - wikidata12k_1n - [INFO] - [E:19| 1600]: Train Loss:0.0011358, Val MRR:0.36135, wikidata12k_1n
2023-05-07 08:02:45,258 - wikidata12k_1n - [INFO] - [Epoch:19]: Training Loss:0.001136
2023-05-07 08:02:45,472 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 08:03:06,712 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 08:03:19,020 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 08:03:40,426 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 08:03:52,596 - wikidata12k_1n - [INFO] - [Evaluating Epoch 19 valid]:
MRR: Tail : 0.45675, Head : 0.28921, Avg : 0.37298
MR: Tail : 385.72, Head : 521.39, Avg : 453.56
Hit-1: Tail : 0.36451, Head : 0.21175, Avg : 0.28813
Hit-3: Tail : 0.51292, Head : 0.31349, Avg : 0.4132
Hit-10: Tail : 0.61298, Head : 0.45205, Avg : 0.53251
2023-05-07 08:03:53,565 - wikidata12k_1n - [INFO] - [Epoch 19]: Training Loss: 0.0011355, Valid MRR: 0.37298,
2023-05-07 08:03:54,223 - wikidata12k_1n - [INFO] - [E:20| 0]: Train Loss:0.0011469, Val MRR:0.37298, wikidata12k_1n
2023-05-07 08:04:57,016 - wikidata12k_1n - [INFO] - [E:20| 100]: Train Loss:0.0011279, Val MRR:0.37298, wikidata12k_1n
2023-05-07 08:05:59,786 - wikidata12k_1n - [INFO] - [E:20| 200]: Train Loss:0.0011302, Val MRR:0.37298, wikidata12k_1n
2023-05-07 08:07:02,564 - wikidata12k_1n - [INFO] - [E:20| 300]: Train Loss:0.0011304, Val MRR:0.37298, wikidata12k_1n
2023-05-07 08:08:05,336 - wikidata12k_1n - [INFO] - [E:20| 400]: Train Loss:0.0011303, Val MRR:0.37298, wikidata12k_1n
2023-05-07 08:09:08,162 - wikidata12k_1n - [INFO] - [E:20| 500]: Train Loss:0.0011307, Val MRR:0.37298, wikidata12k_1n
2023-05-07 08:10:10,977 - wikidata12k_1n - [INFO] - [E:20| 600]: Train Loss:0.0011306, Val MRR:0.37298, wikidata12k_1n
2023-05-07 08:11:13,790 - wikidata12k_1n - [INFO] - [E:20| 700]: Train Loss:0.0011297, Val MRR:0.37298, wikidata12k_1n
2023-05-07 08:12:16,579 - wikidata12k_1n - [INFO] - [E:20| 800]: Train Loss:0.0011293, Val MRR:0.37298, wikidata12k_1n
2023-05-07 08:13:19,386 - wikidata12k_1n - [INFO] - [E:20| 900]: Train Loss:0.0011282, Val MRR:0.37298, wikidata12k_1n
2023-05-07 08:14:22,201 - wikidata12k_1n - [INFO] - [E:20| 1000]: Train Loss:0.0011283, Val MRR:0.37298, wikidata12k_1n
2023-05-07 08:15:25,021 - wikidata12k_1n - [INFO] - [E:20| 1100]: Train Loss:0.0011278, Val MRR:0.37298, wikidata12k_1n
2023-05-07 08:16:27,824 - wikidata12k_1n - [INFO] - [E:20| 1200]: Train Loss:0.0011275, Val MRR:0.37298, wikidata12k_1n
2023-05-07 08:17:30,683 - wikidata12k_1n - [INFO] - [E:20| 1300]: Train Loss:0.0011272, Val MRR:0.37298, wikidata12k_1n
2023-05-07 08:18:33,394 - wikidata12k_1n - [INFO] - [E:20| 1400]: Train Loss:0.0011272, Val MRR:0.37298, wikidata12k_1n
2023-05-07 08:19:36,118 - wikidata12k_1n - [INFO] - [E:20| 1500]: Train Loss:0.0011267, Val MRR:0.37298, wikidata12k_1n
2023-05-07 08:20:38,836 - wikidata12k_1n - [INFO] - [E:20| 1600]: Train Loss:0.0011265, Val MRR:0.37298, wikidata12k_1n
2023-05-07 08:21:19,816 - wikidata12k_1n - [INFO] - [Epoch:20]: Training Loss:0.001126
2023-05-07 08:21:20,031 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 08:21:41,253 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 08:21:53,530 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 08:22:14,929 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 08:22:27,111 - wikidata12k_1n - [INFO] - [Evaluating Epoch 20 valid]:
MRR: Tail : 0.45208, Head : 0.29901, Avg : 0.37554
2023-05-07 08:22:28,070 - wikidata12k_1n - [INFO] - [Epoch 20]: Training Loss: 0.0011264, Valid MRR: 0.37554,
2023-05-07 08:22:28,723 - wikidata12k_1n - [INFO] - [E:21| 0]: Train Loss:0.0012433, Val MRR:0.37554, wikidata12k_1n
2023-05-07 08:23:31,438 - wikidata12k_1n - [INFO] - [E:21| 100]: Train Loss:0.0011156, Val MRR:0.37554, wikidata12k_1n
2023-05-07 08:24:34,151 - wikidata12k_1n - [INFO] - [E:21| 200]: Train Loss:0.001119, Val MRR:0.37554, wikidata12k_1n
2023-05-07 08:25:37,019 - wikidata12k_1n - [INFO] - [E:21| 300]: Train Loss:0.001119, Val MRR:0.37554, wikidata12k_1n
2023-05-07 08:26:39,790 - wikidata12k_1n - [INFO] - [E:21| 400]: Train Loss:0.0011187, Val MRR:0.37554, wikidata12k_1n
2023-05-07 08:27:42,628 - wikidata12k_1n - [INFO] - [E:21| 500]: Train Loss:0.0011183, Val MRR:0.37554, wikidata12k_1n
2023-05-07 08:28:45,347 - wikidata12k_1n - [INFO] - [E:21| 600]: Train Loss:0.0011172, Val MRR:0.37554, wikidata12k_1n
2023-05-07 08:29:48,056 - wikidata12k_1n - [INFO] - [E:21| 700]: Train Loss:0.0011171, Val MRR:0.37554, wikidata12k_1n
2023-05-07 08:30:50,856 - wikidata12k_1n - [INFO] - [E:21| 800]: Train Loss:0.0011175, Val MRR:0.37554, wikidata12k_1n
2023-05-07 08:31:53,633 - wikidata12k_1n - [INFO] - [E:21| 900]: Train Loss:0.0011181, Val MRR:0.37554, wikidata12k_1n
2023-05-07 08:32:56,399 - wikidata12k_1n - [INFO] - [E:21| 1000]: Train Loss:0.0011185, Val MRR:0.37554, wikidata12k_1n
2023-05-07 08:33:59,235 - wikidata12k_1n - [INFO] - [E:21| 1100]: Train Loss:0.0011186, Val MRR:0.37554, wikidata12k_1n
2023-05-07 08:35:02,107 - wikidata12k_1n - [INFO] - [E:21| 1200]: Train Loss:0.0011181, Val MRR:0.37554, wikidata12k_1n
2023-05-07 08:36:04,956 - wikidata12k_1n - [INFO] - [E:21| 1300]: Train Loss:0.0011185, Val MRR:0.37554, wikidata12k_1n
2023-05-07 08:37:07,779 - wikidata12k_1n - [INFO] - [E:21| 1400]: Train Loss:0.0011184, Val MRR:0.37554, wikidata12k_1n
2023-05-07 08:38:10,582 - wikidata12k_1n - [INFO] - [E:21| 1500]: Train Loss:0.0011187, Val MRR:0.37554, wikidata12k_1n
2023-05-07 08:39:13,389 - wikidata12k_1n - [INFO] - [E:21| 1600]: Train Loss:0.0011187, Val MRR:0.37554, wikidata12k_1n
2023-05-07 08:39:54,465 - wikidata12k_1n - [INFO] - [Epoch:21]: Training Loss:0.001119
2023-05-07 08:39:54,680 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 08:40:15,960 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 08:40:28,287 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 08:40:49,726 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 08:41:01,928 - wikidata12k_1n - [INFO] - [Evaluating Epoch 21 valid]:
MRR: Tail : 0.46344, Head : 0.31034, Avg : 0.38689
2023-05-07 08:41:02,907 - wikidata12k_1n - [INFO] - [Epoch 21]: Training Loss: 0.0011188, Valid MRR: 0.38689,
2023-05-07 08:41:03,553 - wikidata12k_1n - [INFO] - [E:22| 0]: Train Loss:0.0010955, Val MRR:0.38689, wikidata12k_1n
2023-05-07 08:42:06,443 - wikidata12k_1n - [INFO] - [E:22| 100]: Train Loss:0.0011137, Val MRR:0.38689, wikidata12k_1n
2023-05-07 08:43:09,267 - wikidata12k_1n - [INFO] - [E:22| 200]: Train Loss:0.0011132, Val MRR:0.38689, wikidata12k_1n
2023-05-07 08:44:11,979 - wikidata12k_1n - [INFO] - [E:22| 300]: Train Loss:0.001114, Val MRR:0.38689, wikidata12k_1n
2023-05-07 08:45:14,764 - wikidata12k_1n - [INFO] - [E:22| 400]: Train Loss:0.0011138, Val MRR:0.38689, wikidata12k_1n
2023-05-07 08:46:17,563 - wikidata12k_1n - [INFO] - [E:22| 500]: Train Loss:0.001113, Val MRR:0.38689, wikidata12k_1n
2023-05-07 08:47:20,466 - wikidata12k_1n - [INFO] - [E:22| 600]: Train Loss:0.0011136, Val MRR:0.38689, wikidata12k_1n
2023-05-07 08:48:23,264 - wikidata12k_1n - [INFO] - [E:22| 700]: Train Loss:0.0011127, Val MRR:0.38689, wikidata12k_1n
2023-05-07 08:49:26,044 - wikidata12k_1n - [INFO] - [E:22| 800]: Train Loss:0.0011131, Val MRR:0.38689, wikidata12k_1n
2023-05-07 08:50:28,825 - wikidata12k_1n - [INFO] - [E:22| 900]: Train Loss:0.0011136, Val MRR:0.38689, wikidata12k_1n
2023-05-07 08:51:31,577 - wikidata12k_1n - [INFO] - [E:22| 1000]: Train Loss:0.0011141, Val MRR:0.38689, wikidata12k_1n
2023-05-07 08:52:34,283 - wikidata12k_1n - [INFO] - [E:22| 1100]: Train Loss:0.0011139, Val MRR:0.38689, wikidata12k_1n
2023-05-07 08:53:37,175 - wikidata12k_1n - [INFO] - [E:22| 1200]: Train Loss:0.0011137, Val MRR:0.38689, wikidata12k_1n
2023-05-07 08:54:40,026 - wikidata12k_1n - [INFO] - [E:22| 1300]: Train Loss:0.0011136, Val MRR:0.38689, wikidata12k_1n
2023-05-07 08:55:42,890 - wikidata12k_1n - [INFO] - [E:22| 1400]: Train Loss:0.001113, Val MRR:0.38689, wikidata12k_1n
2023-05-07 08:56:45,770 - wikidata12k_1n - [INFO] - [E:22| 1500]: Train Loss:0.0011127, Val MRR:0.38689, wikidata12k_1n
2023-05-07 08:57:48,595 - wikidata12k_1n - [INFO] - [E:22| 1600]: Train Loss:0.0011125, Val MRR:0.38689, wikidata12k_1n
2023-05-07 08:58:29,623 - wikidata12k_1n - [INFO] - [Epoch:22]: Training Loss:0.001112
2023-05-07 08:58:29,837 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 08:58:51,055 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 08:59:03,338 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 08:59:24,728 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 08:59:36,937 - wikidata12k_1n - [INFO] - [Evaluating Epoch 22 valid]:
MRR: Tail : 0.46366, Head : 0.2957, Avg : 0.37968
2023-05-07 08:59:36,937 - wikidata12k_1n - [INFO] - [Epoch 22]: Training Loss: 0.0011124, Valid MRR: 0.38689,
2023-05-07 08:59:37,583 - wikidata12k_1n - [INFO] - [E:23| 0]: Train Loss:0.0011144, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:00:40,444 - wikidata12k_1n - [INFO] - [E:23| 100]: Train Loss:0.0011019, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:01:43,242 - wikidata12k_1n - [INFO] - [E:23| 200]: Train Loss:0.0011027, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:02:46,026 - wikidata12k_1n - [INFO] - [E:23| 300]: Train Loss:0.001102, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:03:48,816 - wikidata12k_1n - [INFO] - [E:23| 400]: Train Loss:0.0011031, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:04:51,511 - wikidata12k_1n - [INFO] - [E:23| 500]: Train Loss:0.0011033, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:05:54,219 - wikidata12k_1n - [INFO] - [E:23| 600]: Train Loss:0.001103, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:06:56,937 - wikidata12k_1n - [INFO] - [E:23| 700]: Train Loss:0.0011036, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:07:59,669 - wikidata12k_1n - [INFO] - [E:23| 800]: Train Loss:0.0011043, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:09:02,482 - wikidata12k_1n - [INFO] - [E:23| 900]: Train Loss:0.0011047, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:10:05,399 - wikidata12k_1n - [INFO] - [E:23| 1000]: Train Loss:0.0011061, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:11:08,326 - wikidata12k_1n - [INFO] - [E:23| 1100]: Train Loss:0.001106, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:12:11,137 - wikidata12k_1n - [INFO] - [E:23| 1200]: Train Loss:0.0011061, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:13:14,022 - wikidata12k_1n - [INFO] - [E:23| 1300]: Train Loss:0.0011056, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:14:16,916 - wikidata12k_1n - [INFO] - [E:23| 1400]: Train Loss:0.0011057, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:15:19,840 - wikidata12k_1n - [INFO] - [E:23| 1500]: Train Loss:0.0011056, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:16:22,560 - wikidata12k_1n - [INFO] - [E:23| 1600]: Train Loss:0.0011059, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:17:03,588 - wikidata12k_1n - [INFO] - [Epoch:23]: Training Loss:0.001106
2023-05-07 09:17:03,803 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 09:17:25,063 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 09:17:37,350 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 09:17:58,748 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 09:18:10,907 - wikidata12k_1n - [INFO] - [Evaluating Epoch 23 valid]:
MRR: Tail : 0.46845, Head : 0.29475, Avg : 0.3816
2023-05-07 09:18:10,907 - wikidata12k_1n - [INFO] - [Epoch 23]: Training Loss: 0.001106, Valid MRR: 0.38689,
2023-05-07 09:18:11,551 - wikidata12k_1n - [INFO] - [E:24| 0]: Train Loss:0.0011139, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:19:14,340 - wikidata12k_1n - [INFO] - [E:24| 100]: Train Loss:0.0010998, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:20:17,141 - wikidata12k_1n - [INFO] - [E:24| 200]: Train Loss:0.0011029, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:21:19,982 - wikidata12k_1n - [INFO] - [E:24| 300]: Train Loss:0.0011019, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:22:22,823 - wikidata12k_1n - [INFO] - [E:24| 400]: Train Loss:0.0011028, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:23:25,629 - wikidata12k_1n - [INFO] - [E:24| 500]: Train Loss:0.0011022, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:24:28,438 - wikidata12k_1n - [INFO] - [E:24| 600]: Train Loss:0.0011014, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:25:31,186 - wikidata12k_1n - [INFO] - [E:24| 700]: Train Loss:0.0011013, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:26:33,967 - wikidata12k_1n - [INFO] - [E:24| 800]: Train Loss:0.0011015, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:27:36,663 - wikidata12k_1n - [INFO] - [E:24| 900]: Train Loss:0.0011013, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:28:39,369 - wikidata12k_1n - [INFO] - [E:24| 1000]: Train Loss:0.0011012, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:29:42,097 - wikidata12k_1n - [INFO] - [E:24| 1100]: Train Loss:0.0011012, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:30:44,800 - wikidata12k_1n - [INFO] - [E:24| 1200]: Train Loss:0.0011011, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:31:47,531 - wikidata12k_1n - [INFO] - [E:24| 1300]: Train Loss:0.0011009, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:32:50,262 - wikidata12k_1n - [INFO] - [E:24| 1400]: Train Loss:0.0011003, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:33:52,975 - wikidata12k_1n - [INFO] - [E:24| 1500]: Train Loss:0.0011003, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:34:55,798 - wikidata12k_1n - [INFO] - [E:24| 1600]: Train Loss:0.0011003, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:35:36,825 - wikidata12k_1n - [INFO] - [Epoch:24]: Training Loss:0.0011
2023-05-07 09:35:37,040 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 09:35:58,268 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 09:36:10,563 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 09:36:31,958 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 09:36:44,128 - wikidata12k_1n - [INFO] - [Evaluating Epoch 24 valid]:
MRR: Tail : 0.46622, Head : 0.2999, Avg : 0.38306
2023-05-07 09:36:44,128 - wikidata12k_1n - [INFO] - [Epoch 24]: Training Loss: 0.0011002, Valid MRR: 0.38689,
2023-05-07 09:36:44,769 - wikidata12k_1n - [INFO] - [E:25| 0]: Train Loss:0.0011079, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:37:47,538 - wikidata12k_1n - [INFO] - [E:25| 100]: Train Loss:0.0010921, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:38:02,264 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True}
2023-05-07 09:38:12,963 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 09:38:50,337 - wikidata12k_1n - [INFO] - [E:25| 200]: Train Loss:0.0010922, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:38:50,483 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 09:39:09,350 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n
2023-05-07 09:39:47,555 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n
2023-05-07 09:39:53,085 - wikidata12k_1n - [INFO] - [E:25| 300]: Train Loss:0.0010939, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:40:06,603 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.44931, Head : 0.26868, Avg : 0.359
MR: Tail : 472.17, Head : 566.98, Avg : 519.57
Hit-1: Tail : 0.34788, Head : 0.1921, Avg : 0.26999
Hit-3: Tail : 0.51679, Head : 0.28426, Avg : 0.40052
Hit-10: Tail : 0.61932, Head : 0.43807, Avg : 0.5287
2023-05-07 09:40:55,826 - wikidata12k_1n - [INFO] - [E:25| 400]: Train Loss:0.0010941, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:41:58,595 - wikidata12k_1n - [INFO] - [E:25| 500]: Train Loss:0.0010946, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:43:01,482 - wikidata12k_1n - [INFO] - [E:25| 600]: Train Loss:0.0010949, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:44:04,324 - wikidata12k_1n - [INFO] - [E:25| 700]: Train Loss:0.0010948, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:45:07,163 - wikidata12k_1n - [INFO] - [E:25| 800]: Train Loss:0.0010956, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:46:09,971 - wikidata12k_1n - [INFO] - [E:25| 900]: Train Loss:0.0010954, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:47:12,765 - wikidata12k_1n - [INFO] - [E:25| 1000]: Train Loss:0.001095, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:48:15,597 - wikidata12k_1n - [INFO] - [E:25| 1100]: Train Loss:0.0010955, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:49:18,447 - wikidata12k_1n - [INFO] - [E:25| 1200]: Train Loss:0.0010956, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:50:21,249 - wikidata12k_1n - [INFO] - [E:25| 1300]: Train Loss:0.0010956, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:51:24,060 - wikidata12k_1n - [INFO] - [E:25| 1400]: Train Loss:0.0010954, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:52:26,854 - wikidata12k_1n - [INFO] - [E:25| 1500]: Train Loss:0.0010949, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:53:29,627 - wikidata12k_1n - [INFO] - [E:25| 1600]: Train Loss:0.001095, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:54:10,673 - wikidata12k_1n - [INFO] - [Epoch:25]: Training Loss:0.001095
2023-05-07 09:54:10,888 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 09:54:32,104 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 09:54:44,394 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 09:55:05,788 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 09:55:17,971 - wikidata12k_1n - [INFO] - [Evaluating Epoch 25 valid]:
MRR: Tail : 0.46666, Head : 0.3048, Avg : 0.38573
2023-05-07 09:55:17,971 - wikidata12k_1n - [INFO] - [Epoch 25]: Training Loss: 0.0010948, Valid MRR: 0.38689,
2023-05-07 09:55:18,618 - wikidata12k_1n - [INFO] - [E:26| 0]: Train Loss:0.0011139, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:56:21,360 - wikidata12k_1n - [INFO] - [E:26| 100]: Train Loss:0.0010912, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:57:24,102 - wikidata12k_1n - [INFO] - [E:26| 200]: Train Loss:0.0010873, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:58:26,809 - wikidata12k_1n - [INFO] - [E:26| 300]: Train Loss:0.0010889, Val MRR:0.38689, wikidata12k_1n
2023-05-07 09:59:29,573 - wikidata12k_1n - [INFO] - [E:26| 400]: Train Loss:0.0010892, Val MRR:0.38689, wikidata12k_1n
2023-05-07 10:00:32,299 - wikidata12k_1n - [INFO] - [E:26| 500]: Train Loss:0.0010897, Val MRR:0.38689, wikidata12k_1n
2023-05-07 10:01:35,022 - wikidata12k_1n - [INFO] - [E:26| 600]: Train Loss:0.0010896, Val MRR:0.38689, wikidata12k_1n
2023-05-07 10:02:37,753 - wikidata12k_1n - [INFO] - [E:26| 700]: Train Loss:0.0010905, Val MRR:0.38689, wikidata12k_1n
2023-05-07 10:03:40,480 - wikidata12k_1n - [INFO] - [E:26| 800]: Train Loss:0.0010901, Val MRR:0.38689, wikidata12k_1n
2023-05-07 10:04:43,180 - wikidata12k_1n - [INFO] - [E:26| 900]: Train Loss:0.0010904, Val MRR:0.38689, wikidata12k_1n
2023-05-07 10:05:45,891 - wikidata12k_1n - [INFO] - [E:26| 1000]: Train Loss:0.0010901, Val MRR:0.38689, wikidata12k_1n
2023-05-07 10:06:48,630 - wikidata12k_1n - [INFO] - [E:26| 1100]: Train Loss:0.00109, Val MRR:0.38689, wikidata12k_1n
2023-05-07 10:07:51,503 - wikidata12k_1n - [INFO] - [E:26| 1200]: Train Loss:0.0010901, Val MRR:0.38689, wikidata12k_1n
2023-05-07 10:08:54,329 - wikidata12k_1n - [INFO] - [E:26| 1300]: Train Loss:0.00109, Val MRR:0.38689, wikidata12k_1n
2023-05-07 10:09:57,131 - wikidata12k_1n - [INFO] - [E:26| 1400]: Train Loss:0.0010898, Val MRR:0.38689, wikidata12k_1n
2023-05-07 10:10:59,929 - wikidata12k_1n - [INFO] - [E:26| 1500]: Train Loss:0.0010896, Val MRR:0.38689, wikidata12k_1n
2023-05-07 10:12:02,748 - wikidata12k_1n - [INFO] - [E:26| 1600]: Train Loss:0.0010901, Val MRR:0.38689, wikidata12k_1n
2023-05-07 10:12:43,786 - wikidata12k_1n - [INFO] - [Epoch:26]: Training Loss:0.00109
2023-05-07 10:12:44,002 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 10:13:05,222 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 10:13:17,528 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 10:13:38,899 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 10:13:51,069 - wikidata12k_1n - [INFO] - [Evaluating Epoch 26 valid]:
MRR: Tail : 0.46741, Head : 0.31538, Avg : 0.3914
2023-05-07 10:13:52,042 - wikidata12k_1n - [INFO] - [Epoch 26]: Training Loss: 0.0010903, Valid MRR: 0.3914,
2023-05-07 10:13:52,691 - wikidata12k_1n - [INFO] - [E:27| 0]: Train Loss:0.001129, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:14:55,507 - wikidata12k_1n - [INFO] - [E:27| 100]: Train Loss:0.0010905, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:15:58,268 - wikidata12k_1n - [INFO] - [E:27| 200]: Train Loss:0.0010903, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:17:01,205 - wikidata12k_1n - [INFO] - [E:27| 300]: Train Loss:0.0010879, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:18:03,920 - wikidata12k_1n - [INFO] - [E:27| 400]: Train Loss:0.001087, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:19:06,705 - wikidata12k_1n - [INFO] - [E:27| 500]: Train Loss:0.0010869, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:20:09,432 - wikidata12k_1n - [INFO] - [E:27| 600]: Train Loss:0.0010884, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:21:12,135 - wikidata12k_1n - [INFO] - [E:27| 700]: Train Loss:0.0010888, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:22:14,808 - wikidata12k_1n - [INFO] - [E:27| 800]: Train Loss:0.0010879, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:23:17,579 - wikidata12k_1n - [INFO] - [E:27| 900]: Train Loss:0.0010876, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:24:20,483 - wikidata12k_1n - [INFO] - [E:27| 1000]: Train Loss:0.0010878, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:25:23,281 - wikidata12k_1n - [INFO] - [E:27| 1100]: Train Loss:0.0010872, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:26:25,994 - wikidata12k_1n - [INFO] - [E:27| 1200]: Train Loss:0.0010873, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:27:28,801 - wikidata12k_1n - [INFO] - [E:27| 1300]: Train Loss:0.0010869, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:28:31,551 - wikidata12k_1n - [INFO] - [E:27| 1400]: Train Loss:0.0010867, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:29:34,262 - wikidata12k_1n - [INFO] - [E:27| 1500]: Train Loss:0.0010871, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:30:36,960 - wikidata12k_1n - [INFO] - [E:27| 1600]: Train Loss:0.0010866, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:31:17,949 - wikidata12k_1n - [INFO] - [Epoch:27]: Training Loss:0.001086
2023-05-07 10:31:18,164 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 10:31:39,366 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 10:31:51,644 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 10:32:13,028 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 10:32:25,183 - wikidata12k_1n - [INFO] - [Evaluating Epoch 27 valid]:
MRR: Tail : 0.47417, Head : 0.27716, Avg : 0.37567
2023-05-07 10:32:25,184 - wikidata12k_1n - [INFO] - [Epoch 27]: Training Loss: 0.0010865, Valid MRR: 0.3914,
2023-05-07 10:32:25,824 - wikidata12k_1n - [INFO] - [E:28| 0]: Train Loss:0.0010786, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:33:28,586 - wikidata12k_1n - [INFO] - [E:28| 100]: Train Loss:0.0010789, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:34:31,416 - wikidata12k_1n - [INFO] - [E:28| 200]: Train Loss:0.0010801, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:35:34,087 - wikidata12k_1n - [INFO] - [E:28| 300]: Train Loss:0.0010809, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:36:36,772 - wikidata12k_1n - [INFO] - [E:28| 400]: Train Loss:0.0010793, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:37:39,494 - wikidata12k_1n - [INFO] - [E:28| 500]: Train Loss:0.0010787, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:38:42,185 - wikidata12k_1n - [INFO] - [E:28| 600]: Train Loss:0.0010786, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:39:44,893 - wikidata12k_1n - [INFO] - [E:28| 700]: Train Loss:0.0010782, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:40:47,578 - wikidata12k_1n - [INFO] - [E:28| 800]: Train Loss:0.0010787, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:41:50,262 - wikidata12k_1n - [INFO] - [E:28| 900]: Train Loss:0.0010795, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:42:53,030 - wikidata12k_1n - [INFO] - [E:28| 1000]: Train Loss:0.00108, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:43:55,717 - wikidata12k_1n - [INFO] - [E:28| 1100]: Train Loss:0.00108, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:44:58,474 - wikidata12k_1n - [INFO] - [E:28| 1200]: Train Loss:0.0010802, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:46:01,319 - wikidata12k_1n - [INFO] - [E:28| 1300]: Train Loss:0.0010805, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:47:04,143 - wikidata12k_1n - [INFO] - [E:28| 1400]: Train Loss:0.0010811, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:48:06,982 - wikidata12k_1n - [INFO] - [E:28| 1500]: Train Loss:0.0010816, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:49:09,797 - wikidata12k_1n - [INFO] - [E:28| 1600]: Train Loss:0.0010815, Val MRR:0.3914, wikidata12k_1n
2023-05-07 10:49:50,749 - wikidata12k_1n - [INFO] - [Epoch:28]: Training Loss:0.001081
2023-05-07 10:49:50,965 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 10:50:12,167 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 10:50:24,432 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 10:50:45,896 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 10:50:58,071 - wikidata12k_1n - [INFO] - [Evaluating Epoch 28 valid]:
MRR: Tail : 0.47453, Head : 0.31635, Avg : 0.39544
2023-05-07 10:50:59,062 - wikidata12k_1n - [INFO] - [Epoch 28]: Training Loss: 0.0010813, Valid MRR: 0.39544,
2023-05-07 10:50:59,711 - wikidata12k_1n - [INFO] - [E:29| 0]: Train Loss:0.0010906, Val MRR:0.39544, wikidata12k_1n
2023-05-07 10:52:02,484 - wikidata12k_1n - [INFO] - [E:29| 100]: Train Loss:0.0010765, Val MRR:0.39544, wikidata12k_1n
2023-05-07 10:53:05,259 - wikidata12k_1n - [INFO] - [E:29| 200]: Train Loss:0.0010773, Val MRR:0.39544, wikidata12k_1n
2023-05-07 10:54:08,044 - wikidata12k_1n - [INFO] - [E:29| 300]: Train Loss:0.0010779, Val MRR:0.39544, wikidata12k_1n
2023-05-07 10:55:10,850 - wikidata12k_1n - [INFO] - [E:29| 400]: Train Loss:0.001078, Val MRR:0.39544, wikidata12k_1n
2023-05-07 10:56:13,660 - wikidata12k_1n - [INFO] - [E:29| 500]: Train Loss:0.0010794, Val MRR:0.39544, wikidata12k_1n
2023-05-07 10:57:16,422 - wikidata12k_1n - [INFO] - [E:29| 600]: Train Loss:0.0010797, Val MRR:0.39544, wikidata12k_1n
2023-05-07 10:58:19,112 - wikidata12k_1n - [INFO] - [E:29| 700]: Train Loss:0.0010786, Val MRR:0.39544, wikidata12k_1n
2023-05-07 10:59:21,832 - wikidata12k_1n - [INFO] - [E:29| 800]: Train Loss:0.0010777, Val MRR:0.39544, wikidata12k_1n
2023-05-07 11:00:24,684 - wikidata12k_1n - [INFO] - [E:29| 900]: Train Loss:0.0010775, Val MRR:0.39544, wikidata12k_1n
2023-05-07 11:01:27,473 - wikidata12k_1n - [INFO] - [E:29| 1000]: Train Loss:0.0010777, Val MRR:0.39544, wikidata12k_1n
2023-05-07 11:02:30,293 - wikidata12k_1n - [INFO] - [E:29| 1100]: Train Loss:0.0010773, Val MRR:0.39544, wikidata12k_1n
2023-05-07 11:02:36,227 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True}
2023-05-07 11:02:47,333 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 11:03:33,161 - wikidata12k_1n - [INFO] - [E:29| 1200]: Train Loss:0.0010766, Val MRR:0.39544, wikidata12k_1n
2023-05-07 11:04:35,890 - wikidata12k_1n - [INFO] - [E:29| 1300]: Train Loss:0.0010768, Val MRR:0.39544, wikidata12k_1n
2023-05-07 11:05:38,550 - wikidata12k_1n - [INFO] - [E:29| 1400]: Train Loss:0.0010772, Val MRR:0.39544, wikidata12k_1n
2023-05-07 11:06:41,225 - wikidata12k_1n - [INFO] - [E:29| 1500]: Train Loss:0.0010772, Val MRR:0.39544, wikidata12k_1n
2023-05-07 11:07:43,901 - wikidata12k_1n - [INFO] - [E:29| 1600]: Train Loss:0.0010771, Val MRR:0.39544, wikidata12k_1n
2023-05-07 11:08:25,005 - wikidata12k_1n - [INFO] - [Epoch:29]: Training Loss:0.001077
2023-05-07 11:08:25,219 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 11:08:46,421 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 11:08:58,701 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 11:09:20,081 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 11:09:32,231 - wikidata12k_1n - [INFO] - [Evaluating Epoch 29 valid]:
MRR: Tail : 0.47616, Head : 0.33092, Avg : 0.40354
MR: Tail : 371.3, Head : 423.98, Avg : 397.64
Hit-1: Tail : 0.37708, Head : 0.23748, Avg : 0.30728
Hit-3: Tail : 0.53509, Head : 0.38222, Avg : 0.45865
Hit-10: Tail : 0.64821, Head : 0.51465, Avg : 0.58143
2023-05-07 11:09:33,182 - wikidata12k_1n - [INFO] - [Epoch 29]: Training Loss: 0.0010771, Valid MRR: 0.40354,
2023-05-07 11:09:33,823 - wikidata12k_1n - [INFO] - [E:30| 0]: Train Loss:0.0010321, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:10:03,413 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True}
2023-05-07 11:10:14,331 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 11:10:36,647 - wikidata12k_1n - [INFO] - [E:30| 100]: Train Loss:0.0010762, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:10:52,292 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 11:11:11,273 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n
2023-05-07 11:11:39,481 - wikidata12k_1n - [INFO] - [E:30| 200]: Train Loss:0.001072, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:11:49,785 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n
2023-05-07 11:12:08,740 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.45567, Head : 0.28902, Avg : 0.37235
MR: Tail : 498.45, Head : 543.9, Avg : 521.18
Hit-1: Tail : 0.35032, Head : 0.20518, Avg : 0.27775
Hit-3: Tail : 0.52794, Head : 0.30948, Avg : 0.41871
Hit-10: Tail : 0.6391, Head : 0.47553, Avg : 0.55731
2023-05-07 11:12:42,304 - wikidata12k_1n - [INFO] - [E:30| 300]: Train Loss:0.0010729, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:13:45,117 - wikidata12k_1n - [INFO] - [E:30| 400]: Train Loss:0.0010739, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:14:47,920 - wikidata12k_1n - [INFO] - [E:30| 500]: Train Loss:0.0010738, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:15:50,718 - wikidata12k_1n - [INFO] - [E:30| 600]: Train Loss:0.0010736, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:16:53,542 - wikidata12k_1n - [INFO] - [E:30| 700]: Train Loss:0.0010726, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:17:56,316 - wikidata12k_1n - [INFO] - [E:30| 800]: Train Loss:0.0010729, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:18:59,126 - wikidata12k_1n - [INFO] - [E:30| 900]: Train Loss:0.0010732, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:20:02,076 - wikidata12k_1n - [INFO] - [E:30| 1000]: Train Loss:0.0010728, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:21:05,068 - wikidata12k_1n - [INFO] - [E:30| 1100]: Train Loss:0.0010727, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:22:07,985 - wikidata12k_1n - [INFO] - [E:30| 1200]: Train Loss:0.0010725, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:23:10,816 - wikidata12k_1n - [INFO] - [E:30| 1300]: Train Loss:0.0010724, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:24:13,657 - wikidata12k_1n - [INFO] - [E:30| 1400]: Train Loss:0.0010727, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:25:16,476 - wikidata12k_1n - [INFO] - [E:30| 1500]: Train Loss:0.0010733, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:26:19,279 - wikidata12k_1n - [INFO] - [E:30| 1600]: Train Loss:0.0010733, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:27:00,271 - wikidata12k_1n - [INFO] - [Epoch:30]: Training Loss:0.001073
2023-05-07 11:27:00,485 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 11:27:21,704 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 11:27:33,989 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 11:27:55,373 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 11:28:07,593 - wikidata12k_1n - [INFO] - [Evaluating Epoch 30 valid]:
MRR: Tail : 0.4725, Head : 0.32679, Avg : 0.39964
2023-05-07 11:28:07,593 - wikidata12k_1n - [INFO] - [Epoch 30]: Training Loss: 0.0010733, Valid MRR: 0.40354,
2023-05-07 11:28:08,235 - wikidata12k_1n - [INFO] - [E:31| 0]: Train Loss:0.0010565, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:29:10,901 - wikidata12k_1n - [INFO] - [E:31| 100]: Train Loss:0.0010662, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:30:13,605 - wikidata12k_1n - [INFO] - [E:31| 200]: Train Loss:0.0010709, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:31:16,289 - wikidata12k_1n - [INFO] - [E:31| 300]: Train Loss:0.0010698, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:32:19,009 - wikidata12k_1n - [INFO] - [E:31| 400]: Train Loss:0.0010698, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:33:21,699 - wikidata12k_1n - [INFO] - [E:31| 500]: Train Loss:0.0010696, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:34:24,541 - wikidata12k_1n - [INFO] - [E:31| 600]: Train Loss:0.0010702, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:35:27,317 - wikidata12k_1n - [INFO] - [E:31| 700]: Train Loss:0.0010702, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:36:30,116 - wikidata12k_1n - [INFO] - [E:31| 800]: Train Loss:0.0010694, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:37:32,923 - wikidata12k_1n - [INFO] - [E:31| 900]: Train Loss:0.0010696, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:38:35,760 - wikidata12k_1n - [INFO] - [E:31| 1000]: Train Loss:0.0010693, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:39:38,575 - wikidata12k_1n - [INFO] - [E:31| 1100]: Train Loss:0.0010694, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:40:41,412 - wikidata12k_1n - [INFO] - [E:31| 1200]: Train Loss:0.0010695, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:41:44,232 - wikidata12k_1n - [INFO] - [E:31| 1300]: Train Loss:0.0010699, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:42:47,062 - wikidata12k_1n - [INFO] - [E:31| 1400]: Train Loss:0.0010695, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:43:49,749 - wikidata12k_1n - [INFO] - [E:31| 1500]: Train Loss:0.0010694, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:44:52,455 - wikidata12k_1n - [INFO] - [E:31| 1600]: Train Loss:0.0010698, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:45:33,519 - wikidata12k_1n - [INFO] - [Epoch:31]: Training Loss:0.00107
2023-05-07 11:45:33,735 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 11:45:54,960 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 11:46:07,263 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 11:46:28,648 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 11:46:40,820 - wikidata12k_1n - [INFO] - [Evaluating Epoch 31 valid]:
MRR: Tail : 0.47525, Head : 0.31337, Avg : 0.39431
2023-05-07 11:46:40,820 - wikidata12k_1n - [INFO] - [Epoch 31]: Training Loss: 0.0010699, Valid MRR: 0.40354,
2023-05-07 11:46:41,463 - wikidata12k_1n - [INFO] - [E:32| 0]: Train Loss:0.001063, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:47:44,273 - wikidata12k_1n - [INFO] - [E:32| 100]: Train Loss:0.0010649, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:48:47,127 - wikidata12k_1n - [INFO] - [E:32| 200]: Train Loss:0.0010643, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:49:49,909 - wikidata12k_1n - [INFO] - [E:32| 300]: Train Loss:0.0010661, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:50:52,715 - wikidata12k_1n - [INFO] - [E:32| 400]: Train Loss:0.0010654, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:51:55,590 - wikidata12k_1n - [INFO] - [E:32| 500]: Train Loss:0.0010654, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:52:58,409 - wikidata12k_1n - [INFO] - [E:32| 600]: Train Loss:0.0010651, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:54:01,128 - wikidata12k_1n - [INFO] - [E:32| 700]: Train Loss:0.0010651, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:55:03,823 - wikidata12k_1n - [INFO] - [E:32| 800]: Train Loss:0.0010655, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:56:06,514 - wikidata12k_1n - [INFO] - [E:32| 900]: Train Loss:0.0010657, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:57:09,208 - wikidata12k_1n - [INFO] - [E:32| 1000]: Train Loss:0.001066, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:58:11,922 - wikidata12k_1n - [INFO] - [E:32| 1100]: Train Loss:0.0010665, Val MRR:0.40354, wikidata12k_1n
2023-05-07 11:59:14,622 - wikidata12k_1n - [INFO] - [E:32| 1200]: Train Loss:0.0010662, Val MRR:0.40354, wikidata12k_1n
2023-05-07 12:00:17,389 - wikidata12k_1n - [INFO] - [E:32| 1300]: Train Loss:0.0010661, Val MRR:0.40354, wikidata12k_1n
2023-05-07 12:01:20,086 - wikidata12k_1n - [INFO] - [E:32| 1400]: Train Loss:0.0010658, Val MRR:0.40354, wikidata12k_1n
2023-05-07 12:02:22,760 - wikidata12k_1n - [INFO] - [E:32| 1500]: Train Loss:0.0010663, Val MRR:0.40354, wikidata12k_1n
2023-05-07 12:03:25,464 - wikidata12k_1n - [INFO] - [E:32| 1600]: Train Loss:0.0010663, Val MRR:0.40354, wikidata12k_1n
2023-05-07 12:04:06,503 - wikidata12k_1n - [INFO] - [Epoch:32]: Training Loss:0.001066
2023-05-07 12:04:06,719 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 12:04:27,946 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 12:04:40,241 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 12:05:01,643 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 12:05:13,817 - wikidata12k_1n - [INFO] - [Evaluating Epoch 32 valid]:
MRR: Tail : 0.48422, Head : 0.33037, Avg : 0.40729
2023-05-07 12:05:14,798 - wikidata12k_1n - [INFO] - [Epoch 32]: Training Loss: 0.0010663, Valid MRR: 0.40729,
2023-05-07 12:05:15,446 - wikidata12k_1n - [INFO] - [E:33| 0]: Train Loss:0.0010481, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:06:13,222 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True}
2023-05-07 12:06:18,246 - wikidata12k_1n - [INFO] - [E:33| 100]: Train Loss:0.0010668, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:06:24,169 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 12:07:01,842 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 12:07:20,531 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n
2023-05-07 12:07:20,973 - wikidata12k_1n - [INFO] - [E:33| 200]: Train Loss:0.0010652, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:07:59,125 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n
2023-05-07 12:08:18,245 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.45317, Head : 0.28409, Avg : 0.36863
MR: Tail : 498.88, Head : 537.87, Avg : 518.38
Hit-1: Tail : 0.34902, Head : 0.19838, Avg : 0.2737
Hit-3: Tail : 0.51741, Head : 0.30398, Avg : 0.41069
Hit-10: Tail : 0.64231, Head : 0.48233, Avg : 0.56232
2023-05-07 12:08:23,666 - wikidata12k_1n - [INFO] - [E:33| 300]: Train Loss:0.0010632, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:09:26,491 - wikidata12k_1n - [INFO] - [E:33| 400]: Train Loss:0.0010626, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:10:29,199 - wikidata12k_1n - [INFO] - [E:33| 500]: Train Loss:0.0010621, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:11:31,922 - wikidata12k_1n - [INFO] - [E:33| 600]: Train Loss:0.0010615, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:12:34,638 - wikidata12k_1n - [INFO] - [E:33| 700]: Train Loss:0.0010615, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:13:37,474 - wikidata12k_1n - [INFO] - [E:33| 800]: Train Loss:0.0010615, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:14:40,387 - wikidata12k_1n - [INFO] - [E:33| 900]: Train Loss:0.0010612, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:15:43,212 - wikidata12k_1n - [INFO] - [E:33| 1000]: Train Loss:0.0010618, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:16:46,009 - wikidata12k_1n - [INFO] - [E:33| 1100]: Train Loss:0.0010619, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:17:48,835 - wikidata12k_1n - [INFO] - [E:33| 1200]: Train Loss:0.0010624, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:18:51,530 - wikidata12k_1n - [INFO] - [E:33| 1300]: Train Loss:0.0010628, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:19:54,259 - wikidata12k_1n - [INFO] - [E:33| 1400]: Train Loss:0.001063, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:20:56,980 - wikidata12k_1n - [INFO] - [E:33| 1500]: Train Loss:0.0010629, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:21:59,691 - wikidata12k_1n - [INFO] - [E:33| 1600]: Train Loss:0.001063, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:22:40,623 - wikidata12k_1n - [INFO] - [Epoch:33]: Training Loss:0.001063
2023-05-07 12:22:40,838 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 12:23:02,047 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 12:23:14,323 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 12:23:35,687 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 12:23:47,840 - wikidata12k_1n - [INFO] - [Evaluating Epoch 33 valid]:
MRR: Tail : 0.48224, Head : 0.28061, Avg : 0.38143
2023-05-07 12:23:47,840 - wikidata12k_1n - [INFO] - [Epoch 33]: Training Loss: 0.0010632, Valid MRR: 0.40729,
2023-05-07 12:23:48,481 - wikidata12k_1n - [INFO] - [E:34| 0]: Train Loss:0.0010507, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:24:51,258 - wikidata12k_1n - [INFO] - [E:34| 100]: Train Loss:0.0010589, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:25:54,090 - wikidata12k_1n - [INFO] - [E:34| 200]: Train Loss:0.001058, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:26:56,900 - wikidata12k_1n - [INFO] - [E:34| 300]: Train Loss:0.0010586, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:27:59,667 - wikidata12k_1n - [INFO] - [E:34| 400]: Train Loss:0.0010587, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:29:02,427 - wikidata12k_1n - [INFO] - [E:34| 500]: Train Loss:0.0010594, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:30:05,185 - wikidata12k_1n - [INFO] - [E:34| 600]: Train Loss:0.0010587, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:31:07,926 - wikidata12k_1n - [INFO] - [E:34| 700]: Train Loss:0.0010584, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:32:10,675 - wikidata12k_1n - [INFO] - [E:34| 800]: Train Loss:0.0010587, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:33:13,453 - wikidata12k_1n - [INFO] - [E:34| 900]: Train Loss:0.0010585, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:34:16,198 - wikidata12k_1n - [INFO] - [E:34| 1000]: Train Loss:0.0010591, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:35:19,015 - wikidata12k_1n - [INFO] - [E:34| 1100]: Train Loss:0.0010594, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:36:21,765 - wikidata12k_1n - [INFO] - [E:34| 1200]: Train Loss:0.0010598, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:37:24,530 - wikidata12k_1n - [INFO] - [E:34| 1300]: Train Loss:0.0010597, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:38:27,283 - wikidata12k_1n - [INFO] - [E:34| 1400]: Train Loss:0.0010602, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:39:30,047 - wikidata12k_1n - [INFO] - [E:34| 1500]: Train Loss:0.0010599, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:40:32,854 - wikidata12k_1n - [INFO] - [E:34| 1600]: Train Loss:0.0010598, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:41:13,883 - wikidata12k_1n - [INFO] - [Epoch:34]: Training Loss:0.00106
2023-05-07 12:41:14,099 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 12:41:35,316 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 12:41:47,608 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 12:42:09,021 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 12:42:21,190 - wikidata12k_1n - [INFO] - [Evaluating Epoch 34 valid]:
MRR: Tail : 0.47937, Head : 0.27827, Avg : 0.37882
2023-05-07 12:42:21,191 - wikidata12k_1n - [INFO] - [Epoch 34]: Training Loss: 0.0010601, Valid MRR: 0.40729,
2023-05-07 12:42:21,836 - wikidata12k_1n - [INFO] - [E:35| 0]: Train Loss:0.0010799, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:43:24,638 - wikidata12k_1n - [INFO] - [E:35| 100]: Train Loss:0.0010614, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:44:27,578 - wikidata12k_1n - [INFO] - [E:35| 200]: Train Loss:0.0010624, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:45:30,319 - wikidata12k_1n - [INFO] - [E:35| 300]: Train Loss:0.00106, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:46:33,091 - wikidata12k_1n - [INFO] - [E:35| 400]: Train Loss:0.0010595, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:47:35,860 - wikidata12k_1n - [INFO] - [E:35| 500]: Train Loss:0.0010591, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:48:38,635 - wikidata12k_1n - [INFO] - [E:35| 600]: Train Loss:0.0010586, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:49:41,376 - wikidata12k_1n - [INFO] - [E:35| 700]: Train Loss:0.0010587, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:50:44,115 - wikidata12k_1n - [INFO] - [E:35| 800]: Train Loss:0.001058, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:51:46,848 - wikidata12k_1n - [INFO] - [E:35| 900]: Train Loss:0.0010584, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:52:49,747 - wikidata12k_1n - [INFO] - [E:35| 1000]: Train Loss:0.0010584, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:53:52,430 - wikidata12k_1n - [INFO] - [E:35| 1100]: Train Loss:0.0010585, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:54:55,109 - wikidata12k_1n - [INFO] - [E:35| 1200]: Train Loss:0.001058, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:55:57,791 - wikidata12k_1n - [INFO] - [E:35| 1300]: Train Loss:0.0010577, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:57:00,510 - wikidata12k_1n - [INFO] - [E:35| 1400]: Train Loss:0.0010572, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:58:03,319 - wikidata12k_1n - [INFO] - [E:35| 1500]: Train Loss:0.001057, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:59:06,150 - wikidata12k_1n - [INFO] - [E:35| 1600]: Train Loss:0.0010568, Val MRR:0.40729, wikidata12k_1n
2023-05-07 12:59:47,190 - wikidata12k_1n - [INFO] - [Epoch:35]: Training Loss:0.001057
2023-05-07 12:59:47,406 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 13:00:08,638 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 13:00:20,927 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 13:00:42,410 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 13:00:54,574 - wikidata12k_1n - [INFO] - [Evaluating Epoch 35 valid]:
MRR: Tail : 0.4819, Head : 0.29672, Avg : 0.38931
2023-05-07 13:00:54,574 - wikidata12k_1n - [INFO] - [Epoch 35]: Training Loss: 0.0010571, Valid MRR: 0.40729,
2023-05-07 13:00:55,217 - wikidata12k_1n - [INFO] - [E:36| 0]: Train Loss:0.0010246, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:01:57,908 - wikidata12k_1n - [INFO] - [E:36| 100]: Train Loss:0.0010525, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:03:00,699 - wikidata12k_1n - [INFO] - [E:36| 200]: Train Loss:0.0010549, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:04:03,494 - wikidata12k_1n - [INFO] - [E:36| 300]: Train Loss:0.0010527, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:05:06,304 - wikidata12k_1n - [INFO] - [E:36| 400]: Train Loss:0.0010532, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:06:09,100 - wikidata12k_1n - [INFO] - [E:36| 500]: Train Loss:0.001054, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:07:11,915 - wikidata12k_1n - [INFO] - [E:36| 600]: Train Loss:0.0010547, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:08:14,730 - wikidata12k_1n - [INFO] - [E:36| 700]: Train Loss:0.0010555, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:09:17,565 - wikidata12k_1n - [INFO] - [E:36| 800]: Train Loss:0.001056, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:10:20,288 - wikidata12k_1n - [INFO] - [E:36| 900]: Train Loss:0.0010554, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:11:23,018 - wikidata12k_1n - [INFO] - [E:36| 1000]: Train Loss:0.0010555, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:12:25,779 - wikidata12k_1n - [INFO] - [E:36| 1100]: Train Loss:0.0010555, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:13:28,483 - wikidata12k_1n - [INFO] - [E:36| 1200]: Train Loss:0.0010549, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:14:31,179 - wikidata12k_1n - [INFO] - [E:36| 1300]: Train Loss:0.0010548, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:15:33,875 - wikidata12k_1n - [INFO] - [E:36| 1400]: Train Loss:0.0010545, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:16:36,655 - wikidata12k_1n - [INFO] - [E:36| 1500]: Train Loss:0.0010544, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:17:39,421 - wikidata12k_1n - [INFO] - [E:36| 1600]: Train Loss:0.0010545, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:18:20,565 - wikidata12k_1n - [INFO] - [Epoch:36]: Training Loss:0.001054
2023-05-07 13:18:20,780 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 13:18:42,007 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 13:18:54,308 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 13:19:15,713 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 13:19:27,885 - wikidata12k_1n - [INFO] - [Evaluating Epoch 36 valid]:
MRR: Tail : 0.48713, Head : 0.29853, Avg : 0.39283
2023-05-07 13:19:27,885 - wikidata12k_1n - [INFO] - [Epoch 36]: Training Loss: 0.0010541, Valid MRR: 0.40729,
2023-05-07 13:19:28,528 - wikidata12k_1n - [INFO] - [E:37| 0]: Train Loss:0.0010207, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:20:31,339 - wikidata12k_1n - [INFO] - [E:37| 100]: Train Loss:0.0010472, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:21:34,054 - wikidata12k_1n - [INFO] - [E:37| 200]: Train Loss:0.0010486, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:22:36,769 - wikidata12k_1n - [INFO] - [E:37| 300]: Train Loss:0.0010505, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:23:39,444 - wikidata12k_1n - [INFO] - [E:37| 400]: Train Loss:0.0010512, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:24:42,133 - wikidata12k_1n - [INFO] - [E:37| 500]: Train Loss:0.0010515, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:25:44,831 - wikidata12k_1n - [INFO] - [E:37| 600]: Train Loss:0.0010521, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:26:47,616 - wikidata12k_1n - [INFO] - [E:37| 700]: Train Loss:0.0010514, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:27:50,324 - wikidata12k_1n - [INFO] - [E:37| 800]: Train Loss:0.0010519, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:28:53,007 - wikidata12k_1n - [INFO] - [E:37| 900]: Train Loss:0.0010523, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:29:55,704 - wikidata12k_1n - [INFO] - [E:37| 1000]: Train Loss:0.001052, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:30:58,529 - wikidata12k_1n - [INFO] - [E:37| 1100]: Train Loss:0.0010513, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:32:01,364 - wikidata12k_1n - [INFO] - [E:37| 1200]: Train Loss:0.0010515, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:33:04,181 - wikidata12k_1n - [INFO] - [E:37| 1300]: Train Loss:0.0010517, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:34:06,973 - wikidata12k_1n - [INFO] - [E:37| 1400]: Train Loss:0.001052, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:35:09,801 - wikidata12k_1n - [INFO] - [E:37| 1500]: Train Loss:0.0010517, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:36:12,547 - wikidata12k_1n - [INFO] - [E:37| 1600]: Train Loss:0.0010519, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:36:53,524 - wikidata12k_1n - [INFO] - [Epoch:37]: Training Loss:0.001052
2023-05-07 13:36:53,740 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 13:37:14,947 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 13:37:27,225 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 13:37:48,597 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 13:38:00,765 - wikidata12k_1n - [INFO] - [Evaluating Epoch 37 valid]:
MRR: Tail : 0.48864, Head : 0.32179, Avg : 0.40522
2023-05-07 13:38:00,765 - wikidata12k_1n - [INFO] - [Epoch 37]: Training Loss: 0.0010519, Valid MRR: 0.40729,
2023-05-07 13:38:01,407 - wikidata12k_1n - [INFO] - [E:38| 0]: Train Loss:0.0010519, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:39:04,124 - wikidata12k_1n - [INFO] - [E:38| 100]: Train Loss:0.0010464, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:40:06,802 - wikidata12k_1n - [INFO] - [E:38| 200]: Train Loss:0.0010463, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:41:09,502 - wikidata12k_1n - [INFO] - [E:38| 300]: Train Loss:0.0010467, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:42:12,195 - wikidata12k_1n - [INFO] - [E:38| 400]: Train Loss:0.0010468, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:43:14,869 - wikidata12k_1n - [INFO] - [E:38| 500]: Train Loss:0.001047, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:44:17,688 - wikidata12k_1n - [INFO] - [E:38| 600]: Train Loss:0.0010477, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:45:20,426 - wikidata12k_1n - [INFO] - [E:38| 700]: Train Loss:0.0010488, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:46:23,132 - wikidata12k_1n - [INFO] - [E:38| 800]: Train Loss:0.0010485, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:47:25,872 - wikidata12k_1n - [INFO] - [E:38| 900]: Train Loss:0.0010486, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:48:28,650 - wikidata12k_1n - [INFO] - [E:38| 1000]: Train Loss:0.0010484, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:49:31,461 - wikidata12k_1n - [INFO] - [E:38| 1100]: Train Loss:0.0010488, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:50:34,250 - wikidata12k_1n - [INFO] - [E:38| 1200]: Train Loss:0.0010491, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:51:37,041 - wikidata12k_1n - [INFO] - [E:38| 1300]: Train Loss:0.0010489, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:52:39,793 - wikidata12k_1n - [INFO] - [E:38| 1400]: Train Loss:0.0010489, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:53:42,664 - wikidata12k_1n - [INFO] - [E:38| 1500]: Train Loss:0.001049, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:54:45,478 - wikidata12k_1n - [INFO] - [E:38| 1600]: Train Loss:0.0010487, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:55:26,507 - wikidata12k_1n - [INFO] - [Epoch:38]: Training Loss:0.001049
2023-05-07 13:55:26,722 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 13:55:47,960 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 13:56:00,254 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 13:56:21,650 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 13:56:33,817 - wikidata12k_1n - [INFO] - [Evaluating Epoch 38 valid]:
MRR: Tail : 0.48265, Head : 0.28849, Avg : 0.38557
2023-05-07 13:56:33,817 - wikidata12k_1n - [INFO] - [Epoch 38]: Training Loss: 0.0010488, Valid MRR: 0.40729,
2023-05-07 13:56:34,457 - wikidata12k_1n - [INFO] - [E:39| 0]: Train Loss:0.0010429, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:57:37,274 - wikidata12k_1n - [INFO] - [E:39| 100]: Train Loss:0.001052, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:58:40,123 - wikidata12k_1n - [INFO] - [E:39| 200]: Train Loss:0.0010483, Val MRR:0.40729, wikidata12k_1n
2023-05-07 13:59:42,980 - wikidata12k_1n - [INFO] - [E:39| 300]: Train Loss:0.001046, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:00:45,781 - wikidata12k_1n - [INFO] - [E:39| 400]: Train Loss:0.0010459, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:01:48,583 - wikidata12k_1n - [INFO] - [E:39| 500]: Train Loss:0.0010463, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:02:51,294 - wikidata12k_1n - [INFO] - [E:39| 600]: Train Loss:0.0010461, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:03:54,006 - wikidata12k_1n - [INFO] - [E:39| 700]: Train Loss:0.0010471, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:04:56,733 - wikidata12k_1n - [INFO] - [E:39| 800]: Train Loss:0.0010478, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:05:59,468 - wikidata12k_1n - [INFO] - [E:39| 900]: Train Loss:0.0010484, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:07:02,189 - wikidata12k_1n - [INFO] - [E:39| 1000]: Train Loss:0.0010485, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:08:04,927 - wikidata12k_1n - [INFO] - [E:39| 1100]: Train Loss:0.0010484, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:09:07,594 - wikidata12k_1n - [INFO] - [E:39| 1200]: Train Loss:0.0010482, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:10:10,354 - wikidata12k_1n - [INFO] - [E:39| 1300]: Train Loss:0.0010482, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:11:13,184 - wikidata12k_1n - [INFO] - [E:39| 1400]: Train Loss:0.0010478, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:12:15,955 - wikidata12k_1n - [INFO] - [E:39| 1500]: Train Loss:0.0010474, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:13:18,710 - wikidata12k_1n - [INFO] - [E:39| 1600]: Train Loss:0.0010472, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:13:59,735 - wikidata12k_1n - [INFO] - [Epoch:39]: Training Loss:0.001047
2023-05-07 14:13:59,950 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 14:14:21,165 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 14:14:33,446 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 14:14:54,843 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 14:15:07,005 - wikidata12k_1n - [INFO] - [Evaluating Epoch 39 valid]:
MRR: Tail : 0.48127, Head : 0.28462, Avg : 0.38295
MR: Tail : 382.24, Head : 429.48, Avg : 405.86
Hit-1: Tail : 0.3849, Head : 0.18641, Avg : 0.28565
Hit-3: Tail : 0.53098, Head : 0.3223, Avg : 0.42664
Hit-10: Tail : 0.66197, Head : 0.48085, Avg : 0.57141
2023-05-07 14:15:07,005 - wikidata12k_1n - [INFO] - [Epoch 39]: Training Loss: 0.0010474, Valid MRR: 0.40729,
2023-05-07 14:15:07,647 - wikidata12k_1n - [INFO] - [E:40| 0]: Train Loss:0.0010224, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:16:10,360 - wikidata12k_1n - [INFO] - [E:40| 100]: Train Loss:0.0010436, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:17:13,144 - wikidata12k_1n - [INFO] - [E:40| 200]: Train Loss:0.0010431, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:18:15,980 - wikidata12k_1n - [INFO] - [E:40| 300]: Train Loss:0.001043, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:19:18,805 - wikidata12k_1n - [INFO] - [E:40| 400]: Train Loss:0.0010431, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:20:21,634 - wikidata12k_1n - [INFO] - [E:40| 500]: Train Loss:0.0010449, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:21:24,426 - wikidata12k_1n - [INFO] - [E:40| 600]: Train Loss:0.001044, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:22:27,229 - wikidata12k_1n - [INFO] - [E:40| 700]: Train Loss:0.0010442, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:23:30,014 - wikidata12k_1n - [INFO] - [E:40| 800]: Train Loss:0.0010444, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:24:32,782 - wikidata12k_1n - [INFO] - [E:40| 900]: Train Loss:0.0010446, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:25:35,516 - wikidata12k_1n - [INFO] - [E:40| 1000]: Train Loss:0.0010447, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:26:38,193 - wikidata12k_1n - [INFO] - [E:40| 1100]: Train Loss:0.0010449, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:27:41,029 - wikidata12k_1n - [INFO] - [E:40| 1200]: Train Loss:0.0010446, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:28:43,860 - wikidata12k_1n - [INFO] - [E:40| 1300]: Train Loss:0.0010441, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:29:46,565 - wikidata12k_1n - [INFO] - [E:40| 1400]: Train Loss:0.0010439, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:30:49,245 - wikidata12k_1n - [INFO] - [E:40| 1500]: Train Loss:0.0010442, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:31:51,943 - wikidata12k_1n - [INFO] - [E:40| 1600]: Train Loss:0.0010445, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:32:32,899 - wikidata12k_1n - [INFO] - [Epoch:40]: Training Loss:0.001045
2023-05-07 14:32:33,113 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 14:32:54,355 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 14:33:06,639 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 14:33:28,028 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 14:33:40,197 - wikidata12k_1n - [INFO] - [Evaluating Epoch 40 valid]:
MRR: Tail : 0.47884, Head : 0.27325, Avg : 0.37604
2023-05-07 14:33:40,197 - wikidata12k_1n - [INFO] - [Epoch 40]: Training Loss: 0.0010447, Valid MRR: 0.40729,
2023-05-07 14:33:40,836 - wikidata12k_1n - [INFO] - [E:41| 0]: Train Loss:0.00099568, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:34:43,559 - wikidata12k_1n - [INFO] - [E:41| 100]: Train Loss:0.0010449, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:35:46,306 - wikidata12k_1n - [INFO] - [E:41| 200]: Train Loss:0.0010454, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:36:49,140 - wikidata12k_1n - [INFO] - [E:41| 300]: Train Loss:0.001043, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:37:51,967 - wikidata12k_1n - [INFO] - [E:41| 400]: Train Loss:0.0010429, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:38:54,781 - wikidata12k_1n - [INFO] - [E:41| 500]: Train Loss:0.0010427, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:39:57,582 - wikidata12k_1n - [INFO] - [E:41| 600]: Train Loss:0.0010421, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:41:00,371 - wikidata12k_1n - [INFO] - [E:41| 700]: Train Loss:0.0010424, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:42:03,164 - wikidata12k_1n - [INFO] - [E:41| 800]: Train Loss:0.0010422, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:43:05,943 - wikidata12k_1n - [INFO] - [E:41| 900]: Train Loss:0.0010426, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:44:08,740 - wikidata12k_1n - [INFO] - [E:41| 1000]: Train Loss:0.001042, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:45:11,627 - wikidata12k_1n - [INFO] - [E:41| 1100]: Train Loss:0.0010424, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:46:14,423 - wikidata12k_1n - [INFO] - [E:41| 1200]: Train Loss:0.0010426, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:47:17,214 - wikidata12k_1n - [INFO] - [E:41| 1300]: Train Loss:0.0010428, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:48:19,996 - wikidata12k_1n - [INFO] - [E:41| 1400]: Train Loss:0.0010425, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:49:22,744 - wikidata12k_1n - [INFO] - [E:41| 1500]: Train Loss:0.0010425, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:50:25,489 - wikidata12k_1n - [INFO] - [E:41| 1600]: Train Loss:0.0010423, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:51:06,534 - wikidata12k_1n - [INFO] - [Epoch:41]: Training Loss:0.001042
2023-05-07 14:51:06,749 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 14:51:28,001 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 14:51:40,300 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 14:52:01,714 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 14:52:13,895 - wikidata12k_1n - [INFO] - [Evaluating Epoch 41 valid]:
MRR: Tail : 0.4844, Head : 0.31453, Avg : 0.39947
2023-05-07 14:52:13,895 - wikidata12k_1n - [INFO] - [Epoch 41]: Training Loss: 0.0010423, Valid MRR: 0.40729,
2023-05-07 14:52:14,537 - wikidata12k_1n - [INFO] - [E:42| 0]: Train Loss:0.0010166, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:53:17,424 - wikidata12k_1n - [INFO] - [E:42| 100]: Train Loss:0.0010396, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:54:20,188 - wikidata12k_1n - [INFO] - [E:42| 200]: Train Loss:0.0010395, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:55:22,965 - wikidata12k_1n - [INFO] - [E:42| 300]: Train Loss:0.0010381, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:56:25,766 - wikidata12k_1n - [INFO] - [E:42| 400]: Train Loss:0.0010373, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:57:28,454 - wikidata12k_1n - [INFO] - [E:42| 500]: Train Loss:0.0010379, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:58:31,137 - wikidata12k_1n - [INFO] - [E:42| 600]: Train Loss:0.0010386, Val MRR:0.40729, wikidata12k_1n
2023-05-07 14:59:33,817 - wikidata12k_1n - [INFO] - [E:42| 700]: Train Loss:0.0010389, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:00:36,495 - wikidata12k_1n - [INFO] - [E:42| 800]: Train Loss:0.0010397, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:01:39,181 - wikidata12k_1n - [INFO] - [E:42| 900]: Train Loss:0.0010397, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:02:42,048 - wikidata12k_1n - [INFO] - [E:42| 1000]: Train Loss:0.0010401, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:03:44,891 - wikidata12k_1n - [INFO] - [E:42| 1100]: Train Loss:0.0010398, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:04:47,638 - wikidata12k_1n - [INFO] - [E:42| 1200]: Train Loss:0.0010398, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:05:50,367 - wikidata12k_1n - [INFO] - [E:42| 1300]: Train Loss:0.0010396, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:06:53,054 - wikidata12k_1n - [INFO] - [E:42| 1400]: Train Loss:0.0010395, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:07:55,783 - wikidata12k_1n - [INFO] - [E:42| 1500]: Train Loss:0.0010396, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:08:58,510 - wikidata12k_1n - [INFO] - [E:42| 1600]: Train Loss:0.0010398, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:09:39,525 - wikidata12k_1n - [INFO] - [Epoch:42]: Training Loss:0.00104
2023-05-07 15:09:39,740 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 15:10:00,967 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 15:10:13,258 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 15:10:34,746 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 15:10:46,950 - wikidata12k_1n - [INFO] - [Evaluating Epoch 42 valid]:
MRR: Tail : 0.48547, Head : 0.298, Avg : 0.39173
2023-05-07 15:10:46,950 - wikidata12k_1n - [INFO] - [Epoch 42]: Training Loss: 0.0010401, Valid MRR: 0.40729,
2023-05-07 15:10:47,594 - wikidata12k_1n - [INFO] - [E:43| 0]: Train Loss:0.0010469, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:11:50,401 - wikidata12k_1n - [INFO] - [E:43| 100]: Train Loss:0.0010309, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:12:53,158 - wikidata12k_1n - [INFO] - [E:43| 200]: Train Loss:0.001031, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:13:55,987 - wikidata12k_1n - [INFO] - [E:43| 300]: Train Loss:0.0010338, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:14:58,832 - wikidata12k_1n - [INFO] - [E:43| 400]: Train Loss:0.0010353, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:16:01,822 - wikidata12k_1n - [INFO] - [E:43| 500]: Train Loss:0.001037, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:17:04,492 - wikidata12k_1n - [INFO] - [E:43| 600]: Train Loss:0.0010367, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:18:07,198 - wikidata12k_1n - [INFO] - [E:43| 700]: Train Loss:0.0010368, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:19:09,961 - wikidata12k_1n - [INFO] - [E:43| 800]: Train Loss:0.0010365, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:20:12,810 - wikidata12k_1n - [INFO] - [E:43| 900]: Train Loss:0.0010367, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:21:15,621 - wikidata12k_1n - [INFO] - [E:43| 1000]: Train Loss:0.0010372, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:22:18,361 - wikidata12k_1n - [INFO] - [E:43| 1100]: Train Loss:0.001037, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:23:21,056 - wikidata12k_1n - [INFO] - [E:43| 1200]: Train Loss:0.0010372, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:24:23,784 - wikidata12k_1n - [INFO] - [E:43| 1300]: Train Loss:0.0010376, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:25:26,538 - wikidata12k_1n - [INFO] - [E:43| 1400]: Train Loss:0.0010377, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:26:29,278 - wikidata12k_1n - [INFO] - [E:43| 1500]: Train Loss:0.0010377, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:27:31,953 - wikidata12k_1n - [INFO] - [E:43| 1600]: Train Loss:0.0010381, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:28:13,031 - wikidata12k_1n - [INFO] - [Epoch:43]: Training Loss:0.001038
2023-05-07 15:28:13,246 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 15:28:34,471 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 15:28:46,771 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 15:29:08,159 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 15:29:20,322 - wikidata12k_1n - [INFO] - [Evaluating Epoch 43 valid]:
MRR: Tail : 0.48627, Head : 0.30303, Avg : 0.39465
2023-05-07 15:29:20,322 - wikidata12k_1n - [INFO] - [Epoch 43]: Training Loss: 0.0010383, Valid MRR: 0.40729,
2023-05-07 15:29:20,963 - wikidata12k_1n - [INFO] - [E:44| 0]: Train Loss:0.0010569, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:30:23,738 - wikidata12k_1n - [INFO] - [E:44| 100]: Train Loss:0.0010352, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:31:26,518 - wikidata12k_1n - [INFO] - [E:44| 200]: Train Loss:0.0010334, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:32:29,272 - wikidata12k_1n - [INFO] - [E:44| 300]: Train Loss:0.0010337, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:33:32,039 - wikidata12k_1n - [INFO] - [E:44| 400]: Train Loss:0.0010333, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:34:34,812 - wikidata12k_1n - [INFO] - [E:44| 500]: Train Loss:0.0010346, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:35:37,505 - wikidata12k_1n - [INFO] - [E:44| 600]: Train Loss:0.0010347, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:36:40,320 - wikidata12k_1n - [INFO] - [E:44| 700]: Train Loss:0.0010339, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:37:42,987 - wikidata12k_1n - [INFO] - [E:44| 800]: Train Loss:0.0010342, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:38:45,748 - wikidata12k_1n - [INFO] - [E:44| 900]: Train Loss:0.0010341, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:39:48,531 - wikidata12k_1n - [INFO] - [E:44| 1000]: Train Loss:0.0010348, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:40:51,251 - wikidata12k_1n - [INFO] - [E:44| 1100]: Train Loss:0.0010351, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:41:53,944 - wikidata12k_1n - [INFO] - [E:44| 1200]: Train Loss:0.0010354, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:42:56,727 - wikidata12k_1n - [INFO] - [E:44| 1300]: Train Loss:0.0010355, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:43:59,526 - wikidata12k_1n - [INFO] - [E:44| 1400]: Train Loss:0.0010357, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:45:02,210 - wikidata12k_1n - [INFO] - [E:44| 1500]: Train Loss:0.0010359, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:46:05,009 - wikidata12k_1n - [INFO] - [E:44| 1600]: Train Loss:0.001036, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:46:45,970 - wikidata12k_1n - [INFO] - [Epoch:44]: Training Loss:0.001036
2023-05-07 15:46:46,184 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 15:47:07,392 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 15:47:19,672 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 15:47:41,065 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 15:47:53,221 - wikidata12k_1n - [INFO] - [Evaluating Epoch 44 valid]:
MRR: Tail : 0.48753, Head : 0.26579, Avg : 0.37666
2023-05-07 15:47:53,221 - wikidata12k_1n - [INFO] - [Epoch 44]: Training Loss: 0.0010363, Valid MRR: 0.40729,
2023-05-07 15:47:53,868 - wikidata12k_1n - [INFO] - [E:45| 0]: Train Loss:0.0010511, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:48:56,662 - wikidata12k_1n - [INFO] - [E:45| 100]: Train Loss:0.0010325, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:49:59,334 - wikidata12k_1n - [INFO] - [E:45| 200]: Train Loss:0.001033, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:51:02,037 - wikidata12k_1n - [INFO] - [E:45| 300]: Train Loss:0.0010334, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:52:04,833 - wikidata12k_1n - [INFO] - [E:45| 400]: Train Loss:0.001033, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:53:07,660 - wikidata12k_1n - [INFO] - [E:45| 500]: Train Loss:0.0010334, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:54:10,552 - wikidata12k_1n - [INFO] - [E:45| 600]: Train Loss:0.0010336, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:55:13,313 - wikidata12k_1n - [INFO] - [E:45| 700]: Train Loss:0.0010332, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:56:16,044 - wikidata12k_1n - [INFO] - [E:45| 800]: Train Loss:0.0010328, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:57:18,799 - wikidata12k_1n - [INFO] - [E:45| 900]: Train Loss:0.0010331, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:58:21,535 - wikidata12k_1n - [INFO] - [E:45| 1000]: Train Loss:0.0010332, Val MRR:0.40729, wikidata12k_1n
2023-05-07 15:59:24,333 - wikidata12k_1n - [INFO] - [E:45| 1100]: Train Loss:0.0010334, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:00:27,143 - wikidata12k_1n - [INFO] - [E:45| 1200]: Train Loss:0.0010336, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:01:29,923 - wikidata12k_1n - [INFO] - [E:45| 1300]: Train Loss:0.001034, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:02:32,730 - wikidata12k_1n - [INFO] - [E:45| 1400]: Train Loss:0.0010343, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:03:35,423 - wikidata12k_1n - [INFO] - [E:45| 1500]: Train Loss:0.0010343, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:04:38,101 - wikidata12k_1n - [INFO] - [E:45| 1600]: Train Loss:0.0010341, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:05:19,055 - wikidata12k_1n - [INFO] - [Epoch:45]: Training Loss:0.001035
2023-05-07 16:05:19,271 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 16:05:40,489 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 16:05:52,769 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 16:06:14,140 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 16:06:26,309 - wikidata12k_1n - [INFO] - [Evaluating Epoch 45 valid]:
MRR: Tail : 0.48544, Head : 0.27873, Avg : 0.38208
2023-05-07 16:06:26,310 - wikidata12k_1n - [INFO] - [Epoch 45]: Training Loss: 0.0010347, Valid MRR: 0.40729,
2023-05-07 16:06:26,951 - wikidata12k_1n - [INFO] - [E:46| 0]: Train Loss:0.0010229, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:07:29,664 - wikidata12k_1n - [INFO] - [E:46| 100]: Train Loss:0.0010387, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:08:32,395 - wikidata12k_1n - [INFO] - [E:46| 200]: Train Loss:0.0010364, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:09:35,060 - wikidata12k_1n - [INFO] - [E:46| 300]: Train Loss:0.0010378, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:10:37,738 - wikidata12k_1n - [INFO] - [E:46| 400]: Train Loss:0.0010366, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:11:40,578 - wikidata12k_1n - [INFO] - [E:46| 500]: Train Loss:0.0010354, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:12:43,404 - wikidata12k_1n - [INFO] - [E:46| 600]: Train Loss:0.0010347, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:13:46,209 - wikidata12k_1n - [INFO] - [E:46| 700]: Train Loss:0.0010348, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:14:49,011 - wikidata12k_1n - [INFO] - [E:46| 800]: Train Loss:0.001034, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:15:51,838 - wikidata12k_1n - [INFO] - [E:46| 900]: Train Loss:0.0010351, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:16:54,666 - wikidata12k_1n - [INFO] - [E:46| 1000]: Train Loss:0.0010353, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:17:57,499 - wikidata12k_1n - [INFO] - [E:46| 1100]: Train Loss:0.0010346, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:19:00,285 - wikidata12k_1n - [INFO] - [E:46| 1200]: Train Loss:0.0010344, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:20:03,117 - wikidata12k_1n - [INFO] - [E:46| 1300]: Train Loss:0.0010345, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:21:05,803 - wikidata12k_1n - [INFO] - [E:46| 1400]: Train Loss:0.0010346, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:22:08,538 - wikidata12k_1n - [INFO] - [E:46| 1500]: Train Loss:0.0010344, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:23:11,259 - wikidata12k_1n - [INFO] - [E:46| 1600]: Train Loss:0.0010343, Val MRR:0.40729, wikidata12k_1n
2023-05-07 16:23:52,235 - wikidata12k_1n - [INFO] - [Epoch:46]: Training Loss:0.001034
2023-05-07 16:23:52,450 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 16:24:13,654 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 16:24:25,935 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 16:24:47,336 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 16:24:59,493 - wikidata12k_1n - [INFO] - [Evaluating Epoch 46 valid]:
MRR: Tail : 0.49557, Head : 0.32174, Avg : 0.40865
2023-05-07 16:25:00,464 - wikidata12k_1n - [INFO] - [Epoch 46]: Training Loss: 0.0010341, Valid MRR: 0.40865,
2023-05-07 16:25:01,116 - wikidata12k_1n - [INFO] - [E:47| 0]: Train Loss:0.0010163, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:26:03,789 - wikidata12k_1n - [INFO] - [E:47| 100]: Train Loss:0.0010287, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:27:06,473 - wikidata12k_1n - [INFO] - [E:47| 200]: Train Loss:0.0010271, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:28:09,150 - wikidata12k_1n - [INFO] - [E:47| 300]: Train Loss:0.0010282, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:29:11,974 - wikidata12k_1n - [INFO] - [E:47| 400]: Train Loss:0.00103, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:30:14,694 - wikidata12k_1n - [INFO] - [E:47| 500]: Train Loss:0.0010295, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:31:17,416 - wikidata12k_1n - [INFO] - [E:47| 600]: Train Loss:0.0010302, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:32:20,266 - wikidata12k_1n - [INFO] - [E:47| 700]: Train Loss:0.0010298, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:33:23,041 - wikidata12k_1n - [INFO] - [E:47| 800]: Train Loss:0.0010291, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:34:25,807 - wikidata12k_1n - [INFO] - [E:47| 900]: Train Loss:0.0010291, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:35:28,591 - wikidata12k_1n - [INFO] - [E:47| 1000]: Train Loss:0.0010293, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:36:31,364 - wikidata12k_1n - [INFO] - [E:47| 1100]: Train Loss:0.0010296, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:37:34,222 - wikidata12k_1n - [INFO] - [E:47| 1200]: Train Loss:0.0010297, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:37:45,094 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True}
2023-05-07 16:37:55,733 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 16:38:34,085 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 16:38:36,952 - wikidata12k_1n - [INFO] - [E:47| 1300]: Train Loss:0.0010298, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:38:52,725 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n
2023-05-07 16:39:31,204 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n
2023-05-07 16:39:39,783 - wikidata12k_1n - [INFO] - [E:47| 1400]: Train Loss:0.0010302, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:39:50,216 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.46087, Head : 0.27953, Avg : 0.3702
MR: Tail : 495.95, Head : 583.8, Avg : 539.88
Hit-1: Tail : 0.35805, Head : 0.18224, Avg : 0.27015
Hit-3: Tail : 0.52026, Head : 0.29822, Avg : 0.40924
Hit-10: Tail : 0.65539, Head : 0.50869, Avg : 0.58204
2023-05-07 16:40:42,578 - wikidata12k_1n - [INFO] - [E:47| 1500]: Train Loss:0.0010304, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:41:45,362 - wikidata12k_1n - [INFO] - [E:47| 1600]: Train Loss:0.0010302, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:42:26,374 - wikidata12k_1n - [INFO] - [Epoch:47]: Training Loss:0.00103
2023-05-07 16:42:26,590 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 16:42:47,819 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 16:43:00,109 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 16:43:21,499 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 16:43:33,674 - wikidata12k_1n - [INFO] - [Evaluating Epoch 47 valid]:
MRR: Tail : 0.49352, Head : 0.29616, Avg : 0.39484
2023-05-07 16:43:33,674 - wikidata12k_1n - [INFO] - [Epoch 47]: Training Loss: 0.0010303, Valid MRR: 0.40865,
2023-05-07 16:43:34,319 - wikidata12k_1n - [INFO] - [E:48| 0]: Train Loss:0.0010096, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:44:37,089 - wikidata12k_1n - [INFO] - [E:48| 100]: Train Loss:0.0010297, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:45:39,864 - wikidata12k_1n - [INFO] - [E:48| 200]: Train Loss:0.0010283, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:46:42,640 - wikidata12k_1n - [INFO] - [E:48| 300]: Train Loss:0.0010288, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:47:45,356 - wikidata12k_1n - [INFO] - [E:48| 400]: Train Loss:0.001029, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:48:48,060 - wikidata12k_1n - [INFO] - [E:48| 500]: Train Loss:0.0010283, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:49:50,765 - wikidata12k_1n - [INFO] - [E:48| 600]: Train Loss:0.0010285, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:50:53,458 - wikidata12k_1n - [INFO] - [E:48| 700]: Train Loss:0.0010288, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:51:56,132 - wikidata12k_1n - [INFO] - [E:48| 800]: Train Loss:0.0010286, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:52:58,816 - wikidata12k_1n - [INFO] - [E:48| 900]: Train Loss:0.0010286, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:54:01,515 - wikidata12k_1n - [INFO] - [E:48| 1000]: Train Loss:0.0010281, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:55:04,380 - wikidata12k_1n - [INFO] - [E:48| 1100]: Train Loss:0.0010284, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:56:07,067 - wikidata12k_1n - [INFO] - [E:48| 1200]: Train Loss:0.0010282, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:57:09,771 - wikidata12k_1n - [INFO] - [E:48| 1300]: Train Loss:0.0010284, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:58:12,489 - wikidata12k_1n - [INFO] - [E:48| 1400]: Train Loss:0.0010287, Val MRR:0.40865, wikidata12k_1n
2023-05-07 16:59:15,169 - wikidata12k_1n - [INFO] - [E:48| 1500]: Train Loss:0.001029, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:00:17,919 - wikidata12k_1n - [INFO] - [E:48| 1600]: Train Loss:0.0010289, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:00:58,886 - wikidata12k_1n - [INFO] - [Epoch:48]: Training Loss:0.001029
2023-05-07 17:00:59,100 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 17:01:20,313 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 17:01:32,602 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 17:01:53,990 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 17:02:06,154 - wikidata12k_1n - [INFO] - [Evaluating Epoch 48 valid]:
MRR: Tail : 0.49259, Head : 0.29914, Avg : 0.39586
2023-05-07 17:02:06,154 - wikidata12k_1n - [INFO] - [Epoch 48]: Training Loss: 0.0010291, Valid MRR: 0.40865,
2023-05-07 17:02:06,796 - wikidata12k_1n - [INFO] - [E:49| 0]: Train Loss:0.0010025, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:03:09,584 - wikidata12k_1n - [INFO] - [E:49| 100]: Train Loss:0.0010244, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:04:12,338 - wikidata12k_1n - [INFO] - [E:49| 200]: Train Loss:0.0010251, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:05:15,116 - wikidata12k_1n - [INFO] - [E:49| 300]: Train Loss:0.0010244, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:06:17,921 - wikidata12k_1n - [INFO] - [E:49| 400]: Train Loss:0.0010244, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:07:20,771 - wikidata12k_1n - [INFO] - [E:49| 500]: Train Loss:0.0010243, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:08:23,585 - wikidata12k_1n - [INFO] - [E:49| 600]: Train Loss:0.0010259, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:09:26,333 - wikidata12k_1n - [INFO] - [E:49| 700]: Train Loss:0.0010259, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:10:29,067 - wikidata12k_1n - [INFO] - [E:49| 800]: Train Loss:0.0010264, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:11:31,890 - wikidata12k_1n - [INFO] - [E:49| 900]: Train Loss:0.0010269, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:12:34,672 - wikidata12k_1n - [INFO] - [E:49| 1000]: Train Loss:0.0010271, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:13:37,360 - wikidata12k_1n - [INFO] - [E:49| 1100]: Train Loss:0.001027, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:14:40,075 - wikidata12k_1n - [INFO] - [E:49| 1200]: Train Loss:0.0010272, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:15:42,804 - wikidata12k_1n - [INFO] - [E:49| 1300]: Train Loss:0.0010272, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:16:45,535 - wikidata12k_1n - [INFO] - [E:49| 1400]: Train Loss:0.0010268, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:17:48,250 - wikidata12k_1n - [INFO] - [E:49| 1500]: Train Loss:0.0010269, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:18:50,928 - wikidata12k_1n - [INFO] - [E:49| 1600]: Train Loss:0.0010273, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:19:31,998 - wikidata12k_1n - [INFO] - [Epoch:49]: Training Loss:0.001027
2023-05-07 17:19:32,212 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 17:19:53,425 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 17:20:05,703 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 17:20:27,119 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 17:20:39,352 - wikidata12k_1n - [INFO] - [Evaluating Epoch 49 valid]:
MRR: Tail : 0.48407, Head : 0.29256, Avg : 0.38832
MR: Tail : 396.08, Head : 417.75, Avg : 406.91
Hit-1: Tail : 0.385, Head : 0.18958, Avg : 0.28729
Hit-3: Tail : 0.53865, Head : 0.33086, Avg : 0.43475
Hit-10: Tail : 0.66726, Head : 0.50406, Avg : 0.58566
2023-05-07 17:20:39,352 - wikidata12k_1n - [INFO] - [Epoch 49]: Training Loss: 0.0010274, Valid MRR: 0.40865,
2023-05-07 17:20:39,995 - wikidata12k_1n - [INFO] - [E:50| 0]: Train Loss:0.0010284, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:21:42,703 - wikidata12k_1n - [INFO] - [E:50| 100]: Train Loss:0.001025, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:22:45,397 - wikidata12k_1n - [INFO] - [E:50| 200]: Train Loss:0.0010233, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:23:48,086 - wikidata12k_1n - [INFO] - [E:50| 300]: Train Loss:0.0010233, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:24:50,817 - wikidata12k_1n - [INFO] - [E:50| 400]: Train Loss:0.0010242, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:25:53,508 - wikidata12k_1n - [INFO] - [E:50| 500]: Train Loss:0.0010256, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:26:56,230 - wikidata12k_1n - [INFO] - [E:50| 600]: Train Loss:0.0010261, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:27:58,906 - wikidata12k_1n - [INFO] - [E:50| 700]: Train Loss:0.0010259, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:29:01,597 - wikidata12k_1n - [INFO] - [E:50| 800]: Train Loss:0.0010253, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:30:04,404 - wikidata12k_1n - [INFO] - [E:50| 900]: Train Loss:0.0010261, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:31:07,179 - wikidata12k_1n - [INFO] - [E:50| 1000]: Train Loss:0.0010259, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:32:09,972 - wikidata12k_1n - [INFO] - [E:50| 1100]: Train Loss:0.001026, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:33:12,691 - wikidata12k_1n - [INFO] - [E:50| 1200]: Train Loss:0.001026, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:34:15,470 - wikidata12k_1n - [INFO] - [E:50| 1300]: Train Loss:0.0010262, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:35:18,165 - wikidata12k_1n - [INFO] - [E:50| 1400]: Train Loss:0.0010262, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:36:20,881 - wikidata12k_1n - [INFO] - [E:50| 1500]: Train Loss:0.001026, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:37:23,644 - wikidata12k_1n - [INFO] - [E:50| 1600]: Train Loss:0.0010262, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:38:04,722 - wikidata12k_1n - [INFO] - [Epoch:50]: Training Loss:0.001026
2023-05-07 17:38:04,936 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 17:38:26,176 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 17:38:38,472 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 17:38:59,865 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 17:39:12,042 - wikidata12k_1n - [INFO] - [Evaluating Epoch 50 valid]:
MRR: Tail : 0.49114, Head : 0.27534, Avg : 0.38324
2023-05-07 17:39:12,043 - wikidata12k_1n - [INFO] - [Epoch 50]: Training Loss: 0.001026, Valid MRR: 0.40865,
2023-05-07 17:39:12,685 - wikidata12k_1n - [INFO] - [E:51| 0]: Train Loss:0.00098785, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:40:15,477 - wikidata12k_1n - [INFO] - [E:51| 100]: Train Loss:0.0010206, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:41:18,246 - wikidata12k_1n - [INFO] - [E:51| 200]: Train Loss:0.0010219, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:42:21,026 - wikidata12k_1n - [INFO] - [E:51| 300]: Train Loss:0.0010217, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:43:23,837 - wikidata12k_1n - [INFO] - [E:51| 400]: Train Loss:0.0010223, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:44:26,634 - wikidata12k_1n - [INFO] - [E:51| 500]: Train Loss:0.0010234, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:45:29,359 - wikidata12k_1n - [INFO] - [E:51| 600]: Train Loss:0.0010232, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:46:32,123 - wikidata12k_1n - [INFO] - [E:51| 700]: Train Loss:0.0010234, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:47:34,790 - wikidata12k_1n - [INFO] - [E:51| 800]: Train Loss:0.0010234, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:48:37,488 - wikidata12k_1n - [INFO] - [E:51| 900]: Train Loss:0.0010236, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:49:40,145 - wikidata12k_1n - [INFO] - [E:51| 1000]: Train Loss:0.0010235, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:50:42,820 - wikidata12k_1n - [INFO] - [E:51| 1100]: Train Loss:0.0010235, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:51:45,609 - wikidata12k_1n - [INFO] - [E:51| 1200]: Train Loss:0.0010233, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:52:48,410 - wikidata12k_1n - [INFO] - [E:51| 1300]: Train Loss:0.0010238, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:53:51,178 - wikidata12k_1n - [INFO] - [E:51| 1400]: Train Loss:0.0010242, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:54:54,028 - wikidata12k_1n - [INFO] - [E:51| 1500]: Train Loss:0.0010244, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:55:56,769 - wikidata12k_1n - [INFO] - [E:51| 1600]: Train Loss:0.0010245, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:56:37,753 - wikidata12k_1n - [INFO] - [Epoch:51]: Training Loss:0.001025
2023-05-07 17:56:37,968 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 17:56:59,174 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 17:57:11,468 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 17:57:32,858 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 17:57:45,018 - wikidata12k_1n - [INFO] - [Evaluating Epoch 51 valid]:
MRR: Tail : 0.48497, Head : 0.32926, Avg : 0.40712
2023-05-07 17:57:45,018 - wikidata12k_1n - [INFO] - [Epoch 51]: Training Loss: 0.0010249, Valid MRR: 0.40865,
2023-05-07 17:57:45,661 - wikidata12k_1n - [INFO] - [E:52| 0]: Train Loss:0.00097222, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:58:48,339 - wikidata12k_1n - [INFO] - [E:52| 100]: Train Loss:0.0010269, Val MRR:0.40865, wikidata12k_1n
2023-05-07 17:59:51,016 - wikidata12k_1n - [INFO] - [E:52| 200]: Train Loss:0.0010245, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:00:53,699 - wikidata12k_1n - [INFO] - [E:52| 300]: Train Loss:0.0010224, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:01:56,393 - wikidata12k_1n - [INFO] - [E:52| 400]: Train Loss:0.0010213, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:02:59,097 - wikidata12k_1n - [INFO] - [E:52| 500]: Train Loss:0.0010225, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:04:01,940 - wikidata12k_1n - [INFO] - [E:52| 600]: Train Loss:0.0010224, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:05:04,684 - wikidata12k_1n - [INFO] - [E:52| 700]: Train Loss:0.0010221, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:06:07,431 - wikidata12k_1n - [INFO] - [E:52| 800]: Train Loss:0.0010226, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:07:10,220 - wikidata12k_1n - [INFO] - [E:52| 900]: Train Loss:0.0010224, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:08:13,007 - wikidata12k_1n - [INFO] - [E:52| 1000]: Train Loss:0.0010224, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:09:15,798 - wikidata12k_1n - [INFO] - [E:52| 1100]: Train Loss:0.0010227, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:10:18,626 - wikidata12k_1n - [INFO] - [E:52| 1200]: Train Loss:0.0010225, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:11:21,418 - wikidata12k_1n - [INFO] - [E:52| 1300]: Train Loss:0.0010224, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:12:24,239 - wikidata12k_1n - [INFO] - [E:52| 1400]: Train Loss:0.0010225, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:13:27,018 - wikidata12k_1n - [INFO] - [E:52| 1500]: Train Loss:0.0010226, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:14:29,780 - wikidata12k_1n - [INFO] - [E:52| 1600]: Train Loss:0.0010225, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:15:10,729 - wikidata12k_1n - [INFO] - [Epoch:52]: Training Loss:0.001023
2023-05-07 18:15:10,943 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 18:15:32,151 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 18:15:44,428 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 18:16:05,794 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 18:16:17,962 - wikidata12k_1n - [INFO] - [Evaluating Epoch 52 valid]:
MRR: Tail : 0.49266, Head : 0.26488, Avg : 0.37877
2023-05-07 18:16:17,963 - wikidata12k_1n - [INFO] - [Epoch 52]: Training Loss: 0.0010226, Valid MRR: 0.40865,
2023-05-07 18:16:18,605 - wikidata12k_1n - [INFO] - [E:53| 0]: Train Loss:0.001004, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:17:21,389 - wikidata12k_1n - [INFO] - [E:53| 100]: Train Loss:0.0010173, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:18:24,162 - wikidata12k_1n - [INFO] - [E:53| 200]: Train Loss:0.0010189, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:19:26,935 - wikidata12k_1n - [INFO] - [E:53| 300]: Train Loss:0.0010192, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:20:29,649 - wikidata12k_1n - [INFO] - [E:53| 400]: Train Loss:0.0010195, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:21:32,475 - wikidata12k_1n - [INFO] - [E:53| 500]: Train Loss:0.0010204, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:22:35,232 - wikidata12k_1n - [INFO] - [E:53| 600]: Train Loss:0.0010203, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:23:37,932 - wikidata12k_1n - [INFO] - [E:53| 700]: Train Loss:0.0010207, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:24:40,660 - wikidata12k_1n - [INFO] - [E:53| 800]: Train Loss:0.0010211, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:25:43,373 - wikidata12k_1n - [INFO] - [E:53| 900]: Train Loss:0.0010212, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:26:46,093 - wikidata12k_1n - [INFO] - [E:53| 1000]: Train Loss:0.0010208, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:27:48,795 - wikidata12k_1n - [INFO] - [E:53| 1100]: Train Loss:0.0010205, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:28:51,470 - wikidata12k_1n - [INFO] - [E:53| 1200]: Train Loss:0.0010206, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:29:54,258 - wikidata12k_1n - [INFO] - [E:53| 1300]: Train Loss:0.0010207, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:30:57,050 - wikidata12k_1n - [INFO] - [E:53| 1400]: Train Loss:0.0010205, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:31:59,848 - wikidata12k_1n - [INFO] - [E:53| 1500]: Train Loss:0.0010206, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:33:02,550 - wikidata12k_1n - [INFO] - [E:53| 1600]: Train Loss:0.0010209, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:33:43,512 - wikidata12k_1n - [INFO] - [Epoch:53]: Training Loss:0.001021
2023-05-07 18:33:43,726 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 18:34:04,939 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 18:34:17,220 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 18:34:38,609 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 18:34:50,760 - wikidata12k_1n - [INFO] - [Evaluating Epoch 53 valid]:
MRR: Tail : 0.48825, Head : 0.30592, Avg : 0.39708
2023-05-07 18:34:50,760 - wikidata12k_1n - [INFO] - [Epoch 53]: Training Loss: 0.001021, Valid MRR: 0.40865,
2023-05-07 18:34:51,401 - wikidata12k_1n - [INFO] - [E:54| 0]: Train Loss:0.0010006, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:35:54,108 - wikidata12k_1n - [INFO] - [E:54| 100]: Train Loss:0.0010173, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:36:56,782 - wikidata12k_1n - [INFO] - [E:54| 200]: Train Loss:0.0010158, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:37:59,452 - wikidata12k_1n - [INFO] - [E:54| 300]: Train Loss:0.0010174, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:39:02,259 - wikidata12k_1n - [INFO] - [E:54| 400]: Train Loss:0.0010178, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:40:04,937 - wikidata12k_1n - [INFO] - [E:54| 500]: Train Loss:0.0010177, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:41:07,673 - wikidata12k_1n - [INFO] - [E:54| 600]: Train Loss:0.0010177, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:42:10,494 - wikidata12k_1n - [INFO] - [E:54| 700]: Train Loss:0.0010189, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:43:13,283 - wikidata12k_1n - [INFO] - [E:54| 800]: Train Loss:0.0010194, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:44:16,071 - wikidata12k_1n - [INFO] - [E:54| 900]: Train Loss:0.0010197, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:45:18,878 - wikidata12k_1n - [INFO] - [E:54| 1000]: Train Loss:0.0010193, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:46:21,699 - wikidata12k_1n - [INFO] - [E:54| 1100]: Train Loss:0.0010195, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:47:24,477 - wikidata12k_1n - [INFO] - [E:54| 1200]: Train Loss:0.0010197, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:48:27,190 - wikidata12k_1n - [INFO] - [E:54| 1300]: Train Loss:0.00102, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:49:29,910 - wikidata12k_1n - [INFO] - [E:54| 1400]: Train Loss:0.0010201, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:50:32,616 - wikidata12k_1n - [INFO] - [E:54| 1500]: Train Loss:0.0010202, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:51:35,344 - wikidata12k_1n - [INFO] - [E:54| 1600]: Train Loss:0.0010202, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:52:16,353 - wikidata12k_1n - [INFO] - [Epoch:54]: Training Loss:0.00102
2023-05-07 18:52:16,568 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 18:52:37,806 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 18:52:50,103 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 18:53:11,498 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 18:53:23,672 - wikidata12k_1n - [INFO] - [Evaluating Epoch 54 valid]:
MRR: Tail : 0.48597, Head : 0.29786, Avg : 0.39191
2023-05-07 18:53:23,672 - wikidata12k_1n - [INFO] - [Epoch 54]: Training Loss: 0.00102, Valid MRR: 0.40865,
2023-05-07 18:53:24,315 - wikidata12k_1n - [INFO] - [E:55| 0]: Train Loss:0.001011, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:54:27,033 - wikidata12k_1n - [INFO] - [E:55| 100]: Train Loss:0.0010145, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:55:29,820 - wikidata12k_1n - [INFO] - [E:55| 200]: Train Loss:0.0010141, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:56:32,739 - wikidata12k_1n - [INFO] - [E:55| 300]: Train Loss:0.0010161, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:57:35,482 - wikidata12k_1n - [INFO] - [E:55| 400]: Train Loss:0.001016, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:58:38,251 - wikidata12k_1n - [INFO] - [E:55| 500]: Train Loss:0.0010161, Val MRR:0.40865, wikidata12k_1n
2023-05-07 18:59:40,988 - wikidata12k_1n - [INFO] - [E:55| 600]: Train Loss:0.0010155, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:00:43,694 - wikidata12k_1n - [INFO] - [E:55| 700]: Train Loss:0.0010162, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:01:46,403 - wikidata12k_1n - [INFO] - [E:55| 800]: Train Loss:0.0010176, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:02:49,143 - wikidata12k_1n - [INFO] - [E:55| 900]: Train Loss:0.0010177, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:03:51,848 - wikidata12k_1n - [INFO] - [E:55| 1000]: Train Loss:0.0010181, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:04:54,692 - wikidata12k_1n - [INFO] - [E:55| 1100]: Train Loss:0.0010183, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:05:57,403 - wikidata12k_1n - [INFO] - [E:55| 1200]: Train Loss:0.0010183, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:07:00,172 - wikidata12k_1n - [INFO] - [E:55| 1300]: Train Loss:0.0010181, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:08:02,983 - wikidata12k_1n - [INFO] - [E:55| 1400]: Train Loss:0.0010187, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:09:05,784 - wikidata12k_1n - [INFO] - [E:55| 1500]: Train Loss:0.0010189, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:10:08,542 - wikidata12k_1n - [INFO] - [E:55| 1600]: Train Loss:0.0010188, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:10:49,545 - wikidata12k_1n - [INFO] - [Epoch:55]: Training Loss:0.001019
2023-05-07 19:10:49,759 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 19:11:10,985 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 19:11:23,274 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 19:11:44,672 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 19:11:56,833 - wikidata12k_1n - [INFO] - [Evaluating Epoch 55 valid]:
MRR: Tail : 0.49187, Head : 0.31697, Avg : 0.40442
2023-05-07 19:11:56,833 - wikidata12k_1n - [INFO] - [Epoch 55]: Training Loss: 0.0010187, Valid MRR: 0.40865,
2023-05-07 19:11:57,474 - wikidata12k_1n - [INFO] - [E:56| 0]: Train Loss:0.0010175, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:13:00,295 - wikidata12k_1n - [INFO] - [E:56| 100]: Train Loss:0.0010085, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:14:02,960 - wikidata12k_1n - [INFO] - [E:56| 200]: Train Loss:0.0010116, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:15:05,633 - wikidata12k_1n - [INFO] - [E:56| 300]: Train Loss:0.0010132, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:16:08,419 - wikidata12k_1n - [INFO] - [E:56| 400]: Train Loss:0.0010148, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:17:11,219 - wikidata12k_1n - [INFO] - [E:56| 500]: Train Loss:0.0010141, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:18:14,001 - wikidata12k_1n - [INFO] - [E:56| 600]: Train Loss:0.0010152, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:19:16,678 - wikidata12k_1n - [INFO] - [E:56| 700]: Train Loss:0.0010156, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:20:19,340 - wikidata12k_1n - [INFO] - [E:56| 800]: Train Loss:0.0010156, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:21:22,022 - wikidata12k_1n - [INFO] - [E:56| 900]: Train Loss:0.0010162, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:22:24,783 - wikidata12k_1n - [INFO] - [E:56| 1000]: Train Loss:0.0010163, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:23:27,474 - wikidata12k_1n - [INFO] - [E:56| 1100]: Train Loss:0.0010165, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:24:30,260 - wikidata12k_1n - [INFO] - [E:56| 1200]: Train Loss:0.0010167, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:25:33,027 - wikidata12k_1n - [INFO] - [E:56| 1300]: Train Loss:0.0010162, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:26:35,914 - wikidata12k_1n - [INFO] - [E:56| 1400]: Train Loss:0.0010164, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:27:38,600 - wikidata12k_1n - [INFO] - [E:56| 1500]: Train Loss:0.0010165, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:28:41,298 - wikidata12k_1n - [INFO] - [E:56| 1600]: Train Loss:0.0010167, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:29:22,278 - wikidata12k_1n - [INFO] - [Epoch:56]: Training Loss:0.001017
2023-05-07 19:29:22,493 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 19:29:43,681 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 19:29:55,956 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 19:30:17,426 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 19:30:29,583 - wikidata12k_1n - [INFO] - [Evaluating Epoch 56 valid]:
MRR: Tail : 0.48871, Head : 0.27877, Avg : 0.38374
2023-05-07 19:30:29,584 - wikidata12k_1n - [INFO] - [Epoch 56]: Training Loss: 0.0010169, Valid MRR: 0.40865,
2023-05-07 19:30:30,223 - wikidata12k_1n - [INFO] - [E:57| 0]: Train Loss:0.00098981, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:31:32,929 - wikidata12k_1n - [INFO] - [E:57| 100]: Train Loss:0.0010157, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:32:35,620 - wikidata12k_1n - [INFO] - [E:57| 200]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:33:38,301 - wikidata12k_1n - [INFO] - [E:57| 300]: Train Loss:0.0010117, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:34:40,979 - wikidata12k_1n - [INFO] - [E:57| 400]: Train Loss:0.0010115, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:35:43,669 - wikidata12k_1n - [INFO] - [E:57| 500]: Train Loss:0.0010119, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:36:46,340 - wikidata12k_1n - [INFO] - [E:57| 600]: Train Loss:0.0010128, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:37:49,008 - wikidata12k_1n - [INFO] - [E:57| 700]: Train Loss:0.0010131, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:38:51,768 - wikidata12k_1n - [INFO] - [E:57| 800]: Train Loss:0.0010137, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:39:54,507 - wikidata12k_1n - [INFO] - [E:57| 900]: Train Loss:0.0010142, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:40:57,257 - wikidata12k_1n - [INFO] - [E:57| 1000]: Train Loss:0.0010147, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:42:00,021 - wikidata12k_1n - [INFO] - [E:57| 1100]: Train Loss:0.0010151, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:43:02,774 - wikidata12k_1n - [INFO] - [E:57| 1200]: Train Loss:0.001015, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:44:05,522 - wikidata12k_1n - [INFO] - [E:57| 1300]: Train Loss:0.0010152, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:45:08,246 - wikidata12k_1n - [INFO] - [E:57| 1400]: Train Loss:0.0010155, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:46:11,006 - wikidata12k_1n - [INFO] - [E:57| 1500]: Train Loss:0.0010156, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:47:13,774 - wikidata12k_1n - [INFO] - [E:57| 1600]: Train Loss:0.0010157, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:47:54,888 - wikidata12k_1n - [INFO] - [Epoch:57]: Training Loss:0.001016
2023-05-07 19:47:55,103 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 19:48:16,318 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 19:48:28,601 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 19:48:49,977 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 19:49:02,138 - wikidata12k_1n - [INFO] - [Evaluating Epoch 57 valid]:
MRR: Tail : 0.49028, Head : 0.29583, Avg : 0.39306
2023-05-07 19:49:02,138 - wikidata12k_1n - [INFO] - [Epoch 57]: Training Loss: 0.0010157, Valid MRR: 0.40865,
2023-05-07 19:49:02,779 - wikidata12k_1n - [INFO] - [E:58| 0]: Train Loss:0.0010493, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:50:05,482 - wikidata12k_1n - [INFO] - [E:58| 100]: Train Loss:0.0010126, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:51:08,202 - wikidata12k_1n - [INFO] - [E:58| 200]: Train Loss:0.0010129, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:52:10,883 - wikidata12k_1n - [INFO] - [E:58| 300]: Train Loss:0.001013, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:53:13,563 - wikidata12k_1n - [INFO] - [E:58| 400]: Train Loss:0.0010128, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:54:16,231 - wikidata12k_1n - [INFO] - [E:58| 500]: Train Loss:0.0010135, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:55:18,932 - wikidata12k_1n - [INFO] - [E:58| 600]: Train Loss:0.0010137, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:56:21,740 - wikidata12k_1n - [INFO] - [E:58| 700]: Train Loss:0.0010139, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:57:24,434 - wikidata12k_1n - [INFO] - [E:58| 800]: Train Loss:0.0010136, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:58:27,189 - wikidata12k_1n - [INFO] - [E:58| 900]: Train Loss:0.0010133, Val MRR:0.40865, wikidata12k_1n
2023-05-07 19:59:30,003 - wikidata12k_1n - [INFO] - [E:58| 1000]: Train Loss:0.001013, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:00:32,834 - wikidata12k_1n - [INFO] - [E:58| 1100]: Train Loss:0.0010133, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:01:35,550 - wikidata12k_1n - [INFO] - [E:58| 1200]: Train Loss:0.0010136, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:02:38,341 - wikidata12k_1n - [INFO] - [E:58| 1300]: Train Loss:0.0010137, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:03:41,094 - wikidata12k_1n - [INFO] - [E:58| 1400]: Train Loss:0.001014, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:04:43,861 - wikidata12k_1n - [INFO] - [E:58| 1500]: Train Loss:0.0010142, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:05:46,700 - wikidata12k_1n - [INFO] - [E:58| 1600]: Train Loss:0.0010143, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:06:27,730 - wikidata12k_1n - [INFO] - [Epoch:58]: Training Loss:0.001015
2023-05-07 20:06:27,944 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 20:06:49,163 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 20:07:01,458 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 20:07:22,860 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 20:07:35,029 - wikidata12k_1n - [INFO] - [Evaluating Epoch 58 valid]:
MRR: Tail : 0.49522, Head : 0.27331, Avg : 0.38426
2023-05-07 20:07:35,029 - wikidata12k_1n - [INFO] - [Epoch 58]: Training Loss: 0.0010147, Valid MRR: 0.40865,
2023-05-07 20:07:35,674 - wikidata12k_1n - [INFO] - [E:59| 0]: Train Loss:0.0011136, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:08:38,458 - wikidata12k_1n - [INFO] - [E:59| 100]: Train Loss:0.0010121, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:09:41,276 - wikidata12k_1n - [INFO] - [E:59| 200]: Train Loss:0.0010108, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:10:44,072 - wikidata12k_1n - [INFO] - [E:59| 300]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:11:46,835 - wikidata12k_1n - [INFO] - [E:59| 400]: Train Loss:0.0010126, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:12:49,506 - wikidata12k_1n - [INFO] - [E:59| 500]: Train Loss:0.0010132, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:13:52,290 - wikidata12k_1n - [INFO] - [E:59| 600]: Train Loss:0.0010132, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:14:55,081 - wikidata12k_1n - [INFO] - [E:59| 700]: Train Loss:0.0010129, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:15:57,894 - wikidata12k_1n - [INFO] - [E:59| 800]: Train Loss:0.0010132, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:17:00,694 - wikidata12k_1n - [INFO] - [E:59| 900]: Train Loss:0.0010137, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:18:03,510 - wikidata12k_1n - [INFO] - [E:59| 1000]: Train Loss:0.0010141, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:19:06,290 - wikidata12k_1n - [INFO] - [E:59| 1100]: Train Loss:0.0010143, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:20:09,070 - wikidata12k_1n - [INFO] - [E:59| 1200]: Train Loss:0.0010144, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:21:11,899 - wikidata12k_1n - [INFO] - [E:59| 1300]: Train Loss:0.0010142, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:22:14,758 - wikidata12k_1n - [INFO] - [E:59| 1400]: Train Loss:0.0010142, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:23:17,557 - wikidata12k_1n - [INFO] - [E:59| 1500]: Train Loss:0.0010143, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:24:20,356 - wikidata12k_1n - [INFO] - [E:59| 1600]: Train Loss:0.0010139, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:25:01,345 - wikidata12k_1n - [INFO] - [Epoch:59]: Training Loss:0.001014
2023-05-07 20:25:01,559 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 20:25:22,805 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 20:25:35,102 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 20:25:56,499 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 20:26:08,677 - wikidata12k_1n - [INFO] - [Evaluating Epoch 59 valid]:
MRR: Tail : 0.49286, Head : 0.28849, Avg : 0.39068
MR: Tail : 420.26, Head : 466.02, Avg : 443.14
Hit-1: Tail : 0.39821, Head : 0.18265, Avg : 0.29043
Hit-3: Tail : 0.54419, Head : 0.32057, Avg : 0.43238
Hit-10: Tail : 0.67587, Head : 0.5242, Avg : 0.60003
2023-05-07 20:26:08,677 - wikidata12k_1n - [INFO] - [Epoch 59]: Training Loss: 0.0010139, Valid MRR: 0.40865,
2023-05-07 20:26:09,319 - wikidata12k_1n - [INFO] - [E:60| 0]: Train Loss:0.0010152, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:27:12,108 - wikidata12k_1n - [INFO] - [E:60| 100]: Train Loss:0.0010089, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:28:14,893 - wikidata12k_1n - [INFO] - [E:60| 200]: Train Loss:0.0010089, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:29:17,680 - wikidata12k_1n - [INFO] - [E:60| 300]: Train Loss:0.0010104, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:30:20,468 - wikidata12k_1n - [INFO] - [E:60| 400]: Train Loss:0.0010106, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:31:23,304 - wikidata12k_1n - [INFO] - [E:60| 500]: Train Loss:0.0010105, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:32:26,017 - wikidata12k_1n - [INFO] - [E:60| 600]: Train Loss:0.0010106, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:33:28,708 - wikidata12k_1n - [INFO] - [E:60| 700]: Train Loss:0.0010109, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:34:31,399 - wikidata12k_1n - [INFO] - [E:60| 800]: Train Loss:0.0010109, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:35:34,082 - wikidata12k_1n - [INFO] - [E:60| 900]: Train Loss:0.0010112, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:36:36,771 - wikidata12k_1n - [INFO] - [E:60| 1000]: Train Loss:0.0010113, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:37:39,504 - wikidata12k_1n - [INFO] - [E:60| 1100]: Train Loss:0.0010115, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:38:42,208 - wikidata12k_1n - [INFO] - [E:60| 1200]: Train Loss:0.001012, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:39:45,002 - wikidata12k_1n - [INFO] - [E:60| 1300]: Train Loss:0.0010122, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:40:47,712 - wikidata12k_1n - [INFO] - [E:60| 1400]: Train Loss:0.0010121, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:41:50,431 - wikidata12k_1n - [INFO] - [E:60| 1500]: Train Loss:0.0010125, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:42:53,142 - wikidata12k_1n - [INFO] - [E:60| 1600]: Train Loss:0.0010124, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:43:34,108 - wikidata12k_1n - [INFO] - [Epoch:60]: Training Loss:0.001012
2023-05-07 20:43:34,323 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 20:43:55,538 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 20:44:07,825 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 20:44:29,204 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 20:44:41,376 - wikidata12k_1n - [INFO] - [Evaluating Epoch 60 valid]:
MRR: Tail : 0.50373, Head : 0.29752, Avg : 0.40063
2023-05-07 20:44:41,376 - wikidata12k_1n - [INFO] - [Epoch 60]: Training Loss: 0.0010123, Valid MRR: 0.40865,
2023-05-07 20:44:42,017 - wikidata12k_1n - [INFO] - [E:61| 0]: Train Loss:0.0010228, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:45:44,712 - wikidata12k_1n - [INFO] - [E:61| 100]: Train Loss:0.0010124, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:46:47,418 - wikidata12k_1n - [INFO] - [E:61| 200]: Train Loss:0.0010131, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:47:50,141 - wikidata12k_1n - [INFO] - [E:61| 300]: Train Loss:0.0010118, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:48:53,032 - wikidata12k_1n - [INFO] - [E:61| 400]: Train Loss:0.0010114, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:49:56,039 - wikidata12k_1n - [INFO] - [E:61| 500]: Train Loss:0.0010108, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:50:58,842 - wikidata12k_1n - [INFO] - [E:61| 600]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:52:01,642 - wikidata12k_1n - [INFO] - [E:61| 700]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:53:04,427 - wikidata12k_1n - [INFO] - [E:61| 800]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:54:07,244 - wikidata12k_1n - [INFO] - [E:61| 900]: Train Loss:0.0010109, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:55:10,030 - wikidata12k_1n - [INFO] - [E:61| 1000]: Train Loss:0.0010109, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:56:12,831 - wikidata12k_1n - [INFO] - [E:61| 1100]: Train Loss:0.0010108, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:57:15,640 - wikidata12k_1n - [INFO] - [E:61| 1200]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:58:18,319 - wikidata12k_1n - [INFO] - [E:61| 1300]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n
2023-05-07 20:59:21,405 - wikidata12k_1n - [INFO] - [E:61| 1400]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:00:24,348 - wikidata12k_1n - [INFO] - [E:61| 1500]: Train Loss:0.0010109, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:01:27,058 - wikidata12k_1n - [INFO] - [E:61| 1600]: Train Loss:0.0010111, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:02:08,064 - wikidata12k_1n - [INFO] - [Epoch:61]: Training Loss:0.001011
2023-05-07 21:02:08,278 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 21:02:29,490 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 21:02:41,772 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 21:03:03,140 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 21:03:15,307 - wikidata12k_1n - [INFO] - [Evaluating Epoch 61 valid]:
MRR: Tail : 0.49723, Head : 0.27957, Avg : 0.3884
2023-05-07 21:03:15,307 - wikidata12k_1n - [INFO] - [Epoch 61]: Training Loss: 0.0010112, Valid MRR: 0.40865,
2023-05-07 21:03:15,948 - wikidata12k_1n - [INFO] - [E:62| 0]: Train Loss:0.00099735, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:04:18,643 - wikidata12k_1n - [INFO] - [E:62| 100]: Train Loss:0.0010063, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:05:21,417 - wikidata12k_1n - [INFO] - [E:62| 200]: Train Loss:0.0010063, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:06:24,195 - wikidata12k_1n - [INFO] - [E:62| 300]: Train Loss:0.0010074, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:07:26,980 - wikidata12k_1n - [INFO] - [E:62| 400]: Train Loss:0.0010092, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:08:29,775 - wikidata12k_1n - [INFO] - [E:62| 500]: Train Loss:0.0010102, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:09:32,575 - wikidata12k_1n - [INFO] - [E:62| 600]: Train Loss:0.0010105, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:10:35,357 - wikidata12k_1n - [INFO] - [E:62| 700]: Train Loss:0.0010111, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:11:38,118 - wikidata12k_1n - [INFO] - [E:62| 800]: Train Loss:0.0010108, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:12:40,817 - wikidata12k_1n - [INFO] - [E:62| 900]: Train Loss:0.0010107, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:13:43,547 - wikidata12k_1n - [INFO] - [E:62| 1000]: Train Loss:0.0010111, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:14:46,299 - wikidata12k_1n - [INFO] - [E:62| 1100]: Train Loss:0.0010108, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:15:48,972 - wikidata12k_1n - [INFO] - [E:62| 1200]: Train Loss:0.001011, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:16:51,631 - wikidata12k_1n - [INFO] - [E:62| 1300]: Train Loss:0.0010108, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:17:54,299 - wikidata12k_1n - [INFO] - [E:62| 1400]: Train Loss:0.0010105, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:18:57,023 - wikidata12k_1n - [INFO] - [E:62| 1500]: Train Loss:0.0010104, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:19:59,708 - wikidata12k_1n - [INFO] - [E:62| 1600]: Train Loss:0.0010106, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:20:40,645 - wikidata12k_1n - [INFO] - [Epoch:62]: Training Loss:0.00101
2023-05-07 21:20:40,861 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 21:21:02,065 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 21:21:14,348 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 21:21:35,718 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 21:21:47,880 - wikidata12k_1n - [INFO] - [Evaluating Epoch 62 valid]:
MRR: Tail : 0.49383, Head : 0.27969, Avg : 0.38676
2023-05-07 21:21:47,880 - wikidata12k_1n - [INFO] - [Epoch 62]: Training Loss: 0.0010104, Valid MRR: 0.40865,
2023-05-07 21:21:48,523 - wikidata12k_1n - [INFO] - [E:63| 0]: Train Loss:0.001006, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:22:51,282 - wikidata12k_1n - [INFO] - [E:63| 100]: Train Loss:0.0010064, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:23:53,985 - wikidata12k_1n - [INFO] - [E:63| 200]: Train Loss:0.0010054, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:24:56,687 - wikidata12k_1n - [INFO] - [E:63| 300]: Train Loss:0.0010057, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:25:59,371 - wikidata12k_1n - [INFO] - [E:63| 400]: Train Loss:0.001007, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:27:02,072 - wikidata12k_1n - [INFO] - [E:63| 500]: Train Loss:0.0010068, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:28:04,771 - wikidata12k_1n - [INFO] - [E:63| 600]: Train Loss:0.0010067, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:29:07,483 - wikidata12k_1n - [INFO] - [E:63| 700]: Train Loss:0.0010067, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:30:10,182 - wikidata12k_1n - [INFO] - [E:63| 800]: Train Loss:0.0010074, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:31:12,891 - wikidata12k_1n - [INFO] - [E:63| 900]: Train Loss:0.0010083, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:32:15,673 - wikidata12k_1n - [INFO] - [E:63| 1000]: Train Loss:0.0010088, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:33:18,437 - wikidata12k_1n - [INFO] - [E:63| 1100]: Train Loss:0.0010089, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:34:21,189 - wikidata12k_1n - [INFO] - [E:63| 1200]: Train Loss:0.0010089, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:35:23,978 - wikidata12k_1n - [INFO] - [E:63| 1300]: Train Loss:0.001009, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:36:26,763 - wikidata12k_1n - [INFO] - [E:63| 1400]: Train Loss:0.0010089, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:37:29,529 - wikidata12k_1n - [INFO] - [E:63| 1500]: Train Loss:0.0010086, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:38:32,292 - wikidata12k_1n - [INFO] - [E:63| 1600]: Train Loss:0.0010088, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:39:13,275 - wikidata12k_1n - [INFO] - [Epoch:63]: Training Loss:0.001009
2023-05-07 21:39:13,490 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 21:39:34,685 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 21:39:46,959 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 21:40:08,428 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 21:40:20,577 - wikidata12k_1n - [INFO] - [Evaluating Epoch 63 valid]:
MRR: Tail : 0.49102, Head : 0.26291, Avg : 0.37696
2023-05-07 21:40:20,577 - wikidata12k_1n - [INFO] - [Epoch 63]: Training Loss: 0.0010091, Valid MRR: 0.40865,
2023-05-07 21:40:21,217 - wikidata12k_1n - [INFO] - [E:64| 0]: Train Loss:0.001014, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:41:23,893 - wikidata12k_1n - [INFO] - [E:64| 100]: Train Loss:0.0010134, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:42:26,598 - wikidata12k_1n - [INFO] - [E:64| 200]: Train Loss:0.0010101, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:43:29,286 - wikidata12k_1n - [INFO] - [E:64| 300]: Train Loss:0.0010098, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:44:31,966 - wikidata12k_1n - [INFO] - [E:64| 400]: Train Loss:0.0010099, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:45:34,688 - wikidata12k_1n - [INFO] - [E:64| 500]: Train Loss:0.0010091, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:46:37,395 - wikidata12k_1n - [INFO] - [E:64| 600]: Train Loss:0.0010093, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:47:40,145 - wikidata12k_1n - [INFO] - [E:64| 700]: Train Loss:0.0010083, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:48:42,909 - wikidata12k_1n - [INFO] - [E:64| 800]: Train Loss:0.0010086, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:49:45,646 - wikidata12k_1n - [INFO] - [E:64| 900]: Train Loss:0.0010083, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:50:48,401 - wikidata12k_1n - [INFO] - [E:64| 1000]: Train Loss:0.0010083, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:51:51,183 - wikidata12k_1n - [INFO] - [E:64| 1100]: Train Loss:0.001008, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:52:53,946 - wikidata12k_1n - [INFO] - [E:64| 1200]: Train Loss:0.0010081, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:53:56,743 - wikidata12k_1n - [INFO] - [E:64| 1300]: Train Loss:0.0010081, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:54:59,665 - wikidata12k_1n - [INFO] - [E:64| 1400]: Train Loss:0.001008, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:56:02,431 - wikidata12k_1n - [INFO] - [E:64| 1500]: Train Loss:0.0010083, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:57:05,231 - wikidata12k_1n - [INFO] - [E:64| 1600]: Train Loss:0.0010086, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:57:46,285 - wikidata12k_1n - [INFO] - [Epoch:64]: Training Loss:0.001009
2023-05-07 21:57:46,500 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 21:58:07,718 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 21:58:20,009 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 21:58:41,389 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 21:58:53,560 - wikidata12k_1n - [INFO] - [Evaluating Epoch 64 valid]:
MRR: Tail : 0.50017, Head : 0.30381, Avg : 0.40199
2023-05-07 21:58:53,560 - wikidata12k_1n - [INFO] - [Epoch 64]: Training Loss: 0.0010086, Valid MRR: 0.40865,
2023-05-07 21:58:54,202 - wikidata12k_1n - [INFO] - [E:65| 0]: Train Loss:0.0010003, Val MRR:0.40865, wikidata12k_1n
2023-05-07 21:59:56,975 - wikidata12k_1n - [INFO] - [E:65| 100]: Train Loss:0.0010058, Val MRR:0.40865, wikidata12k_1n
2023-05-07 22:00:59,752 - wikidata12k_1n - [INFO] - [E:65| 200]: Train Loss:0.001006, Val MRR:0.40865, wikidata12k_1n
2023-05-07 22:02:02,493 - wikidata12k_1n - [INFO] - [E:65| 300]: Train Loss:0.0010053, Val MRR:0.40865, wikidata12k_1n
2023-05-07 22:03:05,241 - wikidata12k_1n - [INFO] - [E:65| 400]: Train Loss:0.0010056, Val MRR:0.40865, wikidata12k_1n
2023-05-07 22:04:07,985 - wikidata12k_1n - [INFO] - [E:65| 500]: Train Loss:0.0010055, Val MRR:0.40865, wikidata12k_1n
2023-05-07 22:05:10,753 - wikidata12k_1n - [INFO] - [E:65| 600]: Train Loss:0.0010054, Val MRR:0.40865, wikidata12k_1n
2023-05-07 22:06:13,609 - wikidata12k_1n - [INFO] - [E:65| 700]: Train Loss:0.0010068, Val MRR:0.40865, wikidata12k_1n
2023-05-07 22:07:17,106 - wikidata12k_1n - [INFO] - [E:65| 800]: Train Loss:0.0010071, Val MRR:0.40865, wikidata12k_1n
2023-05-07 22:08:19,867 - wikidata12k_1n - [INFO] - [E:65| 900]: Train Loss:0.0010071, Val MRR:0.40865, wikidata12k_1n
2023-05-07 22:09:22,600 - wikidata12k_1n - [INFO] - [E:65| 1000]: Train Loss:0.001007, Val MRR:0.40865, wikidata12k_1n
2023-05-07 22:10:25,331 - wikidata12k_1n - [INFO] - [E:65| 1100]: Train Loss:0.0010072, Val MRR:0.40865, wikidata12k_1n
2023-05-07 22:11:28,080 - wikidata12k_1n - [INFO] - [E:65| 1200]: Train Loss:0.0010072, Val MRR:0.40865, wikidata12k_1n
2023-05-07 22:12:30,803 - wikidata12k_1n - [INFO] - [E:65| 1300]: Train Loss:0.0010069, Val MRR:0.40865, wikidata12k_1n
2023-05-07 22:13:33,583 - wikidata12k_1n - [INFO] - [E:65| 1400]: Train Loss:0.0010071, Val MRR:0.40865, wikidata12k_1n
2023-05-07 22:14:36,333 - wikidata12k_1n - [INFO] - [E:65| 1500]: Train Loss:0.0010068, Val MRR:0.40865, wikidata12k_1n
2023-05-07 22:15:39,071 - wikidata12k_1n - [INFO] - [E:65| 1600]: Train Loss:0.0010069, Val MRR:0.40865, wikidata12k_1n
2023-05-07 22:16:20,142 - wikidata12k_1n - [INFO] - [Epoch:65]: Training Loss:0.001007
2023-05-07 22:16:20,357 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 22:16:41,586 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 22:16:53,873 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 22:17:15,280 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 22:17:27,452 - wikidata12k_1n - [INFO] - [Evaluating Epoch 65 valid]:
MRR: Tail : 0.49591, Head : 0.34784, Avg : 0.42187
2023-05-07 22:17:28,434 - wikidata12k_1n - [INFO] - [Epoch 65]: Training Loss: 0.0010071, Valid MRR: 0.42187,
2023-05-07 22:17:29,083 - wikidata12k_1n - [INFO] - [E:66| 0]: Train Loss:0.00097439, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:18:31,751 - wikidata12k_1n - [INFO] - [E:66| 100]: Train Loss:0.0010039, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:19:34,429 - wikidata12k_1n - [INFO] - [E:66| 200]: Train Loss:0.0010031, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:20:37,136 - wikidata12k_1n - [INFO] - [E:66| 300]: Train Loss:0.0010032, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:21:39,831 - wikidata12k_1n - [INFO] - [E:66| 400]: Train Loss:0.0010033, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:22:42,497 - wikidata12k_1n - [INFO] - [E:66| 500]: Train Loss:0.0010041, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:23:45,285 - wikidata12k_1n - [INFO] - [E:66| 600]: Train Loss:0.0010041, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:24:47,979 - wikidata12k_1n - [INFO] - [E:66| 700]: Train Loss:0.0010048, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:25:50,636 - wikidata12k_1n - [INFO] - [E:66| 800]: Train Loss:0.0010047, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:26:53,309 - wikidata12k_1n - [INFO] - [E:66| 900]: Train Loss:0.0010045, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:27:55,955 - wikidata12k_1n - [INFO] - [E:66| 1000]: Train Loss:0.0010049, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:28:58,654 - wikidata12k_1n - [INFO] - [E:66| 1100]: Train Loss:0.0010054, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:30:01,313 - wikidata12k_1n - [INFO] - [E:66| 1200]: Train Loss:0.0010057, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:31:04,060 - wikidata12k_1n - [INFO] - [E:66| 1300]: Train Loss:0.0010056, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:32:06,860 - wikidata12k_1n - [INFO] - [E:66| 1400]: Train Loss:0.0010057, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:33:09,592 - wikidata12k_1n - [INFO] - [E:66| 1500]: Train Loss:0.0010058, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:34:12,327 - wikidata12k_1n - [INFO] - [E:66| 1600]: Train Loss:0.0010059, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:34:53,309 - wikidata12k_1n - [INFO] - [Epoch:66]: Training Loss:0.001006
2023-05-07 22:34:53,524 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 22:35:14,741 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 22:35:27,019 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 22:35:48,405 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 22:36:00,570 - wikidata12k_1n - [INFO] - [Evaluating Epoch 66 valid]:
MRR: Tail : 0.4978, Head : 0.31071, Avg : 0.40426
2023-05-07 22:36:00,570 - wikidata12k_1n - [INFO] - [Epoch 66]: Training Loss: 0.0010061, Valid MRR: 0.42187,
2023-05-07 22:36:01,213 - wikidata12k_1n - [INFO] - [E:67| 0]: Train Loss:0.00098129, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:37:03,891 - wikidata12k_1n - [INFO] - [E:67| 100]: Train Loss:0.0010061, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:38:06,629 - wikidata12k_1n - [INFO] - [E:67| 200]: Train Loss:0.0010033, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:39:09,416 - wikidata12k_1n - [INFO] - [E:67| 300]: Train Loss:0.0010041, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:40:12,193 - wikidata12k_1n - [INFO] - [E:67| 400]: Train Loss:0.0010037, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:41:15,039 - wikidata12k_1n - [INFO] - [E:67| 500]: Train Loss:0.001004, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:42:17,766 - wikidata12k_1n - [INFO] - [E:67| 600]: Train Loss:0.001005, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:43:20,467 - wikidata12k_1n - [INFO] - [E:67| 700]: Train Loss:0.0010053, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:44:23,190 - wikidata12k_1n - [INFO] - [E:67| 800]: Train Loss:0.0010052, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:45:25,910 - wikidata12k_1n - [INFO] - [E:67| 900]: Train Loss:0.0010054, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:46:28,597 - wikidata12k_1n - [INFO] - [E:67| 1000]: Train Loss:0.0010048, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:47:31,312 - wikidata12k_1n - [INFO] - [E:67| 1100]: Train Loss:0.0010049, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:48:34,050 - wikidata12k_1n - [INFO] - [E:67| 1200]: Train Loss:0.0010049, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:49:36,881 - wikidata12k_1n - [INFO] - [E:67| 1300]: Train Loss:0.0010049, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:50:39,557 - wikidata12k_1n - [INFO] - [E:67| 1400]: Train Loss:0.0010049, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:51:42,251 - wikidata12k_1n - [INFO] - [E:67| 1500]: Train Loss:0.0010049, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:52:44,914 - wikidata12k_1n - [INFO] - [E:67| 1600]: Train Loss:0.001005, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:53:25,878 - wikidata12k_1n - [INFO] - [Epoch:67]: Training Loss:0.001005
2023-05-07 22:53:26,093 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 22:53:47,293 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 22:53:59,622 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 22:54:20,989 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 22:54:33,147 - wikidata12k_1n - [INFO] - [Evaluating Epoch 67 valid]:
MRR: Tail : 0.49569, Head : 0.32081, Avg : 0.40825
2023-05-07 22:54:33,147 - wikidata12k_1n - [INFO] - [Epoch 67]: Training Loss: 0.0010048, Valid MRR: 0.42187,
2023-05-07 22:54:33,791 - wikidata12k_1n - [INFO] - [E:68| 0]: Train Loss:0.00098204, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:55:36,604 - wikidata12k_1n - [INFO] - [E:68| 100]: Train Loss:0.0010026, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:56:39,396 - wikidata12k_1n - [INFO] - [E:68| 200]: Train Loss:0.0010019, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:57:42,175 - wikidata12k_1n - [INFO] - [E:68| 300]: Train Loss:0.0010015, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:58:44,980 - wikidata12k_1n - [INFO] - [E:68| 400]: Train Loss:0.0010019, Val MRR:0.42187, wikidata12k_1n
2023-05-07 22:59:47,674 - wikidata12k_1n - [INFO] - [E:68| 500]: Train Loss:0.001001, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:00:50,481 - wikidata12k_1n - [INFO] - [E:68| 600]: Train Loss:0.0010019, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:01:53,203 - wikidata12k_1n - [INFO] - [E:68| 700]: Train Loss:0.0010024, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:02:55,951 - wikidata12k_1n - [INFO] - [E:68| 800]: Train Loss:0.0010026, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:03:58,710 - wikidata12k_1n - [INFO] - [E:68| 900]: Train Loss:0.0010026, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:05:01,429 - wikidata12k_1n - [INFO] - [E:68| 1000]: Train Loss:0.0010026, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:06:04,151 - wikidata12k_1n - [INFO] - [E:68| 1100]: Train Loss:0.0010028, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:07:07,010 - wikidata12k_1n - [INFO] - [E:68| 1200]: Train Loss:0.0010029, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:08:09,834 - wikidata12k_1n - [INFO] - [E:68| 1300]: Train Loss:0.0010035, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:09:12,590 - wikidata12k_1n - [INFO] - [E:68| 1400]: Train Loss:0.0010038, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:10:15,352 - wikidata12k_1n - [INFO] - [E:68| 1500]: Train Loss:0.0010037, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:11:18,140 - wikidata12k_1n - [INFO] - [E:68| 1600]: Train Loss:0.0010039, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:11:59,184 - wikidata12k_1n - [INFO] - [Epoch:68]: Training Loss:0.001004
2023-05-07 23:11:59,398 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 23:12:20,629 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 23:12:32,921 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 23:12:54,312 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 23:13:06,482 - wikidata12k_1n - [INFO] - [Evaluating Epoch 68 valid]:
MRR: Tail : 0.49045, Head : 0.32508, Avg : 0.40777
2023-05-07 23:13:06,482 - wikidata12k_1n - [INFO] - [Epoch 68]: Training Loss: 0.001004, Valid MRR: 0.42187,
2023-05-07 23:13:07,124 - wikidata12k_1n - [INFO] - [E:69| 0]: Train Loss:0.00097293, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:14:09,908 - wikidata12k_1n - [INFO] - [E:69| 100]: Train Loss:0.00099679, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:15:12,741 - wikidata12k_1n - [INFO] - [E:69| 200]: Train Loss:0.0009996, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:16:15,535 - wikidata12k_1n - [INFO] - [E:69| 300]: Train Loss:0.0010004, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:17:18,285 - wikidata12k_1n - [INFO] - [E:69| 400]: Train Loss:0.0010021, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:18:21,044 - wikidata12k_1n - [INFO] - [E:69| 500]: Train Loss:0.0010012, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:19:23,787 - wikidata12k_1n - [INFO] - [E:69| 600]: Train Loss:0.0010017, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:20:26,542 - wikidata12k_1n - [INFO] - [E:69| 700]: Train Loss:0.0010017, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:21:29,346 - wikidata12k_1n - [INFO] - [E:69| 800]: Train Loss:0.0010017, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:22:32,114 - wikidata12k_1n - [INFO] - [E:69| 900]: Train Loss:0.001002, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:23:34,869 - wikidata12k_1n - [INFO] - [E:69| 1000]: Train Loss:0.0010024, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:24:37,703 - wikidata12k_1n - [INFO] - [E:69| 1100]: Train Loss:0.0010022, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:25:40,398 - wikidata12k_1n - [INFO] - [E:69| 1200]: Train Loss:0.0010023, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:26:43,230 - wikidata12k_1n - [INFO] - [E:69| 1300]: Train Loss:0.0010026, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:27:46,066 - wikidata12k_1n - [INFO] - [E:69| 1400]: Train Loss:0.001003, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:28:48,865 - wikidata12k_1n - [INFO] - [E:69| 1500]: Train Loss:0.0010031, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:29:51,679 - wikidata12k_1n - [INFO] - [E:69| 1600]: Train Loss:0.0010032, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:30:32,709 - wikidata12k_1n - [INFO] - [Epoch:69]: Training Loss:0.001003
2023-05-07 23:30:32,924 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 23:30:54,174 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 23:31:06,468 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 23:31:27,870 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 23:31:40,045 - wikidata12k_1n - [INFO] - [Evaluating Epoch 69 valid]:
MRR: Tail : 0.49667, Head : 0.32745, Avg : 0.41206
MR: Tail : 439.77, Head : 493.37, Avg : 466.57
Hit-1: Tail : 0.3995, Head : 0.21635, Avg : 0.30792
Hit-3: Tail : 0.5476, Head : 0.37782, Avg : 0.46271
Hit-10: Tail : 0.68656, Head : 0.55117, Avg : 0.61886
2023-05-07 23:31:40,045 - wikidata12k_1n - [INFO] - [Epoch 69]: Training Loss: 0.0010032, Valid MRR: 0.42187,
2023-05-07 23:31:40,689 - wikidata12k_1n - [INFO] - [E:70| 0]: Train Loss:0.0010253, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:32:43,542 - wikidata12k_1n - [INFO] - [E:70| 100]: Train Loss:0.0010017, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:33:46,230 - wikidata12k_1n - [INFO] - [E:70| 200]: Train Loss:0.0010026, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:34:48,998 - wikidata12k_1n - [INFO] - [E:70| 300]: Train Loss:0.0010014, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:35:51,780 - wikidata12k_1n - [INFO] - [E:70| 400]: Train Loss:0.001001, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:36:54,626 - wikidata12k_1n - [INFO] - [E:70| 500]: Train Loss:0.00099991, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:37:57,429 - wikidata12k_1n - [INFO] - [E:70| 600]: Train Loss:0.001001, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:39:00,213 - wikidata12k_1n - [INFO] - [E:70| 700]: Train Loss:0.0010012, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:40:03,049 - wikidata12k_1n - [INFO] - [E:70| 800]: Train Loss:0.0010014, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:41:05,881 - wikidata12k_1n - [INFO] - [E:70| 900]: Train Loss:0.001001, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:42:08,572 - wikidata12k_1n - [INFO] - [E:70| 1000]: Train Loss:0.0010018, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:43:11,260 - wikidata12k_1n - [INFO] - [E:70| 1100]: Train Loss:0.0010024, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:44:13,937 - wikidata12k_1n - [INFO] - [E:70| 1200]: Train Loss:0.0010022, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:45:16,654 - wikidata12k_1n - [INFO] - [E:70| 1300]: Train Loss:0.0010023, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:46:19,352 - wikidata12k_1n - [INFO] - [E:70| 1400]: Train Loss:0.0010024, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:47:22,073 - wikidata12k_1n - [INFO] - [E:70| 1500]: Train Loss:0.0010022, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:48:24,793 - wikidata12k_1n - [INFO] - [E:70| 1600]: Train Loss:0.0010024, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:49:05,772 - wikidata12k_1n - [INFO] - [Epoch:70]: Training Loss:0.001002
2023-05-07 23:49:05,988 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-07 23:49:27,186 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-07 23:49:39,515 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-07 23:50:00,968 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-07 23:50:13,141 - wikidata12k_1n - [INFO] - [Evaluating Epoch 70 valid]:
MRR: Tail : 0.48949, Head : 0.31067, Avg : 0.40008
2023-05-07 23:50:13,141 - wikidata12k_1n - [INFO] - [Epoch 70]: Training Loss: 0.0010024, Valid MRR: 0.42187,
2023-05-07 23:50:13,781 - wikidata12k_1n - [INFO] - [E:71| 0]: Train Loss:0.0010009, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:51:16,602 - wikidata12k_1n - [INFO] - [E:71| 100]: Train Loss:0.0010009, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:52:19,600 - wikidata12k_1n - [INFO] - [E:71| 200]: Train Loss:0.0010001, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:53:22,579 - wikidata12k_1n - [INFO] - [E:71| 300]: Train Loss:0.0010004, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:54:25,527 - wikidata12k_1n - [INFO] - [E:71| 400]: Train Loss:0.00099938, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:55:28,334 - wikidata12k_1n - [INFO] - [E:71| 500]: Train Loss:0.00099916, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:56:31,296 - wikidata12k_1n - [INFO] - [E:71| 600]: Train Loss:0.00099912, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:57:34,182 - wikidata12k_1n - [INFO] - [E:71| 700]: Train Loss:0.001, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:58:36,940 - wikidata12k_1n - [INFO] - [E:71| 800]: Train Loss:0.0010011, Val MRR:0.42187, wikidata12k_1n
2023-05-07 23:59:39,741 - wikidata12k_1n - [INFO] - [E:71| 900]: Train Loss:0.0010011, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:00:42,509 - wikidata12k_1n - [INFO] - [E:71| 1000]: Train Loss:0.0010009, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:01:45,280 - wikidata12k_1n - [INFO] - [E:71| 1100]: Train Loss:0.0010016, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:02:48,033 - wikidata12k_1n - [INFO] - [E:71| 1200]: Train Loss:0.0010017, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:03:50,844 - wikidata12k_1n - [INFO] - [E:71| 1300]: Train Loss:0.0010015, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:04:53,590 - wikidata12k_1n - [INFO] - [E:71| 1400]: Train Loss:0.0010016, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:05:56,378 - wikidata12k_1n - [INFO] - [E:71| 1500]: Train Loss:0.0010019, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:06:59,150 - wikidata12k_1n - [INFO] - [E:71| 1600]: Train Loss:0.001002, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:07:40,196 - wikidata12k_1n - [INFO] - [Epoch:71]: Training Loss:0.001002
2023-05-08 00:07:40,411 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 00:08:01,636 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 00:08:13,921 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 00:08:35,304 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 00:08:47,470 - wikidata12k_1n - [INFO] - [Evaluating Epoch 71 valid]:
MRR: Tail : 0.49722, Head : 0.34188, Avg : 0.41955
2023-05-08 00:08:47,470 - wikidata12k_1n - [INFO] - [Epoch 71]: Training Loss: 0.0010021, Valid MRR: 0.42187,
2023-05-08 00:08:48,111 - wikidata12k_1n - [INFO] - [E:72| 0]: Train Loss:0.0010133, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:09:50,820 - wikidata12k_1n - [INFO] - [E:72| 100]: Train Loss:0.00099849, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:10:53,478 - wikidata12k_1n - [INFO] - [E:72| 200]: Train Loss:0.00099895, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:11:56,182 - wikidata12k_1n - [INFO] - [E:72| 300]: Train Loss:0.00099961, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:12:58,902 - wikidata12k_1n - [INFO] - [E:72| 400]: Train Loss:0.00099946, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:14:01,662 - wikidata12k_1n - [INFO] - [E:72| 500]: Train Loss:0.00099909, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:15:04,427 - wikidata12k_1n - [INFO] - [E:72| 600]: Train Loss:0.00099902, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:16:07,277 - wikidata12k_1n - [INFO] - [E:72| 700]: Train Loss:0.00099953, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:17:10,045 - wikidata12k_1n - [INFO] - [E:72| 800]: Train Loss:0.00099946, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:18:12,871 - wikidata12k_1n - [INFO] - [E:72| 900]: Train Loss:0.00099969, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:19:15,632 - wikidata12k_1n - [INFO] - [E:72| 1000]: Train Loss:0.00099981, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:20:18,436 - wikidata12k_1n - [INFO] - [E:72| 1100]: Train Loss:0.0010003, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:21:21,244 - wikidata12k_1n - [INFO] - [E:72| 1200]: Train Loss:0.0010006, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:22:24,024 - wikidata12k_1n - [INFO] - [E:72| 1300]: Train Loss:0.0010006, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:23:26,811 - wikidata12k_1n - [INFO] - [E:72| 1400]: Train Loss:0.0010005, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:24:29,667 - wikidata12k_1n - [INFO] - [E:72| 1500]: Train Loss:0.0010003, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:25:32,463 - wikidata12k_1n - [INFO] - [E:72| 1600]: Train Loss:0.0010004, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:26:13,510 - wikidata12k_1n - [INFO] - [Epoch:72]: Training Loss:0.001
2023-05-08 00:26:13,726 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 00:26:34,946 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 00:26:47,244 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 00:27:08,641 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 00:27:20,812 - wikidata12k_1n - [INFO] - [Evaluating Epoch 72 valid]:
MRR: Tail : 0.5011, Head : 0.2855, Avg : 0.3933
2023-05-08 00:27:20,812 - wikidata12k_1n - [INFO] - [Epoch 72]: Training Loss: 0.0010003, Valid MRR: 0.42187,
2023-05-08 00:27:21,458 - wikidata12k_1n - [INFO] - [E:73| 0]: Train Loss:0.0010058, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:28:24,187 - wikidata12k_1n - [INFO] - [E:73| 100]: Train Loss:0.00099686, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:29:26,971 - wikidata12k_1n - [INFO] - [E:73| 200]: Train Loss:0.00099765, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:30:29,644 - wikidata12k_1n - [INFO] - [E:73| 300]: Train Loss:0.00099806, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:31:32,381 - wikidata12k_1n - [INFO] - [E:73| 400]: Train Loss:0.00099799, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:32:35,295 - wikidata12k_1n - [INFO] - [E:73| 500]: Train Loss:0.00099911, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:33:38,048 - wikidata12k_1n - [INFO] - [E:73| 600]: Train Loss:0.00099895, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:34:40,729 - wikidata12k_1n - [INFO] - [E:73| 700]: Train Loss:0.00099875, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:35:43,451 - wikidata12k_1n - [INFO] - [E:73| 800]: Train Loss:0.00099835, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:36:46,235 - wikidata12k_1n - [INFO] - [E:73| 900]: Train Loss:0.00099845, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:37:49,032 - wikidata12k_1n - [INFO] - [E:73| 1000]: Train Loss:0.00099826, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:38:51,842 - wikidata12k_1n - [INFO] - [E:73| 1100]: Train Loss:0.00099849, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:39:54,670 - wikidata12k_1n - [INFO] - [E:73| 1200]: Train Loss:0.00099852, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:40:57,453 - wikidata12k_1n - [INFO] - [E:73| 1300]: Train Loss:0.00099876, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:42:00,224 - wikidata12k_1n - [INFO] - [E:73| 1400]: Train Loss:0.00099916, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:43:02,960 - wikidata12k_1n - [INFO] - [E:73| 1500]: Train Loss:0.0009992, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:44:05,712 - wikidata12k_1n - [INFO] - [E:73| 1600]: Train Loss:0.00099943, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:44:46,722 - wikidata12k_1n - [INFO] - [Epoch:73]: Training Loss:0.0009994
2023-05-08 00:44:46,938 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 00:45:08,153 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 00:45:20,436 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 00:45:41,823 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 00:45:53,997 - wikidata12k_1n - [INFO] - [Evaluating Epoch 73 valid]:
MRR: Tail : 0.49694, Head : 0.29605, Avg : 0.39649
2023-05-08 00:45:53,997 - wikidata12k_1n - [INFO] - [Epoch 73]: Training Loss: 0.00099942, Valid MRR: 0.42187,
2023-05-08 00:45:54,638 - wikidata12k_1n - [INFO] - [E:74| 0]: Train Loss:0.0011114, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:46:57,399 - wikidata12k_1n - [INFO] - [E:74| 100]: Train Loss:0.0009985, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:48:00,167 - wikidata12k_1n - [INFO] - [E:74| 200]: Train Loss:0.00099764, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:49:02,915 - wikidata12k_1n - [INFO] - [E:74| 300]: Train Loss:0.00099802, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:50:05,643 - wikidata12k_1n - [INFO] - [E:74| 400]: Train Loss:0.00099806, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:51:08,417 - wikidata12k_1n - [INFO] - [E:74| 500]: Train Loss:0.0009976, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:52:11,102 - wikidata12k_1n - [INFO] - [E:74| 600]: Train Loss:0.00099812, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:53:13,800 - wikidata12k_1n - [INFO] - [E:74| 700]: Train Loss:0.00099859, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:54:16,482 - wikidata12k_1n - [INFO] - [E:74| 800]: Train Loss:0.0009988, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:55:19,186 - wikidata12k_1n - [INFO] - [E:74| 900]: Train Loss:0.00099962, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:56:21,854 - wikidata12k_1n - [INFO] - [E:74| 1000]: Train Loss:0.00099938, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:57:24,526 - wikidata12k_1n - [INFO] - [E:74| 1100]: Train Loss:0.00099934, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:58:27,174 - wikidata12k_1n - [INFO] - [E:74| 1200]: Train Loss:0.00099917, Val MRR:0.42187, wikidata12k_1n
2023-05-08 00:59:29,994 - wikidata12k_1n - [INFO] - [E:74| 1300]: Train Loss:0.00099909, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:00:32,751 - wikidata12k_1n - [INFO] - [E:74| 1400]: Train Loss:0.00099901, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:01:35,520 - wikidata12k_1n - [INFO] - [E:74| 1500]: Train Loss:0.00099883, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:02:38,247 - wikidata12k_1n - [INFO] - [E:74| 1600]: Train Loss:0.00099875, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:03:19,201 - wikidata12k_1n - [INFO] - [Epoch:74]: Training Loss:0.0009987
2023-05-08 01:03:19,417 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 01:03:40,633 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 01:03:52,921 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 01:04:14,295 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 01:04:26,454 - wikidata12k_1n - [INFO] - [Evaluating Epoch 74 valid]:
MRR: Tail : 0.48952, Head : 0.26564, Avg : 0.37758
2023-05-08 01:04:26,454 - wikidata12k_1n - [INFO] - [Epoch 74]: Training Loss: 0.00099871, Valid MRR: 0.42187,
2023-05-08 01:04:27,097 - wikidata12k_1n - [INFO] - [E:75| 0]: Train Loss:0.00096786, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:05:29,787 - wikidata12k_1n - [INFO] - [E:75| 100]: Train Loss:0.00099153, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:06:32,508 - wikidata12k_1n - [INFO] - [E:75| 200]: Train Loss:0.00099264, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:07:35,247 - wikidata12k_1n - [INFO] - [E:75| 300]: Train Loss:0.00099417, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:08:38,120 - wikidata12k_1n - [INFO] - [E:75| 400]: Train Loss:0.00099457, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:09:40,953 - wikidata12k_1n - [INFO] - [E:75| 500]: Train Loss:0.00099604, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:10:43,762 - wikidata12k_1n - [INFO] - [E:75| 600]: Train Loss:0.00099628, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:11:46,581 - wikidata12k_1n - [INFO] - [E:75| 700]: Train Loss:0.00099682, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:12:49,290 - wikidata12k_1n - [INFO] - [E:75| 800]: Train Loss:0.00099682, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:13:51,965 - wikidata12k_1n - [INFO] - [E:75| 900]: Train Loss:0.00099709, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:14:54,627 - wikidata12k_1n - [INFO] - [E:75| 1000]: Train Loss:0.00099711, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:15:57,306 - wikidata12k_1n - [INFO] - [E:75| 1100]: Train Loss:0.00099728, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:16:59,994 - wikidata12k_1n - [INFO] - [E:75| 1200]: Train Loss:0.00099742, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:18:02,748 - wikidata12k_1n - [INFO] - [E:75| 1300]: Train Loss:0.00099738, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:19:05,416 - wikidata12k_1n - [INFO] - [E:75| 1400]: Train Loss:0.00099729, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:20:08,103 - wikidata12k_1n - [INFO] - [E:75| 1500]: Train Loss:0.0009976, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:21:10,787 - wikidata12k_1n - [INFO] - [E:75| 1600]: Train Loss:0.00099778, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:21:51,750 - wikidata12k_1n - [INFO] - [Epoch:75]: Training Loss:0.0009978
2023-05-08 01:21:51,965 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 01:22:13,155 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 01:22:25,428 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 01:22:46,814 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 01:22:58,972 - wikidata12k_1n - [INFO] - [Evaluating Epoch 75 valid]:
MRR: Tail : 0.50149, Head : 0.33142, Avg : 0.41645
2023-05-08 01:22:58,972 - wikidata12k_1n - [INFO] - [Epoch 75]: Training Loss: 0.0009978, Valid MRR: 0.42187,
2023-05-08 01:22:59,612 - wikidata12k_1n - [INFO] - [E:76| 0]: Train Loss:0.00096237, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:24:02,301 - wikidata12k_1n - [INFO] - [E:76| 100]: Train Loss:0.00099126, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:25:05,045 - wikidata12k_1n - [INFO] - [E:76| 200]: Train Loss:0.00099391, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:26:07,735 - wikidata12k_1n - [INFO] - [E:76| 300]: Train Loss:0.00099368, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:27:10,418 - wikidata12k_1n - [INFO] - [E:76| 400]: Train Loss:0.0009938, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:28:13,148 - wikidata12k_1n - [INFO] - [E:76| 500]: Train Loss:0.00099477, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:29:15,933 - wikidata12k_1n - [INFO] - [E:76| 600]: Train Loss:0.00099481, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:30:18,735 - wikidata12k_1n - [INFO] - [E:76| 700]: Train Loss:0.00099514, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:31:21,561 - wikidata12k_1n - [INFO] - [E:76| 800]: Train Loss:0.00099556, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:32:24,354 - wikidata12k_1n - [INFO] - [E:76| 900]: Train Loss:0.00099621, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:33:27,160 - wikidata12k_1n - [INFO] - [E:76| 1000]: Train Loss:0.00099645, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:34:29,923 - wikidata12k_1n - [INFO] - [E:76| 1100]: Train Loss:0.00099661, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:35:32,639 - wikidata12k_1n - [INFO] - [E:76| 1200]: Train Loss:0.00099661, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:36:35,605 - wikidata12k_1n - [INFO] - [E:76| 1300]: Train Loss:0.00099659, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:37:38,415 - wikidata12k_1n - [INFO] - [E:76| 1400]: Train Loss:0.00099662, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:38:41,206 - wikidata12k_1n - [INFO] - [E:76| 1500]: Train Loss:0.00099673, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:39:44,050 - wikidata12k_1n - [INFO] - [E:76| 1600]: Train Loss:0.00099703, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:40:25,074 - wikidata12k_1n - [INFO] - [Epoch:76]: Training Loss:0.000997
2023-05-08 01:40:25,289 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 01:40:46,523 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 01:40:58,808 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 01:41:20,197 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 01:41:32,354 - wikidata12k_1n - [INFO] - [Evaluating Epoch 76 valid]:
MRR: Tail : 0.49307, Head : 0.27298, Avg : 0.38302
2023-05-08 01:41:32,355 - wikidata12k_1n - [INFO] - [Epoch 76]: Training Loss: 0.00099695, Valid MRR: 0.42187,
2023-05-08 01:41:32,997 - wikidata12k_1n - [INFO] - [E:77| 0]: Train Loss:0.00098471, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:42:35,889 - wikidata12k_1n - [INFO] - [E:77| 100]: Train Loss:0.0009906, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:43:38,768 - wikidata12k_1n - [INFO] - [E:77| 200]: Train Loss:0.00099355, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:44:41,712 - wikidata12k_1n - [INFO] - [E:77| 300]: Train Loss:0.00099429, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:45:44,640 - wikidata12k_1n - [INFO] - [E:77| 400]: Train Loss:0.00099327, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:46:47,339 - wikidata12k_1n - [INFO] - [E:77| 500]: Train Loss:0.00099409, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:47:50,039 - wikidata12k_1n - [INFO] - [E:77| 600]: Train Loss:0.00099444, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:48:52,698 - wikidata12k_1n - [INFO] - [E:77| 700]: Train Loss:0.00099445, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:49:55,390 - wikidata12k_1n - [INFO] - [E:77| 800]: Train Loss:0.00099444, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:50:58,104 - wikidata12k_1n - [INFO] - [E:77| 900]: Train Loss:0.00099437, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:52:00,888 - wikidata12k_1n - [INFO] - [E:77| 1000]: Train Loss:0.00099496, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:53:03,673 - wikidata12k_1n - [INFO] - [E:77| 1100]: Train Loss:0.000995, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:54:06,447 - wikidata12k_1n - [INFO] - [E:77| 1200]: Train Loss:0.00099521, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:55:09,236 - wikidata12k_1n - [INFO] - [E:77| 1300]: Train Loss:0.00099544, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:56:11,989 - wikidata12k_1n - [INFO] - [E:77| 1400]: Train Loss:0.00099526, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:57:14,772 - wikidata12k_1n - [INFO] - [E:77| 1500]: Train Loss:0.00099542, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:58:17,511 - wikidata12k_1n - [INFO] - [E:77| 1600]: Train Loss:0.00099558, Val MRR:0.42187, wikidata12k_1n
2023-05-08 01:58:58,506 - wikidata12k_1n - [INFO] - [Epoch:77]: Training Loss:0.0009955
2023-05-08 01:58:58,720 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 01:59:19,927 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 01:59:32,255 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 01:59:53,720 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 02:00:05,882 - wikidata12k_1n - [INFO] - [Evaluating Epoch 77 valid]:
MRR: Tail : 0.49265, Head : 0.28752, Avg : 0.39008
2023-05-08 02:00:05,882 - wikidata12k_1n - [INFO] - [Epoch 77]: Training Loss: 0.00099547, Valid MRR: 0.42187,
2023-05-08 02:00:06,524 - wikidata12k_1n - [INFO] - [E:78| 0]: Train Loss:0.00096078, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:01:09,384 - wikidata12k_1n - [INFO] - [E:78| 100]: Train Loss:0.00098865, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:02:12,134 - wikidata12k_1n - [INFO] - [E:78| 200]: Train Loss:0.00098938, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:03:14,906 - wikidata12k_1n - [INFO] - [E:78| 300]: Train Loss:0.00099025, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:04:17,667 - wikidata12k_1n - [INFO] - [E:78| 400]: Train Loss:0.00099164, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:05:20,441 - wikidata12k_1n - [INFO] - [E:78| 500]: Train Loss:0.00099263, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:06:23,179 - wikidata12k_1n - [INFO] - [E:78| 600]: Train Loss:0.0009933, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:07:25,874 - wikidata12k_1n - [INFO] - [E:78| 700]: Train Loss:0.00099344, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:08:28,617 - wikidata12k_1n - [INFO] - [E:78| 800]: Train Loss:0.00099401, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:09:31,303 - wikidata12k_1n - [INFO] - [E:78| 900]: Train Loss:0.00099421, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:10:33,984 - wikidata12k_1n - [INFO] - [E:78| 1000]: Train Loss:0.0009945, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:11:36,685 - wikidata12k_1n - [INFO] - [E:78| 1100]: Train Loss:0.0009946, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:12:39,485 - wikidata12k_1n - [INFO] - [E:78| 1200]: Train Loss:0.0009946, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:13:42,278 - wikidata12k_1n - [INFO] - [E:78| 1300]: Train Loss:0.00099517, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:14:45,086 - wikidata12k_1n - [INFO] - [E:78| 1400]: Train Loss:0.00099511, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:15:47,771 - wikidata12k_1n - [INFO] - [E:78| 1500]: Train Loss:0.0009952, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:16:50,525 - wikidata12k_1n - [INFO] - [E:78| 1600]: Train Loss:0.00099539, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:17:31,628 - wikidata12k_1n - [INFO] - [Epoch:78]: Training Loss:0.0009953
2023-05-08 02:17:31,844 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 02:17:53,064 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 02:18:05,350 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 02:18:26,741 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 02:18:38,924 - wikidata12k_1n - [INFO] - [Evaluating Epoch 78 valid]:
MRR: Tail : 0.49667, Head : 0.3139, Avg : 0.40528
2023-05-08 02:18:38,924 - wikidata12k_1n - [INFO] - [Epoch 78]: Training Loss: 0.0009953, Valid MRR: 0.42187,
2023-05-08 02:18:39,573 - wikidata12k_1n - [INFO] - [E:79| 0]: Train Loss:0.00096019, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:19:42,329 - wikidata12k_1n - [INFO] - [E:79| 100]: Train Loss:0.00098776, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:20:45,079 - wikidata12k_1n - [INFO] - [E:79| 200]: Train Loss:0.00099026, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:21:47,894 - wikidata12k_1n - [INFO] - [E:79| 300]: Train Loss:0.00099094, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:22:50,657 - wikidata12k_1n - [INFO] - [E:79| 400]: Train Loss:0.00099151, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:23:53,430 - wikidata12k_1n - [INFO] - [E:79| 500]: Train Loss:0.00099199, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:24:56,289 - wikidata12k_1n - [INFO] - [E:79| 600]: Train Loss:0.00099271, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:25:59,163 - wikidata12k_1n - [INFO] - [E:79| 700]: Train Loss:0.00099322, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:27:01,963 - wikidata12k_1n - [INFO] - [E:79| 800]: Train Loss:0.00099325, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:28:04,714 - wikidata12k_1n - [INFO] - [E:79| 900]: Train Loss:0.00099362, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:29:07,498 - wikidata12k_1n - [INFO] - [E:79| 1000]: Train Loss:0.00099391, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:30:10,278 - wikidata12k_1n - [INFO] - [E:79| 1100]: Train Loss:0.00099369, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:31:13,082 - wikidata12k_1n - [INFO] - [E:79| 1200]: Train Loss:0.00099365, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:32:15,864 - wikidata12k_1n - [INFO] - [E:79| 1300]: Train Loss:0.00099361, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:33:18,630 - wikidata12k_1n - [INFO] - [E:79| 1400]: Train Loss:0.00099413, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:34:21,423 - wikidata12k_1n - [INFO] - [E:79| 1500]: Train Loss:0.00099422, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:35:24,357 - wikidata12k_1n - [INFO] - [E:79| 1600]: Train Loss:0.00099426, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:36:05,458 - wikidata12k_1n - [INFO] - [Epoch:79]: Training Loss:0.0009944
2023-05-08 02:36:05,672 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 02:36:26,942 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 02:36:39,270 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 02:37:00,684 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 02:37:12,844 - wikidata12k_1n - [INFO] - [Evaluating Epoch 79 valid]:
MRR: Tail : 0.49588, Head : 0.31112, Avg : 0.4035
MR: Tail : 473.61, Head : 538.63, Avg : 506.12
Hit-1: Tail : 0.40152, Head : 0.1976, Avg : 0.29956
Hit-3: Tail : 0.54246, Head : 0.36268, Avg : 0.45257
Hit-10: Tail : 0.68374, Head : 0.54676, Avg : 0.61525
2023-05-08 02:37:12,844 - wikidata12k_1n - [INFO] - [Epoch 79]: Training Loss: 0.00099443, Valid MRR: 0.42187,
2023-05-08 02:37:13,489 - wikidata12k_1n - [INFO] - [E:80| 0]: Train Loss:0.0010184, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:38:16,364 - wikidata12k_1n - [INFO] - [E:80| 100]: Train Loss:0.00099331, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:39:19,144 - wikidata12k_1n - [INFO] - [E:80| 200]: Train Loss:0.00099287, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:40:21,925 - wikidata12k_1n - [INFO] - [E:80| 300]: Train Loss:0.00099221, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:41:24,757 - wikidata12k_1n - [INFO] - [E:80| 400]: Train Loss:0.0009926, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:42:27,534 - wikidata12k_1n - [INFO] - [E:80| 500]: Train Loss:0.00099242, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:43:30,376 - wikidata12k_1n - [INFO] - [E:80| 600]: Train Loss:0.00099211, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:44:33,053 - wikidata12k_1n - [INFO] - [E:80| 700]: Train Loss:0.0009925, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:45:35,845 - wikidata12k_1n - [INFO] - [E:80| 800]: Train Loss:0.0009921, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:46:38,652 - wikidata12k_1n - [INFO] - [E:80| 900]: Train Loss:0.00099257, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:47:41,401 - wikidata12k_1n - [INFO] - [E:80| 1000]: Train Loss:0.00099229, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:48:44,087 - wikidata12k_1n - [INFO] - [E:80| 1100]: Train Loss:0.00099216, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:49:46,802 - wikidata12k_1n - [INFO] - [E:80| 1200]: Train Loss:0.00099232, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:50:49,483 - wikidata12k_1n - [INFO] - [E:80| 1300]: Train Loss:0.00099267, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:51:52,329 - wikidata12k_1n - [INFO] - [E:80| 1400]: Train Loss:0.00099294, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:52:55,114 - wikidata12k_1n - [INFO] - [E:80| 1500]: Train Loss:0.00099308, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:53:57,966 - wikidata12k_1n - [INFO] - [E:80| 1600]: Train Loss:0.00099317, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:54:39,039 - wikidata12k_1n - [INFO] - [Epoch:80]: Training Loss:0.0009931
2023-05-08 02:54:39,254 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 02:55:00,490 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 02:55:12,782 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 02:55:34,190 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 02:55:46,363 - wikidata12k_1n - [INFO] - [Evaluating Epoch 80 valid]:
MRR: Tail : 0.49858, Head : 0.31063, Avg : 0.4046
2023-05-08 02:55:46,363 - wikidata12k_1n - [INFO] - [Epoch 80]: Training Loss: 0.00099314, Valid MRR: 0.42187,
2023-05-08 02:55:47,005 - wikidata12k_1n - [INFO] - [E:81| 0]: Train Loss:0.00098843, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:56:49,865 - wikidata12k_1n - [INFO] - [E:81| 100]: Train Loss:0.00099224, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:57:52,673 - wikidata12k_1n - [INFO] - [E:81| 200]: Train Loss:0.00099223, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:58:55,444 - wikidata12k_1n - [INFO] - [E:81| 300]: Train Loss:0.0009906, Val MRR:0.42187, wikidata12k_1n
2023-05-08 02:59:58,176 - wikidata12k_1n - [INFO] - [E:81| 400]: Train Loss:0.0009896, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:01:01,059 - wikidata12k_1n - [INFO] - [E:81| 500]: Train Loss:0.00099121, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:02:03,843 - wikidata12k_1n - [INFO] - [E:81| 600]: Train Loss:0.00099107, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:03:06,662 - wikidata12k_1n - [INFO] - [E:81| 700]: Train Loss:0.00099111, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:04:09,465 - wikidata12k_1n - [INFO] - [E:81| 800]: Train Loss:0.00099139, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:05:12,255 - wikidata12k_1n - [INFO] - [E:81| 900]: Train Loss:0.0009919, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:06:15,043 - wikidata12k_1n - [INFO] - [E:81| 1000]: Train Loss:0.00099198, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:07:17,840 - wikidata12k_1n - [INFO] - [E:81| 1100]: Train Loss:0.00099231, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:08:20,647 - wikidata12k_1n - [INFO] - [E:81| 1200]: Train Loss:0.00099257, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:09:23,421 - wikidata12k_1n - [INFO] - [E:81| 1300]: Train Loss:0.00099271, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:10:26,128 - wikidata12k_1n - [INFO] - [E:81| 1400]: Train Loss:0.00099256, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:11:28,863 - wikidata12k_1n - [INFO] - [E:81| 1500]: Train Loss:0.00099251, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:12:31,585 - wikidata12k_1n - [INFO] - [E:81| 1600]: Train Loss:0.00099236, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:13:12,546 - wikidata12k_1n - [INFO] - [Epoch:81]: Training Loss:0.0009925
2023-05-08 03:13:12,760 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 03:13:33,996 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 03:13:46,282 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 03:14:07,669 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 03:14:19,821 - wikidata12k_1n - [INFO] - [Evaluating Epoch 81 valid]:
MRR: Tail : 0.50001, Head : 0.29604, Avg : 0.39802
2023-05-08 03:14:19,821 - wikidata12k_1n - [INFO] - [Epoch 81]: Training Loss: 0.0009925, Valid MRR: 0.42187,
2023-05-08 03:14:20,459 - wikidata12k_1n - [INFO] - [E:82| 0]: Train Loss:0.00099373, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:15:23,152 - wikidata12k_1n - [INFO] - [E:82| 100]: Train Loss:0.00099076, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:16:25,854 - wikidata12k_1n - [INFO] - [E:82| 200]: Train Loss:0.0009887, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:17:28,692 - wikidata12k_1n - [INFO] - [E:82| 300]: Train Loss:0.00098909, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:18:31,525 - wikidata12k_1n - [INFO] - [E:82| 400]: Train Loss:0.00098875, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:19:34,275 - wikidata12k_1n - [INFO] - [E:82| 500]: Train Loss:0.00098977, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:20:36,971 - wikidata12k_1n - [INFO] - [E:82| 600]: Train Loss:0.00099006, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:21:39,674 - wikidata12k_1n - [INFO] - [E:82| 700]: Train Loss:0.00099003, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:22:42,370 - wikidata12k_1n - [INFO] - [E:82| 800]: Train Loss:0.00098986, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:23:45,067 - wikidata12k_1n - [INFO] - [E:82| 900]: Train Loss:0.00099031, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:24:47,738 - wikidata12k_1n - [INFO] - [E:82| 1000]: Train Loss:0.00099086, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:25:50,446 - wikidata12k_1n - [INFO] - [E:82| 1100]: Train Loss:0.0009911, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:26:53,314 - wikidata12k_1n - [INFO] - [E:82| 1200]: Train Loss:0.00099117, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:27:56,217 - wikidata12k_1n - [INFO] - [E:82| 1300]: Train Loss:0.00099102, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:28:59,075 - wikidata12k_1n - [INFO] - [E:82| 1400]: Train Loss:0.00099151, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:30:02,136 - wikidata12k_1n - [INFO] - [E:82| 1500]: Train Loss:0.00099178, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:31:04,904 - wikidata12k_1n - [INFO] - [E:82| 1600]: Train Loss:0.00099164, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:31:45,943 - wikidata12k_1n - [INFO] - [Epoch:82]: Training Loss:0.0009917
2023-05-08 03:31:46,158 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 03:32:07,368 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 03:32:19,655 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 03:32:41,052 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 03:32:53,225 - wikidata12k_1n - [INFO] - [Evaluating Epoch 82 valid]:
MRR: Tail : 0.50141, Head : 0.28378, Avg : 0.39259
2023-05-08 03:32:53,225 - wikidata12k_1n - [INFO] - [Epoch 82]: Training Loss: 0.00099165, Valid MRR: 0.42187,
2023-05-08 03:32:53,871 - wikidata12k_1n - [INFO] - [E:83| 0]: Train Loss:0.00098584, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:33:56,618 - wikidata12k_1n - [INFO] - [E:83| 100]: Train Loss:0.00098933, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:34:59,475 - wikidata12k_1n - [INFO] - [E:83| 200]: Train Loss:0.00099238, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:36:02,218 - wikidata12k_1n - [INFO] - [E:83| 300]: Train Loss:0.00099411, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:37:04,925 - wikidata12k_1n - [INFO] - [E:83| 400]: Train Loss:0.00099307, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:38:07,637 - wikidata12k_1n - [INFO] - [E:83| 500]: Train Loss:0.00099193, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:39:10,418 - wikidata12k_1n - [INFO] - [E:83| 600]: Train Loss:0.00099199, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:40:13,175 - wikidata12k_1n - [INFO] - [E:83| 700]: Train Loss:0.00099192, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:41:15,987 - wikidata12k_1n - [INFO] - [E:83| 800]: Train Loss:0.00099214, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:42:18,799 - wikidata12k_1n - [INFO] - [E:83| 900]: Train Loss:0.00099195, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:43:21,525 - wikidata12k_1n - [INFO] - [E:83| 1000]: Train Loss:0.0009915, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:44:24,275 - wikidata12k_1n - [INFO] - [E:83| 1100]: Train Loss:0.00099143, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:45:26,951 - wikidata12k_1n - [INFO] - [E:83| 1200]: Train Loss:0.00099117, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:46:29,623 - wikidata12k_1n - [INFO] - [E:83| 1300]: Train Loss:0.00099107, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:47:32,304 - wikidata12k_1n - [INFO] - [E:83| 1400]: Train Loss:0.00099103, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:48:34,979 - wikidata12k_1n - [INFO] - [E:83| 1500]: Train Loss:0.0009913, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:49:37,669 - wikidata12k_1n - [INFO] - [E:83| 1600]: Train Loss:0.00099126, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:50:18,622 - wikidata12k_1n - [INFO] - [Epoch:83]: Training Loss:0.0009912
2023-05-08 03:50:18,837 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 03:50:40,055 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 03:50:52,329 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 03:51:13,702 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 03:51:25,862 - wikidata12k_1n - [INFO] - [Evaluating Epoch 83 valid]:
MRR: Tail : 0.49377, Head : 0.28616, Avg : 0.38997
2023-05-08 03:51:25,862 - wikidata12k_1n - [INFO] - [Epoch 83]: Training Loss: 0.00099119, Valid MRR: 0.42187,
2023-05-08 03:51:26,507 - wikidata12k_1n - [INFO] - [E:84| 0]: Train Loss:0.00098067, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:52:29,391 - wikidata12k_1n - [INFO] - [E:84| 100]: Train Loss:0.00098547, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:53:32,194 - wikidata12k_1n - [INFO] - [E:84| 200]: Train Loss:0.00098561, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:54:35,006 - wikidata12k_1n - [INFO] - [E:84| 300]: Train Loss:0.0009856, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:55:37,802 - wikidata12k_1n - [INFO] - [E:84| 400]: Train Loss:0.00098584, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:56:40,627 - wikidata12k_1n - [INFO] - [E:84| 500]: Train Loss:0.00098635, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:57:43,365 - wikidata12k_1n - [INFO] - [E:84| 600]: Train Loss:0.00098718, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:58:46,117 - wikidata12k_1n - [INFO] - [E:84| 700]: Train Loss:0.00098784, Val MRR:0.42187, wikidata12k_1n
2023-05-08 03:59:48,889 - wikidata12k_1n - [INFO] - [E:84| 800]: Train Loss:0.00098831, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:00:51,767 - wikidata12k_1n - [INFO] - [E:84| 900]: Train Loss:0.00098856, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:01:54,479 - wikidata12k_1n - [INFO] - [E:84| 1000]: Train Loss:0.0009883, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:02:57,161 - wikidata12k_1n - [INFO] - [E:84| 1100]: Train Loss:0.00098872, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:03:59,857 - wikidata12k_1n - [INFO] - [E:84| 1200]: Train Loss:0.00098895, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:05:02,602 - wikidata12k_1n - [INFO] - [E:84| 1300]: Train Loss:0.00098882, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:06:05,456 - wikidata12k_1n - [INFO] - [E:84| 1400]: Train Loss:0.00098911, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:07:08,272 - wikidata12k_1n - [INFO] - [E:84| 1500]: Train Loss:0.00098944, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:08:11,055 - wikidata12k_1n - [INFO] - [E:84| 1600]: Train Loss:0.00098969, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:08:52,065 - wikidata12k_1n - [INFO] - [Epoch:84]: Training Loss:0.0009898
2023-05-08 04:08:52,280 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 04:09:13,531 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 04:09:25,897 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 04:09:47,311 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 04:09:59,506 - wikidata12k_1n - [INFO] - [Evaluating Epoch 84 valid]:
MRR: Tail : 0.49833, Head : 0.32306, Avg : 0.41069
2023-05-08 04:09:59,506 - wikidata12k_1n - [INFO] - [Epoch 84]: Training Loss: 0.00098976, Valid MRR: 0.42187,
2023-05-08 04:10:00,151 - wikidata12k_1n - [INFO] - [E:85| 0]: Train Loss:0.00096606, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:11:02,945 - wikidata12k_1n - [INFO] - [E:85| 100]: Train Loss:0.00098668, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:12:05,662 - wikidata12k_1n - [INFO] - [E:85| 200]: Train Loss:0.00098694, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:13:08,356 - wikidata12k_1n - [INFO] - [E:85| 300]: Train Loss:0.00098761, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:14:11,068 - wikidata12k_1n - [INFO] - [E:85| 400]: Train Loss:0.00098748, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:15:13,809 - wikidata12k_1n - [INFO] - [E:85| 500]: Train Loss:0.00098717, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:16:16,518 - wikidata12k_1n - [INFO] - [E:85| 600]: Train Loss:0.00098684, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:17:19,232 - wikidata12k_1n - [INFO] - [E:85| 700]: Train Loss:0.00098689, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:18:22,050 - wikidata12k_1n - [INFO] - [E:85| 800]: Train Loss:0.0009875, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:19:24,803 - wikidata12k_1n - [INFO] - [E:85| 900]: Train Loss:0.00098751, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:20:27,581 - wikidata12k_1n - [INFO] - [E:85| 1000]: Train Loss:0.00098787, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:21:30,382 - wikidata12k_1n - [INFO] - [E:85| 1100]: Train Loss:0.00098837, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:22:33,228 - wikidata12k_1n - [INFO] - [E:85| 1200]: Train Loss:0.00098884, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:23:36,049 - wikidata12k_1n - [INFO] - [E:85| 1300]: Train Loss:0.00098903, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:24:38,978 - wikidata12k_1n - [INFO] - [E:85| 1400]: Train Loss:0.00098892, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:25:41,916 - wikidata12k_1n - [INFO] - [E:85| 1500]: Train Loss:0.00098903, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:26:44,708 - wikidata12k_1n - [INFO] - [E:85| 1600]: Train Loss:0.00098898, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:27:25,705 - wikidata12k_1n - [INFO] - [Epoch:85]: Training Loss:0.0009889
2023-05-08 04:27:25,920 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 04:27:47,151 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 04:27:59,432 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 04:28:20,825 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 04:28:32,999 - wikidata12k_1n - [INFO] - [Evaluating Epoch 85 valid]:
MRR: Tail : 0.49635, Head : 0.34454, Avg : 0.42044
2023-05-08 04:28:32,999 - wikidata12k_1n - [INFO] - [Epoch 85]: Training Loss: 0.00098889, Valid MRR: 0.42187,
2023-05-08 04:28:33,642 - wikidata12k_1n - [INFO] - [E:86| 0]: Train Loss:0.0010286, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:29:36,450 - wikidata12k_1n - [INFO] - [E:86| 100]: Train Loss:0.00098531, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:30:39,238 - wikidata12k_1n - [INFO] - [E:86| 200]: Train Loss:0.00098431, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:31:42,021 - wikidata12k_1n - [INFO] - [E:86| 300]: Train Loss:0.00098518, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:32:44,820 - wikidata12k_1n - [INFO] - [E:86| 400]: Train Loss:0.0009857, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:33:47,602 - wikidata12k_1n - [INFO] - [E:86| 500]: Train Loss:0.00098602, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:34:50,337 - wikidata12k_1n - [INFO] - [E:86| 600]: Train Loss:0.00098639, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:35:53,223 - wikidata12k_1n - [INFO] - [E:86| 700]: Train Loss:0.00098661, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:36:56,006 - wikidata12k_1n - [INFO] - [E:86| 800]: Train Loss:0.00098653, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:37:58,744 - wikidata12k_1n - [INFO] - [E:86| 900]: Train Loss:0.00098688, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:39:01,476 - wikidata12k_1n - [INFO] - [E:86| 1000]: Train Loss:0.00098713, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:40:04,188 - wikidata12k_1n - [INFO] - [E:86| 1100]: Train Loss:0.0009874, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:41:06,912 - wikidata12k_1n - [INFO] - [E:86| 1200]: Train Loss:0.00098704, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:42:09,639 - wikidata12k_1n - [INFO] - [E:86| 1300]: Train Loss:0.000987, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:43:12,353 - wikidata12k_1n - [INFO] - [E:86| 1400]: Train Loss:0.0009878, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:44:15,164 - wikidata12k_1n - [INFO] - [E:86| 1500]: Train Loss:0.00098809, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:45:17,886 - wikidata12k_1n - [INFO] - [E:86| 1600]: Train Loss:0.00098823, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:45:58,853 - wikidata12k_1n - [INFO] - [Epoch:86]: Training Loss:0.0009884
2023-05-08 04:45:59,067 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 04:46:20,291 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 04:46:32,576 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 04:46:53,958 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 04:47:06,128 - wikidata12k_1n - [INFO] - [Evaluating Epoch 86 valid]:
MRR: Tail : 0.49306, Head : 0.30029, Avg : 0.39668
2023-05-08 04:47:06,128 - wikidata12k_1n - [INFO] - [Epoch 86]: Training Loss: 0.00098839, Valid MRR: 0.42187,
2023-05-08 04:47:06,772 - wikidata12k_1n - [INFO] - [E:87| 0]: Train Loss:0.00097866, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:48:09,517 - wikidata12k_1n - [INFO] - [E:87| 100]: Train Loss:0.00098732, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:49:12,284 - wikidata12k_1n - [INFO] - [E:87| 200]: Train Loss:0.00098449, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:50:15,136 - wikidata12k_1n - [INFO] - [E:87| 300]: Train Loss:0.00098434, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:51:17,943 - wikidata12k_1n - [INFO] - [E:87| 400]: Train Loss:0.00098499, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:52:20,720 - wikidata12k_1n - [INFO] - [E:87| 500]: Train Loss:0.00098473, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:53:23,582 - wikidata12k_1n - [INFO] - [E:87| 600]: Train Loss:0.00098498, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:54:26,353 - wikidata12k_1n - [INFO] - [E:87| 700]: Train Loss:0.00098499, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:55:29,173 - wikidata12k_1n - [INFO] - [E:87| 800]: Train Loss:0.0009857, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:56:31,939 - wikidata12k_1n - [INFO] - [E:87| 900]: Train Loss:0.0009859, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:57:34,724 - wikidata12k_1n - [INFO] - [E:87| 1000]: Train Loss:0.00098643, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:58:37,476 - wikidata12k_1n - [INFO] - [E:87| 1100]: Train Loss:0.0009866, Val MRR:0.42187, wikidata12k_1n
2023-05-08 04:59:40,201 - wikidata12k_1n - [INFO] - [E:87| 1200]: Train Loss:0.00098719, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:00:42,885 - wikidata12k_1n - [INFO] - [E:87| 1300]: Train Loss:0.00098724, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:01:45,692 - wikidata12k_1n - [INFO] - [E:87| 1400]: Train Loss:0.00098722, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:02:48,530 - wikidata12k_1n - [INFO] - [E:87| 1500]: Train Loss:0.00098729, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:03:51,355 - wikidata12k_1n - [INFO] - [E:87| 1600]: Train Loss:0.00098745, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:04:32,402 - wikidata12k_1n - [INFO] - [Epoch:87]: Training Loss:0.0009876
2023-05-08 05:04:32,617 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 05:04:53,848 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 05:05:06,141 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 05:05:27,555 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 05:05:39,734 - wikidata12k_1n - [INFO] - [Evaluating Epoch 87 valid]:
MRR: Tail : 0.50072, Head : 0.28587, Avg : 0.3933
2023-05-08 05:05:39,734 - wikidata12k_1n - [INFO] - [Epoch 87]: Training Loss: 0.00098763, Valid MRR: 0.42187,
2023-05-08 05:05:40,378 - wikidata12k_1n - [INFO] - [E:88| 0]: Train Loss:0.00096192, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:06:43,226 - wikidata12k_1n - [INFO] - [E:88| 100]: Train Loss:0.00098496, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:07:46,050 - wikidata12k_1n - [INFO] - [E:88| 200]: Train Loss:0.00098409, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:08:48,869 - wikidata12k_1n - [INFO] - [E:88| 300]: Train Loss:0.00098396, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:09:51,759 - wikidata12k_1n - [INFO] - [E:88| 400]: Train Loss:0.0009831, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:10:54,635 - wikidata12k_1n - [INFO] - [E:88| 500]: Train Loss:0.00098403, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:11:57,394 - wikidata12k_1n - [INFO] - [E:88| 600]: Train Loss:0.00098421, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:13:00,206 - wikidata12k_1n - [INFO] - [E:88| 700]: Train Loss:0.00098514, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:14:02,993 - wikidata12k_1n - [INFO] - [E:88| 800]: Train Loss:0.00098541, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:15:05,795 - wikidata12k_1n - [INFO] - [E:88| 900]: Train Loss:0.00098549, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:16:08,540 - wikidata12k_1n - [INFO] - [E:88| 1000]: Train Loss:0.0009856, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:17:11,289 - wikidata12k_1n - [INFO] - [E:88| 1100]: Train Loss:0.00098577, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:18:14,081 - wikidata12k_1n - [INFO] - [E:88| 1200]: Train Loss:0.00098597, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:19:16,982 - wikidata12k_1n - [INFO] - [E:88| 1300]: Train Loss:0.00098592, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:20:19,654 - wikidata12k_1n - [INFO] - [E:88| 1400]: Train Loss:0.00098623, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:21:22,456 - wikidata12k_1n - [INFO] - [E:88| 1500]: Train Loss:0.00098634, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:22:25,267 - wikidata12k_1n - [INFO] - [E:88| 1600]: Train Loss:0.00098652, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:23:06,348 - wikidata12k_1n - [INFO] - [Epoch:88]: Training Loss:0.0009867
2023-05-08 05:23:06,563 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 05:23:27,799 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 05:23:40,091 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 05:24:01,489 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 05:24:13,663 - wikidata12k_1n - [INFO] - [Evaluating Epoch 88 valid]:
MRR: Tail : 0.48698, Head : 0.316, Avg : 0.40149
2023-05-08 05:24:13,663 - wikidata12k_1n - [INFO] - [Epoch 88]: Training Loss: 0.00098665, Valid MRR: 0.42187,
2023-05-08 05:24:14,307 - wikidata12k_1n - [INFO] - [E:89| 0]: Train Loss:0.0010284, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:25:17,118 - wikidata12k_1n - [INFO] - [E:89| 100]: Train Loss:0.00098308, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:26:19,934 - wikidata12k_1n - [INFO] - [E:89| 200]: Train Loss:0.00098431, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:27:22,790 - wikidata12k_1n - [INFO] - [E:89| 300]: Train Loss:0.00098567, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:28:25,636 - wikidata12k_1n - [INFO] - [E:89| 400]: Train Loss:0.00098505, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:29:28,437 - wikidata12k_1n - [INFO] - [E:89| 500]: Train Loss:0.00098545, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:30:31,226 - wikidata12k_1n - [INFO] - [E:89| 600]: Train Loss:0.00098605, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:31:34,029 - wikidata12k_1n - [INFO] - [E:89| 700]: Train Loss:0.00098592, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:32:36,819 - wikidata12k_1n - [INFO] - [E:89| 800]: Train Loss:0.00098608, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:33:39,590 - wikidata12k_1n - [INFO] - [E:89| 900]: Train Loss:0.00098619, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:34:42,419 - wikidata12k_1n - [INFO] - [E:89| 1000]: Train Loss:0.00098638, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:35:45,183 - wikidata12k_1n - [INFO] - [E:89| 1100]: Train Loss:0.00098662, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:36:48,077 - wikidata12k_1n - [INFO] - [E:89| 1200]: Train Loss:0.00098642, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:37:50,782 - wikidata12k_1n - [INFO] - [E:89| 1300]: Train Loss:0.00098656, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:38:53,507 - wikidata12k_1n - [INFO] - [E:89| 1400]: Train Loss:0.00098666, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:39:56,236 - wikidata12k_1n - [INFO] - [E:89| 1500]: Train Loss:0.00098645, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:40:58,954 - wikidata12k_1n - [INFO] - [E:89| 1600]: Train Loss:0.00098669, Val MRR:0.42187, wikidata12k_1n
2023-05-08 05:41:39,973 - wikidata12k_1n - [INFO] - [Epoch:89]: Training Loss:0.0009865
2023-05-08 05:41:40,188 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 05:42:01,409 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 05:42:13,712 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 05:42:35,099 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 05:42:47,264 - wikidata12k_1n - [INFO] - [Evaluating Epoch 89 valid]:
MRR: Tail : 0.49895, Head : 0.34796, Avg : 0.42346
MR: Tail : 518.85, Head : 550.21, Avg : 534.53
Hit-1: Tail : 0.40316, Head : 0.24965, Avg : 0.32641
Hit-3: Tail : 0.55023, Head : 0.38712, Avg : 0.46868
Hit-10: Tail : 0.6828, Head : 0.55409, Avg : 0.61844
2023-05-08 05:42:48,231 - wikidata12k_1n - [INFO] - [Epoch 89]: Training Loss: 0.00098647, Valid MRR: 0.42346,
2023-05-08 05:42:48,884 - wikidata12k_1n - [INFO] - [E:90| 0]: Train Loss:0.00097185, Val MRR:0.42346, wikidata12k_1n
2023-05-08 05:43:51,590 - wikidata12k_1n - [INFO] - [E:90| 100]: Train Loss:0.00098445, Val MRR:0.42346, wikidata12k_1n
2023-05-08 05:44:54,432 - wikidata12k_1n - [INFO] - [E:90| 200]: Train Loss:0.0009839, Val MRR:0.42346, wikidata12k_1n
2023-05-08 05:45:57,142 - wikidata12k_1n - [INFO] - [E:90| 300]: Train Loss:0.00098334, Val MRR:0.42346, wikidata12k_1n
2023-05-08 05:46:59,864 - wikidata12k_1n - [INFO] - [E:90| 400]: Train Loss:0.00098357, Val MRR:0.42346, wikidata12k_1n
2023-05-08 05:48:02,559 - wikidata12k_1n - [INFO] - [E:90| 500]: Train Loss:0.00098442, Val MRR:0.42346, wikidata12k_1n
2023-05-08 05:49:05,258 - wikidata12k_1n - [INFO] - [E:90| 600]: Train Loss:0.00098426, Val MRR:0.42346, wikidata12k_1n
2023-05-08 05:50:08,030 - wikidata12k_1n - [INFO] - [E:90| 700]: Train Loss:0.00098387, Val MRR:0.42346, wikidata12k_1n
2023-05-08 05:51:10,780 - wikidata12k_1n - [INFO] - [E:90| 800]: Train Loss:0.00098391, Val MRR:0.42346, wikidata12k_1n
2023-05-08 05:52:13,531 - wikidata12k_1n - [INFO] - [E:90| 900]: Train Loss:0.00098431, Val MRR:0.42346, wikidata12k_1n
2023-05-08 05:53:16,428 - wikidata12k_1n - [INFO] - [E:90| 1000]: Train Loss:0.00098413, Val MRR:0.42346, wikidata12k_1n
2023-05-08 05:54:19,163 - wikidata12k_1n - [INFO] - [E:90| 1100]: Train Loss:0.00098397, Val MRR:0.42346, wikidata12k_1n
2023-05-08 05:55:21,903 - wikidata12k_1n - [INFO] - [E:90| 1200]: Train Loss:0.00098454, Val MRR:0.42346, wikidata12k_1n
2023-05-08 05:56:24,618 - wikidata12k_1n - [INFO] - [E:90| 1300]: Train Loss:0.00098494, Val MRR:0.42346, wikidata12k_1n
2023-05-08 05:57:27,366 - wikidata12k_1n - [INFO] - [E:90| 1400]: Train Loss:0.00098512, Val MRR:0.42346, wikidata12k_1n
2023-05-08 05:58:30,081 - wikidata12k_1n - [INFO] - [E:90| 1500]: Train Loss:0.00098502, Val MRR:0.42346, wikidata12k_1n
2023-05-08 05:59:32,819 - wikidata12k_1n - [INFO] - [E:90| 1600]: Train Loss:0.00098508, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:00:13,812 - wikidata12k_1n - [INFO] - [Epoch:90]: Training Loss:0.0009851
2023-05-08 06:00:14,027 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 06:00:35,243 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 06:00:47,528 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 06:01:08,908 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 06:01:21,072 - wikidata12k_1n - [INFO] - [Evaluating Epoch 90 valid]:
MRR: Tail : 0.49739, Head : 0.33575, Avg : 0.41657
2023-05-08 06:01:21,073 - wikidata12k_1n - [INFO] - [Epoch 90]: Training Loss: 0.00098506, Valid MRR: 0.42346,
2023-05-08 06:01:21,714 - wikidata12k_1n - [INFO] - [E:91| 0]: Train Loss:0.00098488, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:02:24,678 - wikidata12k_1n - [INFO] - [E:91| 100]: Train Loss:0.0009824, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:03:27,466 - wikidata12k_1n - [INFO] - [E:91| 200]: Train Loss:0.00098425, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:04:30,318 - wikidata12k_1n - [INFO] - [E:91| 300]: Train Loss:0.00098283, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:05:33,055 - wikidata12k_1n - [INFO] - [E:91| 400]: Train Loss:0.00098259, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:06:35,867 - wikidata12k_1n - [INFO] - [E:91| 500]: Train Loss:0.00098282, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:07:38,923 - wikidata12k_1n - [INFO] - [E:91| 600]: Train Loss:0.00098325, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:08:41,853 - wikidata12k_1n - [INFO] - [E:91| 700]: Train Loss:0.00098348, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:09:44,734 - wikidata12k_1n - [INFO] - [E:91| 800]: Train Loss:0.00098357, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:10:47,540 - wikidata12k_1n - [INFO] - [E:91| 900]: Train Loss:0.00098352, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:11:50,294 - wikidata12k_1n - [INFO] - [E:91| 1000]: Train Loss:0.00098374, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:12:53,087 - wikidata12k_1n - [INFO] - [E:91| 1100]: Train Loss:0.0009835, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:13:55,921 - wikidata12k_1n - [INFO] - [E:91| 1200]: Train Loss:0.00098348, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:14:58,746 - wikidata12k_1n - [INFO] - [E:91| 1300]: Train Loss:0.00098354, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:16:01,635 - wikidata12k_1n - [INFO] - [E:91| 1400]: Train Loss:0.00098389, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:17:04,444 - wikidata12k_1n - [INFO] - [E:91| 1500]: Train Loss:0.00098389, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:18:07,234 - wikidata12k_1n - [INFO] - [E:91| 1600]: Train Loss:0.00098401, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:18:48,272 - wikidata12k_1n - [INFO] - [Epoch:91]: Training Loss:0.0009841
2023-05-08 06:18:48,488 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 06:19:09,758 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 06:19:22,135 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 06:19:43,566 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 06:19:55,738 - wikidata12k_1n - [INFO] - [Evaluating Epoch 91 valid]:
MRR: Tail : 0.49456, Head : 0.31559, Avg : 0.40508
2023-05-08 06:19:55,738 - wikidata12k_1n - [INFO] - [Epoch 91]: Training Loss: 0.00098408, Valid MRR: 0.42346,
2023-05-08 06:19:56,381 - wikidata12k_1n - [INFO] - [E:92| 0]: Train Loss:0.00096741, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:20:59,195 - wikidata12k_1n - [INFO] - [E:92| 100]: Train Loss:0.00097816, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:22:01,946 - wikidata12k_1n - [INFO] - [E:92| 200]: Train Loss:0.0009813, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:23:04,700 - wikidata12k_1n - [INFO] - [E:92| 300]: Train Loss:0.0009804, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:24:07,420 - wikidata12k_1n - [INFO] - [E:92| 400]: Train Loss:0.00098022, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:25:10,124 - wikidata12k_1n - [INFO] - [E:92| 500]: Train Loss:0.00098182, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:26:12,842 - wikidata12k_1n - [INFO] - [E:92| 600]: Train Loss:0.00098127, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:27:15,550 - wikidata12k_1n - [INFO] - [E:92| 700]: Train Loss:0.00098101, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:28:18,335 - wikidata12k_1n - [INFO] - [E:92| 800]: Train Loss:0.00098149, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:29:21,030 - wikidata12k_1n - [INFO] - [E:92| 900]: Train Loss:0.000982, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:30:23,739 - wikidata12k_1n - [INFO] - [E:92| 1000]: Train Loss:0.00098195, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:31:26,452 - wikidata12k_1n - [INFO] - [E:92| 1100]: Train Loss:0.00098248, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:32:29,145 - wikidata12k_1n - [INFO] - [E:92| 1200]: Train Loss:0.00098241, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:33:31,859 - wikidata12k_1n - [INFO] - [E:92| 1300]: Train Loss:0.00098276, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:34:34,553 - wikidata12k_1n - [INFO] - [E:92| 1400]: Train Loss:0.00098318, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:35:37,258 - wikidata12k_1n - [INFO] - [E:92| 1500]: Train Loss:0.00098331, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:36:40,113 - wikidata12k_1n - [INFO] - [E:92| 1600]: Train Loss:0.0009833, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:37:21,180 - wikidata12k_1n - [INFO] - [Epoch:92]: Training Loss:0.0009835
2023-05-08 06:37:21,399 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 06:37:42,640 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 06:37:54,945 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 06:38:16,394 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 06:38:28,561 - wikidata12k_1n - [INFO] - [Evaluating Epoch 92 valid]:
MRR: Tail : 0.49716, Head : 0.29462, Avg : 0.39589
2023-05-08 06:38:28,562 - wikidata12k_1n - [INFO] - [Epoch 92]: Training Loss: 0.00098345, Valid MRR: 0.42346,
2023-05-08 06:38:29,213 - wikidata12k_1n - [INFO] - [E:93| 0]: Train Loss:0.00099525, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:39:32,154 - wikidata12k_1n - [INFO] - [E:93| 100]: Train Loss:0.00097969, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:40:35,041 - wikidata12k_1n - [INFO] - [E:93| 200]: Train Loss:0.000978, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:41:37,885 - wikidata12k_1n - [INFO] - [E:93| 300]: Train Loss:0.00097845, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:42:40,701 - wikidata12k_1n - [INFO] - [E:93| 400]: Train Loss:0.00097859, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:43:43,500 - wikidata12k_1n - [INFO] - [E:93| 500]: Train Loss:0.00097914, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:44:46,273 - wikidata12k_1n - [INFO] - [E:93| 600]: Train Loss:0.0009799, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:45:49,148 - wikidata12k_1n - [INFO] - [E:93| 700]: Train Loss:0.0009808, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:46:51,928 - wikidata12k_1n - [INFO] - [E:93| 800]: Train Loss:0.00098105, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:47:54,657 - wikidata12k_1n - [INFO] - [E:93| 900]: Train Loss:0.00098176, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:48:57,385 - wikidata12k_1n - [INFO] - [E:93| 1000]: Train Loss:0.00098186, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:50:00,100 - wikidata12k_1n - [INFO] - [E:93| 1100]: Train Loss:0.00098194, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:51:02,806 - wikidata12k_1n - [INFO] - [E:93| 1200]: Train Loss:0.00098183, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:52:05,533 - wikidata12k_1n - [INFO] - [E:93| 1300]: Train Loss:0.00098215, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:53:08,294 - wikidata12k_1n - [INFO] - [E:93| 1400]: Train Loss:0.00098238, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:54:11,084 - wikidata12k_1n - [INFO] - [E:93| 1500]: Train Loss:0.00098257, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:55:13,862 - wikidata12k_1n - [INFO] - [E:93| 1600]: Train Loss:0.00098268, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:55:54,922 - wikidata12k_1n - [INFO] - [Epoch:93]: Training Loss:0.0009831
2023-05-08 06:55:55,137 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 06:56:16,384 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 06:56:28,681 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 06:56:50,095 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 06:57:02,270 - wikidata12k_1n - [INFO] - [Evaluating Epoch 93 valid]:
MRR: Tail : 0.49276, Head : 0.33203, Avg : 0.4124
2023-05-08 06:57:02,270 - wikidata12k_1n - [INFO] - [Epoch 93]: Training Loss: 0.00098306, Valid MRR: 0.42346,
2023-05-08 06:57:02,915 - wikidata12k_1n - [INFO] - [E:94| 0]: Train Loss:0.00097119, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:58:05,756 - wikidata12k_1n - [INFO] - [E:94| 100]: Train Loss:0.00098009, Val MRR:0.42346, wikidata12k_1n
2023-05-08 06:59:08,596 - wikidata12k_1n - [INFO] - [E:94| 200]: Train Loss:0.00098142, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:00:11,430 - wikidata12k_1n - [INFO] - [E:94| 300]: Train Loss:0.00098033, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:01:14,162 - wikidata12k_1n - [INFO] - [E:94| 400]: Train Loss:0.00097981, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:02:16,856 - wikidata12k_1n - [INFO] - [E:94| 500]: Train Loss:0.00098029, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:03:19,631 - wikidata12k_1n - [INFO] - [E:94| 600]: Train Loss:0.00098106, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:04:22,359 - wikidata12k_1n - [INFO] - [E:94| 700]: Train Loss:0.0009805, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:05:25,102 - wikidata12k_1n - [INFO] - [E:94| 800]: Train Loss:0.00098032, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:06:27,831 - wikidata12k_1n - [INFO] - [E:94| 900]: Train Loss:0.00098045, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:07:30,538 - wikidata12k_1n - [INFO] - [E:94| 1000]: Train Loss:0.00098104, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:08:33,266 - wikidata12k_1n - [INFO] - [E:94| 1100]: Train Loss:0.00098134, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:09:36,007 - wikidata12k_1n - [INFO] - [E:94| 1200]: Train Loss:0.00098144, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:10:38,791 - wikidata12k_1n - [INFO] - [E:94| 1300]: Train Loss:0.00098146, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:11:41,624 - wikidata12k_1n - [INFO] - [E:94| 1400]: Train Loss:0.00098133, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:12:44,380 - wikidata12k_1n - [INFO] - [E:94| 1500]: Train Loss:0.0009816, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:13:47,156 - wikidata12k_1n - [INFO] - [E:94| 1600]: Train Loss:0.00098188, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:14:28,170 - wikidata12k_1n - [INFO] - [Epoch:94]: Training Loss:0.000982
2023-05-08 07:14:28,385 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 07:14:49,602 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 07:15:01,904 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 07:15:23,290 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 07:15:35,460 - wikidata12k_1n - [INFO] - [Evaluating Epoch 94 valid]:
MRR: Tail : 0.49312, Head : 0.30265, Avg : 0.39788
2023-05-08 07:15:35,460 - wikidata12k_1n - [INFO] - [Epoch 94]: Training Loss: 0.000982, Valid MRR: 0.42346,
2023-05-08 07:15:36,103 - wikidata12k_1n - [INFO] - [E:95| 0]: Train Loss:0.00099331, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:16:38,818 - wikidata12k_1n - [INFO] - [E:95| 100]: Train Loss:0.00097611, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:17:41,575 - wikidata12k_1n - [INFO] - [E:95| 200]: Train Loss:0.00097819, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:18:44,302 - wikidata12k_1n - [INFO] - [E:95| 300]: Train Loss:0.00097805, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:19:47,054 - wikidata12k_1n - [INFO] - [E:95| 400]: Train Loss:0.00097698, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:20:49,830 - wikidata12k_1n - [INFO] - [E:95| 500]: Train Loss:0.00097791, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:21:52,636 - wikidata12k_1n - [INFO] - [E:95| 600]: Train Loss:0.00097835, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:22:55,404 - wikidata12k_1n - [INFO] - [E:95| 700]: Train Loss:0.0009784, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:23:58,173 - wikidata12k_1n - [INFO] - [E:95| 800]: Train Loss:0.00097887, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:25:00,955 - wikidata12k_1n - [INFO] - [E:95| 900]: Train Loss:0.00097906, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:26:03,746 - wikidata12k_1n - [INFO] - [E:95| 1000]: Train Loss:0.00097957, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:27:06,534 - wikidata12k_1n - [INFO] - [E:95| 1100]: Train Loss:0.00098065, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:28:09,330 - wikidata12k_1n - [INFO] - [E:95| 1200]: Train Loss:0.00098092, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:29:12,116 - wikidata12k_1n - [INFO] - [E:95| 1300]: Train Loss:0.00098061, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:30:14,811 - wikidata12k_1n - [INFO] - [E:95| 1400]: Train Loss:0.00098092, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:31:17,660 - wikidata12k_1n - [INFO] - [E:95| 1500]: Train Loss:0.00098088, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:32:20,441 - wikidata12k_1n - [INFO] - [E:95| 1600]: Train Loss:0.00098128, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:33:01,497 - wikidata12k_1n - [INFO] - [Epoch:95]: Training Loss:0.0009814
2023-05-08 07:33:01,713 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 07:33:22,938 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 07:33:35,227 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 07:33:56,618 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 07:34:08,801 - wikidata12k_1n - [INFO] - [Evaluating Epoch 95 valid]:
MRR: Tail : 0.4924, Head : 0.30634, Avg : 0.39937
2023-05-08 07:34:08,801 - wikidata12k_1n - [INFO] - [Epoch 95]: Training Loss: 0.00098142, Valid MRR: 0.42346,
2023-05-08 07:34:09,444 - wikidata12k_1n - [INFO] - [E:96| 0]: Train Loss:0.00098143, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:35:12,226 - wikidata12k_1n - [INFO] - [E:96| 100]: Train Loss:0.00097989, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:36:15,006 - wikidata12k_1n - [INFO] - [E:96| 200]: Train Loss:0.00097768, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:37:17,873 - wikidata12k_1n - [INFO] - [E:96| 300]: Train Loss:0.00097695, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:38:20,641 - wikidata12k_1n - [INFO] - [E:96| 400]: Train Loss:0.00097861, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:39:23,400 - wikidata12k_1n - [INFO] - [E:96| 500]: Train Loss:0.00097794, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:40:26,179 - wikidata12k_1n - [INFO] - [E:96| 600]: Train Loss:0.00097911, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:41:29,012 - wikidata12k_1n - [INFO] - [E:96| 700]: Train Loss:0.00097926, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:42:31,875 - wikidata12k_1n - [INFO] - [E:96| 800]: Train Loss:0.00097936, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:43:34,710 - wikidata12k_1n - [INFO] - [E:96| 900]: Train Loss:0.00097966, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:44:37,679 - wikidata12k_1n - [INFO] - [E:96| 1000]: Train Loss:0.00097942, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:45:40,426 - wikidata12k_1n - [INFO] - [E:96| 1100]: Train Loss:0.0009798, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:46:43,369 - wikidata12k_1n - [INFO] - [E:96| 1200]: Train Loss:0.00097975, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:47:46,212 - wikidata12k_1n - [INFO] - [E:96| 1300]: Train Loss:0.00097996, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:48:48,982 - wikidata12k_1n - [INFO] - [E:96| 1400]: Train Loss:0.00097998, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:49:51,691 - wikidata12k_1n - [INFO] - [E:96| 1500]: Train Loss:0.00098009, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:50:54,425 - wikidata12k_1n - [INFO] - [E:96| 1600]: Train Loss:0.00098016, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:51:35,388 - wikidata12k_1n - [INFO] - [Epoch:96]: Training Loss:0.0009803
2023-05-08 07:51:35,602 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 07:51:56,832 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 07:52:09,124 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 07:52:30,512 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 07:52:42,680 - wikidata12k_1n - [INFO] - [Evaluating Epoch 96 valid]:
MRR: Tail : 0.49958, Head : 0.30036, Avg : 0.39997
2023-05-08 07:52:42,680 - wikidata12k_1n - [INFO] - [Epoch 96]: Training Loss: 0.00098034, Valid MRR: 0.42346,
2023-05-08 07:52:43,320 - wikidata12k_1n - [INFO] - [E:97| 0]: Train Loss:0.0010021, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:53:46,188 - wikidata12k_1n - [INFO] - [E:97| 100]: Train Loss:0.00097486, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:54:49,046 - wikidata12k_1n - [INFO] - [E:97| 200]: Train Loss:0.00097683, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:55:51,905 - wikidata12k_1n - [INFO] - [E:97| 300]: Train Loss:0.00097792, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:56:54,767 - wikidata12k_1n - [INFO] - [E:97| 400]: Train Loss:0.00097773, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:57:57,593 - wikidata12k_1n - [INFO] - [E:97| 500]: Train Loss:0.00097786, Val MRR:0.42346, wikidata12k_1n
2023-05-08 07:59:00,432 - wikidata12k_1n - [INFO] - [E:97| 600]: Train Loss:0.00097783, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:00:03,268 - wikidata12k_1n - [INFO] - [E:97| 700]: Train Loss:0.00097774, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:01:06,120 - wikidata12k_1n - [INFO] - [E:97| 800]: Train Loss:0.0009781, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:02:08,948 - wikidata12k_1n - [INFO] - [E:97| 900]: Train Loss:0.00097803, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:03:11,876 - wikidata12k_1n - [INFO] - [E:97| 1000]: Train Loss:0.00097806, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:04:14,728 - wikidata12k_1n - [INFO] - [E:97| 1100]: Train Loss:0.00097782, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:05:17,526 - wikidata12k_1n - [INFO] - [E:97| 1200]: Train Loss:0.00097839, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:06:20,305 - wikidata12k_1n - [INFO] - [E:97| 1300]: Train Loss:0.00097847, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:07:23,120 - wikidata12k_1n - [INFO] - [E:97| 1400]: Train Loss:0.00097882, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:08:25,853 - wikidata12k_1n - [INFO] - [E:97| 1500]: Train Loss:0.00097912, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:09:28,603 - wikidata12k_1n - [INFO] - [E:97| 1600]: Train Loss:0.00097955, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:10:09,609 - wikidata12k_1n - [INFO] - [Epoch:97]: Training Loss:0.0009797
2023-05-08 08:10:09,825 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 08:10:31,055 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 08:10:43,350 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 08:11:04,754 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 08:11:16,917 - wikidata12k_1n - [INFO] - [Evaluating Epoch 97 valid]:
MRR: Tail : 0.48923, Head : 0.34274, Avg : 0.41598
2023-05-08 08:11:16,917 - wikidata12k_1n - [INFO] - [Epoch 97]: Training Loss: 0.0009797, Valid MRR: 0.42346,
2023-05-08 08:11:17,561 - wikidata12k_1n - [INFO] - [E:98| 0]: Train Loss:0.00098626, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:12:20,535 - wikidata12k_1n - [INFO] - [E:98| 100]: Train Loss:0.00097282, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:13:23,438 - wikidata12k_1n - [INFO] - [E:98| 200]: Train Loss:0.00097558, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:14:26,340 - wikidata12k_1n - [INFO] - [E:98| 300]: Train Loss:0.00097557, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:15:29,217 - wikidata12k_1n - [INFO] - [E:98| 400]: Train Loss:0.00097593, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:16:32,109 - wikidata12k_1n - [INFO] - [E:98| 500]: Train Loss:0.00097677, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:17:35,020 - wikidata12k_1n - [INFO] - [E:98| 600]: Train Loss:0.00097683, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:18:37,869 - wikidata12k_1n - [INFO] - [E:98| 700]: Train Loss:0.00097669, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:19:40,751 - wikidata12k_1n - [INFO] - [E:98| 800]: Train Loss:0.00097698, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:20:43,794 - wikidata12k_1n - [INFO] - [E:98| 900]: Train Loss:0.00097733, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:21:46,640 - wikidata12k_1n - [INFO] - [E:98| 1000]: Train Loss:0.00097772, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:22:49,472 - wikidata12k_1n - [INFO] - [E:98| 1100]: Train Loss:0.00097764, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:23:52,296 - wikidata12k_1n - [INFO] - [E:98| 1200]: Train Loss:0.00097822, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:24:55,149 - wikidata12k_1n - [INFO] - [E:98| 1300]: Train Loss:0.00097854, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:25:57,982 - wikidata12k_1n - [INFO] - [E:98| 1400]: Train Loss:0.00097884, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:27:00,807 - wikidata12k_1n - [INFO] - [E:98| 1500]: Train Loss:0.00097863, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:28:03,642 - wikidata12k_1n - [INFO] - [E:98| 1600]: Train Loss:0.00097884, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:28:44,647 - wikidata12k_1n - [INFO] - [Epoch:98]: Training Loss:0.0009789
2023-05-08 08:28:44,862 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 08:29:06,120 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 08:29:18,463 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 08:29:39,884 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 08:29:52,050 - wikidata12k_1n - [INFO] - [Evaluating Epoch 98 valid]:
MRR: Tail : 0.49623, Head : 0.29068, Avg : 0.39346
2023-05-08 08:29:52,050 - wikidata12k_1n - [INFO] - [Epoch 98]: Training Loss: 0.00097889, Valid MRR: 0.42346,
2023-05-08 08:29:52,691 - wikidata12k_1n - [INFO] - [E:99| 0]: Train Loss:0.00097209, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:30:55,470 - wikidata12k_1n - [INFO] - [E:99| 100]: Train Loss:0.00098269, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:31:58,243 - wikidata12k_1n - [INFO] - [E:99| 200]: Train Loss:0.00097806, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:33:01,030 - wikidata12k_1n - [INFO] - [E:99| 300]: Train Loss:0.0009783, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:34:03,778 - wikidata12k_1n - [INFO] - [E:99| 400]: Train Loss:0.00097868, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:35:06,531 - wikidata12k_1n - [INFO] - [E:99| 500]: Train Loss:0.00097761, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:36:09,283 - wikidata12k_1n - [INFO] - [E:99| 600]: Train Loss:0.00097818, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:37:12,089 - wikidata12k_1n - [INFO] - [E:99| 700]: Train Loss:0.0009781, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:38:15,057 - wikidata12k_1n - [INFO] - [E:99| 800]: Train Loss:0.00097847, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:39:17,828 - wikidata12k_1n - [INFO] - [E:99| 900]: Train Loss:0.00097888, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:40:20,704 - wikidata12k_1n - [INFO] - [E:99| 1000]: Train Loss:0.00097923, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:41:23,601 - wikidata12k_1n - [INFO] - [E:99| 1100]: Train Loss:0.00097902, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:42:26,489 - wikidata12k_1n - [INFO] - [E:99| 1200]: Train Loss:0.00097923, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:43:29,352 - wikidata12k_1n - [INFO] - [E:99| 1300]: Train Loss:0.00097922, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:44:32,195 - wikidata12k_1n - [INFO] - [E:99| 1400]: Train Loss:0.00097895, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:45:35,019 - wikidata12k_1n - [INFO] - [E:99| 1500]: Train Loss:0.00097896, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:46:37,933 - wikidata12k_1n - [INFO] - [E:99| 1600]: Train Loss:0.00097901, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:47:19,069 - wikidata12k_1n - [INFO] - [Epoch:99]: Training Loss:0.0009789
2023-05-08 08:47:19,285 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 08:47:40,531 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 08:47:52,843 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 08:48:14,271 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 08:48:26,452 - wikidata12k_1n - [INFO] - [Evaluating Epoch 99 valid]:
MRR: Tail : 0.50416, Head : 0.29836, Avg : 0.40126
MR: Tail : 551.45, Head : 588.6, Avg : 570.03
Hit-1: Tail : 0.41286, Head : 0.1874, Avg : 0.30013
Hit-3: Tail : 0.55463, Head : 0.33962, Avg : 0.44712
Hit-10: Tail : 0.67701, Head : 0.54696, Avg : 0.61199
2023-05-08 08:48:26,452 - wikidata12k_1n - [INFO] - [Epoch 99]: Training Loss: 0.0009789, Valid MRR: 0.42346,
2023-05-08 08:48:27,096 - wikidata12k_1n - [INFO] - [E:100| 0]: Train Loss:0.00098344, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:49:29,998 - wikidata12k_1n - [INFO] - [E:100| 100]: Train Loss:0.00097964, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:50:32,910 - wikidata12k_1n - [INFO] - [E:100| 200]: Train Loss:0.00097877, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:51:35,773 - wikidata12k_1n - [INFO] - [E:100| 300]: Train Loss:0.00097823, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:52:38,668 - wikidata12k_1n - [INFO] - [E:100| 400]: Train Loss:0.0009784, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:53:41,555 - wikidata12k_1n - [INFO] - [E:100| 500]: Train Loss:0.00097772, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:54:44,439 - wikidata12k_1n - [INFO] - [E:100| 600]: Train Loss:0.00097793, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:55:47,351 - wikidata12k_1n - [INFO] - [E:100| 700]: Train Loss:0.00097797, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:56:50,174 - wikidata12k_1n - [INFO] - [E:100| 800]: Train Loss:0.00097774, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:57:53,050 - wikidata12k_1n - [INFO] - [E:100| 900]: Train Loss:0.00097726, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:58:55,893 - wikidata12k_1n - [INFO] - [E:100| 1000]: Train Loss:0.00097729, Val MRR:0.42346, wikidata12k_1n
2023-05-08 08:59:58,707 - wikidata12k_1n - [INFO] - [E:100| 1100]: Train Loss:0.00097801, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:01:01,532 - wikidata12k_1n - [INFO] - [E:100| 1200]: Train Loss:0.00097781, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:02:04,365 - wikidata12k_1n - [INFO] - [E:100| 1300]: Train Loss:0.00097805, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:03:07,152 - wikidata12k_1n - [INFO] - [E:100| 1400]: Train Loss:0.00097788, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:04:10,091 - wikidata12k_1n - [INFO] - [E:100| 1500]: Train Loss:0.00097776, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:05:13,001 - wikidata12k_1n - [INFO] - [E:100| 1600]: Train Loss:0.00097773, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:05:54,121 - wikidata12k_1n - [INFO] - [Epoch:100]: Training Loss:0.0009777
2023-05-08 09:05:54,336 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 09:06:15,589 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 09:06:27,887 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 09:06:49,306 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 09:07:01,498 - wikidata12k_1n - [INFO] - [Evaluating Epoch 100 valid]:
MRR: Tail : 0.50035, Head : 0.30273, Avg : 0.40154
2023-05-08 09:07:01,498 - wikidata12k_1n - [INFO] - [Epoch 100]: Training Loss: 0.00097774, Valid MRR: 0.42346,
2023-05-08 09:07:02,144 - wikidata12k_1n - [INFO] - [E:101| 0]: Train Loss:0.00097466, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:08:05,037 - wikidata12k_1n - [INFO] - [E:101| 100]: Train Loss:0.00097654, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:09:07,899 - wikidata12k_1n - [INFO] - [E:101| 200]: Train Loss:0.00097606, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:10:10,743 - wikidata12k_1n - [INFO] - [E:101| 300]: Train Loss:0.00097608, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:11:13,555 - wikidata12k_1n - [INFO] - [E:101| 400]: Train Loss:0.00097544, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:12:16,361 - wikidata12k_1n - [INFO] - [E:101| 500]: Train Loss:0.00097531, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:13:19,183 - wikidata12k_1n - [INFO] - [E:101| 600]: Train Loss:0.00097601, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:14:21,967 - wikidata12k_1n - [INFO] - [E:101| 700]: Train Loss:0.00097563, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:15:24,727 - wikidata12k_1n - [INFO] - [E:101| 800]: Train Loss:0.00097546, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:16:27,515 - wikidata12k_1n - [INFO] - [E:101| 900]: Train Loss:0.00097509, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:17:30,252 - wikidata12k_1n - [INFO] - [E:101| 1000]: Train Loss:0.00097524, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:18:33,000 - wikidata12k_1n - [INFO] - [E:101| 1100]: Train Loss:0.00097578, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:19:35,769 - wikidata12k_1n - [INFO] - [E:101| 1200]: Train Loss:0.00097607, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:20:38,525 - wikidata12k_1n - [INFO] - [E:101| 1300]: Train Loss:0.0009762, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:21:41,274 - wikidata12k_1n - [INFO] - [E:101| 1400]: Train Loss:0.00097648, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:22:43,970 - wikidata12k_1n - [INFO] - [E:101| 1500]: Train Loss:0.00097637, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:23:46,669 - wikidata12k_1n - [INFO] - [E:101| 1600]: Train Loss:0.00097663, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:24:27,617 - wikidata12k_1n - [INFO] - [Epoch:101]: Training Loss:0.0009765
2023-05-08 09:24:27,833 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 09:24:49,041 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 09:25:01,326 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 09:25:22,689 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 09:25:34,842 - wikidata12k_1n - [INFO] - [Evaluating Epoch 101 valid]:
MRR: Tail : 0.49708, Head : 0.32285, Avg : 0.40996
2023-05-08 09:25:34,842 - wikidata12k_1n - [INFO] - [Epoch 101]: Training Loss: 0.00097653, Valid MRR: 0.42346,
2023-05-08 09:25:35,484 - wikidata12k_1n - [INFO] - [E:102| 0]: Train Loss:0.0010023, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:26:38,169 - wikidata12k_1n - [INFO] - [E:102| 100]: Train Loss:0.00097897, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:27:40,864 - wikidata12k_1n - [INFO] - [E:102| 200]: Train Loss:0.00097663, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:28:43,545 - wikidata12k_1n - [INFO] - [E:102| 300]: Train Loss:0.00097736, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:29:46,289 - wikidata12k_1n - [INFO] - [E:102| 400]: Train Loss:0.00097684, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:30:49,122 - wikidata12k_1n - [INFO] - [E:102| 500]: Train Loss:0.00097658, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:31:51,935 - wikidata12k_1n - [INFO] - [E:102| 600]: Train Loss:0.00097665, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:32:54,778 - wikidata12k_1n - [INFO] - [E:102| 700]: Train Loss:0.00097572, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:33:57,587 - wikidata12k_1n - [INFO] - [E:102| 800]: Train Loss:0.0009756, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:35:00,391 - wikidata12k_1n - [INFO] - [E:102| 900]: Train Loss:0.00097563, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:36:03,204 - wikidata12k_1n - [INFO] - [E:102| 1000]: Train Loss:0.00097623, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:37:05,949 - wikidata12k_1n - [INFO] - [E:102| 1100]: Train Loss:0.00097629, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:38:08,726 - wikidata12k_1n - [INFO] - [E:102| 1200]: Train Loss:0.0009765, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:39:11,588 - wikidata12k_1n - [INFO] - [E:102| 1300]: Train Loss:0.00097659, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:40:14,375 - wikidata12k_1n - [INFO] - [E:102| 1400]: Train Loss:0.00097657, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:41:17,188 - wikidata12k_1n - [INFO] - [E:102| 1500]: Train Loss:0.00097626, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:42:20,007 - wikidata12k_1n - [INFO] - [E:102| 1600]: Train Loss:0.00097622, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:43:01,052 - wikidata12k_1n - [INFO] - [Epoch:102]: Training Loss:0.0009761
2023-05-08 09:43:01,267 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 09:43:22,492 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 09:43:34,789 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 09:43:56,200 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 09:44:08,369 - wikidata12k_1n - [INFO] - [Evaluating Epoch 102 valid]:
MRR: Tail : 0.49212, Head : 0.29787, Avg : 0.395
2023-05-08 09:44:08,369 - wikidata12k_1n - [INFO] - [Epoch 102]: Training Loss: 0.00097611, Valid MRR: 0.42346,
2023-05-08 09:44:09,012 - wikidata12k_1n - [INFO] - [E:103| 0]: Train Loss:0.00094515, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:45:11,810 - wikidata12k_1n - [INFO] - [E:103| 100]: Train Loss:0.00097326, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:46:14,621 - wikidata12k_1n - [INFO] - [E:103| 200]: Train Loss:0.0009744, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:47:17,527 - wikidata12k_1n - [INFO] - [E:103| 300]: Train Loss:0.00097382, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:48:20,241 - wikidata12k_1n - [INFO] - [E:103| 400]: Train Loss:0.00097381, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:49:22,936 - wikidata12k_1n - [INFO] - [E:103| 500]: Train Loss:0.00097356, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:50:25,627 - wikidata12k_1n - [INFO] - [E:103| 600]: Train Loss:0.00097381, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:51:28,345 - wikidata12k_1n - [INFO] - [E:103| 700]: Train Loss:0.00097348, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:52:31,070 - wikidata12k_1n - [INFO] - [E:103| 800]: Train Loss:0.00097336, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:53:33,775 - wikidata12k_1n - [INFO] - [E:103| 900]: Train Loss:0.00097389, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:54:36,497 - wikidata12k_1n - [INFO] - [E:103| 1000]: Train Loss:0.00097398, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:55:39,256 - wikidata12k_1n - [INFO] - [E:103| 1100]: Train Loss:0.00097424, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:56:41,969 - wikidata12k_1n - [INFO] - [E:103| 1200]: Train Loss:0.0009746, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:57:44,672 - wikidata12k_1n - [INFO] - [E:103| 1300]: Train Loss:0.00097508, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:58:47,362 - wikidata12k_1n - [INFO] - [E:103| 1400]: Train Loss:0.00097511, Val MRR:0.42346, wikidata12k_1n
2023-05-08 09:59:50,083 - wikidata12k_1n - [INFO] - [E:103| 1500]: Train Loss:0.00097489, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:00:52,786 - wikidata12k_1n - [INFO] - [E:103| 1600]: Train Loss:0.00097493, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:01:33,730 - wikidata12k_1n - [INFO] - [Epoch:103]: Training Loss:0.000975
2023-05-08 10:01:33,944 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 10:01:55,157 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 10:02:07,428 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 10:02:28,808 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 10:02:40,960 - wikidata12k_1n - [INFO] - [Evaluating Epoch 103 valid]:
MRR: Tail : 0.49401, Head : 0.28425, Avg : 0.38913
2023-05-08 10:02:40,960 - wikidata12k_1n - [INFO] - [Epoch 103]: Training Loss: 0.00097498, Valid MRR: 0.42346,
2023-05-08 10:02:41,600 - wikidata12k_1n - [INFO] - [E:104| 0]: Train Loss:0.00096483, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:03:44,328 - wikidata12k_1n - [INFO] - [E:104| 100]: Train Loss:0.0009697, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:04:47,070 - wikidata12k_1n - [INFO] - [E:104| 200]: Train Loss:0.00097223, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:05:49,776 - wikidata12k_1n - [INFO] - [E:104| 300]: Train Loss:0.00097391, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:06:52,441 - wikidata12k_1n - [INFO] - [E:104| 400]: Train Loss:0.00097418, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:07:55,143 - wikidata12k_1n - [INFO] - [E:104| 500]: Train Loss:0.00097481, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:08:57,862 - wikidata12k_1n - [INFO] - [E:104| 600]: Train Loss:0.00097499, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:10:00,663 - wikidata12k_1n - [INFO] - [E:104| 700]: Train Loss:0.00097485, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:11:03,513 - wikidata12k_1n - [INFO] - [E:104| 800]: Train Loss:0.00097451, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:12:06,286 - wikidata12k_1n - [INFO] - [E:104| 900]: Train Loss:0.00097446, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:13:09,058 - wikidata12k_1n - [INFO] - [E:104| 1000]: Train Loss:0.00097468, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:14:11,816 - wikidata12k_1n - [INFO] - [E:104| 1100]: Train Loss:0.00097474, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:15:14,512 - wikidata12k_1n - [INFO] - [E:104| 1200]: Train Loss:0.0009746, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:16:17,220 - wikidata12k_1n - [INFO] - [E:104| 1300]: Train Loss:0.00097469, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:17:19,921 - wikidata12k_1n - [INFO] - [E:104| 1400]: Train Loss:0.00097497, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:18:22,642 - wikidata12k_1n - [INFO] - [E:104| 1500]: Train Loss:0.00097506, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:19:25,408 - wikidata12k_1n - [INFO] - [E:104| 1600]: Train Loss:0.00097504, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:20:06,428 - wikidata12k_1n - [INFO] - [Epoch:104]: Training Loss:0.0009749
2023-05-08 10:20:06,642 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 10:20:27,861 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 10:20:40,150 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 10:21:01,547 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 10:21:13,705 - wikidata12k_1n - [INFO] - [Evaluating Epoch 104 valid]:
MRR: Tail : 0.49494, Head : 0.29429, Avg : 0.39461
2023-05-08 10:21:13,705 - wikidata12k_1n - [INFO] - [Epoch 104]: Training Loss: 0.00097489, Valid MRR: 0.42346,
2023-05-08 10:21:14,346 - wikidata12k_1n - [INFO] - [E:105| 0]: Train Loss:0.00096601, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:22:17,204 - wikidata12k_1n - [INFO] - [E:105| 100]: Train Loss:0.00097418, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:23:19,984 - wikidata12k_1n - [INFO] - [E:105| 200]: Train Loss:0.00097413, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:24:22,740 - wikidata12k_1n - [INFO] - [E:105| 300]: Train Loss:0.00097495, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:25:25,422 - wikidata12k_1n - [INFO] - [E:105| 400]: Train Loss:0.00097463, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:26:28,124 - wikidata12k_1n - [INFO] - [E:105| 500]: Train Loss:0.00097386, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:27:30,775 - wikidata12k_1n - [INFO] - [E:105| 600]: Train Loss:0.00097431, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:28:33,445 - wikidata12k_1n - [INFO] - [E:105| 700]: Train Loss:0.00097405, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:29:36,120 - wikidata12k_1n - [INFO] - [E:105| 800]: Train Loss:0.00097413, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:30:38,868 - wikidata12k_1n - [INFO] - [E:105| 900]: Train Loss:0.00097419, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:31:41,561 - wikidata12k_1n - [INFO] - [E:105| 1000]: Train Loss:0.00097394, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:32:44,304 - wikidata12k_1n - [INFO] - [E:105| 1100]: Train Loss:0.00097368, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:33:47,038 - wikidata12k_1n - [INFO] - [E:105| 1200]: Train Loss:0.0009738, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:34:49,808 - wikidata12k_1n - [INFO] - [E:105| 1300]: Train Loss:0.00097396, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:35:52,595 - wikidata12k_1n - [INFO] - [E:105| 1400]: Train Loss:0.00097357, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:36:55,395 - wikidata12k_1n - [INFO] - [E:105| 1500]: Train Loss:0.00097379, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:37:58,160 - wikidata12k_1n - [INFO] - [E:105| 1600]: Train Loss:0.00097396, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:38:39,182 - wikidata12k_1n - [INFO] - [Epoch:105]: Training Loss:0.0009739
2023-05-08 10:38:39,396 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 10:39:00,695 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 10:39:12,976 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 10:39:34,350 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 10:39:46,513 - wikidata12k_1n - [INFO] - [Evaluating Epoch 105 valid]:
MRR: Tail : 0.49019, Head : 0.32205, Avg : 0.40612
2023-05-08 10:39:46,514 - wikidata12k_1n - [INFO] - [Epoch 105]: Training Loss: 0.00097395, Valid MRR: 0.42346,
2023-05-08 10:39:47,161 - wikidata12k_1n - [INFO] - [E:106| 0]: Train Loss:0.00094121, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:40:49,884 - wikidata12k_1n - [INFO] - [E:106| 100]: Train Loss:0.0009696, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:41:52,830 - wikidata12k_1n - [INFO] - [E:106| 200]: Train Loss:0.00097176, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:42:55,852 - wikidata12k_1n - [INFO] - [E:106| 300]: Train Loss:0.0009719, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:43:58,602 - wikidata12k_1n - [INFO] - [E:106| 400]: Train Loss:0.00097275, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:45:01,553 - wikidata12k_1n - [INFO] - [E:106| 500]: Train Loss:0.00097273, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:46:04,570 - wikidata12k_1n - [INFO] - [E:106| 600]: Train Loss:0.00097249, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:47:07,370 - wikidata12k_1n - [INFO] - [E:106| 700]: Train Loss:0.0009734, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:48:10,207 - wikidata12k_1n - [INFO] - [E:106| 800]: Train Loss:0.00097386, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:49:12,902 - wikidata12k_1n - [INFO] - [E:106| 900]: Train Loss:0.000974, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:50:15,603 - wikidata12k_1n - [INFO] - [E:106| 1000]: Train Loss:0.00097399, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:51:18,333 - wikidata12k_1n - [INFO] - [E:106| 1100]: Train Loss:0.00097384, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:52:21,126 - wikidata12k_1n - [INFO] - [E:106| 1200]: Train Loss:0.00097387, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:53:23,853 - wikidata12k_1n - [INFO] - [E:106| 1300]: Train Loss:0.00097401, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:54:26,523 - wikidata12k_1n - [INFO] - [E:106| 1400]: Train Loss:0.00097426, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:55:29,168 - wikidata12k_1n - [INFO] - [E:106| 1500]: Train Loss:0.00097406, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:56:31,915 - wikidata12k_1n - [INFO] - [E:106| 1600]: Train Loss:0.00097402, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:57:12,883 - wikidata12k_1n - [INFO] - [Epoch:106]: Training Loss:0.0009739
2023-05-08 10:57:13,097 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 10:57:34,299 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 10:57:46,586 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 10:58:07,953 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 10:58:20,108 - wikidata12k_1n - [INFO] - [Evaluating Epoch 106 valid]:
MRR: Tail : 0.49823, Head : 0.29954, Avg : 0.39888
2023-05-08 10:58:20,108 - wikidata12k_1n - [INFO] - [Epoch 106]: Training Loss: 0.00097395, Valid MRR: 0.42346,
2023-05-08 10:58:20,749 - wikidata12k_1n - [INFO] - [E:107| 0]: Train Loss:0.0010036, Val MRR:0.42346, wikidata12k_1n
2023-05-08 10:59:23,480 - wikidata12k_1n - [INFO] - [E:107| 100]: Train Loss:0.00097647, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:00:26,183 - wikidata12k_1n - [INFO] - [E:107| 200]: Train Loss:0.00097551, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:01:28,896 - wikidata12k_1n - [INFO] - [E:107| 300]: Train Loss:0.0009734, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:02:31,601 - wikidata12k_1n - [INFO] - [E:107| 400]: Train Loss:0.00097305, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:03:34,302 - wikidata12k_1n - [INFO] - [E:107| 500]: Train Loss:0.00097357, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:04:36,965 - wikidata12k_1n - [INFO] - [E:107| 600]: Train Loss:0.00097339, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:05:39,737 - wikidata12k_1n - [INFO] - [E:107| 700]: Train Loss:0.00097309, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:06:42,469 - wikidata12k_1n - [INFO] - [E:107| 800]: Train Loss:0.00097263, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:07:45,176 - wikidata12k_1n - [INFO] - [E:107| 900]: Train Loss:0.00097262, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:08:47,919 - wikidata12k_1n - [INFO] - [E:107| 1000]: Train Loss:0.00097291, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:09:50,630 - wikidata12k_1n - [INFO] - [E:107| 1100]: Train Loss:0.00097276, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:10:53,366 - wikidata12k_1n - [INFO] - [E:107| 1200]: Train Loss:0.00097258, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:11:56,079 - wikidata12k_1n - [INFO] - [E:107| 1300]: Train Loss:0.00097262, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:12:58,839 - wikidata12k_1n - [INFO] - [E:107| 1400]: Train Loss:0.00097287, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:14:01,727 - wikidata12k_1n - [INFO] - [E:107| 1500]: Train Loss:0.00097266, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:15:04,489 - wikidata12k_1n - [INFO] - [E:107| 1600]: Train Loss:0.00097289, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:15:45,514 - wikidata12k_1n - [INFO] - [Epoch:107]: Training Loss:0.0009728
2023-05-08 11:15:45,729 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 11:16:06,954 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 11:16:19,242 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 11:16:40,630 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 11:16:52,806 - wikidata12k_1n - [INFO] - [Evaluating Epoch 107 valid]:
MRR: Tail : 0.48962, Head : 0.33036, Avg : 0.40999
2023-05-08 11:16:52,806 - wikidata12k_1n - [INFO] - [Epoch 107]: Training Loss: 0.0009728, Valid MRR: 0.42346,
2023-05-08 11:16:53,449 - wikidata12k_1n - [INFO] - [E:108| 0]: Train Loss:0.00095389, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:17:56,258 - wikidata12k_1n - [INFO] - [E:108| 100]: Train Loss:0.00096908, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:18:15,520 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True}
2023-05-08 11:18:21,759 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True}
2023-05-08 11:18:32,465 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 11:18:59,136 - wikidata12k_1n - [INFO] - [E:108| 200]: Train Loss:0.00096809, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:19:09,923 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 11:19:28,553 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n
2023-05-08 11:20:01,961 - wikidata12k_1n - [INFO] - [E:108| 300]: Train Loss:0.00096795, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:20:06,878 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n
2023-05-08 11:20:26,032 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.4692, Head : 0.29949, Avg : 0.38435
MR: Tail : 723.97, Head : 716.89, Avg : 720.43
Hit-1: Tail : 0.37642, Head : 0.20129, Avg : 0.28885
Hit-3: Tail : 0.51829, Head : 0.33034, Avg : 0.42432
Hit-10: Tail : 0.6488, Head : 0.51954, Avg : 0.58417
2023-05-08 11:21:04,828 - wikidata12k_1n - [INFO] - [E:108| 400]: Train Loss:0.00096864, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:22:07,656 - wikidata12k_1n - [INFO] - [E:108| 500]: Train Loss:0.00097011, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:23:10,505 - wikidata12k_1n - [INFO] - [E:108| 600]: Train Loss:0.0009704, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:24:13,305 - wikidata12k_1n - [INFO] - [E:108| 700]: Train Loss:0.00097034, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:25:16,076 - wikidata12k_1n - [INFO] - [E:108| 800]: Train Loss:0.00097039, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:26:18,878 - wikidata12k_1n - [INFO] - [E:108| 900]: Train Loss:0.00097039, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:27:21,698 - wikidata12k_1n - [INFO] - [E:108| 1000]: Train Loss:0.00097071, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:28:24,474 - wikidata12k_1n - [INFO] - [E:108| 1100]: Train Loss:0.0009709, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:29:27,262 - wikidata12k_1n - [INFO] - [E:108| 1200]: Train Loss:0.00097079, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:30:29,952 - wikidata12k_1n - [INFO] - [E:108| 1300]: Train Loss:0.0009709, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:31:32,802 - wikidata12k_1n - [INFO] - [E:108| 1400]: Train Loss:0.00097108, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:32:35,778 - wikidata12k_1n - [INFO] - [E:108| 1500]: Train Loss:0.00097158, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:33:38,519 - wikidata12k_1n - [INFO] - [E:108| 1600]: Train Loss:0.00097168, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:34:19,503 - wikidata12k_1n - [INFO] - [Epoch:108]: Training Loss:0.0009718
2023-05-08 11:34:19,719 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 11:34:40,939 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 11:34:53,219 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 11:35:14,604 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 11:35:26,760 - wikidata12k_1n - [INFO] - [Evaluating Epoch 108 valid]:
MRR: Tail : 0.49387, Head : 0.30708, Avg : 0.40048
2023-05-08 11:35:26,760 - wikidata12k_1n - [INFO] - [Epoch 108]: Training Loss: 0.00097181, Valid MRR: 0.42346,
2023-05-08 11:35:27,401 - wikidata12k_1n - [INFO] - [E:109| 0]: Train Loss:0.00096391, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:36:30,200 - wikidata12k_1n - [INFO] - [E:109| 100]: Train Loss:0.0009709, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:37:33,030 - wikidata12k_1n - [INFO] - [E:109| 200]: Train Loss:0.0009712, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:38:35,809 - wikidata12k_1n - [INFO] - [E:109| 300]: Train Loss:0.0009689, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:39:38,634 - wikidata12k_1n - [INFO] - [E:109| 400]: Train Loss:0.00096974, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:40:41,375 - wikidata12k_1n - [INFO] - [E:109| 500]: Train Loss:0.00096945, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:41:44,069 - wikidata12k_1n - [INFO] - [E:109| 600]: Train Loss:0.00097033, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:42:46,807 - wikidata12k_1n - [INFO] - [E:109| 700]: Train Loss:0.00096986, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:43:49,540 - wikidata12k_1n - [INFO] - [E:109| 800]: Train Loss:0.00097005, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:44:52,320 - wikidata12k_1n - [INFO] - [E:109| 900]: Train Loss:0.00097045, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:45:55,074 - wikidata12k_1n - [INFO] - [E:109| 1000]: Train Loss:0.00097054, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:46:57,804 - wikidata12k_1n - [INFO] - [E:109| 1100]: Train Loss:0.00097113, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:48:00,537 - wikidata12k_1n - [INFO] - [E:109| 1200]: Train Loss:0.00097106, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:49:03,289 - wikidata12k_1n - [INFO] - [E:109| 1300]: Train Loss:0.00097107, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:50:05,964 - wikidata12k_1n - [INFO] - [E:109| 1400]: Train Loss:0.00097142, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:51:08,646 - wikidata12k_1n - [INFO] - [E:109| 1500]: Train Loss:0.00097151, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:52:11,406 - wikidata12k_1n - [INFO] - [E:109| 1600]: Train Loss:0.00097153, Val MRR:0.42346, wikidata12k_1n
2023-05-08 11:52:52,379 - wikidata12k_1n - [INFO] - [Epoch:109]: Training Loss:0.0009714
2023-05-08 11:52:52,594 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 11:53:13,793 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 11:53:26,065 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 11:53:47,441 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 11:53:59,589 - wikidata12k_1n - [INFO] - [Evaluating Epoch 109 valid]:
MRR: Tail : 0.49497, Head : 0.36609, Avg : 0.43053
MR: Tail : 607.66, Head : 616.81, Avg : 612.24
Hit-1: Tail : 0.40474, Head : 0.2694, Avg : 0.33707
Hit-3: Tail : 0.54518, Head : 0.40618, Avg : 0.47568
Hit-10: Tail : 0.66785, Head : 0.56557, Avg : 0.61671
2023-05-08 11:54:00,556 - wikidata12k_1n - [INFO] - [Epoch 109]: Training Loss: 0.00097143, Valid MRR: 0.43053,
2023-05-08 11:54:01,200 - wikidata12k_1n - [INFO] - [E:110| 0]: Train Loss:0.00095964, Val MRR:0.43053, wikidata12k_1n
2023-05-08 11:55:03,985 - wikidata12k_1n - [INFO] - [E:110| 100]: Train Loss:0.00096708, Val MRR:0.43053, wikidata12k_1n
2023-05-08 11:56:06,755 - wikidata12k_1n - [INFO] - [E:110| 200]: Train Loss:0.00096793, Val MRR:0.43053, wikidata12k_1n
2023-05-08 11:57:09,570 - wikidata12k_1n - [INFO] - [E:110| 300]: Train Loss:0.00096944, Val MRR:0.43053, wikidata12k_1n
2023-05-08 11:58:12,297 - wikidata12k_1n - [INFO] - [E:110| 400]: Train Loss:0.00097044, Val MRR:0.43053, wikidata12k_1n
2023-05-08 11:59:15,052 - wikidata12k_1n - [INFO] - [E:110| 500]: Train Loss:0.00097083, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:00:17,761 - wikidata12k_1n - [INFO] - [E:110| 600]: Train Loss:0.00097043, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:01:20,465 - wikidata12k_1n - [INFO] - [E:110| 700]: Train Loss:0.00097041, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:02:23,252 - wikidata12k_1n - [INFO] - [E:110| 800]: Train Loss:0.00097032, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:03:26,036 - wikidata12k_1n - [INFO] - [E:110| 900]: Train Loss:0.00097031, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:04:28,875 - wikidata12k_1n - [INFO] - [E:110| 1000]: Train Loss:0.00097044, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:05:31,688 - wikidata12k_1n - [INFO] - [E:110| 1100]: Train Loss:0.00097021, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:06:34,430 - wikidata12k_1n - [INFO] - [E:110| 1200]: Train Loss:0.00097047, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:07:37,127 - wikidata12k_1n - [INFO] - [E:110| 1300]: Train Loss:0.00097042, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:08:39,814 - wikidata12k_1n - [INFO] - [E:110| 1400]: Train Loss:0.00097043, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:09:42,499 - wikidata12k_1n - [INFO] - [E:110| 1500]: Train Loss:0.00097068, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:10:45,172 - wikidata12k_1n - [INFO] - [E:110| 1600]: Train Loss:0.00097067, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:11:26,133 - wikidata12k_1n - [INFO] - [Epoch:110]: Training Loss:0.0009709
2023-05-08 12:11:26,347 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 12:11:47,552 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 12:11:59,821 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 12:12:21,179 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 12:12:33,329 - wikidata12k_1n - [INFO] - [Evaluating Epoch 110 valid]:
MRR: Tail : 0.49189, Head : 0.28095, Avg : 0.38642
2023-05-08 12:12:33,330 - wikidata12k_1n - [INFO] - [Epoch 110]: Training Loss: 0.00097086, Valid MRR: 0.43053,
2023-05-08 12:12:33,973 - wikidata12k_1n - [INFO] - [E:111| 0]: Train Loss:0.00098108, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:13:36,672 - wikidata12k_1n - [INFO] - [E:111| 100]: Train Loss:0.00096907, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:14:39,492 - wikidata12k_1n - [INFO] - [E:111| 200]: Train Loss:0.00096795, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:15:42,170 - wikidata12k_1n - [INFO] - [E:111| 300]: Train Loss:0.00096784, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:16:44,836 - wikidata12k_1n - [INFO] - [E:111| 400]: Train Loss:0.00096857, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:17:47,560 - wikidata12k_1n - [INFO] - [E:111| 500]: Train Loss:0.00096856, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:18:50,243 - wikidata12k_1n - [INFO] - [E:111| 600]: Train Loss:0.00096841, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:19:52,920 - wikidata12k_1n - [INFO] - [E:111| 700]: Train Loss:0.00096875, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:20:55,601 - wikidata12k_1n - [INFO] - [E:111| 800]: Train Loss:0.00096945, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:21:58,294 - wikidata12k_1n - [INFO] - [E:111| 900]: Train Loss:0.00096977, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:23:01,057 - wikidata12k_1n - [INFO] - [E:111| 1000]: Train Loss:0.00096994, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:24:03,837 - wikidata12k_1n - [INFO] - [E:111| 1100]: Train Loss:0.00097012, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:25:06,585 - wikidata12k_1n - [INFO] - [E:111| 1200]: Train Loss:0.00097023, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:26:09,310 - wikidata12k_1n - [INFO] - [E:111| 1300]: Train Loss:0.00097021, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:27:12,078 - wikidata12k_1n - [INFO] - [E:111| 1400]: Train Loss:0.00097022, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:28:14,927 - wikidata12k_1n - [INFO] - [E:111| 1500]: Train Loss:0.00097047, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:29:17,668 - wikidata12k_1n - [INFO] - [E:111| 1600]: Train Loss:0.00097056, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:29:58,657 - wikidata12k_1n - [INFO] - [Epoch:111]: Training Loss:0.0009705
2023-05-08 12:29:58,872 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 12:30:20,082 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 12:30:32,372 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 12:30:53,751 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 12:31:05,909 - wikidata12k_1n - [INFO] - [Evaluating Epoch 111 valid]:
MRR: Tail : 0.49491, Head : 0.32148, Avg : 0.40819
2023-05-08 12:31:05,909 - wikidata12k_1n - [INFO] - [Epoch 111]: Training Loss: 0.00097048, Valid MRR: 0.43053,
2023-05-08 12:31:06,552 - wikidata12k_1n - [INFO] - [E:112| 0]: Train Loss:0.00098406, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:32:09,384 - wikidata12k_1n - [INFO] - [E:112| 100]: Train Loss:0.00096708, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:33:12,162 - wikidata12k_1n - [INFO] - [E:112| 200]: Train Loss:0.00096904, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:34:14,958 - wikidata12k_1n - [INFO] - [E:112| 300]: Train Loss:0.00096959, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:35:17,724 - wikidata12k_1n - [INFO] - [E:112| 400]: Train Loss:0.0009687, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:36:20,538 - wikidata12k_1n - [INFO] - [E:112| 500]: Train Loss:0.00096829, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:37:23,341 - wikidata12k_1n - [INFO] - [E:112| 600]: Train Loss:0.00096839, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:38:26,180 - wikidata12k_1n - [INFO] - [E:112| 700]: Train Loss:0.00096892, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:39:28,902 - wikidata12k_1n - [INFO] - [E:112| 800]: Train Loss:0.00096903, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:40:31,760 - wikidata12k_1n - [INFO] - [E:112| 900]: Train Loss:0.0009694, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:41:34,522 - wikidata12k_1n - [INFO] - [E:112| 1000]: Train Loss:0.00096937, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:42:37,274 - wikidata12k_1n - [INFO] - [E:112| 1100]: Train Loss:0.00096905, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:43:40,006 - wikidata12k_1n - [INFO] - [E:112| 1200]: Train Loss:0.00096883, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:44:42,773 - wikidata12k_1n - [INFO] - [E:112| 1300]: Train Loss:0.00096883, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:45:45,529 - wikidata12k_1n - [INFO] - [E:112| 1400]: Train Loss:0.00096907, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:46:48,271 - wikidata12k_1n - [INFO] - [E:112| 1500]: Train Loss:0.00096919, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:47:51,016 - wikidata12k_1n - [INFO] - [E:112| 1600]: Train Loss:0.00096945, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:48:32,010 - wikidata12k_1n - [INFO] - [Epoch:112]: Training Loss:0.0009695
2023-05-08 12:48:32,225 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 12:48:53,474 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 12:49:05,804 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 12:49:27,201 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 12:49:39,389 - wikidata12k_1n - [INFO] - [Evaluating Epoch 112 valid]:
MRR: Tail : 0.4979, Head : 0.33013, Avg : 0.41401
2023-05-08 12:49:39,389 - wikidata12k_1n - [INFO] - [Epoch 112]: Training Loss: 0.00096945, Valid MRR: 0.43053,
2023-05-08 12:49:40,033 - wikidata12k_1n - [INFO] - [E:113| 0]: Train Loss:0.00097318, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:50:42,837 - wikidata12k_1n - [INFO] - [E:113| 100]: Train Loss:0.00096757, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:51:45,656 - wikidata12k_1n - [INFO] - [E:113| 200]: Train Loss:0.00096878, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:52:48,461 - wikidata12k_1n - [INFO] - [E:113| 300]: Train Loss:0.00096771, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:53:51,257 - wikidata12k_1n - [INFO] - [E:113| 400]: Train Loss:0.00096818, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:54:54,003 - wikidata12k_1n - [INFO] - [E:113| 500]: Train Loss:0.00096819, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:55:56,662 - wikidata12k_1n - [INFO] - [E:113| 600]: Train Loss:0.00096863, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:56:59,351 - wikidata12k_1n - [INFO] - [E:113| 700]: Train Loss:0.00096923, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:58:02,106 - wikidata12k_1n - [INFO] - [E:113| 800]: Train Loss:0.00096906, Val MRR:0.43053, wikidata12k_1n
2023-05-08 12:59:04,776 - wikidata12k_1n - [INFO] - [E:113| 900]: Train Loss:0.00096855, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:00:07,427 - wikidata12k_1n - [INFO] - [E:113| 1000]: Train Loss:0.00096857, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:01:10,110 - wikidata12k_1n - [INFO] - [E:113| 1100]: Train Loss:0.00096851, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:02:12,790 - wikidata12k_1n - [INFO] - [E:113| 1200]: Train Loss:0.00096911, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:03:15,458 - wikidata12k_1n - [INFO] - [E:113| 1300]: Train Loss:0.00096926, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:04:18,148 - wikidata12k_1n - [INFO] - [E:113| 1400]: Train Loss:0.00096908, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:05:20,848 - wikidata12k_1n - [INFO] - [E:113| 1500]: Train Loss:0.00096884, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:06:23,632 - wikidata12k_1n - [INFO] - [E:113| 1600]: Train Loss:0.00096892, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:07:04,656 - wikidata12k_1n - [INFO] - [Epoch:113]: Training Loss:0.0009689
2023-05-08 13:07:04,876 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 13:07:26,112 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 13:07:38,408 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 13:07:59,813 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 13:08:12,014 - wikidata12k_1n - [INFO] - [Evaluating Epoch 113 valid]:
MRR: Tail : 0.49815, Head : 0.30738, Avg : 0.40277
2023-05-08 13:08:12,014 - wikidata12k_1n - [INFO] - [Epoch 113]: Training Loss: 0.00096895, Valid MRR: 0.43053,
2023-05-08 13:08:12,654 - wikidata12k_1n - [INFO] - [E:114| 0]: Train Loss:0.00095312, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:09:15,510 - wikidata12k_1n - [INFO] - [E:114| 100]: Train Loss:0.00096701, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:10:18,370 - wikidata12k_1n - [INFO] - [E:114| 200]: Train Loss:0.00096944, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:11:21,102 - wikidata12k_1n - [INFO] - [E:114| 300]: Train Loss:0.00096953, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:12:23,790 - wikidata12k_1n - [INFO] - [E:114| 400]: Train Loss:0.0009687, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:13:26,451 - wikidata12k_1n - [INFO] - [E:114| 500]: Train Loss:0.00096814, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:14:29,140 - wikidata12k_1n - [INFO] - [E:114| 600]: Train Loss:0.00096853, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:15:31,966 - wikidata12k_1n - [INFO] - [E:114| 700]: Train Loss:0.00096809, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:16:34,674 - wikidata12k_1n - [INFO] - [E:114| 800]: Train Loss:0.00096837, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:17:37,363 - wikidata12k_1n - [INFO] - [E:114| 900]: Train Loss:0.00096829, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:18:40,061 - wikidata12k_1n - [INFO] - [E:114| 1000]: Train Loss:0.00096819, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:19:42,732 - wikidata12k_1n - [INFO] - [E:114| 1100]: Train Loss:0.00096816, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:20:45,394 - wikidata12k_1n - [INFO] - [E:114| 1200]: Train Loss:0.00096831, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:21:48,087 - wikidata12k_1n - [INFO] - [E:114| 1300]: Train Loss:0.00096828, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:22:50,768 - wikidata12k_1n - [INFO] - [E:114| 1400]: Train Loss:0.00096862, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:23:53,502 - wikidata12k_1n - [INFO] - [E:114| 1500]: Train Loss:0.00096867, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:24:56,199 - wikidata12k_1n - [INFO] - [E:114| 1600]: Train Loss:0.00096864, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:25:37,173 - wikidata12k_1n - [INFO] - [Epoch:114]: Training Loss:0.0009687
2023-05-08 13:25:37,389 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 13:25:58,586 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 13:26:10,858 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 13:26:32,239 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 13:26:44,392 - wikidata12k_1n - [INFO] - [Evaluating Epoch 114 valid]:
MRR: Tail : 0.49743, Head : 0.32306, Avg : 0.41025
2023-05-08 13:26:44,392 - wikidata12k_1n - [INFO] - [Epoch 114]: Training Loss: 0.0009687, Valid MRR: 0.43053,
2023-05-08 13:26:45,036 - wikidata12k_1n - [INFO] - [E:115| 0]: Train Loss:0.00092372, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:27:47,699 - wikidata12k_1n - [INFO] - [E:115| 100]: Train Loss:0.0009662, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:28:50,340 - wikidata12k_1n - [INFO] - [E:115| 200]: Train Loss:0.00096594, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:29:52,992 - wikidata12k_1n - [INFO] - [E:115| 300]: Train Loss:0.00096529, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:30:55,630 - wikidata12k_1n - [INFO] - [E:115| 400]: Train Loss:0.00096563, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:31:58,268 - wikidata12k_1n - [INFO] - [E:115| 500]: Train Loss:0.00096618, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:33:01,165 - wikidata12k_1n - [INFO] - [E:115| 600]: Train Loss:0.0009665, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:34:03,958 - wikidata12k_1n - [INFO] - [E:115| 700]: Train Loss:0.00096675, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:35:06,757 - wikidata12k_1n - [INFO] - [E:115| 800]: Train Loss:0.00096676, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:36:09,525 - wikidata12k_1n - [INFO] - [E:115| 900]: Train Loss:0.00096647, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:37:12,308 - wikidata12k_1n - [INFO] - [E:115| 1000]: Train Loss:0.00096644, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:38:15,118 - wikidata12k_1n - [INFO] - [E:115| 1100]: Train Loss:0.00096683, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:39:17,857 - wikidata12k_1n - [INFO] - [E:115| 1200]: Train Loss:0.00096661, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:40:20,638 - wikidata12k_1n - [INFO] - [E:115| 1300]: Train Loss:0.00096686, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:41:23,444 - wikidata12k_1n - [INFO] - [E:115| 1400]: Train Loss:0.00096708, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:42:26,097 - wikidata12k_1n - [INFO] - [E:115| 1500]: Train Loss:0.00096754, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:43:28,774 - wikidata12k_1n - [INFO] - [E:115| 1600]: Train Loss:0.00096794, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:44:09,717 - wikidata12k_1n - [INFO] - [Epoch:115]: Training Loss:0.000968
2023-05-08 13:44:09,931 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 13:44:31,134 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 13:44:43,405 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 13:45:04,768 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 13:45:16,906 - wikidata12k_1n - [INFO] - [Evaluating Epoch 115 valid]:
MRR: Tail : 0.491, Head : 0.31844, Avg : 0.40472
2023-05-08 13:45:16,906 - wikidata12k_1n - [INFO] - [Epoch 115]: Training Loss: 0.00096799, Valid MRR: 0.43053,
2023-05-08 13:45:17,547 - wikidata12k_1n - [INFO] - [E:116| 0]: Train Loss:0.00097631, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:46:20,221 - wikidata12k_1n - [INFO] - [E:116| 100]: Train Loss:0.00096934, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:47:22,872 - wikidata12k_1n - [INFO] - [E:116| 200]: Train Loss:0.0009669, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:48:25,537 - wikidata12k_1n - [INFO] - [E:116| 300]: Train Loss:0.00096568, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:49:28,280 - wikidata12k_1n - [INFO] - [E:116| 400]: Train Loss:0.00096533, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:50:31,039 - wikidata12k_1n - [INFO] - [E:116| 500]: Train Loss:0.00096517, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:51:33,827 - wikidata12k_1n - [INFO] - [E:116| 600]: Train Loss:0.00096583, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:52:36,587 - wikidata12k_1n - [INFO] - [E:116| 700]: Train Loss:0.00096595, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:53:39,366 - wikidata12k_1n - [INFO] - [E:116| 800]: Train Loss:0.0009666, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:54:42,138 - wikidata12k_1n - [INFO] - [E:116| 900]: Train Loss:0.00096687, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:55:44,925 - wikidata12k_1n - [INFO] - [E:116| 1000]: Train Loss:0.00096717, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:56:47,599 - wikidata12k_1n - [INFO] - [E:116| 1100]: Train Loss:0.00096728, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:57:50,229 - wikidata12k_1n - [INFO] - [E:116| 1200]: Train Loss:0.00096722, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:58:53,047 - wikidata12k_1n - [INFO] - [E:116| 1300]: Train Loss:0.00096743, Val MRR:0.43053, wikidata12k_1n
2023-05-08 13:59:55,851 - wikidata12k_1n - [INFO] - [E:116| 1400]: Train Loss:0.00096757, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:00:58,625 - wikidata12k_1n - [INFO] - [E:116| 1500]: Train Loss:0.0009675, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:02:01,345 - wikidata12k_1n - [INFO] - [E:116| 1600]: Train Loss:0.00096753, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:02:42,338 - wikidata12k_1n - [INFO] - [Epoch:116]: Training Loss:0.0009674
2023-05-08 14:02:42,557 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 14:03:03,772 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 14:03:16,043 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 14:03:37,425 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 14:03:49,580 - wikidata12k_1n - [INFO] - [Evaluating Epoch 116 valid]:
MRR: Tail : 0.49087, Head : 0.31453, Avg : 0.4027
2023-05-08 14:03:49,580 - wikidata12k_1n - [INFO] - [Epoch 116]: Training Loss: 0.00096744, Valid MRR: 0.43053,
2023-05-08 14:03:50,219 - wikidata12k_1n - [INFO] - [E:117| 0]: Train Loss:0.00096057, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:04:53,015 - wikidata12k_1n - [INFO] - [E:117| 100]: Train Loss:0.00096558, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:05:55,779 - wikidata12k_1n - [INFO] - [E:117| 200]: Train Loss:0.00096575, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:06:58,600 - wikidata12k_1n - [INFO] - [E:117| 300]: Train Loss:0.00096486, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:08:01,336 - wikidata12k_1n - [INFO] - [E:117| 400]: Train Loss:0.00096456, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:09:03,992 - wikidata12k_1n - [INFO] - [E:117| 500]: Train Loss:0.00096486, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:10:06,660 - wikidata12k_1n - [INFO] - [E:117| 600]: Train Loss:0.00096499, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:11:09,278 - wikidata12k_1n - [INFO] - [E:117| 700]: Train Loss:0.0009654, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:12:11,937 - wikidata12k_1n - [INFO] - [E:117| 800]: Train Loss:0.0009651, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:13:14,595 - wikidata12k_1n - [INFO] - [E:117| 900]: Train Loss:0.00096547, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:14:17,239 - wikidata12k_1n - [INFO] - [E:117| 1000]: Train Loss:0.00096556, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:15:19,886 - wikidata12k_1n - [INFO] - [E:117| 1100]: Train Loss:0.00096589, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:16:22,647 - wikidata12k_1n - [INFO] - [E:117| 1200]: Train Loss:0.00096614, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:17:25,332 - wikidata12k_1n - [INFO] - [E:117| 1300]: Train Loss:0.00096591, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:18:28,041 - wikidata12k_1n - [INFO] - [E:117| 1400]: Train Loss:0.00096596, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:19:30,775 - wikidata12k_1n - [INFO] - [E:117| 1500]: Train Loss:0.00096616, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:20:33,416 - wikidata12k_1n - [INFO] - [E:117| 1600]: Train Loss:0.00096639, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:21:14,333 - wikidata12k_1n - [INFO] - [Epoch:117]: Training Loss:0.0009667
2023-05-08 14:21:14,548 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 14:21:35,740 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 14:21:47,998 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 14:22:09,344 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 14:22:21,482 - wikidata12k_1n - [INFO] - [Evaluating Epoch 117 valid]:
MRR: Tail : 0.49123, Head : 0.3346, Avg : 0.41292
2023-05-08 14:22:21,483 - wikidata12k_1n - [INFO] - [Epoch 117]: Training Loss: 0.00096673, Valid MRR: 0.43053,
2023-05-08 14:22:22,123 - wikidata12k_1n - [INFO] - [E:118| 0]: Train Loss:0.00096325, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:23:24,749 - wikidata12k_1n - [INFO] - [E:118| 100]: Train Loss:0.00096382, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:24:27,507 - wikidata12k_1n - [INFO] - [E:118| 200]: Train Loss:0.0009681, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:24:46,826 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True}
2023-05-08 14:24:57,762 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 14:25:30,243 - wikidata12k_1n - [INFO] - [E:118| 300]: Train Loss:0.0009665, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:25:35,426 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 14:25:54,186 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n
2023-05-08 14:26:32,846 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n
2023-05-08 14:26:32,934 - wikidata12k_1n - [INFO] - [E:118| 400]: Train Loss:0.00096475, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:26:52,039 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.47044, Head : 0.30916, Avg : 0.3898
MR: Tail : 834.47, Head : 789.21, Avg : 811.84
Hit-1: Tail : 0.37917, Head : 0.21198, Avg : 0.29557
Hit-3: Tail : 0.51632, Head : 0.33828, Avg : 0.4273
Hit-10: Tail : 0.64408, Head : 0.52514, Avg : 0.58461
2023-05-08 14:27:35,606 - wikidata12k_1n - [INFO] - [E:118| 500]: Train Loss:0.00096434, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:28:38,293 - wikidata12k_1n - [INFO] - [E:118| 600]: Train Loss:0.00096476, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:29:40,931 - wikidata12k_1n - [INFO] - [E:118| 700]: Train Loss:0.00096455, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:30:43,584 - wikidata12k_1n - [INFO] - [E:118| 800]: Train Loss:0.00096448, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:31:46,246 - wikidata12k_1n - [INFO] - [E:118| 900]: Train Loss:0.00096506, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:32:48,938 - wikidata12k_1n - [INFO] - [E:118| 1000]: Train Loss:0.00096566, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:33:51,636 - wikidata12k_1n - [INFO] - [E:118| 1100]: Train Loss:0.00096587, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:34:54,286 - wikidata12k_1n - [INFO] - [E:118| 1200]: Train Loss:0.00096611, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:35:56,945 - wikidata12k_1n - [INFO] - [E:118| 1300]: Train Loss:0.00096595, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:36:59,614 - wikidata12k_1n - [INFO] - [E:118| 1400]: Train Loss:0.00096629, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:38:02,417 - wikidata12k_1n - [INFO] - [E:118| 1500]: Train Loss:0.00096643, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:39:05,191 - wikidata12k_1n - [INFO] - [E:118| 1600]: Train Loss:0.00096634, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:39:46,214 - wikidata12k_1n - [INFO] - [Epoch:118]: Training Loss:0.0009662
2023-05-08 14:39:46,430 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 14:40:07,639 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 14:40:19,923 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 14:40:41,291 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 14:40:53,450 - wikidata12k_1n - [INFO] - [Evaluating Epoch 118 valid]:
MRR: Tail : 0.48798, Head : 0.30457, Avg : 0.39627
2023-05-08 14:40:53,450 - wikidata12k_1n - [INFO] - [Epoch 118]: Training Loss: 0.00096624, Valid MRR: 0.43053,
2023-05-08 14:40:54,093 - wikidata12k_1n - [INFO] - [E:119| 0]: Train Loss:0.00095235, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:41:56,935 - wikidata12k_1n - [INFO] - [E:119| 100]: Train Loss:0.00095798, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:42:59,653 - wikidata12k_1n - [INFO] - [E:119| 200]: Train Loss:0.00096041, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:44:02,326 - wikidata12k_1n - [INFO] - [E:119| 300]: Train Loss:0.00096155, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:45:04,988 - wikidata12k_1n - [INFO] - [E:119| 400]: Train Loss:0.00096347, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:46:07,760 - wikidata12k_1n - [INFO] - [E:119| 500]: Train Loss:0.00096362, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:47:10,581 - wikidata12k_1n - [INFO] - [E:119| 600]: Train Loss:0.00096356, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:48:13,301 - wikidata12k_1n - [INFO] - [E:119| 700]: Train Loss:0.00096415, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:49:15,993 - wikidata12k_1n - [INFO] - [E:119| 800]: Train Loss:0.00096448, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:50:18,807 - wikidata12k_1n - [INFO] - [E:119| 900]: Train Loss:0.00096553, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:51:21,490 - wikidata12k_1n - [INFO] - [E:119| 1000]: Train Loss:0.00096579, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:52:24,132 - wikidata12k_1n - [INFO] - [E:119| 1100]: Train Loss:0.00096631, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:53:26,917 - wikidata12k_1n - [INFO] - [E:119| 1200]: Train Loss:0.00096603, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:54:29,671 - wikidata12k_1n - [INFO] - [E:119| 1300]: Train Loss:0.00096593, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:55:32,417 - wikidata12k_1n - [INFO] - [E:119| 1400]: Train Loss:0.0009661, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:56:35,122 - wikidata12k_1n - [INFO] - [E:119| 1500]: Train Loss:0.00096606, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:57:37,899 - wikidata12k_1n - [INFO] - [E:119| 1600]: Train Loss:0.00096636, Val MRR:0.43053, wikidata12k_1n
2023-05-08 14:58:18,891 - wikidata12k_1n - [INFO] - [Epoch:119]: Training Loss:0.0009662
2023-05-08 14:58:19,104 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 14:58:40,304 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 14:58:52,577 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 14:59:13,937 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 14:59:26,105 - wikidata12k_1n - [INFO] - [Evaluating Epoch 119 valid]:
MRR: Tail : 0.4893, Head : 0.30143, Avg : 0.39536
MR: Tail : 628.88, Head : 664.31, Avg : 646.6
Hit-1: Tail : 0.39633, Head : 0.19562, Avg : 0.29597
Hit-3: Tail : 0.54375, Head : 0.33868, Avg : 0.44121
Hit-10: Tail : 0.66286, Head : 0.53434, Avg : 0.5986
2023-05-08 14:59:26,105 - wikidata12k_1n - [INFO] - [Epoch 119]: Training Loss: 0.00096621, Valid MRR: 0.43053,
2023-05-08 14:59:26,747 - wikidata12k_1n - [INFO] - [E:120| 0]: Train Loss:0.0010573, Val MRR:0.43053, wikidata12k_1n
2023-05-08 15:00:29,506 - wikidata12k_1n - [INFO] - [E:120| 100]: Train Loss:0.00096661, Val MRR:0.43053, wikidata12k_1n
2023-05-08 15:01:32,266 - wikidata12k_1n - [INFO] - [E:120| 200]: Train Loss:0.00096327, Val MRR:0.43053, wikidata12k_1n
2023-05-08 15:02:35,018 - wikidata12k_1n - [INFO] - [E:120| 300]: Train Loss:0.0009636, Val MRR:0.43053, wikidata12k_1n
2023-05-08 15:03:37,760 - wikidata12k_1n - [INFO] - [E:120| 400]: Train Loss:0.00096227, Val MRR:0.43053, wikidata12k_1n
2023-05-08 15:04:40,568 - wikidata12k_1n - [INFO] - [E:120| 500]: Train Loss:0.00096229, Val MRR:0.43053, wikidata12k_1n
2023-05-08 15:05:43,321 - wikidata12k_1n - [INFO] - [E:120| 600]: Train Loss:0.00096323, Val MRR:0.43053, wikidata12k_1n
2023-05-08 15:06:45,982 - wikidata12k_1n - [INFO] - [E:120| 700]: Train Loss:0.00096337, Val MRR:0.43053, wikidata12k_1n
2023-05-08 15:07:48,744 - wikidata12k_1n - [INFO] - [E:120| 800]: Train Loss:0.00096325, Val MRR:0.43053, wikidata12k_1n
2023-05-08 15:08:51,544 - wikidata12k_1n - [INFO] - [E:120| 900]: Train Loss:0.00096372, Val MRR:0.43053, wikidata12k_1n
2023-05-08 15:09:54,333 - wikidata12k_1n - [INFO] - [E:120| 1000]: Train Loss:0.00096363, Val MRR:0.43053, wikidata12k_1n
2023-05-08 15:10:57,117 - wikidata12k_1n - [INFO] - [E:120| 1100]: Train Loss:0.0009638, Val MRR:0.43053, wikidata12k_1n
2023-05-08 15:11:59,872 - wikidata12k_1n - [INFO] - [E:120| 1200]: Train Loss:0.00096408, Val MRR:0.43053, wikidata12k_1n
2023-05-08 15:13:02,718 - wikidata12k_1n - [INFO] - [E:120| 1300]: Train Loss:0.00096429, Val MRR:0.43053, wikidata12k_1n
2023-05-08 15:14:05,515 - wikidata12k_1n - [INFO] - [E:120| 1400]: Train Loss:0.00096459, Val MRR:0.43053, wikidata12k_1n
2023-05-08 15:15:08,318 - wikidata12k_1n - [INFO] - [E:120| 1500]: Train Loss:0.00096437, Val MRR:0.43053, wikidata12k_1n
2023-05-08 15:16:11,055 - wikidata12k_1n - [INFO] - [E:120| 1600]: Train Loss:0.00096448, Val MRR:0.43053, wikidata12k_1n
2023-05-08 15:16:52,062 - wikidata12k_1n - [INFO] - [Epoch:120]: Training Loss:0.0009647
2023-05-08 15:16:52,278 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 15:17:13,520 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 15:17:25,811 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 15:17:47,211 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 15:17:59,379 - wikidata12k_1n - [INFO] - [Evaluating Epoch 120 valid]:
MRR: Tail : 0.49353, Head : 0.36939, Avg : 0.43146
2023-05-08 15:18:00,357 - wikidata12k_1n - [INFO] - [Epoch 120]: Training Loss: 0.00096474, Valid MRR: 0.43146,
2023-05-08 15:18:01,005 - wikidata12k_1n - [INFO] - [E:121| 0]: Train Loss:0.00097964, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:18:27,599 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True}
2023-05-08 15:18:38,670 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 15:19:03,765 - wikidata12k_1n - [INFO] - [E:121| 100]: Train Loss:0.00096799, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:19:16,346 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 15:19:34,906 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n
2023-05-08 15:20:06,505 - wikidata12k_1n - [INFO] - [E:121| 200]: Train Loss:0.00096712, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:20:12,840 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n
2023-05-08 15:20:31,779 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.47203, Head : 0.31777, Avg : 0.3949
MR: Tail : 799.9, Head : 826.24, Avg : 813.07
Hit-1: Tail : 0.37699, Head : 0.22625, Avg : 0.30162
Hit-3: Tail : 0.52602, Head : 0.34617, Avg : 0.4361
Hit-10: Tail : 0.64828, Head : 0.51424, Avg : 0.58126
2023-05-08 15:21:09,319 - wikidata12k_1n - [INFO] - [E:121| 300]: Train Loss:0.00096538, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:22:12,123 - wikidata12k_1n - [INFO] - [E:121| 400]: Train Loss:0.00096576, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:23:14,902 - wikidata12k_1n - [INFO] - [E:121| 500]: Train Loss:0.00096486, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:24:17,722 - wikidata12k_1n - [INFO] - [E:121| 600]: Train Loss:0.0009645, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:25:20,516 - wikidata12k_1n - [INFO] - [E:121| 700]: Train Loss:0.00096426, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:26:23,281 - wikidata12k_1n - [INFO] - [E:121| 800]: Train Loss:0.00096427, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:27:26,055 - wikidata12k_1n - [INFO] - [E:121| 900]: Train Loss:0.00096461, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:28:28,839 - wikidata12k_1n - [INFO] - [E:121| 1000]: Train Loss:0.00096464, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:29:31,605 - wikidata12k_1n - [INFO] - [E:121| 1100]: Train Loss:0.00096465, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:30:34,352 - wikidata12k_1n - [INFO] - [E:121| 1200]: Train Loss:0.00096488, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:31:37,104 - wikidata12k_1n - [INFO] - [E:121| 1300]: Train Loss:0.0009649, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:32:39,947 - wikidata12k_1n - [INFO] - [E:121| 1400]: Train Loss:0.00096496, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:33:42,703 - wikidata12k_1n - [INFO] - [E:121| 1500]: Train Loss:0.00096497, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:34:45,475 - wikidata12k_1n - [INFO] - [E:121| 1600]: Train Loss:0.00096491, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:35:26,483 - wikidata12k_1n - [INFO] - [Epoch:121]: Training Loss:0.0009649
2023-05-08 15:35:26,698 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 15:35:47,932 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 15:36:00,227 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 15:36:21,657 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 15:36:33,840 - wikidata12k_1n - [INFO] - [Evaluating Epoch 121 valid]:
MRR: Tail : 0.49172, Head : 0.35485, Avg : 0.42328
2023-05-08 15:36:33,840 - wikidata12k_1n - [INFO] - [Epoch 121]: Training Loss: 0.00096491, Valid MRR: 0.43146,
2023-05-08 15:36:34,481 - wikidata12k_1n - [INFO] - [E:122| 0]: Train Loss:0.00092583, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:37:37,258 - wikidata12k_1n - [INFO] - [E:122| 100]: Train Loss:0.00095971, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:38:40,022 - wikidata12k_1n - [INFO] - [E:122| 200]: Train Loss:0.00096095, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:39:42,822 - wikidata12k_1n - [INFO] - [E:122| 300]: Train Loss:0.00096079, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:40:45,627 - wikidata12k_1n - [INFO] - [E:122| 400]: Train Loss:0.00096104, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:41:48,344 - wikidata12k_1n - [INFO] - [E:122| 500]: Train Loss:0.00096153, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:42:51,093 - wikidata12k_1n - [INFO] - [E:122| 600]: Train Loss:0.00096179, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:43:53,808 - wikidata12k_1n - [INFO] - [E:122| 700]: Train Loss:0.00096264, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:44:56,637 - wikidata12k_1n - [INFO] - [E:122| 800]: Train Loss:0.00096252, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:45:59,373 - wikidata12k_1n - [INFO] - [E:122| 900]: Train Loss:0.00096271, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:47:02,117 - wikidata12k_1n - [INFO] - [E:122| 1000]: Train Loss:0.00096268, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:48:04,858 - wikidata12k_1n - [INFO] - [E:122| 1100]: Train Loss:0.00096285, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:49:07,644 - wikidata12k_1n - [INFO] - [E:122| 1200]: Train Loss:0.00096291, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:50:10,391 - wikidata12k_1n - [INFO] - [E:122| 1300]: Train Loss:0.00096311, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:51:13,139 - wikidata12k_1n - [INFO] - [E:122| 1400]: Train Loss:0.00096343, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:52:15,874 - wikidata12k_1n - [INFO] - [E:122| 1500]: Train Loss:0.00096367, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:53:18,566 - wikidata12k_1n - [INFO] - [E:122| 1600]: Train Loss:0.00096366, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:53:59,529 - wikidata12k_1n - [INFO] - [Epoch:122]: Training Loss:0.0009638
2023-05-08 15:53:59,745 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 15:54:20,970 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 15:54:33,260 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 15:54:54,647 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 15:55:06,814 - wikidata12k_1n - [INFO] - [Evaluating Epoch 122 valid]:
MRR: Tail : 0.49472, Head : 0.34124, Avg : 0.41798
2023-05-08 15:55:06,814 - wikidata12k_1n - [INFO] - [Epoch 122]: Training Loss: 0.00096377, Valid MRR: 0.43146,
2023-05-08 15:55:07,454 - wikidata12k_1n - [INFO] - [E:123| 0]: Train Loss:0.00093814, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:56:10,181 - wikidata12k_1n - [INFO] - [E:123| 100]: Train Loss:0.00095921, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:57:13,053 - wikidata12k_1n - [INFO] - [E:123| 200]: Train Loss:0.00096073, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:58:15,762 - wikidata12k_1n - [INFO] - [E:123| 300]: Train Loss:0.00096198, Val MRR:0.43146, wikidata12k_1n
2023-05-08 15:59:18,408 - wikidata12k_1n - [INFO] - [E:123| 400]: Train Loss:0.00096339, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:00:21,053 - wikidata12k_1n - [INFO] - [E:123| 500]: Train Loss:0.00096405, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:01:23,762 - wikidata12k_1n - [INFO] - [E:123| 600]: Train Loss:0.00096339, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:02:26,468 - wikidata12k_1n - [INFO] - [E:123| 700]: Train Loss:0.00096345, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:03:29,166 - wikidata12k_1n - [INFO] - [E:123| 800]: Train Loss:0.00096395, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:04:31,837 - wikidata12k_1n - [INFO] - [E:123| 900]: Train Loss:0.00096338, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:05:34,494 - wikidata12k_1n - [INFO] - [E:123| 1000]: Train Loss:0.00096309, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:06:37,272 - wikidata12k_1n - [INFO] - [E:123| 1100]: Train Loss:0.00096359, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:07:39,990 - wikidata12k_1n - [INFO] - [E:123| 1200]: Train Loss:0.00096368, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:08:42,780 - wikidata12k_1n - [INFO] - [E:123| 1300]: Train Loss:0.00096359, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:09:45,538 - wikidata12k_1n - [INFO] - [E:123| 1400]: Train Loss:0.00096379, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:10:48,266 - wikidata12k_1n - [INFO] - [E:123| 1500]: Train Loss:0.00096381, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:11:51,035 - wikidata12k_1n - [INFO] - [E:123| 1600]: Train Loss:0.00096469, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:12:32,018 - wikidata12k_1n - [INFO] - [Epoch:123]: Training Loss:0.0009645
2023-05-08 16:12:32,234 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 16:12:53,444 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 16:13:05,730 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 16:13:27,128 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 16:13:39,297 - wikidata12k_1n - [INFO] - [Evaluating Epoch 123 valid]:
MRR: Tail : 0.50181, Head : 0.35913, Avg : 0.43047
2023-05-08 16:13:39,297 - wikidata12k_1n - [INFO] - [Epoch 123]: Training Loss: 0.00096453, Valid MRR: 0.43146,
2023-05-08 16:13:39,939 - wikidata12k_1n - [INFO] - [E:124| 0]: Train Loss:0.00097709, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:14:42,798 - wikidata12k_1n - [INFO] - [E:124| 100]: Train Loss:0.0009661, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:15:45,603 - wikidata12k_1n - [INFO] - [E:124| 200]: Train Loss:0.0009624, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:16:48,380 - wikidata12k_1n - [INFO] - [E:124| 300]: Train Loss:0.00096238, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:17:51,092 - wikidata12k_1n - [INFO] - [E:124| 400]: Train Loss:0.00096207, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:18:53,886 - wikidata12k_1n - [INFO] - [E:124| 500]: Train Loss:0.00096196, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:19:56,653 - wikidata12k_1n - [INFO] - [E:124| 600]: Train Loss:0.00096214, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:20:59,356 - wikidata12k_1n - [INFO] - [E:124| 700]: Train Loss:0.00096217, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:22:02,098 - wikidata12k_1n - [INFO] - [E:124| 800]: Train Loss:0.00096217, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:23:04,914 - wikidata12k_1n - [INFO] - [E:124| 900]: Train Loss:0.00096227, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:24:07,676 - wikidata12k_1n - [INFO] - [E:124| 1000]: Train Loss:0.00096235, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:25:10,450 - wikidata12k_1n - [INFO] - [E:124| 1100]: Train Loss:0.00096231, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:26:13,175 - wikidata12k_1n - [INFO] - [E:124| 1200]: Train Loss:0.0009624, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:27:15,937 - wikidata12k_1n - [INFO] - [E:124| 1300]: Train Loss:0.00096247, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:28:18,710 - wikidata12k_1n - [INFO] - [E:124| 1400]: Train Loss:0.00096256, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:29:21,488 - wikidata12k_1n - [INFO] - [E:124| 1500]: Train Loss:0.00096251, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:30:24,262 - wikidata12k_1n - [INFO] - [E:124| 1600]: Train Loss:0.0009626, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:31:05,277 - wikidata12k_1n - [INFO] - [Epoch:124]: Training Loss:0.0009626
2023-05-08 16:31:05,493 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 16:31:26,698 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 16:31:39,011 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 16:32:00,453 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 16:32:12,625 - wikidata12k_1n - [INFO] - [Evaluating Epoch 124 valid]:
MRR: Tail : 0.496, Head : 0.35927, Avg : 0.42763
2023-05-08 16:32:12,626 - wikidata12k_1n - [INFO] - [Epoch 124]: Training Loss: 0.00096264, Valid MRR: 0.43146,
2023-05-08 16:32:13,268 - wikidata12k_1n - [INFO] - [E:125| 0]: Train Loss:0.00096194, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:33:16,040 - wikidata12k_1n - [INFO] - [E:125| 100]: Train Loss:0.00096131, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:34:18,819 - wikidata12k_1n - [INFO] - [E:125| 200]: Train Loss:0.00096179, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:35:21,600 - wikidata12k_1n - [INFO] - [E:125| 300]: Train Loss:0.00096159, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:36:24,384 - wikidata12k_1n - [INFO] - [E:125| 400]: Train Loss:0.00096072, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:37:27,159 - wikidata12k_1n - [INFO] - [E:125| 500]: Train Loss:0.00096158, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:38:29,886 - wikidata12k_1n - [INFO] - [E:125| 600]: Train Loss:0.00096121, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:39:32,593 - wikidata12k_1n - [INFO] - [E:125| 700]: Train Loss:0.00096145, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:40:35,373 - wikidata12k_1n - [INFO] - [E:125| 800]: Train Loss:0.00096176, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:41:38,168 - wikidata12k_1n - [INFO] - [E:125| 900]: Train Loss:0.00096146, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:42:40,941 - wikidata12k_1n - [INFO] - [E:125| 1000]: Train Loss:0.00096152, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:43:43,701 - wikidata12k_1n - [INFO] - [E:125| 1100]: Train Loss:0.00096138, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:44:46,486 - wikidata12k_1n - [INFO] - [E:125| 1200]: Train Loss:0.0009617, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:45:49,231 - wikidata12k_1n - [INFO] - [E:125| 1300]: Train Loss:0.00096178, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:46:51,904 - wikidata12k_1n - [INFO] - [E:125| 1400]: Train Loss:0.00096177, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:47:54,594 - wikidata12k_1n - [INFO] - [E:125| 1500]: Train Loss:0.00096199, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:48:57,298 - wikidata12k_1n - [INFO] - [E:125| 1600]: Train Loss:0.00096238, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:49:38,371 - wikidata12k_1n - [INFO] - [Epoch:125]: Training Loss:0.0009624
2023-05-08 16:49:38,586 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 16:49:59,827 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 16:50:12,128 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 16:50:33,535 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 16:50:45,707 - wikidata12k_1n - [INFO] - [Evaluating Epoch 125 valid]:
MRR: Tail : 0.49606, Head : 0.35044, Avg : 0.42325
2023-05-08 16:50:45,707 - wikidata12k_1n - [INFO] - [Epoch 125]: Training Loss: 0.00096238, Valid MRR: 0.43146,
2023-05-08 16:50:46,351 - wikidata12k_1n - [INFO] - [E:126| 0]: Train Loss:0.00097716, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:51:49,178 - wikidata12k_1n - [INFO] - [E:126| 100]: Train Loss:0.00096472, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:52:51,934 - wikidata12k_1n - [INFO] - [E:126| 200]: Train Loss:0.0009615, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:53:54,624 - wikidata12k_1n - [INFO] - [E:126| 300]: Train Loss:0.00096151, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:54:57,307 - wikidata12k_1n - [INFO] - [E:126| 400]: Train Loss:0.00096053, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:55:59,986 - wikidata12k_1n - [INFO] - [E:126| 500]: Train Loss:0.0009606, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:57:02,646 - wikidata12k_1n - [INFO] - [E:126| 600]: Train Loss:0.00096111, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:58:05,402 - wikidata12k_1n - [INFO] - [E:126| 700]: Train Loss:0.00096091, Val MRR:0.43146, wikidata12k_1n
2023-05-08 16:59:08,158 - wikidata12k_1n - [INFO] - [E:126| 800]: Train Loss:0.0009616, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:00:10,841 - wikidata12k_1n - [INFO] - [E:126| 900]: Train Loss:0.00096215, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:01:13,559 - wikidata12k_1n - [INFO] - [E:126| 1000]: Train Loss:0.00096209, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:02:16,249 - wikidata12k_1n - [INFO] - [E:126| 1100]: Train Loss:0.00096232, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:03:18,948 - wikidata12k_1n - [INFO] - [E:126| 1200]: Train Loss:0.0009624, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:04:21,623 - wikidata12k_1n - [INFO] - [E:126| 1300]: Train Loss:0.00096255, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:05:24,329 - wikidata12k_1n - [INFO] - [E:126| 1400]: Train Loss:0.00096219, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:06:27,102 - wikidata12k_1n - [INFO] - [E:126| 1500]: Train Loss:0.00096208, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:07:29,954 - wikidata12k_1n - [INFO] - [E:126| 1600]: Train Loss:0.00096167, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:08:10,962 - wikidata12k_1n - [INFO] - [Epoch:126]: Training Loss:0.0009619
2023-05-08 17:08:11,178 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 17:08:32,405 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 17:08:44,697 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 17:09:06,108 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 17:09:18,287 - wikidata12k_1n - [INFO] - [Evaluating Epoch 126 valid]:
MRR: Tail : 0.50038, Head : 0.32039, Avg : 0.41039
2023-05-08 17:09:18,287 - wikidata12k_1n - [INFO] - [Epoch 126]: Training Loss: 0.0009619, Valid MRR: 0.43146,
2023-05-08 17:09:18,928 - wikidata12k_1n - [INFO] - [E:127| 0]: Train Loss:0.00095821, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:10:21,725 - wikidata12k_1n - [INFO] - [E:127| 100]: Train Loss:0.00096271, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:11:24,484 - wikidata12k_1n - [INFO] - [E:127| 200]: Train Loss:0.00095951, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:12:27,282 - wikidata12k_1n - [INFO] - [E:127| 300]: Train Loss:0.00096036, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:13:29,989 - wikidata12k_1n - [INFO] - [E:127| 400]: Train Loss:0.00096031, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:14:32,660 - wikidata12k_1n - [INFO] - [E:127| 500]: Train Loss:0.00096135, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:15:35,464 - wikidata12k_1n - [INFO] - [E:127| 600]: Train Loss:0.00096145, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:16:38,269 - wikidata12k_1n - [INFO] - [E:127| 700]: Train Loss:0.00096173, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:17:41,063 - wikidata12k_1n - [INFO] - [E:127| 800]: Train Loss:0.00096203, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:18:43,910 - wikidata12k_1n - [INFO] - [E:127| 900]: Train Loss:0.00096183, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:19:46,680 - wikidata12k_1n - [INFO] - [E:127| 1000]: Train Loss:0.00096182, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:20:49,454 - wikidata12k_1n - [INFO] - [E:127| 1100]: Train Loss:0.00096159, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:21:52,116 - wikidata12k_1n - [INFO] - [E:127| 1200]: Train Loss:0.00096146, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:22:54,767 - wikidata12k_1n - [INFO] - [E:127| 1300]: Train Loss:0.00096129, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:23:57,427 - wikidata12k_1n - [INFO] - [E:127| 1400]: Train Loss:0.00096125, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:25:00,210 - wikidata12k_1n - [INFO] - [E:127| 1500]: Train Loss:0.0009614, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:26:02,955 - wikidata12k_1n - [INFO] - [E:127| 1600]: Train Loss:0.00096142, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:26:43,941 - wikidata12k_1n - [INFO] - [Epoch:127]: Training Loss:0.0009615
2023-05-08 17:26:44,156 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 17:27:05,412 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 17:27:17,699 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 17:27:39,081 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 17:27:51,258 - wikidata12k_1n - [INFO] - [Evaluating Epoch 127 valid]:
MRR: Tail : 0.49204, Head : 0.32518, Avg : 0.40861
2023-05-08 17:27:51,258 - wikidata12k_1n - [INFO] - [Epoch 127]: Training Loss: 0.00096154, Valid MRR: 0.43146,
2023-05-08 17:27:51,899 - wikidata12k_1n - [INFO] - [E:128| 0]: Train Loss:0.00092076, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:28:54,638 - wikidata12k_1n - [INFO] - [E:128| 100]: Train Loss:0.00096272, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:29:57,327 - wikidata12k_1n - [INFO] - [E:128| 200]: Train Loss:0.00096172, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:31:00,027 - wikidata12k_1n - [INFO] - [E:128| 300]: Train Loss:0.00096013, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:32:02,726 - wikidata12k_1n - [INFO] - [E:128| 400]: Train Loss:0.00095988, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:33:05,592 - wikidata12k_1n - [INFO] - [E:128| 500]: Train Loss:0.0009602, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:34:08,337 - wikidata12k_1n - [INFO] - [E:128| 600]: Train Loss:0.00096075, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:35:11,073 - wikidata12k_1n - [INFO] - [E:128| 700]: Train Loss:0.00096086, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:36:13,800 - wikidata12k_1n - [INFO] - [E:128| 800]: Train Loss:0.00096053, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:37:16,556 - wikidata12k_1n - [INFO] - [E:128| 900]: Train Loss:0.00096081, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:38:19,307 - wikidata12k_1n - [INFO] - [E:128| 1000]: Train Loss:0.00096122, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:39:22,016 - wikidata12k_1n - [INFO] - [E:128| 1100]: Train Loss:0.00096106, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:40:24,694 - wikidata12k_1n - [INFO] - [E:128| 1200]: Train Loss:0.00096107, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:41:27,357 - wikidata12k_1n - [INFO] - [E:128| 1300]: Train Loss:0.00096114, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:42:30,156 - wikidata12k_1n - [INFO] - [E:128| 1400]: Train Loss:0.00096106, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:43:32,923 - wikidata12k_1n - [INFO] - [E:128| 1500]: Train Loss:0.00096096, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:44:35,705 - wikidata12k_1n - [INFO] - [E:128| 1600]: Train Loss:0.00096096, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:45:16,737 - wikidata12k_1n - [INFO] - [Epoch:128]: Training Loss:0.0009613
2023-05-08 17:45:16,953 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 17:45:38,187 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 17:45:50,487 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 17:46:11,905 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 17:46:24,079 - wikidata12k_1n - [INFO] - [Evaluating Epoch 128 valid]:
MRR: Tail : 0.4977, Head : 0.33417, Avg : 0.41593
2023-05-08 17:46:24,079 - wikidata12k_1n - [INFO] - [Epoch 128]: Training Loss: 0.00096133, Valid MRR: 0.43146,
2023-05-08 17:46:24,723 - wikidata12k_1n - [INFO] - [E:129| 0]: Train Loss:0.0009519, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:47:27,442 - wikidata12k_1n - [INFO] - [E:129| 100]: Train Loss:0.0009615, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:48:30,125 - wikidata12k_1n - [INFO] - [E:129| 200]: Train Loss:0.00096043, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:49:32,794 - wikidata12k_1n - [INFO] - [E:129| 300]: Train Loss:0.00096066, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:50:35,570 - wikidata12k_1n - [INFO] - [E:129| 400]: Train Loss:0.00095986, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:51:38,231 - wikidata12k_1n - [INFO] - [E:129| 500]: Train Loss:0.00095978, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:52:40,908 - wikidata12k_1n - [INFO] - [E:129| 600]: Train Loss:0.00095967, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:53:43,619 - wikidata12k_1n - [INFO] - [E:129| 700]: Train Loss:0.00095955, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:54:46,298 - wikidata12k_1n - [INFO] - [E:129| 800]: Train Loss:0.00096018, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:55:48,996 - wikidata12k_1n - [INFO] - [E:129| 900]: Train Loss:0.00096049, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:56:51,675 - wikidata12k_1n - [INFO] - [E:129| 1000]: Train Loss:0.00096069, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:57:54,411 - wikidata12k_1n - [INFO] - [E:129| 1100]: Train Loss:0.00096067, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:58:57,287 - wikidata12k_1n - [INFO] - [E:129| 1200]: Train Loss:0.00096046, Val MRR:0.43146, wikidata12k_1n
2023-05-08 17:59:59,996 - wikidata12k_1n - [INFO] - [E:129| 1300]: Train Loss:0.00096054, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:01:02,690 - wikidata12k_1n - [INFO] - [E:129| 1400]: Train Loss:0.00096043, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:02:05,358 - wikidata12k_1n - [INFO] - [E:129| 1500]: Train Loss:0.00096053, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:03:08,109 - wikidata12k_1n - [INFO] - [E:129| 1600]: Train Loss:0.00096048, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:03:49,166 - wikidata12k_1n - [INFO] - [Epoch:129]: Training Loss:0.0009609
2023-05-08 18:03:49,382 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 18:04:10,623 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 18:04:22,920 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 18:04:44,325 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 18:04:56,503 - wikidata12k_1n - [INFO] - [Evaluating Epoch 129 valid]:
MRR: Tail : 0.50022, Head : 0.35761, Avg : 0.42892
MR: Tail : 664.89, Head : 713.6, Avg : 689.25
Hit-1: Tail : 0.41147, Head : 0.25747, Avg : 0.33447
Hit-3: Tail : 0.55102, Head : 0.40588, Avg : 0.47845
Hit-10: Tail : 0.66479, Head : 0.56359, Avg : 0.61419
2023-05-08 18:04:56,503 - wikidata12k_1n - [INFO] - [Epoch 129]: Training Loss: 0.00096089, Valid MRR: 0.43146,
2023-05-08 18:04:57,146 - wikidata12k_1n - [INFO] - [E:130| 0]: Train Loss:0.0009266, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:05:59,927 - wikidata12k_1n - [INFO] - [E:130| 100]: Train Loss:0.00095487, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:07:02,691 - wikidata12k_1n - [INFO] - [E:130| 200]: Train Loss:0.00095533, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:08:05,559 - wikidata12k_1n - [INFO] - [E:130| 300]: Train Loss:0.00095732, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:09:08,314 - wikidata12k_1n - [INFO] - [E:130| 400]: Train Loss:0.00095941, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:10:11,072 - wikidata12k_1n - [INFO] - [E:130| 500]: Train Loss:0.0009592, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:11:13,839 - wikidata12k_1n - [INFO] - [E:130| 600]: Train Loss:0.00096008, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:12:16,621 - wikidata12k_1n - [INFO] - [E:130| 700]: Train Loss:0.00095981, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:13:19,375 - wikidata12k_1n - [INFO] - [E:130| 800]: Train Loss:0.00096032, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:14:22,155 - wikidata12k_1n - [INFO] - [E:130| 900]: Train Loss:0.00095989, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:15:24,923 - wikidata12k_1n - [INFO] - [E:130| 1000]: Train Loss:0.00095965, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:16:27,742 - wikidata12k_1n - [INFO] - [E:130| 1100]: Train Loss:0.0009597, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:17:30,439 - wikidata12k_1n - [INFO] - [E:130| 1200]: Train Loss:0.00095969, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:18:33,166 - wikidata12k_1n - [INFO] - [E:130| 1300]: Train Loss:0.00095971, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:19:35,854 - wikidata12k_1n - [INFO] - [E:130| 1400]: Train Loss:0.00095997, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:20:38,532 - wikidata12k_1n - [INFO] - [E:130| 1500]: Train Loss:0.00096005, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:21:41,210 - wikidata12k_1n - [INFO] - [E:130| 1600]: Train Loss:0.00096022, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:22:22,158 - wikidata12k_1n - [INFO] - [Epoch:130]: Training Loss:0.0009601
2023-05-08 18:22:22,372 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 18:22:43,586 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 18:22:55,873 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 18:23:17,246 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 18:23:29,405 - wikidata12k_1n - [INFO] - [Evaluating Epoch 130 valid]:
MRR: Tail : 0.49582, Head : 0.3586, Avg : 0.42721
2023-05-08 18:23:29,405 - wikidata12k_1n - [INFO] - [Epoch 130]: Training Loss: 0.00096009, Valid MRR: 0.43146,
2023-05-08 18:23:30,047 - wikidata12k_1n - [INFO] - [E:131| 0]: Train Loss:0.00094797, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:24:32,724 - wikidata12k_1n - [INFO] - [E:131| 100]: Train Loss:0.00095842, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:25:35,505 - wikidata12k_1n - [INFO] - [E:131| 200]: Train Loss:0.00095973, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:26:38,268 - wikidata12k_1n - [INFO] - [E:131| 300]: Train Loss:0.0009583, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:27:40,988 - wikidata12k_1n - [INFO] - [E:131| 400]: Train Loss:0.00095872, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:28:43,764 - wikidata12k_1n - [INFO] - [E:131| 500]: Train Loss:0.00095956, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:29:46,596 - wikidata12k_1n - [INFO] - [E:131| 600]: Train Loss:0.00095979, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:30:49,389 - wikidata12k_1n - [INFO] - [E:131| 700]: Train Loss:0.00095913, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:31:52,157 - wikidata12k_1n - [INFO] - [E:131| 800]: Train Loss:0.00095922, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:32:54,920 - wikidata12k_1n - [INFO] - [E:131| 900]: Train Loss:0.00095972, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:33:57,804 - wikidata12k_1n - [INFO] - [E:131| 1000]: Train Loss:0.00095991, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:35:00,609 - wikidata12k_1n - [INFO] - [E:131| 1100]: Train Loss:0.0009601, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:36:03,355 - wikidata12k_1n - [INFO] - [E:131| 1200]: Train Loss:0.00095997, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:37:06,075 - wikidata12k_1n - [INFO] - [E:131| 1300]: Train Loss:0.00095979, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:38:08,844 - wikidata12k_1n - [INFO] - [E:131| 1400]: Train Loss:0.00095994, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:39:11,549 - wikidata12k_1n - [INFO] - [E:131| 1500]: Train Loss:0.00095992, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:40:14,207 - wikidata12k_1n - [INFO] - [E:131| 1600]: Train Loss:0.0009597, Val MRR:0.43146, wikidata12k_1n
2023-05-08 18:40:55,163 - wikidata12k_1n - [INFO] - [Epoch:131]: Training Loss:0.0009596
2023-05-08 18:40:55,377 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 18:41:16,587 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 18:41:28,864 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 18:41:50,238 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 18:42:02,411 - wikidata12k_1n - [INFO] - [Evaluating Epoch 131 valid]:
MRR: Tail : 0.49959, Head : 0.36722, Avg : 0.43341
2023-05-08 18:42:03,307 - wikidata12k_1n - [INFO] - [Epoch 131]: Training Loss: 0.00095964, Valid MRR: 0.43341,
2023-05-08 18:42:03,958 - wikidata12k_1n - [INFO] - [E:132| 0]: Train Loss:0.00093199, Val MRR:0.43341, wikidata12k_1n
2023-05-08 18:43:06,824 - wikidata12k_1n - [INFO] - [E:132| 100]: Train Loss:0.00095736, Val MRR:0.43341, wikidata12k_1n
2023-05-08 18:44:09,611 - wikidata12k_1n - [INFO] - [E:132| 200]: Train Loss:0.00095787, Val MRR:0.43341, wikidata12k_1n
2023-05-08 18:45:12,387 - wikidata12k_1n - [INFO] - [E:132| 300]: Train Loss:0.00095838, Val MRR:0.43341, wikidata12k_1n
2023-05-08 18:46:15,115 - wikidata12k_1n - [INFO] - [E:132| 400]: Train Loss:0.00095942, Val MRR:0.43341, wikidata12k_1n
2023-05-08 18:47:17,798 - wikidata12k_1n - [INFO] - [E:132| 500]: Train Loss:0.00095939, Val MRR:0.43341, wikidata12k_1n
2023-05-08 18:48:20,483 - wikidata12k_1n - [INFO] - [E:132| 600]: Train Loss:0.00095891, Val MRR:0.43341, wikidata12k_1n
2023-05-08 18:49:23,210 - wikidata12k_1n - [INFO] - [E:132| 700]: Train Loss:0.00095879, Val MRR:0.43341, wikidata12k_1n
2023-05-08 18:50:25,908 - wikidata12k_1n - [INFO] - [E:132| 800]: Train Loss:0.00095892, Val MRR:0.43341, wikidata12k_1n
2023-05-08 18:51:28,767 - wikidata12k_1n - [INFO] - [E:132| 900]: Train Loss:0.00095884, Val MRR:0.43341, wikidata12k_1n
2023-05-08 18:52:31,507 - wikidata12k_1n - [INFO] - [E:132| 1000]: Train Loss:0.000959, Val MRR:0.43341, wikidata12k_1n
2023-05-08 18:53:34,228 - wikidata12k_1n - [INFO] - [E:132| 1100]: Train Loss:0.00095888, Val MRR:0.43341, wikidata12k_1n
2023-05-08 18:54:37,033 - wikidata12k_1n - [INFO] - [E:132| 1200]: Train Loss:0.00095887, Val MRR:0.43341, wikidata12k_1n
2023-05-08 18:55:39,826 - wikidata12k_1n - [INFO] - [E:132| 1300]: Train Loss:0.000959, Val MRR:0.43341, wikidata12k_1n
2023-05-08 18:56:42,654 - wikidata12k_1n - [INFO] - [E:132| 1400]: Train Loss:0.00095898, Val MRR:0.43341, wikidata12k_1n
2023-05-08 18:57:45,300 - wikidata12k_1n - [INFO] - [E:132| 1500]: Train Loss:0.0009591, Val MRR:0.43341, wikidata12k_1n
2023-05-08 18:58:47,952 - wikidata12k_1n - [INFO] - [E:132| 1600]: Train Loss:0.000959, Val MRR:0.43341, wikidata12k_1n
2023-05-08 18:59:28,922 - wikidata12k_1n - [INFO] - [Epoch:132]: Training Loss:0.0009591
2023-05-08 18:59:29,136 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 18:59:50,391 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 19:00:02,734 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 19:00:24,133 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 19:00:36,298 - wikidata12k_1n - [INFO] - [Evaluating Epoch 132 valid]:
MRR: Tail : 0.49843, Head : 0.33853, Avg : 0.41848
2023-05-08 19:00:36,298 - wikidata12k_1n - [INFO] - [Epoch 132]: Training Loss: 0.00095908, Valid MRR: 0.43341,
2023-05-08 19:00:36,943 - wikidata12k_1n - [INFO] - [E:133| 0]: Train Loss:0.0009542, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:01:39,692 - wikidata12k_1n - [INFO] - [E:133| 100]: Train Loss:0.00095729, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:02:42,426 - wikidata12k_1n - [INFO] - [E:133| 200]: Train Loss:0.00095597, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:03:45,159 - wikidata12k_1n - [INFO] - [E:133| 300]: Train Loss:0.0009558, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:04:47,929 - wikidata12k_1n - [INFO] - [E:133| 400]: Train Loss:0.00095573, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:05:50,717 - wikidata12k_1n - [INFO] - [E:133| 500]: Train Loss:0.00095579, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:06:53,453 - wikidata12k_1n - [INFO] - [E:133| 600]: Train Loss:0.00095598, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:07:56,212 - wikidata12k_1n - [INFO] - [E:133| 700]: Train Loss:0.00095715, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:08:59,011 - wikidata12k_1n - [INFO] - [E:133| 800]: Train Loss:0.00095761, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:10:01,663 - wikidata12k_1n - [INFO] - [E:133| 900]: Train Loss:0.00095762, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:11:04,391 - wikidata12k_1n - [INFO] - [E:133| 1000]: Train Loss:0.00095748, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:12:07,068 - wikidata12k_1n - [INFO] - [E:133| 1100]: Train Loss:0.00095781, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:13:09,728 - wikidata12k_1n - [INFO] - [E:133| 1200]: Train Loss:0.00095811, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:14:12,448 - wikidata12k_1n - [INFO] - [E:133| 1300]: Train Loss:0.00095809, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:15:15,171 - wikidata12k_1n - [INFO] - [E:133| 1400]: Train Loss:0.00095849, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:16:17,877 - wikidata12k_1n - [INFO] - [E:133| 1500]: Train Loss:0.00095875, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:17:20,634 - wikidata12k_1n - [INFO] - [E:133| 1600]: Train Loss:0.00095878, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:18:01,653 - wikidata12k_1n - [INFO] - [Epoch:133]: Training Loss:0.0009589
2023-05-08 19:18:01,869 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 19:18:23,101 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 19:18:35,389 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 19:18:56,795 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 19:19:08,959 - wikidata12k_1n - [INFO] - [Evaluating Epoch 133 valid]:
MRR: Tail : 0.49755, Head : 0.35788, Avg : 0.42772
2023-05-08 19:19:08,959 - wikidata12k_1n - [INFO] - [Epoch 133]: Training Loss: 0.00095887, Valid MRR: 0.43341,
2023-05-08 19:19:09,603 - wikidata12k_1n - [INFO] - [E:134| 0]: Train Loss:0.00094413, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:20:12,354 - wikidata12k_1n - [INFO] - [E:134| 100]: Train Loss:0.00095841, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:21:15,096 - wikidata12k_1n - [INFO] - [E:134| 200]: Train Loss:0.000958, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:22:17,821 - wikidata12k_1n - [INFO] - [E:134| 300]: Train Loss:0.00095759, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:23:20,561 - wikidata12k_1n - [INFO] - [E:134| 400]: Train Loss:0.00095748, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:24:23,297 - wikidata12k_1n - [INFO] - [E:134| 500]: Train Loss:0.0009574, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:25:26,078 - wikidata12k_1n - [INFO] - [E:134| 600]: Train Loss:0.00095743, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:26:28,935 - wikidata12k_1n - [INFO] - [E:134| 700]: Train Loss:0.00095738, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:27:31,600 - wikidata12k_1n - [INFO] - [E:134| 800]: Train Loss:0.00095784, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:28:34,288 - wikidata12k_1n - [INFO] - [E:134| 900]: Train Loss:0.00095815, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:29:37,082 - wikidata12k_1n - [INFO] - [E:134| 1000]: Train Loss:0.00095825, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:30:39,890 - wikidata12k_1n - [INFO] - [E:134| 1100]: Train Loss:0.00095836, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:31:42,688 - wikidata12k_1n - [INFO] - [E:134| 1200]: Train Loss:0.00095848, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:32:45,506 - wikidata12k_1n - [INFO] - [E:134| 1300]: Train Loss:0.00095853, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:33:48,292 - wikidata12k_1n - [INFO] - [E:134| 1400]: Train Loss:0.00095832, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:34:51,120 - wikidata12k_1n - [INFO] - [E:134| 1500]: Train Loss:0.00095828, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:35:53,791 - wikidata12k_1n - [INFO] - [E:134| 1600]: Train Loss:0.00095871, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:36:34,745 - wikidata12k_1n - [INFO] - [Epoch:134]: Training Loss:0.0009585
2023-05-08 19:36:34,960 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 19:36:56,194 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 19:37:08,482 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 19:37:29,872 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 19:37:42,036 - wikidata12k_1n - [INFO] - [Evaluating Epoch 134 valid]:
MRR: Tail : 0.49233, Head : 0.3427, Avg : 0.41751
2023-05-08 19:37:42,036 - wikidata12k_1n - [INFO] - [Epoch 134]: Training Loss: 0.00095848, Valid MRR: 0.43341,
2023-05-08 19:37:42,679 - wikidata12k_1n - [INFO] - [E:135| 0]: Train Loss:0.00094731, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:38:45,376 - wikidata12k_1n - [INFO] - [E:135| 100]: Train Loss:0.00095629, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:39:48,149 - wikidata12k_1n - [INFO] - [E:135| 200]: Train Loss:0.00095571, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:40:50,897 - wikidata12k_1n - [INFO] - [E:135| 300]: Train Loss:0.00095611, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:41:53,608 - wikidata12k_1n - [INFO] - [E:135| 400]: Train Loss:0.00095662, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:42:56,294 - wikidata12k_1n - [INFO] - [E:135| 500]: Train Loss:0.00095609, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:43:59,127 - wikidata12k_1n - [INFO] - [E:135| 600]: Train Loss:0.00095682, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:45:01,865 - wikidata12k_1n - [INFO] - [E:135| 700]: Train Loss:0.00095703, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:46:04,520 - wikidata12k_1n - [INFO] - [E:135| 800]: Train Loss:0.00095727, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:47:07,168 - wikidata12k_1n - [INFO] - [E:135| 900]: Train Loss:0.00095723, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:48:09,841 - wikidata12k_1n - [INFO] - [E:135| 1000]: Train Loss:0.00095721, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:49:12,530 - wikidata12k_1n - [INFO] - [E:135| 1100]: Train Loss:0.00095696, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:50:15,231 - wikidata12k_1n - [INFO] - [E:135| 1200]: Train Loss:0.00095748, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:51:17,940 - wikidata12k_1n - [INFO] - [E:135| 1300]: Train Loss:0.00095749, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:52:20,680 - wikidata12k_1n - [INFO] - [E:135| 1400]: Train Loss:0.00095735, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:53:23,370 - wikidata12k_1n - [INFO] - [E:135| 1500]: Train Loss:0.00095749, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:54:26,114 - wikidata12k_1n - [INFO] - [E:135| 1600]: Train Loss:0.00095771, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:55:07,122 - wikidata12k_1n - [INFO] - [Epoch:135]: Training Loss:0.0009578
2023-05-08 19:55:07,336 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 19:55:28,564 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 19:55:40,864 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 19:56:02,272 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 19:56:14,438 - wikidata12k_1n - [INFO] - [Evaluating Epoch 135 valid]:
MRR: Tail : 0.49853, Head : 0.33852, Avg : 0.41852
2023-05-08 19:56:14,438 - wikidata12k_1n - [INFO] - [Epoch 135]: Training Loss: 0.00095784, Valid MRR: 0.43341,
2023-05-08 19:56:15,079 - wikidata12k_1n - [INFO] - [E:136| 0]: Train Loss:0.0009598, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:57:17,791 - wikidata12k_1n - [INFO] - [E:136| 100]: Train Loss:0.00096003, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:58:20,469 - wikidata12k_1n - [INFO] - [E:136| 200]: Train Loss:0.00095723, Val MRR:0.43341, wikidata12k_1n
2023-05-08 19:59:23,146 - wikidata12k_1n - [INFO] - [E:136| 300]: Train Loss:0.0009574, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:00:25,940 - wikidata12k_1n - [INFO] - [E:136| 400]: Train Loss:0.00095731, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:01:28,741 - wikidata12k_1n - [INFO] - [E:136| 500]: Train Loss:0.00095699, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:02:31,538 - wikidata12k_1n - [INFO] - [E:136| 600]: Train Loss:0.00095719, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:03:34,308 - wikidata12k_1n - [INFO] - [E:136| 700]: Train Loss:0.00095679, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:04:37,104 - wikidata12k_1n - [INFO] - [E:136| 800]: Train Loss:0.00095689, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:05:39,878 - wikidata12k_1n - [INFO] - [E:136| 900]: Train Loss:0.00095702, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:06:42,669 - wikidata12k_1n - [INFO] - [E:136| 1000]: Train Loss:0.00095724, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:07:45,427 - wikidata12k_1n - [INFO] - [E:136| 1100]: Train Loss:0.00095706, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:08:48,093 - wikidata12k_1n - [INFO] - [E:136| 1200]: Train Loss:0.00095724, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:09:50,948 - wikidata12k_1n - [INFO] - [E:136| 1300]: Train Loss:0.00095737, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:10:53,741 - wikidata12k_1n - [INFO] - [E:136| 1400]: Train Loss:0.00095753, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:11:56,557 - wikidata12k_1n - [INFO] - [E:136| 1500]: Train Loss:0.0009578, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:12:59,375 - wikidata12k_1n - [INFO] - [E:136| 1600]: Train Loss:0.00095772, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:13:40,383 - wikidata12k_1n - [INFO] - [Epoch:136]: Training Loss:0.0009576
2023-05-08 20:13:40,597 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 20:14:01,810 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 20:14:14,082 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 20:14:35,449 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 20:14:47,615 - wikidata12k_1n - [INFO] - [Evaluating Epoch 136 valid]:
MRR: Tail : 0.4926, Head : 0.37, Avg : 0.4313
2023-05-08 20:14:47,615 - wikidata12k_1n - [INFO] - [Epoch 136]: Training Loss: 0.00095764, Valid MRR: 0.43341,
2023-05-08 20:14:48,254 - wikidata12k_1n - [INFO] - [E:137| 0]: Train Loss:0.00094444, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:15:50,929 - wikidata12k_1n - [INFO] - [E:137| 100]: Train Loss:0.0009526, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:16:53,624 - wikidata12k_1n - [INFO] - [E:137| 200]: Train Loss:0.00095373, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:17:56,370 - wikidata12k_1n - [INFO] - [E:137| 300]: Train Loss:0.0009537, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:18:59,139 - wikidata12k_1n - [INFO] - [E:137| 400]: Train Loss:0.00095472, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:20:01,852 - wikidata12k_1n - [INFO] - [E:137| 500]: Train Loss:0.00095381, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:21:04,546 - wikidata12k_1n - [INFO] - [E:137| 600]: Train Loss:0.00095433, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:22:07,195 - wikidata12k_1n - [INFO] - [E:137| 700]: Train Loss:0.00095453, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:23:09,916 - wikidata12k_1n - [INFO] - [E:137| 800]: Train Loss:0.00095562, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:24:12,732 - wikidata12k_1n - [INFO] - [E:137| 900]: Train Loss:0.00095607, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:25:15,517 - wikidata12k_1n - [INFO] - [E:137| 1000]: Train Loss:0.00095595, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:26:18,325 - wikidata12k_1n - [INFO] - [E:137| 1100]: Train Loss:0.00095587, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:27:21,129 - wikidata12k_1n - [INFO] - [E:137| 1200]: Train Loss:0.00095613, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:28:23,874 - wikidata12k_1n - [INFO] - [E:137| 1300]: Train Loss:0.00095635, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:29:26,532 - wikidata12k_1n - [INFO] - [E:137| 1400]: Train Loss:0.00095648, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:30:29,238 - wikidata12k_1n - [INFO] - [E:137| 1500]: Train Loss:0.00095663, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:31:31,910 - wikidata12k_1n - [INFO] - [E:137| 1600]: Train Loss:0.00095692, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:32:12,859 - wikidata12k_1n - [INFO] - [Epoch:137]: Training Loss:0.0009569
2023-05-08 20:32:13,073 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 20:32:34,283 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 20:32:46,595 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 20:33:07,975 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 20:33:20,134 - wikidata12k_1n - [INFO] - [Evaluating Epoch 137 valid]:
MRR: Tail : 0.49875, Head : 0.31033, Avg : 0.40454
2023-05-08 20:33:20,134 - wikidata12k_1n - [INFO] - [Epoch 137]: Training Loss: 0.00095685, Valid MRR: 0.43341,
2023-05-08 20:33:20,776 - wikidata12k_1n - [INFO] - [E:138| 0]: Train Loss:0.00094569, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:34:23,483 - wikidata12k_1n - [INFO] - [E:138| 100]: Train Loss:0.00095699, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:35:26,179 - wikidata12k_1n - [INFO] - [E:138| 200]: Train Loss:0.00095631, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:36:28,974 - wikidata12k_1n - [INFO] - [E:138| 300]: Train Loss:0.00095506, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:37:31,737 - wikidata12k_1n - [INFO] - [E:138| 400]: Train Loss:0.00095493, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:38:34,519 - wikidata12k_1n - [INFO] - [E:138| 500]: Train Loss:0.00095498, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:39:37,284 - wikidata12k_1n - [INFO] - [E:138| 600]: Train Loss:0.00095575, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:40:39,963 - wikidata12k_1n - [INFO] - [E:138| 700]: Train Loss:0.00095542, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:41:42,671 - wikidata12k_1n - [INFO] - [E:138| 800]: Train Loss:0.00095552, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:42:45,359 - wikidata12k_1n - [INFO] - [E:138| 900]: Train Loss:0.00095571, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:43:48,047 - wikidata12k_1n - [INFO] - [E:138| 1000]: Train Loss:0.00095655, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:44:50,807 - wikidata12k_1n - [INFO] - [E:138| 1100]: Train Loss:0.00095651, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:45:53,550 - wikidata12k_1n - [INFO] - [E:138| 1200]: Train Loss:0.0009567, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:46:56,350 - wikidata12k_1n - [INFO] - [E:138| 1300]: Train Loss:0.00095696, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:47:59,112 - wikidata12k_1n - [INFO] - [E:138| 1400]: Train Loss:0.00095705, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:49:01,840 - wikidata12k_1n - [INFO] - [E:138| 1500]: Train Loss:0.00095681, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:50:04,563 - wikidata12k_1n - [INFO] - [E:138| 1600]: Train Loss:0.00095672, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:50:45,515 - wikidata12k_1n - [INFO] - [Epoch:138]: Training Loss:0.0009567
2023-05-08 20:50:45,730 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 20:51:06,949 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 20:51:19,232 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 20:51:40,622 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 20:51:52,792 - wikidata12k_1n - [INFO] - [Evaluating Epoch 138 valid]:
MRR: Tail : 0.49235, Head : 0.3521, Avg : 0.42222
2023-05-08 20:51:52,793 - wikidata12k_1n - [INFO] - [Epoch 138]: Training Loss: 0.0009567, Valid MRR: 0.43341,
2023-05-08 20:51:53,433 - wikidata12k_1n - [INFO] - [E:139| 0]: Train Loss:0.00094208, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:52:56,221 - wikidata12k_1n - [INFO] - [E:139| 100]: Train Loss:0.00095677, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:53:58,911 - wikidata12k_1n - [INFO] - [E:139| 200]: Train Loss:0.00095632, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:55:01,598 - wikidata12k_1n - [INFO] - [E:139| 300]: Train Loss:0.0009552, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:56:04,272 - wikidata12k_1n - [INFO] - [E:139| 400]: Train Loss:0.00095477, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:57:06,948 - wikidata12k_1n - [INFO] - [E:139| 500]: Train Loss:0.0009541, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:58:09,661 - wikidata12k_1n - [INFO] - [E:139| 600]: Train Loss:0.00095466, Val MRR:0.43341, wikidata12k_1n
2023-05-08 20:59:12,393 - wikidata12k_1n - [INFO] - [E:139| 700]: Train Loss:0.00095462, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:00:15,111 - wikidata12k_1n - [INFO] - [E:139| 800]: Train Loss:0.0009544, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:01:17,917 - wikidata12k_1n - [INFO] - [E:139| 900]: Train Loss:0.00095473, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:02:20,703 - wikidata12k_1n - [INFO] - [E:139| 1000]: Train Loss:0.00095451, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:03:23,381 - wikidata12k_1n - [INFO] - [E:139| 1100]: Train Loss:0.00095496, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:04:26,109 - wikidata12k_1n - [INFO] - [E:139| 1200]: Train Loss:0.00095558, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:05:28,778 - wikidata12k_1n - [INFO] - [E:139| 1300]: Train Loss:0.00095581, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:06:31,466 - wikidata12k_1n - [INFO] - [E:139| 1400]: Train Loss:0.0009561, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:07:34,195 - wikidata12k_1n - [INFO] - [E:139| 1500]: Train Loss:0.00095607, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:08:36,886 - wikidata12k_1n - [INFO] - [E:139| 1600]: Train Loss:0.00095617, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:09:17,849 - wikidata12k_1n - [INFO] - [Epoch:139]: Training Loss:0.0009563
2023-05-08 21:09:18,063 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 21:09:39,293 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 21:09:51,578 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 21:10:13,038 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 21:10:25,200 - wikidata12k_1n - [INFO] - [Evaluating Epoch 139 valid]:
MRR: Tail : 0.49899, Head : 0.35675, Avg : 0.42787
MR: Tail : 669.08, Head : 727.89, Avg : 698.48
Hit-1: Tail : 0.40944, Head : 0.25327, Avg : 0.33135
Hit-3: Tail : 0.54855, Head : 0.41553, Avg : 0.48204
Hit-10: Tail : 0.66939, Head : 0.55918, Avg : 0.61429
2023-05-08 21:10:25,200 - wikidata12k_1n - [INFO] - [Epoch 139]: Training Loss: 0.00095635, Valid MRR: 0.43341,
2023-05-08 21:10:25,842 - wikidata12k_1n - [INFO] - [E:140| 0]: Train Loss:0.00094575, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:11:28,585 - wikidata12k_1n - [INFO] - [E:140| 100]: Train Loss:0.00095305, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:12:31,386 - wikidata12k_1n - [INFO] - [E:140| 200]: Train Loss:0.00095173, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:13:34,170 - wikidata12k_1n - [INFO] - [E:140| 300]: Train Loss:0.00095322, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:14:36,900 - wikidata12k_1n - [INFO] - [E:140| 400]: Train Loss:0.00095377, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:15:39,624 - wikidata12k_1n - [INFO] - [E:140| 500]: Train Loss:0.00095497, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:16:42,309 - wikidata12k_1n - [INFO] - [E:140| 600]: Train Loss:0.00095489, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:17:44,993 - wikidata12k_1n - [INFO] - [E:140| 700]: Train Loss:0.00095496, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:18:47,742 - wikidata12k_1n - [INFO] - [E:140| 800]: Train Loss:0.00095554, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:19:50,596 - wikidata12k_1n - [INFO] - [E:140| 900]: Train Loss:0.00095589, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:20:53,431 - wikidata12k_1n - [INFO] - [E:140| 1000]: Train Loss:0.00095564, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:21:56,148 - wikidata12k_1n - [INFO] - [E:140| 1100]: Train Loss:0.00095528, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:22:58,927 - wikidata12k_1n - [INFO] - [E:140| 1200]: Train Loss:0.00095564, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:24:01,690 - wikidata12k_1n - [INFO] - [E:140| 1300]: Train Loss:0.00095577, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:25:04,462 - wikidata12k_1n - [INFO] - [E:140| 1400]: Train Loss:0.0009561, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:26:07,171 - wikidata12k_1n - [INFO] - [E:140| 1500]: Train Loss:0.000956, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:27:09,845 - wikidata12k_1n - [INFO] - [E:140| 1600]: Train Loss:0.00095615, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:27:50,926 - wikidata12k_1n - [INFO] - [Epoch:140]: Training Loss:0.0009562
2023-05-08 21:27:51,142 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 21:28:12,377 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 21:28:24,669 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 21:28:46,088 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 21:28:58,259 - wikidata12k_1n - [INFO] - [Evaluating Epoch 140 valid]:
MRR: Tail : 0.49731, Head : 0.33475, Avg : 0.41603
2023-05-08 21:28:58,259 - wikidata12k_1n - [INFO] - [Epoch 140]: Training Loss: 0.00095619, Valid MRR: 0.43341,
2023-05-08 21:28:58,902 - wikidata12k_1n - [INFO] - [E:141| 0]: Train Loss:0.00094404, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:30:01,673 - wikidata12k_1n - [INFO] - [E:141| 100]: Train Loss:0.0009549, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:31:04,464 - wikidata12k_1n - [INFO] - [E:141| 200]: Train Loss:0.00095606, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:32:07,159 - wikidata12k_1n - [INFO] - [E:141| 300]: Train Loss:0.00095551, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:33:09,868 - wikidata12k_1n - [INFO] - [E:141| 400]: Train Loss:0.00095451, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:34:12,586 - wikidata12k_1n - [INFO] - [E:141| 500]: Train Loss:0.00095579, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:35:15,292 - wikidata12k_1n - [INFO] - [E:141| 600]: Train Loss:0.00095491, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:36:18,156 - wikidata12k_1n - [INFO] - [E:141| 700]: Train Loss:0.00095496, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:37:20,906 - wikidata12k_1n - [INFO] - [E:141| 800]: Train Loss:0.00095491, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:38:23,558 - wikidata12k_1n - [INFO] - [E:141| 900]: Train Loss:0.00095524, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:39:26,229 - wikidata12k_1n - [INFO] - [E:141| 1000]: Train Loss:0.00095544, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:40:28,938 - wikidata12k_1n - [INFO] - [E:141| 1100]: Train Loss:0.00095548, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:41:31,606 - wikidata12k_1n - [INFO] - [E:141| 1200]: Train Loss:0.00095553, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:42:34,300 - wikidata12k_1n - [INFO] - [E:141| 1300]: Train Loss:0.00095558, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:43:37,001 - wikidata12k_1n - [INFO] - [E:141| 1400]: Train Loss:0.00095585, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:44:39,674 - wikidata12k_1n - [INFO] - [E:141| 1500]: Train Loss:0.00095579, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:45:42,468 - wikidata12k_1n - [INFO] - [E:141| 1600]: Train Loss:0.00095572, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:46:23,505 - wikidata12k_1n - [INFO] - [Epoch:141]: Training Loss:0.0009557
2023-05-08 21:46:23,719 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 21:46:44,956 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 21:46:57,242 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 21:47:18,635 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 21:47:30,801 - wikidata12k_1n - [INFO] - [Evaluating Epoch 141 valid]:
MRR: Tail : 0.49732, Head : 0.3605, Avg : 0.42891
2023-05-08 21:47:30,801 - wikidata12k_1n - [INFO] - [Epoch 141]: Training Loss: 0.00095569, Valid MRR: 0.43341,
2023-05-08 21:47:31,443 - wikidata12k_1n - [INFO] - [E:142| 0]: Train Loss:0.0009476, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:48:34,204 - wikidata12k_1n - [INFO] - [E:142| 100]: Train Loss:0.00095617, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:49:36,986 - wikidata12k_1n - [INFO] - [E:142| 200]: Train Loss:0.00095608, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:50:39,753 - wikidata12k_1n - [INFO] - [E:142| 300]: Train Loss:0.00095503, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:51:42,454 - wikidata12k_1n - [INFO] - [E:142| 400]: Train Loss:0.00095471, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:52:45,139 - wikidata12k_1n - [INFO] - [E:142| 500]: Train Loss:0.00095404, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:53:47,899 - wikidata12k_1n - [INFO] - [E:142| 600]: Train Loss:0.00095418, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:54:50,589 - wikidata12k_1n - [INFO] - [E:142| 700]: Train Loss:0.00095445, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:55:53,287 - wikidata12k_1n - [INFO] - [E:142| 800]: Train Loss:0.00095464, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:56:56,088 - wikidata12k_1n - [INFO] - [E:142| 900]: Train Loss:0.00095482, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:57:58,903 - wikidata12k_1n - [INFO] - [E:142| 1000]: Train Loss:0.00095486, Val MRR:0.43341, wikidata12k_1n
2023-05-08 21:59:01,616 - wikidata12k_1n - [INFO] - [E:142| 1100]: Train Loss:0.00095486, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:00:04,429 - wikidata12k_1n - [INFO] - [E:142| 1200]: Train Loss:0.00095497, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:01:07,221 - wikidata12k_1n - [INFO] - [E:142| 1300]: Train Loss:0.00095489, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:02:09,993 - wikidata12k_1n - [INFO] - [E:142| 1400]: Train Loss:0.00095493, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:03:12,778 - wikidata12k_1n - [INFO] - [E:142| 1500]: Train Loss:0.00095501, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:04:15,473 - wikidata12k_1n - [INFO] - [E:142| 1600]: Train Loss:0.00095507, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:04:56,443 - wikidata12k_1n - [INFO] - [Epoch:142]: Training Loss:0.000955
2023-05-08 22:04:56,657 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 22:05:17,869 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 22:05:30,157 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 22:05:51,549 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 22:06:03,713 - wikidata12k_1n - [INFO] - [Evaluating Epoch 142 valid]:
MRR: Tail : 0.49487, Head : 0.36833, Avg : 0.4316
2023-05-08 22:06:03,713 - wikidata12k_1n - [INFO] - [Epoch 142]: Training Loss: 0.00095505, Valid MRR: 0.43341,
2023-05-08 22:06:04,355 - wikidata12k_1n - [INFO] - [E:143| 0]: Train Loss:0.00096679, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:07:07,043 - wikidata12k_1n - [INFO] - [E:143| 100]: Train Loss:0.00095676, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:08:09,733 - wikidata12k_1n - [INFO] - [E:143| 200]: Train Loss:0.00095552, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:09:12,490 - wikidata12k_1n - [INFO] - [E:143| 300]: Train Loss:0.00095483, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:10:15,157 - wikidata12k_1n - [INFO] - [E:143| 400]: Train Loss:0.00095438, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:11:17,976 - wikidata12k_1n - [INFO] - [E:143| 500]: Train Loss:0.00095382, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:12:20,778 - wikidata12k_1n - [INFO] - [E:143| 600]: Train Loss:0.00095358, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:13:23,511 - wikidata12k_1n - [INFO] - [E:143| 700]: Train Loss:0.00095353, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:14:26,173 - wikidata12k_1n - [INFO] - [E:143| 800]: Train Loss:0.00095403, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:15:28,830 - wikidata12k_1n - [INFO] - [E:143| 900]: Train Loss:0.00095384, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:16:31,579 - wikidata12k_1n - [INFO] - [E:143| 1000]: Train Loss:0.0009537, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:17:34,402 - wikidata12k_1n - [INFO] - [E:143| 1100]: Train Loss:0.00095378, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:18:37,191 - wikidata12k_1n - [INFO] - [E:143| 1200]: Train Loss:0.00095395, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:19:39,963 - wikidata12k_1n - [INFO] - [E:143| 1300]: Train Loss:0.00095394, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:20:42,775 - wikidata12k_1n - [INFO] - [E:143| 1400]: Train Loss:0.000954, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:21:45,491 - wikidata12k_1n - [INFO] - [E:143| 1500]: Train Loss:0.00095423, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:22:48,168 - wikidata12k_1n - [INFO] - [E:143| 1600]: Train Loss:0.00095451, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:23:29,113 - wikidata12k_1n - [INFO] - [Epoch:143]: Training Loss:0.0009546
2023-05-08 22:23:29,330 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 22:23:50,548 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 22:24:02,831 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 22:24:24,217 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 22:24:36,388 - wikidata12k_1n - [INFO] - [Evaluating Epoch 143 valid]:
MRR: Tail : 0.50144, Head : 0.32245, Avg : 0.41195
2023-05-08 22:24:36,388 - wikidata12k_1n - [INFO] - [Epoch 143]: Training Loss: 0.00095463, Valid MRR: 0.43341,
2023-05-08 22:24:37,036 - wikidata12k_1n - [INFO] - [E:144| 0]: Train Loss:0.00094148, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:25:39,716 - wikidata12k_1n - [INFO] - [E:144| 100]: Train Loss:0.00094895, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:26:42,476 - wikidata12k_1n - [INFO] - [E:144| 200]: Train Loss:0.00094973, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:27:45,251 - wikidata12k_1n - [INFO] - [E:144| 300]: Train Loss:0.00095318, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:28:48,065 - wikidata12k_1n - [INFO] - [E:144| 400]: Train Loss:0.00095334, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:29:50,835 - wikidata12k_1n - [INFO] - [E:144| 500]: Train Loss:0.00095315, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:30:53,538 - wikidata12k_1n - [INFO] - [E:144| 600]: Train Loss:0.000953, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:31:56,345 - wikidata12k_1n - [INFO] - [E:144| 700]: Train Loss:0.00095334, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:32:59,176 - wikidata12k_1n - [INFO] - [E:144| 800]: Train Loss:0.0009539, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:34:02,000 - wikidata12k_1n - [INFO] - [E:144| 900]: Train Loss:0.00095387, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:35:04,779 - wikidata12k_1n - [INFO] - [E:144| 1000]: Train Loss:0.00095411, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:36:07,489 - wikidata12k_1n - [INFO] - [E:144| 1100]: Train Loss:0.00095456, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:37:10,340 - wikidata12k_1n - [INFO] - [E:144| 1200]: Train Loss:0.0009547, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:38:13,098 - wikidata12k_1n - [INFO] - [E:144| 1300]: Train Loss:0.00095457, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:39:15,847 - wikidata12k_1n - [INFO] - [E:144| 1400]: Train Loss:0.00095457, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:40:18,599 - wikidata12k_1n - [INFO] - [E:144| 1500]: Train Loss:0.00095461, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:41:21,385 - wikidata12k_1n - [INFO] - [E:144| 1600]: Train Loss:0.00095454, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:42:02,396 - wikidata12k_1n - [INFO] - [Epoch:144]: Training Loss:0.0009546
2023-05-08 22:42:02,612 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 22:42:23,842 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 22:42:36,149 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 22:42:57,542 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 22:43:09,717 - wikidata12k_1n - [INFO] - [Evaluating Epoch 144 valid]:
MRR: Tail : 0.50323, Head : 0.36022, Avg : 0.43172
2023-05-08 22:43:09,717 - wikidata12k_1n - [INFO] - [Epoch 144]: Training Loss: 0.0009546, Valid MRR: 0.43341,
2023-05-08 22:43:10,361 - wikidata12k_1n - [INFO] - [E:145| 0]: Train Loss:0.00094267, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:44:13,071 - wikidata12k_1n - [INFO] - [E:145| 100]: Train Loss:0.00095094, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:45:15,764 - wikidata12k_1n - [INFO] - [E:145| 200]: Train Loss:0.00095121, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:46:18,548 - wikidata12k_1n - [INFO] - [E:145| 300]: Train Loss:0.00095202, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:47:21,293 - wikidata12k_1n - [INFO] - [E:145| 400]: Train Loss:0.00095186, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:48:24,041 - wikidata12k_1n - [INFO] - [E:145| 500]: Train Loss:0.00095166, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:49:26,809 - wikidata12k_1n - [INFO] - [E:145| 600]: Train Loss:0.00095193, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:50:29,493 - wikidata12k_1n - [INFO] - [E:145| 700]: Train Loss:0.00095197, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:51:32,211 - wikidata12k_1n - [INFO] - [E:145| 800]: Train Loss:0.00095243, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:52:34,916 - wikidata12k_1n - [INFO] - [E:145| 900]: Train Loss:0.00095282, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:53:37,597 - wikidata12k_1n - [INFO] - [E:145| 1000]: Train Loss:0.00095286, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:54:40,370 - wikidata12k_1n - [INFO] - [E:145| 1100]: Train Loss:0.00095307, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:55:43,142 - wikidata12k_1n - [INFO] - [E:145| 1200]: Train Loss:0.00095345, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:56:45,876 - wikidata12k_1n - [INFO] - [E:145| 1300]: Train Loss:0.00095355, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:57:48,691 - wikidata12k_1n - [INFO] - [E:145| 1400]: Train Loss:0.0009537, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:58:51,446 - wikidata12k_1n - [INFO] - [E:145| 1500]: Train Loss:0.00095392, Val MRR:0.43341, wikidata12k_1n
2023-05-08 22:59:54,183 - wikidata12k_1n - [INFO] - [E:145| 1600]: Train Loss:0.00095411, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:00:35,192 - wikidata12k_1n - [INFO] - [Epoch:145]: Training Loss:0.0009542
2023-05-08 23:00:35,406 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 23:00:56,620 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 23:01:08,907 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 23:01:30,299 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 23:01:42,463 - wikidata12k_1n - [INFO] - [Evaluating Epoch 145 valid]:
MRR: Tail : 0.5011, Head : 0.36229, Avg : 0.43169
2023-05-08 23:01:42,463 - wikidata12k_1n - [INFO] - [Epoch 145]: Training Loss: 0.00095422, Valid MRR: 0.43341,
2023-05-08 23:01:43,102 - wikidata12k_1n - [INFO] - [E:146| 0]: Train Loss:0.00098984, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:02:45,823 - wikidata12k_1n - [INFO] - [E:146| 100]: Train Loss:0.00095551, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:03:48,633 - wikidata12k_1n - [INFO] - [E:146| 200]: Train Loss:0.00095319, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:04:51,316 - wikidata12k_1n - [INFO] - [E:146| 300]: Train Loss:0.00095362, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:05:53,987 - wikidata12k_1n - [INFO] - [E:146| 400]: Train Loss:0.00095198, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:06:56,667 - wikidata12k_1n - [INFO] - [E:146| 500]: Train Loss:0.00095125, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:07:59,336 - wikidata12k_1n - [INFO] - [E:146| 600]: Train Loss:0.00095175, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:09:02,002 - wikidata12k_1n - [INFO] - [E:146| 700]: Train Loss:0.00095213, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:10:04,646 - wikidata12k_1n - [INFO] - [E:146| 800]: Train Loss:0.0009527, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:11:07,306 - wikidata12k_1n - [INFO] - [E:146| 900]: Train Loss:0.00095311, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:12:10,047 - wikidata12k_1n - [INFO] - [E:146| 1000]: Train Loss:0.00095363, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:13:12,759 - wikidata12k_1n - [INFO] - [E:146| 1100]: Train Loss:0.00095401, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:14:15,527 - wikidata12k_1n - [INFO] - [E:146| 1200]: Train Loss:0.00095387, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:15:18,274 - wikidata12k_1n - [INFO] - [E:146| 1300]: Train Loss:0.00095363, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:16:21,008 - wikidata12k_1n - [INFO] - [E:146| 1400]: Train Loss:0.00095353, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:17:23,731 - wikidata12k_1n - [INFO] - [E:146| 1500]: Train Loss:0.00095355, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:18:26,472 - wikidata12k_1n - [INFO] - [E:146| 1600]: Train Loss:0.00095368, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:19:07,471 - wikidata12k_1n - [INFO] - [Epoch:146]: Training Loss:0.0009536
2023-05-08 23:19:07,687 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 23:19:28,936 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 23:19:41,222 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 23:20:02,617 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 23:20:14,789 - wikidata12k_1n - [INFO] - [Evaluating Epoch 146 valid]:
MRR: Tail : 0.49893, Head : 0.35996, Avg : 0.42944
2023-05-08 23:20:14,789 - wikidata12k_1n - [INFO] - [Epoch 146]: Training Loss: 0.00095356, Valid MRR: 0.43341,
2023-05-08 23:20:15,430 - wikidata12k_1n - [INFO] - [E:147| 0]: Train Loss:0.00093759, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:21:18,271 - wikidata12k_1n - [INFO] - [E:147| 100]: Train Loss:0.0009529, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:22:21,091 - wikidata12k_1n - [INFO] - [E:147| 200]: Train Loss:0.00095295, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:23:23,864 - wikidata12k_1n - [INFO] - [E:147| 300]: Train Loss:0.000954, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:24:26,655 - wikidata12k_1n - [INFO] - [E:147| 400]: Train Loss:0.00095465, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:25:29,493 - wikidata12k_1n - [INFO] - [E:147| 500]: Train Loss:0.00095366, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:26:32,295 - wikidata12k_1n - [INFO] - [E:147| 600]: Train Loss:0.0009534, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:27:35,077 - wikidata12k_1n - [INFO] - [E:147| 700]: Train Loss:0.00095314, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:28:37,751 - wikidata12k_1n - [INFO] - [E:147| 800]: Train Loss:0.00095354, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:29:40,527 - wikidata12k_1n - [INFO] - [E:147| 900]: Train Loss:0.00095323, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:30:43,324 - wikidata12k_1n - [INFO] - [E:147| 1000]: Train Loss:0.00095312, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:31:46,124 - wikidata12k_1n - [INFO] - [E:147| 1100]: Train Loss:0.00095307, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:32:48,895 - wikidata12k_1n - [INFO] - [E:147| 1200]: Train Loss:0.00095311, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:33:51,617 - wikidata12k_1n - [INFO] - [E:147| 1300]: Train Loss:0.0009532, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:34:54,392 - wikidata12k_1n - [INFO] - [E:147| 1400]: Train Loss:0.00095342, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:35:57,140 - wikidata12k_1n - [INFO] - [E:147| 1500]: Train Loss:0.00095332, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:36:59,882 - wikidata12k_1n - [INFO] - [E:147| 1600]: Train Loss:0.00095326, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:37:40,915 - wikidata12k_1n - [INFO] - [Epoch:147]: Training Loss:0.0009532
2023-05-08 23:37:41,131 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 23:38:02,386 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 23:38:14,735 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 23:38:36,163 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 23:38:48,334 - wikidata12k_1n - [INFO] - [Evaluating Epoch 147 valid]:
MRR: Tail : 0.49906, Head : 0.3424, Avg : 0.42073
2023-05-08 23:38:48,334 - wikidata12k_1n - [INFO] - [Epoch 147]: Training Loss: 0.00095324, Valid MRR: 0.43341,
2023-05-08 23:38:48,977 - wikidata12k_1n - [INFO] - [E:148| 0]: Train Loss:0.00093179, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:39:51,810 - wikidata12k_1n - [INFO] - [E:148| 100]: Train Loss:0.00095115, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:40:54,458 - wikidata12k_1n - [INFO] - [E:148| 200]: Train Loss:0.00095138, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:41:57,170 - wikidata12k_1n - [INFO] - [E:148| 300]: Train Loss:0.00095227, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:42:59,894 - wikidata12k_1n - [INFO] - [E:148| 400]: Train Loss:0.0009521, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:44:02,606 - wikidata12k_1n - [INFO] - [E:148| 500]: Train Loss:0.00095218, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:45:05,403 - wikidata12k_1n - [INFO] - [E:148| 600]: Train Loss:0.0009525, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:46:08,124 - wikidata12k_1n - [INFO] - [E:148| 700]: Train Loss:0.00095254, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:47:10,960 - wikidata12k_1n - [INFO] - [E:148| 800]: Train Loss:0.00095253, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:48:13,733 - wikidata12k_1n - [INFO] - [E:148| 900]: Train Loss:0.00095316, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:49:16,439 - wikidata12k_1n - [INFO] - [E:148| 1000]: Train Loss:0.00095277, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:50:19,131 - wikidata12k_1n - [INFO] - [E:148| 1100]: Train Loss:0.00095264, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:51:21,834 - wikidata12k_1n - [INFO] - [E:148| 1200]: Train Loss:0.00095248, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:52:24,588 - wikidata12k_1n - [INFO] - [E:148| 1300]: Train Loss:0.00095237, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:53:27,337 - wikidata12k_1n - [INFO] - [E:148| 1400]: Train Loss:0.00095263, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:54:30,094 - wikidata12k_1n - [INFO] - [E:148| 1500]: Train Loss:0.00095268, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:55:32,864 - wikidata12k_1n - [INFO] - [E:148| 1600]: Train Loss:0.00095285, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:56:13,840 - wikidata12k_1n - [INFO] - [Epoch:148]: Training Loss:0.0009527
2023-05-08 23:56:14,055 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-08 23:56:35,293 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-08 23:56:47,586 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-08 23:57:08,972 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-08 23:57:21,146 - wikidata12k_1n - [INFO] - [Evaluating Epoch 148 valid]:
MRR: Tail : 0.49613, Head : 0.36077, Avg : 0.42845
2023-05-08 23:57:21,146 - wikidata12k_1n - [INFO] - [Epoch 148]: Training Loss: 0.00095274, Valid MRR: 0.43341,
2023-05-08 23:57:21,790 - wikidata12k_1n - [INFO] - [E:149| 0]: Train Loss:0.00092637, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:58:24,520 - wikidata12k_1n - [INFO] - [E:149| 100]: Train Loss:0.00095084, Val MRR:0.43341, wikidata12k_1n
2023-05-08 23:59:27,223 - wikidata12k_1n - [INFO] - [E:149| 200]: Train Loss:0.00095068, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:00:29,971 - wikidata12k_1n - [INFO] - [E:149| 300]: Train Loss:0.00095114, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:01:32,774 - wikidata12k_1n - [INFO] - [E:149| 400]: Train Loss:0.00095109, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:02:35,501 - wikidata12k_1n - [INFO] - [E:149| 500]: Train Loss:0.00095136, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:03:38,301 - wikidata12k_1n - [INFO] - [E:149| 600]: Train Loss:0.00095148, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:04:41,086 - wikidata12k_1n - [INFO] - [E:149| 700]: Train Loss:0.00095148, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:05:43,775 - wikidata12k_1n - [INFO] - [E:149| 800]: Train Loss:0.00095179, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:06:46,461 - wikidata12k_1n - [INFO] - [E:149| 900]: Train Loss:0.00095195, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:07:49,189 - wikidata12k_1n - [INFO] - [E:149| 1000]: Train Loss:0.00095203, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:08:51,982 - wikidata12k_1n - [INFO] - [E:149| 1100]: Train Loss:0.00095225, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:09:54,711 - wikidata12k_1n - [INFO] - [E:149| 1200]: Train Loss:0.00095229, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:10:57,385 - wikidata12k_1n - [INFO] - [E:149| 1300]: Train Loss:0.00095235, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:12:00,162 - wikidata12k_1n - [INFO] - [E:149| 1400]: Train Loss:0.0009526, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:13:02,987 - wikidata12k_1n - [INFO] - [E:149| 1500]: Train Loss:0.00095268, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:14:05,719 - wikidata12k_1n - [INFO] - [E:149| 1600]: Train Loss:0.0009527, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:14:46,719 - wikidata12k_1n - [INFO] - [Epoch:149]: Training Loss:0.0009529
2023-05-09 00:14:46,933 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 00:15:08,172 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 00:15:20,470 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 00:15:41,869 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 00:15:54,033 - wikidata12k_1n - [INFO] - [Evaluating Epoch 149 valid]:
MRR: Tail : 0.50408, Head : 0.33338, Avg : 0.41873
MR: Tail : 709.24, Head : 757.17, Avg : 733.21
Hit-1: Tail : 0.41899, Head : 0.23253, Avg : 0.32576
Hit-3: Tail : 0.55057, Head : 0.37896, Avg : 0.46477
Hit-10: Tail : 0.66053, Head : 0.54048, Avg : 0.6005
2023-05-09 00:15:54,033 - wikidata12k_1n - [INFO] - [Epoch 149]: Training Loss: 0.00095293, Valid MRR: 0.43341,
2023-05-09 00:15:54,675 - wikidata12k_1n - [INFO] - [E:150| 0]: Train Loss:0.00093098, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:16:57,429 - wikidata12k_1n - [INFO] - [E:150| 100]: Train Loss:0.0009559, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:18:00,212 - wikidata12k_1n - [INFO] - [E:150| 200]: Train Loss:0.00095469, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:19:02,961 - wikidata12k_1n - [INFO] - [E:150| 300]: Train Loss:0.00095201, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:20:05,705 - wikidata12k_1n - [INFO] - [E:150| 400]: Train Loss:0.00095157, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:21:08,456 - wikidata12k_1n - [INFO] - [E:150| 500]: Train Loss:0.00095188, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:22:11,334 - wikidata12k_1n - [INFO] - [E:150| 600]: Train Loss:0.00095189, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:23:14,081 - wikidata12k_1n - [INFO] - [E:150| 700]: Train Loss:0.00095226, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:24:16,831 - wikidata12k_1n - [INFO] - [E:150| 800]: Train Loss:0.00095185, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:25:19,620 - wikidata12k_1n - [INFO] - [E:150| 900]: Train Loss:0.00095181, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:26:22,420 - wikidata12k_1n - [INFO] - [E:150| 1000]: Train Loss:0.00095172, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:27:25,195 - wikidata12k_1n - [INFO] - [E:150| 1100]: Train Loss:0.00095183, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:28:27,876 - wikidata12k_1n - [INFO] - [E:150| 1200]: Train Loss:0.00095202, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:29:30,512 - wikidata12k_1n - [INFO] - [E:150| 1300]: Train Loss:0.00095209, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:30:33,359 - wikidata12k_1n - [INFO] - [E:150| 1400]: Train Loss:0.00095215, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:31:36,055 - wikidata12k_1n - [INFO] - [E:150| 1500]: Train Loss:0.00095245, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:32:38,748 - wikidata12k_1n - [INFO] - [E:150| 1600]: Train Loss:0.00095248, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:33:19,791 - wikidata12k_1n - [INFO] - [Epoch:150]: Training Loss:0.0009526
2023-05-09 00:33:20,005 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 00:33:41,211 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 00:33:53,493 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 00:34:14,872 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 00:34:27,048 - wikidata12k_1n - [INFO] - [Evaluating Epoch 150 valid]:
MRR: Tail : 0.4996, Head : 0.33965, Avg : 0.41963
2023-05-09 00:34:27,048 - wikidata12k_1n - [INFO] - [Epoch 150]: Training Loss: 0.00095258, Valid MRR: 0.43341,
2023-05-09 00:34:27,687 - wikidata12k_1n - [INFO] - [E:151| 0]: Train Loss:0.00092536, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:35:30,351 - wikidata12k_1n - [INFO] - [E:151| 100]: Train Loss:0.00094974, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:36:32,997 - wikidata12k_1n - [INFO] - [E:151| 200]: Train Loss:0.00094826, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:37:35,671 - wikidata12k_1n - [INFO] - [E:151| 300]: Train Loss:0.00094931, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:38:38,453 - wikidata12k_1n - [INFO] - [E:151| 400]: Train Loss:0.00094995, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:39:41,268 - wikidata12k_1n - [INFO] - [E:151| 500]: Train Loss:0.00095024, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:40:44,024 - wikidata12k_1n - [INFO] - [E:151| 600]: Train Loss:0.00095066, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:41:46,815 - wikidata12k_1n - [INFO] - [E:151| 700]: Train Loss:0.00095057, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:42:49,529 - wikidata12k_1n - [INFO] - [E:151| 800]: Train Loss:0.00095088, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:43:52,341 - wikidata12k_1n - [INFO] - [E:151| 900]: Train Loss:0.00095126, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:44:55,131 - wikidata12k_1n - [INFO] - [E:151| 1000]: Train Loss:0.00095148, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:45:57,796 - wikidata12k_1n - [INFO] - [E:151| 1100]: Train Loss:0.00095145, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:47:00,565 - wikidata12k_1n - [INFO] - [E:151| 1200]: Train Loss:0.00095148, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:48:03,467 - wikidata12k_1n - [INFO] - [E:151| 1300]: Train Loss:0.00095147, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:49:06,218 - wikidata12k_1n - [INFO] - [E:151| 1400]: Train Loss:0.00095174, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:50:08,911 - wikidata12k_1n - [INFO] - [E:151| 1500]: Train Loss:0.00095182, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:51:11,620 - wikidata12k_1n - [INFO] - [E:151| 1600]: Train Loss:0.00095191, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:51:52,553 - wikidata12k_1n - [INFO] - [Epoch:151]: Training Loss:0.0009521
2023-05-09 00:51:52,769 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 00:52:13,991 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 00:52:26,286 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 00:52:47,676 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 00:52:59,834 - wikidata12k_1n - [INFO] - [Evaluating Epoch 151 valid]:
MRR: Tail : 0.49777, Head : 0.3496, Avg : 0.42369
2023-05-09 00:52:59,834 - wikidata12k_1n - [INFO] - [Epoch 151]: Training Loss: 0.00095205, Valid MRR: 0.43341,
2023-05-09 00:53:00,477 - wikidata12k_1n - [INFO] - [E:152| 0]: Train Loss:0.00095469, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:54:03,173 - wikidata12k_1n - [INFO] - [E:152| 100]: Train Loss:0.00095246, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:55:05,970 - wikidata12k_1n - [INFO] - [E:152| 200]: Train Loss:0.00095034, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:56:08,786 - wikidata12k_1n - [INFO] - [E:152| 300]: Train Loss:0.00094901, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:57:11,572 - wikidata12k_1n - [INFO] - [E:152| 400]: Train Loss:0.00094966, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:58:14,256 - wikidata12k_1n - [INFO] - [E:152| 500]: Train Loss:0.00094998, Val MRR:0.43341, wikidata12k_1n
2023-05-09 00:59:17,007 - wikidata12k_1n - [INFO] - [E:152| 600]: Train Loss:0.00094987, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:00:19,719 - wikidata12k_1n - [INFO] - [E:152| 700]: Train Loss:0.00095022, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:01:22,418 - wikidata12k_1n - [INFO] - [E:152| 800]: Train Loss:0.00095101, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:02:25,107 - wikidata12k_1n - [INFO] - [E:152| 900]: Train Loss:0.00095078, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:03:27,851 - wikidata12k_1n - [INFO] - [E:152| 1000]: Train Loss:0.00095119, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:04:30,534 - wikidata12k_1n - [INFO] - [E:152| 1100]: Train Loss:0.00095146, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:05:33,312 - wikidata12k_1n - [INFO] - [E:152| 1200]: Train Loss:0.00095169, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:06:35,989 - wikidata12k_1n - [INFO] - [E:152| 1300]: Train Loss:0.00095179, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:07:38,694 - wikidata12k_1n - [INFO] - [E:152| 1400]: Train Loss:0.00095206, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:08:41,516 - wikidata12k_1n - [INFO] - [E:152| 1500]: Train Loss:0.00095202, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:09:44,313 - wikidata12k_1n - [INFO] - [E:152| 1600]: Train Loss:0.00095206, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:10:25,338 - wikidata12k_1n - [INFO] - [Epoch:152]: Training Loss:0.000952
2023-05-09 01:10:25,554 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 01:10:46,781 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 01:10:59,070 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 01:11:20,485 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 01:11:32,665 - wikidata12k_1n - [INFO] - [Evaluating Epoch 152 valid]:
MRR: Tail : 0.49952, Head : 0.30624, Avg : 0.40288
2023-05-09 01:11:32,666 - wikidata12k_1n - [INFO] - [Epoch 152]: Training Loss: 0.00095198, Valid MRR: 0.43341,
2023-05-09 01:11:33,307 - wikidata12k_1n - [INFO] - [E:153| 0]: Train Loss:0.00094975, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:12:36,117 - wikidata12k_1n - [INFO] - [E:153| 100]: Train Loss:0.00095259, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:13:38,873 - wikidata12k_1n - [INFO] - [E:153| 200]: Train Loss:0.0009492, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:14:41,626 - wikidata12k_1n - [INFO] - [E:153| 300]: Train Loss:0.00094861, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:15:44,301 - wikidata12k_1n - [INFO] - [E:153| 400]: Train Loss:0.00094964, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:16:47,098 - wikidata12k_1n - [INFO] - [E:153| 500]: Train Loss:0.00094924, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:17:49,874 - wikidata12k_1n - [INFO] - [E:153| 600]: Train Loss:0.00095015, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:18:52,631 - wikidata12k_1n - [INFO] - [E:153| 700]: Train Loss:0.00095027, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:19:55,356 - wikidata12k_1n - [INFO] - [E:153| 800]: Train Loss:0.00095032, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:20:58,096 - wikidata12k_1n - [INFO] - [E:153| 900]: Train Loss:0.0009512, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:22:01,950 - wikidata12k_1n - [INFO] - [E:153| 1000]: Train Loss:0.00095128, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:23:04,764 - wikidata12k_1n - [INFO] - [E:153| 1100]: Train Loss:0.00095102, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:24:07,459 - wikidata12k_1n - [INFO] - [E:153| 1200]: Train Loss:0.00095106, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:25:10,128 - wikidata12k_1n - [INFO] - [E:153| 1300]: Train Loss:0.00095121, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:26:12,798 - wikidata12k_1n - [INFO] - [E:153| 1400]: Train Loss:0.00095103, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:27:15,505 - wikidata12k_1n - [INFO] - [E:153| 1500]: Train Loss:0.00095103, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:28:18,316 - wikidata12k_1n - [INFO] - [E:153| 1600]: Train Loss:0.00095122, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:28:59,350 - wikidata12k_1n - [INFO] - [Epoch:153]: Training Loss:0.0009515
2023-05-09 01:28:59,566 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 01:29:20,812 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 01:29:33,104 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 01:29:54,506 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 01:30:06,689 - wikidata12k_1n - [INFO] - [Evaluating Epoch 153 valid]:
MRR: Tail : 0.49867, Head : 0.35594, Avg : 0.42731
2023-05-09 01:30:06,689 - wikidata12k_1n - [INFO] - [Epoch 153]: Training Loss: 0.00095151, Valid MRR: 0.43341,
2023-05-09 01:30:07,333 - wikidata12k_1n - [INFO] - [E:154| 0]: Train Loss:0.00099544, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:31:10,080 - wikidata12k_1n - [INFO] - [E:154| 100]: Train Loss:0.00095347, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:32:12,919 - wikidata12k_1n - [INFO] - [E:154| 200]: Train Loss:0.00095112, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:33:15,772 - wikidata12k_1n - [INFO] - [E:154| 300]: Train Loss:0.00095092, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:34:18,614 - wikidata12k_1n - [INFO] - [E:154| 400]: Train Loss:0.00094997, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:35:21,446 - wikidata12k_1n - [INFO] - [E:154| 500]: Train Loss:0.00095001, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:36:24,237 - wikidata12k_1n - [INFO] - [E:154| 600]: Train Loss:0.00095021, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:37:27,063 - wikidata12k_1n - [INFO] - [E:154| 700]: Train Loss:0.00095092, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:38:29,856 - wikidata12k_1n - [INFO] - [E:154| 800]: Train Loss:0.00095097, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:39:32,627 - wikidata12k_1n - [INFO] - [E:154| 900]: Train Loss:0.00095079, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:40:35,440 - wikidata12k_1n - [INFO] - [E:154| 1000]: Train Loss:0.00095117, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:41:38,109 - wikidata12k_1n - [INFO] - [E:154| 1100]: Train Loss:0.00095133, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:42:40,799 - wikidata12k_1n - [INFO] - [E:154| 1200]: Train Loss:0.00095116, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:43:43,516 - wikidata12k_1n - [INFO] - [E:154| 1300]: Train Loss:0.00095118, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:44:46,384 - wikidata12k_1n - [INFO] - [E:154| 1400]: Train Loss:0.00095124, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:45:50,325 - wikidata12k_1n - [INFO] - [E:154| 1500]: Train Loss:0.00095141, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:46:54,343 - wikidata12k_1n - [INFO] - [E:154| 1600]: Train Loss:0.00095122, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:47:35,588 - wikidata12k_1n - [INFO] - [Epoch:154]: Training Loss:0.0009511
2023-05-09 01:47:35,804 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 01:47:57,034 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 01:48:09,330 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 01:48:30,755 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 01:48:42,996 - wikidata12k_1n - [INFO] - [Evaluating Epoch 154 valid]:
MRR: Tail : 0.49972, Head : 0.35005, Avg : 0.42488
2023-05-09 01:48:42,996 - wikidata12k_1n - [INFO] - [Epoch 154]: Training Loss: 0.00095108, Valid MRR: 0.43341,
2023-05-09 01:48:43,638 - wikidata12k_1n - [INFO] - [E:155| 0]: Train Loss:0.00095456, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:49:46,456 - wikidata12k_1n - [INFO] - [E:155| 100]: Train Loss:0.00094998, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:50:49,250 - wikidata12k_1n - [INFO] - [E:155| 200]: Train Loss:0.00094747, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:51:52,014 - wikidata12k_1n - [INFO] - [E:155| 300]: Train Loss:0.00094758, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:52:54,730 - wikidata12k_1n - [INFO] - [E:155| 400]: Train Loss:0.00094843, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:53:57,430 - wikidata12k_1n - [INFO] - [E:155| 500]: Train Loss:0.00094919, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:55:00,106 - wikidata12k_1n - [INFO] - [E:155| 600]: Train Loss:0.00094903, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:56:02,801 - wikidata12k_1n - [INFO] - [E:155| 700]: Train Loss:0.00094967, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:57:05,494 - wikidata12k_1n - [INFO] - [E:155| 800]: Train Loss:0.00094969, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:58:08,343 - wikidata12k_1n - [INFO] - [E:155| 900]: Train Loss:0.0009496, Val MRR:0.43341, wikidata12k_1n
2023-05-09 01:59:11,394 - wikidata12k_1n - [INFO] - [E:155| 1000]: Train Loss:0.00094955, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:00:14,462 - wikidata12k_1n - [INFO] - [E:155| 1100]: Train Loss:0.00094974, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:01:17,598 - wikidata12k_1n - [INFO] - [E:155| 1200]: Train Loss:0.00094962, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:02:20,330 - wikidata12k_1n - [INFO] - [E:155| 1300]: Train Loss:0.00094976, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:03:23,115 - wikidata12k_1n - [INFO] - [E:155| 1400]: Train Loss:0.00095005, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:04:25,915 - wikidata12k_1n - [INFO] - [E:155| 1500]: Train Loss:0.00095032, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:05:28,717 - wikidata12k_1n - [INFO] - [E:155| 1600]: Train Loss:0.00095045, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:06:09,775 - wikidata12k_1n - [INFO] - [Epoch:155]: Training Loss:0.0009505
2023-05-09 02:06:09,991 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 02:06:31,265 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 02:06:43,567 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 02:07:04,976 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 02:07:17,168 - wikidata12k_1n - [INFO] - [Evaluating Epoch 155 valid]:
MRR: Tail : 0.49237, Head : 0.29514, Avg : 0.39376
2023-05-09 02:07:17,168 - wikidata12k_1n - [INFO] - [Epoch 155]: Training Loss: 0.00095048, Valid MRR: 0.43341,
2023-05-09 02:07:17,810 - wikidata12k_1n - [INFO] - [E:156| 0]: Train Loss:0.00092581, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:08:20,582 - wikidata12k_1n - [INFO] - [E:156| 100]: Train Loss:0.00095177, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:09:23,455 - wikidata12k_1n - [INFO] - [E:156| 200]: Train Loss:0.00095212, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:10:26,928 - wikidata12k_1n - [INFO] - [E:156| 300]: Train Loss:0.00095265, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:11:30,108 - wikidata12k_1n - [INFO] - [E:156| 400]: Train Loss:0.0009511, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:12:33,679 - wikidata12k_1n - [INFO] - [E:156| 500]: Train Loss:0.00095089, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:13:37,600 - wikidata12k_1n - [INFO] - [E:156| 600]: Train Loss:0.00095135, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:14:41,480 - wikidata12k_1n - [INFO] - [E:156| 700]: Train Loss:0.0009511, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:15:45,521 - wikidata12k_1n - [INFO] - [E:156| 800]: Train Loss:0.00095088, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:16:49,495 - wikidata12k_1n - [INFO] - [E:156| 900]: Train Loss:0.00095119, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:17:53,619 - wikidata12k_1n - [INFO] - [E:156| 1000]: Train Loss:0.0009509, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:18:56,727 - wikidata12k_1n - [INFO] - [E:156| 1100]: Train Loss:0.00095089, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:19:59,502 - wikidata12k_1n - [INFO] - [E:156| 1200]: Train Loss:0.00095065, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:21:02,219 - wikidata12k_1n - [INFO] - [E:156| 1300]: Train Loss:0.0009506, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:22:05,008 - wikidata12k_1n - [INFO] - [E:156| 1400]: Train Loss:0.00095048, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:23:07,761 - wikidata12k_1n - [INFO] - [E:156| 1500]: Train Loss:0.00095035, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:24:11,045 - wikidata12k_1n - [INFO] - [E:156| 1600]: Train Loss:0.00095046, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:24:52,915 - wikidata12k_1n - [INFO] - [Epoch:156]: Training Loss:0.0009505
2023-05-09 02:24:53,135 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 02:25:14,602 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 02:25:27,010 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 02:25:48,711 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 02:26:01,050 - wikidata12k_1n - [INFO] - [Evaluating Epoch 156 valid]:
MRR: Tail : 0.49883, Head : 0.29525, Avg : 0.39704
2023-05-09 02:26:01,051 - wikidata12k_1n - [INFO] - [Epoch 156]: Training Loss: 0.00095045, Valid MRR: 0.43341,
2023-05-09 02:26:01,713 - wikidata12k_1n - [INFO] - [E:157| 0]: Train Loss:0.00095831, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:27:05,649 - wikidata12k_1n - [INFO] - [E:157| 100]: Train Loss:0.00094882, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:28:09,623 - wikidata12k_1n - [INFO] - [E:157| 200]: Train Loss:0.0009498, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:29:13,589 - wikidata12k_1n - [INFO] - [E:157| 300]: Train Loss:0.00094999, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:30:17,239 - wikidata12k_1n - [INFO] - [E:157| 400]: Train Loss:0.00094948, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:31:20,038 - wikidata12k_1n - [INFO] - [E:157| 500]: Train Loss:0.0009489, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:32:22,816 - wikidata12k_1n - [INFO] - [E:157| 600]: Train Loss:0.00094818, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:33:25,673 - wikidata12k_1n - [INFO] - [E:157| 700]: Train Loss:0.00094874, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:33:36,590 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True}
2023-05-09 02:33:47,405 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 02:34:25,287 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 02:34:28,428 - wikidata12k_1n - [INFO] - [E:157| 800]: Train Loss:0.00094914, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:34:44,050 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n
2023-05-09 02:35:23,045 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n
2023-05-09 02:35:31,281 - wikidata12k_1n - [INFO] - [E:157| 900]: Train Loss:0.00094926, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:35:42,461 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.46893, Head : 0.31723, Avg : 0.39308
MR: Tail : 824.79, Head : 853.0, Avg : 838.9
Hit-1: Tail : 0.37377, Head : 0.22474, Avg : 0.29926
Hit-3: Tail : 0.52421, Head : 0.34804, Avg : 0.43612
Hit-10: Tail : 0.64065, Head : 0.51549, Avg : 0.57807
2023-05-09 02:36:34,144 - wikidata12k_1n - [INFO] - [E:157| 1000]: Train Loss:0.00094945, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:37:36,855 - wikidata12k_1n - [INFO] - [E:157| 1100]: Train Loss:0.00094975, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:38:39,528 - wikidata12k_1n - [INFO] - [E:157| 1200]: Train Loss:0.00095, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:39:42,226 - wikidata12k_1n - [INFO] - [E:157| 1300]: Train Loss:0.00095014, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:40:44,899 - wikidata12k_1n - [INFO] - [E:157| 1400]: Train Loss:0.00095005, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:41:47,691 - wikidata12k_1n - [INFO] - [E:157| 1500]: Train Loss:0.00095008, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:42:50,489 - wikidata12k_1n - [INFO] - [E:157| 1600]: Train Loss:0.00095018, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:43:32,193 - wikidata12k_1n - [INFO] - [Epoch:157]: Training Loss:0.0009502
2023-05-09 02:43:32,413 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 02:43:53,980 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 02:44:06,503 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 02:44:28,374 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 02:44:40,867 - wikidata12k_1n - [INFO] - [Evaluating Epoch 157 valid]:
MRR: Tail : 0.5012, Head : 0.33738, Avg : 0.41929
2023-05-09 02:44:40,867 - wikidata12k_1n - [INFO] - [Epoch 157]: Training Loss: 0.00095015, Valid MRR: 0.43341,
2023-05-09 02:44:41,541 - wikidata12k_1n - [INFO] - [E:158| 0]: Train Loss:0.00092296, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:45:45,666 - wikidata12k_1n - [INFO] - [E:158| 100]: Train Loss:0.00095007, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:46:50,003 - wikidata12k_1n - [INFO] - [E:158| 200]: Train Loss:0.00094921, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:47:54,298 - wikidata12k_1n - [INFO] - [E:158| 300]: Train Loss:0.00094889, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:48:58,546 - wikidata12k_1n - [INFO] - [E:158| 400]: Train Loss:0.00094952, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:50:02,680 - wikidata12k_1n - [INFO] - [E:158| 500]: Train Loss:0.00094976, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:51:06,723 - wikidata12k_1n - [INFO] - [E:158| 600]: Train Loss:0.00094994, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:52:10,841 - wikidata12k_1n - [INFO] - [E:158| 700]: Train Loss:0.00094956, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:53:15,095 - wikidata12k_1n - [INFO] - [E:158| 800]: Train Loss:0.00094997, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:54:19,236 - wikidata12k_1n - [INFO] - [E:158| 900]: Train Loss:0.00094968, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:55:23,335 - wikidata12k_1n - [INFO] - [E:158| 1000]: Train Loss:0.00094958, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:56:27,415 - wikidata12k_1n - [INFO] - [E:158| 1100]: Train Loss:0.00094965, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:57:31,503 - wikidata12k_1n - [INFO] - [E:158| 1200]: Train Loss:0.00094966, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:58:35,487 - wikidata12k_1n - [INFO] - [E:158| 1300]: Train Loss:0.00094963, Val MRR:0.43341, wikidata12k_1n
2023-05-09 02:59:39,483 - wikidata12k_1n - [INFO] - [E:158| 1400]: Train Loss:0.0009496, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:00:43,285 - wikidata12k_1n - [INFO] - [E:158| 1500]: Train Loss:0.00094946, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:01:47,344 - wikidata12k_1n - [INFO] - [E:158| 1600]: Train Loss:0.00094971, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:02:29,153 - wikidata12k_1n - [INFO] - [Epoch:158]: Training Loss:0.0009498
2023-05-09 03:02:29,374 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 03:02:50,890 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 03:03:03,309 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 03:03:25,033 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 03:03:37,387 - wikidata12k_1n - [INFO] - [Evaluating Epoch 158 valid]:
MRR: Tail : 0.49115, Head : 0.36714, Avg : 0.42914
2023-05-09 03:03:37,387 - wikidata12k_1n - [INFO] - [Epoch 158]: Training Loss: 0.00094977, Valid MRR: 0.43341,
2023-05-09 03:03:38,049 - wikidata12k_1n - [INFO] - [E:159| 0]: Train Loss:0.00092655, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:04:42,190 - wikidata12k_1n - [INFO] - [E:159| 100]: Train Loss:0.00094738, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:05:46,172 - wikidata12k_1n - [INFO] - [E:159| 200]: Train Loss:0.00094826, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:06:50,245 - wikidata12k_1n - [INFO] - [E:159| 300]: Train Loss:0.0009489, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:07:54,316 - wikidata12k_1n - [INFO] - [E:159| 400]: Train Loss:0.00094892, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:08:58,461 - wikidata12k_1n - [INFO] - [E:159| 500]: Train Loss:0.00094909, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:10:02,549 - wikidata12k_1n - [INFO] - [E:159| 600]: Train Loss:0.00094916, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:11:06,606 - wikidata12k_1n - [INFO] - [E:159| 700]: Train Loss:0.00094905, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:12:10,564 - wikidata12k_1n - [INFO] - [E:159| 800]: Train Loss:0.0009494, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:13:14,640 - wikidata12k_1n - [INFO] - [E:159| 900]: Train Loss:0.00094959, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:14:18,739 - wikidata12k_1n - [INFO] - [E:159| 1000]: Train Loss:0.00094963, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:15:22,777 - wikidata12k_1n - [INFO] - [E:159| 1100]: Train Loss:0.00094983, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:16:26,689 - wikidata12k_1n - [INFO] - [E:159| 1200]: Train Loss:0.00094935, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:17:30,746 - wikidata12k_1n - [INFO] - [E:159| 1300]: Train Loss:0.00094959, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:18:34,760 - wikidata12k_1n - [INFO] - [E:159| 1400]: Train Loss:0.00094939, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:19:38,691 - wikidata12k_1n - [INFO] - [E:159| 1500]: Train Loss:0.0009494, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:20:42,885 - wikidata12k_1n - [INFO] - [E:159| 1600]: Train Loss:0.00094923, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:21:24,796 - wikidata12k_1n - [INFO] - [Epoch:159]: Training Loss:0.0009494
2023-05-09 03:21:25,015 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 03:21:46,501 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 03:21:58,952 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 03:22:20,768 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 03:22:33,118 - wikidata12k_1n - [INFO] - [Evaluating Epoch 159 valid]:
MRR: Tail : 0.49102, Head : 0.36027, Avg : 0.42564
MR: Tail : 723.26, Head : 795.85, Avg : 759.56
Hit-1: Tail : 0.40291, Head : 0.25851, Avg : 0.33071
Hit-3: Tail : 0.53687, Head : 0.41271, Avg : 0.47479
Hit-10: Tail : 0.66018, Head : 0.55988, Avg : 0.61003
2023-05-09 03:22:33,119 - wikidata12k_1n - [INFO] - [Epoch 159]: Training Loss: 0.00094939, Valid MRR: 0.43341,
2023-05-09 03:22:33,790 - wikidata12k_1n - [INFO] - [E:160| 0]: Train Loss:0.00092247, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:23:38,003 - wikidata12k_1n - [INFO] - [E:160| 100]: Train Loss:0.00094687, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:24:42,063 - wikidata12k_1n - [INFO] - [E:160| 200]: Train Loss:0.00094823, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:25:46,083 - wikidata12k_1n - [INFO] - [E:160| 300]: Train Loss:0.00094939, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:26:50,211 - wikidata12k_1n - [INFO] - [E:160| 400]: Train Loss:0.00094942, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:27:54,333 - wikidata12k_1n - [INFO] - [E:160| 500]: Train Loss:0.00094881, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:28:57,286 - wikidata12k_1n - [INFO] - [E:160| 600]: Train Loss:0.00094841, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:30:00,086 - wikidata12k_1n - [INFO] - [E:160| 700]: Train Loss:0.00094805, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:31:02,913 - wikidata12k_1n - [INFO] - [E:160| 800]: Train Loss:0.00094866, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:32:05,712 - wikidata12k_1n - [INFO] - [E:160| 900]: Train Loss:0.00094884, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:33:08,475 - wikidata12k_1n - [INFO] - [E:160| 1000]: Train Loss:0.00094856, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:34:11,262 - wikidata12k_1n - [INFO] - [E:160| 1100]: Train Loss:0.00094874, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:35:14,077 - wikidata12k_1n - [INFO] - [E:160| 1200]: Train Loss:0.00094902, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:36:16,753 - wikidata12k_1n - [INFO] - [E:160| 1300]: Train Loss:0.00094908, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:37:19,517 - wikidata12k_1n - [INFO] - [E:160| 1400]: Train Loss:0.00094895, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:38:22,258 - wikidata12k_1n - [INFO] - [E:160| 1500]: Train Loss:0.00094929, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:39:24,973 - wikidata12k_1n - [INFO] - [E:160| 1600]: Train Loss:0.00094937, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:40:05,937 - wikidata12k_1n - [INFO] - [Epoch:160]: Training Loss:0.0009493
2023-05-09 03:40:06,153 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 03:40:27,387 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 03:40:39,682 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 03:41:01,069 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 03:41:13,246 - wikidata12k_1n - [INFO] - [Evaluating Epoch 160 valid]:
MRR: Tail : 0.49655, Head : 0.35537, Avg : 0.42596
2023-05-09 03:41:13,246 - wikidata12k_1n - [INFO] - [Epoch 160]: Training Loss: 0.00094928, Valid MRR: 0.43341,
2023-05-09 03:41:13,888 - wikidata12k_1n - [INFO] - [E:161| 0]: Train Loss:0.00093556, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:42:16,632 - wikidata12k_1n - [INFO] - [E:161| 100]: Train Loss:0.00094985, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:43:19,435 - wikidata12k_1n - [INFO] - [E:161| 200]: Train Loss:0.0009497, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:44:22,143 - wikidata12k_1n - [INFO] - [E:161| 300]: Train Loss:0.00094807, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:45:24,862 - wikidata12k_1n - [INFO] - [E:161| 400]: Train Loss:0.00094957, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:46:27,571 - wikidata12k_1n - [INFO] - [E:161| 500]: Train Loss:0.00094965, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:47:30,361 - wikidata12k_1n - [INFO] - [E:161| 600]: Train Loss:0.00094905, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:48:33,086 - wikidata12k_1n - [INFO] - [E:161| 700]: Train Loss:0.0009495, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:49:35,892 - wikidata12k_1n - [INFO] - [E:161| 800]: Train Loss:0.00094933, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:50:38,713 - wikidata12k_1n - [INFO] - [E:161| 900]: Train Loss:0.00094952, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:51:41,526 - wikidata12k_1n - [INFO] - [E:161| 1000]: Train Loss:0.00094933, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:52:44,370 - wikidata12k_1n - [INFO] - [E:161| 1100]: Train Loss:0.00094953, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:53:47,183 - wikidata12k_1n - [INFO] - [E:161| 1200]: Train Loss:0.00094937, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:54:49,954 - wikidata12k_1n - [INFO] - [E:161| 1300]: Train Loss:0.00094936, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:55:52,711 - wikidata12k_1n - [INFO] - [E:161| 1400]: Train Loss:0.00094922, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:56:55,468 - wikidata12k_1n - [INFO] - [E:161| 1500]: Train Loss:0.00094899, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:57:58,222 - wikidata12k_1n - [INFO] - [E:161| 1600]: Train Loss:0.00094894, Val MRR:0.43341, wikidata12k_1n
2023-05-09 03:58:39,222 - wikidata12k_1n - [INFO] - [Epoch:161]: Training Loss:0.0009491
2023-05-09 03:58:39,438 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 03:59:00,665 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 03:59:12,967 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 03:59:34,355 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 03:59:46,521 - wikidata12k_1n - [INFO] - [Evaluating Epoch 161 valid]:
MRR: Tail : 0.49206, Head : 0.3481, Avg : 0.42008
2023-05-09 03:59:46,521 - wikidata12k_1n - [INFO] - [Epoch 161]: Training Loss: 0.00094912, Valid MRR: 0.43341,
2023-05-09 03:59:47,164 - wikidata12k_1n - [INFO] - [E:162| 0]: Train Loss:0.0009576, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:00:49,987 - wikidata12k_1n - [INFO] - [E:162| 100]: Train Loss:0.00095174, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:01:52,733 - wikidata12k_1n - [INFO] - [E:162| 200]: Train Loss:0.00095217, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:02:55,467 - wikidata12k_1n - [INFO] - [E:162| 300]: Train Loss:0.00095108, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:03:58,175 - wikidata12k_1n - [INFO] - [E:162| 400]: Train Loss:0.00095063, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:05:00,959 - wikidata12k_1n - [INFO] - [E:162| 500]: Train Loss:0.00094999, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:06:03,775 - wikidata12k_1n - [INFO] - [E:162| 600]: Train Loss:0.00094892, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:07:06,539 - wikidata12k_1n - [INFO] - [E:162| 700]: Train Loss:0.00094868, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:08:09,365 - wikidata12k_1n - [INFO] - [E:162| 800]: Train Loss:0.000949, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:09:12,208 - wikidata12k_1n - [INFO] - [E:162| 900]: Train Loss:0.00094891, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:10:14,951 - wikidata12k_1n - [INFO] - [E:162| 1000]: Train Loss:0.0009487, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:11:17,602 - wikidata12k_1n - [INFO] - [E:162| 1100]: Train Loss:0.00094846, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:12:20,259 - wikidata12k_1n - [INFO] - [E:162| 1200]: Train Loss:0.00094857, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:13:23,016 - wikidata12k_1n - [INFO] - [E:162| 1300]: Train Loss:0.00094854, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:14:25,825 - wikidata12k_1n - [INFO] - [E:162| 1400]: Train Loss:0.00094875, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:15:28,554 - wikidata12k_1n - [INFO] - [E:162| 1500]: Train Loss:0.00094868, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:16:31,262 - wikidata12k_1n - [INFO] - [E:162| 1600]: Train Loss:0.00094859, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:17:12,267 - wikidata12k_1n - [INFO] - [Epoch:162]: Training Loss:0.0009485
2023-05-09 04:17:12,482 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 04:17:33,702 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 04:17:45,990 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 04:18:07,482 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 04:18:19,658 - wikidata12k_1n - [INFO] - [Evaluating Epoch 162 valid]:
MRR: Tail : 0.4971, Head : 0.35449, Avg : 0.42579
2023-05-09 04:18:19,658 - wikidata12k_1n - [INFO] - [Epoch 162]: Training Loss: 0.00094853, Valid MRR: 0.43341,
2023-05-09 04:18:20,299 - wikidata12k_1n - [INFO] - [E:163| 0]: Train Loss:0.00097098, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:19:23,039 - wikidata12k_1n - [INFO] - [E:163| 100]: Train Loss:0.00094887, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:20:25,744 - wikidata12k_1n - [INFO] - [E:163| 200]: Train Loss:0.00094873, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:21:28,391 - wikidata12k_1n - [INFO] - [E:163| 300]: Train Loss:0.00094924, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:22:31,093 - wikidata12k_1n - [INFO] - [E:163| 400]: Train Loss:0.00094815, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:23:33,792 - wikidata12k_1n - [INFO] - [E:163| 500]: Train Loss:0.00094895, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:24:36,496 - wikidata12k_1n - [INFO] - [E:163| 600]: Train Loss:0.00094867, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:25:39,180 - wikidata12k_1n - [INFO] - [E:163| 700]: Train Loss:0.00094863, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:26:41,962 - wikidata12k_1n - [INFO] - [E:163| 800]: Train Loss:0.00094862, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:27:44,720 - wikidata12k_1n - [INFO] - [E:163| 900]: Train Loss:0.00094836, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:28:47,525 - wikidata12k_1n - [INFO] - [E:163| 1000]: Train Loss:0.00094831, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:29:50,274 - wikidata12k_1n - [INFO] - [E:163| 1100]: Train Loss:0.00094838, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:30:52,987 - wikidata12k_1n - [INFO] - [E:163| 1200]: Train Loss:0.00094817, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:31:55,712 - wikidata12k_1n - [INFO] - [E:163| 1300]: Train Loss:0.00094822, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:32:58,440 - wikidata12k_1n - [INFO] - [E:163| 1400]: Train Loss:0.00094812, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:34:01,180 - wikidata12k_1n - [INFO] - [E:163| 1500]: Train Loss:0.00094806, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:35:03,918 - wikidata12k_1n - [INFO] - [E:163| 1600]: Train Loss:0.00094812, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:35:44,961 - wikidata12k_1n - [INFO] - [Epoch:163]: Training Loss:0.0009481
2023-05-09 04:35:45,176 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 04:36:06,401 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 04:36:18,670 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 04:36:40,046 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 04:36:52,202 - wikidata12k_1n - [INFO] - [Evaluating Epoch 163 valid]:
MRR: Tail : 0.50191, Head : 0.32037, Avg : 0.41114
2023-05-09 04:36:52,202 - wikidata12k_1n - [INFO] - [Epoch 163]: Training Loss: 0.00094815, Valid MRR: 0.43341,
2023-05-09 04:36:52,842 - wikidata12k_1n - [INFO] - [E:164| 0]: Train Loss:0.0009864, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:37:55,581 - wikidata12k_1n - [INFO] - [E:164| 100]: Train Loss:0.0009502, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:38:58,347 - wikidata12k_1n - [INFO] - [E:164| 200]: Train Loss:0.00095146, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:40:01,045 - wikidata12k_1n - [INFO] - [E:164| 300]: Train Loss:0.00094981, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:41:03,772 - wikidata12k_1n - [INFO] - [E:164| 400]: Train Loss:0.00095099, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:42:06,517 - wikidata12k_1n - [INFO] - [E:164| 500]: Train Loss:0.00095053, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:43:09,234 - wikidata12k_1n - [INFO] - [E:164| 600]: Train Loss:0.00095018, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:44:11,986 - wikidata12k_1n - [INFO] - [E:164| 700]: Train Loss:0.00094983, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:45:14,623 - wikidata12k_1n - [INFO] - [E:164| 800]: Train Loss:0.00094972, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:46:17,254 - wikidata12k_1n - [INFO] - [E:164| 900]: Train Loss:0.00094936, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:47:19,880 - wikidata12k_1n - [INFO] - [E:164| 1000]: Train Loss:0.00094951, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:48:22,586 - wikidata12k_1n - [INFO] - [E:164| 1100]: Train Loss:0.00095013, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:49:25,347 - wikidata12k_1n - [INFO] - [E:164| 1200]: Train Loss:0.00095005, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:50:28,091 - wikidata12k_1n - [INFO] - [E:164| 1300]: Train Loss:0.00095018, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:51:30,852 - wikidata12k_1n - [INFO] - [E:164| 1400]: Train Loss:0.00094998, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:52:33,646 - wikidata12k_1n - [INFO] - [E:164| 1500]: Train Loss:0.00094992, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:53:36,515 - wikidata12k_1n - [INFO] - [E:164| 1600]: Train Loss:0.00094953, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:54:17,503 - wikidata12k_1n - [INFO] - [Epoch:164]: Training Loss:0.0009493
2023-05-09 04:54:17,718 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 04:54:38,914 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 04:54:51,189 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 04:55:12,568 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 04:55:24,723 - wikidata12k_1n - [INFO] - [Evaluating Epoch 164 valid]:
MRR: Tail : 0.49643, Head : 0.35739, Avg : 0.42691
2023-05-09 04:55:24,723 - wikidata12k_1n - [INFO] - [Epoch 164]: Training Loss: 0.00094926, Valid MRR: 0.43341,
2023-05-09 04:55:25,367 - wikidata12k_1n - [INFO] - [E:165| 0]: Train Loss:0.00093808, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:56:28,102 - wikidata12k_1n - [INFO] - [E:165| 100]: Train Loss:0.00094895, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:57:30,803 - wikidata12k_1n - [INFO] - [E:165| 200]: Train Loss:0.00094706, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:58:33,514 - wikidata12k_1n - [INFO] - [E:165| 300]: Train Loss:0.0009465, Val MRR:0.43341, wikidata12k_1n
2023-05-09 04:59:36,232 - wikidata12k_1n - [INFO] - [E:165| 400]: Train Loss:0.00094732, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:00:38,972 - wikidata12k_1n - [INFO] - [E:165| 500]: Train Loss:0.0009481, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:01:41,832 - wikidata12k_1n - [INFO] - [E:165| 600]: Train Loss:0.00094849, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:02:44,580 - wikidata12k_1n - [INFO] - [E:165| 700]: Train Loss:0.00094887, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:03:47,301 - wikidata12k_1n - [INFO] - [E:165| 800]: Train Loss:0.00094858, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:04:49,972 - wikidata12k_1n - [INFO] - [E:165| 900]: Train Loss:0.00094844, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:05:52,603 - wikidata12k_1n - [INFO] - [E:165| 1000]: Train Loss:0.00094845, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:06:55,233 - wikidata12k_1n - [INFO] - [E:165| 1100]: Train Loss:0.00094805, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:07:57,900 - wikidata12k_1n - [INFO] - [E:165| 1200]: Train Loss:0.00094819, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:09:00,550 - wikidata12k_1n - [INFO] - [E:165| 1300]: Train Loss:0.00094818, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:10:03,282 - wikidata12k_1n - [INFO] - [E:165| 1400]: Train Loss:0.00094785, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:11:06,038 - wikidata12k_1n - [INFO] - [E:165| 1500]: Train Loss:0.00094772, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:12:08,724 - wikidata12k_1n - [INFO] - [E:165| 1600]: Train Loss:0.00094762, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:12:49,664 - wikidata12k_1n - [INFO] - [Epoch:165]: Training Loss:0.0009478
2023-05-09 05:12:49,880 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 05:13:11,087 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 05:13:23,356 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 05:13:44,715 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 05:13:56,866 - wikidata12k_1n - [INFO] - [Evaluating Epoch 165 valid]:
MRR: Tail : 0.49482, Head : 0.35862, Avg : 0.42672
2023-05-09 05:13:56,866 - wikidata12k_1n - [INFO] - [Epoch 165]: Training Loss: 0.0009478, Valid MRR: 0.43341,
2023-05-09 05:13:57,508 - wikidata12k_1n - [INFO] - [E:166| 0]: Train Loss:0.00092836, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:15:00,186 - wikidata12k_1n - [INFO] - [E:166| 100]: Train Loss:0.00094619, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:16:02,965 - wikidata12k_1n - [INFO] - [E:166| 200]: Train Loss:0.00094761, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:17:05,760 - wikidata12k_1n - [INFO] - [E:166| 300]: Train Loss:0.00094811, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:18:08,564 - wikidata12k_1n - [INFO] - [E:166| 400]: Train Loss:0.00094672, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:19:11,372 - wikidata12k_1n - [INFO] - [E:166| 500]: Train Loss:0.00094647, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:20:14,102 - wikidata12k_1n - [INFO] - [E:166| 600]: Train Loss:0.00094734, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:21:16,806 - wikidata12k_1n - [INFO] - [E:166| 700]: Train Loss:0.00094709, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:22:19,466 - wikidata12k_1n - [INFO] - [E:166| 800]: Train Loss:0.00094685, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:23:22,139 - wikidata12k_1n - [INFO] - [E:166| 900]: Train Loss:0.00094722, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:24:24,944 - wikidata12k_1n - [INFO] - [E:166| 1000]: Train Loss:0.0009474, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:25:27,717 - wikidata12k_1n - [INFO] - [E:166| 1100]: Train Loss:0.00094754, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:26:30,490 - wikidata12k_1n - [INFO] - [E:166| 1200]: Train Loss:0.00094768, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:27:33,268 - wikidata12k_1n - [INFO] - [E:166| 1300]: Train Loss:0.00094759, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:28:36,063 - wikidata12k_1n - [INFO] - [E:166| 1400]: Train Loss:0.00094752, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:29:38,809 - wikidata12k_1n - [INFO] - [E:166| 1500]: Train Loss:0.00094765, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:30:41,539 - wikidata12k_1n - [INFO] - [E:166| 1600]: Train Loss:0.00094737, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:31:22,550 - wikidata12k_1n - [INFO] - [Epoch:166]: Training Loss:0.0009474
2023-05-09 05:31:22,764 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 05:31:43,981 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 05:31:56,270 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 05:32:17,666 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 05:32:29,823 - wikidata12k_1n - [INFO] - [Evaluating Epoch 166 valid]:
MRR: Tail : 0.50048, Head : 0.36125, Avg : 0.43087
2023-05-09 05:32:29,823 - wikidata12k_1n - [INFO] - [Epoch 166]: Training Loss: 0.00094741, Valid MRR: 0.43341,
2023-05-09 05:32:30,469 - wikidata12k_1n - [INFO] - [E:167| 0]: Train Loss:0.00094092, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:33:33,187 - wikidata12k_1n - [INFO] - [E:167| 100]: Train Loss:0.00094781, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:34:35,958 - wikidata12k_1n - [INFO] - [E:167| 200]: Train Loss:0.00094827, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:35:38,676 - wikidata12k_1n - [INFO] - [E:167| 300]: Train Loss:0.00094784, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:36:41,482 - wikidata12k_1n - [INFO] - [E:167| 400]: Train Loss:0.00094732, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:37:44,181 - wikidata12k_1n - [INFO] - [E:167| 500]: Train Loss:0.0009471, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:38:46,922 - wikidata12k_1n - [INFO] - [E:167| 600]: Train Loss:0.00094744, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:39:49,721 - wikidata12k_1n - [INFO] - [E:167| 700]: Train Loss:0.00094721, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:40:52,439 - wikidata12k_1n - [INFO] - [E:167| 800]: Train Loss:0.00094725, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:41:55,183 - wikidata12k_1n - [INFO] - [E:167| 900]: Train Loss:0.00094751, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:42:57,913 - wikidata12k_1n - [INFO] - [E:167| 1000]: Train Loss:0.00094736, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:44:00,642 - wikidata12k_1n - [INFO] - [E:167| 1100]: Train Loss:0.0009473, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:45:03,532 - wikidata12k_1n - [INFO] - [E:167| 1200]: Train Loss:0.00094755, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:46:06,240 - wikidata12k_1n - [INFO] - [E:167| 1300]: Train Loss:0.00094736, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:47:08,945 - wikidata12k_1n - [INFO] - [E:167| 1400]: Train Loss:0.00094737, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:48:11,656 - wikidata12k_1n - [INFO] - [E:167| 1500]: Train Loss:0.00094739, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:49:14,369 - wikidata12k_1n - [INFO] - [E:167| 1600]: Train Loss:0.00094717, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:49:55,334 - wikidata12k_1n - [INFO] - [Epoch:167]: Training Loss:0.0009473
2023-05-09 05:49:55,548 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 05:50:16,737 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 05:50:29,005 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 05:50:50,366 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 05:51:02,527 - wikidata12k_1n - [INFO] - [Evaluating Epoch 167 valid]:
MRR: Tail : 0.5037, Head : 0.34324, Avg : 0.42347
2023-05-09 05:51:02,528 - wikidata12k_1n - [INFO] - [Epoch 167]: Training Loss: 0.00094728, Valid MRR: 0.43341,
2023-05-09 05:51:03,171 - wikidata12k_1n - [INFO] - [E:168| 0]: Train Loss:0.0009606, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:52:05,846 - wikidata12k_1n - [INFO] - [E:168| 100]: Train Loss:0.00094723, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:53:08,514 - wikidata12k_1n - [INFO] - [E:168| 200]: Train Loss:0.00094554, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:54:11,272 - wikidata12k_1n - [INFO] - [E:168| 300]: Train Loss:0.00094543, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:55:13,915 - wikidata12k_1n - [INFO] - [E:168| 400]: Train Loss:0.00094549, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:56:16,609 - wikidata12k_1n - [INFO] - [E:168| 500]: Train Loss:0.00094601, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:57:19,259 - wikidata12k_1n - [INFO] - [E:168| 600]: Train Loss:0.00094561, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:58:21,935 - wikidata12k_1n - [INFO] - [E:168| 700]: Train Loss:0.00094573, Val MRR:0.43341, wikidata12k_1n
2023-05-09 05:59:24,605 - wikidata12k_1n - [INFO] - [E:168| 800]: Train Loss:0.00094575, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:00:27,284 - wikidata12k_1n - [INFO] - [E:168| 900]: Train Loss:0.00094599, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:01:29,956 - wikidata12k_1n - [INFO] - [E:168| 1000]: Train Loss:0.00094627, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:02:32,728 - wikidata12k_1n - [INFO] - [E:168| 1100]: Train Loss:0.00094635, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:03:35,422 - wikidata12k_1n - [INFO] - [E:168| 1200]: Train Loss:0.00094631, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:04:38,086 - wikidata12k_1n - [INFO] - [E:168| 1300]: Train Loss:0.00094666, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:05:40,759 - wikidata12k_1n - [INFO] - [E:168| 1400]: Train Loss:0.0009468, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:06:43,420 - wikidata12k_1n - [INFO] - [E:168| 1500]: Train Loss:0.00094695, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:07:46,076 - wikidata12k_1n - [INFO] - [E:168| 1600]: Train Loss:0.00094688, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:08:27,034 - wikidata12k_1n - [INFO] - [Epoch:168]: Training Loss:0.000947
2023-05-09 06:08:27,247 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 06:08:48,449 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 06:09:00,735 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 06:09:22,099 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 06:09:34,258 - wikidata12k_1n - [INFO] - [Evaluating Epoch 168 valid]:
MRR: Tail : 0.49277, Head : 0.3283, Avg : 0.41053
2023-05-09 06:09:34,258 - wikidata12k_1n - [INFO] - [Epoch 168]: Training Loss: 0.00094702, Valid MRR: 0.43341,
2023-05-09 06:09:34,898 - wikidata12k_1n - [INFO] - [E:169| 0]: Train Loss:0.00093931, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:10:37,589 - wikidata12k_1n - [INFO] - [E:169| 100]: Train Loss:0.0009482, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:11:40,394 - wikidata12k_1n - [INFO] - [E:169| 200]: Train Loss:0.00094521, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:12:43,039 - wikidata12k_1n - [INFO] - [E:169| 300]: Train Loss:0.00094552, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:13:45,689 - wikidata12k_1n - [INFO] - [E:169| 400]: Train Loss:0.00094524, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:14:48,392 - wikidata12k_1n - [INFO] - [E:169| 500]: Train Loss:0.00094578, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:15:51,082 - wikidata12k_1n - [INFO] - [E:169| 600]: Train Loss:0.00094644, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:16:53,774 - wikidata12k_1n - [INFO] - [E:169| 700]: Train Loss:0.00094634, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:17:56,455 - wikidata12k_1n - [INFO] - [E:169| 800]: Train Loss:0.00094643, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:18:59,136 - wikidata12k_1n - [INFO] - [E:169| 900]: Train Loss:0.00094641, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:20:01,941 - wikidata12k_1n - [INFO] - [E:169| 1000]: Train Loss:0.00094699, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:21:04,715 - wikidata12k_1n - [INFO] - [E:169| 1100]: Train Loss:0.00094698, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:22:07,483 - wikidata12k_1n - [INFO] - [E:169| 1200]: Train Loss:0.00094703, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:23:10,177 - wikidata12k_1n - [INFO] - [E:169| 1300]: Train Loss:0.00094695, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:24:12,865 - wikidata12k_1n - [INFO] - [E:169| 1400]: Train Loss:0.00094686, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:25:15,551 - wikidata12k_1n - [INFO] - [E:169| 1500]: Train Loss:0.00094679, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:26:18,213 - wikidata12k_1n - [INFO] - [E:169| 1600]: Train Loss:0.00094678, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:26:48,623 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True}
2023-05-09 06:26:59,181 - wikidata12k_1n - [INFO] - [Epoch:169]: Training Loss:0.0009468
2023-05-09 06:26:59,396 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 06:27:01,175 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 06:27:20,606 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 06:27:32,887 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 06:27:54,266 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 06:28:06,456 - wikidata12k_1n - [INFO] - [Evaluating Epoch 169 valid]:
MRR: Tail : 0.49817, Head : 0.35948, Avg : 0.42883
MR: Tail : 764.68, Head : 825.21, Avg : 794.94
Hit-1: Tail : 0.40949, Head : 0.25727, Avg : 0.33338
Hit-3: Tail : 0.55528, Head : 0.41236, Avg : 0.48382
Hit-10: Tail : 0.65375, Head : 0.5621, Avg : 0.60793
2023-05-09 06:28:06,456 - wikidata12k_1n - [INFO] - [Epoch 169]: Training Loss: 0.00094679, Valid MRR: 0.43341,
2023-05-09 06:28:07,096 - wikidata12k_1n - [INFO] - [E:170| 0]: Train Loss:0.00092715, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:29:09,850 - wikidata12k_1n - [INFO] - [E:170| 100]: Train Loss:0.00094637, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:30:12,495 - wikidata12k_1n - [INFO] - [E:170| 200]: Train Loss:0.00094583, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:31:15,153 - wikidata12k_1n - [INFO] - [E:170| 300]: Train Loss:0.00094547, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:32:13,500 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': True}
2023-05-09 06:32:17,778 - wikidata12k_1n - [INFO] - [E:170| 400]: Train Loss:0.0009451, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:32:24,932 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 06:33:20,459 - wikidata12k_1n - [INFO] - [E:170| 500]: Train Loss:0.0009446, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:33:51,177 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 06:34:23,128 - wikidata12k_1n - [INFO] - [E:170| 600]: Train Loss:0.00094473, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:34:35,978 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n
2023-05-09 06:35:25,791 - wikidata12k_1n - [INFO] - [E:170| 700]: Train Loss:0.00094498, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:36:28,410 - wikidata12k_1n - [INFO] - [E:170| 800]: Train Loss:0.00094606, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:36:57,759 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n
2023-05-09 06:37:31,111 - wikidata12k_1n - [INFO] - [E:170| 900]: Train Loss:0.00094621, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:38:33,777 - wikidata12k_1n - [INFO] - [E:170| 1000]: Train Loss:0.00094607, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:39:03,229 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.46427, Head : 0.24285, Avg : 0.35356
MR: Tail : 824.82, Head : 853.63, Avg : 839.23
Hit-1: Tail : 0.36698, Head : 0.12859, Avg : 0.24778
Hit-3: Tail : 0.52192, Head : 0.27772, Avg : 0.39982
Hit-10: Tail : 0.64013, Head : 0.50656, Avg : 0.57335
2023-05-09 06:39:36,637 - wikidata12k_1n - [INFO] - [E:170| 1100]: Train Loss:0.00094572, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:40:39,371 - wikidata12k_1n - [INFO] - [E:170| 1200]: Train Loss:0.00094599, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:41:25,802 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False}
2023-05-09 06:41:37,077 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 06:41:42,103 - wikidata12k_1n - [INFO] - [E:170| 1300]: Train Loss:0.00094607, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:42:14,870 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 06:42:34,087 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n
2023-05-09 06:42:44,775 - wikidata12k_1n - [INFO] - [E:170| 1400]: Train Loss:0.00094652, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:43:13,222 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n
2023-05-09 06:43:32,469 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.46893, Head : 0.31723, Avg : 0.39308
MR: Tail : 824.79, Head : 853.0, Avg : 838.9
Hit-1: Tail : 0.37377, Head : 0.22474, Avg : 0.29926
Hit-3: Tail : 0.52421, Head : 0.34804, Avg : 0.43612
Hit-10: Tail : 0.64065, Head : 0.51549, Avg : 0.57807
2023-05-09 06:43:47,455 - wikidata12k_1n - [INFO] - [E:170| 1500]: Train Loss:0.00094659, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:44:50,120 - wikidata12k_1n - [INFO] - [E:170| 1600]: Train Loss:0.00094662, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:45:31,118 - wikidata12k_1n - [INFO] - [Epoch:170]: Training Loss:0.0009469
2023-05-09 06:45:31,334 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 06:45:52,594 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 06:46:04,860 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 06:46:26,200 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 06:46:38,339 - wikidata12k_1n - [INFO] - [Evaluating Epoch 170 valid]:
MRR: Tail : 0.50278, Head : 0.36266, Avg : 0.43272
2023-05-09 06:46:38,339 - wikidata12k_1n - [INFO] - [Epoch 170]: Training Loss: 0.00094691, Valid MRR: 0.43341,
2023-05-09 06:46:38,981 - wikidata12k_1n - [INFO] - [E:171| 0]: Train Loss:0.0009193, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:47:41,640 - wikidata12k_1n - [INFO] - [E:171| 100]: Train Loss:0.00094415, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:48:44,313 - wikidata12k_1n - [INFO] - [E:171| 200]: Train Loss:0.00094463, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:49:46,945 - wikidata12k_1n - [INFO] - [E:171| 300]: Train Loss:0.00094521, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:50:49,592 - wikidata12k_1n - [INFO] - [E:171| 400]: Train Loss:0.00094519, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:51:52,261 - wikidata12k_1n - [INFO] - [E:171| 500]: Train Loss:0.00094537, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:52:54,944 - wikidata12k_1n - [INFO] - [E:171| 600]: Train Loss:0.00094502, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:53:57,658 - wikidata12k_1n - [INFO] - [E:171| 700]: Train Loss:0.00094518, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:55:00,464 - wikidata12k_1n - [INFO] - [E:171| 800]: Train Loss:0.00094542, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:56:03,183 - wikidata12k_1n - [INFO] - [E:171| 900]: Train Loss:0.00094562, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:57:05,911 - wikidata12k_1n - [INFO] - [E:171| 1000]: Train Loss:0.00094579, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:58:08,600 - wikidata12k_1n - [INFO] - [E:171| 1100]: Train Loss:0.00094627, Val MRR:0.43341, wikidata12k_1n
2023-05-09 06:59:11,351 - wikidata12k_1n - [INFO] - [E:171| 1200]: Train Loss:0.00094645, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:00:14,041 - wikidata12k_1n - [INFO] - [E:171| 1300]: Train Loss:0.00094654, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:01:16,739 - wikidata12k_1n - [INFO] - [E:171| 1400]: Train Loss:0.00094636, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:02:19,477 - wikidata12k_1n - [INFO] - [E:171| 1500]: Train Loss:0.00094651, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:03:22,293 - wikidata12k_1n - [INFO] - [E:171| 1600]: Train Loss:0.00094638, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:04:03,279 - wikidata12k_1n - [INFO] - [Epoch:171]: Training Loss:0.0009465
2023-05-09 07:04:03,494 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 07:04:24,675 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 07:04:36,946 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 07:04:58,313 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 07:05:10,451 - wikidata12k_1n - [INFO] - [Evaluating Epoch 171 valid]:
MRR: Tail : 0.49928, Head : 0.33625, Avg : 0.41776
2023-05-09 07:05:10,451 - wikidata12k_1n - [INFO] - [Epoch 171]: Training Loss: 0.00094647, Valid MRR: 0.43341,
2023-05-09 07:05:11,093 - wikidata12k_1n - [INFO] - [E:172| 0]: Train Loss:0.00094649, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:06:13,818 - wikidata12k_1n - [INFO] - [E:172| 100]: Train Loss:0.00094782, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:07:16,513 - wikidata12k_1n - [INFO] - [E:172| 200]: Train Loss:0.00094653, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:08:19,249 - wikidata12k_1n - [INFO] - [E:172| 300]: Train Loss:0.00094608, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:09:21,991 - wikidata12k_1n - [INFO] - [E:172| 400]: Train Loss:0.0009458, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:10:24,696 - wikidata12k_1n - [INFO] - [E:172| 500]: Train Loss:0.00094623, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:11:27,367 - wikidata12k_1n - [INFO] - [E:172| 600]: Train Loss:0.00094607, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:12:30,156 - wikidata12k_1n - [INFO] - [E:172| 700]: Train Loss:0.0009465, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:13:32,932 - wikidata12k_1n - [INFO] - [E:172| 800]: Train Loss:0.00094651, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:14:35,652 - wikidata12k_1n - [INFO] - [E:172| 900]: Train Loss:0.00094648, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:15:38,372 - wikidata12k_1n - [INFO] - [E:172| 1000]: Train Loss:0.00094678, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:16:41,153 - wikidata12k_1n - [INFO] - [E:172| 1100]: Train Loss:0.00094692, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:17:43,877 - wikidata12k_1n - [INFO] - [E:172| 1200]: Train Loss:0.0009468, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:18:46,534 - wikidata12k_1n - [INFO] - [E:172| 1300]: Train Loss:0.00094673, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:19:49,166 - wikidata12k_1n - [INFO] - [E:172| 1400]: Train Loss:0.00094667, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:20:51,913 - wikidata12k_1n - [INFO] - [E:172| 1500]: Train Loss:0.00094649, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:21:54,564 - wikidata12k_1n - [INFO] - [E:172| 1600]: Train Loss:0.00094624, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:22:35,512 - wikidata12k_1n - [INFO] - [Epoch:172]: Training Loss:0.0009462
2023-05-09 07:22:35,726 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 07:22:56,901 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 07:23:09,155 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 07:23:30,493 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 07:23:42,641 - wikidata12k_1n - [INFO] - [Evaluating Epoch 172 valid]:
MRR: Tail : 0.50381, Head : 0.34003, Avg : 0.42192
2023-05-09 07:23:42,641 - wikidata12k_1n - [INFO] - [Epoch 172]: Training Loss: 0.00094622, Valid MRR: 0.43341,
2023-05-09 07:23:43,280 - wikidata12k_1n - [INFO] - [E:173| 0]: Train Loss:0.00093044, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:24:45,962 - wikidata12k_1n - [INFO] - [E:173| 100]: Train Loss:0.00094443, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:25:48,642 - wikidata12k_1n - [INFO] - [E:173| 200]: Train Loss:0.00094611, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:26:51,306 - wikidata12k_1n - [INFO] - [E:173| 300]: Train Loss:0.00094553, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:27:53,977 - wikidata12k_1n - [INFO] - [E:173| 400]: Train Loss:0.00094481, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:28:56,719 - wikidata12k_1n - [INFO] - [E:173| 500]: Train Loss:0.00094506, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:29:59,435 - wikidata12k_1n - [INFO] - [E:173| 600]: Train Loss:0.00094511, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:31:02,087 - wikidata12k_1n - [INFO] - [E:173| 700]: Train Loss:0.00094534, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:32:04,746 - wikidata12k_1n - [INFO] - [E:173| 800]: Train Loss:0.00094572, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:33:07,375 - wikidata12k_1n - [INFO] - [E:173| 900]: Train Loss:0.00094625, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:34:09,978 - wikidata12k_1n - [INFO] - [E:173| 1000]: Train Loss:0.00094589, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:35:12,653 - wikidata12k_1n - [INFO] - [E:173| 1100]: Train Loss:0.00094578, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:36:15,396 - wikidata12k_1n - [INFO] - [E:173| 1200]: Train Loss:0.00094584, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:37:18,064 - wikidata12k_1n - [INFO] - [E:173| 1300]: Train Loss:0.00094573, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:38:20,830 - wikidata12k_1n - [INFO] - [E:173| 1400]: Train Loss:0.00094573, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:39:23,502 - wikidata12k_1n - [INFO] - [E:173| 1500]: Train Loss:0.00094581, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:40:26,172 - wikidata12k_1n - [INFO] - [E:173| 1600]: Train Loss:0.00094597, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:41:07,112 - wikidata12k_1n - [INFO] - [Epoch:173]: Training Loss:0.0009461
2023-05-09 07:41:07,328 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 07:41:28,510 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 07:41:40,768 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 07:42:02,131 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 07:42:14,275 - wikidata12k_1n - [INFO] - [Evaluating Epoch 173 valid]:
MRR: Tail : 0.49738, Head : 0.34201, Avg : 0.4197
2023-05-09 07:42:14,275 - wikidata12k_1n - [INFO] - [Epoch 173]: Training Loss: 0.00094614, Valid MRR: 0.43341,
2023-05-09 07:42:14,916 - wikidata12k_1n - [INFO] - [E:174| 0]: Train Loss:0.00096208, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:43:17,568 - wikidata12k_1n - [INFO] - [E:174| 100]: Train Loss:0.00094539, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:44:20,259 - wikidata12k_1n - [INFO] - [E:174| 200]: Train Loss:0.00094509, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:45:22,932 - wikidata12k_1n - [INFO] - [E:174| 300]: Train Loss:0.00094506, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:46:25,675 - wikidata12k_1n - [INFO] - [E:174| 400]: Train Loss:0.00094532, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:47:28,420 - wikidata12k_1n - [INFO] - [E:174| 500]: Train Loss:0.00094473, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:48:31,129 - wikidata12k_1n - [INFO] - [E:174| 600]: Train Loss:0.00094513, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:49:33,782 - wikidata12k_1n - [INFO] - [E:174| 700]: Train Loss:0.00094505, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:50:36,427 - wikidata12k_1n - [INFO] - [E:174| 800]: Train Loss:0.0009452, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:51:39,061 - wikidata12k_1n - [INFO] - [E:174| 900]: Train Loss:0.00094569, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:52:41,730 - wikidata12k_1n - [INFO] - [E:174| 1000]: Train Loss:0.00094575, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:53:44,386 - wikidata12k_1n - [INFO] - [E:174| 1100]: Train Loss:0.00094556, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:54:47,004 - wikidata12k_1n - [INFO] - [E:174| 1200]: Train Loss:0.00094567, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:55:49,812 - wikidata12k_1n - [INFO] - [E:174| 1300]: Train Loss:0.00094566, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:56:52,487 - wikidata12k_1n - [INFO] - [E:174| 1400]: Train Loss:0.00094586, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:57:55,122 - wikidata12k_1n - [INFO] - [E:174| 1500]: Train Loss:0.00094568, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:58:57,770 - wikidata12k_1n - [INFO] - [E:174| 1600]: Train Loss:0.00094576, Val MRR:0.43341, wikidata12k_1n
2023-05-09 07:59:38,698 - wikidata12k_1n - [INFO] - [Epoch:174]: Training Loss:0.0009457
2023-05-09 07:59:38,913 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 08:00:00,095 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 08:00:12,367 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 08:00:33,728 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 08:00:45,896 - wikidata12k_1n - [INFO] - [Evaluating Epoch 174 valid]:
MRR: Tail : 0.49976, Head : 0.35334, Avg : 0.42655
2023-05-09 08:00:45,896 - wikidata12k_1n - [INFO] - [Epoch 174]: Training Loss: 0.0009457, Valid MRR: 0.43341,
2023-05-09 08:00:46,542 - wikidata12k_1n - [INFO] - [E:175| 0]: Train Loss:0.000914, Val MRR:0.43341, wikidata12k_1n
2023-05-09 08:01:49,263 - wikidata12k_1n - [INFO] - [E:175| 100]: Train Loss:0.00094567, Val MRR:0.43341, wikidata12k_1n
2023-05-09 08:02:51,937 - wikidata12k_1n - [INFO] - [E:175| 200]: Train Loss:0.0009477, Val MRR:0.43341, wikidata12k_1n
2023-05-09 08:03:54,617 - wikidata12k_1n - [INFO] - [E:175| 300]: Train Loss:0.000946, Val MRR:0.43341, wikidata12k_1n
2023-05-09 08:04:57,393 - wikidata12k_1n - [INFO] - [E:175| 400]: Train Loss:0.00094532, Val MRR:0.43341, wikidata12k_1n
2023-05-09 08:06:00,164 - wikidata12k_1n - [INFO] - [E:175| 500]: Train Loss:0.00094449, Val MRR:0.43341, wikidata12k_1n
2023-05-09 08:07:02,945 - wikidata12k_1n - [INFO] - [E:175| 600]: Train Loss:0.00094498, Val MRR:0.43341, wikidata12k_1n
2023-05-09 08:08:05,710 - wikidata12k_1n - [INFO] - [E:175| 700]: Train Loss:0.00094529, Val MRR:0.43341, wikidata12k_1n
2023-05-09 08:09:08,654 - wikidata12k_1n - [INFO] - [E:175| 800]: Train Loss:0.00094549, Val MRR:0.43341, wikidata12k_1n
2023-05-09 08:10:11,506 - wikidata12k_1n - [INFO] - [E:175| 900]: Train Loss:0.00094558, Val MRR:0.43341, wikidata12k_1n
2023-05-09 08:11:14,381 - wikidata12k_1n - [INFO] - [E:175| 1000]: Train Loss:0.00094561, Val MRR:0.43341, wikidata12k_1n
2023-05-09 08:12:17,043 - wikidata12k_1n - [INFO] - [E:175| 1100]: Train Loss:0.00094566, Val MRR:0.43341, wikidata12k_1n
2023-05-09 08:13:19,879 - wikidata12k_1n - [INFO] - [E:175| 1200]: Train Loss:0.00094548, Val MRR:0.43341, wikidata12k_1n
2023-05-09 08:14:22,614 - wikidata12k_1n - [INFO] - [E:175| 1300]: Train Loss:0.00094543, Val MRR:0.43341, wikidata12k_1n
2023-05-09 08:15:25,355 - wikidata12k_1n - [INFO] - [E:175| 1400]: Train Loss:0.00094547, Val MRR:0.43341, wikidata12k_1n
2023-05-09 08:16:28,093 - wikidata12k_1n - [INFO] - [E:175| 1500]: Train Loss:0.00094509, Val MRR:0.43341, wikidata12k_1n
2023-05-09 08:17:30,818 - wikidata12k_1n - [INFO] - [E:175| 1600]: Train Loss:0.00094511, Val MRR:0.43341, wikidata12k_1n
2023-05-09 08:18:11,871 - wikidata12k_1n - [INFO] - [Epoch:175]: Training Loss:0.0009454
2023-05-09 08:18:12,090 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 08:18:33,283 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 08:18:45,566 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 08:19:06,923 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 08:19:19,072 - wikidata12k_1n - [INFO] - [Evaluating Epoch 175 valid]:
MRR: Tail : 0.49948, Head : 0.3756, Avg : 0.43754
2023-05-09 08:19:20,033 - wikidata12k_1n - [INFO] - [Epoch 175]: Training Loss: 0.00094539, Valid MRR: 0.43754,
2023-05-09 08:19:20,676 - wikidata12k_1n - [INFO] - [E:176| 0]: Train Loss:0.00092347, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:20:23,436 - wikidata12k_1n - [INFO] - [E:176| 100]: Train Loss:0.00094176, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:21:26,234 - wikidata12k_1n - [INFO] - [E:176| 200]: Train Loss:0.00094401, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:22:28,968 - wikidata12k_1n - [INFO] - [E:176| 300]: Train Loss:0.00094333, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:23:31,691 - wikidata12k_1n - [INFO] - [E:176| 400]: Train Loss:0.00094296, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:24:34,429 - wikidata12k_1n - [INFO] - [E:176| 500]: Train Loss:0.00094312, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:25:37,151 - wikidata12k_1n - [INFO] - [E:176| 600]: Train Loss:0.00094402, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:26:39,847 - wikidata12k_1n - [INFO] - [E:176| 700]: Train Loss:0.00094415, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:27:42,526 - wikidata12k_1n - [INFO] - [E:176| 800]: Train Loss:0.00094423, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:28:45,180 - wikidata12k_1n - [INFO] - [E:176| 900]: Train Loss:0.000944, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:29:47,884 - wikidata12k_1n - [INFO] - [E:176| 1000]: Train Loss:0.00094421, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:30:50,657 - wikidata12k_1n - [INFO] - [E:176| 1100]: Train Loss:0.00094435, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:31:53,378 - wikidata12k_1n - [INFO] - [E:176| 1200]: Train Loss:0.00094462, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:32:56,085 - wikidata12k_1n - [INFO] - [E:176| 1300]: Train Loss:0.00094488, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:33:58,790 - wikidata12k_1n - [INFO] - [E:176| 1400]: Train Loss:0.00094526, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:35:01,554 - wikidata12k_1n - [INFO] - [E:176| 1500]: Train Loss:0.00094516, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:36:04,261 - wikidata12k_1n - [INFO] - [E:176| 1600]: Train Loss:0.00094504, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:36:45,261 - wikidata12k_1n - [INFO] - [Epoch:176]: Training Loss:0.0009452
2023-05-09 08:36:45,476 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 08:37:06,659 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 08:37:18,926 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 08:37:40,307 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 08:37:52,453 - wikidata12k_1n - [INFO] - [Evaluating Epoch 176 valid]:
MRR: Tail : 0.49902, Head : 0.27045, Avg : 0.38473
2023-05-09 08:37:52,453 - wikidata12k_1n - [INFO] - [Epoch 176]: Training Loss: 0.00094523, Valid MRR: 0.43754,
2023-05-09 08:37:53,094 - wikidata12k_1n - [INFO] - [E:177| 0]: Train Loss:0.00092358, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:38:55,920 - wikidata12k_1n - [INFO] - [E:177| 100]: Train Loss:0.00094676, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:39:58,635 - wikidata12k_1n - [INFO] - [E:177| 200]: Train Loss:0.00094571, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:41:01,339 - wikidata12k_1n - [INFO] - [E:177| 300]: Train Loss:0.00094601, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:42:04,032 - wikidata12k_1n - [INFO] - [E:177| 400]: Train Loss:0.00094531, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:43:06,700 - wikidata12k_1n - [INFO] - [E:177| 500]: Train Loss:0.00094534, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:44:09,401 - wikidata12k_1n - [INFO] - [E:177| 600]: Train Loss:0.00094556, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:45:12,122 - wikidata12k_1n - [INFO] - [E:177| 700]: Train Loss:0.00094564, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:46:14,966 - wikidata12k_1n - [INFO] - [E:177| 800]: Train Loss:0.00094559, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:47:17,666 - wikidata12k_1n - [INFO] - [E:177| 900]: Train Loss:0.00094564, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:48:20,454 - wikidata12k_1n - [INFO] - [E:177| 1000]: Train Loss:0.00094534, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:49:23,229 - wikidata12k_1n - [INFO] - [E:177| 1100]: Train Loss:0.0009452, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:50:25,951 - wikidata12k_1n - [INFO] - [E:177| 1200]: Train Loss:0.00094501, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:51:28,707 - wikidata12k_1n - [INFO] - [E:177| 1300]: Train Loss:0.00094494, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:52:31,450 - wikidata12k_1n - [INFO] - [E:177| 1400]: Train Loss:0.00094474, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:53:34,202 - wikidata12k_1n - [INFO] - [E:177| 1500]: Train Loss:0.00094505, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:54:36,975 - wikidata12k_1n - [INFO] - [E:177| 1600]: Train Loss:0.0009451, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:55:17,982 - wikidata12k_1n - [INFO] - [Epoch:177]: Training Loss:0.0009449
2023-05-09 08:55:18,196 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 08:55:39,422 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 08:55:51,716 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 08:56:13,135 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 08:56:25,285 - wikidata12k_1n - [INFO] - [Evaluating Epoch 177 valid]:
MRR: Tail : 0.50254, Head : 0.37072, Avg : 0.43663
2023-05-09 08:56:25,285 - wikidata12k_1n - [INFO] - [Epoch 177]: Training Loss: 0.00094491, Valid MRR: 0.43754,
2023-05-09 08:56:25,924 - wikidata12k_1n - [INFO] - [E:178| 0]: Train Loss:0.00093761, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:57:28,587 - wikidata12k_1n - [INFO] - [E:178| 100]: Train Loss:0.00094273, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:58:31,261 - wikidata12k_1n - [INFO] - [E:178| 200]: Train Loss:0.00094211, Val MRR:0.43754, wikidata12k_1n
2023-05-09 08:59:33,926 - wikidata12k_1n - [INFO] - [E:178| 300]: Train Loss:0.00094314, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:00:36,575 - wikidata12k_1n - [INFO] - [E:178| 400]: Train Loss:0.00094315, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:01:39,215 - wikidata12k_1n - [INFO] - [E:178| 500]: Train Loss:0.00094368, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:02:41,842 - wikidata12k_1n - [INFO] - [E:178| 600]: Train Loss:0.00094395, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:03:44,500 - wikidata12k_1n - [INFO] - [E:178| 700]: Train Loss:0.00094436, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:04:47,222 - wikidata12k_1n - [INFO] - [E:178| 800]: Train Loss:0.00094454, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:05:49,911 - wikidata12k_1n - [INFO] - [E:178| 900]: Train Loss:0.00094453, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:06:52,642 - wikidata12k_1n - [INFO] - [E:178| 1000]: Train Loss:0.00094464, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:07:55,360 - wikidata12k_1n - [INFO] - [E:178| 1100]: Train Loss:0.00094442, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:08:58,063 - wikidata12k_1n - [INFO] - [E:178| 1200]: Train Loss:0.00094445, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:10:00,820 - wikidata12k_1n - [INFO] - [E:178| 1300]: Train Loss:0.00094469, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:11:03,534 - wikidata12k_1n - [INFO] - [E:178| 1400]: Train Loss:0.000945, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:12:06,285 - wikidata12k_1n - [INFO] - [E:178| 1500]: Train Loss:0.00094532, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:13:09,037 - wikidata12k_1n - [INFO] - [E:178| 1600]: Train Loss:0.00094494, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:13:50,087 - wikidata12k_1n - [INFO] - [Epoch:178]: Training Loss:0.0009449
2023-05-09 09:13:50,302 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 09:14:11,488 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 09:14:23,754 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 09:14:45,132 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 09:14:57,278 - wikidata12k_1n - [INFO] - [Evaluating Epoch 178 valid]:
MRR: Tail : 0.49396, Head : 0.35434, Avg : 0.42415
2023-05-09 09:14:57,278 - wikidata12k_1n - [INFO] - [Epoch 178]: Training Loss: 0.00094489, Valid MRR: 0.43754,
2023-05-09 09:14:57,919 - wikidata12k_1n - [INFO] - [E:179| 0]: Train Loss:0.00093283, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:16:00,617 - wikidata12k_1n - [INFO] - [E:179| 100]: Train Loss:0.00094391, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:17:03,343 - wikidata12k_1n - [INFO] - [E:179| 200]: Train Loss:0.00094526, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:18:06,018 - wikidata12k_1n - [INFO] - [E:179| 300]: Train Loss:0.00094605, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:19:08,636 - wikidata12k_1n - [INFO] - [E:179| 400]: Train Loss:0.0009455, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:20:11,250 - wikidata12k_1n - [INFO] - [E:179| 500]: Train Loss:0.00094489, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:21:13,875 - wikidata12k_1n - [INFO] - [E:179| 600]: Train Loss:0.00094433, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:22:16,612 - wikidata12k_1n - [INFO] - [E:179| 700]: Train Loss:0.00094396, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:23:19,293 - wikidata12k_1n - [INFO] - [E:179| 800]: Train Loss:0.00094418, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:24:21,953 - wikidata12k_1n - [INFO] - [E:179| 900]: Train Loss:0.00094434, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:25:24,610 - wikidata12k_1n - [INFO] - [E:179| 1000]: Train Loss:0.00094435, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:26:27,304 - wikidata12k_1n - [INFO] - [E:179| 1100]: Train Loss:0.00094413, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:27:29,953 - wikidata12k_1n - [INFO] - [E:179| 1200]: Train Loss:0.00094407, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:28:32,613 - wikidata12k_1n - [INFO] - [E:179| 1300]: Train Loss:0.00094431, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:29:35,260 - wikidata12k_1n - [INFO] - [E:179| 1400]: Train Loss:0.00094436, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:30:37,918 - wikidata12k_1n - [INFO] - [E:179| 1500]: Train Loss:0.00094432, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:31:40,660 - wikidata12k_1n - [INFO] - [E:179| 1600]: Train Loss:0.00094443, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:32:21,621 - wikidata12k_1n - [INFO] - [Epoch:179]: Training Loss:0.0009444
2023-05-09 09:32:21,835 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 09:32:43,051 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 09:32:55,323 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 09:33:16,687 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 09:33:28,842 - wikidata12k_1n - [INFO] - [Evaluating Epoch 179 valid]:
MRR: Tail : 0.49842, Head : 0.35319, Avg : 0.42581
MR: Tail : 774.78, Head : 825.42, Avg : 800.1
Hit-1: Tail : 0.41083, Head : 0.25114, Avg : 0.33098
Hit-3: Tail : 0.54488, Head : 0.40108, Avg : 0.47298
Hit-10: Tail : 0.66147, Head : 0.55552, Avg : 0.6085
2023-05-09 09:33:28,842 - wikidata12k_1n - [INFO] - [Epoch 179]: Training Loss: 0.00094443, Valid MRR: 0.43754,
2023-05-09 09:33:29,482 - wikidata12k_1n - [INFO] - [E:180| 0]: Train Loss:0.001018, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:34:32,167 - wikidata12k_1n - [INFO] - [E:180| 100]: Train Loss:0.00094427, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:35:34,803 - wikidata12k_1n - [INFO] - [E:180| 200]: Train Loss:0.00094273, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:36:37,436 - wikidata12k_1n - [INFO] - [E:180| 300]: Train Loss:0.00094362, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:37:40,095 - wikidata12k_1n - [INFO] - [E:180| 400]: Train Loss:0.00094329, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:38:42,746 - wikidata12k_1n - [INFO] - [E:180| 500]: Train Loss:0.0009437, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:39:45,495 - wikidata12k_1n - [INFO] - [E:180| 600]: Train Loss:0.0009447, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:40:48,211 - wikidata12k_1n - [INFO] - [E:180| 700]: Train Loss:0.00094454, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:41:50,947 - wikidata12k_1n - [INFO] - [E:180| 800]: Train Loss:0.00094462, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:42:53,666 - wikidata12k_1n - [INFO] - [E:180| 900]: Train Loss:0.0009448, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:43:56,331 - wikidata12k_1n - [INFO] - [E:180| 1000]: Train Loss:0.00094458, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:44:58,965 - wikidata12k_1n - [INFO] - [E:180| 1100]: Train Loss:0.00094442, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:46:01,597 - wikidata12k_1n - [INFO] - [E:180| 1200]: Train Loss:0.00094432, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:47:04,227 - wikidata12k_1n - [INFO] - [E:180| 1300]: Train Loss:0.0009445, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:48:06,887 - wikidata12k_1n - [INFO] - [E:180| 1400]: Train Loss:0.00094489, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:49:09,679 - wikidata12k_1n - [INFO] - [E:180| 1500]: Train Loss:0.00094483, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:50:12,396 - wikidata12k_1n - [INFO] - [E:180| 1600]: Train Loss:0.00094467, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:50:53,376 - wikidata12k_1n - [INFO] - [Epoch:180]: Training Loss:0.0009447
2023-05-09 09:50:53,592 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 09:51:14,781 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 09:51:27,057 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 09:51:48,428 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 09:52:00,577 - wikidata12k_1n - [INFO] - [Evaluating Epoch 180 valid]:
MRR: Tail : 0.50589, Head : 0.35442, Avg : 0.43016
2023-05-09 09:52:00,577 - wikidata12k_1n - [INFO] - [Epoch 180]: Training Loss: 0.00094472, Valid MRR: 0.43754,
2023-05-09 09:52:01,219 - wikidata12k_1n - [INFO] - [E:181| 0]: Train Loss:0.00092816, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:53:03,880 - wikidata12k_1n - [INFO] - [E:181| 100]: Train Loss:0.00094238, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:54:06,513 - wikidata12k_1n - [INFO] - [E:181| 200]: Train Loss:0.00094342, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:55:09,180 - wikidata12k_1n - [INFO] - [E:181| 300]: Train Loss:0.00094352, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:56:11,835 - wikidata12k_1n - [INFO] - [E:181| 400]: Train Loss:0.00094308, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:57:14,591 - wikidata12k_1n - [INFO] - [E:181| 500]: Train Loss:0.00094369, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:58:17,342 - wikidata12k_1n - [INFO] - [E:181| 600]: Train Loss:0.00094396, Val MRR:0.43754, wikidata12k_1n
2023-05-09 09:59:20,040 - wikidata12k_1n - [INFO] - [E:181| 700]: Train Loss:0.00094416, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:00:22,721 - wikidata12k_1n - [INFO] - [E:181| 800]: Train Loss:0.00094435, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:01:25,426 - wikidata12k_1n - [INFO] - [E:181| 900]: Train Loss:0.00094441, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:02:28,067 - wikidata12k_1n - [INFO] - [E:181| 1000]: Train Loss:0.00094424, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:03:30,710 - wikidata12k_1n - [INFO] - [E:181| 1100]: Train Loss:0.00094404, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:04:33,382 - wikidata12k_1n - [INFO] - [E:181| 1200]: Train Loss:0.00094419, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:05:36,137 - wikidata12k_1n - [INFO] - [E:181| 1300]: Train Loss:0.00094452, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:06:38,883 - wikidata12k_1n - [INFO] - [E:181| 1400]: Train Loss:0.0009443, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:07:41,521 - wikidata12k_1n - [INFO] - [E:181| 1500]: Train Loss:0.00094414, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:08:44,176 - wikidata12k_1n - [INFO] - [E:181| 1600]: Train Loss:0.00094421, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:09:25,113 - wikidata12k_1n - [INFO] - [Epoch:181]: Training Loss:0.0009444
2023-05-09 10:09:25,330 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 10:09:46,532 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 10:09:58,798 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 10:10:20,153 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 10:10:32,300 - wikidata12k_1n - [INFO] - [Evaluating Epoch 181 valid]:
MRR: Tail : 0.49799, Head : 0.33802, Avg : 0.418
2023-05-09 10:10:32,300 - wikidata12k_1n - [INFO] - [Epoch 181]: Training Loss: 0.00094443, Valid MRR: 0.43754,
2023-05-09 10:10:32,943 - wikidata12k_1n - [INFO] - [E:182| 0]: Train Loss:0.00093058, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:11:35,719 - wikidata12k_1n - [INFO] - [E:182| 100]: Train Loss:0.0009443, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:12:38,515 - wikidata12k_1n - [INFO] - [E:182| 200]: Train Loss:0.00094357, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:13:41,268 - wikidata12k_1n - [INFO] - [E:182| 300]: Train Loss:0.00094447, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:14:44,041 - wikidata12k_1n - [INFO] - [E:182| 400]: Train Loss:0.00094407, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:15:46,718 - wikidata12k_1n - [INFO] - [E:182| 500]: Train Loss:0.00094356, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:16:49,380 - wikidata12k_1n - [INFO] - [E:182| 600]: Train Loss:0.00094372, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:17:52,047 - wikidata12k_1n - [INFO] - [E:182| 700]: Train Loss:0.00094346, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:18:54,742 - wikidata12k_1n - [INFO] - [E:182| 800]: Train Loss:0.00094428, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:19:57,378 - wikidata12k_1n - [INFO] - [E:182| 900]: Train Loss:0.00094482, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:21:00,042 - wikidata12k_1n - [INFO] - [E:182| 1000]: Train Loss:0.0009447, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:22:02,721 - wikidata12k_1n - [INFO] - [E:182| 1100]: Train Loss:0.00094476, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:23:05,402 - wikidata12k_1n - [INFO] - [E:182| 1200]: Train Loss:0.00094463, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:24:08,216 - wikidata12k_1n - [INFO] - [E:182| 1300]: Train Loss:0.00094443, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:25:10,953 - wikidata12k_1n - [INFO] - [E:182| 1400]: Train Loss:0.00094445, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:26:13,733 - wikidata12k_1n - [INFO] - [E:182| 1500]: Train Loss:0.00094421, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:27:16,485 - wikidata12k_1n - [INFO] - [E:182| 1600]: Train Loss:0.00094427, Val MRR:0.43754, wikidata12k_1n
2023-05-09 10:27:57,465 - wikidata12k_1n - [INFO] - [Epoch:182]: Training Loss:0.0009441
2023-05-09 10:27:57,679 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 10:28:18,871 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 10:28:31,162 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 10:28:52,520 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 10:29:04,671 - wikidata12k_1n - [INFO] - [Evaluating Epoch 182 valid]:
MRR: Tail : 0.50595, Head : 0.37221, Avg : 0.43908
2023-05-09 10:29:05,652 - wikidata12k_1n - [INFO] - [Epoch 182]: Training Loss: 0.00094411, Valid MRR: 0.43908,
2023-05-09 10:29:06,297 - wikidata12k_1n - [INFO] - [E:183| 0]: Train Loss:0.00093062, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:30:09,031 - wikidata12k_1n - [INFO] - [E:183| 100]: Train Loss:0.00094623, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:31:11,721 - wikidata12k_1n - [INFO] - [E:183| 200]: Train Loss:0.00094643, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:32:14,598 - wikidata12k_1n - [INFO] - [E:183| 300]: Train Loss:0.00094531, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:33:17,355 - wikidata12k_1n - [INFO] - [E:183| 400]: Train Loss:0.00094496, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:34:20,082 - wikidata12k_1n - [INFO] - [E:183| 500]: Train Loss:0.00094462, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:35:22,837 - wikidata12k_1n - [INFO] - [E:183| 600]: Train Loss:0.0009446, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:36:25,555 - wikidata12k_1n - [INFO] - [E:183| 700]: Train Loss:0.00094439, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:37:28,228 - wikidata12k_1n - [INFO] - [E:183| 800]: Train Loss:0.00094376, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:38:30,876 - wikidata12k_1n - [INFO] - [E:183| 900]: Train Loss:0.00094381, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:39:33,542 - wikidata12k_1n - [INFO] - [E:183| 1000]: Train Loss:0.00094385, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:40:36,309 - wikidata12k_1n - [INFO] - [E:183| 1100]: Train Loss:0.00094348, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:41:39,030 - wikidata12k_1n - [INFO] - [E:183| 1200]: Train Loss:0.00094362, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:42:41,738 - wikidata12k_1n - [INFO] - [E:183| 1300]: Train Loss:0.0009436, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:43:44,443 - wikidata12k_1n - [INFO] - [E:183| 1400]: Train Loss:0.00094346, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:44:47,148 - wikidata12k_1n - [INFO] - [E:183| 1500]: Train Loss:0.00094344, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:45:49,849 - wikidata12k_1n - [INFO] - [E:183| 1600]: Train Loss:0.0009436, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:46:30,811 - wikidata12k_1n - [INFO] - [Epoch:183]: Training Loss:0.0009436
2023-05-09 10:46:31,026 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 10:46:52,201 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 10:47:04,470 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 10:47:25,825 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 10:47:37,972 - wikidata12k_1n - [INFO] - [Evaluating Epoch 183 valid]:
MRR: Tail : 0.49288, Head : 0.36969, Avg : 0.43129
2023-05-09 10:47:37,972 - wikidata12k_1n - [INFO] - [Epoch 183]: Training Loss: 0.00094356, Valid MRR: 0.43908,
2023-05-09 10:47:38,613 - wikidata12k_1n - [INFO] - [E:184| 0]: Train Loss:0.00093356, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:48:41,331 - wikidata12k_1n - [INFO] - [E:184| 100]: Train Loss:0.00094361, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:49:44,163 - wikidata12k_1n - [INFO] - [E:184| 200]: Train Loss:0.00094205, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:50:46,926 - wikidata12k_1n - [INFO] - [E:184| 300]: Train Loss:0.0009424, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:51:49,687 - wikidata12k_1n - [INFO] - [E:184| 400]: Train Loss:0.0009426, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:52:52,492 - wikidata12k_1n - [INFO] - [E:184| 500]: Train Loss:0.00094213, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:53:55,211 - wikidata12k_1n - [INFO] - [E:184| 600]: Train Loss:0.00094243, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:54:57,862 - wikidata12k_1n - [INFO] - [E:184| 700]: Train Loss:0.00094258, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:56:00,505 - wikidata12k_1n - [INFO] - [E:184| 800]: Train Loss:0.00094253, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:57:03,143 - wikidata12k_1n - [INFO] - [E:184| 900]: Train Loss:0.0009427, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:58:05,904 - wikidata12k_1n - [INFO] - [E:184| 1000]: Train Loss:0.00094268, Val MRR:0.43908, wikidata12k_1n
2023-05-09 10:59:08,633 - wikidata12k_1n - [INFO] - [E:184| 1100]: Train Loss:0.00094273, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:00:11,319 - wikidata12k_1n - [INFO] - [E:184| 1200]: Train Loss:0.00094274, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:01:13,996 - wikidata12k_1n - [INFO] - [E:184| 1300]: Train Loss:0.00094292, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:02:16,679 - wikidata12k_1n - [INFO] - [E:184| 1400]: Train Loss:0.00094325, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:03:19,370 - wikidata12k_1n - [INFO] - [E:184| 1500]: Train Loss:0.00094347, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:04:22,056 - wikidata12k_1n - [INFO] - [E:184| 1600]: Train Loss:0.00094352, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:05:03,003 - wikidata12k_1n - [INFO] - [Epoch:184]: Training Loss:0.0009436
2023-05-09 11:05:03,218 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 11:05:24,402 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 11:05:36,668 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 11:05:58,003 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 11:06:10,138 - wikidata12k_1n - [INFO] - [Evaluating Epoch 184 valid]:
MRR: Tail : 0.50582, Head : 0.3569, Avg : 0.43136
2023-05-09 11:06:10,138 - wikidata12k_1n - [INFO] - [Epoch 184]: Training Loss: 0.00094359, Valid MRR: 0.43908,
2023-05-09 11:06:10,778 - wikidata12k_1n - [INFO] - [E:185| 0]: Train Loss:0.00092864, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:07:13,629 - wikidata12k_1n - [INFO] - [E:185| 100]: Train Loss:0.00094386, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:08:16,309 - wikidata12k_1n - [INFO] - [E:185| 200]: Train Loss:0.00094395, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:09:18,964 - wikidata12k_1n - [INFO] - [E:185| 300]: Train Loss:0.00094341, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:10:21,585 - wikidata12k_1n - [INFO] - [E:185| 400]: Train Loss:0.00094281, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:11:24,248 - wikidata12k_1n - [INFO] - [E:185| 500]: Train Loss:0.0009427, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:12:26,984 - wikidata12k_1n - [INFO] - [E:185| 600]: Train Loss:0.00094239, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:13:29,744 - wikidata12k_1n - [INFO] - [E:185| 700]: Train Loss:0.0009426, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:14:32,466 - wikidata12k_1n - [INFO] - [E:185| 800]: Train Loss:0.00094288, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:15:35,262 - wikidata12k_1n - [INFO] - [E:185| 900]: Train Loss:0.00094297, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:16:37,979 - wikidata12k_1n - [INFO] - [E:185| 1000]: Train Loss:0.00094327, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:17:40,717 - wikidata12k_1n - [INFO] - [E:185| 1100]: Train Loss:0.0009433, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:18:43,450 - wikidata12k_1n - [INFO] - [E:185| 1200]: Train Loss:0.0009434, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:19:46,191 - wikidata12k_1n - [INFO] - [E:185| 1300]: Train Loss:0.00094342, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:20:48,974 - wikidata12k_1n - [INFO] - [E:185| 1400]: Train Loss:0.00094348, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:21:51,683 - wikidata12k_1n - [INFO] - [E:185| 1500]: Train Loss:0.00094356, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:22:54,286 - wikidata12k_1n - [INFO] - [E:185| 1600]: Train Loss:0.00094341, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:23:35,270 - wikidata12k_1n - [INFO] - [Epoch:185]: Training Loss:0.0009437
2023-05-09 11:23:35,486 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 11:23:56,719 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 11:24:08,980 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 11:24:30,320 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 11:24:42,458 - wikidata12k_1n - [INFO] - [Evaluating Epoch 185 valid]:
MRR: Tail : 0.49932, Head : 0.36431, Avg : 0.43182
2023-05-09 11:24:42,458 - wikidata12k_1n - [INFO] - [Epoch 185]: Training Loss: 0.00094366, Valid MRR: 0.43908,
2023-05-09 11:24:43,096 - wikidata12k_1n - [INFO] - [E:186| 0]: Train Loss:0.00092238, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:25:45,761 - wikidata12k_1n - [INFO] - [E:186| 100]: Train Loss:0.00094476, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:26:48,509 - wikidata12k_1n - [INFO] - [E:186| 200]: Train Loss:0.00094403, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:27:51,244 - wikidata12k_1n - [INFO] - [E:186| 300]: Train Loss:0.00094333, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:28:54,002 - wikidata12k_1n - [INFO] - [E:186| 400]: Train Loss:0.00094431, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:29:56,728 - wikidata12k_1n - [INFO] - [E:186| 500]: Train Loss:0.00094393, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:30:59,490 - wikidata12k_1n - [INFO] - [E:186| 600]: Train Loss:0.00094397, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:32:02,242 - wikidata12k_1n - [INFO] - [E:186| 700]: Train Loss:0.00094429, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:33:04,971 - wikidata12k_1n - [INFO] - [E:186| 800]: Train Loss:0.00094443, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:34:07,598 - wikidata12k_1n - [INFO] - [E:186| 900]: Train Loss:0.00094368, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:35:10,248 - wikidata12k_1n - [INFO] - [E:186| 1000]: Train Loss:0.0009434, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:36:12,899 - wikidata12k_1n - [INFO] - [E:186| 1100]: Train Loss:0.0009437, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:37:15,555 - wikidata12k_1n - [INFO] - [E:186| 1200]: Train Loss:0.00094364, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:38:18,183 - wikidata12k_1n - [INFO] - [E:186| 1300]: Train Loss:0.00094335, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:39:20,882 - wikidata12k_1n - [INFO] - [E:186| 1400]: Train Loss:0.00094358, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:40:23,529 - wikidata12k_1n - [INFO] - [E:186| 1500]: Train Loss:0.00094369, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:41:26,223 - wikidata12k_1n - [INFO] - [E:186| 1600]: Train Loss:0.00094373, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:42:07,138 - wikidata12k_1n - [INFO] - [Epoch:186]: Training Loss:0.0009436
2023-05-09 11:42:07,354 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 11:42:28,531 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 11:42:40,795 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 11:43:02,132 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 11:43:14,265 - wikidata12k_1n - [INFO] - [Evaluating Epoch 186 valid]:
MRR: Tail : 0.49493, Head : 0.36896, Avg : 0.43194
2023-05-09 11:43:14,266 - wikidata12k_1n - [INFO] - [Epoch 186]: Training Loss: 0.00094356, Valid MRR: 0.43908,
2023-05-09 11:43:14,909 - wikidata12k_1n - [INFO] - [E:187| 0]: Train Loss:0.00093208, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:44:17,584 - wikidata12k_1n - [INFO] - [E:187| 100]: Train Loss:0.00094353, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:45:20,264 - wikidata12k_1n - [INFO] - [E:187| 200]: Train Loss:0.00094201, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:46:22,918 - wikidata12k_1n - [INFO] - [E:187| 300]: Train Loss:0.00094279, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:47:25,569 - wikidata12k_1n - [INFO] - [E:187| 400]: Train Loss:0.00094269, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:48:28,181 - wikidata12k_1n - [INFO] - [E:187| 500]: Train Loss:0.00094227, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:49:30,763 - wikidata12k_1n - [INFO] - [E:187| 600]: Train Loss:0.00094304, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:50:33,487 - wikidata12k_1n - [INFO] - [E:187| 700]: Train Loss:0.00094289, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:51:36,152 - wikidata12k_1n - [INFO] - [E:187| 800]: Train Loss:0.00094245, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:52:38,800 - wikidata12k_1n - [INFO] - [E:187| 900]: Train Loss:0.00094287, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:53:41,510 - wikidata12k_1n - [INFO] - [E:187| 1000]: Train Loss:0.00094293, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:54:44,271 - wikidata12k_1n - [INFO] - [E:187| 1100]: Train Loss:0.00094309, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:55:47,006 - wikidata12k_1n - [INFO] - [E:187| 1200]: Train Loss:0.00094303, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:56:49,669 - wikidata12k_1n - [INFO] - [E:187| 1300]: Train Loss:0.00094304, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:57:52,328 - wikidata12k_1n - [INFO] - [E:187| 1400]: Train Loss:0.0009433, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:58:55,158 - wikidata12k_1n - [INFO] - [E:187| 1500]: Train Loss:0.00094325, Val MRR:0.43908, wikidata12k_1n
2023-05-09 11:59:57,871 - wikidata12k_1n - [INFO] - [E:187| 1600]: Train Loss:0.00094328, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:00:38,861 - wikidata12k_1n - [INFO] - [Epoch:187]: Training Loss:0.0009434
2023-05-09 12:00:39,076 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 12:01:00,270 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 12:01:12,547 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 12:01:33,925 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 12:01:46,079 - wikidata12k_1n - [INFO] - [Evaluating Epoch 187 valid]:
MRR: Tail : 0.49941, Head : 0.32081, Avg : 0.41011
2023-05-09 12:01:46,079 - wikidata12k_1n - [INFO] - [Epoch 187]: Training Loss: 0.00094337, Valid MRR: 0.43908,
2023-05-09 12:01:46,724 - wikidata12k_1n - [INFO] - [E:188| 0]: Train Loss:0.0010061, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:02:49,476 - wikidata12k_1n - [INFO] - [E:188| 100]: Train Loss:0.00094298, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:03:52,176 - wikidata12k_1n - [INFO] - [E:188| 200]: Train Loss:0.00094295, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:04:54,934 - wikidata12k_1n - [INFO] - [E:188| 300]: Train Loss:0.00094194, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:05:57,629 - wikidata12k_1n - [INFO] - [E:188| 400]: Train Loss:0.0009409, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:07:00,375 - wikidata12k_1n - [INFO] - [E:188| 500]: Train Loss:0.00094195, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:08:03,062 - wikidata12k_1n - [INFO] - [E:188| 600]: Train Loss:0.00094219, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:09:05,747 - wikidata12k_1n - [INFO] - [E:188| 700]: Train Loss:0.00094206, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:10:08,445 - wikidata12k_1n - [INFO] - [E:188| 800]: Train Loss:0.00094229, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:11:11,180 - wikidata12k_1n - [INFO] - [E:188| 900]: Train Loss:0.00094244, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:12:13,851 - wikidata12k_1n - [INFO] - [E:188| 1000]: Train Loss:0.00094228, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:13:16,508 - wikidata12k_1n - [INFO] - [E:188| 1100]: Train Loss:0.00094237, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:14:19,161 - wikidata12k_1n - [INFO] - [E:188| 1200]: Train Loss:0.00094228, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:15:21,792 - wikidata12k_1n - [INFO] - [E:188| 1300]: Train Loss:0.00094276, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:16:24,575 - wikidata12k_1n - [INFO] - [E:188| 1400]: Train Loss:0.00094258, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:17:27,237 - wikidata12k_1n - [INFO] - [E:188| 1500]: Train Loss:0.00094274, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:18:29,864 - wikidata12k_1n - [INFO] - [E:188| 1600]: Train Loss:0.00094284, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:18:51,450 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False}
2023-05-09 12:19:02,524 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 12:19:10,787 - wikidata12k_1n - [INFO] - [Epoch:188]: Training Loss:0.0009429
2023-05-09 12:19:11,002 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 12:19:32,204 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 12:19:39,557 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 12:19:44,472 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 12:19:58,532 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n
2023-05-09 12:20:05,827 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 12:20:17,976 - wikidata12k_1n - [INFO] - [Evaluating Epoch 188 valid]:
MRR: Tail : 0.49717, Head : 0.33342, Avg : 0.41529
2023-05-09 12:20:17,977 - wikidata12k_1n - [INFO] - [Epoch 188]: Training Loss: 0.0009429, Valid MRR: 0.43908,
2023-05-09 12:20:18,616 - wikidata12k_1n - [INFO] - [E:189| 0]: Train Loss:0.00095607, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:20:37,020 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n
2023-05-09 12:20:56,191 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.47721, Head : 0.32431, Avg : 0.40076
MR: Tail : 927.94, Head : 947.02, Avg : 937.48
Hit-1: Tail : 0.39007, Head : 0.23694, Avg : 0.3135
Hit-3: Tail : 0.53007, Head : 0.35764, Avg : 0.44385
Hit-10: Tail : 0.6379, Head : 0.51507, Avg : 0.57649
2023-05-09 12:21:21,395 - wikidata12k_1n - [INFO] - [E:189| 100]: Train Loss:0.00094371, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:22:24,162 - wikidata12k_1n - [INFO] - [E:189| 200]: Train Loss:0.00094311, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:23:26,930 - wikidata12k_1n - [INFO] - [E:189| 300]: Train Loss:0.00094247, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:24:29,778 - wikidata12k_1n - [INFO] - [E:189| 400]: Train Loss:0.00094289, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:25:32,425 - wikidata12k_1n - [INFO] - [E:189| 500]: Train Loss:0.00094196, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:26:35,093 - wikidata12k_1n - [INFO] - [E:189| 600]: Train Loss:0.00094183, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:27:37,717 - wikidata12k_1n - [INFO] - [E:189| 700]: Train Loss:0.00094214, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:28:40,333 - wikidata12k_1n - [INFO] - [E:189| 800]: Train Loss:0.00094197, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:29:42,988 - wikidata12k_1n - [INFO] - [E:189| 900]: Train Loss:0.00094211, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:30:45,635 - wikidata12k_1n - [INFO] - [E:189| 1000]: Train Loss:0.00094186, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:31:48,272 - wikidata12k_1n - [INFO] - [E:189| 1100]: Train Loss:0.00094208, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:32:50,910 - wikidata12k_1n - [INFO] - [E:189| 1200]: Train Loss:0.00094196, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:33:53,722 - wikidata12k_1n - [INFO] - [E:189| 1300]: Train Loss:0.00094241, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:34:56,529 - wikidata12k_1n - [INFO] - [E:189| 1400]: Train Loss:0.0009425, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:35:59,201 - wikidata12k_1n - [INFO] - [E:189| 1500]: Train Loss:0.00094246, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:37:01,911 - wikidata12k_1n - [INFO] - [E:189| 1600]: Train Loss:0.00094258, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:37:42,915 - wikidata12k_1n - [INFO] - [Epoch:189]: Training Loss:0.0009427
2023-05-09 12:37:43,130 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 12:38:04,324 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 12:38:16,606 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 12:38:37,963 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 12:38:50,105 - wikidata12k_1n - [INFO] - [Evaluating Epoch 189 valid]:
MRR: Tail : 0.49191, Head : 0.36059, Avg : 0.42625
MR: Tail : 769.81, Head : 827.21, Avg : 798.51
Hit-1: Tail : 0.40672, Head : 0.25713, Avg : 0.33192
Hit-3: Tail : 0.53598, Head : 0.41855, Avg : 0.47726
Hit-10: Tail : 0.65504, Head : 0.55181, Avg : 0.60342
2023-05-09 12:38:50,105 - wikidata12k_1n - [INFO] - [Epoch 189]: Training Loss: 0.00094271, Valid MRR: 0.43908,
2023-05-09 12:38:50,744 - wikidata12k_1n - [INFO] - [E:190| 0]: Train Loss:0.00094326, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:39:53,399 - wikidata12k_1n - [INFO] - [E:190| 100]: Train Loss:0.00094105, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:40:56,035 - wikidata12k_1n - [INFO] - [E:190| 200]: Train Loss:0.00094041, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:41:58,758 - wikidata12k_1n - [INFO] - [E:190| 300]: Train Loss:0.00094089, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:43:01,474 - wikidata12k_1n - [INFO] - [E:190| 400]: Train Loss:0.00094072, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:44:04,211 - wikidata12k_1n - [INFO] - [E:190| 500]: Train Loss:0.00094181, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:45:06,914 - wikidata12k_1n - [INFO] - [E:190| 600]: Train Loss:0.0009431, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:46:09,607 - wikidata12k_1n - [INFO] - [E:190| 700]: Train Loss:0.00094322, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:47:12,310 - wikidata12k_1n - [INFO] - [E:190| 800]: Train Loss:0.00094331, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:48:14,967 - wikidata12k_1n - [INFO] - [E:190| 900]: Train Loss:0.00094325, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:49:17,558 - wikidata12k_1n - [INFO] - [E:190| 1000]: Train Loss:0.00094352, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:50:20,158 - wikidata12k_1n - [INFO] - [E:190| 1100]: Train Loss:0.0009437, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:51:22,892 - wikidata12k_1n - [INFO] - [E:190| 1200]: Train Loss:0.00094349, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:52:25,516 - wikidata12k_1n - [INFO] - [E:190| 1300]: Train Loss:0.0009433, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:53:28,151 - wikidata12k_1n - [INFO] - [E:190| 1400]: Train Loss:0.00094309, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:54:30,824 - wikidata12k_1n - [INFO] - [E:190| 1500]: Train Loss:0.00094296, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:55:33,461 - wikidata12k_1n - [INFO] - [E:190| 1600]: Train Loss:0.00094296, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:56:14,382 - wikidata12k_1n - [INFO] - [Epoch:190]: Training Loss:0.0009427
2023-05-09 12:56:14,597 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 12:56:35,769 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 12:56:48,031 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 12:57:09,372 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 12:57:21,522 - wikidata12k_1n - [INFO] - [Evaluating Epoch 190 valid]:
MRR: Tail : 0.49937, Head : 0.3737, Avg : 0.43654
2023-05-09 12:57:21,522 - wikidata12k_1n - [INFO] - [Epoch 190]: Training Loss: 0.00094268, Valid MRR: 0.43908,
2023-05-09 12:57:22,165 - wikidata12k_1n - [INFO] - [E:191| 0]: Train Loss:0.00095971, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:58:24,824 - wikidata12k_1n - [INFO] - [E:191| 100]: Train Loss:0.00094175, Val MRR:0.43908, wikidata12k_1n
2023-05-09 12:59:27,543 - wikidata12k_1n - [INFO] - [E:191| 200]: Train Loss:0.00094035, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:00:30,154 - wikidata12k_1n - [INFO] - [E:191| 300]: Train Loss:0.00093973, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:01:32,783 - wikidata12k_1n - [INFO] - [E:191| 400]: Train Loss:0.00094004, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:02:35,407 - wikidata12k_1n - [INFO] - [E:191| 500]: Train Loss:0.00094113, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:03:38,022 - wikidata12k_1n - [INFO] - [E:191| 600]: Train Loss:0.00094208, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:04:40,667 - wikidata12k_1n - [INFO] - [E:191| 700]: Train Loss:0.00094257, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:05:43,298 - wikidata12k_1n - [INFO] - [E:191| 800]: Train Loss:0.00094292, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:06:45,918 - wikidata12k_1n - [INFO] - [E:191| 900]: Train Loss:0.00094272, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:07:48,585 - wikidata12k_1n - [INFO] - [E:191| 1000]: Train Loss:0.00094244, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:08:51,326 - wikidata12k_1n - [INFO] - [E:191| 1100]: Train Loss:0.00094211, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:09:54,005 - wikidata12k_1n - [INFO] - [E:191| 1200]: Train Loss:0.00094178, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:10:56,634 - wikidata12k_1n - [INFO] - [E:191| 1300]: Train Loss:0.00094194, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:11:59,324 - wikidata12k_1n - [INFO] - [E:191| 1400]: Train Loss:0.00094224, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:13:02,022 - wikidata12k_1n - [INFO] - [E:191| 1500]: Train Loss:0.0009422, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:14:04,717 - wikidata12k_1n - [INFO] - [E:191| 1600]: Train Loss:0.00094197, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:14:45,679 - wikidata12k_1n - [INFO] - [Epoch:191]: Training Loss:0.0009421
2023-05-09 13:14:45,894 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 13:15:07,082 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 13:15:19,360 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 13:15:40,698 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 13:15:52,832 - wikidata12k_1n - [INFO] - [Evaluating Epoch 191 valid]:
MRR: Tail : 0.49384, Head : 0.33858, Avg : 0.41621
2023-05-09 13:15:52,832 - wikidata12k_1n - [INFO] - [Epoch 191]: Training Loss: 0.00094213, Valid MRR: 0.43908,
2023-05-09 13:15:53,470 - wikidata12k_1n - [INFO] - [E:192| 0]: Train Loss:0.00094693, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:16:56,223 - wikidata12k_1n - [INFO] - [E:192| 100]: Train Loss:0.00094025, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:17:58,946 - wikidata12k_1n - [INFO] - [E:192| 200]: Train Loss:0.00093981, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:19:01,613 - wikidata12k_1n - [INFO] - [E:192| 300]: Train Loss:0.00094013, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:20:04,251 - wikidata12k_1n - [INFO] - [E:192| 400]: Train Loss:0.0009408, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:21:06,891 - wikidata12k_1n - [INFO] - [E:192| 500]: Train Loss:0.00094128, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:22:09,525 - wikidata12k_1n - [INFO] - [E:192| 600]: Train Loss:0.00094141, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:23:12,275 - wikidata12k_1n - [INFO] - [E:192| 700]: Train Loss:0.00094151, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:24:14,889 - wikidata12k_1n - [INFO] - [E:192| 800]: Train Loss:0.00094168, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:25:17,596 - wikidata12k_1n - [INFO] - [E:192| 900]: Train Loss:0.00094179, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:26:20,275 - wikidata12k_1n - [INFO] - [E:192| 1000]: Train Loss:0.0009418, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:27:22,926 - wikidata12k_1n - [INFO] - [E:192| 1100]: Train Loss:0.00094186, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:28:25,593 - wikidata12k_1n - [INFO] - [E:192| 1200]: Train Loss:0.00094218, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:29:28,280 - wikidata12k_1n - [INFO] - [E:192| 1300]: Train Loss:0.00094217, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:30:30,986 - wikidata12k_1n - [INFO] - [E:192| 1400]: Train Loss:0.00094224, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:31:33,743 - wikidata12k_1n - [INFO] - [E:192| 1500]: Train Loss:0.00094228, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:32:36,468 - wikidata12k_1n - [INFO] - [E:192| 1600]: Train Loss:0.00094256, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:33:17,482 - wikidata12k_1n - [INFO] - [Epoch:192]: Training Loss:0.0009426
2023-05-09 13:33:17,698 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 13:33:38,928 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 13:33:51,225 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 13:34:12,577 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 13:34:24,721 - wikidata12k_1n - [INFO] - [Evaluating Epoch 192 valid]:
MRR: Tail : 0.5047, Head : 0.3593, Avg : 0.432
2023-05-09 13:34:24,722 - wikidata12k_1n - [INFO] - [Epoch 192]: Training Loss: 0.00094258, Valid MRR: 0.43908,
2023-05-09 13:34:25,363 - wikidata12k_1n - [INFO] - [E:193| 0]: Train Loss:0.00095891, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:35:27,956 - wikidata12k_1n - [INFO] - [E:193| 100]: Train Loss:0.00093972, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:36:30,583 - wikidata12k_1n - [INFO] - [E:193| 200]: Train Loss:0.00094194, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:37:33,270 - wikidata12k_1n - [INFO] - [E:193| 300]: Train Loss:0.00094117, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:38:36,057 - wikidata12k_1n - [INFO] - [E:193| 400]: Train Loss:0.00094135, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:39:38,792 - wikidata12k_1n - [INFO] - [E:193| 500]: Train Loss:0.00094063, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:40:41,564 - wikidata12k_1n - [INFO] - [E:193| 600]: Train Loss:0.00094094, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:41:44,291 - wikidata12k_1n - [INFO] - [E:193| 700]: Train Loss:0.00094121, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:42:47,129 - wikidata12k_1n - [INFO] - [E:193| 800]: Train Loss:0.00094147, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:43:49,767 - wikidata12k_1n - [INFO] - [E:193| 900]: Train Loss:0.0009418, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:44:52,405 - wikidata12k_1n - [INFO] - [E:193| 1000]: Train Loss:0.00094218, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:45:55,072 - wikidata12k_1n - [INFO] - [E:193| 1100]: Train Loss:0.00094217, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:46:57,731 - wikidata12k_1n - [INFO] - [E:193| 1200]: Train Loss:0.00094205, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:48:00,417 - wikidata12k_1n - [INFO] - [E:193| 1300]: Train Loss:0.00094214, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:49:03,064 - wikidata12k_1n - [INFO] - [E:193| 1400]: Train Loss:0.00094242, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:50:05,736 - wikidata12k_1n - [INFO] - [E:193| 1500]: Train Loss:0.00094214, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:51:08,473 - wikidata12k_1n - [INFO] - [E:193| 1600]: Train Loss:0.00094198, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:51:49,406 - wikidata12k_1n - [INFO] - [Epoch:193]: Training Loss:0.0009423
2023-05-09 13:51:49,621 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 13:52:10,817 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 13:52:23,107 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 13:52:44,452 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 13:52:56,601 - wikidata12k_1n - [INFO] - [Evaluating Epoch 193 valid]:
MRR: Tail : 0.49719, Head : 0.3689, Avg : 0.43305
2023-05-09 13:52:56,602 - wikidata12k_1n - [INFO] - [Epoch 193]: Training Loss: 0.00094233, Valid MRR: 0.43908,
2023-05-09 13:52:57,244 - wikidata12k_1n - [INFO] - [E:194| 0]: Train Loss:0.00092837, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:53:59,951 - wikidata12k_1n - [INFO] - [E:194| 100]: Train Loss:0.00093956, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:55:02,642 - wikidata12k_1n - [INFO] - [E:194| 200]: Train Loss:0.00094026, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:56:05,252 - wikidata12k_1n - [INFO] - [E:194| 300]: Train Loss:0.00094074, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:57:07,855 - wikidata12k_1n - [INFO] - [E:194| 400]: Train Loss:0.00094074, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:58:10,604 - wikidata12k_1n - [INFO] - [E:194| 500]: Train Loss:0.00094089, Val MRR:0.43908, wikidata12k_1n
2023-05-09 13:59:13,319 - wikidata12k_1n - [INFO] - [E:194| 600]: Train Loss:0.00094118, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:00:16,047 - wikidata12k_1n - [INFO] - [E:194| 700]: Train Loss:0.00094217, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:01:18,718 - wikidata12k_1n - [INFO] - [E:194| 800]: Train Loss:0.00094179, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:02:21,351 - wikidata12k_1n - [INFO] - [E:194| 900]: Train Loss:0.00094193, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:03:23,979 - wikidata12k_1n - [INFO] - [E:194| 1000]: Train Loss:0.00094164, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:04:26,598 - wikidata12k_1n - [INFO] - [E:194| 1100]: Train Loss:0.0009415, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:05:29,221 - wikidata12k_1n - [INFO] - [E:194| 1200]: Train Loss:0.00094161, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:06:31,837 - wikidata12k_1n - [INFO] - [E:194| 1300]: Train Loss:0.00094202, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:07:34,456 - wikidata12k_1n - [INFO] - [E:194| 1400]: Train Loss:0.00094186, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:08:37,197 - wikidata12k_1n - [INFO] - [E:194| 1500]: Train Loss:0.00094198, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:09:39,827 - wikidata12k_1n - [INFO] - [E:194| 1600]: Train Loss:0.00094195, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:10:20,771 - wikidata12k_1n - [INFO] - [Epoch:194]: Training Loss:0.0009421
2023-05-09 14:10:20,985 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 14:10:42,182 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 14:10:54,442 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 14:11:15,797 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 14:11:27,935 - wikidata12k_1n - [INFO] - [Evaluating Epoch 194 valid]:
MRR: Tail : 0.49836, Head : 0.36773, Avg : 0.43305
2023-05-09 14:11:27,935 - wikidata12k_1n - [INFO] - [Epoch 194]: Training Loss: 0.00094213, Valid MRR: 0.43908,
2023-05-09 14:11:28,575 - wikidata12k_1n - [INFO] - [E:195| 0]: Train Loss:0.00093532, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:12:31,219 - wikidata12k_1n - [INFO] - [E:195| 100]: Train Loss:0.00094128, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:13:33,854 - wikidata12k_1n - [INFO] - [E:195| 200]: Train Loss:0.00094214, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:14:36,472 - wikidata12k_1n - [INFO] - [E:195| 300]: Train Loss:0.0009431, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:15:39,114 - wikidata12k_1n - [INFO] - [E:195| 400]: Train Loss:0.00094271, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:16:41,740 - wikidata12k_1n - [INFO] - [E:195| 500]: Train Loss:0.00094271, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:17:44,472 - wikidata12k_1n - [INFO] - [E:195| 600]: Train Loss:0.00094228, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:18:47,192 - wikidata12k_1n - [INFO] - [E:195| 700]: Train Loss:0.00094216, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:19:49,896 - wikidata12k_1n - [INFO] - [E:195| 800]: Train Loss:0.00094291, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:20:52,605 - wikidata12k_1n - [INFO] - [E:195| 900]: Train Loss:0.00094279, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:21:55,286 - wikidata12k_1n - [INFO] - [E:195| 1000]: Train Loss:0.00094278, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:22:57,956 - wikidata12k_1n - [INFO] - [E:195| 1100]: Train Loss:0.00094239, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:24:00,653 - wikidata12k_1n - [INFO] - [E:195| 1200]: Train Loss:0.00094232, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:25:03,274 - wikidata12k_1n - [INFO] - [E:195| 1300]: Train Loss:0.00094252, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:26:05,980 - wikidata12k_1n - [INFO] - [E:195| 1400]: Train Loss:0.00094263, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:27:08,587 - wikidata12k_1n - [INFO] - [E:195| 1500]: Train Loss:0.00094245, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:28:11,209 - wikidata12k_1n - [INFO] - [E:195| 1600]: Train Loss:0.00094258, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:28:52,118 - wikidata12k_1n - [INFO] - [Epoch:195]: Training Loss:0.0009426
2023-05-09 14:28:52,334 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 14:29:13,512 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 14:29:25,771 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 14:29:47,112 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 14:29:59,249 - wikidata12k_1n - [INFO] - [Evaluating Epoch 195 valid]:
MRR: Tail : 0.50096, Head : 0.37428, Avg : 0.43762
2023-05-09 14:29:59,249 - wikidata12k_1n - [INFO] - [Epoch 195]: Training Loss: 0.00094262, Valid MRR: 0.43908,
2023-05-09 14:29:59,891 - wikidata12k_1n - [INFO] - [E:196| 0]: Train Loss:0.00094698, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:31:02,504 - wikidata12k_1n - [INFO] - [E:196| 100]: Train Loss:0.00094028, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:32:05,074 - wikidata12k_1n - [INFO] - [E:196| 200]: Train Loss:0.00094065, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:33:07,705 - wikidata12k_1n - [INFO] - [E:196| 300]: Train Loss:0.00093966, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:34:10,304 - wikidata12k_1n - [INFO] - [E:196| 400]: Train Loss:0.00093938, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:35:13,069 - wikidata12k_1n - [INFO] - [E:196| 500]: Train Loss:0.00094028, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:36:15,741 - wikidata12k_1n - [INFO] - [E:196| 600]: Train Loss:0.00094049, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:37:18,412 - wikidata12k_1n - [INFO] - [E:196| 700]: Train Loss:0.00094101, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:38:21,039 - wikidata12k_1n - [INFO] - [E:196| 800]: Train Loss:0.00094108, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:39:23,658 - wikidata12k_1n - [INFO] - [E:196| 900]: Train Loss:0.0009409, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:40:26,249 - wikidata12k_1n - [INFO] - [E:196| 1000]: Train Loss:0.00094092, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:41:28,819 - wikidata12k_1n - [INFO] - [E:196| 1100]: Train Loss:0.00094125, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:42:31,412 - wikidata12k_1n - [INFO] - [E:196| 1200]: Train Loss:0.00094115, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:43:34,167 - wikidata12k_1n - [INFO] - [E:196| 1300]: Train Loss:0.00094106, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:44:36,833 - wikidata12k_1n - [INFO] - [E:196| 1400]: Train Loss:0.00094122, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:45:39,468 - wikidata12k_1n - [INFO] - [E:196| 1500]: Train Loss:0.0009411, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:46:42,121 - wikidata12k_1n - [INFO] - [E:196| 1600]: Train Loss:0.0009411, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:47:23,044 - wikidata12k_1n - [INFO] - [Epoch:196]: Training Loss:0.0009411
2023-05-09 14:47:23,259 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 14:47:44,432 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 14:47:56,702 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 14:48:18,341 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 14:48:30,677 - wikidata12k_1n - [INFO] - [Evaluating Epoch 196 valid]:
MRR: Tail : 0.50493, Head : 0.35849, Avg : 0.43171
2023-05-09 14:48:30,677 - wikidata12k_1n - [INFO] - [Epoch 196]: Training Loss: 0.00094112, Valid MRR: 0.43908,
2023-05-09 14:48:31,344 - wikidata12k_1n - [INFO] - [E:197| 0]: Train Loss:0.00092941, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:49:35,064 - wikidata12k_1n - [INFO] - [E:197| 100]: Train Loss:0.0009412, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:50:38,491 - wikidata12k_1n - [INFO] - [E:197| 200]: Train Loss:0.00094153, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:51:41,159 - wikidata12k_1n - [INFO] - [E:197| 300]: Train Loss:0.00094161, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:52:43,911 - wikidata12k_1n - [INFO] - [E:197| 400]: Train Loss:0.00094205, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:53:46,528 - wikidata12k_1n - [INFO] - [E:197| 500]: Train Loss:0.00094144, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:54:49,176 - wikidata12k_1n - [INFO] - [E:197| 600]: Train Loss:0.00094117, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:55:51,911 - wikidata12k_1n - [INFO] - [E:197| 700]: Train Loss:0.00094122, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:56:54,672 - wikidata12k_1n - [INFO] - [E:197| 800]: Train Loss:0.00094159, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:57:57,425 - wikidata12k_1n - [INFO] - [E:197| 900]: Train Loss:0.00094182, Val MRR:0.43908, wikidata12k_1n
2023-05-09 14:59:00,112 - wikidata12k_1n - [INFO] - [E:197| 1000]: Train Loss:0.00094223, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:00:02,730 - wikidata12k_1n - [INFO] - [E:197| 1100]: Train Loss:0.00094206, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:01:05,530 - wikidata12k_1n - [INFO] - [E:197| 1200]: Train Loss:0.00094188, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:02:08,192 - wikidata12k_1n - [INFO] - [E:197| 1300]: Train Loss:0.00094185, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:03:10,871 - wikidata12k_1n - [INFO] - [E:197| 1400]: Train Loss:0.00094172, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:04:13,521 - wikidata12k_1n - [INFO] - [E:197| 1500]: Train Loss:0.00094166, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:05:16,156 - wikidata12k_1n - [INFO] - [E:197| 1600]: Train Loss:0.00094168, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:05:57,081 - wikidata12k_1n - [INFO] - [Epoch:197]: Training Loss:0.0009416
2023-05-09 15:05:57,298 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 15:06:18,490 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 15:06:30,747 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 15:06:52,083 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 15:07:04,236 - wikidata12k_1n - [INFO] - [Evaluating Epoch 197 valid]:
MRR: Tail : 0.5013, Head : 0.37241, Avg : 0.43686
2023-05-09 15:07:04,236 - wikidata12k_1n - [INFO] - [Epoch 197]: Training Loss: 0.00094156, Valid MRR: 0.43908,
2023-05-09 15:07:04,879 - wikidata12k_1n - [INFO] - [E:198| 0]: Train Loss:0.0009348, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:08:07,493 - wikidata12k_1n - [INFO] - [E:198| 100]: Train Loss:0.00094126, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:09:10,195 - wikidata12k_1n - [INFO] - [E:198| 200]: Train Loss:0.00094294, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:10:12,907 - wikidata12k_1n - [INFO] - [E:198| 300]: Train Loss:0.00094251, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:11:15,637 - wikidata12k_1n - [INFO] - [E:198| 400]: Train Loss:0.00094208, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:12:18,382 - wikidata12k_1n - [INFO] - [E:198| 500]: Train Loss:0.00094128, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:13:21,110 - wikidata12k_1n - [INFO] - [E:198| 600]: Train Loss:0.00094105, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:14:23,857 - wikidata12k_1n - [INFO] - [E:198| 700]: Train Loss:0.00094063, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:15:26,611 - wikidata12k_1n - [INFO] - [E:198| 800]: Train Loss:0.00094121, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:16:29,357 - wikidata12k_1n - [INFO] - [E:198| 900]: Train Loss:0.00094125, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:17:32,103 - wikidata12k_1n - [INFO] - [E:198| 1000]: Train Loss:0.0009414, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:18:34,914 - wikidata12k_1n - [INFO] - [E:198| 1100]: Train Loss:0.00094166, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:19:37,623 - wikidata12k_1n - [INFO] - [E:198| 1200]: Train Loss:0.00094174, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:20:40,344 - wikidata12k_1n - [INFO] - [E:198| 1300]: Train Loss:0.00094185, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:21:43,032 - wikidata12k_1n - [INFO] - [E:198| 1400]: Train Loss:0.00094174, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:22:45,685 - wikidata12k_1n - [INFO] - [E:198| 1500]: Train Loss:0.00094188, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:23:48,303 - wikidata12k_1n - [INFO] - [E:198| 1600]: Train Loss:0.00094194, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:24:29,213 - wikidata12k_1n - [INFO] - [Epoch:198]: Training Loss:0.0009419
2023-05-09 15:24:29,428 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 15:24:50,599 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 15:25:02,879 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 15:25:24,211 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 15:25:36,349 - wikidata12k_1n - [INFO] - [Evaluating Epoch 198 valid]:
MRR: Tail : 0.5023, Head : 0.3252, Avg : 0.41375
2023-05-09 15:25:36,349 - wikidata12k_1n - [INFO] - [Epoch 198]: Training Loss: 0.00094194, Valid MRR: 0.43908,
2023-05-09 15:25:36,990 - wikidata12k_1n - [INFO] - [E:199| 0]: Train Loss:0.00096601, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:26:39,715 - wikidata12k_1n - [INFO] - [E:199| 100]: Train Loss:0.00093889, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:27:42,354 - wikidata12k_1n - [INFO] - [E:199| 200]: Train Loss:0.00094085, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:28:44,981 - wikidata12k_1n - [INFO] - [E:199| 300]: Train Loss:0.0009422, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:29:47,628 - wikidata12k_1n - [INFO] - [E:199| 400]: Train Loss:0.00094174, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:30:50,254 - wikidata12k_1n - [INFO] - [E:199| 500]: Train Loss:0.00094108, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:31:52,900 - wikidata12k_1n - [INFO] - [E:199| 600]: Train Loss:0.00094132, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:32:55,529 - wikidata12k_1n - [INFO] - [E:199| 700]: Train Loss:0.0009421, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:33:58,158 - wikidata12k_1n - [INFO] - [E:199| 800]: Train Loss:0.00094195, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:35:00,765 - wikidata12k_1n - [INFO] - [E:199| 900]: Train Loss:0.00094217, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:36:03,508 - wikidata12k_1n - [INFO] - [E:199| 1000]: Train Loss:0.00094173, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:37:06,194 - wikidata12k_1n - [INFO] - [E:199| 1100]: Train Loss:0.00094158, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:38:08,907 - wikidata12k_1n - [INFO] - [E:199| 1200]: Train Loss:0.00094146, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:39:11,613 - wikidata12k_1n - [INFO] - [E:199| 1300]: Train Loss:0.00094126, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:40:14,315 - wikidata12k_1n - [INFO] - [E:199| 1400]: Train Loss:0.0009416, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:41:17,025 - wikidata12k_1n - [INFO] - [E:199| 1500]: Train Loss:0.00094158, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:42:19,728 - wikidata12k_1n - [INFO] - [E:199| 1600]: Train Loss:0.00094151, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:43:00,728 - wikidata12k_1n - [INFO] - [Epoch:199]: Training Loss:0.0009415
2023-05-09 15:43:00,942 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 15:43:22,121 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 15:43:34,387 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 15:43:55,827 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 15:44:07,996 - wikidata12k_1n - [INFO] - [Evaluating Epoch 199 valid]:
MRR: Tail : 0.50148, Head : 0.37669, Avg : 0.43908
MR: Tail : 799.2, Head : 887.55, Avg : 843.37
Hit-1: Tail : 0.41998, Head : 0.28444, Avg : 0.35221
Hit-3: Tail : 0.54716, Head : 0.42419, Avg : 0.48567
Hit-10: Tail : 0.6537, Head : 0.5577, Avg : 0.6057
2023-05-09 15:44:07,996 - wikidata12k_1n - [INFO] - [Epoch 199]: Training Loss: 0.00094149, Valid MRR: 0.43908,
2023-05-09 15:44:08,636 - wikidata12k_1n - [INFO] - [E:200| 0]: Train Loss:0.0009284, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:45:11,259 - wikidata12k_1n - [INFO] - [E:200| 100]: Train Loss:0.00094247, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:46:13,879 - wikidata12k_1n - [INFO] - [E:200| 200]: Train Loss:0.00094008, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:47:16,617 - wikidata12k_1n - [INFO] - [E:200| 300]: Train Loss:0.00094101, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:48:19,257 - wikidata12k_1n - [INFO] - [E:200| 400]: Train Loss:0.00094003, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:49:22,001 - wikidata12k_1n - [INFO] - [E:200| 500]: Train Loss:0.00094036, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:50:24,799 - wikidata12k_1n - [INFO] - [E:200| 600]: Train Loss:0.00094002, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:51:27,578 - wikidata12k_1n - [INFO] - [E:200| 700]: Train Loss:0.00093989, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:52:30,495 - wikidata12k_1n - [INFO] - [E:200| 800]: Train Loss:0.00093973, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:53:33,364 - wikidata12k_1n - [INFO] - [E:200| 900]: Train Loss:0.0009396, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:54:36,266 - wikidata12k_1n - [INFO] - [E:200| 1000]: Train Loss:0.00093969, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:55:39,383 - wikidata12k_1n - [INFO] - [E:200| 1100]: Train Loss:0.00094063, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:56:42,463 - wikidata12k_1n - [INFO] - [E:200| 1200]: Train Loss:0.00094054, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:57:45,307 - wikidata12k_1n - [INFO] - [E:200| 1300]: Train Loss:0.00094092, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:58:48,213 - wikidata12k_1n - [INFO] - [E:200| 1400]: Train Loss:0.00094098, Val MRR:0.43908, wikidata12k_1n
2023-05-09 15:59:51,111 - wikidata12k_1n - [INFO] - [E:200| 1500]: Train Loss:0.00094093, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:00:54,026 - wikidata12k_1n - [INFO] - [E:200| 1600]: Train Loss:0.00094076, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:01:35,192 - wikidata12k_1n - [INFO] - [Epoch:200]: Training Loss:0.000941
2023-05-09 16:01:35,407 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 16:01:56,745 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 16:02:09,091 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 16:02:30,597 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 16:02:42,827 - wikidata12k_1n - [INFO] - [Evaluating Epoch 200 valid]:
MRR: Tail : 0.4982, Head : 0.30642, Avg : 0.40231
2023-05-09 16:02:42,827 - wikidata12k_1n - [INFO] - [Epoch 200]: Training Loss: 0.00094101, Valid MRR: 0.43908,
2023-05-09 16:02:43,473 - wikidata12k_1n - [INFO] - [E:201| 0]: Train Loss:0.00093665, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:03:46,332 - wikidata12k_1n - [INFO] - [E:201| 100]: Train Loss:0.00094424, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:04:49,202 - wikidata12k_1n - [INFO] - [E:201| 200]: Train Loss:0.00094113, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:05:52,086 - wikidata12k_1n - [INFO] - [E:201| 300]: Train Loss:0.00094018, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:06:54,908 - wikidata12k_1n - [INFO] - [E:201| 400]: Train Loss:0.00094048, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:07:57,755 - wikidata12k_1n - [INFO] - [E:201| 500]: Train Loss:0.0009402, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:09:00,683 - wikidata12k_1n - [INFO] - [E:201| 600]: Train Loss:0.00094083, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:10:03,706 - wikidata12k_1n - [INFO] - [E:201| 700]: Train Loss:0.00094119, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:11:06,697 - wikidata12k_1n - [INFO] - [E:201| 800]: Train Loss:0.00094138, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:12:09,656 - wikidata12k_1n - [INFO] - [E:201| 900]: Train Loss:0.00094158, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:13:12,612 - wikidata12k_1n - [INFO] - [E:201| 1000]: Train Loss:0.00094119, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:14:15,567 - wikidata12k_1n - [INFO] - [E:201| 1100]: Train Loss:0.00094102, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:15:18,469 - wikidata12k_1n - [INFO] - [E:201| 1200]: Train Loss:0.00094114, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:16:21,284 - wikidata12k_1n - [INFO] - [E:201| 1300]: Train Loss:0.00094109, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:17:24,108 - wikidata12k_1n - [INFO] - [E:201| 1400]: Train Loss:0.00094101, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:18:26,903 - wikidata12k_1n - [INFO] - [E:201| 1500]: Train Loss:0.00094078, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:19:29,857 - wikidata12k_1n - [INFO] - [E:201| 1600]: Train Loss:0.00094088, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:20:10,947 - wikidata12k_1n - [INFO] - [Epoch:201]: Training Loss:0.0009409
2023-05-09 16:20:11,162 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 16:20:32,470 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 16:20:44,806 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 16:21:06,292 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 16:21:18,509 - wikidata12k_1n - [INFO] - [Evaluating Epoch 201 valid]:
MRR: Tail : 0.49726, Head : 0.36888, Avg : 0.43307
2023-05-09 16:21:18,509 - wikidata12k_1n - [INFO] - [Epoch 201]: Training Loss: 0.00094093, Valid MRR: 0.43908,
2023-05-09 16:21:19,152 - wikidata12k_1n - [INFO] - [E:202| 0]: Train Loss:0.00092449, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:22:21,993 - wikidata12k_1n - [INFO] - [E:202| 100]: Train Loss:0.00094134, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:23:24,868 - wikidata12k_1n - [INFO] - [E:202| 200]: Train Loss:0.00094004, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:24:27,723 - wikidata12k_1n - [INFO] - [E:202| 300]: Train Loss:0.00094029, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:25:30,587 - wikidata12k_1n - [INFO] - [E:202| 400]: Train Loss:0.00094112, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:26:33,534 - wikidata12k_1n - [INFO] - [E:202| 500]: Train Loss:0.00094154, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:27:36,534 - wikidata12k_1n - [INFO] - [E:202| 600]: Train Loss:0.0009412, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:28:39,360 - wikidata12k_1n - [INFO] - [E:202| 700]: Train Loss:0.00094122, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:29:42,161 - wikidata12k_1n - [INFO] - [E:202| 800]: Train Loss:0.00094122, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:30:44,944 - wikidata12k_1n - [INFO] - [E:202| 900]: Train Loss:0.00094074, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:31:47,866 - wikidata12k_1n - [INFO] - [E:202| 1000]: Train Loss:0.00094069, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:32:50,807 - wikidata12k_1n - [INFO] - [E:202| 1100]: Train Loss:0.00094076, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:33:53,736 - wikidata12k_1n - [INFO] - [E:202| 1200]: Train Loss:0.00094098, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:34:56,699 - wikidata12k_1n - [INFO] - [E:202| 1300]: Train Loss:0.00094134, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:35:59,582 - wikidata12k_1n - [INFO] - [E:202| 1400]: Train Loss:0.00094121, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:37:02,502 - wikidata12k_1n - [INFO] - [E:202| 1500]: Train Loss:0.00094098, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:38:05,393 - wikidata12k_1n - [INFO] - [E:202| 1600]: Train Loss:0.00094105, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:38:46,452 - wikidata12k_1n - [INFO] - [Epoch:202]: Training Loss:0.000941
2023-05-09 16:38:46,669 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 16:39:07,989 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 16:39:20,333 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 16:39:41,814 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 16:39:54,034 - wikidata12k_1n - [INFO] - [Evaluating Epoch 202 valid]:
MRR: Tail : 0.50289, Head : 0.3651, Avg : 0.43399
2023-05-09 16:39:54,034 - wikidata12k_1n - [INFO] - [Epoch 202]: Training Loss: 0.00094103, Valid MRR: 0.43908,
2023-05-09 16:39:54,678 - wikidata12k_1n - [INFO] - [E:203| 0]: Train Loss:0.00095501, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:40:57,533 - wikidata12k_1n - [INFO] - [E:203| 100]: Train Loss:0.00094122, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:42:00,442 - wikidata12k_1n - [INFO] - [E:203| 200]: Train Loss:0.00094178, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:43:03,330 - wikidata12k_1n - [INFO] - [E:203| 300]: Train Loss:0.00094067, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:44:06,210 - wikidata12k_1n - [INFO] - [E:203| 400]: Train Loss:0.00094014, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:45:09,218 - wikidata12k_1n - [INFO] - [E:203| 500]: Train Loss:0.00094012, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:46:12,087 - wikidata12k_1n - [INFO] - [E:203| 600]: Train Loss:0.00094051, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:47:14,954 - wikidata12k_1n - [INFO] - [E:203| 700]: Train Loss:0.00094059, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:48:17,793 - wikidata12k_1n - [INFO] - [E:203| 800]: Train Loss:0.00094072, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:49:20,662 - wikidata12k_1n - [INFO] - [E:203| 900]: Train Loss:0.00094088, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:50:23,552 - wikidata12k_1n - [INFO] - [E:203| 1000]: Train Loss:0.00094114, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:51:26,470 - wikidata12k_1n - [INFO] - [E:203| 1100]: Train Loss:0.00094097, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:52:29,381 - wikidata12k_1n - [INFO] - [E:203| 1200]: Train Loss:0.00094102, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:53:32,435 - wikidata12k_1n - [INFO] - [E:203| 1300]: Train Loss:0.00094088, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:54:35,225 - wikidata12k_1n - [INFO] - [E:203| 1400]: Train Loss:0.00094097, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:55:38,008 - wikidata12k_1n - [INFO] - [E:203| 1500]: Train Loss:0.00094082, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:56:40,826 - wikidata12k_1n - [INFO] - [E:203| 1600]: Train Loss:0.00094059, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:57:21,950 - wikidata12k_1n - [INFO] - [Epoch:203]: Training Loss:0.0009406
2023-05-09 16:57:22,167 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 16:57:43,487 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 16:57:55,842 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 16:58:17,333 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 16:58:29,562 - wikidata12k_1n - [INFO] - [Evaluating Epoch 203 valid]:
MRR: Tail : 0.50782, Head : 0.34341, Avg : 0.42562
2023-05-09 16:58:29,562 - wikidata12k_1n - [INFO] - [Epoch 203]: Training Loss: 0.00094064, Valid MRR: 0.43908,
2023-05-09 16:58:30,204 - wikidata12k_1n - [INFO] - [E:204| 0]: Train Loss:0.00098447, Val MRR:0.43908, wikidata12k_1n
2023-05-09 16:59:33,105 - wikidata12k_1n - [INFO] - [E:204| 100]: Train Loss:0.00094143, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:00:36,020 - wikidata12k_1n - [INFO] - [E:204| 200]: Train Loss:0.00094081, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:01:38,920 - wikidata12k_1n - [INFO] - [E:204| 300]: Train Loss:0.00094209, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:02:41,780 - wikidata12k_1n - [INFO] - [E:204| 400]: Train Loss:0.00094179, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:03:44,609 - wikidata12k_1n - [INFO] - [E:204| 500]: Train Loss:0.0009415, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:04:47,397 - wikidata12k_1n - [INFO] - [E:204| 600]: Train Loss:0.00094127, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:05:50,195 - wikidata12k_1n - [INFO] - [E:204| 700]: Train Loss:0.00094079, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:06:52,997 - wikidata12k_1n - [INFO] - [E:204| 800]: Train Loss:0.00094047, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:07:55,777 - wikidata12k_1n - [INFO] - [E:204| 900]: Train Loss:0.00094089, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:08:58,551 - wikidata12k_1n - [INFO] - [E:204| 1000]: Train Loss:0.00094087, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:10:01,317 - wikidata12k_1n - [INFO] - [E:204| 1100]: Train Loss:0.00094054, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:11:04,280 - wikidata12k_1n - [INFO] - [E:204| 1200]: Train Loss:0.00094072, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:12:07,090 - wikidata12k_1n - [INFO] - [E:204| 1300]: Train Loss:0.00094081, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:13:09,898 - wikidata12k_1n - [INFO] - [E:204| 1400]: Train Loss:0.00094082, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:14:12,770 - wikidata12k_1n - [INFO] - [E:204| 1500]: Train Loss:0.00094072, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:15:15,589 - wikidata12k_1n - [INFO] - [E:204| 1600]: Train Loss:0.00094062, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:15:56,619 - wikidata12k_1n - [INFO] - [Epoch:204]: Training Loss:0.0009406
2023-05-09 17:15:56,836 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 17:16:18,130 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 17:16:30,461 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 17:16:51,943 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 17:17:04,152 - wikidata12k_1n - [INFO] - [Evaluating Epoch 204 valid]:
MRR: Tail : 0.507, Head : 0.32897, Avg : 0.41799
2023-05-09 17:17:04,152 - wikidata12k_1n - [INFO] - [Epoch 204]: Training Loss: 0.00094063, Valid MRR: 0.43908,
2023-05-09 17:17:04,795 - wikidata12k_1n - [INFO] - [E:205| 0]: Train Loss:0.0009802, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:18:07,591 - wikidata12k_1n - [INFO] - [E:205| 100]: Train Loss:0.00093706, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:19:10,372 - wikidata12k_1n - [INFO] - [E:205| 200]: Train Loss:0.00093952, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:20:13,334 - wikidata12k_1n - [INFO] - [E:205| 300]: Train Loss:0.00093914, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:21:16,270 - wikidata12k_1n - [INFO] - [E:205| 400]: Train Loss:0.00093924, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:22:19,232 - wikidata12k_1n - [INFO] - [E:205| 500]: Train Loss:0.00093928, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:23:22,168 - wikidata12k_1n - [INFO] - [E:205| 600]: Train Loss:0.00093966, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:24:25,077 - wikidata12k_1n - [INFO] - [E:205| 700]: Train Loss:0.00093928, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:25:27,952 - wikidata12k_1n - [INFO] - [E:205| 800]: Train Loss:0.00093919, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:26:30,814 - wikidata12k_1n - [INFO] - [E:205| 900]: Train Loss:0.00093942, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:27:33,681 - wikidata12k_1n - [INFO] - [E:205| 1000]: Train Loss:0.00093968, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:28:36,685 - wikidata12k_1n - [INFO] - [E:205| 1100]: Train Loss:0.00093963, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:29:39,577 - wikidata12k_1n - [INFO] - [E:205| 1200]: Train Loss:0.00093967, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:30:42,486 - wikidata12k_1n - [INFO] - [E:205| 1300]: Train Loss:0.00093958, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:31:45,433 - wikidata12k_1n - [INFO] - [E:205| 1400]: Train Loss:0.00093973, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:32:48,434 - wikidata12k_1n - [INFO] - [E:205| 1500]: Train Loss:0.00094002, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:33:51,314 - wikidata12k_1n - [INFO] - [E:205| 1600]: Train Loss:0.00094002, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:34:32,348 - wikidata12k_1n - [INFO] - [Epoch:205]: Training Loss:0.00094
2023-05-09 17:34:32,564 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 17:34:53,890 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 17:35:06,228 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 17:35:27,710 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 17:35:39,926 - wikidata12k_1n - [INFO] - [Evaluating Epoch 205 valid]:
MRR: Tail : 0.50639, Head : 0.34086, Avg : 0.42362
2023-05-09 17:35:39,926 - wikidata12k_1n - [INFO] - [Epoch 205]: Training Loss: 0.00094005, Valid MRR: 0.43908,
2023-05-09 17:35:40,567 - wikidata12k_1n - [INFO] - [E:206| 0]: Train Loss:0.00093329, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:36:43,448 - wikidata12k_1n - [INFO] - [E:206| 100]: Train Loss:0.0009401, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:37:46,307 - wikidata12k_1n - [INFO] - [E:206| 200]: Train Loss:0.00094029, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:38:49,119 - wikidata12k_1n - [INFO] - [E:206| 300]: Train Loss:0.00094099, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:39:51,930 - wikidata12k_1n - [INFO] - [E:206| 400]: Train Loss:0.0009407, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:40:54,744 - wikidata12k_1n - [INFO] - [E:206| 500]: Train Loss:0.00094013, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:41:57,540 - wikidata12k_1n - [INFO] - [E:206| 600]: Train Loss:0.00094057, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:43:00,333 - wikidata12k_1n - [INFO] - [E:206| 700]: Train Loss:0.00094032, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:44:03,137 - wikidata12k_1n - [INFO] - [E:206| 800]: Train Loss:0.00094018, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:45:05,945 - wikidata12k_1n - [INFO] - [E:206| 900]: Train Loss:0.00094, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:46:08,861 - wikidata12k_1n - [INFO] - [E:206| 1000]: Train Loss:0.00094023, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:47:11,773 - wikidata12k_1n - [INFO] - [E:206| 1100]: Train Loss:0.00094032, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:48:14,662 - wikidata12k_1n - [INFO] - [E:206| 1200]: Train Loss:0.00094009, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:49:17,588 - wikidata12k_1n - [INFO] - [E:206| 1300]: Train Loss:0.00093991, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:50:20,528 - wikidata12k_1n - [INFO] - [E:206| 1400]: Train Loss:0.0009401, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:51:23,426 - wikidata12k_1n - [INFO] - [E:206| 1500]: Train Loss:0.00094009, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:52:26,325 - wikidata12k_1n - [INFO] - [E:206| 1600]: Train Loss:0.00094002, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:53:07,416 - wikidata12k_1n - [INFO] - [Epoch:206]: Training Loss:0.0009402
2023-05-09 17:53:07,632 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 17:53:28,971 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 17:53:41,330 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 17:54:02,824 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 17:54:15,092 - wikidata12k_1n - [INFO] - [Evaluating Epoch 206 valid]:
MRR: Tail : 0.50288, Head : 0.37511, Avg : 0.439
2023-05-09 17:54:15,092 - wikidata12k_1n - [INFO] - [Epoch 206]: Training Loss: 0.00094018, Valid MRR: 0.43908,
2023-05-09 17:54:15,768 - wikidata12k_1n - [INFO] - [E:207| 0]: Train Loss:0.00092974, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:55:18,669 - wikidata12k_1n - [INFO] - [E:207| 100]: Train Loss:0.00093983, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:56:21,484 - wikidata12k_1n - [INFO] - [E:207| 200]: Train Loss:0.00094152, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:57:24,311 - wikidata12k_1n - [INFO] - [E:207| 300]: Train Loss:0.00094108, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:58:27,117 - wikidata12k_1n - [INFO] - [E:207| 400]: Train Loss:0.00094025, Val MRR:0.43908, wikidata12k_1n
2023-05-09 17:59:29,955 - wikidata12k_1n - [INFO] - [E:207| 500]: Train Loss:0.00094036, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:00:32,759 - wikidata12k_1n - [INFO] - [E:207| 600]: Train Loss:0.00093973, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:01:35,559 - wikidata12k_1n - [INFO] - [E:207| 700]: Train Loss:0.00093927, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:02:38,395 - wikidata12k_1n - [INFO] - [E:207| 800]: Train Loss:0.00093924, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:03:41,423 - wikidata12k_1n - [INFO] - [E:207| 900]: Train Loss:0.00093912, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:04:44,308 - wikidata12k_1n - [INFO] - [E:207| 1000]: Train Loss:0.00093909, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:05:47,194 - wikidata12k_1n - [INFO] - [E:207| 1100]: Train Loss:0.00093943, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:06:50,113 - wikidata12k_1n - [INFO] - [E:207| 1200]: Train Loss:0.00093931, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:07:52,969 - wikidata12k_1n - [INFO] - [E:207| 1300]: Train Loss:0.00093947, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:08:55,836 - wikidata12k_1n - [INFO] - [E:207| 1400]: Train Loss:0.00093954, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:09:58,671 - wikidata12k_1n - [INFO] - [E:207| 1500]: Train Loss:0.00093974, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:11:01,518 - wikidata12k_1n - [INFO] - [E:207| 1600]: Train Loss:0.00093996, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:11:42,687 - wikidata12k_1n - [INFO] - [Epoch:207]: Training Loss:0.0009399
2023-05-09 18:11:42,904 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 18:12:04,217 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 18:12:16,556 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 18:12:38,054 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 18:12:50,283 - wikidata12k_1n - [INFO] - [Evaluating Epoch 207 valid]:
MRR: Tail : 0.50056, Head : 0.36812, Avg : 0.43434
2023-05-09 18:12:50,283 - wikidata12k_1n - [INFO] - [Epoch 207]: Training Loss: 0.00093994, Valid MRR: 0.43908,
2023-05-09 18:12:50,925 - wikidata12k_1n - [INFO] - [E:208| 0]: Train Loss:0.00095684, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:13:53,833 - wikidata12k_1n - [INFO] - [E:208| 100]: Train Loss:0.0009392, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:14:56,637 - wikidata12k_1n - [INFO] - [E:208| 200]: Train Loss:0.00094291, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:15:59,444 - wikidata12k_1n - [INFO] - [E:208| 300]: Train Loss:0.00094084, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:17:02,282 - wikidata12k_1n - [INFO] - [E:208| 400]: Train Loss:0.00093988, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:18:05,087 - wikidata12k_1n - [INFO] - [E:208| 500]: Train Loss:0.00094007, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:19:07,882 - wikidata12k_1n - [INFO] - [E:208| 600]: Train Loss:0.00093991, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:20:10,777 - wikidata12k_1n - [INFO] - [E:208| 700]: Train Loss:0.00094007, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:21:13,682 - wikidata12k_1n - [INFO] - [E:208| 800]: Train Loss:0.00093947, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:22:16,560 - wikidata12k_1n - [INFO] - [E:208| 900]: Train Loss:0.00093951, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:23:19,402 - wikidata12k_1n - [INFO] - [E:208| 1000]: Train Loss:0.00093953, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:24:22,269 - wikidata12k_1n - [INFO] - [E:208| 1100]: Train Loss:0.0009397, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:25:25,102 - wikidata12k_1n - [INFO] - [E:208| 1200]: Train Loss:0.00093971, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:26:27,953 - wikidata12k_1n - [INFO] - [E:208| 1300]: Train Loss:0.00094002, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:27:30,834 - wikidata12k_1n - [INFO] - [E:208| 1400]: Train Loss:0.00093998, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:28:33,777 - wikidata12k_1n - [INFO] - [E:208| 1500]: Train Loss:0.00093983, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:29:36,820 - wikidata12k_1n - [INFO] - [E:208| 1600]: Train Loss:0.00093988, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:30:17,918 - wikidata12k_1n - [INFO] - [Epoch:208]: Training Loss:0.00094
2023-05-09 18:30:18,134 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 18:30:39,472 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 18:30:51,820 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 18:31:13,317 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 18:31:25,542 - wikidata12k_1n - [INFO] - [Evaluating Epoch 208 valid]:
MRR: Tail : 0.4947, Head : 0.30617, Avg : 0.40044
2023-05-09 18:31:25,543 - wikidata12k_1n - [INFO] - [Epoch 208]: Training Loss: 0.00094003, Valid MRR: 0.43908,
2023-05-09 18:31:26,186 - wikidata12k_1n - [INFO] - [E:209| 0]: Train Loss:0.00093095, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:32:29,100 - wikidata12k_1n - [INFO] - [E:209| 100]: Train Loss:0.00093797, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:33:32,031 - wikidata12k_1n - [INFO] - [E:209| 200]: Train Loss:0.00093688, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:34:34,956 - wikidata12k_1n - [INFO] - [E:209| 300]: Train Loss:0.00093866, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:35:37,900 - wikidata12k_1n - [INFO] - [E:209| 400]: Train Loss:0.00093879, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:36:40,820 - wikidata12k_1n - [INFO] - [E:209| 500]: Train Loss:0.00093901, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:37:43,791 - wikidata12k_1n - [INFO] - [E:209| 600]: Train Loss:0.000939, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:38:46,759 - wikidata12k_1n - [INFO] - [E:209| 700]: Train Loss:0.0009391, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:39:49,699 - wikidata12k_1n - [INFO] - [E:209| 800]: Train Loss:0.0009392, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:40:52,627 - wikidata12k_1n - [INFO] - [E:209| 900]: Train Loss:0.00093928, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:41:55,569 - wikidata12k_1n - [INFO] - [E:209| 1000]: Train Loss:0.00093917, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:42:58,505 - wikidata12k_1n - [INFO] - [E:209| 1100]: Train Loss:0.00093919, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:44:01,443 - wikidata12k_1n - [INFO] - [E:209| 1200]: Train Loss:0.00093946, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:45:04,391 - wikidata12k_1n - [INFO] - [E:209| 1300]: Train Loss:0.00093939, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:46:07,310 - wikidata12k_1n - [INFO] - [E:209| 1400]: Train Loss:0.00093921, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:47:10,322 - wikidata12k_1n - [INFO] - [E:209| 1500]: Train Loss:0.00093944, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:48:13,291 - wikidata12k_1n - [INFO] - [E:209| 1600]: Train Loss:0.00093935, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:48:54,435 - wikidata12k_1n - [INFO] - [Epoch:209]: Training Loss:0.0009394
2023-05-09 18:48:54,651 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 18:49:15,980 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 18:49:28,335 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 18:49:49,847 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 18:50:02,081 - wikidata12k_1n - [INFO] - [Evaluating Epoch 209 valid]:
MRR: Tail : 0.50537, Head : 0.35956, Avg : 0.43246
MR: Tail : 828.51, Head : 905.25, Avg : 866.88
Hit-1: Tail : 0.42453, Head : 0.2644, Avg : 0.34447
Hit-3: Tail : 0.55023, Head : 0.41112, Avg : 0.48068
Hit-10: Tail : 0.6538, Head : 0.54731, Avg : 0.60055
2023-05-09 18:50:02,081 - wikidata12k_1n - [INFO] - [Epoch 209]: Training Loss: 0.00093945, Valid MRR: 0.43908,
2023-05-09 18:50:02,723 - wikidata12k_1n - [INFO] - [E:210| 0]: Train Loss:0.00092572, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:51:05,677 - wikidata12k_1n - [INFO] - [E:210| 100]: Train Loss:0.00093817, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:52:08,596 - wikidata12k_1n - [INFO] - [E:210| 200]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:53:11,560 - wikidata12k_1n - [INFO] - [E:210| 300]: Train Loss:0.00094035, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:54:14,496 - wikidata12k_1n - [INFO] - [E:210| 400]: Train Loss:0.00093985, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:55:17,549 - wikidata12k_1n - [INFO] - [E:210| 500]: Train Loss:0.00093938, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:56:20,449 - wikidata12k_1n - [INFO] - [E:210| 600]: Train Loss:0.00093915, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:57:23,259 - wikidata12k_1n - [INFO] - [E:210| 700]: Train Loss:0.00093919, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:58:26,113 - wikidata12k_1n - [INFO] - [E:210| 800]: Train Loss:0.00093899, Val MRR:0.43908, wikidata12k_1n
2023-05-09 18:59:28,942 - wikidata12k_1n - [INFO] - [E:210| 900]: Train Loss:0.00093898, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:00:31,784 - wikidata12k_1n - [INFO] - [E:210| 1000]: Train Loss:0.00093923, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:01:34,943 - wikidata12k_1n - [INFO] - [E:210| 1100]: Train Loss:0.00093922, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:02:37,876 - wikidata12k_1n - [INFO] - [E:210| 1200]: Train Loss:0.00093954, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:03:40,799 - wikidata12k_1n - [INFO] - [E:210| 1300]: Train Loss:0.00093934, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:04:43,729 - wikidata12k_1n - [INFO] - [E:210| 1400]: Train Loss:0.0009392, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:05:46,696 - wikidata12k_1n - [INFO] - [E:210| 1500]: Train Loss:0.00093924, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:06:49,667 - wikidata12k_1n - [INFO] - [E:210| 1600]: Train Loss:0.00093927, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:07:30,809 - wikidata12k_1n - [INFO] - [Epoch:210]: Training Loss:0.0009394
2023-05-09 19:07:31,026 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 19:07:52,361 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 19:08:04,706 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 19:08:26,214 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 19:08:38,452 - wikidata12k_1n - [INFO] - [Evaluating Epoch 210 valid]:
MRR: Tail : 0.50939, Head : 0.36143, Avg : 0.43541
2023-05-09 19:08:38,453 - wikidata12k_1n - [INFO] - [Epoch 210]: Training Loss: 0.00093936, Valid MRR: 0.43908,
2023-05-09 19:08:39,097 - wikidata12k_1n - [INFO] - [E:211| 0]: Train Loss:0.00093235, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:09:42,040 - wikidata12k_1n - [INFO] - [E:211| 100]: Train Loss:0.0009376, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:10:44,979 - wikidata12k_1n - [INFO] - [E:211| 200]: Train Loss:0.00093738, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:11:47,892 - wikidata12k_1n - [INFO] - [E:211| 300]: Train Loss:0.00093795, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:12:50,776 - wikidata12k_1n - [INFO] - [E:211| 400]: Train Loss:0.00093774, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:13:53,712 - wikidata12k_1n - [INFO] - [E:211| 500]: Train Loss:0.00093816, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:14:56,679 - wikidata12k_1n - [INFO] - [E:211| 600]: Train Loss:0.00093884, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:15:59,688 - wikidata12k_1n - [INFO] - [E:211| 700]: Train Loss:0.0009389, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:17:02,756 - wikidata12k_1n - [INFO] - [E:211| 800]: Train Loss:0.00093904, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:18:05,683 - wikidata12k_1n - [INFO] - [E:211| 900]: Train Loss:0.00093961, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:19:08,606 - wikidata12k_1n - [INFO] - [E:211| 1000]: Train Loss:0.00093938, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:20:11,559 - wikidata12k_1n - [INFO] - [E:211| 1100]: Train Loss:0.00093921, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:21:14,591 - wikidata12k_1n - [INFO] - [E:211| 1200]: Train Loss:0.00093905, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:22:17,540 - wikidata12k_1n - [INFO] - [E:211| 1300]: Train Loss:0.00093881, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:23:20,371 - wikidata12k_1n - [INFO] - [E:211| 1400]: Train Loss:0.00093891, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:24:23,180 - wikidata12k_1n - [INFO] - [E:211| 1500]: Train Loss:0.00093907, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:25:25,998 - wikidata12k_1n - [INFO] - [E:211| 1600]: Train Loss:0.00093925, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:26:07,043 - wikidata12k_1n - [INFO] - [Epoch:211]: Training Loss:0.0009392
2023-05-09 19:26:07,260 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 19:26:28,571 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 19:26:40,921 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 19:27:02,399 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 19:27:14,621 - wikidata12k_1n - [INFO] - [Evaluating Epoch 211 valid]:
MRR: Tail : 0.50293, Head : 0.37095, Avg : 0.43694
2023-05-09 19:27:14,621 - wikidata12k_1n - [INFO] - [Epoch 211]: Training Loss: 0.00093921, Valid MRR: 0.43908,
2023-05-09 19:27:15,263 - wikidata12k_1n - [INFO] - [E:212| 0]: Train Loss:0.00098764, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:28:18,069 - wikidata12k_1n - [INFO] - [E:212| 100]: Train Loss:0.00093681, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:29:20,893 - wikidata12k_1n - [INFO] - [E:212| 200]: Train Loss:0.00093723, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:30:23,825 - wikidata12k_1n - [INFO] - [E:212| 300]: Train Loss:0.00093772, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:31:26,631 - wikidata12k_1n - [INFO] - [E:212| 400]: Train Loss:0.00093773, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:32:29,441 - wikidata12k_1n - [INFO] - [E:212| 500]: Train Loss:0.00093851, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:33:32,250 - wikidata12k_1n - [INFO] - [E:212| 600]: Train Loss:0.00093901, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:34:35,081 - wikidata12k_1n - [INFO] - [E:212| 700]: Train Loss:0.00093945, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:35:38,024 - wikidata12k_1n - [INFO] - [E:212| 800]: Train Loss:0.00093937, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:36:40,979 - wikidata12k_1n - [INFO] - [E:212| 900]: Train Loss:0.00093905, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:37:43,906 - wikidata12k_1n - [INFO] - [E:212| 1000]: Train Loss:0.00093875, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:38:46,857 - wikidata12k_1n - [INFO] - [E:212| 1100]: Train Loss:0.00093887, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:39:49,737 - wikidata12k_1n - [INFO] - [E:212| 1200]: Train Loss:0.00093904, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:40:52,626 - wikidata12k_1n - [INFO] - [E:212| 1300]: Train Loss:0.00093914, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:41:55,465 - wikidata12k_1n - [INFO] - [E:212| 1400]: Train Loss:0.00093918, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:42:58,231 - wikidata12k_1n - [INFO] - [E:212| 1500]: Train Loss:0.00093926, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:44:01,021 - wikidata12k_1n - [INFO] - [E:212| 1600]: Train Loss:0.00093913, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:44:42,068 - wikidata12k_1n - [INFO] - [Epoch:212]: Training Loss:0.0009392
2023-05-09 19:44:42,284 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 19:45:03,584 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 19:45:15,917 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 19:45:37,406 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 19:45:49,610 - wikidata12k_1n - [INFO] - [Evaluating Epoch 212 valid]:
MRR: Tail : 0.49808, Head : 0.34434, Avg : 0.42121
2023-05-09 19:45:49,610 - wikidata12k_1n - [INFO] - [Epoch 212]: Training Loss: 0.00093915, Valid MRR: 0.43908,
2023-05-09 19:45:50,252 - wikidata12k_1n - [INFO] - [E:213| 0]: Train Loss:0.00092196, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:46:53,057 - wikidata12k_1n - [INFO] - [E:213| 100]: Train Loss:0.00094014, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:47:56,033 - wikidata12k_1n - [INFO] - [E:213| 200]: Train Loss:0.00093853, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:48:58,893 - wikidata12k_1n - [INFO] - [E:213| 300]: Train Loss:0.00093744, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:50:01,809 - wikidata12k_1n - [INFO] - [E:213| 400]: Train Loss:0.0009373, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:51:04,693 - wikidata12k_1n - [INFO] - [E:213| 500]: Train Loss:0.000937, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:52:07,634 - wikidata12k_1n - [INFO] - [E:213| 600]: Train Loss:0.00093781, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:53:10,544 - wikidata12k_1n - [INFO] - [E:213| 700]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:54:13,483 - wikidata12k_1n - [INFO] - [E:213| 800]: Train Loss:0.00093808, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:55:16,430 - wikidata12k_1n - [INFO] - [E:213| 900]: Train Loss:0.00093787, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:56:19,422 - wikidata12k_1n - [INFO] - [E:213| 1000]: Train Loss:0.00093807, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:57:22,219 - wikidata12k_1n - [INFO] - [E:213| 1100]: Train Loss:0.00093852, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:58:24,963 - wikidata12k_1n - [INFO] - [E:213| 1200]: Train Loss:0.0009384, Val MRR:0.43908, wikidata12k_1n
2023-05-09 19:59:27,759 - wikidata12k_1n - [INFO] - [E:213| 1300]: Train Loss:0.0009385, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:00:30,567 - wikidata12k_1n - [INFO] - [E:213| 1400]: Train Loss:0.00093859, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:01:33,360 - wikidata12k_1n - [INFO] - [E:213| 1500]: Train Loss:0.00093868, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:02:36,211 - wikidata12k_1n - [INFO] - [E:213| 1600]: Train Loss:0.00093888, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:03:17,347 - wikidata12k_1n - [INFO] - [Epoch:213]: Training Loss:0.000939
2023-05-09 20:03:17,564 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 20:03:38,902 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 20:03:51,242 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 20:04:12,726 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 20:04:24,978 - wikidata12k_1n - [INFO] - [Evaluating Epoch 213 valid]:
MRR: Tail : 0.5041, Head : 0.31883, Avg : 0.41147
2023-05-09 20:04:24,978 - wikidata12k_1n - [INFO] - [Epoch 213]: Training Loss: 0.00093904, Valid MRR: 0.43908,
2023-05-09 20:04:25,627 - wikidata12k_1n - [INFO] - [E:214| 0]: Train Loss:0.00093134, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:05:28,534 - wikidata12k_1n - [INFO] - [E:214| 100]: Train Loss:0.0009397, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:06:31,383 - wikidata12k_1n - [INFO] - [E:214| 200]: Train Loss:0.00093883, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:07:34,231 - wikidata12k_1n - [INFO] - [E:214| 300]: Train Loss:0.00093974, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:08:37,099 - wikidata12k_1n - [INFO] - [E:214| 400]: Train Loss:0.00093876, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:09:39,937 - wikidata12k_1n - [INFO] - [E:214| 500]: Train Loss:0.00093825, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:10:42,802 - wikidata12k_1n - [INFO] - [E:214| 600]: Train Loss:0.00093876, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:11:45,640 - wikidata12k_1n - [INFO] - [E:214| 700]: Train Loss:0.00093864, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:12:48,479 - wikidata12k_1n - [INFO] - [E:214| 800]: Train Loss:0.00093849, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:13:51,408 - wikidata12k_1n - [INFO] - [E:214| 900]: Train Loss:0.00093846, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:14:54,231 - wikidata12k_1n - [INFO] - [E:214| 1000]: Train Loss:0.00093856, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:15:57,034 - wikidata12k_1n - [INFO] - [E:214| 1100]: Train Loss:0.00093908, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:16:59,820 - wikidata12k_1n - [INFO] - [E:214| 1200]: Train Loss:0.00093886, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:18:02,626 - wikidata12k_1n - [INFO] - [E:214| 1300]: Train Loss:0.00093881, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:19:05,418 - wikidata12k_1n - [INFO] - [E:214| 1400]: Train Loss:0.0009389, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:20:08,204 - wikidata12k_1n - [INFO] - [E:214| 1500]: Train Loss:0.00093872, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:21:11,018 - wikidata12k_1n - [INFO] - [E:214| 1600]: Train Loss:0.00093884, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:21:52,146 - wikidata12k_1n - [INFO] - [Epoch:214]: Training Loss:0.0009389
2023-05-09 20:21:52,361 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 20:22:13,689 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 20:22:26,029 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 20:22:47,510 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 20:22:59,725 - wikidata12k_1n - [INFO] - [Evaluating Epoch 214 valid]:
MRR: Tail : 0.50414, Head : 0.37338, Avg : 0.43876
2023-05-09 20:22:59,725 - wikidata12k_1n - [INFO] - [Epoch 214]: Training Loss: 0.00093887, Valid MRR: 0.43908,
2023-05-09 20:23:00,367 - wikidata12k_1n - [INFO] - [E:215| 0]: Train Loss:0.00091354, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:24:03,141 - wikidata12k_1n - [INFO] - [E:215| 100]: Train Loss:0.0009358, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:25:05,945 - wikidata12k_1n - [INFO] - [E:215| 200]: Train Loss:0.00093766, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:26:08,833 - wikidata12k_1n - [INFO] - [E:215| 300]: Train Loss:0.00093882, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:27:11,853 - wikidata12k_1n - [INFO] - [E:215| 400]: Train Loss:0.00093841, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:28:14,812 - wikidata12k_1n - [INFO] - [E:215| 500]: Train Loss:0.00093869, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:29:17,765 - wikidata12k_1n - [INFO] - [E:215| 600]: Train Loss:0.00093877, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:30:20,721 - wikidata12k_1n - [INFO] - [E:215| 700]: Train Loss:0.00093923, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:31:23,690 - wikidata12k_1n - [INFO] - [E:215| 800]: Train Loss:0.00093923, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:32:26,550 - wikidata12k_1n - [INFO] - [E:215| 900]: Train Loss:0.00093959, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:33:29,406 - wikidata12k_1n - [INFO] - [E:215| 1000]: Train Loss:0.00093914, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:34:32,316 - wikidata12k_1n - [INFO] - [E:215| 1100]: Train Loss:0.00093929, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:35:35,099 - wikidata12k_1n - [INFO] - [E:215| 1200]: Train Loss:0.00093932, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:36:37,909 - wikidata12k_1n - [INFO] - [E:215| 1300]: Train Loss:0.00093914, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:37:40,741 - wikidata12k_1n - [INFO] - [E:215| 1400]: Train Loss:0.0009392, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:38:43,611 - wikidata12k_1n - [INFO] - [E:215| 1500]: Train Loss:0.000939, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:39:46,512 - wikidata12k_1n - [INFO] - [E:215| 1600]: Train Loss:0.00093903, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:40:27,606 - wikidata12k_1n - [INFO] - [Epoch:215]: Training Loss:0.0009389
2023-05-09 20:40:27,823 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 20:40:49,137 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 20:41:01,481 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 20:41:22,977 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 20:41:35,202 - wikidata12k_1n - [INFO] - [Evaluating Epoch 215 valid]:
MRR: Tail : 0.50467, Head : 0.36743, Avg : 0.43605
2023-05-09 20:41:35,203 - wikidata12k_1n - [INFO] - [Epoch 215]: Training Loss: 0.00093888, Valid MRR: 0.43908,
2023-05-09 20:41:35,846 - wikidata12k_1n - [INFO] - [E:216| 0]: Train Loss:0.00092803, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:42:38,638 - wikidata12k_1n - [INFO] - [E:216| 100]: Train Loss:0.00093953, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:43:41,526 - wikidata12k_1n - [INFO] - [E:216| 200]: Train Loss:0.00093885, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:44:44,466 - wikidata12k_1n - [INFO] - [E:216| 300]: Train Loss:0.00093846, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:45:47,372 - wikidata12k_1n - [INFO] - [E:216| 400]: Train Loss:0.00093805, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:46:50,295 - wikidata12k_1n - [INFO] - [E:216| 500]: Train Loss:0.0009377, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:47:53,207 - wikidata12k_1n - [INFO] - [E:216| 600]: Train Loss:0.00093792, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:48:56,161 - wikidata12k_1n - [INFO] - [E:216| 700]: Train Loss:0.0009378, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:49:59,068 - wikidata12k_1n - [INFO] - [E:216| 800]: Train Loss:0.00093844, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:51:02,015 - wikidata12k_1n - [INFO] - [E:216| 900]: Train Loss:0.00093836, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:52:04,948 - wikidata12k_1n - [INFO] - [E:216| 1000]: Train Loss:0.00093801, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:53:07,813 - wikidata12k_1n - [INFO] - [E:216| 1100]: Train Loss:0.00093824, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:54:10,691 - wikidata12k_1n - [INFO] - [E:216| 1200]: Train Loss:0.00093822, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:55:13,634 - wikidata12k_1n - [INFO] - [E:216| 1300]: Train Loss:0.00093852, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:56:16,497 - wikidata12k_1n - [INFO] - [E:216| 1400]: Train Loss:0.00093853, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:57:19,475 - wikidata12k_1n - [INFO] - [E:216| 1500]: Train Loss:0.00093845, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:58:22,289 - wikidata12k_1n - [INFO] - [E:216| 1600]: Train Loss:0.00093858, Val MRR:0.43908, wikidata12k_1n
2023-05-09 20:59:03,319 - wikidata12k_1n - [INFO] - [Epoch:216]: Training Loss:0.0009388
2023-05-09 20:59:03,536 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 20:59:24,846 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 20:59:37,168 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 20:59:58,631 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 21:00:10,854 - wikidata12k_1n - [INFO] - [Evaluating Epoch 216 valid]:
MRR: Tail : 0.49936, Head : 0.36564, Avg : 0.4325
2023-05-09 21:00:10,854 - wikidata12k_1n - [INFO] - [Epoch 216]: Training Loss: 0.00093879, Valid MRR: 0.43908,
2023-05-09 21:00:11,496 - wikidata12k_1n - [INFO] - [E:217| 0]: Train Loss:0.00092256, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:01:14,418 - wikidata12k_1n - [INFO] - [E:217| 100]: Train Loss:0.00093488, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:02:17,370 - wikidata12k_1n - [INFO] - [E:217| 200]: Train Loss:0.00093824, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:03:20,313 - wikidata12k_1n - [INFO] - [E:217| 300]: Train Loss:0.00093849, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:04:23,255 - wikidata12k_1n - [INFO] - [E:217| 400]: Train Loss:0.00093841, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:05:26,306 - wikidata12k_1n - [INFO] - [E:217| 500]: Train Loss:0.00093866, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:06:29,085 - wikidata12k_1n - [INFO] - [E:217| 600]: Train Loss:0.00093899, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:07:31,878 - wikidata12k_1n - [INFO] - [E:217| 700]: Train Loss:0.00093922, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:08:34,762 - wikidata12k_1n - [INFO] - [E:217| 800]: Train Loss:0.00093883, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:09:37,712 - wikidata12k_1n - [INFO] - [E:217| 900]: Train Loss:0.00093908, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:10:40,693 - wikidata12k_1n - [INFO] - [E:217| 1000]: Train Loss:0.00093901, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:11:43,609 - wikidata12k_1n - [INFO] - [E:217| 1100]: Train Loss:0.00093864, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:12:46,518 - wikidata12k_1n - [INFO] - [E:217| 1200]: Train Loss:0.00093903, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:13:49,467 - wikidata12k_1n - [INFO] - [E:217| 1300]: Train Loss:0.0009387, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:14:52,427 - wikidata12k_1n - [INFO] - [E:217| 1400]: Train Loss:0.00093879, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:15:55,268 - wikidata12k_1n - [INFO] - [E:217| 1500]: Train Loss:0.00093854, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:16:58,150 - wikidata12k_1n - [INFO] - [E:217| 1600]: Train Loss:0.00093879, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:17:39,205 - wikidata12k_1n - [INFO] - [Epoch:217]: Training Loss:0.0009387
2023-05-09 21:17:39,421 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 21:18:00,723 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 21:18:13,052 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 21:18:34,550 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 21:18:46,760 - wikidata12k_1n - [INFO] - [Evaluating Epoch 217 valid]:
MRR: Tail : 0.50077, Head : 0.37255, Avg : 0.43666
2023-05-09 21:18:46,760 - wikidata12k_1n - [INFO] - [Epoch 217]: Training Loss: 0.00093869, Valid MRR: 0.43908,
2023-05-09 21:18:47,404 - wikidata12k_1n - [INFO] - [E:218| 0]: Train Loss:0.00095169, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:19:50,236 - wikidata12k_1n - [INFO] - [E:218| 100]: Train Loss:0.0009343, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:20:53,081 - wikidata12k_1n - [INFO] - [E:218| 200]: Train Loss:0.00093495, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:21:56,005 - wikidata12k_1n - [INFO] - [E:218| 300]: Train Loss:0.00093585, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:22:59,022 - wikidata12k_1n - [INFO] - [E:218| 400]: Train Loss:0.00093682, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:24:01,968 - wikidata12k_1n - [INFO] - [E:218| 500]: Train Loss:0.00093728, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:25:04,885 - wikidata12k_1n - [INFO] - [E:218| 600]: Train Loss:0.00093805, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:26:07,824 - wikidata12k_1n - [INFO] - [E:218| 700]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:27:10,770 - wikidata12k_1n - [INFO] - [E:218| 800]: Train Loss:0.00093813, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:28:13,714 - wikidata12k_1n - [INFO] - [E:218| 900]: Train Loss:0.0009379, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:29:16,677 - wikidata12k_1n - [INFO] - [E:218| 1000]: Train Loss:0.0009382, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:30:19,602 - wikidata12k_1n - [INFO] - [E:218| 1100]: Train Loss:0.00093823, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:31:22,453 - wikidata12k_1n - [INFO] - [E:218| 1200]: Train Loss:0.00093826, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:32:25,369 - wikidata12k_1n - [INFO] - [E:218| 1300]: Train Loss:0.00093826, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:33:28,294 - wikidata12k_1n - [INFO] - [E:218| 1400]: Train Loss:0.00093838, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:34:31,241 - wikidata12k_1n - [INFO] - [E:218| 1500]: Train Loss:0.00093844, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:35:34,155 - wikidata12k_1n - [INFO] - [E:218| 1600]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:36:15,242 - wikidata12k_1n - [INFO] - [Epoch:218]: Training Loss:0.0009384
2023-05-09 21:36:15,457 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 21:36:36,777 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 21:36:49,117 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 21:37:10,604 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 21:37:22,841 - wikidata12k_1n - [INFO] - [Evaluating Epoch 218 valid]:
MRR: Tail : 0.48839, Head : 0.3536, Avg : 0.42099
2023-05-09 21:37:22,841 - wikidata12k_1n - [INFO] - [Epoch 218]: Training Loss: 0.00093839, Valid MRR: 0.43908,
2023-05-09 21:37:23,489 - wikidata12k_1n - [INFO] - [E:219| 0]: Train Loss:0.00092355, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:38:26,381 - wikidata12k_1n - [INFO] - [E:219| 100]: Train Loss:0.00093953, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:39:29,305 - wikidata12k_1n - [INFO] - [E:219| 200]: Train Loss:0.00094082, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:40:32,310 - wikidata12k_1n - [INFO] - [E:219| 300]: Train Loss:0.00093964, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:41:35,078 - wikidata12k_1n - [INFO] - [E:219| 400]: Train Loss:0.0009385, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:42:37,974 - wikidata12k_1n - [INFO] - [E:219| 500]: Train Loss:0.00093876, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:43:40,866 - wikidata12k_1n - [INFO] - [E:219| 600]: Train Loss:0.00093836, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:44:43,728 - wikidata12k_1n - [INFO] - [E:219| 700]: Train Loss:0.00093834, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:45:46,601 - wikidata12k_1n - [INFO] - [E:219| 800]: Train Loss:0.00093834, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:46:49,512 - wikidata12k_1n - [INFO] - [E:219| 900]: Train Loss:0.00093836, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:47:52,423 - wikidata12k_1n - [INFO] - [E:219| 1000]: Train Loss:0.00093815, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:48:55,406 - wikidata12k_1n - [INFO] - [E:219| 1100]: Train Loss:0.00093854, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:49:58,313 - wikidata12k_1n - [INFO] - [E:219| 1200]: Train Loss:0.00093835, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:51:01,153 - wikidata12k_1n - [INFO] - [E:219| 1300]: Train Loss:0.0009386, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:52:04,019 - wikidata12k_1n - [INFO] - [E:219| 1400]: Train Loss:0.00093842, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:53:06,856 - wikidata12k_1n - [INFO] - [E:219| 1500]: Train Loss:0.00093816, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:54:09,746 - wikidata12k_1n - [INFO] - [E:219| 1600]: Train Loss:0.00093801, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:54:50,813 - wikidata12k_1n - [INFO] - [Epoch:219]: Training Loss:0.000938
2023-05-09 21:54:51,031 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 21:55:12,354 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 21:55:24,706 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 21:55:46,190 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 21:55:58,416 - wikidata12k_1n - [INFO] - [Evaluating Epoch 219 valid]:
MRR: Tail : 0.49693, Head : 0.37327, Avg : 0.4351
MR: Tail : 838.05, Head : 880.11, Avg : 859.08
Hit-1: Tail : 0.41211, Head : 0.27974, Avg : 0.34593
Hit-3: Tail : 0.54271, Head : 0.4226, Avg : 0.48266
Hit-10: Tail : 0.66009, Head : 0.54879, Avg : 0.60444
2023-05-09 21:55:58,417 - wikidata12k_1n - [INFO] - [Epoch 219]: Training Loss: 0.00093804, Valid MRR: 0.43908,
2023-05-09 21:55:59,060 - wikidata12k_1n - [INFO] - [E:220| 0]: Train Loss:0.0009495, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:57:01,934 - wikidata12k_1n - [INFO] - [E:220| 100]: Train Loss:0.00093863, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:58:04,868 - wikidata12k_1n - [INFO] - [E:220| 200]: Train Loss:0.00093861, Val MRR:0.43908, wikidata12k_1n
2023-05-09 21:59:07,733 - wikidata12k_1n - [INFO] - [E:220| 300]: Train Loss:0.00093659, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:00:10,650 - wikidata12k_1n - [INFO] - [E:220| 400]: Train Loss:0.00093733, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:01:13,456 - wikidata12k_1n - [INFO] - [E:220| 500]: Train Loss:0.00093736, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:02:16,239 - wikidata12k_1n - [INFO] - [E:220| 600]: Train Loss:0.00093736, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:03:19,070 - wikidata12k_1n - [INFO] - [E:220| 700]: Train Loss:0.00093784, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:04:21,865 - wikidata12k_1n - [INFO] - [E:220| 800]: Train Loss:0.00093768, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:05:24,672 - wikidata12k_1n - [INFO] - [E:220| 900]: Train Loss:0.00093789, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:06:27,526 - wikidata12k_1n - [INFO] - [E:220| 1000]: Train Loss:0.000938, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:07:30,399 - wikidata12k_1n - [INFO] - [E:220| 1100]: Train Loss:0.00093805, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:08:33,287 - wikidata12k_1n - [INFO] - [E:220| 1200]: Train Loss:0.00093803, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:09:36,077 - wikidata12k_1n - [INFO] - [E:220| 1300]: Train Loss:0.00093814, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:10:38,947 - wikidata12k_1n - [INFO] - [E:220| 1400]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:11:41,822 - wikidata12k_1n - [INFO] - [E:220| 1500]: Train Loss:0.00093816, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:12:44,644 - wikidata12k_1n - [INFO] - [E:220| 1600]: Train Loss:0.00093828, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:13:25,694 - wikidata12k_1n - [INFO] - [Epoch:220]: Training Loss:0.0009384
2023-05-09 22:13:25,910 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 22:13:47,207 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 22:13:59,540 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 22:14:21,025 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 22:14:33,245 - wikidata12k_1n - [INFO] - [Evaluating Epoch 220 valid]:
MRR: Tail : 0.50439, Head : 0.36848, Avg : 0.43643
2023-05-09 22:14:33,245 - wikidata12k_1n - [INFO] - [Epoch 220]: Training Loss: 0.00093838, Valid MRR: 0.43908,
2023-05-09 22:14:33,895 - wikidata12k_1n - [INFO] - [E:221| 0]: Train Loss:0.00091614, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:15:36,828 - wikidata12k_1n - [INFO] - [E:221| 100]: Train Loss:0.00093685, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:16:39,763 - wikidata12k_1n - [INFO] - [E:221| 200]: Train Loss:0.00093761, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:17:42,691 - wikidata12k_1n - [INFO] - [E:221| 300]: Train Loss:0.00093759, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:18:45,526 - wikidata12k_1n - [INFO] - [E:221| 400]: Train Loss:0.00093824, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:19:48,320 - wikidata12k_1n - [INFO] - [E:221| 500]: Train Loss:0.00093849, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:20:51,143 - wikidata12k_1n - [INFO] - [E:221| 600]: Train Loss:0.00093804, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:21:53,942 - wikidata12k_1n - [INFO] - [E:221| 700]: Train Loss:0.00093821, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:22:56,728 - wikidata12k_1n - [INFO] - [E:221| 800]: Train Loss:0.00093798, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:23:59,582 - wikidata12k_1n - [INFO] - [E:221| 900]: Train Loss:0.00093819, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:25:02,391 - wikidata12k_1n - [INFO] - [E:221| 1000]: Train Loss:0.00093823, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:26:05,295 - wikidata12k_1n - [INFO] - [E:221| 1100]: Train Loss:0.00093818, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:27:08,261 - wikidata12k_1n - [INFO] - [E:221| 1200]: Train Loss:0.0009378, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:28:11,215 - wikidata12k_1n - [INFO] - [E:221| 1300]: Train Loss:0.00093824, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:29:14,155 - wikidata12k_1n - [INFO] - [E:221| 1400]: Train Loss:0.00093834, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:30:17,198 - wikidata12k_1n - [INFO] - [E:221| 1500]: Train Loss:0.00093842, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:31:20,089 - wikidata12k_1n - [INFO] - [E:221| 1600]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:32:01,196 - wikidata12k_1n - [INFO] - [Epoch:221]: Training Loss:0.0009382
2023-05-09 22:32:01,413 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 22:32:22,768 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 22:32:35,137 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 22:32:56,635 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 22:33:08,858 - wikidata12k_1n - [INFO] - [Evaluating Epoch 221 valid]:
MRR: Tail : 0.5054, Head : 0.34667, Avg : 0.42603
2023-05-09 22:33:08,858 - wikidata12k_1n - [INFO] - [Epoch 221]: Training Loss: 0.00093819, Valid MRR: 0.43908,
2023-05-09 22:33:09,502 - wikidata12k_1n - [INFO] - [E:222| 0]: Train Loss:0.00092732, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:34:12,437 - wikidata12k_1n - [INFO] - [E:222| 100]: Train Loss:0.00093465, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:35:15,355 - wikidata12k_1n - [INFO] - [E:222| 200]: Train Loss:0.00093621, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:36:18,310 - wikidata12k_1n - [INFO] - [E:222| 300]: Train Loss:0.0009368, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:37:21,113 - wikidata12k_1n - [INFO] - [E:222| 400]: Train Loss:0.00093607, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:38:23,895 - wikidata12k_1n - [INFO] - [E:222| 500]: Train Loss:0.00093608, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:39:26,717 - wikidata12k_1n - [INFO] - [E:222| 600]: Train Loss:0.00093682, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:40:29,518 - wikidata12k_1n - [INFO] - [E:222| 700]: Train Loss:0.00093707, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:41:32,554 - wikidata12k_1n - [INFO] - [E:222| 800]: Train Loss:0.00093726, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:42:35,479 - wikidata12k_1n - [INFO] - [E:222| 900]: Train Loss:0.00093771, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:43:38,409 - wikidata12k_1n - [INFO] - [E:222| 1000]: Train Loss:0.00093778, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:44:41,279 - wikidata12k_1n - [INFO] - [E:222| 1100]: Train Loss:0.00093787, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:45:44,149 - wikidata12k_1n - [INFO] - [E:222| 1200]: Train Loss:0.00093806, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:46:47,041 - wikidata12k_1n - [INFO] - [E:222| 1300]: Train Loss:0.00093797, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:47:49,931 - wikidata12k_1n - [INFO] - [E:222| 1400]: Train Loss:0.00093809, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:48:52,809 - wikidata12k_1n - [INFO] - [E:222| 1500]: Train Loss:0.00093831, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:49:55,789 - wikidata12k_1n - [INFO] - [E:222| 1600]: Train Loss:0.00093828, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:50:36,916 - wikidata12k_1n - [INFO] - [Epoch:222]: Training Loss:0.0009382
2023-05-09 22:50:37,132 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 22:50:58,456 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 22:51:10,819 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 22:51:32,319 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 22:51:44,552 - wikidata12k_1n - [INFO] - [Evaluating Epoch 222 valid]:
MRR: Tail : 0.4928, Head : 0.36814, Avg : 0.43047
2023-05-09 22:51:44,552 - wikidata12k_1n - [INFO] - [Epoch 222]: Training Loss: 0.00093817, Valid MRR: 0.43908,
2023-05-09 22:51:45,197 - wikidata12k_1n - [INFO] - [E:223| 0]: Train Loss:0.00091869, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:52:48,109 - wikidata12k_1n - [INFO] - [E:223| 100]: Train Loss:0.0009353, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:53:51,058 - wikidata12k_1n - [INFO] - [E:223| 200]: Train Loss:0.00093684, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:54:53,989 - wikidata12k_1n - [INFO] - [E:223| 300]: Train Loss:0.00093647, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:55:56,917 - wikidata12k_1n - [INFO] - [E:223| 400]: Train Loss:0.0009374, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:56:59,885 - wikidata12k_1n - [INFO] - [E:223| 500]: Train Loss:0.00093671, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:58:02,815 - wikidata12k_1n - [INFO] - [E:223| 600]: Train Loss:0.00093771, Val MRR:0.43908, wikidata12k_1n
2023-05-09 22:59:05,708 - wikidata12k_1n - [INFO] - [E:223| 700]: Train Loss:0.00093769, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:00:08,581 - wikidata12k_1n - [INFO] - [E:223| 800]: Train Loss:0.00093732, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:01:11,482 - wikidata12k_1n - [INFO] - [E:223| 900]: Train Loss:0.0009373, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:02:14,390 - wikidata12k_1n - [INFO] - [E:223| 1000]: Train Loss:0.00093708, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:03:17,285 - wikidata12k_1n - [INFO] - [E:223| 1100]: Train Loss:0.0009371, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:04:20,225 - wikidata12k_1n - [INFO] - [E:223| 1200]: Train Loss:0.00093744, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:05:23,161 - wikidata12k_1n - [INFO] - [E:223| 1300]: Train Loss:0.00093724, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:06:26,105 - wikidata12k_1n - [INFO] - [E:223| 1400]: Train Loss:0.00093762, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:07:29,124 - wikidata12k_1n - [INFO] - [E:223| 1500]: Train Loss:0.00093766, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:08:31,988 - wikidata12k_1n - [INFO] - [E:223| 1600]: Train Loss:0.00093777, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:09:13,084 - wikidata12k_1n - [INFO] - [Epoch:223]: Training Loss:0.0009377
2023-05-09 23:09:13,300 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 23:09:34,602 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 23:09:46,935 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 23:10:08,424 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 23:10:20,663 - wikidata12k_1n - [INFO] - [Evaluating Epoch 223 valid]:
MRR: Tail : 0.50265, Head : 0.35293, Avg : 0.42779
2023-05-09 23:10:20,663 - wikidata12k_1n - [INFO] - [Epoch 223]: Training Loss: 0.00093774, Valid MRR: 0.43908,
2023-05-09 23:10:21,305 - wikidata12k_1n - [INFO] - [E:224| 0]: Train Loss:0.00092462, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:11:24,189 - wikidata12k_1n - [INFO] - [E:224| 100]: Train Loss:0.00094058, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:12:27,054 - wikidata12k_1n - [INFO] - [E:224| 200]: Train Loss:0.00094038, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:13:29,805 - wikidata12k_1n - [INFO] - [E:224| 300]: Train Loss:0.00093969, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:14:32,592 - wikidata12k_1n - [INFO] - [E:224| 400]: Train Loss:0.00093906, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:15:35,382 - wikidata12k_1n - [INFO] - [E:224| 500]: Train Loss:0.00093823, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:16:38,378 - wikidata12k_1n - [INFO] - [E:224| 600]: Train Loss:0.00093851, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:17:41,293 - wikidata12k_1n - [INFO] - [E:224| 700]: Train Loss:0.00093843, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:18:44,235 - wikidata12k_1n - [INFO] - [E:224| 800]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:19:47,163 - wikidata12k_1n - [INFO] - [E:224| 900]: Train Loss:0.00093819, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:20:50,109 - wikidata12k_1n - [INFO] - [E:224| 1000]: Train Loss:0.00093818, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:21:53,028 - wikidata12k_1n - [INFO] - [E:224| 1100]: Train Loss:0.00093832, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:22:55,937 - wikidata12k_1n - [INFO] - [E:224| 1200]: Train Loss:0.00093786, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:23:58,837 - wikidata12k_1n - [INFO] - [E:224| 1300]: Train Loss:0.00093797, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:25:01,805 - wikidata12k_1n - [INFO] - [E:224| 1400]: Train Loss:0.00093788, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:26:04,588 - wikidata12k_1n - [INFO] - [E:224| 1500]: Train Loss:0.00093788, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:27:07,381 - wikidata12k_1n - [INFO] - [E:224| 1600]: Train Loss:0.00093774, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:27:48,485 - wikidata12k_1n - [INFO] - [Epoch:224]: Training Loss:0.0009376
2023-05-09 23:27:48,701 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 23:28:10,031 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 23:28:22,381 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 23:28:43,878 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 23:28:56,104 - wikidata12k_1n - [INFO] - [Evaluating Epoch 224 valid]:
MRR: Tail : 0.50189, Head : 0.37339, Avg : 0.43764
2023-05-09 23:28:56,105 - wikidata12k_1n - [INFO] - [Epoch 224]: Training Loss: 0.00093761, Valid MRR: 0.43908,
2023-05-09 23:28:56,753 - wikidata12k_1n - [INFO] - [E:225| 0]: Train Loss:0.00099026, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:29:59,675 - wikidata12k_1n - [INFO] - [E:225| 100]: Train Loss:0.0009369, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:31:02,521 - wikidata12k_1n - [INFO] - [E:225| 200]: Train Loss:0.00093583, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:32:05,375 - wikidata12k_1n - [INFO] - [E:225| 300]: Train Loss:0.00093595, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:33:08,302 - wikidata12k_1n - [INFO] - [E:225| 400]: Train Loss:0.00093658, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:34:11,271 - wikidata12k_1n - [INFO] - [E:225| 500]: Train Loss:0.00093666, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:35:14,169 - wikidata12k_1n - [INFO] - [E:225| 600]: Train Loss:0.00093687, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:36:17,129 - wikidata12k_1n - [INFO] - [E:225| 700]: Train Loss:0.00093684, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:37:20,053 - wikidata12k_1n - [INFO] - [E:225| 800]: Train Loss:0.00093679, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:38:23,011 - wikidata12k_1n - [INFO] - [E:225| 900]: Train Loss:0.00093673, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:39:25,945 - wikidata12k_1n - [INFO] - [E:225| 1000]: Train Loss:0.00093662, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:40:28,883 - wikidata12k_1n - [INFO] - [E:225| 1100]: Train Loss:0.00093663, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:41:31,834 - wikidata12k_1n - [INFO] - [E:225| 1200]: Train Loss:0.00093695, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:42:34,909 - wikidata12k_1n - [INFO] - [E:225| 1300]: Train Loss:0.00093702, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:43:37,804 - wikidata12k_1n - [INFO] - [E:225| 1400]: Train Loss:0.00093743, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:44:40,692 - wikidata12k_1n - [INFO] - [E:225| 1500]: Train Loss:0.00093748, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:45:43,556 - wikidata12k_1n - [INFO] - [E:225| 1600]: Train Loss:0.00093758, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:46:24,713 - wikidata12k_1n - [INFO] - [Epoch:225]: Training Loss:0.0009376
2023-05-09 23:46:26,237 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-09 23:46:47,534 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-09 23:46:59,862 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-09 23:47:21,336 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-09 23:47:33,541 - wikidata12k_1n - [INFO] - [Evaluating Epoch 225 valid]:
MRR: Tail : 0.50479, Head : 0.36903, Avg : 0.43691
2023-05-09 23:47:33,542 - wikidata12k_1n - [INFO] - [Epoch 225]: Training Loss: 0.00093756, Valid MRR: 0.43908,
2023-05-09 23:47:34,185 - wikidata12k_1n - [INFO] - [E:226| 0]: Train Loss:0.00093682, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:48:36,985 - wikidata12k_1n - [INFO] - [E:226| 100]: Train Loss:0.00093427, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:49:39,845 - wikidata12k_1n - [INFO] - [E:226| 200]: Train Loss:0.000934, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:50:42,856 - wikidata12k_1n - [INFO] - [E:226| 300]: Train Loss:0.00093461, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:51:45,788 - wikidata12k_1n - [INFO] - [E:226| 400]: Train Loss:0.00093505, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:52:48,745 - wikidata12k_1n - [INFO] - [E:226| 500]: Train Loss:0.00093547, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:53:51,683 - wikidata12k_1n - [INFO] - [E:226| 600]: Train Loss:0.0009354, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:54:54,606 - wikidata12k_1n - [INFO] - [E:226| 700]: Train Loss:0.00093573, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:55:57,571 - wikidata12k_1n - [INFO] - [E:226| 800]: Train Loss:0.0009357, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:57:00,520 - wikidata12k_1n - [INFO] - [E:226| 900]: Train Loss:0.00093634, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:58:03,419 - wikidata12k_1n - [INFO] - [E:226| 1000]: Train Loss:0.00093657, Val MRR:0.43908, wikidata12k_1n
2023-05-09 23:59:06,231 - wikidata12k_1n - [INFO] - [E:226| 1100]: Train Loss:0.00093686, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:00:09,137 - wikidata12k_1n - [INFO] - [E:226| 1200]: Train Loss:0.00093707, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:01:12,067 - wikidata12k_1n - [INFO] - [E:226| 1300]: Train Loss:0.00093736, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:02:15,002 - wikidata12k_1n - [INFO] - [E:226| 1400]: Train Loss:0.00093748, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:03:17,901 - wikidata12k_1n - [INFO] - [E:226| 1500]: Train Loss:0.00093766, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:04:20,799 - wikidata12k_1n - [INFO] - [E:226| 1600]: Train Loss:0.00093759, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:05:01,929 - wikidata12k_1n - [INFO] - [Epoch:226]: Training Loss:0.0009377
2023-05-10 00:05:02,145 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 00:05:23,458 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 00:05:35,804 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 00:05:57,304 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 00:06:09,536 - wikidata12k_1n - [INFO] - [Evaluating Epoch 226 valid]:
MRR: Tail : 0.50501, Head : 0.36019, Avg : 0.4326
2023-05-10 00:06:09,536 - wikidata12k_1n - [INFO] - [Epoch 226]: Training Loss: 0.0009377, Valid MRR: 0.43908,
2023-05-10 00:06:10,181 - wikidata12k_1n - [INFO] - [E:227| 0]: Train Loss:0.00093363, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:07:13,118 - wikidata12k_1n - [INFO] - [E:227| 100]: Train Loss:0.00093999, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:08:16,086 - wikidata12k_1n - [INFO] - [E:227| 200]: Train Loss:0.00093812, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:09:18,986 - wikidata12k_1n - [INFO] - [E:227| 300]: Train Loss:0.00093723, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:10:21,862 - wikidata12k_1n - [INFO] - [E:227| 400]: Train Loss:0.00093742, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:11:24,764 - wikidata12k_1n - [INFO] - [E:227| 500]: Train Loss:0.00093708, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:12:27,665 - wikidata12k_1n - [INFO] - [E:227| 600]: Train Loss:0.00093721, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:13:30,532 - wikidata12k_1n - [INFO] - [E:227| 700]: Train Loss:0.00093698, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:14:33,453 - wikidata12k_1n - [INFO] - [E:227| 800]: Train Loss:0.00093709, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:15:36,354 - wikidata12k_1n - [INFO] - [E:227| 900]: Train Loss:0.00093726, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:16:39,341 - wikidata12k_1n - [INFO] - [E:227| 1000]: Train Loss:0.00093698, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:17:42,248 - wikidata12k_1n - [INFO] - [E:227| 1100]: Train Loss:0.00093726, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:18:45,145 - wikidata12k_1n - [INFO] - [E:227| 1200]: Train Loss:0.00093734, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:19:48,007 - wikidata12k_1n - [INFO] - [E:227| 1300]: Train Loss:0.00093727, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:20:50,876 - wikidata12k_1n - [INFO] - [E:227| 1400]: Train Loss:0.00093713, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:21:53,756 - wikidata12k_1n - [INFO] - [E:227| 1500]: Train Loss:0.00093725, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:22:56,615 - wikidata12k_1n - [INFO] - [E:227| 1600]: Train Loss:0.00093719, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:23:37,692 - wikidata12k_1n - [INFO] - [Epoch:227]: Training Loss:0.0009373
2023-05-10 00:23:37,907 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 00:23:59,221 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 00:24:11,560 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 00:24:33,034 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 00:24:45,248 - wikidata12k_1n - [INFO] - [Evaluating Epoch 227 valid]:
MRR: Tail : 0.49437, Head : 0.36675, Avg : 0.43056
2023-05-10 00:24:45,248 - wikidata12k_1n - [INFO] - [Epoch 227]: Training Loss: 0.00093734, Valid MRR: 0.43908,
2023-05-10 00:24:45,890 - wikidata12k_1n - [INFO] - [E:228| 0]: Train Loss:0.0009352, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:25:48,929 - wikidata12k_1n - [INFO] - [E:228| 100]: Train Loss:0.00093829, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:26:51,836 - wikidata12k_1n - [INFO] - [E:228| 200]: Train Loss:0.00093608, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:27:54,637 - wikidata12k_1n - [INFO] - [E:228| 300]: Train Loss:0.00093702, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:28:57,488 - wikidata12k_1n - [INFO] - [E:228| 400]: Train Loss:0.00093715, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:30:00,280 - wikidata12k_1n - [INFO] - [E:228| 500]: Train Loss:0.00093674, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:31:03,110 - wikidata12k_1n - [INFO] - [E:228| 600]: Train Loss:0.00093674, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:32:06,057 - wikidata12k_1n - [INFO] - [E:228| 700]: Train Loss:0.00093654, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:33:08,992 - wikidata12k_1n - [INFO] - [E:228| 800]: Train Loss:0.00093643, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:34:11,973 - wikidata12k_1n - [INFO] - [E:228| 900]: Train Loss:0.00093624, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:35:14,790 - wikidata12k_1n - [INFO] - [E:228| 1000]: Train Loss:0.0009364, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:36:17,670 - wikidata12k_1n - [INFO] - [E:228| 1100]: Train Loss:0.00093659, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:37:20,606 - wikidata12k_1n - [INFO] - [E:228| 1200]: Train Loss:0.00093678, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:38:23,571 - wikidata12k_1n - [INFO] - [E:228| 1300]: Train Loss:0.00093682, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:39:26,516 - wikidata12k_1n - [INFO] - [E:228| 1400]: Train Loss:0.00093689, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:40:29,429 - wikidata12k_1n - [INFO] - [E:228| 1500]: Train Loss:0.00093689, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:41:32,205 - wikidata12k_1n - [INFO] - [E:228| 1600]: Train Loss:0.00093699, Val MRR:0.43908, wikidata12k_1n
2023-05-10 00:42:13,235 - wikidata12k_1n - [INFO] - [Epoch:228]: Training Loss:0.0009371
2023-05-10 00:42:13,452 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 00:42:34,792 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 00:42:47,178 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 00:43:08,677 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 00:43:20,905 - wikidata12k_1n - [INFO] - [Evaluating Epoch 228 valid]:
MRR: Tail : 0.50509, Head : 0.37563, Avg : 0.44036
2023-05-10 00:43:21,872 - wikidata12k_1n - [INFO] - [Epoch 228]: Training Loss: 0.00093706, Valid MRR: 0.44036,
2023-05-10 00:43:22,519 - wikidata12k_1n - [INFO] - [E:229| 0]: Train Loss:0.00092702, Val MRR:0.44036, wikidata12k_1n
2023-05-10 00:44:25,389 - wikidata12k_1n - [INFO] - [E:229| 100]: Train Loss:0.00093802, Val MRR:0.44036, wikidata12k_1n
2023-05-10 00:45:28,220 - wikidata12k_1n - [INFO] - [E:229| 200]: Train Loss:0.00093875, Val MRR:0.44036, wikidata12k_1n
2023-05-10 00:46:31,073 - wikidata12k_1n - [INFO] - [E:229| 300]: Train Loss:0.00093739, Val MRR:0.44036, wikidata12k_1n
2023-05-10 00:47:29,140 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False}
2023-05-10 00:47:33,938 - wikidata12k_1n - [INFO] - [E:229| 400]: Train Loss:0.00093763, Val MRR:0.44036, wikidata12k_1n
2023-05-10 00:47:40,686 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 00:48:19,328 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 00:48:36,842 - wikidata12k_1n - [INFO] - [E:229| 500]: Train Loss:0.00093732, Val MRR:0.44036, wikidata12k_1n
2023-05-10 00:48:38,822 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n
2023-05-10 00:49:17,199 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n
2023-05-10 00:49:36,636 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.47417, Head : 0.32787, Avg : 0.40102
MR: Tail : 925.36, Head : 1024.5, Avg : 974.94
Hit-1: Tail : 0.38685, Head : 0.23948, Avg : 0.31316
Hit-3: Tail : 0.53194, Head : 0.36288, Avg : 0.44741
Hit-10: Tail : 0.63266, Head : 0.51212, Avg : 0.57239
2023-05-10 00:49:39,776 - wikidata12k_1n - [INFO] - [E:229| 600]: Train Loss:0.0009376, Val MRR:0.44036, wikidata12k_1n
2023-05-10 00:50:42,725 - wikidata12k_1n - [INFO] - [E:229| 700]: Train Loss:0.00093718, Val MRR:0.44036, wikidata12k_1n
2023-05-10 00:51:45,723 - wikidata12k_1n - [INFO] - [E:229| 800]: Train Loss:0.0009375, Val MRR:0.44036, wikidata12k_1n
2023-05-10 00:52:48,625 - wikidata12k_1n - [INFO] - [E:229| 900]: Train Loss:0.0009373, Val MRR:0.44036, wikidata12k_1n
2023-05-10 00:53:51,571 - wikidata12k_1n - [INFO] - [E:229| 1000]: Train Loss:0.00093739, Val MRR:0.44036, wikidata12k_1n
2023-05-10 00:54:54,517 - wikidata12k_1n - [INFO] - [E:229| 1100]: Train Loss:0.0009376, Val MRR:0.44036, wikidata12k_1n
2023-05-10 00:55:57,424 - wikidata12k_1n - [INFO] - [E:229| 1200]: Train Loss:0.00093745, Val MRR:0.44036, wikidata12k_1n
2023-05-10 00:57:00,379 - wikidata12k_1n - [INFO] - [E:229| 1300]: Train Loss:0.00093727, Val MRR:0.44036, wikidata12k_1n
2023-05-10 00:58:03,262 - wikidata12k_1n - [INFO] - [E:229| 1400]: Train Loss:0.00093709, Val MRR:0.44036, wikidata12k_1n
2023-05-10 00:59:06,180 - wikidata12k_1n - [INFO] - [E:229| 1500]: Train Loss:0.00093697, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:00:09,205 - wikidata12k_1n - [INFO] - [E:229| 1600]: Train Loss:0.00093698, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:00:50,222 - wikidata12k_1n - [INFO] - [Epoch:229]: Training Loss:0.0009371
2023-05-10 01:00:50,438 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 01:01:11,769 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 01:01:24,113 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 01:01:45,610 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 01:01:57,842 - wikidata12k_1n - [INFO] - [Evaluating Epoch 229 valid]:
MRR: Tail : 0.48799, Head : 0.37373, Avg : 0.43086
MR: Tail : 793.71, Head : 882.02, Avg : 837.86
Hit-1: Tail : 0.40192, Head : 0.28499, Avg : 0.34345
Hit-3: Tail : 0.5338, Head : 0.42345, Avg : 0.47862
Hit-10: Tail : 0.65009, Head : 0.55023, Avg : 0.60016
2023-05-10 01:01:57,842 - wikidata12k_1n - [INFO] - [Epoch 229]: Training Loss: 0.00093707, Valid MRR: 0.44036,
2023-05-10 01:01:58,486 - wikidata12k_1n - [INFO] - [E:230| 0]: Train Loss:0.00094795, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:03:01,396 - wikidata12k_1n - [INFO] - [E:230| 100]: Train Loss:0.00093322, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:04:04,248 - wikidata12k_1n - [INFO] - [E:230| 200]: Train Loss:0.00093457, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:05:07,052 - wikidata12k_1n - [INFO] - [E:230| 300]: Train Loss:0.00093645, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:06:09,846 - wikidata12k_1n - [INFO] - [E:230| 400]: Train Loss:0.00093541, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:07:12,630 - wikidata12k_1n - [INFO] - [E:230| 500]: Train Loss:0.00093584, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:08:15,454 - wikidata12k_1n - [INFO] - [E:230| 600]: Train Loss:0.00093617, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:09:18,324 - wikidata12k_1n - [INFO] - [E:230| 700]: Train Loss:0.00093651, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:10:21,121 - wikidata12k_1n - [INFO] - [E:230| 800]: Train Loss:0.00093719, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:11:23,912 - wikidata12k_1n - [INFO] - [E:230| 900]: Train Loss:0.00093722, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:12:26,753 - wikidata12k_1n - [INFO] - [E:230| 1000]: Train Loss:0.00093707, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:13:29,679 - wikidata12k_1n - [INFO] - [E:230| 1100]: Train Loss:0.0009371, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:14:32,644 - wikidata12k_1n - [INFO] - [E:230| 1200]: Train Loss:0.00093714, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:15:35,611 - wikidata12k_1n - [INFO] - [E:230| 1300]: Train Loss:0.00093694, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:16:38,545 - wikidata12k_1n - [INFO] - [E:230| 1400]: Train Loss:0.00093674, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:17:41,515 - wikidata12k_1n - [INFO] - [E:230| 1500]: Train Loss:0.00093713, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:18:44,466 - wikidata12k_1n - [INFO] - [E:230| 1600]: Train Loss:0.00093694, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:19:25,708 - wikidata12k_1n - [INFO] - [Epoch:230]: Training Loss:0.000937
2023-05-10 01:19:25,924 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 01:19:47,241 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 01:19:59,597 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 01:20:21,079 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 01:20:33,313 - wikidata12k_1n - [INFO] - [Evaluating Epoch 230 valid]:
MRR: Tail : 0.49609, Head : 0.36347, Avg : 0.42978
2023-05-10 01:20:33,313 - wikidata12k_1n - [INFO] - [Epoch 230]: Training Loss: 0.000937, Valid MRR: 0.44036,
2023-05-10 01:20:33,955 - wikidata12k_1n - [INFO] - [E:231| 0]: Train Loss:0.00094256, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:21:36,810 - wikidata12k_1n - [INFO] - [E:231| 100]: Train Loss:0.00094024, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:22:39,765 - wikidata12k_1n - [INFO] - [E:231| 200]: Train Loss:0.0009384, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:23:42,668 - wikidata12k_1n - [INFO] - [E:231| 300]: Train Loss:0.00093789, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:24:45,589 - wikidata12k_1n - [INFO] - [E:231| 400]: Train Loss:0.00093789, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:25:48,481 - wikidata12k_1n - [INFO] - [E:231| 500]: Train Loss:0.00093721, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:26:51,500 - wikidata12k_1n - [INFO] - [E:231| 600]: Train Loss:0.00093667, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:27:54,433 - wikidata12k_1n - [INFO] - [E:231| 700]: Train Loss:0.0009371, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:28:57,388 - wikidata12k_1n - [INFO] - [E:231| 800]: Train Loss:0.00093672, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:30:00,299 - wikidata12k_1n - [INFO] - [E:231| 900]: Train Loss:0.00093666, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:31:03,209 - wikidata12k_1n - [INFO] - [E:231| 1000]: Train Loss:0.00093695, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:32:06,091 - wikidata12k_1n - [INFO] - [E:231| 1100]: Train Loss:0.00093715, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:33:09,031 - wikidata12k_1n - [INFO] - [E:231| 1200]: Train Loss:0.00093735, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:34:11,954 - wikidata12k_1n - [INFO] - [E:231| 1300]: Train Loss:0.00093734, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:35:14,931 - wikidata12k_1n - [INFO] - [E:231| 1400]: Train Loss:0.00093736, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:36:17,849 - wikidata12k_1n - [INFO] - [E:231| 1500]: Train Loss:0.0009374, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:37:20,796 - wikidata12k_1n - [INFO] - [E:231| 1600]: Train Loss:0.00093749, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:38:01,964 - wikidata12k_1n - [INFO] - [Epoch:231]: Training Loss:0.0009373
2023-05-10 01:38:02,179 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 01:38:23,534 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 01:38:35,896 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 01:38:57,421 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 01:39:09,663 - wikidata12k_1n - [INFO] - [Evaluating Epoch 231 valid]:
MRR: Tail : 0.5008, Head : 0.36798, Avg : 0.43439
2023-05-10 01:39:09,663 - wikidata12k_1n - [INFO] - [Epoch 231]: Training Loss: 0.00093725, Valid MRR: 0.44036,
2023-05-10 01:39:10,306 - wikidata12k_1n - [INFO] - [E:232| 0]: Train Loss:0.00094893, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:40:13,480 - wikidata12k_1n - [INFO] - [E:232| 100]: Train Loss:0.00093397, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:41:16,461 - wikidata12k_1n - [INFO] - [E:232| 200]: Train Loss:0.00093374, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:42:19,364 - wikidata12k_1n - [INFO] - [E:232| 300]: Train Loss:0.00093516, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:43:22,372 - wikidata12k_1n - [INFO] - [E:232| 400]: Train Loss:0.0009351, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:44:25,192 - wikidata12k_1n - [INFO] - [E:232| 500]: Train Loss:0.00093538, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:45:28,054 - wikidata12k_1n - [INFO] - [E:232| 600]: Train Loss:0.00093596, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:46:30,939 - wikidata12k_1n - [INFO] - [E:232| 700]: Train Loss:0.00093718, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:47:33,828 - wikidata12k_1n - [INFO] - [E:232| 800]: Train Loss:0.00093726, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:48:36,639 - wikidata12k_1n - [INFO] - [E:232| 900]: Train Loss:0.00093714, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:49:39,454 - wikidata12k_1n - [INFO] - [E:232| 1000]: Train Loss:0.00093706, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:50:42,231 - wikidata12k_1n - [INFO] - [E:232| 1100]: Train Loss:0.00093667, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:51:45,074 - wikidata12k_1n - [INFO] - [E:232| 1200]: Train Loss:0.00093644, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:52:47,973 - wikidata12k_1n - [INFO] - [E:232| 1300]: Train Loss:0.00093676, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:53:50,791 - wikidata12k_1n - [INFO] - [E:232| 1400]: Train Loss:0.00093707, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:54:53,607 - wikidata12k_1n - [INFO] - [E:232| 1500]: Train Loss:0.00093717, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:55:56,414 - wikidata12k_1n - [INFO] - [E:232| 1600]: Train Loss:0.000937, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:56:37,448 - wikidata12k_1n - [INFO] - [Epoch:232]: Training Loss:0.0009373
2023-05-10 01:56:37,665 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 01:56:58,981 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 01:57:11,318 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 01:57:32,799 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 01:57:45,017 - wikidata12k_1n - [INFO] - [Evaluating Epoch 232 valid]:
MRR: Tail : 0.50286, Head : 0.36352, Avg : 0.43319
2023-05-10 01:57:45,017 - wikidata12k_1n - [INFO] - [Epoch 232]: Training Loss: 0.0009373, Valid MRR: 0.44036,
2023-05-10 01:57:45,660 - wikidata12k_1n - [INFO] - [E:233| 0]: Train Loss:0.00092879, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:58:48,539 - wikidata12k_1n - [INFO] - [E:233| 100]: Train Loss:0.00093799, Val MRR:0.44036, wikidata12k_1n
2023-05-10 01:59:51,467 - wikidata12k_1n - [INFO] - [E:233| 200]: Train Loss:0.00093654, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:00:54,326 - wikidata12k_1n - [INFO] - [E:233| 300]: Train Loss:0.00093701, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:01:57,270 - wikidata12k_1n - [INFO] - [E:233| 400]: Train Loss:0.00093677, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:03:00,193 - wikidata12k_1n - [INFO] - [E:233| 500]: Train Loss:0.00093709, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:04:03,143 - wikidata12k_1n - [INFO] - [E:233| 600]: Train Loss:0.00093743, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:05:06,091 - wikidata12k_1n - [INFO] - [E:233| 700]: Train Loss:0.00093808, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:06:09,041 - wikidata12k_1n - [INFO] - [E:233| 800]: Train Loss:0.00093799, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:07:11,993 - wikidata12k_1n - [INFO] - [E:233| 900]: Train Loss:0.00093845, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:08:14,929 - wikidata12k_1n - [INFO] - [E:233| 1000]: Train Loss:0.00093819, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:09:17,920 - wikidata12k_1n - [INFO] - [E:233| 1100]: Train Loss:0.00093789, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:10:20,803 - wikidata12k_1n - [INFO] - [E:233| 1200]: Train Loss:0.00093803, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:11:23,675 - wikidata12k_1n - [INFO] - [E:233| 1300]: Train Loss:0.00093783, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:12:26,470 - wikidata12k_1n - [INFO] - [E:233| 1400]: Train Loss:0.00093761, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:13:29,253 - wikidata12k_1n - [INFO] - [E:233| 1500]: Train Loss:0.00093765, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:14:32,141 - wikidata12k_1n - [INFO] - [E:233| 1600]: Train Loss:0.00093774, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:15:13,246 - wikidata12k_1n - [INFO] - [Epoch:233]: Training Loss:0.0009378
2023-05-10 02:15:13,462 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 02:15:34,791 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 02:15:47,146 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 02:16:08,664 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 02:16:20,897 - wikidata12k_1n - [INFO] - [Evaluating Epoch 233 valid]:
MRR: Tail : 0.49482, Head : 0.32871, Avg : 0.41176
2023-05-10 02:16:20,897 - wikidata12k_1n - [INFO] - [Epoch 233]: Training Loss: 0.00093784, Valid MRR: 0.44036,
2023-05-10 02:16:21,541 - wikidata12k_1n - [INFO] - [E:234| 0]: Train Loss:0.00093068, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:17:24,496 - wikidata12k_1n - [INFO] - [E:234| 100]: Train Loss:0.00093895, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:18:27,439 - wikidata12k_1n - [INFO] - [E:234| 200]: Train Loss:0.00093635, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:19:30,350 - wikidata12k_1n - [INFO] - [E:234| 300]: Train Loss:0.00093717, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:20:33,264 - wikidata12k_1n - [INFO] - [E:234| 400]: Train Loss:0.00093691, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:21:36,215 - wikidata12k_1n - [INFO] - [E:234| 500]: Train Loss:0.0009367, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:22:39,178 - wikidata12k_1n - [INFO] - [E:234| 600]: Train Loss:0.00093627, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:23:42,134 - wikidata12k_1n - [INFO] - [E:234| 700]: Train Loss:0.00093584, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:24:45,080 - wikidata12k_1n - [INFO] - [E:234| 800]: Train Loss:0.00093572, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:25:48,035 - wikidata12k_1n - [INFO] - [E:234| 900]: Train Loss:0.00093568, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:26:51,003 - wikidata12k_1n - [INFO] - [E:234| 1000]: Train Loss:0.00093593, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:27:53,945 - wikidata12k_1n - [INFO] - [E:234| 1100]: Train Loss:0.00093578, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:28:56,771 - wikidata12k_1n - [INFO] - [E:234| 1200]: Train Loss:0.00093601, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:29:59,583 - wikidata12k_1n - [INFO] - [E:234| 1300]: Train Loss:0.00093612, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:31:02,400 - wikidata12k_1n - [INFO] - [E:234| 1400]: Train Loss:0.00093616, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:32:05,214 - wikidata12k_1n - [INFO] - [E:234| 1500]: Train Loss:0.00093635, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:33:08,046 - wikidata12k_1n - [INFO] - [E:234| 1600]: Train Loss:0.00093646, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:33:49,091 - wikidata12k_1n - [INFO] - [Epoch:234]: Training Loss:0.0009364
2023-05-10 02:33:49,307 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 02:34:10,610 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 02:34:22,947 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 02:34:44,426 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 02:34:56,645 - wikidata12k_1n - [INFO] - [Evaluating Epoch 234 valid]:
MRR: Tail : 0.49562, Head : 0.36654, Avg : 0.43108
2023-05-10 02:34:56,646 - wikidata12k_1n - [INFO] - [Epoch 234]: Training Loss: 0.00093641, Valid MRR: 0.44036,
2023-05-10 02:34:57,290 - wikidata12k_1n - [INFO] - [E:235| 0]: Train Loss:0.00091585, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:36:00,262 - wikidata12k_1n - [INFO] - [E:235| 100]: Train Loss:0.00093466, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:37:03,053 - wikidata12k_1n - [INFO] - [E:235| 200]: Train Loss:0.00093581, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:38:05,837 - wikidata12k_1n - [INFO] - [E:235| 300]: Train Loss:0.00093458, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:39:08,649 - wikidata12k_1n - [INFO] - [E:235| 400]: Train Loss:0.00093436, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:40:11,432 - wikidata12k_1n - [INFO] - [E:235| 500]: Train Loss:0.00093461, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:41:14,214 - wikidata12k_1n - [INFO] - [E:235| 600]: Train Loss:0.00093527, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:42:16,983 - wikidata12k_1n - [INFO] - [E:235| 700]: Train Loss:0.00093561, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:43:19,764 - wikidata12k_1n - [INFO] - [E:235| 800]: Train Loss:0.00093605, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:44:22,653 - wikidata12k_1n - [INFO] - [E:235| 900]: Train Loss:0.00093595, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:45:25,532 - wikidata12k_1n - [INFO] - [E:235| 1000]: Train Loss:0.00093642, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:46:28,412 - wikidata12k_1n - [INFO] - [E:235| 1100]: Train Loss:0.0009361, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:47:31,284 - wikidata12k_1n - [INFO] - [E:235| 1200]: Train Loss:0.00093617, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:48:34,168 - wikidata12k_1n - [INFO] - [E:235| 1300]: Train Loss:0.00093611, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:49:37,064 - wikidata12k_1n - [INFO] - [E:235| 1400]: Train Loss:0.00093602, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:50:39,955 - wikidata12k_1n - [INFO] - [E:235| 1500]: Train Loss:0.00093615, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:51:42,808 - wikidata12k_1n - [INFO] - [E:235| 1600]: Train Loss:0.0009361, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:52:23,897 - wikidata12k_1n - [INFO] - [Epoch:235]: Training Loss:0.0009361
2023-05-10 02:52:24,114 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 02:52:45,429 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 02:52:57,817 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 02:53:19,354 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 02:53:31,590 - wikidata12k_1n - [INFO] - [Evaluating Epoch 235 valid]:
MRR: Tail : 0.50312, Head : 0.36464, Avg : 0.43388
2023-05-10 02:53:31,590 - wikidata12k_1n - [INFO] - [Epoch 235]: Training Loss: 0.00093611, Valid MRR: 0.44036,
2023-05-10 02:53:32,235 - wikidata12k_1n - [INFO] - [E:236| 0]: Train Loss:0.00094671, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:54:35,144 - wikidata12k_1n - [INFO] - [E:236| 100]: Train Loss:0.00093395, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:55:38,097 - wikidata12k_1n - [INFO] - [E:236| 200]: Train Loss:0.00093452, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:56:41,028 - wikidata12k_1n - [INFO] - [E:236| 300]: Train Loss:0.00093397, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:57:43,930 - wikidata12k_1n - [INFO] - [E:236| 400]: Train Loss:0.00093474, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:58:46,886 - wikidata12k_1n - [INFO] - [E:236| 500]: Train Loss:0.00093497, Val MRR:0.44036, wikidata12k_1n
2023-05-10 02:59:49,827 - wikidata12k_1n - [INFO] - [E:236| 600]: Train Loss:0.00093503, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:00:52,751 - wikidata12k_1n - [INFO] - [E:236| 700]: Train Loss:0.00093555, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:01:55,684 - wikidata12k_1n - [INFO] - [E:236| 800]: Train Loss:0.00093613, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:02:58,571 - wikidata12k_1n - [INFO] - [E:236| 900]: Train Loss:0.00093597, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:04:01,467 - wikidata12k_1n - [INFO] - [E:236| 1000]: Train Loss:0.00093587, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:05:04,365 - wikidata12k_1n - [INFO] - [E:236| 1100]: Train Loss:0.00093585, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:06:07,254 - wikidata12k_1n - [INFO] - [E:236| 1200]: Train Loss:0.00093583, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:07:10,140 - wikidata12k_1n - [INFO] - [E:236| 1300]: Train Loss:0.00093582, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:08:13,058 - wikidata12k_1n - [INFO] - [E:236| 1400]: Train Loss:0.00093588, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:09:15,975 - wikidata12k_1n - [INFO] - [E:236| 1500]: Train Loss:0.00093583, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:10:18,926 - wikidata12k_1n - [INFO] - [E:236| 1600]: Train Loss:0.00093587, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:11:00,028 - wikidata12k_1n - [INFO] - [Epoch:236]: Training Loss:0.0009361
2023-05-10 03:11:00,244 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 03:11:21,572 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 03:11:33,918 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 03:11:55,440 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 03:12:07,670 - wikidata12k_1n - [INFO] - [Evaluating Epoch 236 valid]:
MRR: Tail : 0.49757, Head : 0.35649, Avg : 0.42703
2023-05-10 03:12:07,670 - wikidata12k_1n - [INFO] - [Epoch 236]: Training Loss: 0.00093605, Valid MRR: 0.44036,
2023-05-10 03:12:08,320 - wikidata12k_1n - [INFO] - [E:237| 0]: Train Loss:0.0009152, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:13:11,240 - wikidata12k_1n - [INFO] - [E:237| 100]: Train Loss:0.00093484, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:14:14,120 - wikidata12k_1n - [INFO] - [E:237| 200]: Train Loss:0.00093503, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:15:17,000 - wikidata12k_1n - [INFO] - [E:237| 300]: Train Loss:0.00093531, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:16:19,881 - wikidata12k_1n - [INFO] - [E:237| 400]: Train Loss:0.0009357, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:17:22,725 - wikidata12k_1n - [INFO] - [E:237| 500]: Train Loss:0.00093574, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:18:25,581 - wikidata12k_1n - [INFO] - [E:237| 600]: Train Loss:0.0009357, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:19:28,527 - wikidata12k_1n - [INFO] - [E:237| 700]: Train Loss:0.00093545, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:20:31,574 - wikidata12k_1n - [INFO] - [E:237| 800]: Train Loss:0.00093606, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:21:34,535 - wikidata12k_1n - [INFO] - [E:237| 900]: Train Loss:0.00093584, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:22:37,429 - wikidata12k_1n - [INFO] - [E:237| 1000]: Train Loss:0.00093602, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:23:40,470 - wikidata12k_1n - [INFO] - [E:237| 1100]: Train Loss:0.00093579, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:24:43,286 - wikidata12k_1n - [INFO] - [E:237| 1200]: Train Loss:0.0009356, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:25:46,069 - wikidata12k_1n - [INFO] - [E:237| 1300]: Train Loss:0.0009358, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:26:48,878 - wikidata12k_1n - [INFO] - [E:237| 1400]: Train Loss:0.00093591, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:27:51,762 - wikidata12k_1n - [INFO] - [E:237| 1500]: Train Loss:0.00093605, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:28:54,832 - wikidata12k_1n - [INFO] - [E:237| 1600]: Train Loss:0.00093601, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:29:35,982 - wikidata12k_1n - [INFO] - [Epoch:237]: Training Loss:0.0009361
2023-05-10 03:29:36,198 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 03:29:57,529 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 03:30:09,873 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 03:30:31,383 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 03:30:43,618 - wikidata12k_1n - [INFO] - [Evaluating Epoch 237 valid]:
MRR: Tail : 0.49599, Head : 0.36372, Avg : 0.42985
2023-05-10 03:30:43,619 - wikidata12k_1n - [INFO] - [Epoch 237]: Training Loss: 0.00093606, Valid MRR: 0.44036,
2023-05-10 03:30:44,280 - wikidata12k_1n - [INFO] - [E:238| 0]: Train Loss:0.0009178, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:31:47,107 - wikidata12k_1n - [INFO] - [E:238| 100]: Train Loss:0.00093626, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:32:49,896 - wikidata12k_1n - [INFO] - [E:238| 200]: Train Loss:0.00093675, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:33:52,769 - wikidata12k_1n - [INFO] - [E:238| 300]: Train Loss:0.00093759, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:34:55,548 - wikidata12k_1n - [INFO] - [E:238| 400]: Train Loss:0.00093713, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:35:58,369 - wikidata12k_1n - [INFO] - [E:238| 500]: Train Loss:0.00093593, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:37:01,439 - wikidata12k_1n - [INFO] - [E:238| 600]: Train Loss:0.00093647, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:38:04,399 - wikidata12k_1n - [INFO] - [E:238| 700]: Train Loss:0.00093624, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:39:07,342 - wikidata12k_1n - [INFO] - [E:238| 800]: Train Loss:0.00093624, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:40:10,271 - wikidata12k_1n - [INFO] - [E:238| 900]: Train Loss:0.00093625, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:41:13,193 - wikidata12k_1n - [INFO] - [E:238| 1000]: Train Loss:0.00093619, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:42:16,155 - wikidata12k_1n - [INFO] - [E:238| 1100]: Train Loss:0.00093605, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:43:19,110 - wikidata12k_1n - [INFO] - [E:238| 1200]: Train Loss:0.0009357, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:44:22,027 - wikidata12k_1n - [INFO] - [E:238| 1300]: Train Loss:0.00093563, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:45:25,021 - wikidata12k_1n - [INFO] - [E:238| 1400]: Train Loss:0.000936, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:46:27,916 - wikidata12k_1n - [INFO] - [E:238| 1500]: Train Loss:0.00093619, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:47:30,808 - wikidata12k_1n - [INFO] - [E:238| 1600]: Train Loss:0.00093621, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:48:11,899 - wikidata12k_1n - [INFO] - [Epoch:238]: Training Loss:0.0009362
2023-05-10 03:48:12,115 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 03:48:33,425 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 03:48:45,770 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 03:49:07,249 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 03:49:19,472 - wikidata12k_1n - [INFO] - [Evaluating Epoch 238 valid]:
MRR: Tail : 0.49882, Head : 0.36516, Avg : 0.43199
2023-05-10 03:49:19,472 - wikidata12k_1n - [INFO] - [Epoch 238]: Training Loss: 0.00093619, Valid MRR: 0.44036,
2023-05-10 03:49:20,118 - wikidata12k_1n - [INFO] - [E:239| 0]: Train Loss:0.00092011, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:50:22,966 - wikidata12k_1n - [INFO] - [E:239| 100]: Train Loss:0.00093708, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:51:25,772 - wikidata12k_1n - [INFO] - [E:239| 200]: Train Loss:0.00093672, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:52:28,612 - wikidata12k_1n - [INFO] - [E:239| 300]: Train Loss:0.00093776, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:53:31,435 - wikidata12k_1n - [INFO] - [E:239| 400]: Train Loss:0.00093759, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:54:34,378 - wikidata12k_1n - [INFO] - [E:239| 500]: Train Loss:0.00093718, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:55:37,244 - wikidata12k_1n - [INFO] - [E:239| 600]: Train Loss:0.00093713, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:56:40,077 - wikidata12k_1n - [INFO] - [E:239| 700]: Train Loss:0.0009372, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:57:42,874 - wikidata12k_1n - [INFO] - [E:239| 800]: Train Loss:0.00093709, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:58:45,697 - wikidata12k_1n - [INFO] - [E:239| 900]: Train Loss:0.00093632, Val MRR:0.44036, wikidata12k_1n
2023-05-10 03:59:48,577 - wikidata12k_1n - [INFO] - [E:239| 1000]: Train Loss:0.0009365, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:00:51,510 - wikidata12k_1n - [INFO] - [E:239| 1100]: Train Loss:0.00093599, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:01:54,466 - wikidata12k_1n - [INFO] - [E:239| 1200]: Train Loss:0.00093624, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:02:57,368 - wikidata12k_1n - [INFO] - [E:239| 1300]: Train Loss:0.00093628, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:04:00,231 - wikidata12k_1n - [INFO] - [E:239| 1400]: Train Loss:0.0009363, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:05:03,100 - wikidata12k_1n - [INFO] - [E:239| 1500]: Train Loss:0.00093626, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:06:05,985 - wikidata12k_1n - [INFO] - [E:239| 1600]: Train Loss:0.0009361, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:06:47,117 - wikidata12k_1n - [INFO] - [Epoch:239]: Training Loss:0.0009362
2023-05-10 04:06:47,333 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 04:07:08,651 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 04:07:20,988 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 04:07:42,478 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 04:07:54,713 - wikidata12k_1n - [INFO] - [Evaluating Epoch 239 valid]:
MRR: Tail : 0.50269, Head : 0.36975, Avg : 0.43622
MR: Tail : 811.99, Head : 916.47, Avg : 864.23
Hit-1: Tail : 0.42107, Head : 0.27746, Avg : 0.34927
Hit-3: Tail : 0.54919, Head : 0.41464, Avg : 0.48191
Hit-10: Tail : 0.65662, Head : 0.55048, Avg : 0.60355
2023-05-10 04:07:54,714 - wikidata12k_1n - [INFO] - [Epoch 239]: Training Loss: 0.00093622, Valid MRR: 0.44036,
2023-05-10 04:07:55,356 - wikidata12k_1n - [INFO] - [E:240| 0]: Train Loss:0.00092399, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:08:58,270 - wikidata12k_1n - [INFO] - [E:240| 100]: Train Loss:0.00093375, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:10:01,203 - wikidata12k_1n - [INFO] - [E:240| 200]: Train Loss:0.00093284, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:11:04,194 - wikidata12k_1n - [INFO] - [E:240| 300]: Train Loss:0.00093363, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:12:07,106 - wikidata12k_1n - [INFO] - [E:240| 400]: Train Loss:0.00093398, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:13:09,919 - wikidata12k_1n - [INFO] - [E:240| 500]: Train Loss:0.0009348, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:14:12,728 - wikidata12k_1n - [INFO] - [E:240| 600]: Train Loss:0.00093436, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:15:15,926 - wikidata12k_1n - [INFO] - [E:240| 700]: Train Loss:0.00093406, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:16:18,729 - wikidata12k_1n - [INFO] - [E:240| 800]: Train Loss:0.00093434, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:17:21,532 - wikidata12k_1n - [INFO] - [E:240| 900]: Train Loss:0.00093421, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:18:24,404 - wikidata12k_1n - [INFO] - [E:240| 1000]: Train Loss:0.00093436, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:19:27,290 - wikidata12k_1n - [INFO] - [E:240| 1100]: Train Loss:0.00093442, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:20:30,199 - wikidata12k_1n - [INFO] - [E:240| 1200]: Train Loss:0.00093469, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:21:33,003 - wikidata12k_1n - [INFO] - [E:240| 1300]: Train Loss:0.00093515, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:22:35,797 - wikidata12k_1n - [INFO] - [E:240| 1400]: Train Loss:0.00093498, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:23:38,729 - wikidata12k_1n - [INFO] - [E:240| 1500]: Train Loss:0.00093527, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:24:41,676 - wikidata12k_1n - [INFO] - [E:240| 1600]: Train Loss:0.00093551, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:25:22,749 - wikidata12k_1n - [INFO] - [Epoch:240]: Training Loss:0.0009357
2023-05-10 04:25:22,965 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 04:25:44,331 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 04:25:56,696 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 04:26:18,232 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 04:26:30,503 - wikidata12k_1n - [INFO] - [Evaluating Epoch 240 valid]:
MRR: Tail : 0.50252, Head : 0.37194, Avg : 0.43723
2023-05-10 04:26:30,503 - wikidata12k_1n - [INFO] - [Epoch 240]: Training Loss: 0.00093569, Valid MRR: 0.44036,
2023-05-10 04:26:31,148 - wikidata12k_1n - [INFO] - [E:241| 0]: Train Loss:0.00094092, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:27:34,048 - wikidata12k_1n - [INFO] - [E:241| 100]: Train Loss:0.00093471, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:28:37,071 - wikidata12k_1n - [INFO] - [E:241| 200]: Train Loss:0.00093676, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:29:39,970 - wikidata12k_1n - [INFO] - [E:241| 300]: Train Loss:0.00093705, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:30:42,787 - wikidata12k_1n - [INFO] - [E:241| 400]: Train Loss:0.00093584, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:31:45,600 - wikidata12k_1n - [INFO] - [E:241| 500]: Train Loss:0.00093515, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:32:48,430 - wikidata12k_1n - [INFO] - [E:241| 600]: Train Loss:0.00093501, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:33:51,255 - wikidata12k_1n - [INFO] - [E:241| 700]: Train Loss:0.00093531, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:34:54,097 - wikidata12k_1n - [INFO] - [E:241| 800]: Train Loss:0.00093523, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:35:56,895 - wikidata12k_1n - [INFO] - [E:241| 900]: Train Loss:0.00093507, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:36:59,697 - wikidata12k_1n - [INFO] - [E:241| 1000]: Train Loss:0.00093505, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:38:02,674 - wikidata12k_1n - [INFO] - [E:241| 1100]: Train Loss:0.00093503, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:39:05,563 - wikidata12k_1n - [INFO] - [E:241| 1200]: Train Loss:0.00093513, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:40:08,491 - wikidata12k_1n - [INFO] - [E:241| 1300]: Train Loss:0.00093526, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:41:11,391 - wikidata12k_1n - [INFO] - [E:241| 1400]: Train Loss:0.00093537, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:42:14,289 - wikidata12k_1n - [INFO] - [E:241| 1500]: Train Loss:0.00093547, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:43:17,176 - wikidata12k_1n - [INFO] - [E:241| 1600]: Train Loss:0.00093538, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:43:58,274 - wikidata12k_1n - [INFO] - [Epoch:241]: Training Loss:0.0009355
2023-05-10 04:43:58,490 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 04:44:19,808 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 04:44:32,158 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 04:44:53,663 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 04:45:05,882 - wikidata12k_1n - [INFO] - [Evaluating Epoch 241 valid]:
MRR: Tail : 0.49685, Head : 0.32066, Avg : 0.40875
2023-05-10 04:45:05,882 - wikidata12k_1n - [INFO] - [Epoch 241]: Training Loss: 0.00093546, Valid MRR: 0.44036,
2023-05-10 04:45:06,525 - wikidata12k_1n - [INFO] - [E:242| 0]: Train Loss:0.00096952, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:46:09,441 - wikidata12k_1n - [INFO] - [E:242| 100]: Train Loss:0.00093592, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:47:12,273 - wikidata12k_1n - [INFO] - [E:242| 200]: Train Loss:0.00093485, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:48:15,266 - wikidata12k_1n - [INFO] - [E:242| 300]: Train Loss:0.00093536, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:49:18,237 - wikidata12k_1n - [INFO] - [E:242| 400]: Train Loss:0.00093656, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:50:21,119 - wikidata12k_1n - [INFO] - [E:242| 500]: Train Loss:0.00093662, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:51:24,001 - wikidata12k_1n - [INFO] - [E:242| 600]: Train Loss:0.00093672, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:52:26,874 - wikidata12k_1n - [INFO] - [E:242| 700]: Train Loss:0.00093661, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:53:30,010 - wikidata12k_1n - [INFO] - [E:242| 800]: Train Loss:0.00093622, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:54:32,965 - wikidata12k_1n - [INFO] - [E:242| 900]: Train Loss:0.00093653, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:55:35,910 - wikidata12k_1n - [INFO] - [E:242| 1000]: Train Loss:0.00093632, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:56:38,862 - wikidata12k_1n - [INFO] - [E:242| 1100]: Train Loss:0.00093615, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:57:41,642 - wikidata12k_1n - [INFO] - [E:242| 1200]: Train Loss:0.00093624, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:58:44,533 - wikidata12k_1n - [INFO] - [E:242| 1300]: Train Loss:0.00093635, Val MRR:0.44036, wikidata12k_1n
2023-05-10 04:59:47,372 - wikidata12k_1n - [INFO] - [E:242| 1400]: Train Loss:0.00093603, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:00:50,409 - wikidata12k_1n - [INFO] - [E:242| 1500]: Train Loss:0.00093593, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:01:53,372 - wikidata12k_1n - [INFO] - [E:242| 1600]: Train Loss:0.00093575, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:02:34,504 - wikidata12k_1n - [INFO] - [Epoch:242]: Training Loss:0.0009358
2023-05-10 05:02:34,721 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 05:02:56,047 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 05:03:08,432 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 05:03:29,941 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 05:03:42,167 - wikidata12k_1n - [INFO] - [Evaluating Epoch 242 valid]:
MRR: Tail : 0.50837, Head : 0.33666, Avg : 0.42251
2023-05-10 05:03:42,167 - wikidata12k_1n - [INFO] - [Epoch 242]: Training Loss: 0.00093584, Valid MRR: 0.44036,
2023-05-10 05:03:42,811 - wikidata12k_1n - [INFO] - [E:243| 0]: Train Loss:0.00095816, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:04:45,626 - wikidata12k_1n - [INFO] - [E:243| 100]: Train Loss:0.00093617, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:05:48,450 - wikidata12k_1n - [INFO] - [E:243| 200]: Train Loss:0.00093406, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:06:51,260 - wikidata12k_1n - [INFO] - [E:243| 300]: Train Loss:0.00093395, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:07:54,067 - wikidata12k_1n - [INFO] - [E:243| 400]: Train Loss:0.00093387, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:08:56,854 - wikidata12k_1n - [INFO] - [E:243| 500]: Train Loss:0.00093402, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:09:59,649 - wikidata12k_1n - [INFO] - [E:243| 600]: Train Loss:0.00093338, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:11:02,524 - wikidata12k_1n - [INFO] - [E:243| 700]: Train Loss:0.00093416, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:12:05,449 - wikidata12k_1n - [INFO] - [E:243| 800]: Train Loss:0.00093441, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:13:08,270 - wikidata12k_1n - [INFO] - [E:243| 900]: Train Loss:0.00093458, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:14:11,196 - wikidata12k_1n - [INFO] - [E:243| 1000]: Train Loss:0.00093462, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:15:14,145 - wikidata12k_1n - [INFO] - [E:243| 1100]: Train Loss:0.0009349, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:16:17,075 - wikidata12k_1n - [INFO] - [E:243| 1200]: Train Loss:0.0009349, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:17:19,931 - wikidata12k_1n - [INFO] - [E:243| 1300]: Train Loss:0.00093475, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:18:22,779 - wikidata12k_1n - [INFO] - [E:243| 1400]: Train Loss:0.00093519, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:19:25,626 - wikidata12k_1n - [INFO] - [E:243| 1500]: Train Loss:0.00093525, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:20:28,508 - wikidata12k_1n - [INFO] - [E:243| 1600]: Train Loss:0.0009354, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:21:09,567 - wikidata12k_1n - [INFO] - [Epoch:243]: Training Loss:0.0009356
2023-05-10 05:21:09,785 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 05:21:31,126 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 05:21:43,481 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 05:22:04,985 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 05:22:17,234 - wikidata12k_1n - [INFO] - [Evaluating Epoch 243 valid]:
MRR: Tail : 0.50685, Head : 0.30465, Avg : 0.40575
2023-05-10 05:22:17,234 - wikidata12k_1n - [INFO] - [Epoch 243]: Training Loss: 0.00093557, Valid MRR: 0.44036,
2023-05-10 05:22:17,879 - wikidata12k_1n - [INFO] - [E:244| 0]: Train Loss:0.00091445, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:23:20,814 - wikidata12k_1n - [INFO] - [E:244| 100]: Train Loss:0.00093569, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:24:23,761 - wikidata12k_1n - [INFO] - [E:244| 200]: Train Loss:0.00093509, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:25:26,715 - wikidata12k_1n - [INFO] - [E:244| 300]: Train Loss:0.00093405, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:26:29,655 - wikidata12k_1n - [INFO] - [E:244| 400]: Train Loss:0.00093499, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:27:32,601 - wikidata12k_1n - [INFO] - [E:244| 500]: Train Loss:0.00093485, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:28:35,526 - wikidata12k_1n - [INFO] - [E:244| 600]: Train Loss:0.00093457, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:29:38,529 - wikidata12k_1n - [INFO] - [E:244| 700]: Train Loss:0.0009348, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:30:41,349 - wikidata12k_1n - [INFO] - [E:244| 800]: Train Loss:0.00093468, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:31:44,160 - wikidata12k_1n - [INFO] - [E:244| 900]: Train Loss:0.00093484, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:32:46,982 - wikidata12k_1n - [INFO] - [E:244| 1000]: Train Loss:0.00093482, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:33:49,754 - wikidata12k_1n - [INFO] - [E:244| 1100]: Train Loss:0.00093473, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:34:52,534 - wikidata12k_1n - [INFO] - [E:244| 1200]: Train Loss:0.00093475, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:35:55,342 - wikidata12k_1n - [INFO] - [E:244| 1300]: Train Loss:0.00093507, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:36:58,142 - wikidata12k_1n - [INFO] - [E:244| 1400]: Train Loss:0.00093541, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:38:01,002 - wikidata12k_1n - [INFO] - [E:244| 1500]: Train Loss:0.00093551, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:39:03,888 - wikidata12k_1n - [INFO] - [E:244| 1600]: Train Loss:0.00093532, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:39:44,943 - wikidata12k_1n - [INFO] - [Epoch:244]: Training Loss:0.0009356
2023-05-10 05:39:45,158 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 05:40:06,466 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 05:40:18,795 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 05:40:40,290 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 05:40:52,510 - wikidata12k_1n - [INFO] - [Evaluating Epoch 244 valid]:
MRR: Tail : 0.50068, Head : 0.31761, Avg : 0.40915
2023-05-10 05:40:52,510 - wikidata12k_1n - [INFO] - [Epoch 244]: Training Loss: 0.00093562, Valid MRR: 0.44036,
2023-05-10 05:40:53,154 - wikidata12k_1n - [INFO] - [E:245| 0]: Train Loss:0.00095771, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:41:56,005 - wikidata12k_1n - [INFO] - [E:245| 100]: Train Loss:0.00094395, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:42:58,825 - wikidata12k_1n - [INFO] - [E:245| 200]: Train Loss:0.00093966, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:44:01,673 - wikidata12k_1n - [INFO] - [E:245| 300]: Train Loss:0.00093838, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:45:04,516 - wikidata12k_1n - [INFO] - [E:245| 400]: Train Loss:0.00093807, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:46:07,396 - wikidata12k_1n - [INFO] - [E:245| 500]: Train Loss:0.00093764, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:47:10,357 - wikidata12k_1n - [INFO] - [E:245| 600]: Train Loss:0.00093711, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:48:13,184 - wikidata12k_1n - [INFO] - [E:245| 700]: Train Loss:0.00093696, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:49:15,998 - wikidata12k_1n - [INFO] - [E:245| 800]: Train Loss:0.0009364, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:50:18,870 - wikidata12k_1n - [INFO] - [E:245| 900]: Train Loss:0.00093624, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:51:21,775 - wikidata12k_1n - [INFO] - [E:245| 1000]: Train Loss:0.00093614, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:52:24,689 - wikidata12k_1n - [INFO] - [E:245| 1100]: Train Loss:0.00093611, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:53:27,593 - wikidata12k_1n - [INFO] - [E:245| 1200]: Train Loss:0.00093589, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:54:30,532 - wikidata12k_1n - [INFO] - [E:245| 1300]: Train Loss:0.00093636, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:55:33,598 - wikidata12k_1n - [INFO] - [E:245| 1400]: Train Loss:0.00093641, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:56:36,587 - wikidata12k_1n - [INFO] - [E:245| 1500]: Train Loss:0.00093625, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:57:39,509 - wikidata12k_1n - [INFO] - [E:245| 1600]: Train Loss:0.00093635, Val MRR:0.44036, wikidata12k_1n
2023-05-10 05:58:20,680 - wikidata12k_1n - [INFO] - [Epoch:245]: Training Loss:0.0009362
2023-05-10 05:58:20,897 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 05:58:42,222 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 05:58:54,565 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 05:59:16,053 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 05:59:28,278 - wikidata12k_1n - [INFO] - [Evaluating Epoch 245 valid]:
MRR: Tail : 0.50339, Head : 0.37113, Avg : 0.43726
2023-05-10 05:59:28,278 - wikidata12k_1n - [INFO] - [Epoch 245]: Training Loss: 0.00093621, Valid MRR: 0.44036,
2023-05-10 05:59:28,923 - wikidata12k_1n - [INFO] - [E:246| 0]: Train Loss:0.00091395, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:00:31,823 - wikidata12k_1n - [INFO] - [E:246| 100]: Train Loss:0.00093326, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:01:34,742 - wikidata12k_1n - [INFO] - [E:246| 200]: Train Loss:0.00093512, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:02:37,634 - wikidata12k_1n - [INFO] - [E:246| 300]: Train Loss:0.00093629, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:03:40,500 - wikidata12k_1n - [INFO] - [E:246| 400]: Train Loss:0.00093589, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:04:43,510 - wikidata12k_1n - [INFO] - [E:246| 500]: Train Loss:0.00093504, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:05:46,461 - wikidata12k_1n - [INFO] - [E:246| 600]: Train Loss:0.00093437, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:06:49,441 - wikidata12k_1n - [INFO] - [E:246| 700]: Train Loss:0.00093407, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:07:52,372 - wikidata12k_1n - [INFO] - [E:246| 800]: Train Loss:0.00093421, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:08:55,246 - wikidata12k_1n - [INFO] - [E:246| 900]: Train Loss:0.00093403, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:09:58,230 - wikidata12k_1n - [INFO] - [E:246| 1000]: Train Loss:0.00093425, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:11:01,267 - wikidata12k_1n - [INFO] - [E:246| 1100]: Train Loss:0.00093436, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:12:04,206 - wikidata12k_1n - [INFO] - [E:246| 1200]: Train Loss:0.00093473, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:13:07,238 - wikidata12k_1n - [INFO] - [E:246| 1300]: Train Loss:0.00093478, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:14:10,193 - wikidata12k_1n - [INFO] - [E:246| 1400]: Train Loss:0.00093488, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:15:13,162 - wikidata12k_1n - [INFO] - [E:246| 1500]: Train Loss:0.00093491, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:16:16,051 - wikidata12k_1n - [INFO] - [E:246| 1600]: Train Loss:0.00093501, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:16:57,163 - wikidata12k_1n - [INFO] - [Epoch:246]: Training Loss:0.0009352
2023-05-10 06:16:57,379 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 06:17:18,705 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 06:17:31,062 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 06:17:52,555 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 06:18:04,784 - wikidata12k_1n - [INFO] - [Evaluating Epoch 246 valid]:
MRR: Tail : 0.49812, Head : 0.34086, Avg : 0.41949
2023-05-10 06:18:04,784 - wikidata12k_1n - [INFO] - [Epoch 246]: Training Loss: 0.00093521, Valid MRR: 0.44036,
2023-05-10 06:18:05,428 - wikidata12k_1n - [INFO] - [E:247| 0]: Train Loss:0.00093281, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:19:08,369 - wikidata12k_1n - [INFO] - [E:247| 100]: Train Loss:0.00093598, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:20:11,307 - wikidata12k_1n - [INFO] - [E:247| 200]: Train Loss:0.00093532, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:21:14,327 - wikidata12k_1n - [INFO] - [E:247| 300]: Train Loss:0.00093459, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:22:17,304 - wikidata12k_1n - [INFO] - [E:247| 400]: Train Loss:0.00093443, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:23:20,278 - wikidata12k_1n - [INFO] - [E:247| 500]: Train Loss:0.00093418, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:24:23,252 - wikidata12k_1n - [INFO] - [E:247| 600]: Train Loss:0.0009337, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:25:26,189 - wikidata12k_1n - [INFO] - [E:247| 700]: Train Loss:0.00093323, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:26:29,164 - wikidata12k_1n - [INFO] - [E:247| 800]: Train Loss:0.0009335, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:27:32,134 - wikidata12k_1n - [INFO] - [E:247| 900]: Train Loss:0.00093358, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:28:35,089 - wikidata12k_1n - [INFO] - [E:247| 1000]: Train Loss:0.00093383, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:29:38,083 - wikidata12k_1n - [INFO] - [E:247| 1100]: Train Loss:0.0009343, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:30:41,080 - wikidata12k_1n - [INFO] - [E:247| 1200]: Train Loss:0.00093437, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:31:43,931 - wikidata12k_1n - [INFO] - [E:247| 1300]: Train Loss:0.00093454, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:32:46,830 - wikidata12k_1n - [INFO] - [E:247| 1400]: Train Loss:0.0009345, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:33:49,755 - wikidata12k_1n - [INFO] - [E:247| 1500]: Train Loss:0.00093477, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:34:52,654 - wikidata12k_1n - [INFO] - [E:247| 1600]: Train Loss:0.00093481, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:35:33,806 - wikidata12k_1n - [INFO] - [Epoch:247]: Training Loss:0.000935
2023-05-10 06:35:34,024 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 06:35:55,366 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 06:36:07,728 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 06:36:29,266 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 06:36:41,516 - wikidata12k_1n - [INFO] - [Evaluating Epoch 247 valid]:
MRR: Tail : 0.49972, Head : 0.3089, Avg : 0.40431
2023-05-10 06:36:41,516 - wikidata12k_1n - [INFO] - [Epoch 247]: Training Loss: 0.00093496, Valid MRR: 0.44036,
2023-05-10 06:36:42,161 - wikidata12k_1n - [INFO] - [E:248| 0]: Train Loss:0.00093573, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:37:45,148 - wikidata12k_1n - [INFO] - [E:248| 100]: Train Loss:0.00093361, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:38:48,122 - wikidata12k_1n - [INFO] - [E:248| 200]: Train Loss:0.00093422, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:39:51,238 - wikidata12k_1n - [INFO] - [E:248| 300]: Train Loss:0.00093425, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:40:54,208 - wikidata12k_1n - [INFO] - [E:248| 400]: Train Loss:0.00093445, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:41:57,146 - wikidata12k_1n - [INFO] - [E:248| 500]: Train Loss:0.00093481, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:43:00,137 - wikidata12k_1n - [INFO] - [E:248| 600]: Train Loss:0.00093463, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:44:03,125 - wikidata12k_1n - [INFO] - [E:248| 700]: Train Loss:0.00093489, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:45:06,106 - wikidata12k_1n - [INFO] - [E:248| 800]: Train Loss:0.00093473, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:46:09,007 - wikidata12k_1n - [INFO] - [E:248| 900]: Train Loss:0.00093454, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:47:11,879 - wikidata12k_1n - [INFO] - [E:248| 1000]: Train Loss:0.00093486, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:48:14,929 - wikidata12k_1n - [INFO] - [E:248| 1100]: Train Loss:0.0009349, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:49:17,939 - wikidata12k_1n - [INFO] - [E:248| 1200]: Train Loss:0.00093524, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:50:20,916 - wikidata12k_1n - [INFO] - [E:248| 1300]: Train Loss:0.00093541, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:51:23,852 - wikidata12k_1n - [INFO] - [E:248| 1400]: Train Loss:0.00093555, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:52:26,785 - wikidata12k_1n - [INFO] - [E:248| 1500]: Train Loss:0.00093545, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:53:29,676 - wikidata12k_1n - [INFO] - [E:248| 1600]: Train Loss:0.00093536, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:54:10,787 - wikidata12k_1n - [INFO] - [Epoch:248]: Training Loss:0.0009353
2023-05-10 06:54:11,004 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 06:54:32,350 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 06:54:44,706 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 06:55:06,213 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 06:55:18,445 - wikidata12k_1n - [INFO] - [Evaluating Epoch 248 valid]:
MRR: Tail : 0.49628, Head : 0.36074, Avg : 0.42851
2023-05-10 06:55:18,446 - wikidata12k_1n - [INFO] - [Epoch 248]: Training Loss: 0.00093534, Valid MRR: 0.44036,
2023-05-10 06:55:19,087 - wikidata12k_1n - [INFO] - [E:249| 0]: Train Loss:0.00090924, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:56:22,025 - wikidata12k_1n - [INFO] - [E:249| 100]: Train Loss:0.00092939, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:57:25,029 - wikidata12k_1n - [INFO] - [E:249| 200]: Train Loss:0.0009327, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:58:27,979 - wikidata12k_1n - [INFO] - [E:249| 300]: Train Loss:0.00093257, Val MRR:0.44036, wikidata12k_1n
2023-05-10 06:59:30,922 - wikidata12k_1n - [INFO] - [E:249| 400]: Train Loss:0.00093305, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:00:33,920 - wikidata12k_1n - [INFO] - [E:249| 500]: Train Loss:0.00093355, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:01:36,912 - wikidata12k_1n - [INFO] - [E:249| 600]: Train Loss:0.00093403, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:02:39,905 - wikidata12k_1n - [INFO] - [E:249| 700]: Train Loss:0.0009341, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:03:42,834 - wikidata12k_1n - [INFO] - [E:249| 800]: Train Loss:0.00093404, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:04:45,737 - wikidata12k_1n - [INFO] - [E:249| 900]: Train Loss:0.0009339, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:05:48,766 - wikidata12k_1n - [INFO] - [E:249| 1000]: Train Loss:0.00093384, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:06:51,671 - wikidata12k_1n - [INFO] - [E:249| 1100]: Train Loss:0.00093404, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:07:54,603 - wikidata12k_1n - [INFO] - [E:249| 1200]: Train Loss:0.00093438, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:08:57,500 - wikidata12k_1n - [INFO] - [E:249| 1300]: Train Loss:0.00093447, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:10:00,387 - wikidata12k_1n - [INFO] - [E:249| 1400]: Train Loss:0.00093461, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:11:03,320 - wikidata12k_1n - [INFO] - [E:249| 1500]: Train Loss:0.00093476, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:12:06,249 - wikidata12k_1n - [INFO] - [E:249| 1600]: Train Loss:0.0009348, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:12:47,406 - wikidata12k_1n - [INFO] - [Epoch:249]: Training Loss:0.0009348
2023-05-10 07:12:47,623 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 07:13:08,976 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 07:13:21,350 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 07:13:42,886 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 07:13:55,134 - wikidata12k_1n - [INFO] - [Evaluating Epoch 249 valid]:
MRR: Tail : 0.49882, Head : 0.31503, Avg : 0.40692
MR: Tail : 800.82, Head : 924.52, Avg : 862.67
Hit-1: Tail : 0.41479, Head : 0.21254, Avg : 0.31366
Hit-3: Tail : 0.54676, Head : 0.35872, Avg : 0.45274
Hit-10: Tail : 0.65286, Head : 0.52024, Avg : 0.58655
2023-05-10 07:13:55,135 - wikidata12k_1n - [INFO] - [Epoch 249]: Training Loss: 0.00093481, Valid MRR: 0.44036,
2023-05-10 07:13:55,779 - wikidata12k_1n - [INFO] - [E:250| 0]: Train Loss:0.00091856, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:14:58,825 - wikidata12k_1n - [INFO] - [E:250| 100]: Train Loss:0.00093394, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:16:01,773 - wikidata12k_1n - [INFO] - [E:250| 200]: Train Loss:0.00093243, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:17:04,753 - wikidata12k_1n - [INFO] - [E:250| 300]: Train Loss:0.00093338, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:18:07,682 - wikidata12k_1n - [INFO] - [E:250| 400]: Train Loss:0.0009336, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:19:10,605 - wikidata12k_1n - [INFO] - [E:250| 500]: Train Loss:0.00093345, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:20:13,496 - wikidata12k_1n - [INFO] - [E:250| 600]: Train Loss:0.00093383, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:21:16,363 - wikidata12k_1n - [INFO] - [E:250| 700]: Train Loss:0.00093412, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:22:19,328 - wikidata12k_1n - [INFO] - [E:250| 800]: Train Loss:0.00093431, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:23:22,353 - wikidata12k_1n - [INFO] - [E:250| 900]: Train Loss:0.00093475, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:24:25,347 - wikidata12k_1n - [INFO] - [E:250| 1000]: Train Loss:0.00093443, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:25:28,324 - wikidata12k_1n - [INFO] - [E:250| 1100]: Train Loss:0.00093436, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:26:31,314 - wikidata12k_1n - [INFO] - [E:250| 1200]: Train Loss:0.00093454, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:27:34,318 - wikidata12k_1n - [INFO] - [E:250| 1300]: Train Loss:0.00093457, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:28:37,318 - wikidata12k_1n - [INFO] - [E:250| 1400]: Train Loss:0.0009346, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:29:40,320 - wikidata12k_1n - [INFO] - [E:250| 1500]: Train Loss:0.00093453, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:30:43,292 - wikidata12k_1n - [INFO] - [E:250| 1600]: Train Loss:0.00093459, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:31:24,444 - wikidata12k_1n - [INFO] - [Epoch:250]: Training Loss:0.0009346
2023-05-10 07:31:24,662 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 07:31:46,028 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 07:31:58,418 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 07:32:19,945 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 07:32:32,199 - wikidata12k_1n - [INFO] - [Evaluating Epoch 250 valid]:
MRR: Tail : 0.49799, Head : 0.3027, Avg : 0.40035
2023-05-10 07:32:32,199 - wikidata12k_1n - [INFO] - [Epoch 250]: Training Loss: 0.00093465, Valid MRR: 0.44036,
2023-05-10 07:32:32,842 - wikidata12k_1n - [INFO] - [E:251| 0]: Train Loss:0.00094007, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:33:35,790 - wikidata12k_1n - [INFO] - [E:251| 100]: Train Loss:0.00093703, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:34:38,721 - wikidata12k_1n - [INFO] - [E:251| 200]: Train Loss:0.00093531, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:35:41,694 - wikidata12k_1n - [INFO] - [E:251| 300]: Train Loss:0.00093587, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:36:44,611 - wikidata12k_1n - [INFO] - [E:251| 400]: Train Loss:0.00093468, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:37:47,564 - wikidata12k_1n - [INFO] - [E:251| 500]: Train Loss:0.00093518, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:38:50,519 - wikidata12k_1n - [INFO] - [E:251| 600]: Train Loss:0.00093516, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:39:53,533 - wikidata12k_1n - [INFO] - [E:251| 700]: Train Loss:0.00093531, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:40:56,603 - wikidata12k_1n - [INFO] - [E:251| 800]: Train Loss:0.00093563, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:41:59,602 - wikidata12k_1n - [INFO] - [E:251| 900]: Train Loss:0.00093524, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:43:02,635 - wikidata12k_1n - [INFO] - [E:251| 1000]: Train Loss:0.00093521, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:44:05,587 - wikidata12k_1n - [INFO] - [E:251| 1100]: Train Loss:0.00093525, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:45:08,544 - wikidata12k_1n - [INFO] - [E:251| 1200]: Train Loss:0.00093543, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:46:11,491 - wikidata12k_1n - [INFO] - [E:251| 1300]: Train Loss:0.0009353, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:47:14,435 - wikidata12k_1n - [INFO] - [E:251| 1400]: Train Loss:0.00093526, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:48:17,379 - wikidata12k_1n - [INFO] - [E:251| 1500]: Train Loss:0.00093522, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:49:20,341 - wikidata12k_1n - [INFO] - [E:251| 1600]: Train Loss:0.00093514, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:50:01,478 - wikidata12k_1n - [INFO] - [Epoch:251]: Training Loss:0.0009351
2023-05-10 07:50:01,694 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 07:50:23,035 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 07:50:35,391 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 07:50:56,891 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 07:51:09,126 - wikidata12k_1n - [INFO] - [Evaluating Epoch 251 valid]:
MRR: Tail : 0.49695, Head : 0.36634, Avg : 0.43164
2023-05-10 07:51:09,126 - wikidata12k_1n - [INFO] - [Epoch 251]: Training Loss: 0.00093506, Valid MRR: 0.44036,
2023-05-10 07:51:09,768 - wikidata12k_1n - [INFO] - [E:252| 0]: Train Loss:0.00091916, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:52:12,717 - wikidata12k_1n - [INFO] - [E:252| 100]: Train Loss:0.00093288, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:53:15,715 - wikidata12k_1n - [INFO] - [E:252| 200]: Train Loss:0.00093421, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:54:18,681 - wikidata12k_1n - [INFO] - [E:252| 300]: Train Loss:0.0009362, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:55:21,646 - wikidata12k_1n - [INFO] - [E:252| 400]: Train Loss:0.0009355, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:56:24,607 - wikidata12k_1n - [INFO] - [E:252| 500]: Train Loss:0.00093565, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:57:27,600 - wikidata12k_1n - [INFO] - [E:252| 600]: Train Loss:0.00093505, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:58:30,696 - wikidata12k_1n - [INFO] - [E:252| 700]: Train Loss:0.0009353, Val MRR:0.44036, wikidata12k_1n
2023-05-10 07:59:33,665 - wikidata12k_1n - [INFO] - [E:252| 800]: Train Loss:0.00093531, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:00:36,686 - wikidata12k_1n - [INFO] - [E:252| 900]: Train Loss:0.00093547, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:01:39,616 - wikidata12k_1n - [INFO] - [E:252| 1000]: Train Loss:0.00093543, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:02:42,605 - wikidata12k_1n - [INFO] - [E:252| 1100]: Train Loss:0.0009352, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:03:45,515 - wikidata12k_1n - [INFO] - [E:252| 1200]: Train Loss:0.00093511, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:04:48,435 - wikidata12k_1n - [INFO] - [E:252| 1300]: Train Loss:0.00093484, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:05:51,271 - wikidata12k_1n - [INFO] - [E:252| 1400]: Train Loss:0.00093484, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:06:54,319 - wikidata12k_1n - [INFO] - [E:252| 1500]: Train Loss:0.00093483, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:07:57,193 - wikidata12k_1n - [INFO] - [E:252| 1600]: Train Loss:0.00093501, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:08:38,385 - wikidata12k_1n - [INFO] - [Epoch:252]: Training Loss:0.0009351
2023-05-10 08:08:38,602 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 08:08:59,947 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 08:09:12,306 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 08:09:33,835 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 08:09:46,082 - wikidata12k_1n - [INFO] - [Evaluating Epoch 252 valid]:
MRR: Tail : 0.50462, Head : 0.34129, Avg : 0.42296
2023-05-10 08:09:46,082 - wikidata12k_1n - [INFO] - [Epoch 252]: Training Loss: 0.00093505, Valid MRR: 0.44036,
2023-05-10 08:09:46,725 - wikidata12k_1n - [INFO] - [E:253| 0]: Train Loss:0.00092042, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:10:49,676 - wikidata12k_1n - [INFO] - [E:253| 100]: Train Loss:0.0009367, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:11:52,611 - wikidata12k_1n - [INFO] - [E:253| 200]: Train Loss:0.00093595, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:12:55,652 - wikidata12k_1n - [INFO] - [E:253| 300]: Train Loss:0.00093654, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:13:58,589 - wikidata12k_1n - [INFO] - [E:253| 400]: Train Loss:0.00093598, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:15:01,521 - wikidata12k_1n - [INFO] - [E:253| 500]: Train Loss:0.00093535, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:16:04,542 - wikidata12k_1n - [INFO] - [E:253| 600]: Train Loss:0.00093563, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:17:07,534 - wikidata12k_1n - [INFO] - [E:253| 700]: Train Loss:0.00093545, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:18:10,474 - wikidata12k_1n - [INFO] - [E:253| 800]: Train Loss:0.00093547, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:19:13,471 - wikidata12k_1n - [INFO] - [E:253| 900]: Train Loss:0.00093512, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:20:16,438 - wikidata12k_1n - [INFO] - [E:253| 1000]: Train Loss:0.00093511, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:21:19,409 - wikidata12k_1n - [INFO] - [E:253| 1100]: Train Loss:0.00093486, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:22:22,377 - wikidata12k_1n - [INFO] - [E:253| 1200]: Train Loss:0.00093488, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:23:25,329 - wikidata12k_1n - [INFO] - [E:253| 1300]: Train Loss:0.00093491, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:24:28,304 - wikidata12k_1n - [INFO] - [E:253| 1400]: Train Loss:0.00093493, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:25:31,180 - wikidata12k_1n - [INFO] - [E:253| 1500]: Train Loss:0.00093464, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:26:34,143 - wikidata12k_1n - [INFO] - [E:253| 1600]: Train Loss:0.00093459, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:27:15,254 - wikidata12k_1n - [INFO] - [Epoch:253]: Training Loss:0.0009345
2023-05-10 08:27:15,472 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 08:27:36,798 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 08:27:49,145 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 08:28:10,639 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 08:28:22,883 - wikidata12k_1n - [INFO] - [Evaluating Epoch 253 valid]:
MRR: Tail : 0.50114, Head : 0.32097, Avg : 0.41106
2023-05-10 08:28:22,883 - wikidata12k_1n - [INFO] - [Epoch 253]: Training Loss: 0.0009345, Valid MRR: 0.44036,
2023-05-10 08:28:23,527 - wikidata12k_1n - [INFO] - [E:254| 0]: Train Loss:0.00092457, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:29:26,467 - wikidata12k_1n - [INFO] - [E:254| 100]: Train Loss:0.00093279, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:30:29,381 - wikidata12k_1n - [INFO] - [E:254| 200]: Train Loss:0.00093597, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:31:32,311 - wikidata12k_1n - [INFO] - [E:254| 300]: Train Loss:0.00093527, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:32:35,229 - wikidata12k_1n - [INFO] - [E:254| 400]: Train Loss:0.00093526, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:33:38,198 - wikidata12k_1n - [INFO] - [E:254| 500]: Train Loss:0.00093485, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:34:41,136 - wikidata12k_1n - [INFO] - [E:254| 600]: Train Loss:0.00093531, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:35:44,138 - wikidata12k_1n - [INFO] - [E:254| 700]: Train Loss:0.00093533, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:36:47,038 - wikidata12k_1n - [INFO] - [E:254| 800]: Train Loss:0.00093474, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:37:50,069 - wikidata12k_1n - [INFO] - [E:254| 900]: Train Loss:0.00093485, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:38:52,994 - wikidata12k_1n - [INFO] - [E:254| 1000]: Train Loss:0.00093515, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:39:55,913 - wikidata12k_1n - [INFO] - [E:254| 1100]: Train Loss:0.00093533, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:40:58,918 - wikidata12k_1n - [INFO] - [E:254| 1200]: Train Loss:0.00093523, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:42:02,013 - wikidata12k_1n - [INFO] - [E:254| 1300]: Train Loss:0.00093496, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:43:05,010 - wikidata12k_1n - [INFO] - [E:254| 1400]: Train Loss:0.00093479, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:44:08,008 - wikidata12k_1n - [INFO] - [E:254| 1500]: Train Loss:0.00093477, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:45:10,953 - wikidata12k_1n - [INFO] - [E:254| 1600]: Train Loss:0.00093467, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:45:52,092 - wikidata12k_1n - [INFO] - [Epoch:254]: Training Loss:0.0009347
2023-05-10 08:45:52,309 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 08:46:13,634 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 08:46:25,983 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 08:46:47,478 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 08:46:59,704 - wikidata12k_1n - [INFO] - [Evaluating Epoch 254 valid]:
MRR: Tail : 0.4943, Head : 0.3092, Avg : 0.40175
2023-05-10 08:46:59,704 - wikidata12k_1n - [INFO] - [Epoch 254]: Training Loss: 0.00093467, Valid MRR: 0.44036,
2023-05-10 08:47:00,352 - wikidata12k_1n - [INFO] - [E:255| 0]: Train Loss:0.00093036, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:48:03,268 - wikidata12k_1n - [INFO] - [E:255| 100]: Train Loss:0.00093236, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:49:06,188 - wikidata12k_1n - [INFO] - [E:255| 200]: Train Loss:0.00093321, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:50:09,098 - wikidata12k_1n - [INFO] - [E:255| 300]: Train Loss:0.00093276, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:51:12,090 - wikidata12k_1n - [INFO] - [E:255| 400]: Train Loss:0.00093296, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:52:14,989 - wikidata12k_1n - [INFO] - [E:255| 500]: Train Loss:0.00093351, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:53:17,937 - wikidata12k_1n - [INFO] - [E:255| 600]: Train Loss:0.00093384, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:54:20,900 - wikidata12k_1n - [INFO] - [E:255| 700]: Train Loss:0.00093361, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:55:23,885 - wikidata12k_1n - [INFO] - [E:255| 800]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:56:26,806 - wikidata12k_1n - [INFO] - [E:255| 900]: Train Loss:0.00093369, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:57:29,775 - wikidata12k_1n - [INFO] - [E:255| 1000]: Train Loss:0.00093367, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:58:32,684 - wikidata12k_1n - [INFO] - [E:255| 1100]: Train Loss:0.00093402, Val MRR:0.44036, wikidata12k_1n
2023-05-10 08:59:35,632 - wikidata12k_1n - [INFO] - [E:255| 1200]: Train Loss:0.000934, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:00:39,042 - wikidata12k_1n - [INFO] - [E:255| 1300]: Train Loss:0.00093389, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:01:43,240 - wikidata12k_1n - [INFO] - [E:255| 1400]: Train Loss:0.00093443, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:02:47,567 - wikidata12k_1n - [INFO] - [E:255| 1500]: Train Loss:0.00093449, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:03:51,142 - wikidata12k_1n - [INFO] - [E:255| 1600]: Train Loss:0.00093445, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:04:32,296 - wikidata12k_1n - [INFO] - [Epoch:255]: Training Loss:0.0009344
2023-05-10 09:04:32,512 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 09:04:53,843 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 09:05:06,192 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 09:05:27,701 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 09:05:39,928 - wikidata12k_1n - [INFO] - [Evaluating Epoch 255 valid]:
MRR: Tail : 0.49664, Head : 0.36276, Avg : 0.4297
2023-05-10 09:05:39,928 - wikidata12k_1n - [INFO] - [Epoch 255]: Training Loss: 0.00093437, Valid MRR: 0.44036,
2023-05-10 09:05:40,570 - wikidata12k_1n - [INFO] - [E:256| 0]: Train Loss:0.00099016, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:06:43,473 - wikidata12k_1n - [INFO] - [E:256| 100]: Train Loss:0.00093345, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:07:46,416 - wikidata12k_1n - [INFO] - [E:256| 200]: Train Loss:0.00093332, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:08:49,428 - wikidata12k_1n - [INFO] - [E:256| 300]: Train Loss:0.00093431, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:09:52,374 - wikidata12k_1n - [INFO] - [E:256| 400]: Train Loss:0.00093573, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:10:55,344 - wikidata12k_1n - [INFO] - [E:256| 500]: Train Loss:0.00093621, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:11:58,306 - wikidata12k_1n - [INFO] - [E:256| 600]: Train Loss:0.00093537, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:13:01,286 - wikidata12k_1n - [INFO] - [E:256| 700]: Train Loss:0.00093472, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:14:04,258 - wikidata12k_1n - [INFO] - [E:256| 800]: Train Loss:0.00093437, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:15:07,634 - wikidata12k_1n - [INFO] - [E:256| 900]: Train Loss:0.00093479, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:16:11,985 - wikidata12k_1n - [INFO] - [E:256| 1000]: Train Loss:0.00093485, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:17:16,389 - wikidata12k_1n - [INFO] - [E:256| 1100]: Train Loss:0.00093474, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:18:20,519 - wikidata12k_1n - [INFO] - [E:256| 1200]: Train Loss:0.00093442, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:19:23,428 - wikidata12k_1n - [INFO] - [E:256| 1300]: Train Loss:0.00093442, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:20:26,355 - wikidata12k_1n - [INFO] - [E:256| 1400]: Train Loss:0.00093437, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:21:29,770 - wikidata12k_1n - [INFO] - [E:256| 1500]: Train Loss:0.00093437, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:22:32,820 - wikidata12k_1n - [INFO] - [E:256| 1600]: Train Loss:0.00093445, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:23:13,966 - wikidata12k_1n - [INFO] - [Epoch:256]: Training Loss:0.0009345
2023-05-10 09:23:14,184 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 09:23:35,519 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 09:23:47,869 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 09:24:09,360 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 09:24:21,600 - wikidata12k_1n - [INFO] - [Evaluating Epoch 256 valid]:
MRR: Tail : 0.49641, Head : 0.33073, Avg : 0.41357
2023-05-10 09:24:21,600 - wikidata12k_1n - [INFO] - [Epoch 256]: Training Loss: 0.00093451, Valid MRR: 0.44036,
2023-05-10 09:24:22,245 - wikidata12k_1n - [INFO] - [E:257| 0]: Train Loss:0.0009248, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:25:25,176 - wikidata12k_1n - [INFO] - [E:257| 100]: Train Loss:0.00093439, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:26:28,099 - wikidata12k_1n - [INFO] - [E:257| 200]: Train Loss:0.00093401, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:27:31,011 - wikidata12k_1n - [INFO] - [E:257| 300]: Train Loss:0.00093365, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:28:33,905 - wikidata12k_1n - [INFO] - [E:257| 400]: Train Loss:0.00093366, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:29:36,778 - wikidata12k_1n - [INFO] - [E:257| 500]: Train Loss:0.00093342, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:30:39,662 - wikidata12k_1n - [INFO] - [E:257| 600]: Train Loss:0.00093391, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:31:42,550 - wikidata12k_1n - [INFO] - [E:257| 700]: Train Loss:0.0009343, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:32:45,493 - wikidata12k_1n - [INFO] - [E:257| 800]: Train Loss:0.00093443, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:33:48,501 - wikidata12k_1n - [INFO] - [E:257| 900]: Train Loss:0.00093434, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:34:51,475 - wikidata12k_1n - [INFO] - [E:257| 1000]: Train Loss:0.00093425, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:35:54,429 - wikidata12k_1n - [INFO] - [E:257| 1100]: Train Loss:0.00093418, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:36:57,289 - wikidata12k_1n - [INFO] - [E:257| 1200]: Train Loss:0.0009346, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:38:00,184 - wikidata12k_1n - [INFO] - [E:257| 1300]: Train Loss:0.00093471, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:39:03,158 - wikidata12k_1n - [INFO] - [E:257| 1400]: Train Loss:0.00093442, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:40:06,080 - wikidata12k_1n - [INFO] - [E:257| 1500]: Train Loss:0.00093427, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:41:08,953 - wikidata12k_1n - [INFO] - [E:257| 1600]: Train Loss:0.00093435, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:41:49,996 - wikidata12k_1n - [INFO] - [Epoch:257]: Training Loss:0.0009343
2023-05-10 09:41:50,213 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 09:42:11,526 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 09:42:23,867 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 09:42:45,356 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 09:42:57,577 - wikidata12k_1n - [INFO] - [Evaluating Epoch 257 valid]:
MRR: Tail : 0.4972, Head : 0.37134, Avg : 0.43427
2023-05-10 09:42:57,577 - wikidata12k_1n - [INFO] - [Epoch 257]: Training Loss: 0.00093426, Valid MRR: 0.44036,
2023-05-10 09:42:58,221 - wikidata12k_1n - [INFO] - [E:258| 0]: Train Loss:0.00092923, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:44:01,084 - wikidata12k_1n - [INFO] - [E:258| 100]: Train Loss:0.00093255, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:45:04,119 - wikidata12k_1n - [INFO] - [E:258| 200]: Train Loss:0.00093238, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:46:06,998 - wikidata12k_1n - [INFO] - [E:258| 300]: Train Loss:0.00093433, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:47:09,953 - wikidata12k_1n - [INFO] - [E:258| 400]: Train Loss:0.00093443, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:48:12,929 - wikidata12k_1n - [INFO] - [E:258| 500]: Train Loss:0.000934, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:49:15,833 - wikidata12k_1n - [INFO] - [E:258| 600]: Train Loss:0.00093358, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:50:19,992 - wikidata12k_1n - [INFO] - [E:258| 700]: Train Loss:0.00093401, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:51:24,238 - wikidata12k_1n - [INFO] - [E:258| 800]: Train Loss:0.00093389, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:52:28,629 - wikidata12k_1n - [INFO] - [E:258| 900]: Train Loss:0.00093383, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:53:31,783 - wikidata12k_1n - [INFO] - [E:258| 1000]: Train Loss:0.00093382, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:54:34,714 - wikidata12k_1n - [INFO] - [E:258| 1100]: Train Loss:0.0009338, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:55:37,956 - wikidata12k_1n - [INFO] - [E:258| 1200]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:56:42,140 - wikidata12k_1n - [INFO] - [E:258| 1300]: Train Loss:0.00093381, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:57:45,530 - wikidata12k_1n - [INFO] - [E:258| 1400]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:58:48,495 - wikidata12k_1n - [INFO] - [E:258| 1500]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n
2023-05-10 09:59:51,463 - wikidata12k_1n - [INFO] - [E:258| 1600]: Train Loss:0.00093416, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:00:32,582 - wikidata12k_1n - [INFO] - [Epoch:258]: Training Loss:0.0009342
2023-05-10 10:00:32,798 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 10:00:54,099 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 10:01:06,433 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 10:01:27,942 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 10:01:40,168 - wikidata12k_1n - [INFO] - [Evaluating Epoch 258 valid]:
MRR: Tail : 0.49645, Head : 0.36294, Avg : 0.42969
2023-05-10 10:01:40,168 - wikidata12k_1n - [INFO] - [Epoch 258]: Training Loss: 0.00093424, Valid MRR: 0.44036,
2023-05-10 10:01:40,818 - wikidata12k_1n - [INFO] - [E:259| 0]: Train Loss:0.00093815, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:02:43,828 - wikidata12k_1n - [INFO] - [E:259| 100]: Train Loss:0.000933, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:03:46,740 - wikidata12k_1n - [INFO] - [E:259| 200]: Train Loss:0.00093265, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:04:49,694 - wikidata12k_1n - [INFO] - [E:259| 300]: Train Loss:0.0009325, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:05:52,689 - wikidata12k_1n - [INFO] - [E:259| 400]: Train Loss:0.00093327, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:06:55,672 - wikidata12k_1n - [INFO] - [E:259| 500]: Train Loss:0.00093363, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:07:58,628 - wikidata12k_1n - [INFO] - [E:259| 600]: Train Loss:0.00093334, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:09:01,540 - wikidata12k_1n - [INFO] - [E:259| 700]: Train Loss:0.0009334, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:10:04,360 - wikidata12k_1n - [INFO] - [E:259| 800]: Train Loss:0.0009336, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:11:07,410 - wikidata12k_1n - [INFO] - [E:259| 900]: Train Loss:0.0009334, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:12:10,394 - wikidata12k_1n - [INFO] - [E:259| 1000]: Train Loss:0.0009337, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:13:13,387 - wikidata12k_1n - [INFO] - [E:259| 1100]: Train Loss:0.00093391, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:14:16,359 - wikidata12k_1n - [INFO] - [E:259| 1200]: Train Loss:0.00093411, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:15:19,297 - wikidata12k_1n - [INFO] - [E:259| 1300]: Train Loss:0.00093409, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:16:22,242 - wikidata12k_1n - [INFO] - [E:259| 1400]: Train Loss:0.0009343, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:17:25,196 - wikidata12k_1n - [INFO] - [E:259| 1500]: Train Loss:0.00093412, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:18:28,135 - wikidata12k_1n - [INFO] - [E:259| 1600]: Train Loss:0.00093404, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:19:09,266 - wikidata12k_1n - [INFO] - [Epoch:259]: Training Loss:0.000934
2023-05-10 10:19:09,482 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 10:19:30,805 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 10:19:43,131 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 10:20:04,575 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 10:20:16,790 - wikidata12k_1n - [INFO] - [Evaluating Epoch 259 valid]:
MRR: Tail : 0.5062, Head : 0.34036, Avg : 0.42328
MR: Tail : 808.14, Head : 907.72, Avg : 857.93
Hit-1: Tail : 0.4231, Head : 0.22857, Avg : 0.32584
Hit-3: Tail : 0.55542, Head : 0.39875, Avg : 0.47709
Hit-10: Tail : 0.6583, Head : 0.55542, Avg : 0.60686
2023-05-10 10:20:16,790 - wikidata12k_1n - [INFO] - [Epoch 259]: Training Loss: 0.00093398, Valid MRR: 0.44036,
2023-05-10 10:20:17,436 - wikidata12k_1n - [INFO] - [E:260| 0]: Train Loss:0.00092712, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:21:20,223 - wikidata12k_1n - [INFO] - [E:260| 100]: Train Loss:0.00093297, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:22:23,046 - wikidata12k_1n - [INFO] - [E:260| 200]: Train Loss:0.00093181, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:23:25,834 - wikidata12k_1n - [INFO] - [E:260| 300]: Train Loss:0.000931, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:24:28,675 - wikidata12k_1n - [INFO] - [E:260| 400]: Train Loss:0.00093163, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:25:31,550 - wikidata12k_1n - [INFO] - [E:260| 500]: Train Loss:0.00093227, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:26:34,495 - wikidata12k_1n - [INFO] - [E:260| 600]: Train Loss:0.00093239, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:27:37,398 - wikidata12k_1n - [INFO] - [E:260| 700]: Train Loss:0.00093285, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:28:40,325 - wikidata12k_1n - [INFO] - [E:260| 800]: Train Loss:0.0009328, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:29:43,220 - wikidata12k_1n - [INFO] - [E:260| 900]: Train Loss:0.00093276, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:30:46,149 - wikidata12k_1n - [INFO] - [E:260| 1000]: Train Loss:0.00093314, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:31:49,110 - wikidata12k_1n - [INFO] - [E:260| 1100]: Train Loss:0.00093356, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:32:52,033 - wikidata12k_1n - [INFO] - [E:260| 1200]: Train Loss:0.00093382, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:33:54,953 - wikidata12k_1n - [INFO] - [E:260| 1300]: Train Loss:0.00093365, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:34:57,795 - wikidata12k_1n - [INFO] - [E:260| 1400]: Train Loss:0.00093376, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:36:00,614 - wikidata12k_1n - [INFO] - [E:260| 1500]: Train Loss:0.00093395, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:37:03,612 - wikidata12k_1n - [INFO] - [E:260| 1600]: Train Loss:0.00093396, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:37:44,734 - wikidata12k_1n - [INFO] - [Epoch:260]: Training Loss:0.0009339
2023-05-10 10:37:44,949 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 10:38:06,260 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 10:38:18,597 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 10:38:40,072 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 10:38:52,283 - wikidata12k_1n - [INFO] - [Evaluating Epoch 260 valid]:
MRR: Tail : 0.50118, Head : 0.34956, Avg : 0.42537
2023-05-10 10:38:52,283 - wikidata12k_1n - [INFO] - [Epoch 260]: Training Loss: 0.00093387, Valid MRR: 0.44036,
2023-05-10 10:38:52,924 - wikidata12k_1n - [INFO] - [E:261| 0]: Train Loss:0.00092467, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:39:55,828 - wikidata12k_1n - [INFO] - [E:261| 100]: Train Loss:0.00093235, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:40:58,600 - wikidata12k_1n - [INFO] - [E:261| 200]: Train Loss:0.00093228, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:42:01,413 - wikidata12k_1n - [INFO] - [E:261| 300]: Train Loss:0.00093225, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:43:04,263 - wikidata12k_1n - [INFO] - [E:261| 400]: Train Loss:0.00093347, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:44:07,192 - wikidata12k_1n - [INFO] - [E:261| 500]: Train Loss:0.00093383, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:45:10,146 - wikidata12k_1n - [INFO] - [E:261| 600]: Train Loss:0.00093328, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:46:13,097 - wikidata12k_1n - [INFO] - [E:261| 700]: Train Loss:0.00093287, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:47:15,987 - wikidata12k_1n - [INFO] - [E:261| 800]: Train Loss:0.00093302, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:48:18,850 - wikidata12k_1n - [INFO] - [E:261| 900]: Train Loss:0.00093337, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:49:21,655 - wikidata12k_1n - [INFO] - [E:261| 1000]: Train Loss:0.00093317, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:50:24,461 - wikidata12k_1n - [INFO] - [E:261| 1100]: Train Loss:0.00093324, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:51:27,301 - wikidata12k_1n - [INFO] - [E:261| 1200]: Train Loss:0.00093339, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:52:30,202 - wikidata12k_1n - [INFO] - [E:261| 1300]: Train Loss:0.00093354, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:53:33,149 - wikidata12k_1n - [INFO] - [E:261| 1400]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:54:36,071 - wikidata12k_1n - [INFO] - [E:261| 1500]: Train Loss:0.00093375, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:55:38,954 - wikidata12k_1n - [INFO] - [E:261| 1600]: Train Loss:0.00093384, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:56:20,012 - wikidata12k_1n - [INFO] - [Epoch:261]: Training Loss:0.0009339
2023-05-10 10:56:20,227 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 10:56:41,520 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 10:56:53,849 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 10:57:15,332 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 10:57:27,546 - wikidata12k_1n - [INFO] - [Evaluating Epoch 261 valid]:
MRR: Tail : 0.49525, Head : 0.34072, Avg : 0.41799
2023-05-10 10:57:27,547 - wikidata12k_1n - [INFO] - [Epoch 261]: Training Loss: 0.00093394, Valid MRR: 0.44036,
2023-05-10 10:57:28,190 - wikidata12k_1n - [INFO] - [E:262| 0]: Train Loss:0.00094535, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:58:31,055 - wikidata12k_1n - [INFO] - [E:262| 100]: Train Loss:0.00093637, Val MRR:0.44036, wikidata12k_1n
2023-05-10 10:59:33,831 - wikidata12k_1n - [INFO] - [E:262| 200]: Train Loss:0.00093389, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:00:36,682 - wikidata12k_1n - [INFO] - [E:262| 300]: Train Loss:0.00093378, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:01:39,592 - wikidata12k_1n - [INFO] - [E:262| 400]: Train Loss:0.00093379, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:02:42,426 - wikidata12k_1n - [INFO] - [E:262| 500]: Train Loss:0.00093365, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:03:45,378 - wikidata12k_1n - [INFO] - [E:262| 600]: Train Loss:0.00093326, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:04:48,286 - wikidata12k_1n - [INFO] - [E:262| 700]: Train Loss:0.00093329, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:05:51,232 - wikidata12k_1n - [INFO] - [E:262| 800]: Train Loss:0.00093329, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:06:54,186 - wikidata12k_1n - [INFO] - [E:262| 900]: Train Loss:0.00093322, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:07:57,080 - wikidata12k_1n - [INFO] - [E:262| 1000]: Train Loss:0.0009332, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:08:59,900 - wikidata12k_1n - [INFO] - [E:262| 1100]: Train Loss:0.00093328, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:10:02,696 - wikidata12k_1n - [INFO] - [E:262| 1200]: Train Loss:0.00093304, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:11:05,556 - wikidata12k_1n - [INFO] - [E:262| 1300]: Train Loss:0.00093306, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:12:08,520 - wikidata12k_1n - [INFO] - [E:262| 1400]: Train Loss:0.0009329, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:13:11,395 - wikidata12k_1n - [INFO] - [E:262| 1500]: Train Loss:0.00093301, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:14:14,201 - wikidata12k_1n - [INFO] - [E:262| 1600]: Train Loss:0.00093338, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:14:55,282 - wikidata12k_1n - [INFO] - [Epoch:262]: Training Loss:0.0009337
2023-05-10 11:14:55,498 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 11:15:16,776 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 11:15:29,091 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 11:15:50,535 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 11:16:02,742 - wikidata12k_1n - [INFO] - [Evaluating Epoch 262 valid]:
MRR: Tail : 0.49903, Head : 0.37429, Avg : 0.43666
2023-05-10 11:16:02,743 - wikidata12k_1n - [INFO] - [Epoch 262]: Training Loss: 0.00093368, Valid MRR: 0.44036,
2023-05-10 11:16:03,387 - wikidata12k_1n - [INFO] - [E:263| 0]: Train Loss:0.00095827, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:17:06,305 - wikidata12k_1n - [INFO] - [E:263| 100]: Train Loss:0.00093139, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:18:09,101 - wikidata12k_1n - [INFO] - [E:263| 200]: Train Loss:0.00093364, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:19:11,920 - wikidata12k_1n - [INFO] - [E:263| 300]: Train Loss:0.0009343, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:20:14,744 - wikidata12k_1n - [INFO] - [E:263| 400]: Train Loss:0.00093316, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:21:17,584 - wikidata12k_1n - [INFO] - [E:263| 500]: Train Loss:0.00093266, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:22:20,469 - wikidata12k_1n - [INFO] - [E:263| 600]: Train Loss:0.00093269, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:23:23,370 - wikidata12k_1n - [INFO] - [E:263| 700]: Train Loss:0.00093301, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:24:26,243 - wikidata12k_1n - [INFO] - [E:263| 800]: Train Loss:0.00093296, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:25:29,146 - wikidata12k_1n - [INFO] - [E:263| 900]: Train Loss:0.00093309, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:26:32,075 - wikidata12k_1n - [INFO] - [E:263| 1000]: Train Loss:0.00093294, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:27:35,004 - wikidata12k_1n - [INFO] - [E:263| 1100]: Train Loss:0.00093324, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:28:37,902 - wikidata12k_1n - [INFO] - [E:263| 1200]: Train Loss:0.00093318, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:29:40,878 - wikidata12k_1n - [INFO] - [E:263| 1300]: Train Loss:0.00093332, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:30:43,798 - wikidata12k_1n - [INFO] - [E:263| 1400]: Train Loss:0.00093336, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:31:46,740 - wikidata12k_1n - [INFO] - [E:263| 1500]: Train Loss:0.00093351, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:32:49,698 - wikidata12k_1n - [INFO] - [E:263| 1600]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:33:30,817 - wikidata12k_1n - [INFO] - [Epoch:263]: Training Loss:0.0009335
2023-05-10 11:33:31,033 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 11:33:52,379 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 11:34:04,758 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 11:34:26,305 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 11:34:38,552 - wikidata12k_1n - [INFO] - [Evaluating Epoch 263 valid]:
MRR: Tail : 0.50103, Head : 0.36998, Avg : 0.4355
2023-05-10 11:34:38,552 - wikidata12k_1n - [INFO] - [Epoch 263]: Training Loss: 0.00093346, Valid MRR: 0.44036,
2023-05-10 11:34:39,196 - wikidata12k_1n - [INFO] - [E:264| 0]: Train Loss:0.00091634, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:35:42,165 - wikidata12k_1n - [INFO] - [E:264| 100]: Train Loss:0.00093232, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:36:45,111 - wikidata12k_1n - [INFO] - [E:264| 200]: Train Loss:0.00093205, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:37:48,062 - wikidata12k_1n - [INFO] - [E:264| 300]: Train Loss:0.00093328, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:38:51,069 - wikidata12k_1n - [INFO] - [E:264| 400]: Train Loss:0.00093327, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:39:54,038 - wikidata12k_1n - [INFO] - [E:264| 500]: Train Loss:0.00093293, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:40:56,915 - wikidata12k_1n - [INFO] - [E:264| 600]: Train Loss:0.00093327, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:41:59,984 - wikidata12k_1n - [INFO] - [E:264| 700]: Train Loss:0.00093335, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:43:02,951 - wikidata12k_1n - [INFO] - [E:264| 800]: Train Loss:0.00093321, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:44:05,889 - wikidata12k_1n - [INFO] - [E:264| 900]: Train Loss:0.00093327, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:45:08,786 - wikidata12k_1n - [INFO] - [E:264| 1000]: Train Loss:0.00093313, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:46:11,685 - wikidata12k_1n - [INFO] - [E:264| 1100]: Train Loss:0.00093307, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:47:14,761 - wikidata12k_1n - [INFO] - [E:264| 1200]: Train Loss:0.00093335, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:48:17,652 - wikidata12k_1n - [INFO] - [E:264| 1300]: Train Loss:0.00093365, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:49:20,579 - wikidata12k_1n - [INFO] - [E:264| 1400]: Train Loss:0.0009338, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:50:23,509 - wikidata12k_1n - [INFO] - [E:264| 1500]: Train Loss:0.00093395, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:51:26,476 - wikidata12k_1n - [INFO] - [E:264| 1600]: Train Loss:0.00093377, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:52:07,623 - wikidata12k_1n - [INFO] - [Epoch:264]: Training Loss:0.0009337
2023-05-10 11:52:07,840 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 11:52:29,158 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 11:52:41,502 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 11:53:03,003 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 11:53:15,239 - wikidata12k_1n - [INFO] - [Evaluating Epoch 264 valid]:
MRR: Tail : 0.49919, Head : 0.37296, Avg : 0.43608
2023-05-10 11:53:15,239 - wikidata12k_1n - [INFO] - [Epoch 264]: Training Loss: 0.0009337, Valid MRR: 0.44036,
2023-05-10 11:53:15,884 - wikidata12k_1n - [INFO] - [E:265| 0]: Train Loss:0.0009463, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:54:18,754 - wikidata12k_1n - [INFO] - [E:265| 100]: Train Loss:0.00093658, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:55:21,666 - wikidata12k_1n - [INFO] - [E:265| 200]: Train Loss:0.00093498, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:56:24,694 - wikidata12k_1n - [INFO] - [E:265| 300]: Train Loss:0.00093314, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:57:27,668 - wikidata12k_1n - [INFO] - [E:265| 400]: Train Loss:0.00093328, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:58:30,664 - wikidata12k_1n - [INFO] - [E:265| 500]: Train Loss:0.00093349, Val MRR:0.44036, wikidata12k_1n
2023-05-10 11:59:33,614 - wikidata12k_1n - [INFO] - [E:265| 600]: Train Loss:0.00093323, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:00:36,554 - wikidata12k_1n - [INFO] - [E:265| 700]: Train Loss:0.00093344, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:01:39,510 - wikidata12k_1n - [INFO] - [E:265| 800]: Train Loss:0.00093389, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:02:42,418 - wikidata12k_1n - [INFO] - [E:265| 900]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:03:45,274 - wikidata12k_1n - [INFO] - [E:265| 1000]: Train Loss:0.00093385, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:04:48,163 - wikidata12k_1n - [INFO] - [E:265| 1100]: Train Loss:0.00093388, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:05:51,140 - wikidata12k_1n - [INFO] - [E:265| 1200]: Train Loss:0.00093356, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:06:54,060 - wikidata12k_1n - [INFO] - [E:265| 1300]: Train Loss:0.00093348, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:07:56,959 - wikidata12k_1n - [INFO] - [E:265| 1400]: Train Loss:0.00093338, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:08:59,944 - wikidata12k_1n - [INFO] - [E:265| 1500]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:10:02,877 - wikidata12k_1n - [INFO] - [E:265| 1600]: Train Loss:0.0009336, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:10:44,022 - wikidata12k_1n - [INFO] - [Epoch:265]: Training Loss:0.0009337
2023-05-10 12:10:44,238 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 12:11:05,585 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 12:11:17,941 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 12:11:39,443 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 12:11:51,675 - wikidata12k_1n - [INFO] - [Evaluating Epoch 265 valid]:
MRR: Tail : 0.49849, Head : 0.30842, Avg : 0.40346
2023-05-10 12:11:51,675 - wikidata12k_1n - [INFO] - [Epoch 265]: Training Loss: 0.00093369, Valid MRR: 0.44036,
2023-05-10 12:11:52,318 - wikidata12k_1n - [INFO] - [E:266| 0]: Train Loss:0.0009274, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:12:55,292 - wikidata12k_1n - [INFO] - [E:266| 100]: Train Loss:0.00093304, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:13:58,387 - wikidata12k_1n - [INFO] - [E:266| 200]: Train Loss:0.00093311, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:15:01,322 - wikidata12k_1n - [INFO] - [E:266| 300]: Train Loss:0.00093371, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:16:04,213 - wikidata12k_1n - [INFO] - [E:266| 400]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:17:07,119 - wikidata12k_1n - [INFO] - [E:266| 500]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:18:09,975 - wikidata12k_1n - [INFO] - [E:266| 600]: Train Loss:0.00093384, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:19:12,867 - wikidata12k_1n - [INFO] - [E:266| 700]: Train Loss:0.00093361, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:20:15,854 - wikidata12k_1n - [INFO] - [E:266| 800]: Train Loss:0.00093394, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:21:18,777 - wikidata12k_1n - [INFO] - [E:266| 900]: Train Loss:0.00093361, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:22:21,820 - wikidata12k_1n - [INFO] - [E:266| 1000]: Train Loss:0.00093391, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:23:24,727 - wikidata12k_1n - [INFO] - [E:266| 1100]: Train Loss:0.000934, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:24:27,599 - wikidata12k_1n - [INFO] - [E:266| 1200]: Train Loss:0.00093362, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:25:30,502 - wikidata12k_1n - [INFO] - [E:266| 1300]: Train Loss:0.00093366, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:26:33,491 - wikidata12k_1n - [INFO] - [E:266| 1400]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:27:36,470 - wikidata12k_1n - [INFO] - [E:266| 1500]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:28:39,465 - wikidata12k_1n - [INFO] - [E:266| 1600]: Train Loss:0.00093367, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:29:20,592 - wikidata12k_1n - [INFO] - [Epoch:266]: Training Loss:0.0009335
2023-05-10 12:29:20,809 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 12:29:42,158 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 12:29:54,519 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 12:30:16,058 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 12:30:28,304 - wikidata12k_1n - [INFO] - [Evaluating Epoch 266 valid]:
MRR: Tail : 0.50063, Head : 0.36933, Avg : 0.43498
2023-05-10 12:30:28,304 - wikidata12k_1n - [INFO] - [Epoch 266]: Training Loss: 0.00093353, Valid MRR: 0.44036,
2023-05-10 12:30:28,950 - wikidata12k_1n - [INFO] - [E:267| 0]: Train Loss:0.00092134, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:31:31,989 - wikidata12k_1n - [INFO] - [E:267| 100]: Train Loss:0.00093485, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:32:34,982 - wikidata12k_1n - [INFO] - [E:267| 200]: Train Loss:0.00093244, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:33:37,879 - wikidata12k_1n - [INFO] - [E:267| 300]: Train Loss:0.00093171, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:34:40,786 - wikidata12k_1n - [INFO] - [E:267| 400]: Train Loss:0.00093171, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:35:43,741 - wikidata12k_1n - [INFO] - [E:267| 500]: Train Loss:0.00093154, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:36:46,643 - wikidata12k_1n - [INFO] - [E:267| 600]: Train Loss:0.00093239, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:37:49,608 - wikidata12k_1n - [INFO] - [E:267| 700]: Train Loss:0.00093256, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:38:52,601 - wikidata12k_1n - [INFO] - [E:267| 800]: Train Loss:0.00093279, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:39:55,517 - wikidata12k_1n - [INFO] - [E:267| 900]: Train Loss:0.0009331, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:40:58,492 - wikidata12k_1n - [INFO] - [E:267| 1000]: Train Loss:0.00093285, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:42:01,452 - wikidata12k_1n - [INFO] - [E:267| 1100]: Train Loss:0.00093304, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:43:04,419 - wikidata12k_1n - [INFO] - [E:267| 1200]: Train Loss:0.00093344, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:44:07,267 - wikidata12k_1n - [INFO] - [E:267| 1300]: Train Loss:0.00093332, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:45:10,138 - wikidata12k_1n - [INFO] - [E:267| 1400]: Train Loss:0.00093323, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:46:13,079 - wikidata12k_1n - [INFO] - [E:267| 1500]: Train Loss:0.0009332, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:47:15,906 - wikidata12k_1n - [INFO] - [E:267| 1600]: Train Loss:0.00093323, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:47:56,991 - wikidata12k_1n - [INFO] - [Epoch:267]: Training Loss:0.0009335
2023-05-10 12:47:57,208 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 12:48:18,506 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 12:48:30,869 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 12:48:52,406 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 12:49:04,652 - wikidata12k_1n - [INFO] - [Evaluating Epoch 267 valid]:
MRR: Tail : 0.50157, Head : 0.32397, Avg : 0.41277
2023-05-10 12:49:04,652 - wikidata12k_1n - [INFO] - [Epoch 267]: Training Loss: 0.00093351, Valid MRR: 0.44036,
2023-05-10 12:49:05,297 - wikidata12k_1n - [INFO] - [E:268| 0]: Train Loss:0.00095021, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:50:08,133 - wikidata12k_1n - [INFO] - [E:268| 100]: Train Loss:0.00093284, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:51:11,025 - wikidata12k_1n - [INFO] - [E:268| 200]: Train Loss:0.00093304, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:52:13,906 - wikidata12k_1n - [INFO] - [E:268| 300]: Train Loss:0.0009325, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:53:16,717 - wikidata12k_1n - [INFO] - [E:268| 400]: Train Loss:0.00093351, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:54:19,562 - wikidata12k_1n - [INFO] - [E:268| 500]: Train Loss:0.00093274, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:55:22,441 - wikidata12k_1n - [INFO] - [E:268| 600]: Train Loss:0.00093331, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:56:25,288 - wikidata12k_1n - [INFO] - [E:268| 700]: Train Loss:0.00093319, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:57:28,270 - wikidata12k_1n - [INFO] - [E:268| 800]: Train Loss:0.00093279, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:58:31,227 - wikidata12k_1n - [INFO] - [E:268| 900]: Train Loss:0.00093266, Val MRR:0.44036, wikidata12k_1n
2023-05-10 12:59:34,145 - wikidata12k_1n - [INFO] - [E:268| 1000]: Train Loss:0.00093274, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:00:37,127 - wikidata12k_1n - [INFO] - [E:268| 1100]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:01:40,039 - wikidata12k_1n - [INFO] - [E:268| 1200]: Train Loss:0.00093277, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:02:42,997 - wikidata12k_1n - [INFO] - [E:268| 1300]: Train Loss:0.00093321, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:03:45,947 - wikidata12k_1n - [INFO] - [E:268| 1400]: Train Loss:0.00093323, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:04:48,889 - wikidata12k_1n - [INFO] - [E:268| 1500]: Train Loss:0.00093323, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:05:51,817 - wikidata12k_1n - [INFO] - [E:268| 1600]: Train Loss:0.00093312, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:06:33,082 - wikidata12k_1n - [INFO] - [Epoch:268]: Training Loss:0.0009331
2023-05-10 13:06:33,297 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 13:06:54,633 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 13:07:06,995 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 13:07:28,483 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 13:07:40,709 - wikidata12k_1n - [INFO] - [Evaluating Epoch 268 valid]:
MRR: Tail : 0.50253, Head : 0.37168, Avg : 0.4371
2023-05-10 13:07:40,709 - wikidata12k_1n - [INFO] - [Epoch 268]: Training Loss: 0.00093311, Valid MRR: 0.44036,
2023-05-10 13:07:41,351 - wikidata12k_1n - [INFO] - [E:269| 0]: Train Loss:0.00093331, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:08:44,295 - wikidata12k_1n - [INFO] - [E:269| 100]: Train Loss:0.00093483, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:09:47,172 - wikidata12k_1n - [INFO] - [E:269| 200]: Train Loss:0.00093262, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:10:50,072 - wikidata12k_1n - [INFO] - [E:269| 300]: Train Loss:0.0009328, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:11:52,938 - wikidata12k_1n - [INFO] - [E:269| 400]: Train Loss:0.00093237, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:12:55,828 - wikidata12k_1n - [INFO] - [E:269| 500]: Train Loss:0.00093277, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:13:58,808 - wikidata12k_1n - [INFO] - [E:269| 600]: Train Loss:0.00093299, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:15:01,810 - wikidata12k_1n - [INFO] - [E:269| 700]: Train Loss:0.00093322, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:16:04,637 - wikidata12k_1n - [INFO] - [E:269| 800]: Train Loss:0.0009336, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:17:07,525 - wikidata12k_1n - [INFO] - [E:269| 900]: Train Loss:0.00093351, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:18:10,423 - wikidata12k_1n - [INFO] - [E:269| 1000]: Train Loss:0.00093318, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:19:13,352 - wikidata12k_1n - [INFO] - [E:269| 1100]: Train Loss:0.00093339, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:20:16,237 - wikidata12k_1n - [INFO] - [E:269| 1200]: Train Loss:0.00093305, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:21:19,192 - wikidata12k_1n - [INFO] - [E:269| 1300]: Train Loss:0.0009331, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:22:22,160 - wikidata12k_1n - [INFO] - [E:269| 1400]: Train Loss:0.00093298, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:23:25,069 - wikidata12k_1n - [INFO] - [E:269| 1500]: Train Loss:0.0009329, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:24:28,008 - wikidata12k_1n - [INFO] - [E:269| 1600]: Train Loss:0.00093303, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:25:09,081 - wikidata12k_1n - [INFO] - [Epoch:269]: Training Loss:0.0009331
2023-05-10 13:25:09,298 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 13:25:30,605 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 13:25:42,943 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 13:26:04,440 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 13:26:16,658 - wikidata12k_1n - [INFO] - [Evaluating Epoch 269 valid]:
MRR: Tail : 0.50491, Head : 0.35495, Avg : 0.42993
MR: Tail : 785.92, Head : 923.2, Avg : 854.56
Hit-1: Tail : 0.42389, Head : 0.2552, Avg : 0.33954
Hit-3: Tail : 0.55092, Head : 0.41182, Avg : 0.48137
Hit-10: Tail : 0.65717, Head : 0.54276, Avg : 0.59996
2023-05-10 13:26:16,658 - wikidata12k_1n - [INFO] - [Epoch 269]: Training Loss: 0.00093308, Valid MRR: 0.44036,
2023-05-10 13:26:17,302 - wikidata12k_1n - [INFO] - [E:270| 0]: Train Loss:0.00093144, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:27:20,221 - wikidata12k_1n - [INFO] - [E:270| 100]: Train Loss:0.0009315, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:28:23,187 - wikidata12k_1n - [INFO] - [E:270| 200]: Train Loss:0.00093206, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:29:26,087 - wikidata12k_1n - [INFO] - [E:270| 300]: Train Loss:0.00093218, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:30:29,018 - wikidata12k_1n - [INFO] - [E:270| 400]: Train Loss:0.00093228, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:31:31,974 - wikidata12k_1n - [INFO] - [E:270| 500]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:32:34,930 - wikidata12k_1n - [INFO] - [E:270| 600]: Train Loss:0.00093273, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:33:37,835 - wikidata12k_1n - [INFO] - [E:270| 700]: Train Loss:0.00093326, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:34:40,748 - wikidata12k_1n - [INFO] - [E:270| 800]: Train Loss:0.00093319, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:35:43,653 - wikidata12k_1n - [INFO] - [E:270| 900]: Train Loss:0.00093269, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:36:46,532 - wikidata12k_1n - [INFO] - [E:270| 1000]: Train Loss:0.00093254, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:37:49,481 - wikidata12k_1n - [INFO] - [E:270| 1100]: Train Loss:0.00093293, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:38:52,396 - wikidata12k_1n - [INFO] - [E:270| 1200]: Train Loss:0.00093301, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:39:55,315 - wikidata12k_1n - [INFO] - [E:270| 1300]: Train Loss:0.00093308, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:40:58,193 - wikidata12k_1n - [INFO] - [E:270| 1400]: Train Loss:0.00093329, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:42:01,205 - wikidata12k_1n - [INFO] - [E:270| 1500]: Train Loss:0.00093333, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:43:04,173 - wikidata12k_1n - [INFO] - [E:270| 1600]: Train Loss:0.00093328, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:43:45,318 - wikidata12k_1n - [INFO] - [Epoch:270]: Training Loss:0.0009333
2023-05-10 13:43:45,534 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 13:44:06,900 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 13:44:19,261 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 13:44:40,782 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 13:44:53,028 - wikidata12k_1n - [INFO] - [Evaluating Epoch 270 valid]:
MRR: Tail : 0.50439, Head : 0.34977, Avg : 0.42708
2023-05-10 13:44:53,028 - wikidata12k_1n - [INFO] - [Epoch 270]: Training Loss: 0.00093328, Valid MRR: 0.44036,
2023-05-10 13:44:53,674 - wikidata12k_1n - [INFO] - [E:271| 0]: Train Loss:0.00091022, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:45:56,598 - wikidata12k_1n - [INFO] - [E:271| 100]: Train Loss:0.00093284, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:46:59,468 - wikidata12k_1n - [INFO] - [E:271| 200]: Train Loss:0.00093254, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:48:02,331 - wikidata12k_1n - [INFO] - [E:271| 300]: Train Loss:0.00093173, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:49:05,246 - wikidata12k_1n - [INFO] - [E:271| 400]: Train Loss:0.00093237, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:50:08,269 - wikidata12k_1n - [INFO] - [E:271| 500]: Train Loss:0.00093259, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:51:11,254 - wikidata12k_1n - [INFO] - [E:271| 600]: Train Loss:0.00093307, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:52:14,220 - wikidata12k_1n - [INFO] - [E:271| 700]: Train Loss:0.00093315, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:53:17,199 - wikidata12k_1n - [INFO] - [E:271| 800]: Train Loss:0.00093321, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:54:20,143 - wikidata12k_1n - [INFO] - [E:271| 900]: Train Loss:0.00093312, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:55:23,109 - wikidata12k_1n - [INFO] - [E:271| 1000]: Train Loss:0.00093266, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:56:25,946 - wikidata12k_1n - [INFO] - [E:271| 1100]: Train Loss:0.0009328, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:57:28,925 - wikidata12k_1n - [INFO] - [E:271| 1200]: Train Loss:0.0009329, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:58:31,948 - wikidata12k_1n - [INFO] - [E:271| 1300]: Train Loss:0.00093285, Val MRR:0.44036, wikidata12k_1n
2023-05-10 13:59:34,972 - wikidata12k_1n - [INFO] - [E:271| 1400]: Train Loss:0.00093297, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:00:37,844 - wikidata12k_1n - [INFO] - [E:271| 1500]: Train Loss:0.00093311, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:01:40,731 - wikidata12k_1n - [INFO] - [E:271| 1600]: Train Loss:0.00093314, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:02:21,859 - wikidata12k_1n - [INFO] - [Epoch:271]: Training Loss:0.0009331
2023-05-10 14:02:22,075 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 14:02:43,421 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 14:02:55,784 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 14:03:17,304 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 14:03:29,544 - wikidata12k_1n - [INFO] - [Evaluating Epoch 271 valid]:
MRR: Tail : 0.50661, Head : 0.33207, Avg : 0.41934
2023-05-10 14:03:29,544 - wikidata12k_1n - [INFO] - [Epoch 271]: Training Loss: 0.00093305, Valid MRR: 0.44036,
2023-05-10 14:03:30,189 - wikidata12k_1n - [INFO] - [E:272| 0]: Train Loss:0.00096549, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:04:33,103 - wikidata12k_1n - [INFO] - [E:272| 100]: Train Loss:0.0009324, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:05:36,059 - wikidata12k_1n - [INFO] - [E:272| 200]: Train Loss:0.00093047, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:06:39,054 - wikidata12k_1n - [INFO] - [E:272| 300]: Train Loss:0.00093185, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:07:42,056 - wikidata12k_1n - [INFO] - [E:272| 400]: Train Loss:0.00093225, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:08:44,921 - wikidata12k_1n - [INFO] - [E:272| 500]: Train Loss:0.00093158, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:09:47,878 - wikidata12k_1n - [INFO] - [E:272| 600]: Train Loss:0.00093154, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:10:50,791 - wikidata12k_1n - [INFO] - [E:272| 700]: Train Loss:0.00093152, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:11:53,755 - wikidata12k_1n - [INFO] - [E:272| 800]: Train Loss:0.00093162, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:12:56,698 - wikidata12k_1n - [INFO] - [E:272| 900]: Train Loss:0.00093171, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:13:59,616 - wikidata12k_1n - [INFO] - [E:272| 1000]: Train Loss:0.00093217, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:15:02,579 - wikidata12k_1n - [INFO] - [E:272| 1100]: Train Loss:0.0009323, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:16:05,540 - wikidata12k_1n - [INFO] - [E:272| 1200]: Train Loss:0.00093252, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:17:08,430 - wikidata12k_1n - [INFO] - [E:272| 1300]: Train Loss:0.00093235, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:18:11,227 - wikidata12k_1n - [INFO] - [E:272| 1400]: Train Loss:0.00093245, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:19:14,021 - wikidata12k_1n - [INFO] - [E:272| 1500]: Train Loss:0.0009327, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:20:16,820 - wikidata12k_1n - [INFO] - [E:272| 1600]: Train Loss:0.00093299, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:20:57,835 - wikidata12k_1n - [INFO] - [Epoch:272]: Training Loss:0.0009329
2023-05-10 14:20:58,050 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 14:21:19,316 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 14:21:31,637 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 14:21:53,084 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 14:22:05,288 - wikidata12k_1n - [INFO] - [Evaluating Epoch 272 valid]:
MRR: Tail : 0.49613, Head : 0.32124, Avg : 0.40868
2023-05-10 14:22:05,288 - wikidata12k_1n - [INFO] - [Epoch 272]: Training Loss: 0.0009329, Valid MRR: 0.44036,
2023-05-10 14:22:05,931 - wikidata12k_1n - [INFO] - [E:273| 0]: Train Loss:0.00091704, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:23:08,723 - wikidata12k_1n - [INFO] - [E:273| 100]: Train Loss:0.00093365, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:24:11,595 - wikidata12k_1n - [INFO] - [E:273| 200]: Train Loss:0.00093428, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:25:14,551 - wikidata12k_1n - [INFO] - [E:273| 300]: Train Loss:0.00093453, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:26:17,461 - wikidata12k_1n - [INFO] - [E:273| 400]: Train Loss:0.00093313, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:27:20,428 - wikidata12k_1n - [INFO] - [E:273| 500]: Train Loss:0.00093283, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:28:23,264 - wikidata12k_1n - [INFO] - [E:273| 600]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:29:26,062 - wikidata12k_1n - [INFO] - [E:273| 700]: Train Loss:0.00093213, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:30:28,944 - wikidata12k_1n - [INFO] - [E:273| 800]: Train Loss:0.00093229, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:31:31,793 - wikidata12k_1n - [INFO] - [E:273| 900]: Train Loss:0.00093221, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:32:34,718 - wikidata12k_1n - [INFO] - [E:273| 1000]: Train Loss:0.00093263, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:33:37,505 - wikidata12k_1n - [INFO] - [E:273| 1100]: Train Loss:0.00093243, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:34:40,419 - wikidata12k_1n - [INFO] - [E:273| 1200]: Train Loss:0.00093226, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:35:43,328 - wikidata12k_1n - [INFO] - [E:273| 1300]: Train Loss:0.00093261, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:36:46,283 - wikidata12k_1n - [INFO] - [E:273| 1400]: Train Loss:0.000933, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:37:49,154 - wikidata12k_1n - [INFO] - [E:273| 1500]: Train Loss:0.00093322, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:38:52,023 - wikidata12k_1n - [INFO] - [E:273| 1600]: Train Loss:0.0009333, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:39:33,125 - wikidata12k_1n - [INFO] - [Epoch:273]: Training Loss:0.0009332
2023-05-10 14:39:33,341 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 14:39:54,653 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 14:40:06,984 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 14:40:28,453 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 14:40:40,672 - wikidata12k_1n - [INFO] - [Evaluating Epoch 273 valid]:
MRR: Tail : 0.49871, Head : 0.35361, Avg : 0.42616
2023-05-10 14:40:40,672 - wikidata12k_1n - [INFO] - [Epoch 273]: Training Loss: 0.00093316, Valid MRR: 0.44036,
2023-05-10 14:40:41,314 - wikidata12k_1n - [INFO] - [E:274| 0]: Train Loss:0.00093033, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:41:44,171 - wikidata12k_1n - [INFO] - [E:274| 100]: Train Loss:0.0009349, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:42:47,257 - wikidata12k_1n - [INFO] - [E:274| 200]: Train Loss:0.00093329, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:43:50,252 - wikidata12k_1n - [INFO] - [E:274| 300]: Train Loss:0.00093396, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:44:53,206 - wikidata12k_1n - [INFO] - [E:274| 400]: Train Loss:0.00093328, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:45:56,180 - wikidata12k_1n - [INFO] - [E:274| 500]: Train Loss:0.00093305, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:46:59,174 - wikidata12k_1n - [INFO] - [E:274| 600]: Train Loss:0.00093259, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:48:02,244 - wikidata12k_1n - [INFO] - [E:274| 700]: Train Loss:0.00093294, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:49:05,316 - wikidata12k_1n - [INFO] - [E:274| 800]: Train Loss:0.00093321, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:50:08,312 - wikidata12k_1n - [INFO] - [E:274| 900]: Train Loss:0.00093287, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:51:11,333 - wikidata12k_1n - [INFO] - [E:274| 1000]: Train Loss:0.00093278, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:52:14,381 - wikidata12k_1n - [INFO] - [E:274| 1100]: Train Loss:0.00093262, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:53:17,390 - wikidata12k_1n - [INFO] - [E:274| 1200]: Train Loss:0.00093274, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:54:20,401 - wikidata12k_1n - [INFO] - [E:274| 1300]: Train Loss:0.00093281, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:55:23,336 - wikidata12k_1n - [INFO] - [E:274| 1400]: Train Loss:0.00093269, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:56:26,264 - wikidata12k_1n - [INFO] - [E:274| 1500]: Train Loss:0.00093273, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:57:29,211 - wikidata12k_1n - [INFO] - [E:274| 1600]: Train Loss:0.00093263, Val MRR:0.44036, wikidata12k_1n
2023-05-10 14:58:10,343 - wikidata12k_1n - [INFO] - [Epoch:274]: Training Loss:0.0009326
2023-05-10 14:58:10,558 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 14:58:31,879 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 14:58:44,240 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 14:59:05,740 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 14:59:17,964 - wikidata12k_1n - [INFO] - [Evaluating Epoch 274 valid]:
MRR: Tail : 0.50189, Head : 0.37381, Avg : 0.43785
2023-05-10 14:59:17,964 - wikidata12k_1n - [INFO] - [Epoch 274]: Training Loss: 0.00093264, Valid MRR: 0.44036,
2023-05-10 14:59:18,608 - wikidata12k_1n - [INFO] - [E:275| 0]: Train Loss:0.00097664, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:00:21,716 - wikidata12k_1n - [INFO] - [E:275| 100]: Train Loss:0.00093417, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:01:24,696 - wikidata12k_1n - [INFO] - [E:275| 200]: Train Loss:0.0009323, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:02:27,658 - wikidata12k_1n - [INFO] - [E:275| 300]: Train Loss:0.00093273, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:03:30,591 - wikidata12k_1n - [INFO] - [E:275| 400]: Train Loss:0.00093321, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:04:33,530 - wikidata12k_1n - [INFO] - [E:275| 500]: Train Loss:0.00093252, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:05:36,458 - wikidata12k_1n - [INFO] - [E:275| 600]: Train Loss:0.00093266, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:06:39,419 - wikidata12k_1n - [INFO] - [E:275| 700]: Train Loss:0.00093226, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:07:42,384 - wikidata12k_1n - [INFO] - [E:275| 800]: Train Loss:0.00093232, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:08:45,378 - wikidata12k_1n - [INFO] - [E:275| 900]: Train Loss:0.00093211, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:09:48,486 - wikidata12k_1n - [INFO] - [E:275| 1000]: Train Loss:0.00093203, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:10:51,424 - wikidata12k_1n - [INFO] - [E:275| 1100]: Train Loss:0.00093218, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:11:54,392 - wikidata12k_1n - [INFO] - [E:275| 1200]: Train Loss:0.00093251, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:12:57,362 - wikidata12k_1n - [INFO] - [E:275| 1300]: Train Loss:0.00093253, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:14:00,327 - wikidata12k_1n - [INFO] - [E:275| 1400]: Train Loss:0.00093258, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:15:03,315 - wikidata12k_1n - [INFO] - [E:275| 1500]: Train Loss:0.00093272, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:16:06,282 - wikidata12k_1n - [INFO] - [E:275| 1600]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:16:47,405 - wikidata12k_1n - [INFO] - [Epoch:275]: Training Loss:0.0009326
2023-05-10 15:16:47,626 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 15:17:08,972 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 15:17:21,345 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 15:17:42,849 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 15:17:55,075 - wikidata12k_1n - [INFO] - [Evaluating Epoch 275 valid]:
MRR: Tail : 0.49333, Head : 0.35128, Avg : 0.42231
2023-05-10 15:17:55,075 - wikidata12k_1n - [INFO] - [Epoch 275]: Training Loss: 0.0009326, Valid MRR: 0.44036,
2023-05-10 15:17:55,721 - wikidata12k_1n - [INFO] - [E:276| 0]: Train Loss:0.00093723, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:18:58,763 - wikidata12k_1n - [INFO] - [E:276| 100]: Train Loss:0.00093467, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:20:01,670 - wikidata12k_1n - [INFO] - [E:276| 200]: Train Loss:0.00093393, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:21:04,592 - wikidata12k_1n - [INFO] - [E:276| 300]: Train Loss:0.00093359, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:22:07,419 - wikidata12k_1n - [INFO] - [E:276| 400]: Train Loss:0.00093302, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:23:10,251 - wikidata12k_1n - [INFO] - [E:276| 500]: Train Loss:0.00093254, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:24:13,127 - wikidata12k_1n - [INFO] - [E:276| 600]: Train Loss:0.00093236, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:25:16,113 - wikidata12k_1n - [INFO] - [E:276| 700]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:26:19,030 - wikidata12k_1n - [INFO] - [E:276| 800]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:27:22,036 - wikidata12k_1n - [INFO] - [E:276| 900]: Train Loss:0.00093279, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:28:25,053 - wikidata12k_1n - [INFO] - [E:276| 1000]: Train Loss:0.00093257, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:29:27,959 - wikidata12k_1n - [INFO] - [E:276| 1100]: Train Loss:0.00093224, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:30:31,972 - wikidata12k_1n - [INFO] - [E:276| 1200]: Train Loss:0.00093198, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:31:36,376 - wikidata12k_1n - [INFO] - [E:276| 1300]: Train Loss:0.00093218, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:32:40,811 - wikidata12k_1n - [INFO] - [E:276| 1400]: Train Loss:0.00093231, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:33:44,974 - wikidata12k_1n - [INFO] - [E:276| 1500]: Train Loss:0.00093256, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:34:49,312 - wikidata12k_1n - [INFO] - [E:276| 1600]: Train Loss:0.00093254, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:35:31,280 - wikidata12k_1n - [INFO] - [Epoch:276]: Training Loss:0.0009326
2023-05-10 15:35:31,500 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 15:35:53,063 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 15:36:05,638 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 15:36:27,556 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 15:36:39,982 - wikidata12k_1n - [INFO] - [Evaluating Epoch 276 valid]:
MRR: Tail : 0.50219, Head : 0.37212, Avg : 0.43716
2023-05-10 15:36:39,982 - wikidata12k_1n - [INFO] - [Epoch 276]: Training Loss: 0.00093261, Valid MRR: 0.44036,
2023-05-10 15:36:40,653 - wikidata12k_1n - [INFO] - [E:277| 0]: Train Loss:0.00091538, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:37:44,911 - wikidata12k_1n - [INFO] - [E:277| 100]: Train Loss:0.00093442, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:38:49,234 - wikidata12k_1n - [INFO] - [E:277| 200]: Train Loss:0.00093151, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:39:53,513 - wikidata12k_1n - [INFO] - [E:277| 300]: Train Loss:0.00093225, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:40:57,876 - wikidata12k_1n - [INFO] - [E:277| 400]: Train Loss:0.00093251, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:42:02,530 - wikidata12k_1n - [INFO] - [E:277| 500]: Train Loss:0.00093237, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:43:06,925 - wikidata12k_1n - [INFO] - [E:277| 600]: Train Loss:0.00093246, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:44:11,188 - wikidata12k_1n - [INFO] - [E:277| 700]: Train Loss:0.00093237, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:45:14,287 - wikidata12k_1n - [INFO] - [E:277| 800]: Train Loss:0.00093287, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:46:17,258 - wikidata12k_1n - [INFO] - [E:277| 900]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:47:20,218 - wikidata12k_1n - [INFO] - [E:277| 1000]: Train Loss:0.00093266, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:48:23,165 - wikidata12k_1n - [INFO] - [E:277| 1100]: Train Loss:0.00093222, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:49:26,130 - wikidata12k_1n - [INFO] - [E:277| 1200]: Train Loss:0.00093215, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:50:28,985 - wikidata12k_1n - [INFO] - [E:277| 1300]: Train Loss:0.00093231, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:51:31,859 - wikidata12k_1n - [INFO] - [E:277| 1400]: Train Loss:0.00093229, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:52:34,785 - wikidata12k_1n - [INFO] - [E:277| 1500]: Train Loss:0.00093243, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:53:37,750 - wikidata12k_1n - [INFO] - [E:277| 1600]: Train Loss:0.00093243, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:54:18,889 - wikidata12k_1n - [INFO] - [Epoch:277]: Training Loss:0.0009326
2023-05-10 15:54:19,107 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 15:54:40,430 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 15:54:52,782 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 15:55:14,276 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 15:55:26,503 - wikidata12k_1n - [INFO] - [Evaluating Epoch 277 valid]:
MRR: Tail : 0.50185, Head : 0.35361, Avg : 0.42773
2023-05-10 15:55:26,503 - wikidata12k_1n - [INFO] - [Epoch 277]: Training Loss: 0.00093257, Valid MRR: 0.44036,
2023-05-10 15:55:27,147 - wikidata12k_1n - [INFO] - [E:278| 0]: Train Loss:0.00090982, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:56:30,082 - wikidata12k_1n - [INFO] - [E:278| 100]: Train Loss:0.00092859, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:57:33,044 - wikidata12k_1n - [INFO] - [E:278| 200]: Train Loss:0.00093135, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:58:36,001 - wikidata12k_1n - [INFO] - [E:278| 300]: Train Loss:0.00093156, Val MRR:0.44036, wikidata12k_1n
2023-05-10 15:59:38,957 - wikidata12k_1n - [INFO] - [E:278| 400]: Train Loss:0.00093196, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:00:41,908 - wikidata12k_1n - [INFO] - [E:278| 500]: Train Loss:0.00093171, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:01:44,870 - wikidata12k_1n - [INFO] - [E:278| 600]: Train Loss:0.00093192, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:02:47,886 - wikidata12k_1n - [INFO] - [E:278| 700]: Train Loss:0.000932, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:03:50,854 - wikidata12k_1n - [INFO] - [E:278| 800]: Train Loss:0.00093204, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:04:53,794 - wikidata12k_1n - [INFO] - [E:278| 900]: Train Loss:0.00093177, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:05:56,779 - wikidata12k_1n - [INFO] - [E:278| 1000]: Train Loss:0.00093206, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:06:59,774 - wikidata12k_1n - [INFO] - [E:278| 1100]: Train Loss:0.00093231, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:08:02,726 - wikidata12k_1n - [INFO] - [E:278| 1200]: Train Loss:0.0009324, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:09:05,720 - wikidata12k_1n - [INFO] - [E:278| 1300]: Train Loss:0.00093244, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:10:08,732 - wikidata12k_1n - [INFO] - [E:278| 1400]: Train Loss:0.00093251, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:11:11,724 - wikidata12k_1n - [INFO] - [E:278| 1500]: Train Loss:0.0009326, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:12:14,720 - wikidata12k_1n - [INFO] - [E:278| 1600]: Train Loss:0.00093246, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:12:55,834 - wikidata12k_1n - [INFO] - [Epoch:278]: Training Loss:0.0009326
2023-05-10 16:12:56,050 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 16:13:17,384 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 16:13:29,739 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 16:13:51,259 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 16:14:03,490 - wikidata12k_1n - [INFO] - [Evaluating Epoch 278 valid]:
MRR: Tail : 0.51126, Head : 0.36777, Avg : 0.43952
2023-05-10 16:14:03,491 - wikidata12k_1n - [INFO] - [Epoch 278]: Training Loss: 0.00093259, Valid MRR: 0.44036,
2023-05-10 16:14:04,136 - wikidata12k_1n - [INFO] - [E:279| 0]: Train Loss:0.00092336, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:15:07,188 - wikidata12k_1n - [INFO] - [E:279| 100]: Train Loss:0.0009289, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:16:10,169 - wikidata12k_1n - [INFO] - [E:279| 200]: Train Loss:0.00093099, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:17:13,097 - wikidata12k_1n - [INFO] - [E:279| 300]: Train Loss:0.00093174, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:18:16,077 - wikidata12k_1n - [INFO] - [E:279| 400]: Train Loss:0.00093222, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:19:19,004 - wikidata12k_1n - [INFO] - [E:279| 500]: Train Loss:0.00093204, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:20:22,051 - wikidata12k_1n - [INFO] - [E:279| 600]: Train Loss:0.0009323, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:21:25,035 - wikidata12k_1n - [INFO] - [E:279| 700]: Train Loss:0.0009322, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:22:27,977 - wikidata12k_1n - [INFO] - [E:279| 800]: Train Loss:0.00093236, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:23:30,946 - wikidata12k_1n - [INFO] - [E:279| 900]: Train Loss:0.00093227, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:24:33,934 - wikidata12k_1n - [INFO] - [E:279| 1000]: Train Loss:0.00093227, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:25:38,242 - wikidata12k_1n - [INFO] - [E:279| 1100]: Train Loss:0.00093255, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:26:42,585 - wikidata12k_1n - [INFO] - [E:279| 1200]: Train Loss:0.00093268, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:27:47,094 - wikidata12k_1n - [INFO] - [E:279| 1300]: Train Loss:0.00093269, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:28:51,465 - wikidata12k_1n - [INFO] - [E:279| 1400]: Train Loss:0.00093269, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:29:55,800 - wikidata12k_1n - [INFO] - [E:279| 1500]: Train Loss:0.00093283, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:31:00,334 - wikidata12k_1n - [INFO] - [E:279| 1600]: Train Loss:0.00093268, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:31:42,520 - wikidata12k_1n - [INFO] - [Epoch:279]: Training Loss:0.0009327
2023-05-10 16:31:42,743 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 16:32:04,303 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 16:32:16,833 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 16:32:38,761 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 16:32:51,246 - wikidata12k_1n - [INFO] - [Evaluating Epoch 279 valid]:
MRR: Tail : 0.50394, Head : 0.35933, Avg : 0.43164
MR: Tail : 787.85, Head : 926.37, Avg : 857.11
Hit-1: Tail : 0.42072, Head : 0.25233, Avg : 0.33653
Hit-3: Tail : 0.55359, Head : 0.42528, Avg : 0.48943
Hit-10: Tail : 0.65533, Head : 0.55394, Avg : 0.60464
2023-05-10 16:32:51,246 - wikidata12k_1n - [INFO] - [Epoch 279]: Training Loss: 0.00093269, Valid MRR: 0.44036,
2023-05-10 16:32:51,937 - wikidata12k_1n - [INFO] - [E:280| 0]: Train Loss:0.0010153, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:33:56,251 - wikidata12k_1n - [INFO] - [E:280| 100]: Train Loss:0.00093714, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:35:00,768 - wikidata12k_1n - [INFO] - [E:280| 200]: Train Loss:0.00093273, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:36:05,112 - wikidata12k_1n - [INFO] - [E:280| 300]: Train Loss:0.00093161, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:37:09,538 - wikidata12k_1n - [INFO] - [E:280| 400]: Train Loss:0.00093229, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:38:13,804 - wikidata12k_1n - [INFO] - [E:280| 500]: Train Loss:0.00093212, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:39:17,598 - wikidata12k_1n - [INFO] - [E:280| 600]: Train Loss:0.00093255, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:40:20,541 - wikidata12k_1n - [INFO] - [E:280| 700]: Train Loss:0.00093227, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:41:23,431 - wikidata12k_1n - [INFO] - [E:280| 800]: Train Loss:0.00093231, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:42:26,319 - wikidata12k_1n - [INFO] - [E:280| 900]: Train Loss:0.00093207, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:43:29,274 - wikidata12k_1n - [INFO] - [E:280| 1000]: Train Loss:0.00093192, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:44:32,258 - wikidata12k_1n - [INFO] - [E:280| 1100]: Train Loss:0.00093184, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:45:35,247 - wikidata12k_1n - [INFO] - [E:280| 1200]: Train Loss:0.00093166, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:46:38,226 - wikidata12k_1n - [INFO] - [E:280| 1300]: Train Loss:0.00093187, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:47:41,277 - wikidata12k_1n - [INFO] - [E:280| 1400]: Train Loss:0.0009319, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:48:44,181 - wikidata12k_1n - [INFO] - [E:280| 1500]: Train Loss:0.00093214, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:49:47,092 - wikidata12k_1n - [INFO] - [E:280| 1600]: Train Loss:0.00093218, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:50:28,189 - wikidata12k_1n - [INFO] - [Epoch:280]: Training Loss:0.0009324
2023-05-10 16:50:28,407 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 16:50:49,739 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 16:51:02,091 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 16:51:23,594 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 16:51:35,834 - wikidata12k_1n - [INFO] - [Evaluating Epoch 280 valid]:
MRR: Tail : 0.50737, Head : 0.34447, Avg : 0.42592
2023-05-10 16:51:35,834 - wikidata12k_1n - [INFO] - [Epoch 280]: Training Loss: 0.00093237, Valid MRR: 0.44036,
2023-05-10 16:51:36,479 - wikidata12k_1n - [INFO] - [E:281| 0]: Train Loss:0.00091266, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:52:24,318 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False}
2023-05-10 16:52:39,188 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 16:52:39,456 - wikidata12k_1n - [INFO] - [E:281| 100]: Train Loss:0.00093014, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:53:37,911 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 16:53:42,401 - wikidata12k_1n - [INFO] - [E:281| 200]: Train Loss:0.00093001, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:54:07,642 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n
2023-05-10 16:54:45,388 - wikidata12k_1n - [INFO] - [E:281| 300]: Train Loss:0.00093123, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:55:06,734 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n
2023-05-10 16:55:36,152 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.47417, Head : 0.32787, Avg : 0.40102
MR: Tail : 925.36, Head : 1024.5, Avg : 974.94
Hit-1: Tail : 0.38685, Head : 0.23948, Avg : 0.31316
Hit-3: Tail : 0.53194, Head : 0.36288, Avg : 0.44741
Hit-10: Tail : 0.63266, Head : 0.51212, Avg : 0.57239
2023-05-10 16:55:48,351 - wikidata12k_1n - [INFO] - [E:281| 400]: Train Loss:0.00093097, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:56:51,361 - wikidata12k_1n - [INFO] - [E:281| 500]: Train Loss:0.0009309, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:57:54,430 - wikidata12k_1n - [INFO] - [E:281| 600]: Train Loss:0.00093094, Val MRR:0.44036, wikidata12k_1n
2023-05-10 16:58:57,419 - wikidata12k_1n - [INFO] - [E:281| 700]: Train Loss:0.00093089, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:00:00,411 - wikidata12k_1n - [INFO] - [E:281| 800]: Train Loss:0.00093118, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:01:03,394 - wikidata12k_1n - [INFO] - [E:281| 900]: Train Loss:0.00093172, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:02:06,385 - wikidata12k_1n - [INFO] - [E:281| 1000]: Train Loss:0.00093213, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:03:09,347 - wikidata12k_1n - [INFO] - [E:281| 1100]: Train Loss:0.00093233, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:04:12,362 - wikidata12k_1n - [INFO] - [E:281| 1200]: Train Loss:0.00093228, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:05:15,377 - wikidata12k_1n - [INFO] - [E:281| 1300]: Train Loss:0.00093255, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:06:18,437 - wikidata12k_1n - [INFO] - [E:281| 1400]: Train Loss:0.00093255, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:07:21,365 - wikidata12k_1n - [INFO] - [E:281| 1500]: Train Loss:0.00093267, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:08:24,320 - wikidata12k_1n - [INFO] - [E:281| 1600]: Train Loss:0.00093272, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:09:05,474 - wikidata12k_1n - [INFO] - [Epoch:281]: Training Loss:0.0009328
2023-05-10 17:09:05,690 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 17:09:27,040 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 17:09:39,418 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 17:10:00,939 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 17:10:13,184 - wikidata12k_1n - [INFO] - [Evaluating Epoch 281 valid]:
MRR: Tail : 0.5057, Head : 0.37275, Avg : 0.43922
2023-05-10 17:10:13,185 - wikidata12k_1n - [INFO] - [Epoch 281]: Training Loss: 0.00093279, Valid MRR: 0.44036,
2023-05-10 17:10:13,829 - wikidata12k_1n - [INFO] - [E:282| 0]: Train Loss:0.00091697, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:11:16,809 - wikidata12k_1n - [INFO] - [E:282| 100]: Train Loss:0.00093209, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:12:19,817 - wikidata12k_1n - [INFO] - [E:282| 200]: Train Loss:0.00093084, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:13:22,795 - wikidata12k_1n - [INFO] - [E:282| 300]: Train Loss:0.00093136, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:14:25,715 - wikidata12k_1n - [INFO] - [E:282| 400]: Train Loss:0.00093116, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:15:28,753 - wikidata12k_1n - [INFO] - [E:282| 500]: Train Loss:0.00093097, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:16:31,715 - wikidata12k_1n - [INFO] - [E:282| 600]: Train Loss:0.00093163, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:17:34,567 - wikidata12k_1n - [INFO] - [E:282| 700]: Train Loss:0.00093149, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:18:37,521 - wikidata12k_1n - [INFO] - [E:282| 800]: Train Loss:0.00093161, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:19:40,815 - wikidata12k_1n - [INFO] - [E:282| 900]: Train Loss:0.00093175, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:20:45,189 - wikidata12k_1n - [INFO] - [E:282| 1000]: Train Loss:0.00093228, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:21:49,617 - wikidata12k_1n - [INFO] - [E:282| 1100]: Train Loss:0.00093249, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:22:53,989 - wikidata12k_1n - [INFO] - [E:282| 1200]: Train Loss:0.00093253, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:23:58,472 - wikidata12k_1n - [INFO] - [E:282| 1300]: Train Loss:0.00093234, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:25:02,759 - wikidata12k_1n - [INFO] - [E:282| 1400]: Train Loss:0.0009322, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:26:06,914 - wikidata12k_1n - [INFO] - [E:282| 1500]: Train Loss:0.00093234, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:27:11,361 - wikidata12k_1n - [INFO] - [E:282| 1600]: Train Loss:0.00093234, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:27:53,354 - wikidata12k_1n - [INFO] - [Epoch:282]: Training Loss:0.0009324
2023-05-10 17:27:53,575 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 17:28:15,151 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 17:28:27,624 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 17:28:49,452 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 17:29:01,874 - wikidata12k_1n - [INFO] - [Evaluating Epoch 282 valid]:
MRR: Tail : 0.49834, Head : 0.37273, Avg : 0.43554
2023-05-10 17:29:01,874 - wikidata12k_1n - [INFO] - [Epoch 282]: Training Loss: 0.00093236, Valid MRR: 0.44036,
2023-05-10 17:29:02,541 - wikidata12k_1n - [INFO] - [E:283| 0]: Train Loss:0.00091853, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:30:07,010 - wikidata12k_1n - [INFO] - [E:283| 100]: Train Loss:0.00093329, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:31:11,374 - wikidata12k_1n - [INFO] - [E:283| 200]: Train Loss:0.00093147, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:32:15,626 - wikidata12k_1n - [INFO] - [E:283| 300]: Train Loss:0.00093174, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:33:20,052 - wikidata12k_1n - [INFO] - [E:283| 400]: Train Loss:0.00093153, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:34:23,732 - wikidata12k_1n - [INFO] - [E:283| 500]: Train Loss:0.00093128, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:35:26,733 - wikidata12k_1n - [INFO] - [E:283| 600]: Train Loss:0.00093166, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:36:29,640 - wikidata12k_1n - [INFO] - [E:283| 700]: Train Loss:0.00093177, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:37:32,483 - wikidata12k_1n - [INFO] - [E:283| 800]: Train Loss:0.00093146, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:38:35,362 - wikidata12k_1n - [INFO] - [E:283| 900]: Train Loss:0.00093184, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:39:38,187 - wikidata12k_1n - [INFO] - [E:283| 1000]: Train Loss:0.00093177, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:40:41,174 - wikidata12k_1n - [INFO] - [E:283| 1100]: Train Loss:0.00093195, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:41:44,189 - wikidata12k_1n - [INFO] - [E:283| 1200]: Train Loss:0.00093201, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:42:47,147 - wikidata12k_1n - [INFO] - [E:283| 1300]: Train Loss:0.00093216, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:43:50,123 - wikidata12k_1n - [INFO] - [E:283| 1400]: Train Loss:0.00093206, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:44:53,099 - wikidata12k_1n - [INFO] - [E:283| 1500]: Train Loss:0.00093216, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:45:55,976 - wikidata12k_1n - [INFO] - [E:283| 1600]: Train Loss:0.00093223, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:46:37,095 - wikidata12k_1n - [INFO] - [Epoch:283]: Training Loss:0.0009322
2023-05-10 17:46:37,312 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 17:46:58,635 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 17:47:10,982 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 17:47:32,491 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 17:47:44,742 - wikidata12k_1n - [INFO] - [Evaluating Epoch 283 valid]:
MRR: Tail : 0.50655, Head : 0.36276, Avg : 0.43465
2023-05-10 17:47:44,742 - wikidata12k_1n - [INFO] - [Epoch 283]: Training Loss: 0.0009322, Valid MRR: 0.44036,
2023-05-10 17:47:45,385 - wikidata12k_1n - [INFO] - [E:284| 0]: Train Loss:0.0009236, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:48:48,351 - wikidata12k_1n - [INFO] - [E:284| 100]: Train Loss:0.00093316, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:49:51,332 - wikidata12k_1n - [INFO] - [E:284| 200]: Train Loss:0.00093252, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:50:54,399 - wikidata12k_1n - [INFO] - [E:284| 300]: Train Loss:0.00093233, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:51:57,327 - wikidata12k_1n - [INFO] - [E:284| 400]: Train Loss:0.00093155, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:53:00,281 - wikidata12k_1n - [INFO] - [E:284| 500]: Train Loss:0.00093147, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:54:03,214 - wikidata12k_1n - [INFO] - [E:284| 600]: Train Loss:0.00093163, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:55:06,190 - wikidata12k_1n - [INFO] - [E:284| 700]: Train Loss:0.00093209, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:56:09,177 - wikidata12k_1n - [INFO] - [E:284| 800]: Train Loss:0.00093214, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:57:12,101 - wikidata12k_1n - [INFO] - [E:284| 900]: Train Loss:0.00093232, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:58:14,993 - wikidata12k_1n - [INFO] - [E:284| 1000]: Train Loss:0.00093235, Val MRR:0.44036, wikidata12k_1n
2023-05-10 17:59:18,025 - wikidata12k_1n - [INFO] - [E:284| 1100]: Train Loss:0.00093242, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:00:21,038 - wikidata12k_1n - [INFO] - [E:284| 1200]: Train Loss:0.00093215, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:01:24,026 - wikidata12k_1n - [INFO] - [E:284| 1300]: Train Loss:0.00093218, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:02:27,025 - wikidata12k_1n - [INFO] - [E:284| 1400]: Train Loss:0.00093215, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:03:29,976 - wikidata12k_1n - [INFO] - [E:284| 1500]: Train Loss:0.00093222, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:04:32,955 - wikidata12k_1n - [INFO] - [E:284| 1600]: Train Loss:0.00093221, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:05:14,101 - wikidata12k_1n - [INFO] - [Epoch:284]: Training Loss:0.0009322
2023-05-10 18:05:14,317 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 18:05:35,667 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 18:05:48,027 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 18:06:09,555 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 18:06:21,798 - wikidata12k_1n - [INFO] - [Evaluating Epoch 284 valid]:
MRR: Tail : 0.50742, Head : 0.35843, Avg : 0.43293
2023-05-10 18:06:21,798 - wikidata12k_1n - [INFO] - [Epoch 284]: Training Loss: 0.0009322, Valid MRR: 0.44036,
2023-05-10 18:06:22,446 - wikidata12k_1n - [INFO] - [E:285| 0]: Train Loss:0.00093098, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:07:25,430 - wikidata12k_1n - [INFO] - [E:285| 100]: Train Loss:0.00093338, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:08:28,522 - wikidata12k_1n - [INFO] - [E:285| 200]: Train Loss:0.00093268, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:09:31,482 - wikidata12k_1n - [INFO] - [E:285| 300]: Train Loss:0.00093408, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:10:34,452 - wikidata12k_1n - [INFO] - [E:285| 400]: Train Loss:0.00093405, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:11:37,472 - wikidata12k_1n - [INFO] - [E:285| 500]: Train Loss:0.00093373, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:12:40,455 - wikidata12k_1n - [INFO] - [E:285| 600]: Train Loss:0.00093362, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:13:43,368 - wikidata12k_1n - [INFO] - [E:285| 700]: Train Loss:0.00093366, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:14:47,491 - wikidata12k_1n - [INFO] - [E:285| 800]: Train Loss:0.00093362, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:15:51,905 - wikidata12k_1n - [INFO] - [E:285| 900]: Train Loss:0.00093358, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:16:56,367 - wikidata12k_1n - [INFO] - [E:285| 1000]: Train Loss:0.00093372, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:18:00,707 - wikidata12k_1n - [INFO] - [E:285| 1100]: Train Loss:0.00093349, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:19:05,099 - wikidata12k_1n - [INFO] - [E:285| 1200]: Train Loss:0.00093317, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:20:09,407 - wikidata12k_1n - [INFO] - [E:285| 1300]: Train Loss:0.0009331, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:21:13,686 - wikidata12k_1n - [INFO] - [E:285| 1400]: Train Loss:0.0009329, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:22:17,968 - wikidata12k_1n - [INFO] - [E:285| 1500]: Train Loss:0.00093269, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:23:22,381 - wikidata12k_1n - [INFO] - [E:285| 1600]: Train Loss:0.0009328, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:24:04,436 - wikidata12k_1n - [INFO] - [Epoch:285]: Training Loss:0.0009326
2023-05-10 18:24:04,659 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 18:24:26,216 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 18:24:38,714 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 18:25:00,672 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 18:25:13,110 - wikidata12k_1n - [INFO] - [Evaluating Epoch 285 valid]:
MRR: Tail : 0.50591, Head : 0.37232, Avg : 0.43911
2023-05-10 18:25:13,110 - wikidata12k_1n - [INFO] - [Epoch 285]: Training Loss: 0.00093261, Valid MRR: 0.44036,
2023-05-10 18:25:13,778 - wikidata12k_1n - [INFO] - [E:286| 0]: Train Loss:0.00091809, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:26:18,159 - wikidata12k_1n - [INFO] - [E:286| 100]: Train Loss:0.00093104, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:27:22,492 - wikidata12k_1n - [INFO] - [E:286| 200]: Train Loss:0.00093209, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:28:26,599 - wikidata12k_1n - [INFO] - [E:286| 300]: Train Loss:0.00093153, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:29:29,523 - wikidata12k_1n - [INFO] - [E:286| 400]: Train Loss:0.0009315, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:30:32,493 - wikidata12k_1n - [INFO] - [E:286| 500]: Train Loss:0.00093155, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:31:35,471 - wikidata12k_1n - [INFO] - [E:286| 600]: Train Loss:0.00093183, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:32:38,402 - wikidata12k_1n - [INFO] - [E:286| 700]: Train Loss:0.00093202, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:33:41,377 - wikidata12k_1n - [INFO] - [E:286| 800]: Train Loss:0.00093224, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:34:44,397 - wikidata12k_1n - [INFO] - [E:286| 900]: Train Loss:0.00093225, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:35:47,338 - wikidata12k_1n - [INFO] - [E:286| 1000]: Train Loss:0.00093214, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:36:50,225 - wikidata12k_1n - [INFO] - [E:286| 1100]: Train Loss:0.00093219, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:37:53,121 - wikidata12k_1n - [INFO] - [E:286| 1200]: Train Loss:0.00093221, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:38:56,021 - wikidata12k_1n - [INFO] - [E:286| 1300]: Train Loss:0.00093217, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:39:58,993 - wikidata12k_1n - [INFO] - [E:286| 1400]: Train Loss:0.00093214, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:41:01,980 - wikidata12k_1n - [INFO] - [E:286| 1500]: Train Loss:0.00093215, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:42:04,958 - wikidata12k_1n - [INFO] - [E:286| 1600]: Train Loss:0.00093219, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:42:46,102 - wikidata12k_1n - [INFO] - [Epoch:286]: Training Loss:0.0009322
2023-05-10 18:42:46,318 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 18:43:07,633 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 18:43:20,023 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 18:43:41,595 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 18:43:53,828 - wikidata12k_1n - [INFO] - [Evaluating Epoch 286 valid]:
MRR: Tail : 0.50037, Head : 0.35301, Avg : 0.42669
2023-05-10 18:43:53,828 - wikidata12k_1n - [INFO] - [Epoch 286]: Training Loss: 0.00093216, Valid MRR: 0.44036,
2023-05-10 18:43:54,470 - wikidata12k_1n - [INFO] - [E:287| 0]: Train Loss:0.00093084, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:44:57,371 - wikidata12k_1n - [INFO] - [E:287| 100]: Train Loss:0.00093304, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:46:00,275 - wikidata12k_1n - [INFO] - [E:287| 200]: Train Loss:0.00093263, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:47:03,220 - wikidata12k_1n - [INFO] - [E:287| 300]: Train Loss:0.0009311, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:48:06,169 - wikidata12k_1n - [INFO] - [E:287| 400]: Train Loss:0.00093095, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:49:09,125 - wikidata12k_1n - [INFO] - [E:287| 500]: Train Loss:0.00093163, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:50:12,093 - wikidata12k_1n - [INFO] - [E:287| 600]: Train Loss:0.00093161, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:51:14,967 - wikidata12k_1n - [INFO] - [E:287| 700]: Train Loss:0.00093175, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:52:17,929 - wikidata12k_1n - [INFO] - [E:287| 800]: Train Loss:0.00093239, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:53:20,865 - wikidata12k_1n - [INFO] - [E:287| 900]: Train Loss:0.00093248, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:54:23,805 - wikidata12k_1n - [INFO] - [E:287| 1000]: Train Loss:0.00093227, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:55:26,866 - wikidata12k_1n - [INFO] - [E:287| 1100]: Train Loss:0.0009324, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:56:29,838 - wikidata12k_1n - [INFO] - [E:287| 1200]: Train Loss:0.00093236, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:57:32,728 - wikidata12k_1n - [INFO] - [E:287| 1300]: Train Loss:0.00093201, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:58:35,614 - wikidata12k_1n - [INFO] - [E:287| 1400]: Train Loss:0.00093217, Val MRR:0.44036, wikidata12k_1n
2023-05-10 18:59:38,596 - wikidata12k_1n - [INFO] - [E:287| 1500]: Train Loss:0.00093186, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:00:41,564 - wikidata12k_1n - [INFO] - [E:287| 1600]: Train Loss:0.00093192, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:01:22,767 - wikidata12k_1n - [INFO] - [Epoch:287]: Training Loss:0.000932
2023-05-10 19:01:22,985 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 19:01:44,332 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 19:01:56,680 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 19:02:18,189 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 19:02:30,422 - wikidata12k_1n - [INFO] - [Evaluating Epoch 287 valid]:
MRR: Tail : 0.5026, Head : 0.36064, Avg : 0.43162
2023-05-10 19:02:30,422 - wikidata12k_1n - [INFO] - [Epoch 287]: Training Loss: 0.00093196, Valid MRR: 0.44036,
2023-05-10 19:02:31,066 - wikidata12k_1n - [INFO] - [E:288| 0]: Train Loss:0.00092715, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:03:34,041 - wikidata12k_1n - [INFO] - [E:288| 100]: Train Loss:0.00093106, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:04:37,023 - wikidata12k_1n - [INFO] - [E:288| 200]: Train Loss:0.00093215, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:05:39,991 - wikidata12k_1n - [INFO] - [E:288| 300]: Train Loss:0.00093309, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:06:42,947 - wikidata12k_1n - [INFO] - [E:288| 400]: Train Loss:0.00093261, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:07:45,890 - wikidata12k_1n - [INFO] - [E:288| 500]: Train Loss:0.00093208, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:08:48,813 - wikidata12k_1n - [INFO] - [E:288| 600]: Train Loss:0.0009323, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:09:51,789 - wikidata12k_1n - [INFO] - [E:288| 700]: Train Loss:0.00093197, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:10:54,718 - wikidata12k_1n - [INFO] - [E:288| 800]: Train Loss:0.00093197, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:11:58,883 - wikidata12k_1n - [INFO] - [E:288| 900]: Train Loss:0.00093217, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:13:01,703 - wikidata12k_1n - [INFO] - [E:288| 1000]: Train Loss:0.00093221, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:14:04,623 - wikidata12k_1n - [INFO] - [E:288| 1100]: Train Loss:0.00093197, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:15:07,571 - wikidata12k_1n - [INFO] - [E:288| 1200]: Train Loss:0.00093183, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:16:10,530 - wikidata12k_1n - [INFO] - [E:288| 1300]: Train Loss:0.00093168, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:17:13,526 - wikidata12k_1n - [INFO] - [E:288| 1400]: Train Loss:0.00093165, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:18:16,531 - wikidata12k_1n - [INFO] - [E:288| 1500]: Train Loss:0.0009318, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:19:19,590 - wikidata12k_1n - [INFO] - [E:288| 1600]: Train Loss:0.00093182, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:20:00,693 - wikidata12k_1n - [INFO] - [Epoch:288]: Training Loss:0.0009317
2023-05-10 19:20:00,909 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 19:20:22,228 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 19:20:34,587 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 19:20:56,075 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 19:21:08,304 - wikidata12k_1n - [INFO] - [Evaluating Epoch 288 valid]:
MRR: Tail : 0.50278, Head : 0.37522, Avg : 0.439
2023-05-10 19:21:08,304 - wikidata12k_1n - [INFO] - [Epoch 288]: Training Loss: 0.00093174, Valid MRR: 0.44036,
2023-05-10 19:21:08,948 - wikidata12k_1n - [INFO] - [E:289| 0]: Train Loss:0.00093011, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:22:11,809 - wikidata12k_1n - [INFO] - [E:289| 100]: Train Loss:0.00093217, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:23:14,716 - wikidata12k_1n - [INFO] - [E:289| 200]: Train Loss:0.00093068, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:24:17,653 - wikidata12k_1n - [INFO] - [E:289| 300]: Train Loss:0.00093102, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:25:20,625 - wikidata12k_1n - [INFO] - [E:289| 400]: Train Loss:0.00093124, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:26:23,508 - wikidata12k_1n - [INFO] - [E:289| 500]: Train Loss:0.00093091, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:27:26,527 - wikidata12k_1n - [INFO] - [E:289| 600]: Train Loss:0.00093126, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:28:29,465 - wikidata12k_1n - [INFO] - [E:289| 700]: Train Loss:0.0009314, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:29:32,309 - wikidata12k_1n - [INFO] - [E:289| 800]: Train Loss:0.00093125, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:30:35,219 - wikidata12k_1n - [INFO] - [E:289| 900]: Train Loss:0.00093156, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:31:38,193 - wikidata12k_1n - [INFO] - [E:289| 1000]: Train Loss:0.00093141, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:32:41,099 - wikidata12k_1n - [INFO] - [E:289| 1100]: Train Loss:0.0009318, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:33:43,964 - wikidata12k_1n - [INFO] - [E:289| 1200]: Train Loss:0.00093167, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:34:46,851 - wikidata12k_1n - [INFO] - [E:289| 1300]: Train Loss:0.00093189, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:35:49,704 - wikidata12k_1n - [INFO] - [E:289| 1400]: Train Loss:0.00093174, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:36:52,658 - wikidata12k_1n - [INFO] - [E:289| 1500]: Train Loss:0.0009317, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:37:55,528 - wikidata12k_1n - [INFO] - [E:289| 1600]: Train Loss:0.00093163, Val MRR:0.44036, wikidata12k_1n
2023-05-10 19:38:36,638 - wikidata12k_1n - [INFO] - [Epoch:289]: Training Loss:0.0009317
2023-05-10 19:38:36,855 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 19:38:58,184 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 19:39:10,543 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 19:39:32,059 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 19:39:44,294 - wikidata12k_1n - [INFO] - [Evaluating Epoch 289 valid]:
MRR: Tail : 0.50843, Head : 0.37278, Avg : 0.4406
MR: Tail : 764.95, Head : 924.03, Avg : 844.49
Hit-1: Tail : 0.42731, Head : 0.27717, Avg : 0.35224
Hit-3: Tail : 0.55532, Head : 0.42849, Avg : 0.49191
Hit-10: Tail : 0.65677, Head : 0.55354, Avg : 0.60516
2023-05-10 19:39:45,328 - wikidata12k_1n - [INFO] - [Epoch 289]: Training Loss: 0.00093166, Valid MRR: 0.4406,
2023-05-10 19:39:45,981 - wikidata12k_1n - [INFO] - [E:290| 0]: Train Loss:0.00091582, Val MRR:0.4406, wikidata12k_1n
2023-05-10 19:40:48,949 - wikidata12k_1n - [INFO] - [E:290| 100]: Train Loss:0.00093055, Val MRR:0.4406, wikidata12k_1n
2023-05-10 19:41:51,910 - wikidata12k_1n - [INFO] - [E:290| 200]: Train Loss:0.00092999, Val MRR:0.4406, wikidata12k_1n
2023-05-10 19:42:54,879 - wikidata12k_1n - [INFO] - [E:290| 300]: Train Loss:0.00092963, Val MRR:0.4406, wikidata12k_1n
2023-05-10 19:43:57,825 - wikidata12k_1n - [INFO] - [E:290| 400]: Train Loss:0.00093059, Val MRR:0.4406, wikidata12k_1n
2023-05-10 19:45:00,875 - wikidata12k_1n - [INFO] - [E:290| 500]: Train Loss:0.00093018, Val MRR:0.4406, wikidata12k_1n
2023-05-10 19:46:03,812 - wikidata12k_1n - [INFO] - [E:290| 600]: Train Loss:0.0009307, Val MRR:0.4406, wikidata12k_1n
2023-05-10 19:47:06,740 - wikidata12k_1n - [INFO] - [E:290| 700]: Train Loss:0.00093094, Val MRR:0.4406, wikidata12k_1n
2023-05-10 19:48:09,606 - wikidata12k_1n - [INFO] - [E:290| 800]: Train Loss:0.00093081, Val MRR:0.4406, wikidata12k_1n
2023-05-10 19:49:12,595 - wikidata12k_1n - [INFO] - [E:290| 900]: Train Loss:0.00093078, Val MRR:0.4406, wikidata12k_1n
2023-05-10 19:50:15,538 - wikidata12k_1n - [INFO] - [E:290| 1000]: Train Loss:0.00093086, Val MRR:0.4406, wikidata12k_1n
2023-05-10 19:51:18,535 - wikidata12k_1n - [INFO] - [E:290| 1100]: Train Loss:0.000931, Val MRR:0.4406, wikidata12k_1n
2023-05-10 19:52:21,520 - wikidata12k_1n - [INFO] - [E:290| 1200]: Train Loss:0.0009311, Val MRR:0.4406, wikidata12k_1n
2023-05-10 19:53:24,580 - wikidata12k_1n - [INFO] - [E:290| 1300]: Train Loss:0.00093118, Val MRR:0.4406, wikidata12k_1n
2023-05-10 19:54:27,494 - wikidata12k_1n - [INFO] - [E:290| 1400]: Train Loss:0.00093145, Val MRR:0.4406, wikidata12k_1n
2023-05-10 19:55:30,409 - wikidata12k_1n - [INFO] - [E:290| 1500]: Train Loss:0.00093158, Val MRR:0.4406, wikidata12k_1n
2023-05-10 19:56:33,397 - wikidata12k_1n - [INFO] - [E:290| 1600]: Train Loss:0.00093152, Val MRR:0.4406, wikidata12k_1n
2023-05-10 19:57:14,546 - wikidata12k_1n - [INFO] - [Epoch:290]: Training Loss:0.0009316
2023-05-10 19:57:14,763 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 19:57:36,125 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 19:57:48,483 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 19:58:10,001 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 19:58:22,238 - wikidata12k_1n - [INFO] - [Evaluating Epoch 290 valid]:
MRR: Tail : 0.50278, Head : 0.36417, Avg : 0.43348
2023-05-10 19:58:22,238 - wikidata12k_1n - [INFO] - [Epoch 290]: Training Loss: 0.00093158, Valid MRR: 0.4406,
2023-05-10 19:58:22,881 - wikidata12k_1n - [INFO] - [E:291| 0]: Train Loss:0.00093904, Val MRR:0.4406, wikidata12k_1n
2023-05-10 19:59:25,895 - wikidata12k_1n - [INFO] - [E:291| 100]: Train Loss:0.00093186, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:00:28,878 - wikidata12k_1n - [INFO] - [E:291| 200]: Train Loss:0.00093147, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:01:31,806 - wikidata12k_1n - [INFO] - [E:291| 300]: Train Loss:0.00093106, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:02:34,835 - wikidata12k_1n - [INFO] - [E:291| 400]: Train Loss:0.00093236, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:03:37,779 - wikidata12k_1n - [INFO] - [E:291| 500]: Train Loss:0.00093164, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:04:40,761 - wikidata12k_1n - [INFO] - [E:291| 600]: Train Loss:0.00093159, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:05:43,761 - wikidata12k_1n - [INFO] - [E:291| 700]: Train Loss:0.00093135, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:06:46,738 - wikidata12k_1n - [INFO] - [E:291| 800]: Train Loss:0.00093116, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:07:49,722 - wikidata12k_1n - [INFO] - [E:291| 900]: Train Loss:0.00093111, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:08:52,692 - wikidata12k_1n - [INFO] - [E:291| 1000]: Train Loss:0.00093094, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:09:55,557 - wikidata12k_1n - [INFO] - [E:291| 1100]: Train Loss:0.00093124, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:10:58,543 - wikidata12k_1n - [INFO] - [E:291| 1200]: Train Loss:0.00093135, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:12:01,509 - wikidata12k_1n - [INFO] - [E:291| 1300]: Train Loss:0.00093137, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:13:04,436 - wikidata12k_1n - [INFO] - [E:291| 1400]: Train Loss:0.00093145, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:14:07,392 - wikidata12k_1n - [INFO] - [E:291| 1500]: Train Loss:0.0009315, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:15:10,380 - wikidata12k_1n - [INFO] - [E:291| 1600]: Train Loss:0.00093158, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:15:51,511 - wikidata12k_1n - [INFO] - [Epoch:291]: Training Loss:0.0009316
2023-05-10 20:15:51,727 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 20:16:13,064 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 20:16:25,429 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 20:16:46,953 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 20:16:59,190 - wikidata12k_1n - [INFO] - [Evaluating Epoch 291 valid]:
MRR: Tail : 0.50578, Head : 0.37458, Avg : 0.44018
2023-05-10 20:16:59,191 - wikidata12k_1n - [INFO] - [Epoch 291]: Training Loss: 0.00093157, Valid MRR: 0.4406,
2023-05-10 20:16:59,834 - wikidata12k_1n - [INFO] - [E:292| 0]: Train Loss:0.00093451, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:18:02,758 - wikidata12k_1n - [INFO] - [E:292| 100]: Train Loss:0.00093156, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:19:05,635 - wikidata12k_1n - [INFO] - [E:292| 200]: Train Loss:0.00093388, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:20:08,692 - wikidata12k_1n - [INFO] - [E:292| 300]: Train Loss:0.00093163, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:21:11,671 - wikidata12k_1n - [INFO] - [E:292| 400]: Train Loss:0.00093173, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:22:14,642 - wikidata12k_1n - [INFO] - [E:292| 500]: Train Loss:0.00093155, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:23:17,602 - wikidata12k_1n - [INFO] - [E:292| 600]: Train Loss:0.00093203, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:24:20,575 - wikidata12k_1n - [INFO] - [E:292| 700]: Train Loss:0.00093235, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:25:23,520 - wikidata12k_1n - [INFO] - [E:292| 800]: Train Loss:0.00093219, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:26:26,490 - wikidata12k_1n - [INFO] - [E:292| 900]: Train Loss:0.00093219, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:27:29,470 - wikidata12k_1n - [INFO] - [E:292| 1000]: Train Loss:0.00093156, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:28:32,495 - wikidata12k_1n - [INFO] - [E:292| 1100]: Train Loss:0.00093123, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:29:35,491 - wikidata12k_1n - [INFO] - [E:292| 1200]: Train Loss:0.00093147, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:30:38,462 - wikidata12k_1n - [INFO] - [E:292| 1300]: Train Loss:0.00093156, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:31:41,467 - wikidata12k_1n - [INFO] - [E:292| 1400]: Train Loss:0.00093181, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:32:44,422 - wikidata12k_1n - [INFO] - [E:292| 1500]: Train Loss:0.00093176, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:33:47,410 - wikidata12k_1n - [INFO] - [E:292| 1600]: Train Loss:0.00093183, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:34:28,564 - wikidata12k_1n - [INFO] - [Epoch:292]: Training Loss:0.0009318
2023-05-10 20:34:28,780 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 20:34:50,112 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 20:35:02,457 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 20:35:23,978 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 20:35:36,216 - wikidata12k_1n - [INFO] - [Evaluating Epoch 292 valid]:
MRR: Tail : 0.50414, Head : 0.36658, Avg : 0.43536
2023-05-10 20:35:36,216 - wikidata12k_1n - [INFO] - [Epoch 292]: Training Loss: 0.00093176, Valid MRR: 0.4406,
2023-05-10 20:35:36,861 - wikidata12k_1n - [INFO] - [E:293| 0]: Train Loss:0.00094866, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:36:39,851 - wikidata12k_1n - [INFO] - [E:293| 100]: Train Loss:0.0009282, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:37:42,869 - wikidata12k_1n - [INFO] - [E:293| 200]: Train Loss:0.00092953, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:38:45,837 - wikidata12k_1n - [INFO] - [E:293| 300]: Train Loss:0.0009304, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:39:48,784 - wikidata12k_1n - [INFO] - [E:293| 400]: Train Loss:0.00092969, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:40:51,739 - wikidata12k_1n - [INFO] - [E:293| 500]: Train Loss:0.00092959, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:41:54,680 - wikidata12k_1n - [INFO] - [E:293| 600]: Train Loss:0.00092985, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:42:57,604 - wikidata12k_1n - [INFO] - [E:293| 700]: Train Loss:0.00093023, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:44:00,480 - wikidata12k_1n - [INFO] - [E:293| 800]: Train Loss:0.0009306, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:45:03,375 - wikidata12k_1n - [INFO] - [E:293| 900]: Train Loss:0.00093067, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:46:06,288 - wikidata12k_1n - [INFO] - [E:293| 1000]: Train Loss:0.00093066, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:47:09,189 - wikidata12k_1n - [INFO] - [E:293| 1100]: Train Loss:0.00093111, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:48:12,131 - wikidata12k_1n - [INFO] - [E:293| 1200]: Train Loss:0.00093137, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:49:15,095 - wikidata12k_1n - [INFO] - [E:293| 1300]: Train Loss:0.00093139, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:50:18,063 - wikidata12k_1n - [INFO] - [E:293| 1400]: Train Loss:0.00093132, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:51:21,046 - wikidata12k_1n - [INFO] - [E:293| 1500]: Train Loss:0.00093138, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:52:24,027 - wikidata12k_1n - [INFO] - [E:293| 1600]: Train Loss:0.00093141, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:53:05,182 - wikidata12k_1n - [INFO] - [Epoch:293]: Training Loss:0.0009314
2023-05-10 20:53:05,399 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 20:53:26,732 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 20:53:39,076 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 20:54:00,582 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 20:54:12,808 - wikidata12k_1n - [INFO] - [Evaluating Epoch 293 valid]:
MRR: Tail : 0.50701, Head : 0.34772, Avg : 0.42736
2023-05-10 20:54:12,808 - wikidata12k_1n - [INFO] - [Epoch 293]: Training Loss: 0.0009314, Valid MRR: 0.4406,
2023-05-10 20:54:13,457 - wikidata12k_1n - [INFO] - [E:294| 0]: Train Loss:0.0010031, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:55:16,489 - wikidata12k_1n - [INFO] - [E:294| 100]: Train Loss:0.00093296, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:56:19,433 - wikidata12k_1n - [INFO] - [E:294| 200]: Train Loss:0.00093033, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:57:22,364 - wikidata12k_1n - [INFO] - [E:294| 300]: Train Loss:0.00092949, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:58:25,321 - wikidata12k_1n - [INFO] - [E:294| 400]: Train Loss:0.00092994, Val MRR:0.4406, wikidata12k_1n
2023-05-10 20:59:28,305 - wikidata12k_1n - [INFO] - [E:294| 500]: Train Loss:0.00092982, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:00:31,288 - wikidata12k_1n - [INFO] - [E:294| 600]: Train Loss:0.00093026, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:01:34,264 - wikidata12k_1n - [INFO] - [E:294| 700]: Train Loss:0.00093029, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:02:37,193 - wikidata12k_1n - [INFO] - [E:294| 800]: Train Loss:0.00092987, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:03:40,177 - wikidata12k_1n - [INFO] - [E:294| 900]: Train Loss:0.00092993, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:04:43,117 - wikidata12k_1n - [INFO] - [E:294| 1000]: Train Loss:0.00093005, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:05:46,086 - wikidata12k_1n - [INFO] - [E:294| 1100]: Train Loss:0.00093019, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:06:49,037 - wikidata12k_1n - [INFO] - [E:294| 1200]: Train Loss:0.0009303, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:07:51,984 - wikidata12k_1n - [INFO] - [E:294| 1300]: Train Loss:0.00093048, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:08:54,957 - wikidata12k_1n - [INFO] - [E:294| 1400]: Train Loss:0.00093062, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:09:57,918 - wikidata12k_1n - [INFO] - [E:294| 1500]: Train Loss:0.00093081, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:11:00,870 - wikidata12k_1n - [INFO] - [E:294| 1600]: Train Loss:0.00093104, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:11:42,021 - wikidata12k_1n - [INFO] - [Epoch:294]: Training Loss:0.0009312
2023-05-10 21:11:42,237 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 21:12:03,569 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 21:12:15,926 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 21:12:37,566 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 21:12:49,805 - wikidata12k_1n - [INFO] - [Evaluating Epoch 294 valid]:
MRR: Tail : 0.50688, Head : 0.35677, Avg : 0.43182
2023-05-10 21:12:49,806 - wikidata12k_1n - [INFO] - [Epoch 294]: Training Loss: 0.00093122, Valid MRR: 0.4406,
2023-05-10 21:12:50,451 - wikidata12k_1n - [INFO] - [E:295| 0]: Train Loss:0.00093825, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:13:53,399 - wikidata12k_1n - [INFO] - [E:295| 100]: Train Loss:0.00093016, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:14:56,365 - wikidata12k_1n - [INFO] - [E:295| 200]: Train Loss:0.00093303, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:15:59,370 - wikidata12k_1n - [INFO] - [E:295| 300]: Train Loss:0.00093194, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:17:02,319 - wikidata12k_1n - [INFO] - [E:295| 400]: Train Loss:0.00093148, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:18:05,275 - wikidata12k_1n - [INFO] - [E:295| 500]: Train Loss:0.0009307, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:19:08,245 - wikidata12k_1n - [INFO] - [E:295| 600]: Train Loss:0.00093078, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:20:11,223 - wikidata12k_1n - [INFO] - [E:295| 700]: Train Loss:0.00093083, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:21:14,227 - wikidata12k_1n - [INFO] - [E:295| 800]: Train Loss:0.00093135, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:22:17,241 - wikidata12k_1n - [INFO] - [E:295| 900]: Train Loss:0.00093124, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:23:20,152 - wikidata12k_1n - [INFO] - [E:295| 1000]: Train Loss:0.0009314, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:24:23,139 - wikidata12k_1n - [INFO] - [E:295| 1100]: Train Loss:0.00093166, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:25:26,109 - wikidata12k_1n - [INFO] - [E:295| 1200]: Train Loss:0.00093149, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:26:29,046 - wikidata12k_1n - [INFO] - [E:295| 1300]: Train Loss:0.00093139, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:27:32,014 - wikidata12k_1n - [INFO] - [E:295| 1400]: Train Loss:0.00093145, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:28:34,975 - wikidata12k_1n - [INFO] - [E:295| 1500]: Train Loss:0.00093144, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:29:37,962 - wikidata12k_1n - [INFO] - [E:295| 1600]: Train Loss:0.0009314, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:30:19,179 - wikidata12k_1n - [INFO] - [Epoch:295]: Training Loss:0.0009315
2023-05-10 21:30:19,394 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 21:30:40,736 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 21:30:53,091 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 21:31:14,610 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 21:31:26,854 - wikidata12k_1n - [INFO] - [Evaluating Epoch 295 valid]:
MRR: Tail : 0.5048, Head : 0.36004, Avg : 0.43242
2023-05-10 21:31:26,854 - wikidata12k_1n - [INFO] - [Epoch 295]: Training Loss: 0.00093151, Valid MRR: 0.4406,
2023-05-10 21:31:27,500 - wikidata12k_1n - [INFO] - [E:296| 0]: Train Loss:0.00090661, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:32:30,456 - wikidata12k_1n - [INFO] - [E:296| 100]: Train Loss:0.00093292, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:33:33,371 - wikidata12k_1n - [INFO] - [E:296| 200]: Train Loss:0.00093045, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:34:36,281 - wikidata12k_1n - [INFO] - [E:296| 300]: Train Loss:0.00093117, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:35:39,258 - wikidata12k_1n - [INFO] - [E:296| 400]: Train Loss:0.00093088, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:36:42,226 - wikidata12k_1n - [INFO] - [E:296| 500]: Train Loss:0.00093111, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:37:45,173 - wikidata12k_1n - [INFO] - [E:296| 600]: Train Loss:0.00093153, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:38:48,247 - wikidata12k_1n - [INFO] - [E:296| 700]: Train Loss:0.00093161, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:39:51,228 - wikidata12k_1n - [INFO] - [E:296| 800]: Train Loss:0.00093147, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:40:54,188 - wikidata12k_1n - [INFO] - [E:296| 900]: Train Loss:0.00093167, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:41:57,139 - wikidata12k_1n - [INFO] - [E:296| 1000]: Train Loss:0.00093148, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:43:00,115 - wikidata12k_1n - [INFO] - [E:296| 1100]: Train Loss:0.00093157, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:44:02,985 - wikidata12k_1n - [INFO] - [E:296| 1200]: Train Loss:0.00093158, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:45:05,938 - wikidata12k_1n - [INFO] - [E:296| 1300]: Train Loss:0.00093123, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:46:08,906 - wikidata12k_1n - [INFO] - [E:296| 1400]: Train Loss:0.00093118, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:47:11,822 - wikidata12k_1n - [INFO] - [E:296| 1500]: Train Loss:0.00093134, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:48:14,787 - wikidata12k_1n - [INFO] - [E:296| 1600]: Train Loss:0.00093163, Val MRR:0.4406, wikidata12k_1n
2023-05-10 21:48:55,884 - wikidata12k_1n - [INFO] - [Epoch:296]: Training Loss:0.0009315
2023-05-10 21:48:56,101 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 21:49:17,443 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 21:49:29,804 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 21:49:51,319 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 21:50:03,562 - wikidata12k_1n - [INFO] - [Evaluating Epoch 296 valid]:
MRR: Tail : 0.51039, Head : 0.37592, Avg : 0.44315
2023-05-10 21:50:04,588 - wikidata12k_1n - [INFO] - [Epoch 296]: Training Loss: 0.00093145, Valid MRR: 0.44315,
2023-05-10 21:50:05,242 - wikidata12k_1n - [INFO] - [E:297| 0]: Train Loss:0.00093363, Val MRR:0.44315, wikidata12k_1n
2023-05-10 21:51:08,249 - wikidata12k_1n - [INFO] - [E:297| 100]: Train Loss:0.00093132, Val MRR:0.44315, wikidata12k_1n
2023-05-10 21:52:11,204 - wikidata12k_1n - [INFO] - [E:297| 200]: Train Loss:0.00093086, Val MRR:0.44315, wikidata12k_1n
2023-05-10 21:53:14,064 - wikidata12k_1n - [INFO] - [E:297| 300]: Train Loss:0.00093166, Val MRR:0.44315, wikidata12k_1n
2023-05-10 21:54:16,925 - wikidata12k_1n - [INFO] - [E:297| 400]: Train Loss:0.00093066, Val MRR:0.44315, wikidata12k_1n
2023-05-10 21:55:19,825 - wikidata12k_1n - [INFO] - [E:297| 500]: Train Loss:0.00092998, Val MRR:0.44315, wikidata12k_1n
2023-05-10 21:56:22,772 - wikidata12k_1n - [INFO] - [E:297| 600]: Train Loss:0.00092998, Val MRR:0.44315, wikidata12k_1n
2023-05-10 21:57:25,695 - wikidata12k_1n - [INFO] - [E:297| 700]: Train Loss:0.00093007, Val MRR:0.44315, wikidata12k_1n
2023-05-10 21:58:28,652 - wikidata12k_1n - [INFO] - [E:297| 800]: Train Loss:0.00093006, Val MRR:0.44315, wikidata12k_1n
2023-05-10 21:59:31,577 - wikidata12k_1n - [INFO] - [E:297| 900]: Train Loss:0.00093013, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:00:34,457 - wikidata12k_1n - [INFO] - [E:297| 1000]: Train Loss:0.00093025, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:01:37,366 - wikidata12k_1n - [INFO] - [E:297| 1100]: Train Loss:0.00093047, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:02:40,278 - wikidata12k_1n - [INFO] - [E:297| 1200]: Train Loss:0.00093063, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:03:43,177 - wikidata12k_1n - [INFO] - [E:297| 1300]: Train Loss:0.00093069, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:04:46,167 - wikidata12k_1n - [INFO] - [E:297| 1400]: Train Loss:0.00093074, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:05:49,131 - wikidata12k_1n - [INFO] - [E:297| 1500]: Train Loss:0.00093101, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:06:52,092 - wikidata12k_1n - [INFO] - [E:297| 1600]: Train Loss:0.00093107, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:07:33,252 - wikidata12k_1n - [INFO] - [Epoch:297]: Training Loss:0.0009313
2023-05-10 22:07:33,469 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 22:07:54,823 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 22:08:07,184 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 22:08:28,714 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 22:08:40,955 - wikidata12k_1n - [INFO] - [Evaluating Epoch 297 valid]:
MRR: Tail : 0.50412, Head : 0.36984, Avg : 0.43698
2023-05-10 22:08:40,955 - wikidata12k_1n - [INFO] - [Epoch 297]: Training Loss: 0.00093126, Valid MRR: 0.44315,
2023-05-10 22:08:41,601 - wikidata12k_1n - [INFO] - [E:298| 0]: Train Loss:0.00091908, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:09:44,578 - wikidata12k_1n - [INFO] - [E:298| 100]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:10:47,577 - wikidata12k_1n - [INFO] - [E:298| 200]: Train Loss:0.00093155, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:11:50,551 - wikidata12k_1n - [INFO] - [E:298| 300]: Train Loss:0.00093124, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:12:53,543 - wikidata12k_1n - [INFO] - [E:298| 400]: Train Loss:0.00093144, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:13:56,607 - wikidata12k_1n - [INFO] - [E:298| 500]: Train Loss:0.00093142, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:14:59,586 - wikidata12k_1n - [INFO] - [E:298| 600]: Train Loss:0.00093089, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:16:02,518 - wikidata12k_1n - [INFO] - [E:298| 700]: Train Loss:0.00093096, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:17:05,456 - wikidata12k_1n - [INFO] - [E:298| 800]: Train Loss:0.00093089, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:18:08,405 - wikidata12k_1n - [INFO] - [E:298| 900]: Train Loss:0.00093106, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:19:11,400 - wikidata12k_1n - [INFO] - [E:298| 1000]: Train Loss:0.00093126, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:20:14,367 - wikidata12k_1n - [INFO] - [E:298| 1100]: Train Loss:0.00093111, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:21:17,309 - wikidata12k_1n - [INFO] - [E:298| 1200]: Train Loss:0.00093108, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:22:20,259 - wikidata12k_1n - [INFO] - [E:298| 1300]: Train Loss:0.00093099, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:23:23,253 - wikidata12k_1n - [INFO] - [E:298| 1400]: Train Loss:0.00093099, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:24:26,226 - wikidata12k_1n - [INFO] - [E:298| 1500]: Train Loss:0.00093115, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:25:29,192 - wikidata12k_1n - [INFO] - [E:298| 1600]: Train Loss:0.00093105, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:26:10,331 - wikidata12k_1n - [INFO] - [Epoch:298]: Training Loss:0.0009311
2023-05-10 22:26:10,548 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 22:26:31,892 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 22:26:44,246 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 22:27:05,760 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 22:27:18,003 - wikidata12k_1n - [INFO] - [Evaluating Epoch 298 valid]:
MRR: Tail : 0.5048, Head : 0.3581, Avg : 0.43145
2023-05-10 22:27:18,003 - wikidata12k_1n - [INFO] - [Epoch 298]: Training Loss: 0.00093107, Valid MRR: 0.44315,
2023-05-10 22:27:18,648 - wikidata12k_1n - [INFO] - [E:299| 0]: Train Loss:0.00091746, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:28:21,601 - wikidata12k_1n - [INFO] - [E:299| 100]: Train Loss:0.00092816, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:29:24,573 - wikidata12k_1n - [INFO] - [E:299| 200]: Train Loss:0.00093022, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:30:27,509 - wikidata12k_1n - [INFO] - [E:299| 300]: Train Loss:0.00093089, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:31:30,550 - wikidata12k_1n - [INFO] - [E:299| 400]: Train Loss:0.00093064, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:32:33,457 - wikidata12k_1n - [INFO] - [E:299| 500]: Train Loss:0.00093097, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:33:36,366 - wikidata12k_1n - [INFO] - [E:299| 600]: Train Loss:0.00093062, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:34:39,325 - wikidata12k_1n - [INFO] - [E:299| 700]: Train Loss:0.00093064, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:35:42,274 - wikidata12k_1n - [INFO] - [E:299| 800]: Train Loss:0.00093072, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:36:45,218 - wikidata12k_1n - [INFO] - [E:299| 900]: Train Loss:0.00093107, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:37:48,168 - wikidata12k_1n - [INFO] - [E:299| 1000]: Train Loss:0.00093097, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:38:51,121 - wikidata12k_1n - [INFO] - [E:299| 1100]: Train Loss:0.00093098, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:39:54,099 - wikidata12k_1n - [INFO] - [E:299| 1200]: Train Loss:0.00093095, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:40:57,099 - wikidata12k_1n - [INFO] - [E:299| 1300]: Train Loss:0.00093091, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:42:00,064 - wikidata12k_1n - [INFO] - [E:299| 1400]: Train Loss:0.00093101, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:43:02,953 - wikidata12k_1n - [INFO] - [E:299| 1500]: Train Loss:0.00093111, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:44:05,902 - wikidata12k_1n - [INFO] - [E:299| 1600]: Train Loss:0.0009312, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:44:47,047 - wikidata12k_1n - [INFO] - [Epoch:299]: Training Loss:0.0009312
2023-05-10 22:44:47,263 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 22:45:08,597 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 22:45:20,961 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 22:45:42,467 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 22:45:54,694 - wikidata12k_1n - [INFO] - [Evaluating Epoch 299 valid]:
MRR: Tail : 0.5077, Head : 0.37314, Avg : 0.44042
MR: Tail : 801.45, Head : 923.64, Avg : 862.54
Hit-1: Tail : 0.42666, Head : 0.27771, Avg : 0.35219
Hit-3: Tail : 0.55142, Head : 0.42493, Avg : 0.48817
Hit-10: Tail : 0.66033, Head : 0.55062, Avg : 0.60548
2023-05-10 22:45:54,694 - wikidata12k_1n - [INFO] - [Epoch 299]: Training Loss: 0.00093123, Valid MRR: 0.44315,
2023-05-10 22:45:55,338 - wikidata12k_1n - [INFO] - [E:300| 0]: Train Loss:0.00094064, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:46:58,277 - wikidata12k_1n - [INFO] - [E:300| 100]: Train Loss:0.0009352, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:48:01,174 - wikidata12k_1n - [INFO] - [E:300| 200]: Train Loss:0.00093159, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:49:04,171 - wikidata12k_1n - [INFO] - [E:300| 300]: Train Loss:0.00092985, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:50:07,088 - wikidata12k_1n - [INFO] - [E:300| 400]: Train Loss:0.00093028, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:51:10,051 - wikidata12k_1n - [INFO] - [E:300| 500]: Train Loss:0.00093054, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:52:13,021 - wikidata12k_1n - [INFO] - [E:300| 600]: Train Loss:0.00093026, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:53:15,953 - wikidata12k_1n - [INFO] - [E:300| 700]: Train Loss:0.00093054, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:54:18,913 - wikidata12k_1n - [INFO] - [E:300| 800]: Train Loss:0.00093024, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:55:21,936 - wikidata12k_1n - [INFO] - [E:300| 900]: Train Loss:0.00093081, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:56:24,905 - wikidata12k_1n - [INFO] - [E:300| 1000]: Train Loss:0.00093056, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:57:27,901 - wikidata12k_1n - [INFO] - [E:300| 1100]: Train Loss:0.00093082, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:58:30,886 - wikidata12k_1n - [INFO] - [E:300| 1200]: Train Loss:0.00093068, Val MRR:0.44315, wikidata12k_1n
2023-05-10 22:59:33,775 - wikidata12k_1n - [INFO] - [E:300| 1300]: Train Loss:0.00093078, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:00:36,771 - wikidata12k_1n - [INFO] - [E:300| 1400]: Train Loss:0.00093071, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:01:39,703 - wikidata12k_1n - [INFO] - [E:300| 1500]: Train Loss:0.00093074, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:02:42,587 - wikidata12k_1n - [INFO] - [E:300| 1600]: Train Loss:0.00093091, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:03:23,674 - wikidata12k_1n - [INFO] - [Epoch:300]: Training Loss:0.0009309
2023-05-10 23:03:23,891 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 23:03:45,212 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 23:03:57,548 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 23:04:19,056 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 23:04:31,278 - wikidata12k_1n - [INFO] - [Evaluating Epoch 300 valid]:
MRR: Tail : 0.49605, Head : 0.37602, Avg : 0.43603
2023-05-10 23:04:31,278 - wikidata12k_1n - [INFO] - [Epoch 300]: Training Loss: 0.00093091, Valid MRR: 0.44315,
2023-05-10 23:04:31,920 - wikidata12k_1n - [INFO] - [E:301| 0]: Train Loss:0.00096251, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:05:34,745 - wikidata12k_1n - [INFO] - [E:301| 100]: Train Loss:0.00092662, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:06:37,745 - wikidata12k_1n - [INFO] - [E:301| 200]: Train Loss:0.00092901, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:07:40,694 - wikidata12k_1n - [INFO] - [E:301| 300]: Train Loss:0.00092971, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:08:43,635 - wikidata12k_1n - [INFO] - [E:301| 400]: Train Loss:0.00093002, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:09:46,579 - wikidata12k_1n - [INFO] - [E:301| 500]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:10:49,580 - wikidata12k_1n - [INFO] - [E:301| 600]: Train Loss:0.00093008, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:11:52,536 - wikidata12k_1n - [INFO] - [E:301| 700]: Train Loss:0.00093016, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:12:55,475 - wikidata12k_1n - [INFO] - [E:301| 800]: Train Loss:0.00093072, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:13:58,455 - wikidata12k_1n - [INFO] - [E:301| 900]: Train Loss:0.00093117, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:15:01,504 - wikidata12k_1n - [INFO] - [E:301| 1000]: Train Loss:0.00093115, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:16:04,510 - wikidata12k_1n - [INFO] - [E:301| 1100]: Train Loss:0.00093119, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:17:07,482 - wikidata12k_1n - [INFO] - [E:301| 1200]: Train Loss:0.00093124, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:18:10,456 - wikidata12k_1n - [INFO] - [E:301| 1300]: Train Loss:0.00093119, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:19:13,416 - wikidata12k_1n - [INFO] - [E:301| 1400]: Train Loss:0.00093119, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:20:16,346 - wikidata12k_1n - [INFO] - [E:301| 1500]: Train Loss:0.00093107, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:21:19,341 - wikidata12k_1n - [INFO] - [E:301| 1600]: Train Loss:0.00093107, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:22:00,483 - wikidata12k_1n - [INFO] - [Epoch:301]: Training Loss:0.000931
2023-05-10 23:22:00,700 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 23:22:22,056 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 23:22:34,408 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 23:22:55,917 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 23:23:08,152 - wikidata12k_1n - [INFO] - [Evaluating Epoch 301 valid]:
MRR: Tail : 0.50703, Head : 0.36928, Avg : 0.43816
2023-05-10 23:23:08,152 - wikidata12k_1n - [INFO] - [Epoch 301]: Training Loss: 0.00093102, Valid MRR: 0.44315,
2023-05-10 23:23:08,795 - wikidata12k_1n - [INFO] - [E:302| 0]: Train Loss:0.00097383, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:24:11,803 - wikidata12k_1n - [INFO] - [E:302| 100]: Train Loss:0.00093197, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:25:14,755 - wikidata12k_1n - [INFO] - [E:302| 200]: Train Loss:0.00093106, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:26:17,672 - wikidata12k_1n - [INFO] - [E:302| 300]: Train Loss:0.00093089, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:27:20,640 - wikidata12k_1n - [INFO] - [E:302| 400]: Train Loss:0.00093095, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:28:23,584 - wikidata12k_1n - [INFO] - [E:302| 500]: Train Loss:0.00093045, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:29:26,567 - wikidata12k_1n - [INFO] - [E:302| 600]: Train Loss:0.00093058, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:30:29,481 - wikidata12k_1n - [INFO] - [E:302| 700]: Train Loss:0.0009307, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:31:32,389 - wikidata12k_1n - [INFO] - [E:302| 800]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:32:35,358 - wikidata12k_1n - [INFO] - [E:302| 900]: Train Loss:0.00093061, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:33:38,344 - wikidata12k_1n - [INFO] - [E:302| 1000]: Train Loss:0.00093055, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:34:41,315 - wikidata12k_1n - [INFO] - [E:302| 1100]: Train Loss:0.00093041, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:35:44,275 - wikidata12k_1n - [INFO] - [E:302| 1200]: Train Loss:0.0009304, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:36:47,288 - wikidata12k_1n - [INFO] - [E:302| 1300]: Train Loss:0.00093026, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:37:50,257 - wikidata12k_1n - [INFO] - [E:302| 1400]: Train Loss:0.00093022, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:38:53,202 - wikidata12k_1n - [INFO] - [E:302| 1500]: Train Loss:0.00093044, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:39:56,162 - wikidata12k_1n - [INFO] - [E:302| 1600]: Train Loss:0.00093061, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:40:37,322 - wikidata12k_1n - [INFO] - [Epoch:302]: Training Loss:0.0009306
2023-05-10 23:40:37,539 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 23:40:58,882 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 23:41:11,283 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-10 23:41:32,861 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-10 23:41:45,114 - wikidata12k_1n - [INFO] - [Evaluating Epoch 302 valid]:
MRR: Tail : 0.50484, Head : 0.36654, Avg : 0.43569
2023-05-10 23:41:45,114 - wikidata12k_1n - [INFO] - [Epoch 302]: Training Loss: 0.00093064, Valid MRR: 0.44315,
2023-05-10 23:41:45,759 - wikidata12k_1n - [INFO] - [E:303| 0]: Train Loss:0.00091735, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:42:48,684 - wikidata12k_1n - [INFO] - [E:303| 100]: Train Loss:0.00092551, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:43:51,606 - wikidata12k_1n - [INFO] - [E:303| 200]: Train Loss:0.00092795, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:44:54,478 - wikidata12k_1n - [INFO] - [E:303| 300]: Train Loss:0.00092788, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:45:57,426 - wikidata12k_1n - [INFO] - [E:303| 400]: Train Loss:0.00092849, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:47:00,445 - wikidata12k_1n - [INFO] - [E:303| 500]: Train Loss:0.00092881, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:48:03,367 - wikidata12k_1n - [INFO] - [E:303| 600]: Train Loss:0.00092906, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:49:06,321 - wikidata12k_1n - [INFO] - [E:303| 700]: Train Loss:0.0009295, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:50:09,384 - wikidata12k_1n - [INFO] - [E:303| 800]: Train Loss:0.00092986, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:51:12,361 - wikidata12k_1n - [INFO] - [E:303| 900]: Train Loss:0.00093016, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:52:15,323 - wikidata12k_1n - [INFO] - [E:303| 1000]: Train Loss:0.00093007, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:53:18,193 - wikidata12k_1n - [INFO] - [E:303| 1100]: Train Loss:0.0009302, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:54:21,098 - wikidata12k_1n - [INFO] - [E:303| 1200]: Train Loss:0.00093043, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:55:24,078 - wikidata12k_1n - [INFO] - [E:303| 1300]: Train Loss:0.00093051, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:56:27,044 - wikidata12k_1n - [INFO] - [E:303| 1400]: Train Loss:0.00093066, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:57:29,979 - wikidata12k_1n - [INFO] - [E:303| 1500]: Train Loss:0.00093061, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:58:32,943 - wikidata12k_1n - [INFO] - [E:303| 1600]: Train Loss:0.00093051, Val MRR:0.44315, wikidata12k_1n
2023-05-10 23:59:14,148 - wikidata12k_1n - [INFO] - [Epoch:303]: Training Loss:0.0009305
2023-05-10 23:59:14,364 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-10 23:59:35,685 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-10 23:59:48,026 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 00:00:09,527 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 00:00:21,762 - wikidata12k_1n - [INFO] - [Evaluating Epoch 303 valid]:
MRR: Tail : 0.4993, Head : 0.3663, Avg : 0.4328
2023-05-11 00:00:21,762 - wikidata12k_1n - [INFO] - [Epoch 303]: Training Loss: 0.00093049, Valid MRR: 0.44315,
2023-05-11 00:00:22,407 - wikidata12k_1n - [INFO] - [E:304| 0]: Train Loss:0.00090015, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:01:25,321 - wikidata12k_1n - [INFO] - [E:304| 100]: Train Loss:0.00092919, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:02:28,238 - wikidata12k_1n - [INFO] - [E:304| 200]: Train Loss:0.00093015, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:03:31,185 - wikidata12k_1n - [INFO] - [E:304| 300]: Train Loss:0.00093037, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:04:34,139 - wikidata12k_1n - [INFO] - [E:304| 400]: Train Loss:0.00092999, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:05:37,108 - wikidata12k_1n - [INFO] - [E:304| 500]: Train Loss:0.0009311, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:06:39,989 - wikidata12k_1n - [INFO] - [E:304| 600]: Train Loss:0.00093026, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:07:42,930 - wikidata12k_1n - [INFO] - [E:304| 700]: Train Loss:0.00093043, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:08:45,917 - wikidata12k_1n - [INFO] - [E:304| 800]: Train Loss:0.00092997, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:09:48,876 - wikidata12k_1n - [INFO] - [E:304| 900]: Train Loss:0.00092977, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:10:51,831 - wikidata12k_1n - [INFO] - [E:304| 1000]: Train Loss:0.00093016, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:11:54,769 - wikidata12k_1n - [INFO] - [E:304| 1100]: Train Loss:0.00093054, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:12:57,654 - wikidata12k_1n - [INFO] - [E:304| 1200]: Train Loss:0.0009305, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:14:00,570 - wikidata12k_1n - [INFO] - [E:304| 1300]: Train Loss:0.00093087, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:15:03,494 - wikidata12k_1n - [INFO] - [E:304| 1400]: Train Loss:0.00093072, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:16:06,428 - wikidata12k_1n - [INFO] - [E:304| 1500]: Train Loss:0.00093059, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:17:09,510 - wikidata12k_1n - [INFO] - [E:304| 1600]: Train Loss:0.0009306, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:17:50,593 - wikidata12k_1n - [INFO] - [Epoch:304]: Training Loss:0.0009305
2023-05-11 00:17:50,808 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 00:18:12,129 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 00:18:24,466 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 00:18:45,949 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 00:18:58,181 - wikidata12k_1n - [INFO] - [Evaluating Epoch 304 valid]:
MRR: Tail : 0.49841, Head : 0.36772, Avg : 0.43307
2023-05-11 00:18:58,182 - wikidata12k_1n - [INFO] - [Epoch 304]: Training Loss: 0.00093051, Valid MRR: 0.44315,
2023-05-11 00:18:58,826 - wikidata12k_1n - [INFO] - [E:305| 0]: Train Loss:0.00096251, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:20:01,771 - wikidata12k_1n - [INFO] - [E:305| 100]: Train Loss:0.00092862, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:21:04,791 - wikidata12k_1n - [INFO] - [E:305| 200]: Train Loss:0.00093003, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:22:07,777 - wikidata12k_1n - [INFO] - [E:305| 300]: Train Loss:0.00093124, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:23:10,761 - wikidata12k_1n - [INFO] - [E:305| 400]: Train Loss:0.00093114, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:24:13,736 - wikidata12k_1n - [INFO] - [E:305| 500]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:25:16,832 - wikidata12k_1n - [INFO] - [E:305| 600]: Train Loss:0.00093044, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:26:19,792 - wikidata12k_1n - [INFO] - [E:305| 700]: Train Loss:0.00093006, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:27:22,759 - wikidata12k_1n - [INFO] - [E:305| 800]: Train Loss:0.0009303, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:28:25,665 - wikidata12k_1n - [INFO] - [E:305| 900]: Train Loss:0.00093019, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:29:28,613 - wikidata12k_1n - [INFO] - [E:305| 1000]: Train Loss:0.00093053, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:30:31,580 - wikidata12k_1n - [INFO] - [E:305| 1100]: Train Loss:0.00093049, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:31:34,563 - wikidata12k_1n - [INFO] - [E:305| 1200]: Train Loss:0.00093062, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:32:37,524 - wikidata12k_1n - [INFO] - [E:305| 1300]: Train Loss:0.00093108, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:33:40,552 - wikidata12k_1n - [INFO] - [E:305| 1400]: Train Loss:0.00093079, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:34:43,470 - wikidata12k_1n - [INFO] - [E:305| 1500]: Train Loss:0.00093089, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:35:46,442 - wikidata12k_1n - [INFO] - [E:305| 1600]: Train Loss:0.00093079, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:36:27,604 - wikidata12k_1n - [INFO] - [Epoch:305]: Training Loss:0.0009307
2023-05-11 00:36:27,821 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 00:36:49,152 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 00:37:01,509 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 00:37:23,026 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 00:37:35,269 - wikidata12k_1n - [INFO] - [Evaluating Epoch 305 valid]:
MRR: Tail : 0.50199, Head : 0.36788, Avg : 0.43493
2023-05-11 00:37:35,269 - wikidata12k_1n - [INFO] - [Epoch 305]: Training Loss: 0.00093066, Valid MRR: 0.44315,
2023-05-11 00:37:35,914 - wikidata12k_1n - [INFO] - [E:306| 0]: Train Loss:0.00091854, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:38:38,907 - wikidata12k_1n - [INFO] - [E:306| 100]: Train Loss:0.00092839, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:39:41,797 - wikidata12k_1n - [INFO] - [E:306| 200]: Train Loss:0.00092859, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:40:44,734 - wikidata12k_1n - [INFO] - [E:306| 300]: Train Loss:0.0009302, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:41:47,688 - wikidata12k_1n - [INFO] - [E:306| 400]: Train Loss:0.00093024, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:42:50,774 - wikidata12k_1n - [INFO] - [E:306| 500]: Train Loss:0.00092952, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:43:53,753 - wikidata12k_1n - [INFO] - [E:306| 600]: Train Loss:0.00092991, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:44:56,731 - wikidata12k_1n - [INFO] - [E:306| 700]: Train Loss:0.00093003, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:45:59,730 - wikidata12k_1n - [INFO] - [E:306| 800]: Train Loss:0.00093045, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:47:02,656 - wikidata12k_1n - [INFO] - [E:306| 900]: Train Loss:0.00093009, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:48:05,645 - wikidata12k_1n - [INFO] - [E:306| 1000]: Train Loss:0.00093015, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:49:08,580 - wikidata12k_1n - [INFO] - [E:306| 1100]: Train Loss:0.0009301, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:50:11,508 - wikidata12k_1n - [INFO] - [E:306| 1200]: Train Loss:0.00093002, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:51:14,457 - wikidata12k_1n - [INFO] - [E:306| 1300]: Train Loss:0.00093043, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:52:17,449 - wikidata12k_1n - [INFO] - [E:306| 1400]: Train Loss:0.00093045, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:53:20,405 - wikidata12k_1n - [INFO] - [E:306| 1500]: Train Loss:0.00093053, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:54:23,385 - wikidata12k_1n - [INFO] - [E:306| 1600]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:55:04,554 - wikidata12k_1n - [INFO] - [Epoch:306]: Training Loss:0.0009304
2023-05-11 00:55:04,772 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 00:55:26,102 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 00:55:38,455 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 00:55:59,966 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 00:56:12,220 - wikidata12k_1n - [INFO] - [Evaluating Epoch 306 valid]:
MRR: Tail : 0.50427, Head : 0.36419, Avg : 0.43423
2023-05-11 00:56:12,220 - wikidata12k_1n - [INFO] - [Epoch 306]: Training Loss: 0.00093044, Valid MRR: 0.44315,
2023-05-11 00:56:12,864 - wikidata12k_1n - [INFO] - [E:307| 0]: Train Loss:0.0009177, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:57:15,838 - wikidata12k_1n - [INFO] - [E:307| 100]: Train Loss:0.00093139, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:58:18,756 - wikidata12k_1n - [INFO] - [E:307| 200]: Train Loss:0.00093033, Val MRR:0.44315, wikidata12k_1n
2023-05-11 00:59:21,684 - wikidata12k_1n - [INFO] - [E:307| 300]: Train Loss:0.00093033, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:00:24,689 - wikidata12k_1n - [INFO] - [E:307| 400]: Train Loss:0.0009308, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:01:27,646 - wikidata12k_1n - [INFO] - [E:307| 500]: Train Loss:0.00093047, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:02:30,526 - wikidata12k_1n - [INFO] - [E:307| 600]: Train Loss:0.00093035, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:03:33,433 - wikidata12k_1n - [INFO] - [E:307| 700]: Train Loss:0.00093, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:04:36,331 - wikidata12k_1n - [INFO] - [E:307| 800]: Train Loss:0.00092998, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:05:39,284 - wikidata12k_1n - [INFO] - [E:307| 900]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:06:42,231 - wikidata12k_1n - [INFO] - [E:307| 1000]: Train Loss:0.00093054, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:07:45,164 - wikidata12k_1n - [INFO] - [E:307| 1100]: Train Loss:0.00093034, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:08:48,127 - wikidata12k_1n - [INFO] - [E:307| 1200]: Train Loss:0.0009304, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:09:51,029 - wikidata12k_1n - [INFO] - [E:307| 1300]: Train Loss:0.0009303, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:10:53,897 - wikidata12k_1n - [INFO] - [E:307| 1400]: Train Loss:0.00093021, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:11:56,789 - wikidata12k_1n - [INFO] - [E:307| 1500]: Train Loss:0.00093037, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:12:59,691 - wikidata12k_1n - [INFO] - [E:307| 1600]: Train Loss:0.0009304, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:13:40,781 - wikidata12k_1n - [INFO] - [Epoch:307]: Training Loss:0.0009303
2023-05-11 01:13:40,998 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 01:14:02,324 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 01:14:14,673 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 01:14:36,162 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 01:14:48,390 - wikidata12k_1n - [INFO] - [Evaluating Epoch 307 valid]:
MRR: Tail : 0.4954, Head : 0.36415, Avg : 0.42977
2023-05-11 01:14:48,390 - wikidata12k_1n - [INFO] - [Epoch 307]: Training Loss: 0.00093029, Valid MRR: 0.44315,
2023-05-11 01:14:49,053 - wikidata12k_1n - [INFO] - [E:308| 0]: Train Loss:0.00093366, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:15:52,039 - wikidata12k_1n - [INFO] - [E:308| 100]: Train Loss:0.00093202, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:16:55,091 - wikidata12k_1n - [INFO] - [E:308| 200]: Train Loss:0.00093307, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:17:58,156 - wikidata12k_1n - [INFO] - [E:308| 300]: Train Loss:0.0009321, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:19:01,144 - wikidata12k_1n - [INFO] - [E:308| 400]: Train Loss:0.00093177, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:20:04,124 - wikidata12k_1n - [INFO] - [E:308| 500]: Train Loss:0.00093126, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:21:07,066 - wikidata12k_1n - [INFO] - [E:308| 600]: Train Loss:0.00093088, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:22:09,977 - wikidata12k_1n - [INFO] - [E:308| 700]: Train Loss:0.00093085, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:23:12,899 - wikidata12k_1n - [INFO] - [E:308| 800]: Train Loss:0.0009306, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:24:15,793 - wikidata12k_1n - [INFO] - [E:308| 900]: Train Loss:0.00093041, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:25:18,654 - wikidata12k_1n - [INFO] - [E:308| 1000]: Train Loss:0.0009303, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:26:21,600 - wikidata12k_1n - [INFO] - [E:308| 1100]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:27:24,550 - wikidata12k_1n - [INFO] - [E:308| 1200]: Train Loss:0.00093029, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:28:27,513 - wikidata12k_1n - [INFO] - [E:308| 1300]: Train Loss:0.00093042, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:29:30,504 - wikidata12k_1n - [INFO] - [E:308| 1400]: Train Loss:0.00093056, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:30:33,521 - wikidata12k_1n - [INFO] - [E:308| 1500]: Train Loss:0.00093043, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:31:36,441 - wikidata12k_1n - [INFO] - [E:308| 1600]: Train Loss:0.00093045, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:32:17,555 - wikidata12k_1n - [INFO] - [Epoch:308]: Training Loss:0.0009304
2023-05-11 01:32:17,772 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 01:32:39,108 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 01:32:51,464 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 01:33:12,990 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 01:33:25,222 - wikidata12k_1n - [INFO] - [Evaluating Epoch 308 valid]:
MRR: Tail : 0.49635, Head : 0.36939, Avg : 0.43287
2023-05-11 01:33:25,222 - wikidata12k_1n - [INFO] - [Epoch 308]: Training Loss: 0.00093038, Valid MRR: 0.44315,
2023-05-11 01:33:25,868 - wikidata12k_1n - [INFO] - [E:309| 0]: Train Loss:0.00092534, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:34:28,726 - wikidata12k_1n - [INFO] - [E:309| 100]: Train Loss:0.00092917, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:35:31,750 - wikidata12k_1n - [INFO] - [E:309| 200]: Train Loss:0.00092937, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:36:34,728 - wikidata12k_1n - [INFO] - [E:309| 300]: Train Loss:0.00092987, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:37:37,642 - wikidata12k_1n - [INFO] - [E:309| 400]: Train Loss:0.00092982, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:38:40,622 - wikidata12k_1n - [INFO] - [E:309| 500]: Train Loss:0.00093016, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:39:43,551 - wikidata12k_1n - [INFO] - [E:309| 600]: Train Loss:0.00093068, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:40:46,428 - wikidata12k_1n - [INFO] - [E:309| 700]: Train Loss:0.00093011, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:41:49,358 - wikidata12k_1n - [INFO] - [E:309| 800]: Train Loss:0.00093004, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:42:52,295 - wikidata12k_1n - [INFO] - [E:309| 900]: Train Loss:0.00093004, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:43:55,233 - wikidata12k_1n - [INFO] - [E:309| 1000]: Train Loss:0.00093001, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:44:58,210 - wikidata12k_1n - [INFO] - [E:309| 1100]: Train Loss:0.00092999, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:46:01,177 - wikidata12k_1n - [INFO] - [E:309| 1200]: Train Loss:0.00092984, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:47:04,112 - wikidata12k_1n - [INFO] - [E:309| 1300]: Train Loss:0.00093004, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:48:07,025 - wikidata12k_1n - [INFO] - [E:309| 1400]: Train Loss:0.00092981, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:49:09,902 - wikidata12k_1n - [INFO] - [E:309| 1500]: Train Loss:0.00093015, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:50:12,864 - wikidata12k_1n - [INFO] - [E:309| 1600]: Train Loss:0.00093047, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:50:53,982 - wikidata12k_1n - [INFO] - [Epoch:309]: Training Loss:0.0009305
2023-05-11 01:50:54,198 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 01:51:15,554 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 01:51:27,912 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 01:51:49,433 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 01:52:01,691 - wikidata12k_1n - [INFO] - [Evaluating Epoch 309 valid]:
MRR: Tail : 0.50405, Head : 0.36331, Avg : 0.43368
MR: Tail : 812.12, Head : 948.19, Avg : 880.15
Hit-1: Tail : 0.42171, Head : 0.26059, Avg : 0.34115
Hit-3: Tail : 0.55359, Head : 0.42696, Avg : 0.49028
Hit-10: Tail : 0.65934, Head : 0.55161, Avg : 0.60548
2023-05-11 01:52:01,691 - wikidata12k_1n - [INFO] - [Epoch 309]: Training Loss: 0.00093055, Valid MRR: 0.44315,
2023-05-11 01:52:02,341 - wikidata12k_1n - [INFO] - [E:310| 0]: Train Loss:0.0009554, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:53:05,411 - wikidata12k_1n - [INFO] - [E:310| 100]: Train Loss:0.00093115, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:54:08,338 - wikidata12k_1n - [INFO] - [E:310| 200]: Train Loss:0.00093097, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:55:11,227 - wikidata12k_1n - [INFO] - [E:310| 300]: Train Loss:0.00093197, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:56:14,131 - wikidata12k_1n - [INFO] - [E:310| 400]: Train Loss:0.00093137, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:57:17,097 - wikidata12k_1n - [INFO] - [E:310| 500]: Train Loss:0.00093187, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:58:20,083 - wikidata12k_1n - [INFO] - [E:310| 600]: Train Loss:0.00093188, Val MRR:0.44315, wikidata12k_1n
2023-05-11 01:59:23,092 - wikidata12k_1n - [INFO] - [E:310| 700]: Train Loss:0.00093226, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:00:26,068 - wikidata12k_1n - [INFO] - [E:310| 800]: Train Loss:0.00093196, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:01:29,129 - wikidata12k_1n - [INFO] - [E:310| 900]: Train Loss:0.00093148, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:02:32,074 - wikidata12k_1n - [INFO] - [E:310| 1000]: Train Loss:0.00093133, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:03:35,063 - wikidata12k_1n - [INFO] - [E:310| 1100]: Train Loss:0.00093129, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:04:38,048 - wikidata12k_1n - [INFO] - [E:310| 1200]: Train Loss:0.00093101, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:05:41,031 - wikidata12k_1n - [INFO] - [E:310| 1300]: Train Loss:0.00093093, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:06:43,989 - wikidata12k_1n - [INFO] - [E:310| 1400]: Train Loss:0.00093096, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:07:46,962 - wikidata12k_1n - [INFO] - [E:310| 1500]: Train Loss:0.00093076, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:08:49,953 - wikidata12k_1n - [INFO] - [E:310| 1600]: Train Loss:0.00093067, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:09:31,095 - wikidata12k_1n - [INFO] - [Epoch:310]: Training Loss:0.0009305
2023-05-11 02:09:31,311 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 02:09:52,658 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 02:10:05,044 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 02:10:26,552 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 02:10:38,778 - wikidata12k_1n - [INFO] - [Evaluating Epoch 310 valid]:
MRR: Tail : 0.50159, Head : 0.36199, Avg : 0.43179
2023-05-11 02:10:38,778 - wikidata12k_1n - [INFO] - [Epoch 310]: Training Loss: 0.00093049, Valid MRR: 0.44315,
2023-05-11 02:10:39,423 - wikidata12k_1n - [INFO] - [E:311| 0]: Train Loss:0.00091257, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:11:42,388 - wikidata12k_1n - [INFO] - [E:311| 100]: Train Loss:0.00093384, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:12:45,366 - wikidata12k_1n - [INFO] - [E:311| 200]: Train Loss:0.00093199, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:13:48,279 - wikidata12k_1n - [INFO] - [E:311| 300]: Train Loss:0.00093082, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:14:51,197 - wikidata12k_1n - [INFO] - [E:311| 400]: Train Loss:0.00093094, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:15:54,138 - wikidata12k_1n - [INFO] - [E:311| 500]: Train Loss:0.00093066, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:16:57,111 - wikidata12k_1n - [INFO] - [E:311| 600]: Train Loss:0.00093105, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:18:00,045 - wikidata12k_1n - [INFO] - [E:311| 700]: Train Loss:0.00093122, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:19:03,076 - wikidata12k_1n - [INFO] - [E:311| 800]: Train Loss:0.00093099, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:20:06,048 - wikidata12k_1n - [INFO] - [E:311| 900]: Train Loss:0.00093109, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:21:09,009 - wikidata12k_1n - [INFO] - [E:311| 1000]: Train Loss:0.00093092, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:22:11,928 - wikidata12k_1n - [INFO] - [E:311| 1100]: Train Loss:0.00093084, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:23:14,851 - wikidata12k_1n - [INFO] - [E:311| 1200]: Train Loss:0.00093089, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:24:17,752 - wikidata12k_1n - [INFO] - [E:311| 1300]: Train Loss:0.00093101, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:25:20,656 - wikidata12k_1n - [INFO] - [E:311| 1400]: Train Loss:0.00093086, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:26:23,633 - wikidata12k_1n - [INFO] - [E:311| 1500]: Train Loss:0.00093063, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:27:26,467 - wikidata12k_1n - [INFO] - [E:311| 1600]: Train Loss:0.00093053, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:28:07,684 - wikidata12k_1n - [INFO] - [Epoch:311]: Training Loss:0.0009303
2023-05-11 02:28:07,901 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 02:28:29,242 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 02:28:41,598 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 02:29:03,131 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 02:29:15,367 - wikidata12k_1n - [INFO] - [Evaluating Epoch 311 valid]:
MRR: Tail : 0.49779, Head : 0.35596, Avg : 0.42687
2023-05-11 02:29:15,367 - wikidata12k_1n - [INFO] - [Epoch 311]: Training Loss: 0.00093033, Valid MRR: 0.44315,
2023-05-11 02:29:16,010 - wikidata12k_1n - [INFO] - [E:312| 0]: Train Loss:0.00090903, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:30:19,008 - wikidata12k_1n - [INFO] - [E:312| 100]: Train Loss:0.00093455, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:31:21,986 - wikidata12k_1n - [INFO] - [E:312| 200]: Train Loss:0.00093234, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:32:24,903 - wikidata12k_1n - [INFO] - [E:312| 300]: Train Loss:0.00093176, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:33:27,784 - wikidata12k_1n - [INFO] - [E:312| 400]: Train Loss:0.00093074, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:34:30,682 - wikidata12k_1n - [INFO] - [E:312| 500]: Train Loss:0.00093081, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:35:33,610 - wikidata12k_1n - [INFO] - [E:312| 600]: Train Loss:0.00093094, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:36:36,689 - wikidata12k_1n - [INFO] - [E:312| 700]: Train Loss:0.00093087, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:37:39,690 - wikidata12k_1n - [INFO] - [E:312| 800]: Train Loss:0.00093053, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:38:42,676 - wikidata12k_1n - [INFO] - [E:312| 900]: Train Loss:0.00093033, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:39:45,625 - wikidata12k_1n - [INFO] - [E:312| 1000]: Train Loss:0.00093031, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:40:48,514 - wikidata12k_1n - [INFO] - [E:312| 1100]: Train Loss:0.00093048, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:41:51,462 - wikidata12k_1n - [INFO] - [E:312| 1200]: Train Loss:0.0009308, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:42:54,377 - wikidata12k_1n - [INFO] - [E:312| 1300]: Train Loss:0.00093047, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:43:57,332 - wikidata12k_1n - [INFO] - [E:312| 1400]: Train Loss:0.0009305, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:45:00,276 - wikidata12k_1n - [INFO] - [E:312| 1500]: Train Loss:0.00093038, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:46:03,296 - wikidata12k_1n - [INFO] - [E:312| 1600]: Train Loss:0.00093017, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:46:44,425 - wikidata12k_1n - [INFO] - [Epoch:312]: Training Loss:0.0009302
2023-05-11 02:46:44,642 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 02:47:05,990 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 02:47:18,335 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 02:47:39,840 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 02:47:52,070 - wikidata12k_1n - [INFO] - [Evaluating Epoch 312 valid]:
MRR: Tail : 0.49929, Head : 0.3543, Avg : 0.42679
2023-05-11 02:47:52,070 - wikidata12k_1n - [INFO] - [Epoch 312]: Training Loss: 0.00093016, Valid MRR: 0.44315,
2023-05-11 02:47:52,715 - wikidata12k_1n - [INFO] - [E:313| 0]: Train Loss:0.00090356, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:48:55,682 - wikidata12k_1n - [INFO] - [E:313| 100]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:49:58,735 - wikidata12k_1n - [INFO] - [E:313| 200]: Train Loss:0.00093003, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:51:01,756 - wikidata12k_1n - [INFO] - [E:313| 300]: Train Loss:0.00092982, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:52:04,741 - wikidata12k_1n - [INFO] - [E:313| 400]: Train Loss:0.0009294, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:53:07,695 - wikidata12k_1n - [INFO] - [E:313| 500]: Train Loss:0.00092955, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:54:10,714 - wikidata12k_1n - [INFO] - [E:313| 600]: Train Loss:0.00092979, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:55:13,678 - wikidata12k_1n - [INFO] - [E:313| 700]: Train Loss:0.00092985, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:56:16,698 - wikidata12k_1n - [INFO] - [E:313| 800]: Train Loss:0.00092997, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:57:19,563 - wikidata12k_1n - [INFO] - [E:313| 900]: Train Loss:0.00092998, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:58:22,464 - wikidata12k_1n - [INFO] - [E:313| 1000]: Train Loss:0.00092991, Val MRR:0.44315, wikidata12k_1n
2023-05-11 02:59:25,466 - wikidata12k_1n - [INFO] - [E:313| 1100]: Train Loss:0.00092974, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:00:28,444 - wikidata12k_1n - [INFO] - [E:313| 1200]: Train Loss:0.00093001, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:01:31,406 - wikidata12k_1n - [INFO] - [E:313| 1300]: Train Loss:0.00092977, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:02:34,390 - wikidata12k_1n - [INFO] - [E:313| 1400]: Train Loss:0.00093005, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:03:37,394 - wikidata12k_1n - [INFO] - [E:313| 1500]: Train Loss:0.00093003, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:04:40,282 - wikidata12k_1n - [INFO] - [E:313| 1600]: Train Loss:0.00093003, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:05:21,374 - wikidata12k_1n - [INFO] - [Epoch:313]: Training Loss:0.0009301
2023-05-11 03:05:21,591 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 03:05:42,929 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 03:05:55,297 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 03:06:16,812 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 03:06:29,055 - wikidata12k_1n - [INFO] - [Evaluating Epoch 313 valid]:
MRR: Tail : 0.50539, Head : 0.37021, Avg : 0.4378
2023-05-11 03:06:29,055 - wikidata12k_1n - [INFO] - [Epoch 313]: Training Loss: 0.00093005, Valid MRR: 0.44315,
2023-05-11 03:06:29,698 - wikidata12k_1n - [INFO] - [E:314| 0]: Train Loss:0.00090462, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:07:32,686 - wikidata12k_1n - [INFO] - [E:314| 100]: Train Loss:0.00093462, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:08:35,677 - wikidata12k_1n - [INFO] - [E:314| 200]: Train Loss:0.00093173, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:09:38,653 - wikidata12k_1n - [INFO] - [E:314| 300]: Train Loss:0.00093133, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:10:41,648 - wikidata12k_1n - [INFO] - [E:314| 400]: Train Loss:0.00093035, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:11:44,696 - wikidata12k_1n - [INFO] - [E:314| 500]: Train Loss:0.00093013, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:12:47,696 - wikidata12k_1n - [INFO] - [E:314| 600]: Train Loss:0.00093012, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:13:50,652 - wikidata12k_1n - [INFO] - [E:314| 700]: Train Loss:0.00092992, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:14:53,652 - wikidata12k_1n - [INFO] - [E:314| 800]: Train Loss:0.00093014, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:15:56,645 - wikidata12k_1n - [INFO] - [E:314| 900]: Train Loss:0.00092964, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:16:59,639 - wikidata12k_1n - [INFO] - [E:314| 1000]: Train Loss:0.00092981, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:18:02,574 - wikidata12k_1n - [INFO] - [E:314| 1100]: Train Loss:0.00092957, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:19:05,550 - wikidata12k_1n - [INFO] - [E:314| 1200]: Train Loss:0.00092973, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:20:08,500 - wikidata12k_1n - [INFO] - [E:314| 1300]: Train Loss:0.0009298, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:21:11,558 - wikidata12k_1n - [INFO] - [E:314| 1400]: Train Loss:0.00092989, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:22:14,531 - wikidata12k_1n - [INFO] - [E:314| 1500]: Train Loss:0.00093008, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:23:17,516 - wikidata12k_1n - [INFO] - [E:314| 1600]: Train Loss:0.0009301, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:23:58,686 - wikidata12k_1n - [INFO] - [Epoch:314]: Training Loss:0.0009301
2023-05-11 03:23:58,902 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 03:24:20,246 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 03:24:32,609 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 03:24:54,142 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 03:25:06,380 - wikidata12k_1n - [INFO] - [Evaluating Epoch 314 valid]:
MRR: Tail : 0.50672, Head : 0.35864, Avg : 0.43268
2023-05-11 03:25:06,380 - wikidata12k_1n - [INFO] - [Epoch 314]: Training Loss: 0.00093014, Valid MRR: 0.44315,
2023-05-11 03:25:07,025 - wikidata12k_1n - [INFO] - [E:315| 0]: Train Loss:0.00093484, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:26:09,993 - wikidata12k_1n - [INFO] - [E:315| 100]: Train Loss:0.00092793, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:27:12,903 - wikidata12k_1n - [INFO] - [E:315| 200]: Train Loss:0.00092762, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:28:15,853 - wikidata12k_1n - [INFO] - [E:315| 300]: Train Loss:0.00092825, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:29:18,872 - wikidata12k_1n - [INFO] - [E:315| 400]: Train Loss:0.00092882, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:30:21,847 - wikidata12k_1n - [INFO] - [E:315| 500]: Train Loss:0.00092887, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:31:24,810 - wikidata12k_1n - [INFO] - [E:315| 600]: Train Loss:0.00092908, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:32:27,732 - wikidata12k_1n - [INFO] - [E:315| 700]: Train Loss:0.0009289, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:33:30,639 - wikidata12k_1n - [INFO] - [E:315| 800]: Train Loss:0.00092929, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:34:33,570 - wikidata12k_1n - [INFO] - [E:315| 900]: Train Loss:0.0009292, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:35:36,457 - wikidata12k_1n - [INFO] - [E:315| 1000]: Train Loss:0.00092933, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:36:39,348 - wikidata12k_1n - [INFO] - [E:315| 1100]: Train Loss:0.00092949, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:37:42,314 - wikidata12k_1n - [INFO] - [E:315| 1200]: Train Loss:0.00092957, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:38:45,265 - wikidata12k_1n - [INFO] - [E:315| 1300]: Train Loss:0.00092953, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:39:48,193 - wikidata12k_1n - [INFO] - [E:315| 1400]: Train Loss:0.00092971, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:40:51,119 - wikidata12k_1n - [INFO] - [E:315| 1500]: Train Loss:0.0009298, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:41:53,996 - wikidata12k_1n - [INFO] - [E:315| 1600]: Train Loss:0.00092988, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:42:35,146 - wikidata12k_1n - [INFO] - [Epoch:315]: Training Loss:0.0009301
2023-05-11 03:42:35,363 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 03:42:56,724 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 03:43:09,074 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 03:43:30,592 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 03:43:42,837 - wikidata12k_1n - [INFO] - [Evaluating Epoch 315 valid]:
MRR: Tail : 0.50906, Head : 0.36455, Avg : 0.43681
2023-05-11 03:43:42,837 - wikidata12k_1n - [INFO] - [Epoch 315]: Training Loss: 0.00093007, Valid MRR: 0.44315,
2023-05-11 03:43:43,483 - wikidata12k_1n - [INFO] - [E:316| 0]: Train Loss:0.00096548, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:44:46,463 - wikidata12k_1n - [INFO] - [E:316| 100]: Train Loss:0.00092773, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:45:49,417 - wikidata12k_1n - [INFO] - [E:316| 200]: Train Loss:0.00092822, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:46:52,492 - wikidata12k_1n - [INFO] - [E:316| 300]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:47:55,456 - wikidata12k_1n - [INFO] - [E:316| 400]: Train Loss:0.00092845, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:48:58,387 - wikidata12k_1n - [INFO] - [E:316| 500]: Train Loss:0.00092868, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:50:01,298 - wikidata12k_1n - [INFO] - [E:316| 600]: Train Loss:0.0009289, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:51:04,179 - wikidata12k_1n - [INFO] - [E:316| 700]: Train Loss:0.00092912, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:52:07,109 - wikidata12k_1n - [INFO] - [E:316| 800]: Train Loss:0.0009293, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:53:09,957 - wikidata12k_1n - [INFO] - [E:316| 900]: Train Loss:0.0009292, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:54:12,921 - wikidata12k_1n - [INFO] - [E:316| 1000]: Train Loss:0.00092957, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:55:15,930 - wikidata12k_1n - [INFO] - [E:316| 1100]: Train Loss:0.00092925, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:56:18,872 - wikidata12k_1n - [INFO] - [E:316| 1200]: Train Loss:0.00092924, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:57:21,808 - wikidata12k_1n - [INFO] - [E:316| 1300]: Train Loss:0.0009296, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:58:24,785 - wikidata12k_1n - [INFO] - [E:316| 1400]: Train Loss:0.00092936, Val MRR:0.44315, wikidata12k_1n
2023-05-11 03:59:27,692 - wikidata12k_1n - [INFO] - [E:316| 1500]: Train Loss:0.00092947, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:00:30,677 - wikidata12k_1n - [INFO] - [E:316| 1600]: Train Loss:0.00092953, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:01:11,831 - wikidata12k_1n - [INFO] - [Epoch:316]: Training Loss:0.0009298
2023-05-11 04:01:12,047 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 04:01:33,393 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 04:01:45,758 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 04:02:07,292 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 04:02:19,529 - wikidata12k_1n - [INFO] - [Evaluating Epoch 316 valid]:
MRR: Tail : 0.50167, Head : 0.36627, Avg : 0.43397
2023-05-11 04:02:19,529 - wikidata12k_1n - [INFO] - [Epoch 316]: Training Loss: 0.00092978, Valid MRR: 0.44315,
2023-05-11 04:02:20,175 - wikidata12k_1n - [INFO] - [E:317| 0]: Train Loss:0.00095845, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:03:23,161 - wikidata12k_1n - [INFO] - [E:317| 100]: Train Loss:0.00093154, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:04:26,136 - wikidata12k_1n - [INFO] - [E:317| 200]: Train Loss:0.0009302, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:05:29,122 - wikidata12k_1n - [INFO] - [E:317| 300]: Train Loss:0.0009301, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:06:32,041 - wikidata12k_1n - [INFO] - [E:317| 400]: Train Loss:0.00093024, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:07:34,974 - wikidata12k_1n - [INFO] - [E:317| 500]: Train Loss:0.00093059, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:08:37,945 - wikidata12k_1n - [INFO] - [E:317| 600]: Train Loss:0.00093091, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:09:40,818 - wikidata12k_1n - [INFO] - [E:317| 700]: Train Loss:0.0009304, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:10:43,675 - wikidata12k_1n - [INFO] - [E:317| 800]: Train Loss:0.00093095, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:11:46,538 - wikidata12k_1n - [INFO] - [E:317| 900]: Train Loss:0.0009307, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:12:49,478 - wikidata12k_1n - [INFO] - [E:317| 1000]: Train Loss:0.0009307, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:13:52,436 - wikidata12k_1n - [INFO] - [E:317| 1100]: Train Loss:0.00093074, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:14:55,331 - wikidata12k_1n - [INFO] - [E:317| 1200]: Train Loss:0.00093063, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:15:58,261 - wikidata12k_1n - [INFO] - [E:317| 1300]: Train Loss:0.00093064, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:17:01,233 - wikidata12k_1n - [INFO] - [E:317| 1400]: Train Loss:0.00093051, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:18:04,197 - wikidata12k_1n - [INFO] - [E:317| 1500]: Train Loss:0.00093022, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:19:07,156 - wikidata12k_1n - [INFO] - [E:317| 1600]: Train Loss:0.00093038, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:19:48,258 - wikidata12k_1n - [INFO] - [Epoch:317]: Training Loss:0.0009302
2023-05-11 04:19:48,474 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 04:20:09,790 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 04:20:22,129 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 04:20:43,614 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 04:20:55,843 - wikidata12k_1n - [INFO] - [Evaluating Epoch 317 valid]:
MRR: Tail : 0.50327, Head : 0.36651, Avg : 0.43489
2023-05-11 04:20:55,843 - wikidata12k_1n - [INFO] - [Epoch 317]: Training Loss: 0.00093025, Valid MRR: 0.44315,
2023-05-11 04:20:56,487 - wikidata12k_1n - [INFO] - [E:318| 0]: Train Loss:0.00091186, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:21:59,510 - wikidata12k_1n - [INFO] - [E:318| 100]: Train Loss:0.0009297, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:23:02,520 - wikidata12k_1n - [INFO] - [E:318| 200]: Train Loss:0.00093027, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:24:05,440 - wikidata12k_1n - [INFO] - [E:318| 300]: Train Loss:0.0009295, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:25:08,297 - wikidata12k_1n - [INFO] - [E:318| 400]: Train Loss:0.0009293, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:26:11,200 - wikidata12k_1n - [INFO] - [E:318| 500]: Train Loss:0.00092908, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:27:14,102 - wikidata12k_1n - [INFO] - [E:318| 600]: Train Loss:0.00092917, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:28:16,976 - wikidata12k_1n - [INFO] - [E:318| 700]: Train Loss:0.00092882, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:29:19,954 - wikidata12k_1n - [INFO] - [E:318| 800]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:30:23,003 - wikidata12k_1n - [INFO] - [E:318| 900]: Train Loss:0.00092894, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:31:26,031 - wikidata12k_1n - [INFO] - [E:318| 1000]: Train Loss:0.00092926, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:32:29,008 - wikidata12k_1n - [INFO] - [E:318| 1100]: Train Loss:0.00092945, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:33:31,980 - wikidata12k_1n - [INFO] - [E:318| 1200]: Train Loss:0.00092961, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:34:34,951 - wikidata12k_1n - [INFO] - [E:318| 1300]: Train Loss:0.00092955, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:35:37,921 - wikidata12k_1n - [INFO] - [E:318| 1400]: Train Loss:0.0009296, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:36:40,877 - wikidata12k_1n - [INFO] - [E:318| 1500]: Train Loss:0.00092946, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:37:43,823 - wikidata12k_1n - [INFO] - [E:318| 1600]: Train Loss:0.00092965, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:38:24,920 - wikidata12k_1n - [INFO] - [Epoch:318]: Training Loss:0.0009298
2023-05-11 04:38:25,137 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 04:38:46,456 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 04:38:58,814 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 04:39:20,378 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 04:39:32,597 - wikidata12k_1n - [INFO] - [Evaluating Epoch 318 valid]:
MRR: Tail : 0.51335, Head : 0.36997, Avg : 0.44166
2023-05-11 04:39:32,597 - wikidata12k_1n - [INFO] - [Epoch 318]: Training Loss: 0.0009298, Valid MRR: 0.44315,
2023-05-11 04:39:33,242 - wikidata12k_1n - [INFO] - [E:319| 0]: Train Loss:0.00093893, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:40:36,249 - wikidata12k_1n - [INFO] - [E:319| 100]: Train Loss:0.00093058, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:41:39,149 - wikidata12k_1n - [INFO] - [E:319| 200]: Train Loss:0.00093136, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:42:42,057 - wikidata12k_1n - [INFO] - [E:319| 300]: Train Loss:0.00093191, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:43:44,953 - wikidata12k_1n - [INFO] - [E:319| 400]: Train Loss:0.0009315, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:44:47,814 - wikidata12k_1n - [INFO] - [E:319| 500]: Train Loss:0.00093119, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:45:50,692 - wikidata12k_1n - [INFO] - [E:319| 600]: Train Loss:0.00093066, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:46:53,644 - wikidata12k_1n - [INFO] - [E:319| 700]: Train Loss:0.00092975, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:47:56,578 - wikidata12k_1n - [INFO] - [E:319| 800]: Train Loss:0.00093004, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:48:59,535 - wikidata12k_1n - [INFO] - [E:319| 900]: Train Loss:0.00093001, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:50:02,461 - wikidata12k_1n - [INFO] - [E:319| 1000]: Train Loss:0.00093011, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:51:05,412 - wikidata12k_1n - [INFO] - [E:319| 1100]: Train Loss:0.00092997, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:52:08,392 - wikidata12k_1n - [INFO] - [E:319| 1200]: Train Loss:0.00093002, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:53:11,337 - wikidata12k_1n - [INFO] - [E:319| 1300]: Train Loss:0.00093035, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:54:14,310 - wikidata12k_1n - [INFO] - [E:319| 1400]: Train Loss:0.00093036, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:55:17,215 - wikidata12k_1n - [INFO] - [E:319| 1500]: Train Loss:0.00093025, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:56:20,185 - wikidata12k_1n - [INFO] - [E:319| 1600]: Train Loss:0.00093007, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:57:01,428 - wikidata12k_1n - [INFO] - [Epoch:319]: Training Loss:0.0009298
2023-05-11 04:57:01,644 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 04:57:22,979 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 04:57:35,339 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 04:57:56,884 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 04:58:09,126 - wikidata12k_1n - [INFO] - [Evaluating Epoch 319 valid]:
MRR: Tail : 0.50379, Head : 0.36992, Avg : 0.43685
MR: Tail : 796.78, Head : 957.64, Avg : 877.21
Hit-1: Tail : 0.42102, Head : 0.27237, Avg : 0.34669
Hit-3: Tail : 0.55067, Head : 0.4184, Avg : 0.48454
Hit-10: Tail : 0.659, Head : 0.55364, Avg : 0.60632
2023-05-11 04:58:09,126 - wikidata12k_1n - [INFO] - [Epoch 319]: Training Loss: 0.00092985, Valid MRR: 0.44315,
2023-05-11 04:58:09,771 - wikidata12k_1n - [INFO] - [E:320| 0]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n
2023-05-11 04:59:12,736 - wikidata12k_1n - [INFO] - [E:320| 100]: Train Loss:0.00093186, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:00:15,714 - wikidata12k_1n - [INFO] - [E:320| 200]: Train Loss:0.00093155, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:01:18,688 - wikidata12k_1n - [INFO] - [E:320| 300]: Train Loss:0.00093012, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:02:21,646 - wikidata12k_1n - [INFO] - [E:320| 400]: Train Loss:0.00092997, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:03:24,619 - wikidata12k_1n - [INFO] - [E:320| 500]: Train Loss:0.00092974, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:04:27,602 - wikidata12k_1n - [INFO] - [E:320| 600]: Train Loss:0.00093004, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:05:30,686 - wikidata12k_1n - [INFO] - [E:320| 700]: Train Loss:0.00093039, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:06:33,606 - wikidata12k_1n - [INFO] - [E:320| 800]: Train Loss:0.00093008, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:07:36,511 - wikidata12k_1n - [INFO] - [E:320| 900]: Train Loss:0.00093004, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:08:39,422 - wikidata12k_1n - [INFO] - [E:320| 1000]: Train Loss:0.00093002, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:09:42,306 - wikidata12k_1n - [INFO] - [E:320| 1100]: Train Loss:0.00092997, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:10:33,502 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False}
2023-05-11 05:10:45,244 - wikidata12k_1n - [INFO] - [E:320| 1200]: Train Loss:0.00092982, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:10:48,140 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 05:11:46,840 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 05:11:48,233 - wikidata12k_1n - [INFO] - [E:320| 1300]: Train Loss:0.00092983, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:12:16,839 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n
2023-05-11 05:12:51,197 - wikidata12k_1n - [INFO] - [E:320| 1400]: Train Loss:0.00092988, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:13:15,718 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n
2023-05-11 05:13:45,102 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.47608, Head : 0.32707, Avg : 0.40157
MR: Tail : 967.41, Head : 1027.6, Avg : 997.52
Hit-1: Tail : 0.38981, Head : 0.23735, Avg : 0.31358
Hit-3: Tail : 0.53209, Head : 0.36153, Avg : 0.44681
Hit-10: Tail : 0.63276, Head : 0.51072, Avg : 0.57174
2023-05-11 05:13:54,030 - wikidata12k_1n - [INFO] - [E:320| 1500]: Train Loss:0.00092994, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:14:56,908 - wikidata12k_1n - [INFO] - [E:320| 1600]: Train Loss:0.00092986, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:15:38,050 - wikidata12k_1n - [INFO] - [Epoch:320]: Training Loss:0.0009298
2023-05-11 05:15:38,268 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 05:15:59,645 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 05:16:12,007 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 05:16:33,520 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 05:16:45,768 - wikidata12k_1n - [INFO] - [Evaluating Epoch 320 valid]:
MRR: Tail : 0.50799, Head : 0.30454, Avg : 0.40626
2023-05-11 05:16:45,768 - wikidata12k_1n - [INFO] - [Epoch 320]: Training Loss: 0.00092975, Valid MRR: 0.44315,
2023-05-11 05:16:46,412 - wikidata12k_1n - [INFO] - [E:321| 0]: Train Loss:0.00090914, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:17:49,395 - wikidata12k_1n - [INFO] - [E:321| 100]: Train Loss:0.00092672, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:18:52,366 - wikidata12k_1n - [INFO] - [E:321| 200]: Train Loss:0.00092605, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:19:55,324 - wikidata12k_1n - [INFO] - [E:321| 300]: Train Loss:0.0009277, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:20:58,281 - wikidata12k_1n - [INFO] - [E:321| 400]: Train Loss:0.00092809, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:22:01,267 - wikidata12k_1n - [INFO] - [E:321| 500]: Train Loss:0.00092837, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:23:04,195 - wikidata12k_1n - [INFO] - [E:321| 600]: Train Loss:0.00092831, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:24:07,118 - wikidata12k_1n - [INFO] - [E:321| 700]: Train Loss:0.00092884, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:25:10,240 - wikidata12k_1n - [INFO] - [E:321| 800]: Train Loss:0.00092952, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:26:13,205 - wikidata12k_1n - [INFO] - [E:321| 900]: Train Loss:0.00092996, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:27:16,133 - wikidata12k_1n - [INFO] - [E:321| 1000]: Train Loss:0.00092975, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:28:19,105 - wikidata12k_1n - [INFO] - [E:321| 1100]: Train Loss:0.00093006, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:29:22,028 - wikidata12k_1n - [INFO] - [E:321| 1200]: Train Loss:0.00093023, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:30:24,936 - wikidata12k_1n - [INFO] - [E:321| 1300]: Train Loss:0.00093026, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:31:27,869 - wikidata12k_1n - [INFO] - [E:321| 1400]: Train Loss:0.00093002, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:32:30,804 - wikidata12k_1n - [INFO] - [E:321| 1500]: Train Loss:0.00092994, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:33:33,774 - wikidata12k_1n - [INFO] - [E:321| 1600]: Train Loss:0.00092987, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:34:15,002 - wikidata12k_1n - [INFO] - [Epoch:321]: Training Loss:0.0009298
2023-05-11 05:34:15,219 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 05:34:36,565 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 05:34:48,921 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 05:35:10,433 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 05:35:22,661 - wikidata12k_1n - [INFO] - [Evaluating Epoch 321 valid]:
MRR: Tail : 0.50035, Head : 0.36701, Avg : 0.43368
2023-05-11 05:35:22,661 - wikidata12k_1n - [INFO] - [Epoch 321]: Training Loss: 0.00092981, Valid MRR: 0.44315,
2023-05-11 05:35:23,314 - wikidata12k_1n - [INFO] - [E:322| 0]: Train Loss:0.00093032, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:36:26,290 - wikidata12k_1n - [INFO] - [E:322| 100]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:37:29,253 - wikidata12k_1n - [INFO] - [E:322| 200]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:38:32,246 - wikidata12k_1n - [INFO] - [E:322| 300]: Train Loss:0.00093029, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:39:35,116 - wikidata12k_1n - [INFO] - [E:322| 400]: Train Loss:0.00092994, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:40:38,114 - wikidata12k_1n - [INFO] - [E:322| 500]: Train Loss:0.0009295, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:41:41,030 - wikidata12k_1n - [INFO] - [E:322| 600]: Train Loss:0.00092958, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:42:44,097 - wikidata12k_1n - [INFO] - [E:322| 700]: Train Loss:0.00092935, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:43:47,129 - wikidata12k_1n - [INFO] - [E:322| 800]: Train Loss:0.0009298, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:44:50,110 - wikidata12k_1n - [INFO] - [E:322| 900]: Train Loss:0.00092979, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:45:53,070 - wikidata12k_1n - [INFO] - [E:322| 1000]: Train Loss:0.00092967, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:46:56,011 - wikidata12k_1n - [INFO] - [E:322| 1100]: Train Loss:0.00092981, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:47:58,835 - wikidata12k_1n - [INFO] - [E:322| 1200]: Train Loss:0.00092951, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:49:01,674 - wikidata12k_1n - [INFO] - [E:322| 1300]: Train Loss:0.00092957, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:50:04,506 - wikidata12k_1n - [INFO] - [E:322| 1400]: Train Loss:0.00092948, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:51:07,337 - wikidata12k_1n - [INFO] - [E:322| 1500]: Train Loss:0.00092945, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:52:10,306 - wikidata12k_1n - [INFO] - [E:322| 1600]: Train Loss:0.00092948, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:52:51,439 - wikidata12k_1n - [INFO] - [Epoch:322]: Training Loss:0.0009295
2023-05-11 05:52:51,654 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 05:53:12,988 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 05:53:25,338 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 05:53:46,856 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 05:53:59,075 - wikidata12k_1n - [INFO] - [Evaluating Epoch 322 valid]:
MRR: Tail : 0.50104, Head : 0.34459, Avg : 0.42282
2023-05-11 05:53:59,075 - wikidata12k_1n - [INFO] - [Epoch 322]: Training Loss: 0.00092952, Valid MRR: 0.44315,
2023-05-11 05:53:59,718 - wikidata12k_1n - [INFO] - [E:323| 0]: Train Loss:0.00092344, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:55:02,644 - wikidata12k_1n - [INFO] - [E:323| 100]: Train Loss:0.00092535, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:56:05,564 - wikidata12k_1n - [INFO] - [E:323| 200]: Train Loss:0.00092603, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:57:08,481 - wikidata12k_1n - [INFO] - [E:323| 300]: Train Loss:0.00092749, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:58:11,395 - wikidata12k_1n - [INFO] - [E:323| 400]: Train Loss:0.00092841, Val MRR:0.44315, wikidata12k_1n
2023-05-11 05:59:14,291 - wikidata12k_1n - [INFO] - [E:323| 500]: Train Loss:0.00092874, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:00:17,308 - wikidata12k_1n - [INFO] - [E:323| 600]: Train Loss:0.00092878, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:01:20,271 - wikidata12k_1n - [INFO] - [E:323| 700]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:02:23,224 - wikidata12k_1n - [INFO] - [E:323| 800]: Train Loss:0.00092905, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:03:26,144 - wikidata12k_1n - [INFO] - [E:323| 900]: Train Loss:0.00092895, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:04:29,073 - wikidata12k_1n - [INFO] - [E:323| 1000]: Train Loss:0.00092884, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:05:32,007 - wikidata12k_1n - [INFO] - [E:323| 1100]: Train Loss:0.00092896, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:06:34,941 - wikidata12k_1n - [INFO] - [E:323| 1200]: Train Loss:0.00092907, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:07:37,854 - wikidata12k_1n - [INFO] - [E:323| 1300]: Train Loss:0.00092939, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:08:40,807 - wikidata12k_1n - [INFO] - [E:323| 1400]: Train Loss:0.00092942, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:09:43,738 - wikidata12k_1n - [INFO] - [E:323| 1500]: Train Loss:0.00092942, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:10:46,688 - wikidata12k_1n - [INFO] - [E:323| 1600]: Train Loss:0.00092947, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:11:27,789 - wikidata12k_1n - [INFO] - [Epoch:323]: Training Loss:0.0009294
2023-05-11 06:11:28,007 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 06:11:49,338 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 06:12:01,681 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 06:12:23,175 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 06:12:35,404 - wikidata12k_1n - [INFO] - [Evaluating Epoch 323 valid]:
MRR: Tail : 0.50312, Head : 0.34639, Avg : 0.42475
2023-05-11 06:12:35,404 - wikidata12k_1n - [INFO] - [Epoch 323]: Training Loss: 0.00092944, Valid MRR: 0.44315,
2023-05-11 06:12:36,056 - wikidata12k_1n - [INFO] - [E:324| 0]: Train Loss:0.00092003, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:13:38,938 - wikidata12k_1n - [INFO] - [E:324| 100]: Train Loss:0.00092772, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:14:41,857 - wikidata12k_1n - [INFO] - [E:324| 200]: Train Loss:0.00093005, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:15:44,759 - wikidata12k_1n - [INFO] - [E:324| 300]: Train Loss:0.00092992, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:16:47,660 - wikidata12k_1n - [INFO] - [E:324| 400]: Train Loss:0.00092956, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:17:50,626 - wikidata12k_1n - [INFO] - [E:324| 500]: Train Loss:0.00092978, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:18:53,717 - wikidata12k_1n - [INFO] - [E:324| 600]: Train Loss:0.00092952, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:19:56,638 - wikidata12k_1n - [INFO] - [E:324| 700]: Train Loss:0.00092905, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:20:59,517 - wikidata12k_1n - [INFO] - [E:324| 800]: Train Loss:0.00092871, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:22:02,400 - wikidata12k_1n - [INFO] - [E:324| 900]: Train Loss:0.00092877, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:23:05,351 - wikidata12k_1n - [INFO] - [E:324| 1000]: Train Loss:0.0009284, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:24:08,280 - wikidata12k_1n - [INFO] - [E:324| 1100]: Train Loss:0.00092837, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:25:11,159 - wikidata12k_1n - [INFO] - [E:324| 1200]: Train Loss:0.00092857, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:26:14,134 - wikidata12k_1n - [INFO] - [E:324| 1300]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:27:17,075 - wikidata12k_1n - [INFO] - [E:324| 1400]: Train Loss:0.00092881, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:28:20,026 - wikidata12k_1n - [INFO] - [E:324| 1500]: Train Loss:0.00092921, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:29:22,893 - wikidata12k_1n - [INFO] - [E:324| 1600]: Train Loss:0.00092939, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:30:03,934 - wikidata12k_1n - [INFO] - [Epoch:324]: Training Loss:0.0009294
2023-05-11 06:30:04,151 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 06:30:25,478 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 06:30:37,824 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 06:30:59,321 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 06:31:11,557 - wikidata12k_1n - [INFO] - [Evaluating Epoch 324 valid]:
MRR: Tail : 0.50444, Head : 0.35784, Avg : 0.43114
2023-05-11 06:31:11,557 - wikidata12k_1n - [INFO] - [Epoch 324]: Training Loss: 0.00092942, Valid MRR: 0.44315,
2023-05-11 06:31:12,206 - wikidata12k_1n - [INFO] - [E:325| 0]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:32:15,166 - wikidata12k_1n - [INFO] - [E:325| 100]: Train Loss:0.00092901, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:33:18,138 - wikidata12k_1n - [INFO] - [E:325| 200]: Train Loss:0.00092978, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:34:21,088 - wikidata12k_1n - [INFO] - [E:325| 300]: Train Loss:0.00093108, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:35:24,049 - wikidata12k_1n - [INFO] - [E:325| 400]: Train Loss:0.00093016, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:36:26,915 - wikidata12k_1n - [INFO] - [E:325| 500]: Train Loss:0.00092925, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:37:29,826 - wikidata12k_1n - [INFO] - [E:325| 600]: Train Loss:0.00092907, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:38:32,745 - wikidata12k_1n - [INFO] - [E:325| 700]: Train Loss:0.00092898, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:39:35,698 - wikidata12k_1n - [INFO] - [E:325| 800]: Train Loss:0.00092867, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:40:38,614 - wikidata12k_1n - [INFO] - [E:325| 900]: Train Loss:0.00092875, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:41:41,555 - wikidata12k_1n - [INFO] - [E:325| 1000]: Train Loss:0.00092944, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:42:44,518 - wikidata12k_1n - [INFO] - [E:325| 1100]: Train Loss:0.00092942, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:43:47,442 - wikidata12k_1n - [INFO] - [E:325| 1200]: Train Loss:0.00092938, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:44:50,245 - wikidata12k_1n - [INFO] - [E:325| 1300]: Train Loss:0.00092933, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:45:53,050 - wikidata12k_1n - [INFO] - [E:325| 1400]: Train Loss:0.0009295, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:46:55,857 - wikidata12k_1n - [INFO] - [E:325| 1500]: Train Loss:0.00092961, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:47:58,629 - wikidata12k_1n - [INFO] - [E:325| 1600]: Train Loss:0.00092952, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:48:39,681 - wikidata12k_1n - [INFO] - [Epoch:325]: Training Loss:0.0009295
2023-05-11 06:48:39,899 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 06:49:01,195 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 06:49:13,529 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 06:49:35,011 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 06:49:47,233 - wikidata12k_1n - [INFO] - [Evaluating Epoch 325 valid]:
MRR: Tail : 0.50242, Head : 0.36952, Avg : 0.43597
2023-05-11 06:49:47,233 - wikidata12k_1n - [INFO] - [Epoch 325]: Training Loss: 0.00092954, Valid MRR: 0.44315,
2023-05-11 06:49:47,877 - wikidata12k_1n - [INFO] - [E:326| 0]: Train Loss:0.00090934, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:50:50,695 - wikidata12k_1n - [INFO] - [E:326| 100]: Train Loss:0.0009303, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:51:53,675 - wikidata12k_1n - [INFO] - [E:326| 200]: Train Loss:0.00092951, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:52:56,603 - wikidata12k_1n - [INFO] - [E:326| 300]: Train Loss:0.00092921, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:53:59,526 - wikidata12k_1n - [INFO] - [E:326| 400]: Train Loss:0.00092882, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:55:02,475 - wikidata12k_1n - [INFO] - [E:326| 500]: Train Loss:0.00092909, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:56:05,428 - wikidata12k_1n - [INFO] - [E:326| 600]: Train Loss:0.00092917, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:57:08,355 - wikidata12k_1n - [INFO] - [E:326| 700]: Train Loss:0.000929, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:58:11,317 - wikidata12k_1n - [INFO] - [E:326| 800]: Train Loss:0.000929, Val MRR:0.44315, wikidata12k_1n
2023-05-11 06:59:14,279 - wikidata12k_1n - [INFO] - [E:326| 900]: Train Loss:0.00092859, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:00:17,239 - wikidata12k_1n - [INFO] - [E:326| 1000]: Train Loss:0.00092873, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:01:20,190 - wikidata12k_1n - [INFO] - [E:326| 1100]: Train Loss:0.00092864, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:02:23,206 - wikidata12k_1n - [INFO] - [E:326| 1200]: Train Loss:0.00092845, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:03:26,293 - wikidata12k_1n - [INFO] - [E:326| 1300]: Train Loss:0.00092887, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:04:29,196 - wikidata12k_1n - [INFO] - [E:326| 1400]: Train Loss:0.00092928, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:05:32,111 - wikidata12k_1n - [INFO] - [E:326| 1500]: Train Loss:0.00092921, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:06:35,067 - wikidata12k_1n - [INFO] - [E:326| 1600]: Train Loss:0.00092936, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:07:16,125 - wikidata12k_1n - [INFO] - [Epoch:326]: Training Loss:0.0009295
2023-05-11 07:07:16,343 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 07:07:37,661 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 07:07:49,992 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 07:08:11,471 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 07:08:23,695 - wikidata12k_1n - [INFO] - [Evaluating Epoch 326 valid]:
MRR: Tail : 0.50454, Head : 0.36449, Avg : 0.43452
2023-05-11 07:08:23,695 - wikidata12k_1n - [INFO] - [Epoch 326]: Training Loss: 0.00092946, Valid MRR: 0.44315,
2023-05-11 07:08:24,341 - wikidata12k_1n - [INFO] - [E:327| 0]: Train Loss:0.00091749, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:09:27,230 - wikidata12k_1n - [INFO] - [E:327| 100]: Train Loss:0.00092877, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:10:30,081 - wikidata12k_1n - [INFO] - [E:327| 200]: Train Loss:0.00092954, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:11:32,900 - wikidata12k_1n - [INFO] - [E:327| 300]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:12:35,720 - wikidata12k_1n - [INFO] - [E:327| 400]: Train Loss:0.00092843, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:13:38,560 - wikidata12k_1n - [INFO] - [E:327| 500]: Train Loss:0.00092847, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:14:41,546 - wikidata12k_1n - [INFO] - [E:327| 600]: Train Loss:0.00092907, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:15:44,529 - wikidata12k_1n - [INFO] - [E:327| 700]: Train Loss:0.00092924, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:16:47,504 - wikidata12k_1n - [INFO] - [E:327| 800]: Train Loss:0.00092921, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:17:50,482 - wikidata12k_1n - [INFO] - [E:327| 900]: Train Loss:0.00092903, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:18:53,424 - wikidata12k_1n - [INFO] - [E:327| 1000]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:19:56,473 - wikidata12k_1n - [INFO] - [E:327| 1100]: Train Loss:0.00092883, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:20:59,341 - wikidata12k_1n - [INFO] - [E:327| 1200]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:22:02,190 - wikidata12k_1n - [INFO] - [E:327| 1300]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:23:05,030 - wikidata12k_1n - [INFO] - [E:327| 1400]: Train Loss:0.00092899, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:24:07,828 - wikidata12k_1n - [INFO] - [E:327| 1500]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:25:10,640 - wikidata12k_1n - [INFO] - [E:327| 1600]: Train Loss:0.000929, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:25:51,697 - wikidata12k_1n - [INFO] - [Epoch:327]: Training Loss:0.0009292
2023-05-11 07:25:51,914 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 07:26:13,215 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 07:26:25,554 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 07:26:47,059 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 07:26:59,330 - wikidata12k_1n - [INFO] - [Evaluating Epoch 327 valid]:
MRR: Tail : 0.49335, Head : 0.37141, Avg : 0.43238
2023-05-11 07:26:59,330 - wikidata12k_1n - [INFO] - [Epoch 327]: Training Loss: 0.00092922, Valid MRR: 0.44315,
2023-05-11 07:26:59,985 - wikidata12k_1n - [INFO] - [E:328| 0]: Train Loss:0.00098278, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:28:02,948 - wikidata12k_1n - [INFO] - [E:328| 100]: Train Loss:0.0009286, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:29:05,927 - wikidata12k_1n - [INFO] - [E:328| 200]: Train Loss:0.00092999, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:30:08,801 - wikidata12k_1n - [INFO] - [E:328| 300]: Train Loss:0.00092931, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:31:11,610 - wikidata12k_1n - [INFO] - [E:328| 400]: Train Loss:0.00092967, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:32:14,452 - wikidata12k_1n - [INFO] - [E:328| 500]: Train Loss:0.00093178, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:33:17,284 - wikidata12k_1n - [INFO] - [E:328| 600]: Train Loss:0.00093161, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:34:20,174 - wikidata12k_1n - [INFO] - [E:328| 700]: Train Loss:0.0009318, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:35:23,089 - wikidata12k_1n - [INFO] - [E:328| 800]: Train Loss:0.00093142, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:36:26,001 - wikidata12k_1n - [INFO] - [E:328| 900]: Train Loss:0.0009313, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:37:28,803 - wikidata12k_1n - [INFO] - [E:328| 1000]: Train Loss:0.00093103, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:38:31,696 - wikidata12k_1n - [INFO] - [E:328| 1100]: Train Loss:0.00093072, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:39:34,622 - wikidata12k_1n - [INFO] - [E:328| 1200]: Train Loss:0.00093036, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:40:37,693 - wikidata12k_1n - [INFO] - [E:328| 1300]: Train Loss:0.00093037, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:41:40,657 - wikidata12k_1n - [INFO] - [E:328| 1400]: Train Loss:0.00093029, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:42:43,644 - wikidata12k_1n - [INFO] - [E:328| 1500]: Train Loss:0.00093062, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:43:46,574 - wikidata12k_1n - [INFO] - [E:328| 1600]: Train Loss:0.00093063, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:44:27,825 - wikidata12k_1n - [INFO] - [Epoch:328]: Training Loss:0.0009305
2023-05-11 07:44:28,042 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 07:44:49,353 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 07:45:01,696 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 07:45:23,181 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 07:45:35,419 - wikidata12k_1n - [INFO] - [Evaluating Epoch 328 valid]:
MRR: Tail : 0.49839, Head : 0.36636, Avg : 0.43237
2023-05-11 07:45:35,419 - wikidata12k_1n - [INFO] - [Epoch 328]: Training Loss: 0.00093047, Valid MRR: 0.44315,
2023-05-11 07:45:36,061 - wikidata12k_1n - [INFO] - [E:329| 0]: Train Loss:0.00091753, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:46:38,899 - wikidata12k_1n - [INFO] - [E:329| 100]: Train Loss:0.00092792, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:47:41,706 - wikidata12k_1n - [INFO] - [E:329| 200]: Train Loss:0.00092869, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:48:44,514 - wikidata12k_1n - [INFO] - [E:329| 300]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:49:47,354 - wikidata12k_1n - [INFO] - [E:329| 400]: Train Loss:0.0009291, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:50:50,545 - wikidata12k_1n - [INFO] - [E:329| 500]: Train Loss:0.00092898, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:51:53,562 - wikidata12k_1n - [INFO] - [E:329| 600]: Train Loss:0.00092895, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:52:56,513 - wikidata12k_1n - [INFO] - [E:329| 700]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:53:59,520 - wikidata12k_1n - [INFO] - [E:329| 800]: Train Loss:0.00092844, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:55:02,430 - wikidata12k_1n - [INFO] - [E:329| 900]: Train Loss:0.00092816, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:56:05,313 - wikidata12k_1n - [INFO] - [E:329| 1000]: Train Loss:0.00092858, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:57:08,147 - wikidata12k_1n - [INFO] - [E:329| 1100]: Train Loss:0.00092875, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:58:11,015 - wikidata12k_1n - [INFO] - [E:329| 1200]: Train Loss:0.00092864, Val MRR:0.44315, wikidata12k_1n
2023-05-11 07:59:13,870 - wikidata12k_1n - [INFO] - [E:329| 1300]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:00:16,839 - wikidata12k_1n - [INFO] - [E:329| 1400]: Train Loss:0.00092885, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:01:19,645 - wikidata12k_1n - [INFO] - [E:329| 1500]: Train Loss:0.00092884, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:02:22,577 - wikidata12k_1n - [INFO] - [E:329| 1600]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:03:03,682 - wikidata12k_1n - [INFO] - [Epoch:329]: Training Loss:0.0009292
2023-05-11 08:03:03,898 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 08:03:25,235 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 08:03:37,585 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 08:03:59,090 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 08:04:11,317 - wikidata12k_1n - [INFO] - [Evaluating Epoch 329 valid]:
MRR: Tail : 0.50677, Head : 0.37342, Avg : 0.44009
MR: Tail : 787.59, Head : 963.98, Avg : 875.79
Hit-1: Tail : 0.42419, Head : 0.2786, Avg : 0.3514
Hit-3: Tail : 0.55626, Head : 0.42147, Avg : 0.48887
Hit-10: Tail : 0.65707, Head : 0.55523, Avg : 0.60615
2023-05-11 08:04:11,317 - wikidata12k_1n - [INFO] - [Epoch 329]: Training Loss: 0.00092916, Valid MRR: 0.44315,
2023-05-11 08:04:11,962 - wikidata12k_1n - [INFO] - [E:330| 0]: Train Loss:0.00091164, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:05:14,873 - wikidata12k_1n - [INFO] - [E:330| 100]: Train Loss:0.00093025, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:06:17,781 - wikidata12k_1n - [INFO] - [E:330| 200]: Train Loss:0.00092944, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:07:20,568 - wikidata12k_1n - [INFO] - [E:330| 300]: Train Loss:0.00092842, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:08:23,385 - wikidata12k_1n - [INFO] - [E:330| 400]: Train Loss:0.00092929, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:09:26,189 - wikidata12k_1n - [INFO] - [E:330| 500]: Train Loss:0.00092856, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:10:29,087 - wikidata12k_1n - [INFO] - [E:330| 600]: Train Loss:0.00092803, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:11:31,949 - wikidata12k_1n - [INFO] - [E:330| 700]: Train Loss:0.0009285, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:12:34,766 - wikidata12k_1n - [INFO] - [E:330| 800]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:13:37,621 - wikidata12k_1n - [INFO] - [E:330| 900]: Train Loss:0.0009284, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:14:40,471 - wikidata12k_1n - [INFO] - [E:330| 1000]: Train Loss:0.00092888, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:15:43,362 - wikidata12k_1n - [INFO] - [E:330| 1100]: Train Loss:0.00092887, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:16:46,247 - wikidata12k_1n - [INFO] - [E:330| 1200]: Train Loss:0.00092888, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:17:49,146 - wikidata12k_1n - [INFO] - [E:330| 1300]: Train Loss:0.00092903, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:18:52,087 - wikidata12k_1n - [INFO] - [E:330| 1400]: Train Loss:0.00092922, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:19:55,089 - wikidata12k_1n - [INFO] - [E:330| 1500]: Train Loss:0.00092944, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:20:58,032 - wikidata12k_1n - [INFO] - [E:330| 1600]: Train Loss:0.00092918, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:21:39,077 - wikidata12k_1n - [INFO] - [Epoch:330]: Training Loss:0.0009291
2023-05-11 08:21:39,292 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 08:22:00,593 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 08:22:12,927 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 08:22:34,422 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 08:22:46,632 - wikidata12k_1n - [INFO] - [Evaluating Epoch 330 valid]:
MRR: Tail : 0.50354, Head : 0.3675, Avg : 0.43552
2023-05-11 08:22:46,632 - wikidata12k_1n - [INFO] - [Epoch 330]: Training Loss: 0.00092906, Valid MRR: 0.44315,
2023-05-11 08:22:47,275 - wikidata12k_1n - [INFO] - [E:331| 0]: Train Loss:0.00091834, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:23:50,148 - wikidata12k_1n - [INFO] - [E:331| 100]: Train Loss:0.00093058, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:24:52,931 - wikidata12k_1n - [INFO] - [E:331| 200]: Train Loss:0.00092878, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:25:55,789 - wikidata12k_1n - [INFO] - [E:331| 300]: Train Loss:0.0009289, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:26:58,642 - wikidata12k_1n - [INFO] - [E:331| 400]: Train Loss:0.00092903, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:28:01,678 - wikidata12k_1n - [INFO] - [E:331| 500]: Train Loss:0.00092901, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:29:04,744 - wikidata12k_1n - [INFO] - [E:331| 600]: Train Loss:0.00092901, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:30:07,848 - wikidata12k_1n - [INFO] - [E:331| 700]: Train Loss:0.00092885, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:31:10,762 - wikidata12k_1n - [INFO] - [E:331| 800]: Train Loss:0.0009289, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:32:13,566 - wikidata12k_1n - [INFO] - [E:331| 900]: Train Loss:0.00092913, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:33:16,542 - wikidata12k_1n - [INFO] - [E:331| 1000]: Train Loss:0.00092902, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:34:19,500 - wikidata12k_1n - [INFO] - [E:331| 1100]: Train Loss:0.00092905, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:35:22,464 - wikidata12k_1n - [INFO] - [E:331| 1200]: Train Loss:0.00092927, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:36:25,370 - wikidata12k_1n - [INFO] - [E:331| 1300]: Train Loss:0.00092883, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:37:28,188 - wikidata12k_1n - [INFO] - [E:331| 1400]: Train Loss:0.00092891, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:38:31,082 - wikidata12k_1n - [INFO] - [E:331| 1500]: Train Loss:0.00092902, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:39:34,011 - wikidata12k_1n - [INFO] - [E:331| 1600]: Train Loss:0.00092888, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:40:15,145 - wikidata12k_1n - [INFO] - [Epoch:331]: Training Loss:0.0009288
2023-05-11 08:40:15,362 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 08:40:36,700 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 08:40:49,044 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 08:41:10,541 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 08:41:22,773 - wikidata12k_1n - [INFO] - [Evaluating Epoch 331 valid]:
MRR: Tail : 0.49806, Head : 0.37228, Avg : 0.43517
2023-05-11 08:41:22,773 - wikidata12k_1n - [INFO] - [Epoch 331]: Training Loss: 0.00092879, Valid MRR: 0.44315,
2023-05-11 08:41:23,420 - wikidata12k_1n - [INFO] - [E:332| 0]: Train Loss:0.00092693, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:42:26,321 - wikidata12k_1n - [INFO] - [E:332| 100]: Train Loss:0.00093019, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:43:29,138 - wikidata12k_1n - [INFO] - [E:332| 200]: Train Loss:0.0009314, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:44:32,075 - wikidata12k_1n - [INFO] - [E:332| 300]: Train Loss:0.00093017, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:45:35,055 - wikidata12k_1n - [INFO] - [E:332| 400]: Train Loss:0.00092982, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:46:37,957 - wikidata12k_1n - [INFO] - [E:332| 500]: Train Loss:0.00092987, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:47:40,888 - wikidata12k_1n - [INFO] - [E:332| 600]: Train Loss:0.00093007, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:48:43,844 - wikidata12k_1n - [INFO] - [E:332| 700]: Train Loss:0.00092965, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:49:46,760 - wikidata12k_1n - [INFO] - [E:332| 800]: Train Loss:0.00092947, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:50:49,707 - wikidata12k_1n - [INFO] - [E:332| 900]: Train Loss:0.0009298, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:51:52,621 - wikidata12k_1n - [INFO] - [E:332| 1000]: Train Loss:0.00092965, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:52:55,530 - wikidata12k_1n - [INFO] - [E:332| 1100]: Train Loss:0.00092979, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:53:58,623 - wikidata12k_1n - [INFO] - [E:332| 1200]: Train Loss:0.00092971, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:55:01,499 - wikidata12k_1n - [INFO] - [E:332| 1300]: Train Loss:0.00092973, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:56:04,314 - wikidata12k_1n - [INFO] - [E:332| 1400]: Train Loss:0.00092952, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:57:07,172 - wikidata12k_1n - [INFO] - [E:332| 1500]: Train Loss:0.00092913, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:58:09,982 - wikidata12k_1n - [INFO] - [E:332| 1600]: Train Loss:0.00092905, Val MRR:0.44315, wikidata12k_1n
2023-05-11 08:58:51,182 - wikidata12k_1n - [INFO] - [Epoch:332]: Training Loss:0.000929
2023-05-11 08:58:51,400 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 08:59:12,772 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 08:59:25,140 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 08:59:46,695 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 08:59:58,944 - wikidata12k_1n - [INFO] - [Evaluating Epoch 332 valid]:
MRR: Tail : 0.49687, Head : 0.3627, Avg : 0.42979
2023-05-11 08:59:58,945 - wikidata12k_1n - [INFO] - [Epoch 332]: Training Loss: 0.00092902, Valid MRR: 0.44315,
2023-05-11 08:59:59,588 - wikidata12k_1n - [INFO] - [E:333| 0]: Train Loss:0.00093705, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:01:02,431 - wikidata12k_1n - [INFO] - [E:333| 100]: Train Loss:0.00092969, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:02:05,248 - wikidata12k_1n - [INFO] - [E:333| 200]: Train Loss:0.00093025, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:03:08,132 - wikidata12k_1n - [INFO] - [E:333| 300]: Train Loss:0.00092873, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:04:10,896 - wikidata12k_1n - [INFO] - [E:333| 400]: Train Loss:0.00092964, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:05:13,724 - wikidata12k_1n - [INFO] - [E:333| 500]: Train Loss:0.00092948, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:06:16,499 - wikidata12k_1n - [INFO] - [E:333| 600]: Train Loss:0.00092925, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:07:19,287 - wikidata12k_1n - [INFO] - [E:333| 700]: Train Loss:0.00092913, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:08:22,092 - wikidata12k_1n - [INFO] - [E:333| 800]: Train Loss:0.00092915, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:09:24,914 - wikidata12k_1n - [INFO] - [E:333| 900]: Train Loss:0.00092905, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:10:27,644 - wikidata12k_1n - [INFO] - [E:333| 1000]: Train Loss:0.00092911, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:11:30,456 - wikidata12k_1n - [INFO] - [E:333| 1100]: Train Loss:0.00092911, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:12:33,179 - wikidata12k_1n - [INFO] - [E:333| 1200]: Train Loss:0.00092891, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:13:35,981 - wikidata12k_1n - [INFO] - [E:333| 1300]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:14:38,756 - wikidata12k_1n - [INFO] - [E:333| 1400]: Train Loss:0.00092879, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:15:41,528 - wikidata12k_1n - [INFO] - [E:333| 1500]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:16:44,301 - wikidata12k_1n - [INFO] - [E:333| 1600]: Train Loss:0.00092894, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:17:25,315 - wikidata12k_1n - [INFO] - [Epoch:333]: Training Loss:0.0009289
2023-05-11 09:17:25,531 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 09:17:46,782 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 09:17:59,083 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 09:18:20,521 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 09:18:32,708 - wikidata12k_1n - [INFO] - [Evaluating Epoch 333 valid]:
MRR: Tail : 0.50134, Head : 0.35464, Avg : 0.42799
2023-05-11 09:18:32,709 - wikidata12k_1n - [INFO] - [Epoch 333]: Training Loss: 0.00092891, Valid MRR: 0.44315,
2023-05-11 09:18:33,353 - wikidata12k_1n - [INFO] - [E:334| 0]: Train Loss:0.0009184, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:19:36,202 - wikidata12k_1n - [INFO] - [E:334| 100]: Train Loss:0.00092737, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:20:39,106 - wikidata12k_1n - [INFO] - [E:334| 200]: Train Loss:0.00092807, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:21:41,970 - wikidata12k_1n - [INFO] - [E:334| 300]: Train Loss:0.00092841, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:22:44,861 - wikidata12k_1n - [INFO] - [E:334| 400]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:23:47,753 - wikidata12k_1n - [INFO] - [E:334| 500]: Train Loss:0.0009285, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:24:50,709 - wikidata12k_1n - [INFO] - [E:334| 600]: Train Loss:0.00092878, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:25:53,648 - wikidata12k_1n - [INFO] - [E:334| 700]: Train Loss:0.00092843, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:26:56,616 - wikidata12k_1n - [INFO] - [E:334| 800]: Train Loss:0.00092838, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:27:59,597 - wikidata12k_1n - [INFO] - [E:334| 900]: Train Loss:0.00092845, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:29:02,638 - wikidata12k_1n - [INFO] - [E:334| 1000]: Train Loss:0.00092842, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:30:05,599 - wikidata12k_1n - [INFO] - [E:334| 1100]: Train Loss:0.00092838, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:31:08,560 - wikidata12k_1n - [INFO] - [E:334| 1200]: Train Loss:0.00092867, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:32:11,497 - wikidata12k_1n - [INFO] - [E:334| 1300]: Train Loss:0.00092873, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:33:14,440 - wikidata12k_1n - [INFO] - [E:334| 1400]: Train Loss:0.00092868, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:34:17,383 - wikidata12k_1n - [INFO] - [E:334| 1500]: Train Loss:0.00092891, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:35:20,344 - wikidata12k_1n - [INFO] - [E:334| 1600]: Train Loss:0.00092893, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:36:01,494 - wikidata12k_1n - [INFO] - [Epoch:334]: Training Loss:0.0009289
2023-05-11 09:36:01,711 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 09:36:23,082 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 09:36:35,441 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 09:36:57,076 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 09:37:09,322 - wikidata12k_1n - [INFO] - [Evaluating Epoch 334 valid]:
MRR: Tail : 0.50696, Head : 0.36483, Avg : 0.43589
2023-05-11 09:37:09,322 - wikidata12k_1n - [INFO] - [Epoch 334]: Training Loss: 0.00092889, Valid MRR: 0.44315,
2023-05-11 09:37:09,966 - wikidata12k_1n - [INFO] - [E:335| 0]: Train Loss:0.00092276, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:38:12,868 - wikidata12k_1n - [INFO] - [E:335| 100]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:39:15,793 - wikidata12k_1n - [INFO] - [E:335| 200]: Train Loss:0.0009275, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:40:18,699 - wikidata12k_1n - [INFO] - [E:335| 300]: Train Loss:0.00092867, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:41:21,725 - wikidata12k_1n - [INFO] - [E:335| 400]: Train Loss:0.00092845, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:42:24,745 - wikidata12k_1n - [INFO] - [E:335| 500]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:43:27,658 - wikidata12k_1n - [INFO] - [E:335| 600]: Train Loss:0.00092936, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:44:30,632 - wikidata12k_1n - [INFO] - [E:335| 700]: Train Loss:0.00092897, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:45:33,618 - wikidata12k_1n - [INFO] - [E:335| 800]: Train Loss:0.00092906, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:46:36,624 - wikidata12k_1n - [INFO] - [E:335| 900]: Train Loss:0.00092964, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:47:39,615 - wikidata12k_1n - [INFO] - [E:335| 1000]: Train Loss:0.00092933, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:48:42,628 - wikidata12k_1n - [INFO] - [E:335| 1100]: Train Loss:0.00092937, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:49:45,609 - wikidata12k_1n - [INFO] - [E:335| 1200]: Train Loss:0.00092908, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:50:48,573 - wikidata12k_1n - [INFO] - [E:335| 1300]: Train Loss:0.00092936, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:51:51,518 - wikidata12k_1n - [INFO] - [E:335| 1400]: Train Loss:0.00092922, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:52:54,458 - wikidata12k_1n - [INFO] - [E:335| 1500]: Train Loss:0.00092912, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:53:57,413 - wikidata12k_1n - [INFO] - [E:335| 1600]: Train Loss:0.00092907, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:54:38,664 - wikidata12k_1n - [INFO] - [Epoch:335]: Training Loss:0.0009292
2023-05-11 09:54:38,881 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 09:55:00,245 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 09:55:12,625 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 09:55:34,164 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 09:55:46,426 - wikidata12k_1n - [INFO] - [Evaluating Epoch 335 valid]:
MRR: Tail : 0.50467, Head : 0.36611, Avg : 0.43539
2023-05-11 09:55:46,426 - wikidata12k_1n - [INFO] - [Epoch 335]: Training Loss: 0.00092921, Valid MRR: 0.44315,
2023-05-11 09:55:47,070 - wikidata12k_1n - [INFO] - [E:336| 0]: Train Loss:0.00091263, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:56:50,041 - wikidata12k_1n - [INFO] - [E:336| 100]: Train Loss:0.00092732, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:57:53,003 - wikidata12k_1n - [INFO] - [E:336| 200]: Train Loss:0.00092769, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:58:55,976 - wikidata12k_1n - [INFO] - [E:336| 300]: Train Loss:0.00092774, Val MRR:0.44315, wikidata12k_1n
2023-05-11 09:59:58,945 - wikidata12k_1n - [INFO] - [E:336| 400]: Train Loss:0.00092793, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:01:01,922 - wikidata12k_1n - [INFO] - [E:336| 500]: Train Loss:0.00092856, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:02:04,909 - wikidata12k_1n - [INFO] - [E:336| 600]: Train Loss:0.00092849, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:03:07,921 - wikidata12k_1n - [INFO] - [E:336| 700]: Train Loss:0.0009283, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:04:10,973 - wikidata12k_1n - [INFO] - [E:336| 800]: Train Loss:0.00092818, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:05:14,044 - wikidata12k_1n - [INFO] - [E:336| 900]: Train Loss:0.00092821, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:06:17,054 - wikidata12k_1n - [INFO] - [E:336| 1000]: Train Loss:0.00092835, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:07:20,019 - wikidata12k_1n - [INFO] - [E:336| 1100]: Train Loss:0.00092845, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:08:23,020 - wikidata12k_1n - [INFO] - [E:336| 1200]: Train Loss:0.00092877, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:09:26,179 - wikidata12k_1n - [INFO] - [E:336| 1300]: Train Loss:0.00092875, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:10:29,194 - wikidata12k_1n - [INFO] - [E:336| 1400]: Train Loss:0.00092896, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:11:32,163 - wikidata12k_1n - [INFO] - [E:336| 1500]: Train Loss:0.00092898, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:12:35,216 - wikidata12k_1n - [INFO] - [E:336| 1600]: Train Loss:0.000929, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:13:16,335 - wikidata12k_1n - [INFO] - [Epoch:336]: Training Loss:0.0009288
2023-05-11 10:13:16,552 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 10:13:37,891 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 10:13:50,250 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 10:14:11,766 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 10:14:24,017 - wikidata12k_1n - [INFO] - [Evaluating Epoch 336 valid]:
MRR: Tail : 0.49651, Head : 0.36644, Avg : 0.43147
2023-05-11 10:14:24,017 - wikidata12k_1n - [INFO] - [Epoch 336]: Training Loss: 0.00092878, Valid MRR: 0.44315,
2023-05-11 10:14:24,662 - wikidata12k_1n - [INFO] - [E:337| 0]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:15:27,522 - wikidata12k_1n - [INFO] - [E:337| 100]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:16:30,440 - wikidata12k_1n - [INFO] - [E:337| 200]: Train Loss:0.00092858, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:17:33,369 - wikidata12k_1n - [INFO] - [E:337| 300]: Train Loss:0.00092856, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:18:36,232 - wikidata12k_1n - [INFO] - [E:337| 400]: Train Loss:0.00092863, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:19:39,121 - wikidata12k_1n - [INFO] - [E:337| 500]: Train Loss:0.00092919, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:20:42,104 - wikidata12k_1n - [INFO] - [E:337| 600]: Train Loss:0.00092885, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:21:45,067 - wikidata12k_1n - [INFO] - [E:337| 700]: Train Loss:0.00092882, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:22:47,994 - wikidata12k_1n - [INFO] - [E:337| 800]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:23:50,880 - wikidata12k_1n - [INFO] - [E:337| 900]: Train Loss:0.00092866, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:24:53,736 - wikidata12k_1n - [INFO] - [E:337| 1000]: Train Loss:0.00092888, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:25:56,592 - wikidata12k_1n - [INFO] - [E:337| 1100]: Train Loss:0.00092867, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:26:59,452 - wikidata12k_1n - [INFO] - [E:337| 1200]: Train Loss:0.00092874, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:28:02,320 - wikidata12k_1n - [INFO] - [E:337| 1300]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:29:05,207 - wikidata12k_1n - [INFO] - [E:337| 1400]: Train Loss:0.00092874, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:30:08,279 - wikidata12k_1n - [INFO] - [E:337| 1500]: Train Loss:0.00092892, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:31:11,204 - wikidata12k_1n - [INFO] - [E:337| 1600]: Train Loss:0.00092902, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:31:52,322 - wikidata12k_1n - [INFO] - [Epoch:337]: Training Loss:0.000929
2023-05-11 10:31:52,538 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 10:32:13,898 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 10:32:26,263 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 10:32:47,800 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 10:33:00,043 - wikidata12k_1n - [INFO] - [Evaluating Epoch 337 valid]:
MRR: Tail : 0.50555, Head : 0.35743, Avg : 0.43149
2023-05-11 10:33:00,043 - wikidata12k_1n - [INFO] - [Epoch 337]: Training Loss: 0.00092896, Valid MRR: 0.44315,
2023-05-11 10:33:00,686 - wikidata12k_1n - [INFO] - [E:338| 0]: Train Loss:0.00091134, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:34:03,565 - wikidata12k_1n - [INFO] - [E:338| 100]: Train Loss:0.00092728, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:35:06,486 - wikidata12k_1n - [INFO] - [E:338| 200]: Train Loss:0.00092626, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:36:09,395 - wikidata12k_1n - [INFO] - [E:338| 300]: Train Loss:0.00092945, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:37:12,364 - wikidata12k_1n - [INFO] - [E:338| 400]: Train Loss:0.00092884, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:38:15,420 - wikidata12k_1n - [INFO] - [E:338| 500]: Train Loss:0.0009291, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:39:18,324 - wikidata12k_1n - [INFO] - [E:338| 600]: Train Loss:0.00092916, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:40:21,241 - wikidata12k_1n - [INFO] - [E:338| 700]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:41:24,130 - wikidata12k_1n - [INFO] - [E:338| 800]: Train Loss:0.00092922, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:42:27,043 - wikidata12k_1n - [INFO] - [E:338| 900]: Train Loss:0.00092962, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:43:29,932 - wikidata12k_1n - [INFO] - [E:338| 1000]: Train Loss:0.00092938, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:44:32,880 - wikidata12k_1n - [INFO] - [E:338| 1100]: Train Loss:0.00092943, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:45:35,829 - wikidata12k_1n - [INFO] - [E:338| 1200]: Train Loss:0.00092938, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:46:38,787 - wikidata12k_1n - [INFO] - [E:338| 1300]: Train Loss:0.00092944, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:47:41,789 - wikidata12k_1n - [INFO] - [E:338| 1400]: Train Loss:0.0009291, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:48:44,759 - wikidata12k_1n - [INFO] - [E:338| 1500]: Train Loss:0.00092894, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:49:47,683 - wikidata12k_1n - [INFO] - [E:338| 1600]: Train Loss:0.00092911, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:50:28,846 - wikidata12k_1n - [INFO] - [Epoch:338]: Training Loss:0.0009292
2023-05-11 10:50:29,063 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 10:50:50,450 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 10:51:02,849 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 10:51:24,458 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 10:51:36,723 - wikidata12k_1n - [INFO] - [Evaluating Epoch 338 valid]:
MRR: Tail : 0.51091, Head : 0.35782, Avg : 0.43437
2023-05-11 10:51:36,723 - wikidata12k_1n - [INFO] - [Epoch 338]: Training Loss: 0.0009292, Valid MRR: 0.44315,
2023-05-11 10:51:37,368 - wikidata12k_1n - [INFO] - [E:339| 0]: Train Loss:0.00091766, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:52:40,317 - wikidata12k_1n - [INFO] - [E:339| 100]: Train Loss:0.00092895, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:53:43,459 - wikidata12k_1n - [INFO] - [E:339| 200]: Train Loss:0.00092895, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:54:46,527 - wikidata12k_1n - [INFO] - [E:339| 300]: Train Loss:0.00092971, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:55:49,592 - wikidata12k_1n - [INFO] - [E:339| 400]: Train Loss:0.00092919, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:56:52,603 - wikidata12k_1n - [INFO] - [E:339| 500]: Train Loss:0.0009286, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:57:55,583 - wikidata12k_1n - [INFO] - [E:339| 600]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n
2023-05-11 10:58:58,598 - wikidata12k_1n - [INFO] - [E:339| 700]: Train Loss:0.00092897, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:00:01,603 - wikidata12k_1n - [INFO] - [E:339| 800]: Train Loss:0.00092893, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:01:04,582 - wikidata12k_1n - [INFO] - [E:339| 900]: Train Loss:0.00092879, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:02:07,577 - wikidata12k_1n - [INFO] - [E:339| 1000]: Train Loss:0.00092872, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:03:10,606 - wikidata12k_1n - [INFO] - [E:339| 1100]: Train Loss:0.00092832, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:04:13,726 - wikidata12k_1n - [INFO] - [E:339| 1200]: Train Loss:0.00092837, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:05:16,698 - wikidata12k_1n - [INFO] - [E:339| 1300]: Train Loss:0.00092818, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:06:19,647 - wikidata12k_1n - [INFO] - [E:339| 1400]: Train Loss:0.00092827, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:07:22,561 - wikidata12k_1n - [INFO] - [E:339| 1500]: Train Loss:0.0009285, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:08:25,557 - wikidata12k_1n - [INFO] - [E:339| 1600]: Train Loss:0.00092861, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:09:06,851 - wikidata12k_1n - [INFO] - [Epoch:339]: Training Loss:0.0009286
2023-05-11 11:09:07,068 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 11:09:28,479 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 11:09:40,865 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 11:10:02,453 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 11:10:14,742 - wikidata12k_1n - [INFO] - [Evaluating Epoch 339 valid]:
MRR: Tail : 0.51163, Head : 0.3586, Avg : 0.43512
MR: Tail : 799.66, Head : 977.52, Avg : 888.59
Hit-1: Tail : 0.42993, Head : 0.25955, Avg : 0.34474
Hit-3: Tail : 0.56003, Head : 0.41013, Avg : 0.48508
Hit-10: Tail : 0.65964, Head : 0.54731, Avg : 0.60347
2023-05-11 11:10:14,742 - wikidata12k_1n - [INFO] - [Epoch 339]: Training Loss: 0.00092856, Valid MRR: 0.44315,
2023-05-11 11:10:15,387 - wikidata12k_1n - [INFO] - [E:340| 0]: Train Loss:0.00098035, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:11:18,387 - wikidata12k_1n - [INFO] - [E:340| 100]: Train Loss:0.00093005, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:12:21,350 - wikidata12k_1n - [INFO] - [E:340| 200]: Train Loss:0.00092817, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:13:24,285 - wikidata12k_1n - [INFO] - [E:340| 300]: Train Loss:0.00092811, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:14:27,173 - wikidata12k_1n - [INFO] - [E:340| 400]: Train Loss:0.00092856, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:15:30,097 - wikidata12k_1n - [INFO] - [E:340| 500]: Train Loss:0.0009291, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:16:33,073 - wikidata12k_1n - [INFO] - [E:340| 600]: Train Loss:0.00092821, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:17:36,076 - wikidata12k_1n - [INFO] - [E:340| 700]: Train Loss:0.00092852, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:18:39,117 - wikidata12k_1n - [INFO] - [E:340| 800]: Train Loss:0.00092839, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:19:42,037 - wikidata12k_1n - [INFO] - [E:340| 900]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:20:44,977 - wikidata12k_1n - [INFO] - [E:340| 1000]: Train Loss:0.00092899, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:21:48,022 - wikidata12k_1n - [INFO] - [E:340| 1100]: Train Loss:0.00092886, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:22:50,987 - wikidata12k_1n - [INFO] - [E:340| 1200]: Train Loss:0.00092878, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:23:53,959 - wikidata12k_1n - [INFO] - [E:340| 1300]: Train Loss:0.00092861, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:24:56,932 - wikidata12k_1n - [INFO] - [E:340| 1400]: Train Loss:0.00092877, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:25:59,910 - wikidata12k_1n - [INFO] - [E:340| 1500]: Train Loss:0.0009287, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:27:02,899 - wikidata12k_1n - [INFO] - [E:340| 1600]: Train Loss:0.0009287, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:27:44,036 - wikidata12k_1n - [INFO] - [Epoch:340]: Training Loss:0.0009286
2023-05-11 11:27:44,254 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 11:28:05,639 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 11:28:18,025 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 11:28:39,568 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 11:28:51,823 - wikidata12k_1n - [INFO] - [Evaluating Epoch 340 valid]:
MRR: Tail : 0.50881, Head : 0.37246, Avg : 0.44064
2023-05-11 11:28:51,823 - wikidata12k_1n - [INFO] - [Epoch 340]: Training Loss: 0.00092859, Valid MRR: 0.44315,
2023-05-11 11:28:52,466 - wikidata12k_1n - [INFO] - [E:341| 0]: Train Loss:0.00090808, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:29:55,394 - wikidata12k_1n - [INFO] - [E:341| 100]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:30:58,457 - wikidata12k_1n - [INFO] - [E:341| 200]: Train Loss:0.00092959, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:32:01,442 - wikidata12k_1n - [INFO] - [E:341| 300]: Train Loss:0.00092911, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:33:04,426 - wikidata12k_1n - [INFO] - [E:341| 400]: Train Loss:0.00092873, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:34:07,430 - wikidata12k_1n - [INFO] - [E:341| 500]: Train Loss:0.00092896, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:35:10,442 - wikidata12k_1n - [INFO] - [E:341| 600]: Train Loss:0.00092886, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:36:13,441 - wikidata12k_1n - [INFO] - [E:341| 700]: Train Loss:0.00092832, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:37:16,457 - wikidata12k_1n - [INFO] - [E:341| 800]: Train Loss:0.00092832, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:37:55,631 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False}
2023-05-11 11:38:10,696 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 11:38:19,458 - wikidata12k_1n - [INFO] - [E:341| 900]: Train Loss:0.00092822, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:39:08,439 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 11:39:22,431 - wikidata12k_1n - [INFO] - [E:341| 1000]: Train Loss:0.00092818, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:39:36,819 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n
2023-05-11 11:40:25,462 - wikidata12k_1n - [INFO] - [E:341| 1100]: Train Loss:0.00092838, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:40:30,855 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n
2023-05-11 11:41:00,051 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.47608, Head : 0.32707, Avg : 0.40157
MR: Tail : 967.41, Head : 1027.6, Avg : 997.52
Hit-1: Tail : 0.38981, Head : 0.23735, Avg : 0.31358
Hit-3: Tail : 0.53209, Head : 0.36153, Avg : 0.44681
Hit-10: Tail : 0.63276, Head : 0.51072, Avg : 0.57174
2023-05-11 11:41:28,483 - wikidata12k_1n - [INFO] - [E:341| 1200]: Train Loss:0.00092839, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:42:31,474 - wikidata12k_1n - [INFO] - [E:341| 1300]: Train Loss:0.00092867, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:43:34,522 - wikidata12k_1n - [INFO] - [E:341| 1400]: Train Loss:0.0009287, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:44:37,573 - wikidata12k_1n - [INFO] - [E:341| 1500]: Train Loss:0.00092868, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:45:40,571 - wikidata12k_1n - [INFO] - [E:341| 1600]: Train Loss:0.00092862, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:46:21,757 - wikidata12k_1n - [INFO] - [Epoch:341]: Training Loss:0.0009286
2023-05-11 11:46:21,975 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 11:46:43,372 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 11:46:55,759 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 11:47:17,346 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 11:47:29,616 - wikidata12k_1n - [INFO] - [Evaluating Epoch 341 valid]:
MRR: Tail : 0.50763, Head : 0.3218, Avg : 0.41471
2023-05-11 11:47:29,616 - wikidata12k_1n - [INFO] - [Epoch 341]: Training Loss: 0.00092859, Valid MRR: 0.44315,
2023-05-11 11:47:30,261 - wikidata12k_1n - [INFO] - [E:342| 0]: Train Loss:0.00099649, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:48:33,310 - wikidata12k_1n - [INFO] - [E:342| 100]: Train Loss:0.00093063, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:49:36,387 - wikidata12k_1n - [INFO] - [E:342| 200]: Train Loss:0.00093262, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:50:39,402 - wikidata12k_1n - [INFO] - [E:342| 300]: Train Loss:0.00093074, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:51:42,416 - wikidata12k_1n - [INFO] - [E:342| 400]: Train Loss:0.0009295, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:52:45,371 - wikidata12k_1n - [INFO] - [E:342| 500]: Train Loss:0.00092908, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:53:48,373 - wikidata12k_1n - [INFO] - [E:342| 600]: Train Loss:0.00092841, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:54:51,418 - wikidata12k_1n - [INFO] - [E:342| 700]: Train Loss:0.00092862, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:55:54,414 - wikidata12k_1n - [INFO] - [E:342| 800]: Train Loss:0.00092842, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:56:57,398 - wikidata12k_1n - [INFO] - [E:342| 900]: Train Loss:0.00092806, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:58:00,481 - wikidata12k_1n - [INFO] - [E:342| 1000]: Train Loss:0.00092801, Val MRR:0.44315, wikidata12k_1n
2023-05-11 11:59:03,555 - wikidata12k_1n - [INFO] - [E:342| 1100]: Train Loss:0.00092774, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:00:06,591 - wikidata12k_1n - [INFO] - [E:342| 1200]: Train Loss:0.00092779, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:01:09,601 - wikidata12k_1n - [INFO] - [E:342| 1300]: Train Loss:0.0009278, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:02:12,635 - wikidata12k_1n - [INFO] - [E:342| 1400]: Train Loss:0.000928, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:03:15,641 - wikidata12k_1n - [INFO] - [E:342| 1500]: Train Loss:0.00092827, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:04:18,673 - wikidata12k_1n - [INFO] - [E:342| 1600]: Train Loss:0.00092844, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:04:59,843 - wikidata12k_1n - [INFO] - [Epoch:342]: Training Loss:0.0009285
2023-05-11 12:05:00,060 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 12:05:21,447 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 12:05:33,831 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 12:05:55,395 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 12:06:07,661 - wikidata12k_1n - [INFO] - [Evaluating Epoch 342 valid]:
MRR: Tail : 0.50565, Head : 0.36252, Avg : 0.43408
2023-05-11 12:06:07,661 - wikidata12k_1n - [INFO] - [Epoch 342]: Training Loss: 0.00092849, Valid MRR: 0.44315,
2023-05-11 12:06:08,306 - wikidata12k_1n - [INFO] - [E:343| 0]: Train Loss:0.00094367, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:07:11,398 - wikidata12k_1n - [INFO] - [E:343| 100]: Train Loss:0.0009303, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:08:14,417 - wikidata12k_1n - [INFO] - [E:343| 200]: Train Loss:0.00092846, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:09:17,436 - wikidata12k_1n - [INFO] - [E:343| 300]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:10:20,423 - wikidata12k_1n - [INFO] - [E:343| 400]: Train Loss:0.00092801, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:11:23,449 - wikidata12k_1n - [INFO] - [E:343| 500]: Train Loss:0.00092841, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:12:26,503 - wikidata12k_1n - [INFO] - [E:343| 600]: Train Loss:0.00092857, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:13:29,535 - wikidata12k_1n - [INFO] - [E:343| 700]: Train Loss:0.00092854, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:14:32,545 - wikidata12k_1n - [INFO] - [E:343| 800]: Train Loss:0.00092821, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:15:35,598 - wikidata12k_1n - [INFO] - [E:343| 900]: Train Loss:0.00092807, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:16:38,714 - wikidata12k_1n - [INFO] - [E:343| 1000]: Train Loss:0.00092851, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:17:41,761 - wikidata12k_1n - [INFO] - [E:343| 1100]: Train Loss:0.00092852, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:18:44,817 - wikidata12k_1n - [INFO] - [E:343| 1200]: Train Loss:0.00092855, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:19:47,829 - wikidata12k_1n - [INFO] - [E:343| 1300]: Train Loss:0.00092849, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:20:50,810 - wikidata12k_1n - [INFO] - [E:343| 1400]: Train Loss:0.00092835, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:21:53,780 - wikidata12k_1n - [INFO] - [E:343| 1500]: Train Loss:0.00092834, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:22:56,775 - wikidata12k_1n - [INFO] - [E:343| 1600]: Train Loss:0.00092846, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:23:37,914 - wikidata12k_1n - [INFO] - [Epoch:343]: Training Loss:0.0009286
2023-05-11 12:23:38,131 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 12:23:59,503 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 12:24:11,888 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 12:24:33,488 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 12:24:45,792 - wikidata12k_1n - [INFO] - [Evaluating Epoch 343 valid]:
MRR: Tail : 0.50788, Head : 0.36733, Avg : 0.43761
2023-05-11 12:24:45,792 - wikidata12k_1n - [INFO] - [Epoch 343]: Training Loss: 0.00092861, Valid MRR: 0.44315,
2023-05-11 12:24:46,436 - wikidata12k_1n - [INFO] - [E:344| 0]: Train Loss:0.0009466, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:25:49,425 - wikidata12k_1n - [INFO] - [E:344| 100]: Train Loss:0.00092884, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:26:52,399 - wikidata12k_1n - [INFO] - [E:344| 200]: Train Loss:0.0009287, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:27:55,396 - wikidata12k_1n - [INFO] - [E:344| 300]: Train Loss:0.00092861, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:28:58,422 - wikidata12k_1n - [INFO] - [E:344| 400]: Train Loss:0.00092943, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:30:01,386 - wikidata12k_1n - [INFO] - [E:344| 500]: Train Loss:0.00092944, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:31:04,395 - wikidata12k_1n - [INFO] - [E:344| 600]: Train Loss:0.00092917, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:32:07,387 - wikidata12k_1n - [INFO] - [E:344| 700]: Train Loss:0.00092871, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:33:10,435 - wikidata12k_1n - [INFO] - [E:344| 800]: Train Loss:0.00092862, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:34:13,594 - wikidata12k_1n - [INFO] - [E:344| 900]: Train Loss:0.00092887, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:35:16,651 - wikidata12k_1n - [INFO] - [E:344| 1000]: Train Loss:0.00092908, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:36:19,698 - wikidata12k_1n - [INFO] - [E:344| 1100]: Train Loss:0.00092912, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:37:22,672 - wikidata12k_1n - [INFO] - [E:344| 1200]: Train Loss:0.00092889, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:38:25,711 - wikidata12k_1n - [INFO] - [E:344| 1300]: Train Loss:0.00092872, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:39:28,723 - wikidata12k_1n - [INFO] - [E:344| 1400]: Train Loss:0.00092868, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:40:31,749 - wikidata12k_1n - [INFO] - [E:344| 1500]: Train Loss:0.0009287, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:41:34,740 - wikidata12k_1n - [INFO] - [E:344| 1600]: Train Loss:0.00092877, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:42:16,062 - wikidata12k_1n - [INFO] - [Epoch:344]: Training Loss:0.0009286
2023-05-11 12:42:16,286 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 12:42:37,680 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 12:42:50,053 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 12:43:11,630 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 12:43:23,893 - wikidata12k_1n - [INFO] - [Evaluating Epoch 344 valid]:
MRR: Tail : 0.50221, Head : 0.37169, Avg : 0.43695
2023-05-11 12:43:23,893 - wikidata12k_1n - [INFO] - [Epoch 344]: Training Loss: 0.00092863, Valid MRR: 0.44315,
2023-05-11 12:43:24,540 - wikidata12k_1n - [INFO] - [E:345| 0]: Train Loss:0.00093687, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:44:27,689 - wikidata12k_1n - [INFO] - [E:345| 100]: Train Loss:0.00092847, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:45:30,674 - wikidata12k_1n - [INFO] - [E:345| 200]: Train Loss:0.0009268, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:46:33,729 - wikidata12k_1n - [INFO] - [E:345| 300]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:47:36,842 - wikidata12k_1n - [INFO] - [E:345| 400]: Train Loss:0.00092718, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:48:39,832 - wikidata12k_1n - [INFO] - [E:345| 500]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:49:42,807 - wikidata12k_1n - [INFO] - [E:345| 600]: Train Loss:0.00092728, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:50:45,872 - wikidata12k_1n - [INFO] - [E:345| 700]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:51:48,915 - wikidata12k_1n - [INFO] - [E:345| 800]: Train Loss:0.00092709, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:52:51,908 - wikidata12k_1n - [INFO] - [E:345| 900]: Train Loss:0.00092739, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:53:54,882 - wikidata12k_1n - [INFO] - [E:345| 1000]: Train Loss:0.00092793, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:54:57,902 - wikidata12k_1n - [INFO] - [E:345| 1100]: Train Loss:0.00092828, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:56:00,925 - wikidata12k_1n - [INFO] - [E:345| 1200]: Train Loss:0.00092828, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:57:03,982 - wikidata12k_1n - [INFO] - [E:345| 1300]: Train Loss:0.00092789, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:58:06,980 - wikidata12k_1n - [INFO] - [E:345| 1400]: Train Loss:0.00092792, Val MRR:0.44315, wikidata12k_1n
2023-05-11 12:59:10,005 - wikidata12k_1n - [INFO] - [E:345| 1500]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:00:13,104 - wikidata12k_1n - [INFO] - [E:345| 1600]: Train Loss:0.00092829, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:00:54,243 - wikidata12k_1n - [INFO] - [Epoch:345]: Training Loss:0.0009282
2023-05-11 13:00:54,460 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 13:01:15,826 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 13:01:28,192 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 13:01:49,734 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 13:02:01,995 - wikidata12k_1n - [INFO] - [Evaluating Epoch 345 valid]:
MRR: Tail : 0.51214, Head : 0.3724, Avg : 0.44227
2023-05-11 13:02:01,996 - wikidata12k_1n - [INFO] - [Epoch 345]: Training Loss: 0.0009282, Valid MRR: 0.44315,
2023-05-11 13:02:02,639 - wikidata12k_1n - [INFO] - [E:346| 0]: Train Loss:0.00093931, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:03:05,616 - wikidata12k_1n - [INFO] - [E:346| 100]: Train Loss:0.00092757, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:04:08,616 - wikidata12k_1n - [INFO] - [E:346| 200]: Train Loss:0.00092726, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:05:11,593 - wikidata12k_1n - [INFO] - [E:346| 300]: Train Loss:0.0009283, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:06:14,563 - wikidata12k_1n - [INFO] - [E:346| 400]: Train Loss:0.00092813, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:07:17,564 - wikidata12k_1n - [INFO] - [E:346| 500]: Train Loss:0.00092745, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:08:20,583 - wikidata12k_1n - [INFO] - [E:346| 600]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:09:23,520 - wikidata12k_1n - [INFO] - [E:346| 700]: Train Loss:0.00092784, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:10:26,513 - wikidata12k_1n - [INFO] - [E:346| 800]: Train Loss:0.00092806, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:11:29,554 - wikidata12k_1n - [INFO] - [E:346| 900]: Train Loss:0.000928, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:12:32,517 - wikidata12k_1n - [INFO] - [E:346| 1000]: Train Loss:0.00092791, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:13:35,486 - wikidata12k_1n - [INFO] - [E:346| 1100]: Train Loss:0.000928, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:14:38,483 - wikidata12k_1n - [INFO] - [E:346| 1200]: Train Loss:0.00092798, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:15:41,507 - wikidata12k_1n - [INFO] - [E:346| 1300]: Train Loss:0.00092839, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:16:44,598 - wikidata12k_1n - [INFO] - [E:346| 1400]: Train Loss:0.00092835, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:17:47,588 - wikidata12k_1n - [INFO] - [E:346| 1500]: Train Loss:0.00092846, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:18:50,571 - wikidata12k_1n - [INFO] - [E:346| 1600]: Train Loss:0.00092849, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:19:31,757 - wikidata12k_1n - [INFO] - [Epoch:346]: Training Loss:0.0009285
2023-05-11 13:19:31,975 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 13:19:53,348 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 13:20:05,725 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 13:20:27,259 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 13:20:39,515 - wikidata12k_1n - [INFO] - [Evaluating Epoch 346 valid]:
MRR: Tail : 0.50688, Head : 0.36906, Avg : 0.43797
2023-05-11 13:20:39,516 - wikidata12k_1n - [INFO] - [Epoch 346]: Training Loss: 0.00092847, Valid MRR: 0.44315,
2023-05-11 13:20:40,163 - wikidata12k_1n - [INFO] - [E:347| 0]: Train Loss:0.00092521, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:21:43,078 - wikidata12k_1n - [INFO] - [E:347| 100]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:22:46,068 - wikidata12k_1n - [INFO] - [E:347| 200]: Train Loss:0.00092748, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:23:49,009 - wikidata12k_1n - [INFO] - [E:347| 300]: Train Loss:0.00092771, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:24:52,079 - wikidata12k_1n - [INFO] - [E:347| 400]: Train Loss:0.0009279, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:25:55,111 - wikidata12k_1n - [INFO] - [E:347| 500]: Train Loss:0.000928, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:26:58,088 - wikidata12k_1n - [INFO] - [E:347| 600]: Train Loss:0.00092803, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:28:01,055 - wikidata12k_1n - [INFO] - [E:347| 700]: Train Loss:0.00092833, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:29:04,025 - wikidata12k_1n - [INFO] - [E:347| 800]: Train Loss:0.00092844, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:30:07,016 - wikidata12k_1n - [INFO] - [E:347| 900]: Train Loss:0.00092836, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:31:10,001 - wikidata12k_1n - [INFO] - [E:347| 1000]: Train Loss:0.00092815, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:32:13,006 - wikidata12k_1n - [INFO] - [E:347| 1100]: Train Loss:0.00092785, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:33:16,021 - wikidata12k_1n - [INFO] - [E:347| 1200]: Train Loss:0.00092795, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:34:18,972 - wikidata12k_1n - [INFO] - [E:347| 1300]: Train Loss:0.00092791, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:35:21,900 - wikidata12k_1n - [INFO] - [E:347| 1400]: Train Loss:0.0009281, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:36:24,766 - wikidata12k_1n - [INFO] - [E:347| 1500]: Train Loss:0.00092805, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:37:27,646 - wikidata12k_1n - [INFO] - [E:347| 1600]: Train Loss:0.00092806, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:38:08,732 - wikidata12k_1n - [INFO] - [Epoch:347]: Training Loss:0.0009283
2023-05-11 13:38:08,948 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 13:38:30,279 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 13:38:42,642 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 13:39:04,169 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 13:39:16,396 - wikidata12k_1n - [INFO] - [Evaluating Epoch 347 valid]:
MRR: Tail : 0.50858, Head : 0.36831, Avg : 0.43845
2023-05-11 13:39:16,396 - wikidata12k_1n - [INFO] - [Epoch 347]: Training Loss: 0.00092829, Valid MRR: 0.44315,
2023-05-11 13:39:17,040 - wikidata12k_1n - [INFO] - [E:348| 0]: Train Loss:0.00092362, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:40:20,008 - wikidata12k_1n - [INFO] - [E:348| 100]: Train Loss:0.00092469, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:41:22,991 - wikidata12k_1n - [INFO] - [E:348| 200]: Train Loss:0.00092658, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:42:25,940 - wikidata12k_1n - [INFO] - [E:348| 300]: Train Loss:0.00092622, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:43:28,905 - wikidata12k_1n - [INFO] - [E:348| 400]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:44:31,844 - wikidata12k_1n - [INFO] - [E:348| 500]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:45:34,761 - wikidata12k_1n - [INFO] - [E:348| 600]: Train Loss:0.00092819, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:46:37,675 - wikidata12k_1n - [INFO] - [E:348| 700]: Train Loss:0.00092816, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:47:40,630 - wikidata12k_1n - [INFO] - [E:348| 800]: Train Loss:0.00092817, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:48:43,574 - wikidata12k_1n - [INFO] - [E:348| 900]: Train Loss:0.0009279, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:49:46,596 - wikidata12k_1n - [INFO] - [E:348| 1000]: Train Loss:0.00092772, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:50:49,561 - wikidata12k_1n - [INFO] - [E:348| 1100]: Train Loss:0.0009279, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:51:52,633 - wikidata12k_1n - [INFO] - [E:348| 1200]: Train Loss:0.0009281, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:52:55,606 - wikidata12k_1n - [INFO] - [E:348| 1300]: Train Loss:0.00092797, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:53:58,672 - wikidata12k_1n - [INFO] - [E:348| 1400]: Train Loss:0.00092822, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:55:01,639 - wikidata12k_1n - [INFO] - [E:348| 1500]: Train Loss:0.00092838, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:56:04,672 - wikidata12k_1n - [INFO] - [E:348| 1600]: Train Loss:0.00092823, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:56:45,875 - wikidata12k_1n - [INFO] - [Epoch:348]: Training Loss:0.0009282
2023-05-11 13:56:46,090 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 13:57:07,462 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 13:57:19,832 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 13:57:41,366 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 13:57:53,615 - wikidata12k_1n - [INFO] - [Evaluating Epoch 348 valid]:
MRR: Tail : 0.50311, Head : 0.36737, Avg : 0.43524
2023-05-11 13:57:53,616 - wikidata12k_1n - [INFO] - [Epoch 348]: Training Loss: 0.00092825, Valid MRR: 0.44315,
2023-05-11 13:57:54,258 - wikidata12k_1n - [INFO] - [E:349| 0]: Train Loss:0.000908, Val MRR:0.44315, wikidata12k_1n
2023-05-11 13:58:57,394 - wikidata12k_1n - [INFO] - [E:349| 100]: Train Loss:0.00092574, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:00:00,373 - wikidata12k_1n - [INFO] - [E:349| 200]: Train Loss:0.00092582, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:01:03,377 - wikidata12k_1n - [INFO] - [E:349| 300]: Train Loss:0.00092634, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:02:06,367 - wikidata12k_1n - [INFO] - [E:349| 400]: Train Loss:0.0009269, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:03:09,351 - wikidata12k_1n - [INFO] - [E:349| 500]: Train Loss:0.00092665, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:04:12,320 - wikidata12k_1n - [INFO] - [E:349| 600]: Train Loss:0.00092648, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:05:15,310 - wikidata12k_1n - [INFO] - [E:349| 700]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:06:18,317 - wikidata12k_1n - [INFO] - [E:349| 800]: Train Loss:0.00092705, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:07:21,410 - wikidata12k_1n - [INFO] - [E:349| 900]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:08:24,361 - wikidata12k_1n - [INFO] - [E:349| 1000]: Train Loss:0.00092737, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:09:27,303 - wikidata12k_1n - [INFO] - [E:349| 1100]: Train Loss:0.00092714, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:10:30,294 - wikidata12k_1n - [INFO] - [E:349| 1200]: Train Loss:0.00092726, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:11:33,322 - wikidata12k_1n - [INFO] - [E:349| 1300]: Train Loss:0.00092751, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:12:36,302 - wikidata12k_1n - [INFO] - [E:349| 1400]: Train Loss:0.00092789, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:13:39,291 - wikidata12k_1n - [INFO] - [E:349| 1500]: Train Loss:0.00092815, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:14:42,331 - wikidata12k_1n - [INFO] - [E:349| 1600]: Train Loss:0.00092819, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:15:23,570 - wikidata12k_1n - [INFO] - [Epoch:349]: Training Loss:0.0009281
2023-05-11 14:15:23,787 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 14:15:45,129 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 14:15:57,503 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 14:16:19,024 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 14:16:31,263 - wikidata12k_1n - [INFO] - [Evaluating Epoch 349 valid]:
MRR: Tail : 0.4989, Head : 0.34104, Avg : 0.41997
MR: Tail : 796.68, Head : 959.76, Avg : 878.22
Hit-1: Tail : 0.41503, Head : 0.23268, Avg : 0.32386
Hit-3: Tail : 0.54617, Head : 0.39544, Avg : 0.4708
Hit-10: Tail : 0.65474, Head : 0.54953, Avg : 0.60214
2023-05-11 14:16:31,263 - wikidata12k_1n - [INFO] - [Epoch 349]: Training Loss: 0.00092813, Valid MRR: 0.44315,
2023-05-11 14:16:31,907 - wikidata12k_1n - [INFO] - [E:350| 0]: Train Loss:0.00091475, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:17:34,877 - wikidata12k_1n - [INFO] - [E:350| 100]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:18:37,914 - wikidata12k_1n - [INFO] - [E:350| 200]: Train Loss:0.00092656, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:19:40,853 - wikidata12k_1n - [INFO] - [E:350| 300]: Train Loss:0.00092708, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:20:43,819 - wikidata12k_1n - [INFO] - [E:350| 400]: Train Loss:0.00092761, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:21:46,781 - wikidata12k_1n - [INFO] - [E:350| 500]: Train Loss:0.00092794, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:22:49,778 - wikidata12k_1n - [INFO] - [E:350| 600]: Train Loss:0.00092797, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:23:52,857 - wikidata12k_1n - [INFO] - [E:350| 700]: Train Loss:0.00092806, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:24:55,844 - wikidata12k_1n - [INFO] - [E:350| 800]: Train Loss:0.00092777, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:25:58,833 - wikidata12k_1n - [INFO] - [E:350| 900]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:27:01,767 - wikidata12k_1n - [INFO] - [E:350| 1000]: Train Loss:0.0009275, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:28:04,742 - wikidata12k_1n - [INFO] - [E:350| 1100]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:29:07,678 - wikidata12k_1n - [INFO] - [E:350| 1200]: Train Loss:0.00092733, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:30:10,717 - wikidata12k_1n - [INFO] - [E:350| 1300]: Train Loss:0.00092748, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:31:13,682 - wikidata12k_1n - [INFO] - [E:350| 1400]: Train Loss:0.00092788, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:32:16,757 - wikidata12k_1n - [INFO] - [E:350| 1500]: Train Loss:0.00092772, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:33:19,739 - wikidata12k_1n - [INFO] - [E:350| 1600]: Train Loss:0.00092784, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:34:00,898 - wikidata12k_1n - [INFO] - [Epoch:350]: Training Loss:0.0009279
2023-05-11 14:34:01,114 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 14:34:22,479 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 14:34:34,846 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 14:34:56,384 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 14:35:08,638 - wikidata12k_1n - [INFO] - [Evaluating Epoch 350 valid]:
MRR: Tail : 0.50342, Head : 0.36931, Avg : 0.43637
2023-05-11 14:35:08,638 - wikidata12k_1n - [INFO] - [Epoch 350]: Training Loss: 0.00092789, Valid MRR: 0.44315,
2023-05-11 14:35:09,283 - wikidata12k_1n - [INFO] - [E:351| 0]: Train Loss:0.00089985, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:36:12,270 - wikidata12k_1n - [INFO] - [E:351| 100]: Train Loss:0.00092985, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:37:15,289 - wikidata12k_1n - [INFO] - [E:351| 200]: Train Loss:0.00093095, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:38:18,192 - wikidata12k_1n - [INFO] - [E:351| 300]: Train Loss:0.00092934, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:39:21,152 - wikidata12k_1n - [INFO] - [E:351| 400]: Train Loss:0.00092946, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:40:24,223 - wikidata12k_1n - [INFO] - [E:351| 500]: Train Loss:0.00092902, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:41:27,166 - wikidata12k_1n - [INFO] - [E:351| 600]: Train Loss:0.00092839, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:42:30,059 - wikidata12k_1n - [INFO] - [E:351| 700]: Train Loss:0.00092843, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:43:32,994 - wikidata12k_1n - [INFO] - [E:351| 800]: Train Loss:0.00092821, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:44:35,957 - wikidata12k_1n - [INFO] - [E:351| 900]: Train Loss:0.00092828, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:45:38,948 - wikidata12k_1n - [INFO] - [E:351| 1000]: Train Loss:0.0009281, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:46:41,885 - wikidata12k_1n - [INFO] - [E:351| 1100]: Train Loss:0.00092837, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:47:44,891 - wikidata12k_1n - [INFO] - [E:351| 1200]: Train Loss:0.00092809, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:48:47,983 - wikidata12k_1n - [INFO] - [E:351| 1300]: Train Loss:0.00092785, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:49:50,970 - wikidata12k_1n - [INFO] - [E:351| 1400]: Train Loss:0.00092796, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:50:53,949 - wikidata12k_1n - [INFO] - [E:351| 1500]: Train Loss:0.00092813, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:51:56,928 - wikidata12k_1n - [INFO] - [E:351| 1600]: Train Loss:0.00092817, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:52:38,064 - wikidata12k_1n - [INFO] - [Epoch:351]: Training Loss:0.0009282
2023-05-11 14:52:38,279 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 14:52:59,618 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 14:53:11,962 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 14:53:33,468 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 14:53:45,705 - wikidata12k_1n - [INFO] - [Evaluating Epoch 351 valid]:
MRR: Tail : 0.51021, Head : 0.36841, Avg : 0.43931
2023-05-11 14:53:45,705 - wikidata12k_1n - [INFO] - [Epoch 351]: Training Loss: 0.00092817, Valid MRR: 0.44315,
2023-05-11 14:53:46,349 - wikidata12k_1n - [INFO] - [E:352| 0]: Train Loss:0.00093328, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:54:49,311 - wikidata12k_1n - [INFO] - [E:352| 100]: Train Loss:0.00092711, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:55:52,246 - wikidata12k_1n - [INFO] - [E:352| 200]: Train Loss:0.0009265, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:56:55,264 - wikidata12k_1n - [INFO] - [E:352| 300]: Train Loss:0.0009285, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:57:58,088 - wikidata12k_1n - [INFO] - [E:352| 400]: Train Loss:0.00092797, Val MRR:0.44315, wikidata12k_1n
2023-05-11 14:59:00,939 - wikidata12k_1n - [INFO] - [E:352| 500]: Train Loss:0.00092726, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:00:03,788 - wikidata12k_1n - [INFO] - [E:352| 600]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:01:06,775 - wikidata12k_1n - [INFO] - [E:352| 700]: Train Loss:0.0009278, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:02:09,758 - wikidata12k_1n - [INFO] - [E:352| 800]: Train Loss:0.00092799, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:03:12,725 - wikidata12k_1n - [INFO] - [E:352| 900]: Train Loss:0.00092805, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:04:15,627 - wikidata12k_1n - [INFO] - [E:352| 1000]: Train Loss:0.00092775, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:05:18,699 - wikidata12k_1n - [INFO] - [E:352| 1100]: Train Loss:0.00092792, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:06:21,648 - wikidata12k_1n - [INFO] - [E:352| 1200]: Train Loss:0.00092807, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:07:24,571 - wikidata12k_1n - [INFO] - [E:352| 1300]: Train Loss:0.00092812, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:08:27,535 - wikidata12k_1n - [INFO] - [E:352| 1400]: Train Loss:0.00092821, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:09:30,536 - wikidata12k_1n - [INFO] - [E:352| 1500]: Train Loss:0.0009283, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:10:33,512 - wikidata12k_1n - [INFO] - [E:352| 1600]: Train Loss:0.00092822, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:11:14,678 - wikidata12k_1n - [INFO] - [Epoch:352]: Training Loss:0.0009282
2023-05-11 15:11:14,895 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 15:11:36,231 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 15:11:48,593 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 15:12:10,117 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 15:12:22,352 - wikidata12k_1n - [INFO] - [Evaluating Epoch 352 valid]:
MRR: Tail : 0.5072, Head : 0.37095, Avg : 0.43907
2023-05-11 15:12:22,352 - wikidata12k_1n - [INFO] - [Epoch 352]: Training Loss: 0.00092817, Valid MRR: 0.44315,
2023-05-11 15:12:22,999 - wikidata12k_1n - [INFO] - [E:353| 0]: Train Loss:0.00090792, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:13:26,063 - wikidata12k_1n - [INFO] - [E:353| 100]: Train Loss:0.00092525, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:14:29,030 - wikidata12k_1n - [INFO] - [E:353| 200]: Train Loss:0.00092705, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:15:32,073 - wikidata12k_1n - [INFO] - [E:353| 300]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:16:35,044 - wikidata12k_1n - [INFO] - [E:353| 400]: Train Loss:0.00092634, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:17:37,954 - wikidata12k_1n - [INFO] - [E:353| 500]: Train Loss:0.00092728, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:18:40,850 - wikidata12k_1n - [INFO] - [E:353| 600]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:19:43,767 - wikidata12k_1n - [INFO] - [E:353| 700]: Train Loss:0.00092703, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:20:46,722 - wikidata12k_1n - [INFO] - [E:353| 800]: Train Loss:0.00092711, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:21:49,711 - wikidata12k_1n - [INFO] - [E:353| 900]: Train Loss:0.00092719, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:22:52,634 - wikidata12k_1n - [INFO] - [E:353| 1000]: Train Loss:0.00092719, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:23:55,581 - wikidata12k_1n - [INFO] - [E:353| 1100]: Train Loss:0.00092728, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:24:58,480 - wikidata12k_1n - [INFO] - [E:353| 1200]: Train Loss:0.00092727, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:26:01,459 - wikidata12k_1n - [INFO] - [E:353| 1300]: Train Loss:0.0009276, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:27:04,417 - wikidata12k_1n - [INFO] - [E:353| 1400]: Train Loss:0.00092773, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:28:07,415 - wikidata12k_1n - [INFO] - [E:353| 1500]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:29:10,425 - wikidata12k_1n - [INFO] - [E:353| 1600]: Train Loss:0.00092809, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:29:51,622 - wikidata12k_1n - [INFO] - [Epoch:353]: Training Loss:0.000928
2023-05-11 15:29:51,839 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 15:30:13,192 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 15:30:25,535 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 15:30:47,039 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 15:30:59,278 - wikidata12k_1n - [INFO] - [Evaluating Epoch 353 valid]:
MRR: Tail : 0.50325, Head : 0.3462, Avg : 0.42472
2023-05-11 15:30:59,278 - wikidata12k_1n - [INFO] - [Epoch 353]: Training Loss: 0.00092804, Valid MRR: 0.44315,
2023-05-11 15:30:59,919 - wikidata12k_1n - [INFO] - [E:354| 0]: Train Loss:0.00094872, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:32:02,894 - wikidata12k_1n - [INFO] - [E:354| 100]: Train Loss:0.00092782, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:33:05,870 - wikidata12k_1n - [INFO] - [E:354| 200]: Train Loss:0.00092735, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:34:08,851 - wikidata12k_1n - [INFO] - [E:354| 300]: Train Loss:0.00092752, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:35:11,786 - wikidata12k_1n - [INFO] - [E:354| 400]: Train Loss:0.00092771, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:36:14,670 - wikidata12k_1n - [INFO] - [E:354| 500]: Train Loss:0.00092748, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:37:17,634 - wikidata12k_1n - [INFO] - [E:354| 600]: Train Loss:0.00092701, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:38:20,687 - wikidata12k_1n - [INFO] - [E:354| 700]: Train Loss:0.00092678, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:39:23,671 - wikidata12k_1n - [INFO] - [E:354| 800]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:40:26,653 - wikidata12k_1n - [INFO] - [E:354| 900]: Train Loss:0.00092771, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:41:29,667 - wikidata12k_1n - [INFO] - [E:354| 1000]: Train Loss:0.0009274, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:42:32,651 - wikidata12k_1n - [INFO] - [E:354| 1100]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:43:35,568 - wikidata12k_1n - [INFO] - [E:354| 1200]: Train Loss:0.00092782, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:44:38,476 - wikidata12k_1n - [INFO] - [E:354| 1300]: Train Loss:0.00092783, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:45:41,396 - wikidata12k_1n - [INFO] - [E:354| 1400]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:46:44,435 - wikidata12k_1n - [INFO] - [E:354| 1500]: Train Loss:0.0009279, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:47:47,465 - wikidata12k_1n - [INFO] - [E:354| 1600]: Train Loss:0.00092785, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:48:28,670 - wikidata12k_1n - [INFO] - [Epoch:354]: Training Loss:0.0009279
2023-05-11 15:48:28,886 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 15:48:50,235 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 15:49:02,594 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 15:49:24,118 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 15:49:36,365 - wikidata12k_1n - [INFO] - [Evaluating Epoch 354 valid]:
MRR: Tail : 0.51022, Head : 0.3518, Avg : 0.43101
2023-05-11 15:49:36,365 - wikidata12k_1n - [INFO] - [Epoch 354]: Training Loss: 0.0009279, Valid MRR: 0.44315,
2023-05-11 15:49:37,014 - wikidata12k_1n - [INFO] - [E:355| 0]: Train Loss:0.00098043, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:50:40,026 - wikidata12k_1n - [INFO] - [E:355| 100]: Train Loss:0.00092834, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:51:43,029 - wikidata12k_1n - [INFO] - [E:355| 200]: Train Loss:0.00092641, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:52:46,020 - wikidata12k_1n - [INFO] - [E:355| 300]: Train Loss:0.00092724, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:53:48,980 - wikidata12k_1n - [INFO] - [E:355| 400]: Train Loss:0.00092761, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:54:52,014 - wikidata12k_1n - [INFO] - [E:355| 500]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:55:54,985 - wikidata12k_1n - [INFO] - [E:355| 600]: Train Loss:0.00092783, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:56:57,959 - wikidata12k_1n - [INFO] - [E:355| 700]: Train Loss:0.00092764, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:58:00,930 - wikidata12k_1n - [INFO] - [E:355| 800]: Train Loss:0.00092741, Val MRR:0.44315, wikidata12k_1n
2023-05-11 15:59:03,911 - wikidata12k_1n - [INFO] - [E:355| 900]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:00:06,885 - wikidata12k_1n - [INFO] - [E:355| 1000]: Train Loss:0.00092736, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:01:09,889 - wikidata12k_1n - [INFO] - [E:355| 1100]: Train Loss:0.00092765, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:02:12,875 - wikidata12k_1n - [INFO] - [E:355| 1200]: Train Loss:0.00092752, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:03:15,909 - wikidata12k_1n - [INFO] - [E:355| 1300]: Train Loss:0.00092768, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:04:18,901 - wikidata12k_1n - [INFO] - [E:355| 1400]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:05:21,832 - wikidata12k_1n - [INFO] - [E:355| 1500]: Train Loss:0.00092784, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:06:24,801 - wikidata12k_1n - [INFO] - [E:355| 1600]: Train Loss:0.00092778, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:07:05,993 - wikidata12k_1n - [INFO] - [Epoch:355]: Training Loss:0.0009278
2023-05-11 16:07:06,210 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 16:07:27,543 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 16:07:39,906 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 16:08:01,427 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 16:08:13,661 - wikidata12k_1n - [INFO] - [Evaluating Epoch 355 valid]:
MRR: Tail : 0.50764, Head : 0.33174, Avg : 0.41969
2023-05-11 16:08:13,661 - wikidata12k_1n - [INFO] - [Epoch 355]: Training Loss: 0.00092781, Valid MRR: 0.44315,
2023-05-11 16:08:14,304 - wikidata12k_1n - [INFO] - [E:356| 0]: Train Loss:0.00096224, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:09:17,289 - wikidata12k_1n - [INFO] - [E:356| 100]: Train Loss:0.00092906, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:10:20,337 - wikidata12k_1n - [INFO] - [E:356| 200]: Train Loss:0.00092975, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:11:23,350 - wikidata12k_1n - [INFO] - [E:356| 300]: Train Loss:0.00092887, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:12:26,352 - wikidata12k_1n - [INFO] - [E:356| 400]: Train Loss:0.0009283, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:13:29,321 - wikidata12k_1n - [INFO] - [E:356| 500]: Train Loss:0.00092832, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:14:32,277 - wikidata12k_1n - [INFO] - [E:356| 600]: Train Loss:0.00092769, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:15:35,205 - wikidata12k_1n - [INFO] - [E:356| 700]: Train Loss:0.00092821, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:16:38,152 - wikidata12k_1n - [INFO] - [E:356| 800]: Train Loss:0.00092819, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:17:41,088 - wikidata12k_1n - [INFO] - [E:356| 900]: Train Loss:0.00092798, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:18:44,065 - wikidata12k_1n - [INFO] - [E:356| 1000]: Train Loss:0.00092822, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:19:47,065 - wikidata12k_1n - [INFO] - [E:356| 1100]: Train Loss:0.00092831, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:20:50,137 - wikidata12k_1n - [INFO] - [E:356| 1200]: Train Loss:0.00092812, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:21:53,052 - wikidata12k_1n - [INFO] - [E:356| 1300]: Train Loss:0.00092841, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:22:56,012 - wikidata12k_1n - [INFO] - [E:356| 1400]: Train Loss:0.00092824, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:23:58,982 - wikidata12k_1n - [INFO] - [E:356| 1500]: Train Loss:0.00092812, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:25:01,969 - wikidata12k_1n - [INFO] - [E:356| 1600]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:25:43,126 - wikidata12k_1n - [INFO] - [Epoch:356]: Training Loss:0.000928
2023-05-11 16:25:43,343 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 16:26:04,679 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 16:26:17,037 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 16:26:38,552 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 16:26:50,810 - wikidata12k_1n - [INFO] - [Evaluating Epoch 356 valid]:
MRR: Tail : 0.50325, Head : 0.37039, Avg : 0.43682
2023-05-11 16:26:50,810 - wikidata12k_1n - [INFO] - [Epoch 356]: Training Loss: 0.00092795, Valid MRR: 0.44315,
2023-05-11 16:26:51,457 - wikidata12k_1n - [INFO] - [E:357| 0]: Train Loss:0.00095308, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:27:54,424 - wikidata12k_1n - [INFO] - [E:357| 100]: Train Loss:0.00092648, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:28:57,464 - wikidata12k_1n - [INFO] - [E:357| 200]: Train Loss:0.00092893, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:30:00,441 - wikidata12k_1n - [INFO] - [E:357| 300]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:31:03,403 - wikidata12k_1n - [INFO] - [E:357| 400]: Train Loss:0.00092762, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:32:06,418 - wikidata12k_1n - [INFO] - [E:357| 500]: Train Loss:0.00092794, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:33:09,390 - wikidata12k_1n - [INFO] - [E:357| 600]: Train Loss:0.00092863, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:34:12,351 - wikidata12k_1n - [INFO] - [E:357| 700]: Train Loss:0.00092871, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:35:15,304 - wikidata12k_1n - [INFO] - [E:357| 800]: Train Loss:0.00092838, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:36:18,291 - wikidata12k_1n - [INFO] - [E:357| 900]: Train Loss:0.00092818, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:37:21,345 - wikidata12k_1n - [INFO] - [E:357| 1000]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:38:24,326 - wikidata12k_1n - [INFO] - [E:357| 1100]: Train Loss:0.00092786, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:39:27,310 - wikidata12k_1n - [INFO] - [E:357| 1200]: Train Loss:0.000928, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:40:30,276 - wikidata12k_1n - [INFO] - [E:357| 1300]: Train Loss:0.00092796, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:41:33,249 - wikidata12k_1n - [INFO] - [E:357| 1400]: Train Loss:0.00092795, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:42:36,229 - wikidata12k_1n - [INFO] - [E:357| 1500]: Train Loss:0.00092811, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:43:39,216 - wikidata12k_1n - [INFO] - [E:357| 1600]: Train Loss:0.00092801, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:44:20,332 - wikidata12k_1n - [INFO] - [Epoch:357]: Training Loss:0.0009281
2023-05-11 16:44:20,547 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 16:44:41,889 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 16:44:54,282 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 16:45:15,803 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 16:45:28,034 - wikidata12k_1n - [INFO] - [Evaluating Epoch 357 valid]:
MRR: Tail : 0.49494, Head : 0.36863, Avg : 0.43178
2023-05-11 16:45:28,034 - wikidata12k_1n - [INFO] - [Epoch 357]: Training Loss: 0.00092809, Valid MRR: 0.44315,
2023-05-11 16:45:28,677 - wikidata12k_1n - [INFO] - [E:358| 0]: Train Loss:0.00092404, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:46:31,596 - wikidata12k_1n - [INFO] - [E:358| 100]: Train Loss:0.00092271, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:47:34,586 - wikidata12k_1n - [INFO] - [E:358| 200]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:48:37,569 - wikidata12k_1n - [INFO] - [E:358| 300]: Train Loss:0.00092531, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:49:40,575 - wikidata12k_1n - [INFO] - [E:358| 400]: Train Loss:0.00092632, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:50:43,564 - wikidata12k_1n - [INFO] - [E:358| 500]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:51:46,590 - wikidata12k_1n - [INFO] - [E:358| 600]: Train Loss:0.00092781, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:52:49,543 - wikidata12k_1n - [INFO] - [E:358| 700]: Train Loss:0.00092763, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:53:52,564 - wikidata12k_1n - [INFO] - [E:358| 800]: Train Loss:0.00092779, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:54:55,539 - wikidata12k_1n - [INFO] - [E:358| 900]: Train Loss:0.00092804, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:55:58,539 - wikidata12k_1n - [INFO] - [E:358| 1000]: Train Loss:0.00092804, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:57:01,502 - wikidata12k_1n - [INFO] - [E:358| 1100]: Train Loss:0.00092795, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:58:04,458 - wikidata12k_1n - [INFO] - [E:358| 1200]: Train Loss:0.00092788, Val MRR:0.44315, wikidata12k_1n
2023-05-11 16:59:07,432 - wikidata12k_1n - [INFO] - [E:358| 1300]: Train Loss:0.00092799, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:00:10,361 - wikidata12k_1n - [INFO] - [E:358| 1400]: Train Loss:0.00092797, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:01:13,330 - wikidata12k_1n - [INFO] - [E:358| 1500]: Train Loss:0.00092806, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:02:16,338 - wikidata12k_1n - [INFO] - [E:358| 1600]: Train Loss:0.00092793, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:02:57,532 - wikidata12k_1n - [INFO] - [Epoch:358]: Training Loss:0.0009279
2023-05-11 17:02:57,748 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 17:03:19,078 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 17:03:31,435 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 17:03:52,954 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 17:04:05,183 - wikidata12k_1n - [INFO] - [Evaluating Epoch 358 valid]:
MRR: Tail : 0.51155, Head : 0.36211, Avg : 0.43683
2023-05-11 17:04:05,184 - wikidata12k_1n - [INFO] - [Epoch 358]: Training Loss: 0.00092785, Valid MRR: 0.44315,
2023-05-11 17:04:05,829 - wikidata12k_1n - [INFO] - [E:359| 0]: Train Loss:0.00091017, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:05:08,774 - wikidata12k_1n - [INFO] - [E:359| 100]: Train Loss:0.00093064, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:06:11,728 - wikidata12k_1n - [INFO] - [E:359| 200]: Train Loss:0.00092841, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:07:14,699 - wikidata12k_1n - [INFO] - [E:359| 300]: Train Loss:0.00092859, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:08:17,675 - wikidata12k_1n - [INFO] - [E:359| 400]: Train Loss:0.00092802, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:09:20,635 - wikidata12k_1n - [INFO] - [E:359| 500]: Train Loss:0.00092793, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:10:23,661 - wikidata12k_1n - [INFO] - [E:359| 600]: Train Loss:0.00092751, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:11:26,599 - wikidata12k_1n - [INFO] - [E:359| 700]: Train Loss:0.00092755, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:12:29,560 - wikidata12k_1n - [INFO] - [E:359| 800]: Train Loss:0.00092758, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:13:32,490 - wikidata12k_1n - [INFO] - [E:359| 900]: Train Loss:0.00092738, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:14:35,446 - wikidata12k_1n - [INFO] - [E:359| 1000]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:15:38,427 - wikidata12k_1n - [INFO] - [E:359| 1100]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:16:41,334 - wikidata12k_1n - [INFO] - [E:359| 1200]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:17:44,227 - wikidata12k_1n - [INFO] - [E:359| 1300]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:18:47,290 - wikidata12k_1n - [INFO] - [E:359| 1400]: Train Loss:0.00092759, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:19:50,182 - wikidata12k_1n - [INFO] - [E:359| 1500]: Train Loss:0.00092764, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:20:53,117 - wikidata12k_1n - [INFO] - [E:359| 1600]: Train Loss:0.00092774, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:21:34,246 - wikidata12k_1n - [INFO] - [Epoch:359]: Training Loss:0.0009279
2023-05-11 17:21:34,462 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 17:21:55,799 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 17:22:08,148 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 17:22:29,654 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 17:22:41,891 - wikidata12k_1n - [INFO] - [Evaluating Epoch 359 valid]:
MRR: Tail : 0.50459, Head : 0.36293, Avg : 0.43376
MR: Tail : 776.33, Head : 953.19, Avg : 864.76
Hit-1: Tail : 0.42097, Head : 0.26292, Avg : 0.34194
Hit-3: Tail : 0.55181, Head : 0.41454, Avg : 0.48317
Hit-10: Tail : 0.66335, Head : 0.54741, Avg : 0.60538
2023-05-11 17:22:41,891 - wikidata12k_1n - [INFO] - [Epoch 359]: Training Loss: 0.00092786, Valid MRR: 0.44315,
2023-05-11 17:22:42,539 - wikidata12k_1n - [INFO] - [E:360| 0]: Train Loss:0.00092497, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:23:45,454 - wikidata12k_1n - [INFO] - [E:360| 100]: Train Loss:0.00092641, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:24:48,372 - wikidata12k_1n - [INFO] - [E:360| 200]: Train Loss:0.0009271, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:25:51,263 - wikidata12k_1n - [INFO] - [E:360| 300]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:26:54,293 - wikidata12k_1n - [INFO] - [E:360| 400]: Train Loss:0.00092654, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:27:57,252 - wikidata12k_1n - [INFO] - [E:360| 500]: Train Loss:0.00092739, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:29:00,235 - wikidata12k_1n - [INFO] - [E:360| 600]: Train Loss:0.00092774, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:30:03,223 - wikidata12k_1n - [INFO] - [E:360| 700]: Train Loss:0.00092749, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:31:06,174 - wikidata12k_1n - [INFO] - [E:360| 800]: Train Loss:0.00092774, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:32:09,085 - wikidata12k_1n - [INFO] - [E:360| 900]: Train Loss:0.00092773, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:33:12,001 - wikidata12k_1n - [INFO] - [E:360| 1000]: Train Loss:0.00092755, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:34:14,949 - wikidata12k_1n - [INFO] - [E:360| 1100]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:35:18,048 - wikidata12k_1n - [INFO] - [E:360| 1200]: Train Loss:0.00092767, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:36:21,004 - wikidata12k_1n - [INFO] - [E:360| 1300]: Train Loss:0.00092766, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:37:23,948 - wikidata12k_1n - [INFO] - [E:360| 1400]: Train Loss:0.00092779, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:38:26,891 - wikidata12k_1n - [INFO] - [E:360| 1500]: Train Loss:0.00092751, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:39:29,805 - wikidata12k_1n - [INFO] - [E:360| 1600]: Train Loss:0.00092768, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:40:10,935 - wikidata12k_1n - [INFO] - [Epoch:360]: Training Loss:0.0009275
2023-05-11 17:40:11,152 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 17:40:32,478 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 17:40:44,843 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 17:41:06,349 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 17:41:18,579 - wikidata12k_1n - [INFO] - [Evaluating Epoch 360 valid]:
MRR: Tail : 0.49903, Head : 0.3711, Avg : 0.43507
2023-05-11 17:41:18,579 - wikidata12k_1n - [INFO] - [Epoch 360]: Training Loss: 0.00092752, Valid MRR: 0.44315,
2023-05-11 17:41:19,220 - wikidata12k_1n - [INFO] - [E:361| 0]: Train Loss:0.00091969, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:42:22,131 - wikidata12k_1n - [INFO] - [E:361| 100]: Train Loss:0.00092308, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:43:25,151 - wikidata12k_1n - [INFO] - [E:361| 200]: Train Loss:0.00092482, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:44:28,074 - wikidata12k_1n - [INFO] - [E:361| 300]: Train Loss:0.00092584, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:45:30,979 - wikidata12k_1n - [INFO] - [E:361| 400]: Train Loss:0.00092627, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:46:33,879 - wikidata12k_1n - [INFO] - [E:361| 500]: Train Loss:0.00092737, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:47:36,801 - wikidata12k_1n - [INFO] - [E:361| 600]: Train Loss:0.00092785, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:48:39,789 - wikidata12k_1n - [INFO] - [E:361| 700]: Train Loss:0.00092772, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:49:42,713 - wikidata12k_1n - [INFO] - [E:361| 800]: Train Loss:0.00092782, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:50:45,702 - wikidata12k_1n - [INFO] - [E:361| 900]: Train Loss:0.00092809, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:51:48,739 - wikidata12k_1n - [INFO] - [E:361| 1000]: Train Loss:0.00092794, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:52:51,747 - wikidata12k_1n - [INFO] - [E:361| 1100]: Train Loss:0.00092787, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:53:54,675 - wikidata12k_1n - [INFO] - [E:361| 1200]: Train Loss:0.00092793, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:54:57,622 - wikidata12k_1n - [INFO] - [E:361| 1300]: Train Loss:0.00092807, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:56:00,554 - wikidata12k_1n - [INFO] - [E:361| 1400]: Train Loss:0.00092768, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:57:03,600 - wikidata12k_1n - [INFO] - [E:361| 1500]: Train Loss:0.00092757, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:58:06,545 - wikidata12k_1n - [INFO] - [E:361| 1600]: Train Loss:0.00092774, Val MRR:0.44315, wikidata12k_1n
2023-05-11 17:58:47,732 - wikidata12k_1n - [INFO] - [Epoch:361]: Training Loss:0.0009277
2023-05-11 17:58:47,949 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 17:59:09,294 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 17:59:21,648 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 17:59:43,172 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 17:59:55,460 - wikidata12k_1n - [INFO] - [Evaluating Epoch 361 valid]:
MRR: Tail : 0.50269, Head : 0.37104, Avg : 0.43687
2023-05-11 17:59:55,460 - wikidata12k_1n - [INFO] - [Epoch 361]: Training Loss: 0.00092766, Valid MRR: 0.44315,
2023-05-11 17:59:56,108 - wikidata12k_1n - [INFO] - [E:362| 0]: Train Loss:0.0009109, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:00:59,149 - wikidata12k_1n - [INFO] - [E:362| 100]: Train Loss:0.00092707, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:02:02,148 - wikidata12k_1n - [INFO] - [E:362| 200]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:03:05,057 - wikidata12k_1n - [INFO] - [E:362| 300]: Train Loss:0.00092701, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:04:07,999 - wikidata12k_1n - [INFO] - [E:362| 400]: Train Loss:0.00092672, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:05:10,937 - wikidata12k_1n - [INFO] - [E:362| 500]: Train Loss:0.00092715, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:06:13,877 - wikidata12k_1n - [INFO] - [E:362| 600]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:07:16,846 - wikidata12k_1n - [INFO] - [E:362| 700]: Train Loss:0.00092657, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:08:19,888 - wikidata12k_1n - [INFO] - [E:362| 800]: Train Loss:0.00092691, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:09:22,895 - wikidata12k_1n - [INFO] - [E:362| 900]: Train Loss:0.00092729, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:10:25,886 - wikidata12k_1n - [INFO] - [E:362| 1000]: Train Loss:0.00092735, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:11:28,872 - wikidata12k_1n - [INFO] - [E:362| 1100]: Train Loss:0.0009274, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:12:31,878 - wikidata12k_1n - [INFO] - [E:362| 1200]: Train Loss:0.00092757, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:13:34,859 - wikidata12k_1n - [INFO] - [E:362| 1300]: Train Loss:0.00092766, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:14:37,847 - wikidata12k_1n - [INFO] - [E:362| 1400]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:15:40,856 - wikidata12k_1n - [INFO] - [E:362| 1500]: Train Loss:0.00092735, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:16:43,858 - wikidata12k_1n - [INFO] - [E:362| 1600]: Train Loss:0.00092741, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:17:24,984 - wikidata12k_1n - [INFO] - [Epoch:362]: Training Loss:0.0009274
2023-05-11 18:17:25,200 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 18:17:46,549 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 18:17:58,899 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 18:18:20,425 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 18:18:32,662 - wikidata12k_1n - [INFO] - [Evaluating Epoch 362 valid]:
MRR: Tail : 0.50553, Head : 0.37051, Avg : 0.43802
2023-05-11 18:18:32,662 - wikidata12k_1n - [INFO] - [Epoch 362]: Training Loss: 0.00092742, Valid MRR: 0.44315,
2023-05-11 18:18:33,309 - wikidata12k_1n - [INFO] - [E:363| 0]: Train Loss:0.00092004, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:19:36,324 - wikidata12k_1n - [INFO] - [E:363| 100]: Train Loss:0.0009253, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:20:39,324 - wikidata12k_1n - [INFO] - [E:363| 200]: Train Loss:0.00092691, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:21:42,263 - wikidata12k_1n - [INFO] - [E:363| 300]: Train Loss:0.00092695, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:22:45,225 - wikidata12k_1n - [INFO] - [E:363| 400]: Train Loss:0.00092727, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:23:48,207 - wikidata12k_1n - [INFO] - [E:363| 500]: Train Loss:0.00092715, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:24:51,233 - wikidata12k_1n - [INFO] - [E:363| 600]: Train Loss:0.00092695, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:25:54,273 - wikidata12k_1n - [INFO] - [E:363| 700]: Train Loss:0.00092705, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:26:57,248 - wikidata12k_1n - [INFO] - [E:363| 800]: Train Loss:0.00092715, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:28:00,150 - wikidata12k_1n - [INFO] - [E:363| 900]: Train Loss:0.00092706, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:29:03,150 - wikidata12k_1n - [INFO] - [E:363| 1000]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:30:06,160 - wikidata12k_1n - [INFO] - [E:363| 1100]: Train Loss:0.00092723, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:31:09,163 - wikidata12k_1n - [INFO] - [E:363| 1200]: Train Loss:0.00092726, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:32:12,172 - wikidata12k_1n - [INFO] - [E:363| 1300]: Train Loss:0.00092725, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:33:15,192 - wikidata12k_1n - [INFO] - [E:363| 1400]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:34:18,173 - wikidata12k_1n - [INFO] - [E:363| 1500]: Train Loss:0.00092739, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:35:21,123 - wikidata12k_1n - [INFO] - [E:363| 1600]: Train Loss:0.00092742, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:36:02,265 - wikidata12k_1n - [INFO] - [Epoch:363]: Training Loss:0.0009275
2023-05-11 18:36:02,481 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 18:36:23,824 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 18:36:36,188 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 18:36:57,701 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 18:37:09,946 - wikidata12k_1n - [INFO] - [Evaluating Epoch 363 valid]:
MRR: Tail : 0.4956, Head : 0.36845, Avg : 0.43202
2023-05-11 18:37:09,946 - wikidata12k_1n - [INFO] - [Epoch 363]: Training Loss: 0.0009275, Valid MRR: 0.44315,
2023-05-11 18:37:10,589 - wikidata12k_1n - [INFO] - [E:364| 0]: Train Loss:0.00090836, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:38:13,551 - wikidata12k_1n - [INFO] - [E:364| 100]: Train Loss:0.00092708, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:39:16,482 - wikidata12k_1n - [INFO] - [E:364| 200]: Train Loss:0.00092804, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:40:19,432 - wikidata12k_1n - [INFO] - [E:364| 300]: Train Loss:0.00092766, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:41:22,408 - wikidata12k_1n - [INFO] - [E:364| 400]: Train Loss:0.00092817, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:42:25,383 - wikidata12k_1n - [INFO] - [E:364| 500]: Train Loss:0.00092795, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:43:28,363 - wikidata12k_1n - [INFO] - [E:364| 600]: Train Loss:0.0009283, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:44:31,330 - wikidata12k_1n - [INFO] - [E:364| 700]: Train Loss:0.0009283, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:45:34,311 - wikidata12k_1n - [INFO] - [E:364| 800]: Train Loss:0.00092752, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:46:37,271 - wikidata12k_1n - [INFO] - [E:364| 900]: Train Loss:0.00092751, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:47:40,162 - wikidata12k_1n - [INFO] - [E:364| 1000]: Train Loss:0.00092779, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:48:43,138 - wikidata12k_1n - [INFO] - [E:364| 1100]: Train Loss:0.00092786, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:49:46,123 - wikidata12k_1n - [INFO] - [E:364| 1200]: Train Loss:0.00092742, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:50:49,237 - wikidata12k_1n - [INFO] - [E:364| 1300]: Train Loss:0.00092712, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:51:52,275 - wikidata12k_1n - [INFO] - [E:364| 1400]: Train Loss:0.00092699, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:52:55,291 - wikidata12k_1n - [INFO] - [E:364| 1500]: Train Loss:0.00092715, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:53:58,261 - wikidata12k_1n - [INFO] - [E:364| 1600]: Train Loss:0.00092729, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:54:39,410 - wikidata12k_1n - [INFO] - [Epoch:364]: Training Loss:0.0009274
2023-05-11 18:54:39,628 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 18:55:00,961 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 18:55:13,319 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 18:55:34,839 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 18:55:47,090 - wikidata12k_1n - [INFO] - [Evaluating Epoch 364 valid]:
MRR: Tail : 0.50541, Head : 0.36475, Avg : 0.43508
2023-05-11 18:55:47,090 - wikidata12k_1n - [INFO] - [Epoch 364]: Training Loss: 0.00092741, Valid MRR: 0.44315,
2023-05-11 18:55:47,736 - wikidata12k_1n - [INFO] - [E:365| 0]: Train Loss:0.00091333, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:56:50,709 - wikidata12k_1n - [INFO] - [E:365| 100]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:57:53,630 - wikidata12k_1n - [INFO] - [E:365| 200]: Train Loss:0.00092595, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:58:56,709 - wikidata12k_1n - [INFO] - [E:365| 300]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n
2023-05-11 18:59:59,668 - wikidata12k_1n - [INFO] - [E:365| 400]: Train Loss:0.0009272, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:01:02,589 - wikidata12k_1n - [INFO] - [E:365| 500]: Train Loss:0.00092771, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:02:05,499 - wikidata12k_1n - [INFO] - [E:365| 600]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:03:08,445 - wikidata12k_1n - [INFO] - [E:365| 700]: Train Loss:0.00092753, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:04:11,426 - wikidata12k_1n - [INFO] - [E:365| 800]: Train Loss:0.00092703, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:05:14,378 - wikidata12k_1n - [INFO] - [E:365| 900]: Train Loss:0.00092727, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:06:17,370 - wikidata12k_1n - [INFO] - [E:365| 1000]: Train Loss:0.00092719, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:07:20,410 - wikidata12k_1n - [INFO] - [E:365| 1100]: Train Loss:0.00092711, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:08:23,377 - wikidata12k_1n - [INFO] - [E:365| 1200]: Train Loss:0.00092714, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:09:26,341 - wikidata12k_1n - [INFO] - [E:365| 1300]: Train Loss:0.0009272, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:10:29,348 - wikidata12k_1n - [INFO] - [E:365| 1400]: Train Loss:0.00092721, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:11:32,336 - wikidata12k_1n - [INFO] - [E:365| 1500]: Train Loss:0.00092721, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:12:35,305 - wikidata12k_1n - [INFO] - [E:365| 1600]: Train Loss:0.00092726, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:13:16,459 - wikidata12k_1n - [INFO] - [Epoch:365]: Training Loss:0.0009274
2023-05-11 19:13:16,676 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 19:13:38,036 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 19:13:50,387 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 19:14:11,904 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 19:14:24,150 - wikidata12k_1n - [INFO] - [Evaluating Epoch 365 valid]:
MRR: Tail : 0.51161, Head : 0.33444, Avg : 0.42302
2023-05-11 19:14:24,151 - wikidata12k_1n - [INFO] - [Epoch 365]: Training Loss: 0.0009274, Valid MRR: 0.44315,
2023-05-11 19:14:24,795 - wikidata12k_1n - [INFO] - [E:366| 0]: Train Loss:0.00094561, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:15:27,882 - wikidata12k_1n - [INFO] - [E:366| 100]: Train Loss:0.00092661, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:16:30,863 - wikidata12k_1n - [INFO] - [E:366| 200]: Train Loss:0.0009272, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:17:33,818 - wikidata12k_1n - [INFO] - [E:366| 300]: Train Loss:0.00092695, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:18:36,791 - wikidata12k_1n - [INFO] - [E:366| 400]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:19:39,766 - wikidata12k_1n - [INFO] - [E:366| 500]: Train Loss:0.00092705, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:20:42,730 - wikidata12k_1n - [INFO] - [E:366| 600]: Train Loss:0.00092646, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:21:45,727 - wikidata12k_1n - [INFO] - [E:366| 700]: Train Loss:0.00092636, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:22:48,586 - wikidata12k_1n - [INFO] - [E:366| 800]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:23:51,691 - wikidata12k_1n - [INFO] - [E:366| 900]: Train Loss:0.00092668, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:24:54,674 - wikidata12k_1n - [INFO] - [E:366| 1000]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:25:57,614 - wikidata12k_1n - [INFO] - [E:366| 1100]: Train Loss:0.00092697, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:27:00,602 - wikidata12k_1n - [INFO] - [E:366| 1200]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:28:03,595 - wikidata12k_1n - [INFO] - [E:366| 1300]: Train Loss:0.00092693, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:29:06,559 - wikidata12k_1n - [INFO] - [E:366| 1400]: Train Loss:0.00092692, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:30:09,532 - wikidata12k_1n - [INFO] - [E:366| 1500]: Train Loss:0.0009272, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:31:12,426 - wikidata12k_1n - [INFO] - [E:366| 1600]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:31:53,645 - wikidata12k_1n - [INFO] - [Epoch:366]: Training Loss:0.0009273
2023-05-11 19:31:53,862 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 19:32:15,204 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 19:32:27,558 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 19:32:49,086 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 19:33:01,323 - wikidata12k_1n - [INFO] - [Evaluating Epoch 366 valid]:
MRR: Tail : 0.50659, Head : 0.33592, Avg : 0.42126
2023-05-11 19:33:01,323 - wikidata12k_1n - [INFO] - [Epoch 366]: Training Loss: 0.00092727, Valid MRR: 0.44315,
2023-05-11 19:33:01,968 - wikidata12k_1n - [INFO] - [E:367| 0]: Train Loss:0.0009156, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:34:04,948 - wikidata12k_1n - [INFO] - [E:367| 100]: Train Loss:0.00092757, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:35:07,941 - wikidata12k_1n - [INFO] - [E:367| 200]: Train Loss:0.00092534, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:36:10,886 - wikidata12k_1n - [INFO] - [E:367| 300]: Train Loss:0.00092621, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:37:13,881 - wikidata12k_1n - [INFO] - [E:367| 400]: Train Loss:0.00092578, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:38:16,784 - wikidata12k_1n - [INFO] - [E:367| 500]: Train Loss:0.0009255, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:39:19,713 - wikidata12k_1n - [INFO] - [E:367| 600]: Train Loss:0.00092541, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:40:22,784 - wikidata12k_1n - [INFO] - [E:367| 700]: Train Loss:0.00092561, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:41:25,758 - wikidata12k_1n - [INFO] - [E:367| 800]: Train Loss:0.00092598, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:42:28,767 - wikidata12k_1n - [INFO] - [E:367| 900]: Train Loss:0.00092642, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:43:31,774 - wikidata12k_1n - [INFO] - [E:367| 1000]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:44:34,720 - wikidata12k_1n - [INFO] - [E:367| 1100]: Train Loss:0.00092671, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:45:37,682 - wikidata12k_1n - [INFO] - [E:367| 1200]: Train Loss:0.00092696, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:46:40,630 - wikidata12k_1n - [INFO] - [E:367| 1300]: Train Loss:0.00092713, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:47:43,640 - wikidata12k_1n - [INFO] - [E:367| 1400]: Train Loss:0.0009271, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:48:46,701 - wikidata12k_1n - [INFO] - [E:367| 1500]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:49:49,633 - wikidata12k_1n - [INFO] - [E:367| 1600]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:50:30,794 - wikidata12k_1n - [INFO] - [Epoch:367]: Training Loss:0.0009272
2023-05-11 19:50:31,010 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 19:50:52,353 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 19:51:04,711 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 19:51:26,236 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 19:51:38,515 - wikidata12k_1n - [INFO] - [Evaluating Epoch 367 valid]:
MRR: Tail : 0.51116, Head : 0.36183, Avg : 0.4365
2023-05-11 19:51:38,515 - wikidata12k_1n - [INFO] - [Epoch 367]: Training Loss: 0.00092719, Valid MRR: 0.44315,
2023-05-11 19:51:39,159 - wikidata12k_1n - [INFO] - [E:368| 0]: Train Loss:0.00092125, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:52:42,135 - wikidata12k_1n - [INFO] - [E:368| 100]: Train Loss:0.00092742, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:53:45,090 - wikidata12k_1n - [INFO] - [E:368| 200]: Train Loss:0.00092625, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:54:47,997 - wikidata12k_1n - [INFO] - [E:368| 300]: Train Loss:0.00092645, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:55:50,884 - wikidata12k_1n - [INFO] - [E:368| 400]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:56:53,867 - wikidata12k_1n - [INFO] - [E:368| 500]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:57:56,848 - wikidata12k_1n - [INFO] - [E:368| 600]: Train Loss:0.00092709, Val MRR:0.44315, wikidata12k_1n
2023-05-11 19:58:59,796 - wikidata12k_1n - [INFO] - [E:368| 700]: Train Loss:0.00092681, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:00:02,782 - wikidata12k_1n - [INFO] - [E:368| 800]: Train Loss:0.00092686, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:01:05,763 - wikidata12k_1n - [INFO] - [E:368| 900]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:02:08,742 - wikidata12k_1n - [INFO] - [E:368| 1000]: Train Loss:0.00092734, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:03:11,688 - wikidata12k_1n - [INFO] - [E:368| 1100]: Train Loss:0.00092714, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:04:14,658 - wikidata12k_1n - [INFO] - [E:368| 1200]: Train Loss:0.00092711, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:05:17,706 - wikidata12k_1n - [INFO] - [E:368| 1300]: Train Loss:0.00092714, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:06:20,688 - wikidata12k_1n - [INFO] - [E:368| 1400]: Train Loss:0.00092721, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:07:23,596 - wikidata12k_1n - [INFO] - [E:368| 1500]: Train Loss:0.00092733, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:08:26,583 - wikidata12k_1n - [INFO] - [E:368| 1600]: Train Loss:0.00092722, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:09:07,728 - wikidata12k_1n - [INFO] - [Epoch:368]: Training Loss:0.0009271
2023-05-11 20:09:07,945 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 20:09:29,300 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 20:09:41,657 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 20:10:03,185 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 20:10:15,435 - wikidata12k_1n - [INFO] - [Evaluating Epoch 368 valid]:
MRR: Tail : 0.5104, Head : 0.36375, Avg : 0.43707
2023-05-11 20:10:15,436 - wikidata12k_1n - [INFO] - [Epoch 368]: Training Loss: 0.00092711, Valid MRR: 0.44315,
2023-05-11 20:10:16,080 - wikidata12k_1n - [INFO] - [E:369| 0]: Train Loss:0.00094987, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:11:19,055 - wikidata12k_1n - [INFO] - [E:369| 100]: Train Loss:0.0009278, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:12:22,034 - wikidata12k_1n - [INFO] - [E:369| 200]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:13:25,089 - wikidata12k_1n - [INFO] - [E:369| 300]: Train Loss:0.0009258, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:14:28,060 - wikidata12k_1n - [INFO] - [E:369| 400]: Train Loss:0.00092668, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:15:31,054 - wikidata12k_1n - [INFO] - [E:369| 500]: Train Loss:0.00092765, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:16:34,098 - wikidata12k_1n - [INFO] - [E:369| 600]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:17:37,082 - wikidata12k_1n - [INFO] - [E:369| 700]: Train Loss:0.0009274, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:18:40,074 - wikidata12k_1n - [INFO] - [E:369| 800]: Train Loss:0.00092764, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:19:43,016 - wikidata12k_1n - [INFO] - [E:369| 900]: Train Loss:0.00092703, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:20:45,995 - wikidata12k_1n - [INFO] - [E:369| 1000]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:21:48,937 - wikidata12k_1n - [INFO] - [E:369| 1100]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:22:51,867 - wikidata12k_1n - [INFO] - [E:369| 1200]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:23:54,841 - wikidata12k_1n - [INFO] - [E:369| 1300]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:24:57,788 - wikidata12k_1n - [INFO] - [E:369| 1400]: Train Loss:0.00092705, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:26:00,697 - wikidata12k_1n - [INFO] - [E:369| 1500]: Train Loss:0.00092722, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:27:03,664 - wikidata12k_1n - [INFO] - [E:369| 1600]: Train Loss:0.00092719, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:27:44,821 - wikidata12k_1n - [INFO] - [Epoch:369]: Training Loss:0.0009274
2023-05-11 20:27:45,036 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 20:28:06,380 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 20:28:18,742 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 20:28:40,272 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 20:28:52,516 - wikidata12k_1n - [INFO] - [Evaluating Epoch 369 valid]:
MRR: Tail : 0.50942, Head : 0.30838, Avg : 0.4089
MR: Tail : 776.57, Head : 972.47, Avg : 874.52
Hit-1: Tail : 0.43141, Head : 0.19171, Avg : 0.31156
Hit-3: Tail : 0.5531, Head : 0.36797, Avg : 0.46054
Hit-10: Tail : 0.65019, Head : 0.52548, Avg : 0.58784
2023-05-11 20:28:52,517 - wikidata12k_1n - [INFO] - [Epoch 369]: Training Loss: 0.00092741, Valid MRR: 0.44315,
2023-05-11 20:28:53,160 - wikidata12k_1n - [INFO] - [E:370| 0]: Train Loss:0.00091337, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:29:56,272 - wikidata12k_1n - [INFO] - [E:370| 100]: Train Loss:0.00092719, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:30:59,262 - wikidata12k_1n - [INFO] - [E:370| 200]: Train Loss:0.00092802, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:32:02,194 - wikidata12k_1n - [INFO] - [E:370| 300]: Train Loss:0.00092728, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:33:05,150 - wikidata12k_1n - [INFO] - [E:370| 400]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:34:08,133 - wikidata12k_1n - [INFO] - [E:370| 500]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:35:11,086 - wikidata12k_1n - [INFO] - [E:370| 600]: Train Loss:0.00092678, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:36:14,072 - wikidata12k_1n - [INFO] - [E:370| 700]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:37:17,082 - wikidata12k_1n - [INFO] - [E:370| 800]: Train Loss:0.00092699, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:38:20,083 - wikidata12k_1n - [INFO] - [E:370| 900]: Train Loss:0.00092684, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:39:23,046 - wikidata12k_1n - [INFO] - [E:370| 1000]: Train Loss:0.00092705, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:40:25,979 - wikidata12k_1n - [INFO] - [E:370| 1100]: Train Loss:0.00092728, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:41:29,010 - wikidata12k_1n - [INFO] - [E:370| 1200]: Train Loss:0.00092749, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:42:31,987 - wikidata12k_1n - [INFO] - [E:370| 1300]: Train Loss:0.00092744, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:43:34,966 - wikidata12k_1n - [INFO] - [E:370| 1400]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:44:37,961 - wikidata12k_1n - [INFO] - [E:370| 1500]: Train Loss:0.00092706, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:45:40,842 - wikidata12k_1n - [INFO] - [E:370| 1600]: Train Loss:0.00092718, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:46:22,002 - wikidata12k_1n - [INFO] - [Epoch:370]: Training Loss:0.0009272
2023-05-11 20:46:22,219 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 20:46:43,634 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 20:46:56,011 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 20:47:17,543 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 20:47:29,803 - wikidata12k_1n - [INFO] - [Evaluating Epoch 370 valid]:
MRR: Tail : 0.50894, Head : 0.35527, Avg : 0.4321
2023-05-11 20:47:29,803 - wikidata12k_1n - [INFO] - [Epoch 370]: Training Loss: 0.00092722, Valid MRR: 0.44315,
2023-05-11 20:47:30,450 - wikidata12k_1n - [INFO] - [E:371| 0]: Train Loss:0.00094926, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:48:33,407 - wikidata12k_1n - [INFO] - [E:371| 100]: Train Loss:0.0009298, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:49:36,403 - wikidata12k_1n - [INFO] - [E:371| 200]: Train Loss:0.00092792, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:50:39,390 - wikidata12k_1n - [INFO] - [E:371| 300]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:51:42,368 - wikidata12k_1n - [INFO] - [E:371| 400]: Train Loss:0.00092711, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:52:45,270 - wikidata12k_1n - [INFO] - [E:371| 500]: Train Loss:0.00092681, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:53:48,149 - wikidata12k_1n - [INFO] - [E:371| 600]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:54:51,093 - wikidata12k_1n - [INFO] - [E:371| 700]: Train Loss:0.00092625, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:55:54,189 - wikidata12k_1n - [INFO] - [E:371| 800]: Train Loss:0.00092592, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:56:57,156 - wikidata12k_1n - [INFO] - [E:371| 900]: Train Loss:0.00092618, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:58:00,128 - wikidata12k_1n - [INFO] - [E:371| 1000]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n
2023-05-11 20:59:03,078 - wikidata12k_1n - [INFO] - [E:371| 1100]: Train Loss:0.00092627, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:00:06,036 - wikidata12k_1n - [INFO] - [E:371| 1200]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:01:08,994 - wikidata12k_1n - [INFO] - [E:371| 1300]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:02:11,981 - wikidata12k_1n - [INFO] - [E:371| 1400]: Train Loss:0.00092695, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:03:15,000 - wikidata12k_1n - [INFO] - [E:371| 1500]: Train Loss:0.00092706, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:04:18,030 - wikidata12k_1n - [INFO] - [E:371| 1600]: Train Loss:0.00092692, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:04:59,163 - wikidata12k_1n - [INFO] - [Epoch:371]: Training Loss:0.000927
2023-05-11 21:04:59,380 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 21:05:20,707 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 21:05:33,062 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 21:05:54,559 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 21:06:06,799 - wikidata12k_1n - [INFO] - [Evaluating Epoch 371 valid]:
MRR: Tail : 0.50716, Head : 0.35804, Avg : 0.4326
2023-05-11 21:06:06,800 - wikidata12k_1n - [INFO] - [Epoch 371]: Training Loss: 0.000927, Valid MRR: 0.44315,
2023-05-11 21:06:07,443 - wikidata12k_1n - [INFO] - [E:372| 0]: Train Loss:0.00091699, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:07:10,345 - wikidata12k_1n - [INFO] - [E:372| 100]: Train Loss:0.00092631, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:08:13,303 - wikidata12k_1n - [INFO] - [E:372| 200]: Train Loss:0.00092702, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:09:16,254 - wikidata12k_1n - [INFO] - [E:372| 300]: Train Loss:0.00092557, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:10:19,171 - wikidata12k_1n - [INFO] - [E:372| 400]: Train Loss:0.00092495, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:11:22,146 - wikidata12k_1n - [INFO] - [E:372| 500]: Train Loss:0.0009255, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:12:25,126 - wikidata12k_1n - [INFO] - [E:372| 600]: Train Loss:0.00092563, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:13:28,156 - wikidata12k_1n - [INFO] - [E:372| 700]: Train Loss:0.00092644, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:14:31,077 - wikidata12k_1n - [INFO] - [E:372| 800]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:15:34,058 - wikidata12k_1n - [INFO] - [E:372| 900]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:16:37,024 - wikidata12k_1n - [INFO] - [E:372| 1000]: Train Loss:0.00092642, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:17:39,980 - wikidata12k_1n - [INFO] - [E:372| 1100]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:18:42,946 - wikidata12k_1n - [INFO] - [E:372| 1200]: Train Loss:0.0009267, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:19:45,921 - wikidata12k_1n - [INFO] - [E:372| 1300]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:20:49,042 - wikidata12k_1n - [INFO] - [E:372| 1400]: Train Loss:0.00092695, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:21:52,033 - wikidata12k_1n - [INFO] - [E:372| 1500]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:22:54,979 - wikidata12k_1n - [INFO] - [E:372| 1600]: Train Loss:0.00092692, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:23:36,167 - wikidata12k_1n - [INFO] - [Epoch:372]: Training Loss:0.000927
2023-05-11 21:23:36,383 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 21:23:57,703 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 21:24:10,051 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 21:24:31,565 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 21:24:43,792 - wikidata12k_1n - [INFO] - [Evaluating Epoch 372 valid]:
MRR: Tail : 0.50054, Head : 0.35824, Avg : 0.42939
2023-05-11 21:24:43,793 - wikidata12k_1n - [INFO] - [Epoch 372]: Training Loss: 0.00092701, Valid MRR: 0.44315,
2023-05-11 21:24:44,436 - wikidata12k_1n - [INFO] - [E:373| 0]: Train Loss:0.00094856, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:25:47,403 - wikidata12k_1n - [INFO] - [E:373| 100]: Train Loss:0.00092421, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:26:50,317 - wikidata12k_1n - [INFO] - [E:373| 200]: Train Loss:0.00092732, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:27:53,288 - wikidata12k_1n - [INFO] - [E:373| 300]: Train Loss:0.00092689, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:28:56,349 - wikidata12k_1n - [INFO] - [E:373| 400]: Train Loss:0.00092625, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:29:59,287 - wikidata12k_1n - [INFO] - [E:373| 500]: Train Loss:0.00092596, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:31:02,271 - wikidata12k_1n - [INFO] - [E:373| 600]: Train Loss:0.00092569, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:32:05,276 - wikidata12k_1n - [INFO] - [E:373| 700]: Train Loss:0.00092633, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:33:08,307 - wikidata12k_1n - [INFO] - [E:373| 800]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:34:11,276 - wikidata12k_1n - [INFO] - [E:373| 900]: Train Loss:0.00092646, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:35:14,247 - wikidata12k_1n - [INFO] - [E:373| 1000]: Train Loss:0.00092673, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:36:17,223 - wikidata12k_1n - [INFO] - [E:373| 1100]: Train Loss:0.00092703, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:37:20,234 - wikidata12k_1n - [INFO] - [E:373| 1200]: Train Loss:0.00092693, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:38:23,136 - wikidata12k_1n - [INFO] - [E:373| 1300]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:39:26,070 - wikidata12k_1n - [INFO] - [E:373| 1400]: Train Loss:0.00092692, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:40:29,021 - wikidata12k_1n - [INFO] - [E:373| 1500]: Train Loss:0.00092714, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:41:31,995 - wikidata12k_1n - [INFO] - [E:373| 1600]: Train Loss:0.00092718, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:42:13,143 - wikidata12k_1n - [INFO] - [Epoch:373]: Training Loss:0.000927
2023-05-11 21:42:13,359 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 21:42:34,704 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 21:42:47,058 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 21:43:08,574 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 21:43:20,816 - wikidata12k_1n - [INFO] - [Evaluating Epoch 373 valid]:
MRR: Tail : 0.50918, Head : 0.37367, Avg : 0.44143
2023-05-11 21:43:20,817 - wikidata12k_1n - [INFO] - [Epoch 373]: Training Loss: 0.00092703, Valid MRR: 0.44315,
2023-05-11 21:43:21,461 - wikidata12k_1n - [INFO] - [E:374| 0]: Train Loss:0.00093308, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:44:24,420 - wikidata12k_1n - [INFO] - [E:374| 100]: Train Loss:0.00092855, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:45:27,429 - wikidata12k_1n - [INFO] - [E:374| 200]: Train Loss:0.00092622, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:46:30,423 - wikidata12k_1n - [INFO] - [E:374| 300]: Train Loss:0.00092646, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:47:33,401 - wikidata12k_1n - [INFO] - [E:374| 400]: Train Loss:0.00092612, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:48:36,366 - wikidata12k_1n - [INFO] - [E:374| 500]: Train Loss:0.00092611, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:49:39,334 - wikidata12k_1n - [INFO] - [E:374| 600]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:50:42,320 - wikidata12k_1n - [INFO] - [E:374| 700]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:51:45,254 - wikidata12k_1n - [INFO] - [E:374| 800]: Train Loss:0.00092622, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:52:48,235 - wikidata12k_1n - [INFO] - [E:374| 900]: Train Loss:0.00092594, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:53:51,309 - wikidata12k_1n - [INFO] - [E:374| 1000]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:54:54,305 - wikidata12k_1n - [INFO] - [E:374| 1100]: Train Loss:0.00092618, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:55:57,253 - wikidata12k_1n - [INFO] - [E:374| 1200]: Train Loss:0.00092651, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:57:00,243 - wikidata12k_1n - [INFO] - [E:374| 1300]: Train Loss:0.00092669, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:58:03,171 - wikidata12k_1n - [INFO] - [E:374| 1400]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n
2023-05-11 21:59:06,081 - wikidata12k_1n - [INFO] - [E:374| 1500]: Train Loss:0.00092659, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:00:09,044 - wikidata12k_1n - [INFO] - [E:374| 1600]: Train Loss:0.00092682, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:00:50,185 - wikidata12k_1n - [INFO] - [Epoch:374]: Training Loss:0.000927
2023-05-11 22:00:50,402 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 22:01:11,732 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 22:01:24,116 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 22:01:45,696 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 22:01:57,929 - wikidata12k_1n - [INFO] - [Evaluating Epoch 374 valid]:
MRR: Tail : 0.5066, Head : 0.36806, Avg : 0.43733
2023-05-11 22:01:57,929 - wikidata12k_1n - [INFO] - [Epoch 374]: Training Loss: 0.00092703, Valid MRR: 0.44315,
2023-05-11 22:01:58,573 - wikidata12k_1n - [INFO] - [E:375| 0]: Train Loss:0.00093357, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:03:01,521 - wikidata12k_1n - [INFO] - [E:375| 100]: Train Loss:0.00092601, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:04:04,488 - wikidata12k_1n - [INFO] - [E:375| 200]: Train Loss:0.00092653, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:05:07,468 - wikidata12k_1n - [INFO] - [E:375| 300]: Train Loss:0.00092635, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:06:10,351 - wikidata12k_1n - [INFO] - [E:375| 400]: Train Loss:0.00092613, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:07:13,318 - wikidata12k_1n - [INFO] - [E:375| 500]: Train Loss:0.00092584, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:08:16,284 - wikidata12k_1n - [INFO] - [E:375| 600]: Train Loss:0.00092569, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:09:19,183 - wikidata12k_1n - [INFO] - [E:375| 700]: Train Loss:0.00092567, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:10:22,244 - wikidata12k_1n - [INFO] - [E:375| 800]: Train Loss:0.00092542, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:11:25,178 - wikidata12k_1n - [INFO] - [E:375| 900]: Train Loss:0.00092524, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:12:28,124 - wikidata12k_1n - [INFO] - [E:375| 1000]: Train Loss:0.00092551, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:13:31,110 - wikidata12k_1n - [INFO] - [E:375| 1100]: Train Loss:0.00092576, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:14:34,119 - wikidata12k_1n - [INFO] - [E:375| 1200]: Train Loss:0.00092593, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:15:37,024 - wikidata12k_1n - [INFO] - [E:375| 1300]: Train Loss:0.00092612, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:16:39,976 - wikidata12k_1n - [INFO] - [E:375| 1400]: Train Loss:0.00092619, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:17:42,905 - wikidata12k_1n - [INFO] - [E:375| 1500]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:18:45,896 - wikidata12k_1n - [INFO] - [E:375| 1600]: Train Loss:0.00092678, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:19:27,057 - wikidata12k_1n - [INFO] - [Epoch:375]: Training Loss:0.0009267
2023-05-11 22:19:27,273 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 22:19:48,614 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 22:20:00,976 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 22:20:22,493 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 22:20:34,737 - wikidata12k_1n - [INFO] - [Evaluating Epoch 375 valid]:
MRR: Tail : 0.50508, Head : 0.36949, Avg : 0.43729
2023-05-11 22:20:34,738 - wikidata12k_1n - [INFO] - [Epoch 375]: Training Loss: 0.00092675, Valid MRR: 0.44315,
2023-05-11 22:20:35,392 - wikidata12k_1n - [INFO] - [E:376| 0]: Train Loss:0.0009394, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:21:38,390 - wikidata12k_1n - [INFO] - [E:376| 100]: Train Loss:0.00092848, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:22:41,416 - wikidata12k_1n - [INFO] - [E:376| 200]: Train Loss:0.0009296, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:23:44,391 - wikidata12k_1n - [INFO] - [E:376| 300]: Train Loss:0.00092895, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:24:47,294 - wikidata12k_1n - [INFO] - [E:376| 400]: Train Loss:0.0009276, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:25:50,218 - wikidata12k_1n - [INFO] - [E:376| 500]: Train Loss:0.00092671, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:26:53,253 - wikidata12k_1n - [INFO] - [E:376| 600]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:27:56,194 - wikidata12k_1n - [INFO] - [E:376| 700]: Train Loss:0.00092741, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:28:59,155 - wikidata12k_1n - [INFO] - [E:376| 800]: Train Loss:0.00092736, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:30:02,090 - wikidata12k_1n - [INFO] - [E:376| 900]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:31:05,053 - wikidata12k_1n - [INFO] - [E:376| 1000]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:32:08,007 - wikidata12k_1n - [INFO] - [E:376| 1100]: Train Loss:0.000927, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:33:10,950 - wikidata12k_1n - [INFO] - [E:376| 1200]: Train Loss:0.00092702, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:34:13,846 - wikidata12k_1n - [INFO] - [E:376| 1300]: Train Loss:0.00092694, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:35:16,956 - wikidata12k_1n - [INFO] - [E:376| 1400]: Train Loss:0.00092706, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:36:19,934 - wikidata12k_1n - [INFO] - [E:376| 1500]: Train Loss:0.00092709, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:37:22,939 - wikidata12k_1n - [INFO] - [E:376| 1600]: Train Loss:0.00092698, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:38:04,121 - wikidata12k_1n - [INFO] - [Epoch:376]: Training Loss:0.0009269
2023-05-11 22:38:04,337 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 22:38:25,706 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 22:38:38,063 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 22:38:59,597 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 22:39:11,844 - wikidata12k_1n - [INFO] - [Evaluating Epoch 376 valid]:
MRR: Tail : 0.50845, Head : 0.36351, Avg : 0.43598
2023-05-11 22:39:11,844 - wikidata12k_1n - [INFO] - [Epoch 376]: Training Loss: 0.00092693, Valid MRR: 0.44315,
2023-05-11 22:39:12,488 - wikidata12k_1n - [INFO] - [E:377| 0]: Train Loss:0.00092456, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:40:15,525 - wikidata12k_1n - [INFO] - [E:377| 100]: Train Loss:0.00092721, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:41:18,488 - wikidata12k_1n - [INFO] - [E:377| 200]: Train Loss:0.00092725, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:42:21,438 - wikidata12k_1n - [INFO] - [E:377| 300]: Train Loss:0.00092632, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:43:24,497 - wikidata12k_1n - [INFO] - [E:377| 400]: Train Loss:0.00092654, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:44:27,454 - wikidata12k_1n - [INFO] - [E:377| 500]: Train Loss:0.00092608, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:45:30,429 - wikidata12k_1n - [INFO] - [E:377| 600]: Train Loss:0.00092653, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:46:33,424 - wikidata12k_1n - [INFO] - [E:377| 700]: Train Loss:0.00092699, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:47:36,403 - wikidata12k_1n - [INFO] - [E:377| 800]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:48:39,414 - wikidata12k_1n - [INFO] - [E:377| 900]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:49:42,360 - wikidata12k_1n - [INFO] - [E:377| 1000]: Train Loss:0.00092655, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:50:45,269 - wikidata12k_1n - [INFO] - [E:377| 1100]: Train Loss:0.00092636, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:51:48,245 - wikidata12k_1n - [INFO] - [E:377| 1200]: Train Loss:0.00092649, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:52:51,233 - wikidata12k_1n - [INFO] - [E:377| 1300]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:53:54,220 - wikidata12k_1n - [INFO] - [E:377| 1400]: Train Loss:0.00092642, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:54:57,188 - wikidata12k_1n - [INFO] - [E:377| 1500]: Train Loss:0.00092665, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:56:00,178 - wikidata12k_1n - [INFO] - [E:377| 1600]: Train Loss:0.00092704, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:56:41,308 - wikidata12k_1n - [INFO] - [Epoch:377]: Training Loss:0.0009275
2023-05-11 22:56:41,524 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 22:57:02,852 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 22:57:15,208 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 22:57:36,722 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 22:57:48,956 - wikidata12k_1n - [INFO] - [Evaluating Epoch 377 valid]:
MRR: Tail : 0.49725, Head : 0.32375, Avg : 0.4105
2023-05-11 22:57:48,956 - wikidata12k_1n - [INFO] - [Epoch 377]: Training Loss: 0.0009275, Valid MRR: 0.44315,
2023-05-11 22:57:49,600 - wikidata12k_1n - [INFO] - [E:378| 0]: Train Loss:0.00090588, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:58:52,515 - wikidata12k_1n - [INFO] - [E:378| 100]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n
2023-05-11 22:59:55,434 - wikidata12k_1n - [INFO] - [E:378| 200]: Train Loss:0.0009277, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:00:58,391 - wikidata12k_1n - [INFO] - [E:378| 300]: Train Loss:0.00092871, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:02:01,322 - wikidata12k_1n - [INFO] - [E:378| 400]: Train Loss:0.0009285, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:03:04,292 - wikidata12k_1n - [INFO] - [E:378| 500]: Train Loss:0.00092824, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:04:07,215 - wikidata12k_1n - [INFO] - [E:378| 600]: Train Loss:0.00092785, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:05:10,103 - wikidata12k_1n - [INFO] - [E:378| 700]: Train Loss:0.00092834, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:06:13,123 - wikidata12k_1n - [INFO] - [E:378| 800]: Train Loss:0.00092807, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:07:16,043 - wikidata12k_1n - [INFO] - [E:378| 900]: Train Loss:0.00092757, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:08:19,080 - wikidata12k_1n - [INFO] - [E:378| 1000]: Train Loss:0.00092827, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:09:22,032 - wikidata12k_1n - [INFO] - [E:378| 1100]: Train Loss:0.00092827, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:10:24,948 - wikidata12k_1n - [INFO] - [E:378| 1200]: Train Loss:0.00092856, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:11:27,902 - wikidata12k_1n - [INFO] - [E:378| 1300]: Train Loss:0.0009285, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:12:30,912 - wikidata12k_1n - [INFO] - [E:378| 1400]: Train Loss:0.00092857, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:13:33,872 - wikidata12k_1n - [INFO] - [E:378| 1500]: Train Loss:0.00092845, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:14:36,903 - wikidata12k_1n - [INFO] - [E:378| 1600]: Train Loss:0.00092815, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:15:18,068 - wikidata12k_1n - [INFO] - [Epoch:378]: Training Loss:0.000928
2023-05-11 23:15:18,286 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 23:15:39,633 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 23:15:51,996 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 23:16:13,531 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 23:16:25,814 - wikidata12k_1n - [INFO] - [Evaluating Epoch 378 valid]:
MRR: Tail : 0.50538, Head : 0.36689, Avg : 0.43614
2023-05-11 23:16:25,814 - wikidata12k_1n - [INFO] - [Epoch 378]: Training Loss: 0.00092802, Valid MRR: 0.44315,
2023-05-11 23:16:26,463 - wikidata12k_1n - [INFO] - [E:379| 0]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:17:29,448 - wikidata12k_1n - [INFO] - [E:379| 100]: Train Loss:0.00092832, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:18:32,413 - wikidata12k_1n - [INFO] - [E:379| 200]: Train Loss:0.00092715, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:19:35,397 - wikidata12k_1n - [INFO] - [E:379| 300]: Train Loss:0.00092727, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:20:38,366 - wikidata12k_1n - [INFO] - [E:379| 400]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:21:41,332 - wikidata12k_1n - [INFO] - [E:379| 500]: Train Loss:0.00092628, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:22:44,257 - wikidata12k_1n - [INFO] - [E:379| 600]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:23:47,189 - wikidata12k_1n - [INFO] - [E:379| 700]: Train Loss:0.00092635, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:24:50,116 - wikidata12k_1n - [INFO] - [E:379| 800]: Train Loss:0.00092688, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:25:53,118 - wikidata12k_1n - [INFO] - [E:379| 900]: Train Loss:0.00092721, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:26:56,091 - wikidata12k_1n - [INFO] - [E:379| 1000]: Train Loss:0.00092726, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:27:59,052 - wikidata12k_1n - [INFO] - [E:379| 1100]: Train Loss:0.00092731, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:29:02,014 - wikidata12k_1n - [INFO] - [E:379| 1200]: Train Loss:0.00092733, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:30:04,945 - wikidata12k_1n - [INFO] - [E:379| 1300]: Train Loss:0.00092738, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:31:07,899 - wikidata12k_1n - [INFO] - [E:379| 1400]: Train Loss:0.00092727, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:32:10,895 - wikidata12k_1n - [INFO] - [E:379| 1500]: Train Loss:0.00092739, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:33:13,878 - wikidata12k_1n - [INFO] - [E:379| 1600]: Train Loss:0.00092724, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:33:55,035 - wikidata12k_1n - [INFO] - [Epoch:379]: Training Loss:0.0009271
2023-05-11 23:33:55,251 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 23:34:16,605 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 23:34:28,967 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 23:34:50,495 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 23:35:02,740 - wikidata12k_1n - [INFO] - [Evaluating Epoch 379 valid]:
MRR: Tail : 0.50035, Head : 0.36313, Avg : 0.43174
MR: Tail : 781.41, Head : 967.22, Avg : 874.32
Hit-1: Tail : 0.41721, Head : 0.26351, Avg : 0.34036
Hit-3: Tail : 0.5484, Head : 0.41993, Avg : 0.48416
Hit-10: Tail : 0.65652, Head : 0.55696, Avg : 0.60674
2023-05-11 23:35:02,740 - wikidata12k_1n - [INFO] - [Epoch 379]: Training Loss: 0.00092707, Valid MRR: 0.44315,
2023-05-11 23:35:03,387 - wikidata12k_1n - [INFO] - [E:380| 0]: Train Loss:0.00090715, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:36:06,366 - wikidata12k_1n - [INFO] - [E:380| 100]: Train Loss:0.00092537, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:37:09,365 - wikidata12k_1n - [INFO] - [E:380| 200]: Train Loss:0.00092617, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:38:12,344 - wikidata12k_1n - [INFO] - [E:380| 300]: Train Loss:0.00092701, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:39:15,265 - wikidata12k_1n - [INFO] - [E:380| 400]: Train Loss:0.00092703, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:40:18,203 - wikidata12k_1n - [INFO] - [E:380| 500]: Train Loss:0.00092713, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:41:21,174 - wikidata12k_1n - [INFO] - [E:380| 600]: Train Loss:0.00092697, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:42:24,171 - wikidata12k_1n - [INFO] - [E:380| 700]: Train Loss:0.0009267, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:43:27,148 - wikidata12k_1n - [INFO] - [E:380| 800]: Train Loss:0.00092673, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:44:30,117 - wikidata12k_1n - [INFO] - [E:380| 900]: Train Loss:0.00092699, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:45:33,098 - wikidata12k_1n - [INFO] - [E:380| 1000]: Train Loss:0.00092688, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:46:36,034 - wikidata12k_1n - [INFO] - [E:380| 1100]: Train Loss:0.00092676, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:47:38,935 - wikidata12k_1n - [INFO] - [E:380| 1200]: Train Loss:0.00092655, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:48:41,840 - wikidata12k_1n - [INFO] - [E:380| 1300]: Train Loss:0.00092655, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:49:44,741 - wikidata12k_1n - [INFO] - [E:380| 1400]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:50:47,767 - wikidata12k_1n - [INFO] - [E:380| 1500]: Train Loss:0.00092662, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:51:50,721 - wikidata12k_1n - [INFO] - [E:380| 1600]: Train Loss:0.00092671, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:52:31,859 - wikidata12k_1n - [INFO] - [Epoch:380]: Training Loss:0.0009269
2023-05-11 23:52:32,075 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-11 23:52:53,417 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-11 23:53:05,778 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-11 23:53:27,299 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-11 23:53:39,534 - wikidata12k_1n - [INFO] - [Evaluating Epoch 380 valid]:
MRR: Tail : 0.50146, Head : 0.36544, Avg : 0.43345
2023-05-11 23:53:39,534 - wikidata12k_1n - [INFO] - [Epoch 380]: Training Loss: 0.00092688, Valid MRR: 0.44315,
2023-05-11 23:53:40,180 - wikidata12k_1n - [INFO] - [E:381| 0]: Train Loss:0.00091439, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:54:43,121 - wikidata12k_1n - [INFO] - [E:381| 100]: Train Loss:0.00092488, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:55:46,088 - wikidata12k_1n - [INFO] - [E:381| 200]: Train Loss:0.00092594, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:56:49,047 - wikidata12k_1n - [INFO] - [E:381| 300]: Train Loss:0.0009265, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:57:51,991 - wikidata12k_1n - [INFO] - [E:381| 400]: Train Loss:0.00092667, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:58:55,111 - wikidata12k_1n - [INFO] - [E:381| 500]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n
2023-05-11 23:59:58,021 - wikidata12k_1n - [INFO] - [E:381| 600]: Train Loss:0.0009272, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:01:00,929 - wikidata12k_1n - [INFO] - [E:381| 700]: Train Loss:0.00092678, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:02:03,915 - wikidata12k_1n - [INFO] - [E:381| 800]: Train Loss:0.00092659, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:03:06,887 - wikidata12k_1n - [INFO] - [E:381| 900]: Train Loss:0.00092658, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:04:09,875 - wikidata12k_1n - [INFO] - [E:381| 1000]: Train Loss:0.00092701, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:05:12,854 - wikidata12k_1n - [INFO] - [E:381| 1100]: Train Loss:0.00092694, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:06:15,846 - wikidata12k_1n - [INFO] - [E:381| 1200]: Train Loss:0.00092694, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:07:18,905 - wikidata12k_1n - [INFO] - [E:381| 1300]: Train Loss:0.00092699, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:08:21,840 - wikidata12k_1n - [INFO] - [E:381| 1400]: Train Loss:0.00092686, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:09:24,703 - wikidata12k_1n - [INFO] - [E:381| 1500]: Train Loss:0.00092697, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:10:27,672 - wikidata12k_1n - [INFO] - [E:381| 1600]: Train Loss:0.00092693, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:11:08,781 - wikidata12k_1n - [INFO] - [Epoch:381]: Training Loss:0.0009269
2023-05-12 00:11:08,997 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 00:11:30,320 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 00:11:42,659 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 00:12:04,152 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 00:12:16,392 - wikidata12k_1n - [INFO] - [Evaluating Epoch 381 valid]:
MRR: Tail : 0.50548, Head : 0.3588, Avg : 0.43214
2023-05-12 00:12:16,392 - wikidata12k_1n - [INFO] - [Epoch 381]: Training Loss: 0.00092689, Valid MRR: 0.44315,
2023-05-12 00:12:17,040 - wikidata12k_1n - [INFO] - [E:382| 0]: Train Loss:0.00094665, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:13:20,015 - wikidata12k_1n - [INFO] - [E:382| 100]: Train Loss:0.00092757, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:14:22,972 - wikidata12k_1n - [INFO] - [E:382| 200]: Train Loss:0.00092517, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:15:26,018 - wikidata12k_1n - [INFO] - [E:382| 300]: Train Loss:0.00092645, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:16:28,976 - wikidata12k_1n - [INFO] - [E:382| 400]: Train Loss:0.00092614, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:17:31,972 - wikidata12k_1n - [INFO] - [E:382| 500]: Train Loss:0.0009254, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:18:34,935 - wikidata12k_1n - [INFO] - [E:382| 600]: Train Loss:0.00092519, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:19:37,942 - wikidata12k_1n - [INFO] - [E:382| 700]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:20:40,928 - wikidata12k_1n - [INFO] - [E:382| 800]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:21:43,930 - wikidata12k_1n - [INFO] - [E:382| 900]: Train Loss:0.00092608, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:22:46,919 - wikidata12k_1n - [INFO] - [E:382| 1000]: Train Loss:0.00092621, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:23:49,984 - wikidata12k_1n - [INFO] - [E:382| 1100]: Train Loss:0.0009266, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:24:53,019 - wikidata12k_1n - [INFO] - [E:382| 1200]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:25:56,089 - wikidata12k_1n - [INFO] - [E:382| 1300]: Train Loss:0.00092662, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:26:59,112 - wikidata12k_1n - [INFO] - [E:382| 1400]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:28:02,122 - wikidata12k_1n - [INFO] - [E:382| 1500]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:29:05,115 - wikidata12k_1n - [INFO] - [E:382| 1600]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:29:46,268 - wikidata12k_1n - [INFO] - [Epoch:382]: Training Loss:0.0009265
2023-05-12 00:29:46,483 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 00:30:07,835 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 00:30:20,193 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 00:30:41,717 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 00:30:53,950 - wikidata12k_1n - [INFO] - [Evaluating Epoch 382 valid]:
MRR: Tail : 0.49926, Head : 0.36921, Avg : 0.43423
2023-05-12 00:30:53,950 - wikidata12k_1n - [INFO] - [Epoch 382]: Training Loss: 0.00092649, Valid MRR: 0.44315,
2023-05-12 00:30:54,595 - wikidata12k_1n - [INFO] - [E:383| 0]: Train Loss:0.00092281, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:31:57,625 - wikidata12k_1n - [INFO] - [E:383| 100]: Train Loss:0.00092848, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:33:00,645 - wikidata12k_1n - [INFO] - [E:383| 200]: Train Loss:0.00092969, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:34:03,625 - wikidata12k_1n - [INFO] - [E:383| 300]: Train Loss:0.00092875, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:35:06,558 - wikidata12k_1n - [INFO] - [E:383| 400]: Train Loss:0.00092787, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:36:09,505 - wikidata12k_1n - [INFO] - [E:383| 500]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:37:12,403 - wikidata12k_1n - [INFO] - [E:383| 600]: Train Loss:0.00092788, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:38:15,343 - wikidata12k_1n - [INFO] - [E:383| 700]: Train Loss:0.00092765, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:39:18,269 - wikidata12k_1n - [INFO] - [E:383| 800]: Train Loss:0.00092802, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:40:21,306 - wikidata12k_1n - [INFO] - [E:383| 900]: Train Loss:0.00092787, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:41:24,265 - wikidata12k_1n - [INFO] - [E:383| 1000]: Train Loss:0.00092746, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:42:27,273 - wikidata12k_1n - [INFO] - [E:383| 1100]: Train Loss:0.00092737, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:43:30,264 - wikidata12k_1n - [INFO] - [E:383| 1200]: Train Loss:0.0009272, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:44:33,300 - wikidata12k_1n - [INFO] - [E:383| 1300]: Train Loss:0.00092692, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:45:36,271 - wikidata12k_1n - [INFO] - [E:383| 1400]: Train Loss:0.00092677, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:46:39,151 - wikidata12k_1n - [INFO] - [E:383| 1500]: Train Loss:0.0009267, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:47:42,113 - wikidata12k_1n - [INFO] - [E:383| 1600]: Train Loss:0.00092662, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:48:23,364 - wikidata12k_1n - [INFO] - [Epoch:383]: Training Loss:0.0009266
2023-05-12 00:48:23,581 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 00:48:44,906 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 00:48:57,258 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 00:49:18,777 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 00:49:31,013 - wikidata12k_1n - [INFO] - [Evaluating Epoch 383 valid]:
MRR: Tail : 0.50929, Head : 0.3549, Avg : 0.43209
2023-05-12 00:49:31,013 - wikidata12k_1n - [INFO] - [Epoch 383]: Training Loss: 0.00092664, Valid MRR: 0.44315,
2023-05-12 00:49:31,662 - wikidata12k_1n - [INFO] - [E:384| 0]: Train Loss:0.0009319, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:50:34,687 - wikidata12k_1n - [INFO] - [E:384| 100]: Train Loss:0.00092633, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:51:37,773 - wikidata12k_1n - [INFO] - [E:384| 200]: Train Loss:0.00092886, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:52:40,926 - wikidata12k_1n - [INFO] - [E:384| 300]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:53:44,157 - wikidata12k_1n - [INFO] - [E:384| 400]: Train Loss:0.00092887, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:54:47,406 - wikidata12k_1n - [INFO] - [E:384| 500]: Train Loss:0.00092873, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:55:50,680 - wikidata12k_1n - [INFO] - [E:384| 600]: Train Loss:0.00092811, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:56:53,841 - wikidata12k_1n - [INFO] - [E:384| 700]: Train Loss:0.00092718, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:57:56,876 - wikidata12k_1n - [INFO] - [E:384| 800]: Train Loss:0.0009273, Val MRR:0.44315, wikidata12k_1n
2023-05-12 00:58:59,975 - wikidata12k_1n - [INFO] - [E:384| 900]: Train Loss:0.00092678, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:00:03,266 - wikidata12k_1n - [INFO] - [E:384| 1000]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:01:06,543 - wikidata12k_1n - [INFO] - [E:384| 1100]: Train Loss:0.00092671, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:02:09,696 - wikidata12k_1n - [INFO] - [E:384| 1200]: Train Loss:0.00092662, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:03:12,851 - wikidata12k_1n - [INFO] - [E:384| 1300]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:04:16,012 - wikidata12k_1n - [INFO] - [E:384| 1400]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:05:19,352 - wikidata12k_1n - [INFO] - [E:384| 1500]: Train Loss:0.00092696, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:06:22,484 - wikidata12k_1n - [INFO] - [E:384| 1600]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:07:03,776 - wikidata12k_1n - [INFO] - [Epoch:384]: Training Loss:0.0009268
2023-05-12 01:07:03,994 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 01:07:25,473 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 01:07:37,897 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 01:07:59,546 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 01:08:11,877 - wikidata12k_1n - [INFO] - [Evaluating Epoch 384 valid]:
MRR: Tail : 0.50573, Head : 0.36648, Avg : 0.4361
2023-05-12 01:08:11,877 - wikidata12k_1n - [INFO] - [Epoch 384]: Training Loss: 0.00092677, Valid MRR: 0.44315,
2023-05-12 01:08:12,525 - wikidata12k_1n - [INFO] - [E:385| 0]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:09:15,710 - wikidata12k_1n - [INFO] - [E:385| 100]: Train Loss:0.00092743, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:10:18,836 - wikidata12k_1n - [INFO] - [E:385| 200]: Train Loss:0.00092791, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:11:21,900 - wikidata12k_1n - [INFO] - [E:385| 300]: Train Loss:0.00092772, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:12:24,977 - wikidata12k_1n - [INFO] - [E:385| 400]: Train Loss:0.00092722, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:13:28,197 - wikidata12k_1n - [INFO] - [E:385| 500]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:14:31,608 - wikidata12k_1n - [INFO] - [E:385| 600]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:15:34,750 - wikidata12k_1n - [INFO] - [E:385| 700]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:16:37,899 - wikidata12k_1n - [INFO] - [E:385| 800]: Train Loss:0.00092681, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:17:41,012 - wikidata12k_1n - [INFO] - [E:385| 900]: Train Loss:0.00092697, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:18:44,186 - wikidata12k_1n - [INFO] - [E:385| 1000]: Train Loss:0.00092695, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:19:47,271 - wikidata12k_1n - [INFO] - [E:385| 1100]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:20:50,386 - wikidata12k_1n - [INFO] - [E:385| 1200]: Train Loss:0.00092681, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:21:53,621 - wikidata12k_1n - [INFO] - [E:385| 1300]: Train Loss:0.00092669, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:22:56,862 - wikidata12k_1n - [INFO] - [E:385| 1400]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:24:00,066 - wikidata12k_1n - [INFO] - [E:385| 1500]: Train Loss:0.00092662, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:25:03,204 - wikidata12k_1n - [INFO] - [E:385| 1600]: Train Loss:0.00092664, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:25:44,430 - wikidata12k_1n - [INFO] - [Epoch:385]: Training Loss:0.0009265
2023-05-12 01:25:44,648 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 01:26:06,131 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 01:26:18,558 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 01:26:40,209 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 01:26:52,517 - wikidata12k_1n - [INFO] - [Evaluating Epoch 385 valid]:
MRR: Tail : 0.50189, Head : 0.3253, Avg : 0.41359
2023-05-12 01:26:52,517 - wikidata12k_1n - [INFO] - [Epoch 385]: Training Loss: 0.0009265, Valid MRR: 0.44315,
2023-05-12 01:26:53,168 - wikidata12k_1n - [INFO] - [E:386| 0]: Train Loss:0.0009339, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:27:56,296 - wikidata12k_1n - [INFO] - [E:386| 100]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:28:59,373 - wikidata12k_1n - [INFO] - [E:386| 200]: Train Loss:0.00092894, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:30:02,558 - wikidata12k_1n - [INFO] - [E:386| 300]: Train Loss:0.00092783, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:31:05,821 - wikidata12k_1n - [INFO] - [E:386| 400]: Train Loss:0.00092689, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:32:08,887 - wikidata12k_1n - [INFO] - [E:386| 500]: Train Loss:0.00092628, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:33:12,037 - wikidata12k_1n - [INFO] - [E:386| 600]: Train Loss:0.00092586, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:34:15,241 - wikidata12k_1n - [INFO] - [E:386| 700]: Train Loss:0.00092609, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:35:18,521 - wikidata12k_1n - [INFO] - [E:386| 800]: Train Loss:0.00092641, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:36:21,661 - wikidata12k_1n - [INFO] - [E:386| 900]: Train Loss:0.00092646, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:37:24,839 - wikidata12k_1n - [INFO] - [E:386| 1000]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:38:28,038 - wikidata12k_1n - [INFO] - [E:386| 1100]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:39:31,436 - wikidata12k_1n - [INFO] - [E:386| 1200]: Train Loss:0.00092646, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:40:34,550 - wikidata12k_1n - [INFO] - [E:386| 1300]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:41:37,610 - wikidata12k_1n - [INFO] - [E:386| 1400]: Train Loss:0.00092679, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:42:40,769 - wikidata12k_1n - [INFO] - [E:386| 1500]: Train Loss:0.00092675, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:43:43,968 - wikidata12k_1n - [INFO] - [E:386| 1600]: Train Loss:0.00092677, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:44:25,207 - wikidata12k_1n - [INFO] - [Epoch:386]: Training Loss:0.0009266
2023-05-12 01:44:25,425 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 01:44:46,889 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 01:44:59,325 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 01:45:20,974 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 01:45:33,281 - wikidata12k_1n - [INFO] - [Evaluating Epoch 386 valid]:
MRR: Tail : 0.50604, Head : 0.36413, Avg : 0.43509
2023-05-12 01:45:33,282 - wikidata12k_1n - [INFO] - [Epoch 386]: Training Loss: 0.00092664, Valid MRR: 0.44315,
2023-05-12 01:45:33,929 - wikidata12k_1n - [INFO] - [E:387| 0]: Train Loss:0.00092344, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:46:37,062 - wikidata12k_1n - [INFO] - [E:387| 100]: Train Loss:0.00092578, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:47:40,371 - wikidata12k_1n - [INFO] - [E:387| 200]: Train Loss:0.00092471, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:48:43,607 - wikidata12k_1n - [INFO] - [E:387| 300]: Train Loss:0.00092524, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:49:46,775 - wikidata12k_1n - [INFO] - [E:387| 400]: Train Loss:0.00092633, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:50:49,976 - wikidata12k_1n - [INFO] - [E:387| 500]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:51:53,121 - wikidata12k_1n - [INFO] - [E:387| 600]: Train Loss:0.00092612, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:52:56,290 - wikidata12k_1n - [INFO] - [E:387| 700]: Train Loss:0.00092591, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:53:59,438 - wikidata12k_1n - [INFO] - [E:387| 800]: Train Loss:0.00092585, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:55:02,635 - wikidata12k_1n - [INFO] - [E:387| 900]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:56:05,901 - wikidata12k_1n - [INFO] - [E:387| 1000]: Train Loss:0.00092617, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:57:08,965 - wikidata12k_1n - [INFO] - [E:387| 1100]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:58:12,209 - wikidata12k_1n - [INFO] - [E:387| 1200]: Train Loss:0.00092611, Val MRR:0.44315, wikidata12k_1n
2023-05-12 01:59:15,346 - wikidata12k_1n - [INFO] - [E:387| 1300]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:00:18,646 - wikidata12k_1n - [INFO] - [E:387| 1400]: Train Loss:0.00092635, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:01:21,849 - wikidata12k_1n - [INFO] - [E:387| 1500]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:02:25,079 - wikidata12k_1n - [INFO] - [E:387| 1600]: Train Loss:0.00092624, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:03:06,337 - wikidata12k_1n - [INFO] - [Epoch:387]: Training Loss:0.0009264
2023-05-12 02:03:06,555 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 02:03:28,008 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 02:03:40,459 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 02:04:02,200 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 02:04:14,524 - wikidata12k_1n - [INFO] - [Evaluating Epoch 387 valid]:
MRR: Tail : 0.49717, Head : 0.3554, Avg : 0.42629
2023-05-12 02:04:14,525 - wikidata12k_1n - [INFO] - [Epoch 387]: Training Loss: 0.00092644, Valid MRR: 0.44315,
2023-05-12 02:04:15,173 - wikidata12k_1n - [INFO] - [E:388| 0]: Train Loss:0.00093119, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:05:18,321 - wikidata12k_1n - [INFO] - [E:388| 100]: Train Loss:0.00092702, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:06:21,368 - wikidata12k_1n - [INFO] - [E:388| 200]: Train Loss:0.00092692, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:07:24,547 - wikidata12k_1n - [INFO] - [E:388| 300]: Train Loss:0.00092561, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:08:27,673 - wikidata12k_1n - [INFO] - [E:388| 400]: Train Loss:0.00092608, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:09:30,817 - wikidata12k_1n - [INFO] - [E:388| 500]: Train Loss:0.00092586, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:10:33,985 - wikidata12k_1n - [INFO] - [E:388| 600]: Train Loss:0.00092613, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:11:37,171 - wikidata12k_1n - [INFO] - [E:388| 700]: Train Loss:0.0009263, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:12:40,393 - wikidata12k_1n - [INFO] - [E:388| 800]: Train Loss:0.00092635, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:13:43,505 - wikidata12k_1n - [INFO] - [E:388| 900]: Train Loss:0.00092657, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:14:46,665 - wikidata12k_1n - [INFO] - [E:388| 1000]: Train Loss:0.0009269, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:15:49,814 - wikidata12k_1n - [INFO] - [E:388| 1100]: Train Loss:0.00092685, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:16:52,927 - wikidata12k_1n - [INFO] - [E:388| 1200]: Train Loss:0.00092663, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:17:56,164 - wikidata12k_1n - [INFO] - [E:388| 1300]: Train Loss:0.00092654, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:18:59,355 - wikidata12k_1n - [INFO] - [E:388| 1400]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:20:02,482 - wikidata12k_1n - [INFO] - [E:388| 1500]: Train Loss:0.00092639, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:21:05,869 - wikidata12k_1n - [INFO] - [E:388| 1600]: Train Loss:0.0009263, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:21:47,145 - wikidata12k_1n - [INFO] - [Epoch:388]: Training Loss:0.0009263
2023-05-12 02:21:47,363 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 02:22:08,855 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 02:22:21,294 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 02:22:42,956 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 02:22:55,278 - wikidata12k_1n - [INFO] - [Evaluating Epoch 388 valid]:
MRR: Tail : 0.50305, Head : 0.37483, Avg : 0.43894
2023-05-12 02:22:55,278 - wikidata12k_1n - [INFO] - [Epoch 388]: Training Loss: 0.00092629, Valid MRR: 0.44315,
2023-05-12 02:22:55,927 - wikidata12k_1n - [INFO] - [E:389| 0]: Train Loss:0.00092246, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:23:59,067 - wikidata12k_1n - [INFO] - [E:389| 100]: Train Loss:0.00092956, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:25:02,160 - wikidata12k_1n - [INFO] - [E:389| 200]: Train Loss:0.00092849, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:26:05,313 - wikidata12k_1n - [INFO] - [E:389| 300]: Train Loss:0.00092827, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:27:08,373 - wikidata12k_1n - [INFO] - [E:389| 400]: Train Loss:0.00092736, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:28:11,522 - wikidata12k_1n - [INFO] - [E:389| 500]: Train Loss:0.00092814, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:29:14,744 - wikidata12k_1n - [INFO] - [E:389| 600]: Train Loss:0.00092751, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:30:17,912 - wikidata12k_1n - [INFO] - [E:389| 700]: Train Loss:0.00092758, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:31:21,206 - wikidata12k_1n - [INFO] - [E:389| 800]: Train Loss:0.00092736, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:32:24,418 - wikidata12k_1n - [INFO] - [E:389| 900]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:33:27,679 - wikidata12k_1n - [INFO] - [E:389| 1000]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:34:30,905 - wikidata12k_1n - [INFO] - [E:389| 1100]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:35:34,050 - wikidata12k_1n - [INFO] - [E:389| 1200]: Train Loss:0.00092691, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:36:37,181 - wikidata12k_1n - [INFO] - [E:389| 1300]: Train Loss:0.00092675, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:37:40,570 - wikidata12k_1n - [INFO] - [E:389| 1400]: Train Loss:0.00092667, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:38:43,582 - wikidata12k_1n - [INFO] - [E:389| 1500]: Train Loss:0.00092651, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:39:46,724 - wikidata12k_1n - [INFO] - [E:389| 1600]: Train Loss:0.00092636, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:40:28,006 - wikidata12k_1n - [INFO] - [Epoch:389]: Training Loss:0.0009265
2023-05-12 02:40:28,224 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 02:40:49,660 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 02:41:02,093 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 02:41:23,711 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 02:41:35,997 - wikidata12k_1n - [INFO] - [Evaluating Epoch 389 valid]:
MRR: Tail : 0.50695, Head : 0.35702, Avg : 0.43199
MR: Tail : 762.99, Head : 973.17, Avg : 868.08
Hit-1: Tail : 0.4232, Head : 0.25569, Avg : 0.33944
Hit-3: Tail : 0.55666, Head : 0.40974, Avg : 0.4832
Hit-10: Tail : 0.66018, Head : 0.55399, Avg : 0.60709
2023-05-12 02:41:35,997 - wikidata12k_1n - [INFO] - [Epoch 389]: Training Loss: 0.00092649, Valid MRR: 0.44315,
2023-05-12 02:41:36,644 - wikidata12k_1n - [INFO] - [E:390| 0]: Train Loss:0.00090309, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:42:39,670 - wikidata12k_1n - [INFO] - [E:390| 100]: Train Loss:0.00092355, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:43:42,706 - wikidata12k_1n - [INFO] - [E:390| 200]: Train Loss:0.00092457, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:44:45,788 - wikidata12k_1n - [INFO] - [E:390| 300]: Train Loss:0.00092682, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:45:48,897 - wikidata12k_1n - [INFO] - [E:390| 400]: Train Loss:0.00092677, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:46:51,996 - wikidata12k_1n - [INFO] - [E:390| 500]: Train Loss:0.00092657, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:47:55,391 - wikidata12k_1n - [INFO] - [E:390| 600]: Train Loss:0.00092597, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:48:58,460 - wikidata12k_1n - [INFO] - [E:390| 700]: Train Loss:0.00092609, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:50:01,479 - wikidata12k_1n - [INFO] - [E:390| 800]: Train Loss:0.00092661, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:51:04,522 - wikidata12k_1n - [INFO] - [E:390| 900]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:52:07,661 - wikidata12k_1n - [INFO] - [E:390| 1000]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:53:10,842 - wikidata12k_1n - [INFO] - [E:390| 1100]: Train Loss:0.00092621, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:54:14,006 - wikidata12k_1n - [INFO] - [E:390| 1200]: Train Loss:0.00092633, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:55:17,135 - wikidata12k_1n - [INFO] - [E:390| 1300]: Train Loss:0.00092622, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:56:20,243 - wikidata12k_1n - [INFO] - [E:390| 1400]: Train Loss:0.00092609, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:57:23,385 - wikidata12k_1n - [INFO] - [E:390| 1500]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:58:26,503 - wikidata12k_1n - [INFO] - [E:390| 1600]: Train Loss:0.00092602, Val MRR:0.44315, wikidata12k_1n
2023-05-12 02:59:07,757 - wikidata12k_1n - [INFO] - [Epoch:390]: Training Loss:0.0009262
2023-05-12 02:59:07,975 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 02:59:29,444 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 02:59:41,871 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 03:00:03,513 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 03:00:15,829 - wikidata12k_1n - [INFO] - [Evaluating Epoch 390 valid]:
MRR: Tail : 0.49895, Head : 0.37339, Avg : 0.43617
2023-05-12 03:00:15,829 - wikidata12k_1n - [INFO] - [Epoch 390]: Training Loss: 0.00092622, Valid MRR: 0.44315,
2023-05-12 03:00:16,478 - wikidata12k_1n - [INFO] - [E:391| 0]: Train Loss:0.00093049, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:01:19,661 - wikidata12k_1n - [INFO] - [E:391| 100]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:02:22,848 - wikidata12k_1n - [INFO] - [E:391| 200]: Train Loss:0.00092578, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:03:26,071 - wikidata12k_1n - [INFO] - [E:391| 300]: Train Loss:0.00092557, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:04:29,239 - wikidata12k_1n - [INFO] - [E:391| 400]: Train Loss:0.00092471, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:05:32,400 - wikidata12k_1n - [INFO] - [E:391| 500]: Train Loss:0.00092541, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:06:35,612 - wikidata12k_1n - [INFO] - [E:391| 600]: Train Loss:0.00092574, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:07:38,726 - wikidata12k_1n - [INFO] - [E:391| 700]: Train Loss:0.00092574, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:08:41,830 - wikidata12k_1n - [INFO] - [E:391| 800]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:09:44,911 - wikidata12k_1n - [INFO] - [E:391| 900]: Train Loss:0.00092605, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:10:48,129 - wikidata12k_1n - [INFO] - [E:391| 1000]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:11:51,471 - wikidata12k_1n - [INFO] - [E:391| 1100]: Train Loss:0.00092613, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:12:54,697 - wikidata12k_1n - [INFO] - [E:391| 1200]: Train Loss:0.00092607, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:13:57,955 - wikidata12k_1n - [INFO] - [E:391| 1300]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:15:01,129 - wikidata12k_1n - [INFO] - [E:391| 1400]: Train Loss:0.00092614, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:16:04,283 - wikidata12k_1n - [INFO] - [E:391| 1500]: Train Loss:0.00092617, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:17:07,477 - wikidata12k_1n - [INFO] - [E:391| 1600]: Train Loss:0.00092609, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:17:48,794 - wikidata12k_1n - [INFO] - [Epoch:391]: Training Loss:0.0009261
2023-05-12 03:17:49,011 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 03:18:10,504 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 03:18:22,935 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 03:18:44,581 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 03:18:56,916 - wikidata12k_1n - [INFO] - [Evaluating Epoch 391 valid]:
MRR: Tail : 0.50883, Head : 0.3575, Avg : 0.43317
2023-05-12 03:18:56,916 - wikidata12k_1n - [INFO] - [Epoch 391]: Training Loss: 0.00092609, Valid MRR: 0.44315,
2023-05-12 03:18:57,564 - wikidata12k_1n - [INFO] - [E:392| 0]: Train Loss:0.00091384, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:20:00,821 - wikidata12k_1n - [INFO] - [E:392| 100]: Train Loss:0.00092771, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:21:04,063 - wikidata12k_1n - [INFO] - [E:392| 200]: Train Loss:0.00092718, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:22:07,220 - wikidata12k_1n - [INFO] - [E:392| 300]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:23:10,503 - wikidata12k_1n - [INFO] - [E:392| 400]: Train Loss:0.00092575, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:24:13,721 - wikidata12k_1n - [INFO] - [E:392| 500]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:25:16,900 - wikidata12k_1n - [INFO] - [E:392| 600]: Train Loss:0.00092639, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:26:20,121 - wikidata12k_1n - [INFO] - [E:392| 700]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:27:23,372 - wikidata12k_1n - [INFO] - [E:392| 800]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:28:26,603 - wikidata12k_1n - [INFO] - [E:392| 900]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:29:29,803 - wikidata12k_1n - [INFO] - [E:392| 1000]: Train Loss:0.00092652, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:30:32,982 - wikidata12k_1n - [INFO] - [E:392| 1100]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:31:36,244 - wikidata12k_1n - [INFO] - [E:392| 1200]: Train Loss:0.00092622, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:32:39,390 - wikidata12k_1n - [INFO] - [E:392| 1300]: Train Loss:0.00092629, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:33:42,599 - wikidata12k_1n - [INFO] - [E:392| 1400]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:34:45,742 - wikidata12k_1n - [INFO] - [E:392| 1500]: Train Loss:0.00092595, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:35:48,935 - wikidata12k_1n - [INFO] - [E:392| 1600]: Train Loss:0.00092592, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:36:30,321 - wikidata12k_1n - [INFO] - [Epoch:392]: Training Loss:0.0009261
2023-05-12 03:36:30,539 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 03:36:51,996 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 03:37:04,433 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 03:37:26,064 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 03:37:38,368 - wikidata12k_1n - [INFO] - [Evaluating Epoch 392 valid]:
MRR: Tail : 0.51028, Head : 0.36807, Avg : 0.43917
2023-05-12 03:37:38,368 - wikidata12k_1n - [INFO] - [Epoch 392]: Training Loss: 0.00092614, Valid MRR: 0.44315,
2023-05-12 03:37:39,015 - wikidata12k_1n - [INFO] - [E:393| 0]: Train Loss:0.00094638, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:38:42,176 - wikidata12k_1n - [INFO] - [E:393| 100]: Train Loss:0.00092945, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:39:45,300 - wikidata12k_1n - [INFO] - [E:393| 200]: Train Loss:0.0009247, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:40:48,436 - wikidata12k_1n - [INFO] - [E:393| 300]: Train Loss:0.00092509, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:41:51,590 - wikidata12k_1n - [INFO] - [E:393| 400]: Train Loss:0.00092564, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:42:54,782 - wikidata12k_1n - [INFO] - [E:393| 500]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:43:57,960 - wikidata12k_1n - [INFO] - [E:393| 600]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:45:01,281 - wikidata12k_1n - [INFO] - [E:393| 700]: Train Loss:0.00092603, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:46:04,444 - wikidata12k_1n - [INFO] - [E:393| 800]: Train Loss:0.00092607, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:47:07,620 - wikidata12k_1n - [INFO] - [E:393| 900]: Train Loss:0.00092624, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:48:10,757 - wikidata12k_1n - [INFO] - [E:393| 1000]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:49:13,887 - wikidata12k_1n - [INFO] - [E:393| 1100]: Train Loss:0.00092651, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:50:17,034 - wikidata12k_1n - [INFO] - [E:393| 1200]: Train Loss:0.00092626, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:51:20,091 - wikidata12k_1n - [INFO] - [E:393| 1300]: Train Loss:0.00092631, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:52:23,310 - wikidata12k_1n - [INFO] - [E:393| 1400]: Train Loss:0.00092621, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:53:26,607 - wikidata12k_1n - [INFO] - [E:393| 1500]: Train Loss:0.00092619, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:54:29,741 - wikidata12k_1n - [INFO] - [E:393| 1600]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:55:10,999 - wikidata12k_1n - [INFO] - [Epoch:393]: Training Loss:0.0009262
2023-05-12 03:55:11,217 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 03:55:32,682 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 03:55:45,114 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 03:56:06,772 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 03:56:19,079 - wikidata12k_1n - [INFO] - [Evaluating Epoch 393 valid]:
MRR: Tail : 0.50967, Head : 0.36925, Avg : 0.43946
2023-05-12 03:56:19,079 - wikidata12k_1n - [INFO] - [Epoch 393]: Training Loss: 0.00092625, Valid MRR: 0.44315,
2023-05-12 03:56:19,725 - wikidata12k_1n - [INFO] - [E:394| 0]: Train Loss:0.00093007, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:57:22,792 - wikidata12k_1n - [INFO] - [E:394| 100]: Train Loss:0.00092883, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:58:25,838 - wikidata12k_1n - [INFO] - [E:394| 200]: Train Loss:0.0009261, Val MRR:0.44315, wikidata12k_1n
2023-05-12 03:59:28,860 - wikidata12k_1n - [INFO] - [E:394| 300]: Train Loss:0.00092539, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:00:31,892 - wikidata12k_1n - [INFO] - [E:394| 400]: Train Loss:0.00092562, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:01:35,095 - wikidata12k_1n - [INFO] - [E:394| 500]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:02:38,129 - wikidata12k_1n - [INFO] - [E:394| 600]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:03:41,225 - wikidata12k_1n - [INFO] - [E:394| 700]: Train Loss:0.00092642, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:04:44,448 - wikidata12k_1n - [INFO] - [E:394| 800]: Train Loss:0.00092669, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:05:47,565 - wikidata12k_1n - [INFO] - [E:394| 900]: Train Loss:0.00092631, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:06:50,642 - wikidata12k_1n - [INFO] - [E:394| 1000]: Train Loss:0.00092606, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:07:53,825 - wikidata12k_1n - [INFO] - [E:394| 1100]: Train Loss:0.00092608, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:08:56,983 - wikidata12k_1n - [INFO] - [E:394| 1200]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:10:00,295 - wikidata12k_1n - [INFO] - [E:394| 1300]: Train Loss:0.00092568, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:11:03,347 - wikidata12k_1n - [INFO] - [E:394| 1400]: Train Loss:0.00092582, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:12:06,518 - wikidata12k_1n - [INFO] - [E:394| 1500]: Train Loss:0.00092567, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:13:09,609 - wikidata12k_1n - [INFO] - [E:394| 1600]: Train Loss:0.00092583, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:13:50,818 - wikidata12k_1n - [INFO] - [Epoch:394]: Training Loss:0.000926
2023-05-12 04:13:51,035 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 04:14:12,478 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 04:14:24,886 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 04:14:46,502 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 04:14:58,802 - wikidata12k_1n - [INFO] - [Evaluating Epoch 394 valid]:
MRR: Tail : 0.5114, Head : 0.36585, Avg : 0.43862
2023-05-12 04:14:58,802 - wikidata12k_1n - [INFO] - [Epoch 394]: Training Loss: 0.00092603, Valid MRR: 0.44315,
2023-05-12 04:14:59,450 - wikidata12k_1n - [INFO] - [E:395| 0]: Train Loss:0.00091322, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:16:02,491 - wikidata12k_1n - [INFO] - [E:395| 100]: Train Loss:0.00092548, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:17:05,499 - wikidata12k_1n - [INFO] - [E:395| 200]: Train Loss:0.00092425, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:18:08,716 - wikidata12k_1n - [INFO] - [E:395| 300]: Train Loss:0.00092436, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:19:11,855 - wikidata12k_1n - [INFO] - [E:395| 400]: Train Loss:0.00092401, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:20:15,146 - wikidata12k_1n - [INFO] - [E:395| 500]: Train Loss:0.00092497, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:21:18,292 - wikidata12k_1n - [INFO] - [E:395| 600]: Train Loss:0.00092537, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:22:21,410 - wikidata12k_1n - [INFO] - [E:395| 700]: Train Loss:0.00092582, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:23:24,465 - wikidata12k_1n - [INFO] - [E:395| 800]: Train Loss:0.00092576, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:24:27,613 - wikidata12k_1n - [INFO] - [E:395| 900]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:25:30,712 - wikidata12k_1n - [INFO] - [E:395| 1000]: Train Loss:0.00092584, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:26:33,917 - wikidata12k_1n - [INFO] - [E:395| 1100]: Train Loss:0.00092565, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:27:36,979 - wikidata12k_1n - [INFO] - [E:395| 1200]: Train Loss:0.00092557, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:28:40,125 - wikidata12k_1n - [INFO] - [E:395| 1300]: Train Loss:0.00092557, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:29:43,273 - wikidata12k_1n - [INFO] - [E:395| 1400]: Train Loss:0.00092549, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:30:46,378 - wikidata12k_1n - [INFO] - [E:395| 1500]: Train Loss:0.00092552, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:31:49,486 - wikidata12k_1n - [INFO] - [E:395| 1600]: Train Loss:0.0009258, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:32:30,750 - wikidata12k_1n - [INFO] - [Epoch:395]: Training Loss:0.0009259
2023-05-12 04:32:30,967 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 04:32:52,413 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 04:33:04,831 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 04:33:26,443 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 04:33:38,736 - wikidata12k_1n - [INFO] - [Evaluating Epoch 395 valid]:
MRR: Tail : 0.50767, Head : 0.36134, Avg : 0.4345
2023-05-12 04:33:38,737 - wikidata12k_1n - [INFO] - [Epoch 395]: Training Loss: 0.00092594, Valid MRR: 0.44315,
2023-05-12 04:33:39,382 - wikidata12k_1n - [INFO] - [E:396| 0]: Train Loss:0.0009189, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:34:42,543 - wikidata12k_1n - [INFO] - [E:396| 100]: Train Loss:0.00092471, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:35:45,687 - wikidata12k_1n - [INFO] - [E:396| 200]: Train Loss:0.0009269, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:36:48,794 - wikidata12k_1n - [INFO] - [E:396| 300]: Train Loss:0.00092641, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:37:51,947 - wikidata12k_1n - [INFO] - [E:396| 400]: Train Loss:0.00092596, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:38:55,089 - wikidata12k_1n - [INFO] - [E:396| 500]: Train Loss:0.00092612, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:39:58,090 - wikidata12k_1n - [INFO] - [E:396| 600]: Train Loss:0.00092603, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:41:01,121 - wikidata12k_1n - [INFO] - [E:396| 700]: Train Loss:0.00092625, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:42:04,158 - wikidata12k_1n - [INFO] - [E:396| 800]: Train Loss:0.00092597, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:43:07,289 - wikidata12k_1n - [INFO] - [E:396| 900]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:44:10,374 - wikidata12k_1n - [INFO] - [E:396| 1000]: Train Loss:0.00092605, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:45:13,505 - wikidata12k_1n - [INFO] - [E:396| 1100]: Train Loss:0.00092591, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:46:16,579 - wikidata12k_1n - [INFO] - [E:396| 1200]: Train Loss:0.00092577, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:47:19,678 - wikidata12k_1n - [INFO] - [E:396| 1300]: Train Loss:0.00092614, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:48:22,706 - wikidata12k_1n - [INFO] - [E:396| 1400]: Train Loss:0.00092631, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:49:25,814 - wikidata12k_1n - [INFO] - [E:396| 1500]: Train Loss:0.00092629, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:50:28,896 - wikidata12k_1n - [INFO] - [E:396| 1600]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:51:10,085 - wikidata12k_1n - [INFO] - [Epoch:396]: Training Loss:0.0009262
2023-05-12 04:51:10,302 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 04:51:31,815 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 04:51:44,250 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 04:52:05,905 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 04:52:18,214 - wikidata12k_1n - [INFO] - [Evaluating Epoch 396 valid]:
MRR: Tail : 0.50099, Head : 0.34112, Avg : 0.42105
2023-05-12 04:52:18,214 - wikidata12k_1n - [INFO] - [Epoch 396]: Training Loss: 0.00092622, Valid MRR: 0.44315,
2023-05-12 04:52:18,863 - wikidata12k_1n - [INFO] - [E:397| 0]: Train Loss:0.00094003, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:53:22,019 - wikidata12k_1n - [INFO] - [E:397| 100]: Train Loss:0.00092562, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:54:25,176 - wikidata12k_1n - [INFO] - [E:397| 200]: Train Loss:0.00092645, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:55:28,309 - wikidata12k_1n - [INFO] - [E:397| 300]: Train Loss:0.00092686, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:56:31,474 - wikidata12k_1n - [INFO] - [E:397| 400]: Train Loss:0.00092708, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:57:34,675 - wikidata12k_1n - [INFO] - [E:397| 500]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:58:37,845 - wikidata12k_1n - [INFO] - [E:397| 600]: Train Loss:0.00092702, Val MRR:0.44315, wikidata12k_1n
2023-05-12 04:59:41,056 - wikidata12k_1n - [INFO] - [E:397| 700]: Train Loss:0.00092678, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:00:44,188 - wikidata12k_1n - [INFO] - [E:397| 800]: Train Loss:0.00092667, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:01:47,334 - wikidata12k_1n - [INFO] - [E:397| 900]: Train Loss:0.00092669, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:02:50,436 - wikidata12k_1n - [INFO] - [E:397| 1000]: Train Loss:0.00092677, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:03:53,554 - wikidata12k_1n - [INFO] - [E:397| 1100]: Train Loss:0.00092671, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:04:56,586 - wikidata12k_1n - [INFO] - [E:397| 1200]: Train Loss:0.00092663, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:05:59,687 - wikidata12k_1n - [INFO] - [E:397| 1300]: Train Loss:0.00092634, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:07:02,810 - wikidata12k_1n - [INFO] - [E:397| 1400]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:08:05,845 - wikidata12k_1n - [INFO] - [E:397| 1500]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:09:09,192 - wikidata12k_1n - [INFO] - [E:397| 1600]: Train Loss:0.00092603, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:09:50,398 - wikidata12k_1n - [INFO] - [Epoch:397]: Training Loss:0.0009261
2023-05-12 05:09:50,617 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 05:10:12,053 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 05:10:24,461 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 05:10:46,068 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 05:10:58,365 - wikidata12k_1n - [INFO] - [Evaluating Epoch 397 valid]:
MRR: Tail : 0.50152, Head : 0.36467, Avg : 0.43309
2023-05-12 05:10:58,365 - wikidata12k_1n - [INFO] - [Epoch 397]: Training Loss: 0.00092612, Valid MRR: 0.44315,
2023-05-12 05:10:59,013 - wikidata12k_1n - [INFO] - [E:398| 0]: Train Loss:0.00094511, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:12:02,064 - wikidata12k_1n - [INFO] - [E:398| 100]: Train Loss:0.00092862, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:13:05,272 - wikidata12k_1n - [INFO] - [E:398| 200]: Train Loss:0.00092709, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:14:08,375 - wikidata12k_1n - [INFO] - [E:398| 300]: Train Loss:0.00092682, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:15:11,450 - wikidata12k_1n - [INFO] - [E:398| 400]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:16:14,470 - wikidata12k_1n - [INFO] - [E:398| 500]: Train Loss:0.00092645, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:17:17,709 - wikidata12k_1n - [INFO] - [E:398| 600]: Train Loss:0.00092585, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:18:20,865 - wikidata12k_1n - [INFO] - [E:398| 700]: Train Loss:0.00092552, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:19:23,991 - wikidata12k_1n - [INFO] - [E:398| 800]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:20:27,165 - wikidata12k_1n - [INFO] - [E:398| 900]: Train Loss:0.00092543, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:21:30,293 - wikidata12k_1n - [INFO] - [E:398| 1000]: Train Loss:0.00092544, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:22:33,350 - wikidata12k_1n - [INFO] - [E:398| 1100]: Train Loss:0.00092553, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:23:36,396 - wikidata12k_1n - [INFO] - [E:398| 1200]: Train Loss:0.00092546, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:24:39,579 - wikidata12k_1n - [INFO] - [E:398| 1300]: Train Loss:0.00092568, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:25:42,798 - wikidata12k_1n - [INFO] - [E:398| 1400]: Train Loss:0.00092611, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:26:45,924 - wikidata12k_1n - [INFO] - [E:398| 1500]: Train Loss:0.00092597, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:27:49,029 - wikidata12k_1n - [INFO] - [E:398| 1600]: Train Loss:0.00092592, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:28:30,260 - wikidata12k_1n - [INFO] - [Epoch:398]: Training Loss:0.000926
2023-05-12 05:28:30,477 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 05:28:51,919 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 05:29:04,334 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 05:29:25,944 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 05:29:38,232 - wikidata12k_1n - [INFO] - [Evaluating Epoch 398 valid]:
MRR: Tail : 0.49692, Head : 0.34375, Avg : 0.42033
2023-05-12 05:29:38,232 - wikidata12k_1n - [INFO] - [Epoch 398]: Training Loss: 0.00092598, Valid MRR: 0.44315,
2023-05-12 05:29:38,878 - wikidata12k_1n - [INFO] - [E:399| 0]: Train Loss:0.0011361, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:30:41,978 - wikidata12k_1n - [INFO] - [E:399| 100]: Train Loss:0.00092422, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:31:45,023 - wikidata12k_1n - [INFO] - [E:399| 200]: Train Loss:0.00092544, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:32:48,059 - wikidata12k_1n - [INFO] - [E:399| 300]: Train Loss:0.00092639, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:33:51,238 - wikidata12k_1n - [INFO] - [E:399| 400]: Train Loss:0.00092593, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:34:54,270 - wikidata12k_1n - [INFO] - [E:399| 500]: Train Loss:0.00092632, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:35:57,288 - wikidata12k_1n - [INFO] - [E:399| 600]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:37:00,456 - wikidata12k_1n - [INFO] - [E:399| 700]: Train Loss:0.00092663, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:38:03,574 - wikidata12k_1n - [INFO] - [E:399| 800]: Train Loss:0.00092649, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:39:06,667 - wikidata12k_1n - [INFO] - [E:399| 900]: Train Loss:0.00092624, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:40:09,691 - wikidata12k_1n - [INFO] - [E:399| 1000]: Train Loss:0.00092635, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:41:12,698 - wikidata12k_1n - [INFO] - [E:399| 1100]: Train Loss:0.00092624, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:42:15,922 - wikidata12k_1n - [INFO] - [E:399| 1200]: Train Loss:0.00092631, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:43:19,088 - wikidata12k_1n - [INFO] - [E:399| 1300]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:44:22,178 - wikidata12k_1n - [INFO] - [E:399| 1400]: Train Loss:0.00092618, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:45:25,229 - wikidata12k_1n - [INFO] - [E:399| 1500]: Train Loss:0.00092611, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:46:28,270 - wikidata12k_1n - [INFO] - [E:399| 1600]: Train Loss:0.000926, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:47:09,491 - wikidata12k_1n - [INFO] - [Epoch:399]: Training Loss:0.0009259
2023-05-12 05:47:09,709 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 05:47:31,121 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 05:47:43,524 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 05:48:05,126 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 05:48:17,398 - wikidata12k_1n - [INFO] - [Evaluating Epoch 399 valid]:
MRR: Tail : 0.51016, Head : 0.34121, Avg : 0.42569
MR: Tail : 790.64, Head : 995.2, Avg : 892.92
Hit-1: Tail : 0.42745, Head : 0.2359, Avg : 0.33168
Hit-3: Tail : 0.55834, Head : 0.39291, Avg : 0.47563
Hit-10: Tail : 0.66424, Head : 0.54884, Avg : 0.60654
2023-05-12 05:48:17,399 - wikidata12k_1n - [INFO] - [Epoch 399]: Training Loss: 0.00092594, Valid MRR: 0.44315,
2023-05-12 05:48:18,043 - wikidata12k_1n - [INFO] - [E:400| 0]: Train Loss:0.00090838, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:49:21,116 - wikidata12k_1n - [INFO] - [E:400| 100]: Train Loss:0.00092819, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:50:24,281 - wikidata12k_1n - [INFO] - [E:400| 200]: Train Loss:0.00092644, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:51:27,398 - wikidata12k_1n - [INFO] - [E:400| 300]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:52:30,544 - wikidata12k_1n - [INFO] - [E:400| 400]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:53:33,578 - wikidata12k_1n - [INFO] - [E:400| 500]: Train Loss:0.00092583, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:54:36,607 - wikidata12k_1n - [INFO] - [E:400| 600]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:55:39,592 - wikidata12k_1n - [INFO] - [E:400| 700]: Train Loss:0.0009257, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:56:42,625 - wikidata12k_1n - [INFO] - [E:400| 800]: Train Loss:0.00092531, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:57:45,734 - wikidata12k_1n - [INFO] - [E:400| 900]: Train Loss:0.0009255, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:58:48,950 - wikidata12k_1n - [INFO] - [E:400| 1000]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n
2023-05-12 05:59:51,996 - wikidata12k_1n - [INFO] - [E:400| 1100]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:00:55,078 - wikidata12k_1n - [INFO] - [E:400| 1200]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:01:58,169 - wikidata12k_1n - [INFO] - [E:400| 1300]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:03:01,282 - wikidata12k_1n - [INFO] - [E:400| 1400]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:04:04,293 - wikidata12k_1n - [INFO] - [E:400| 1500]: Train Loss:0.00092601, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:05:07,362 - wikidata12k_1n - [INFO] - [E:400| 1600]: Train Loss:0.00092578, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:05:48,562 - wikidata12k_1n - [INFO] - [Epoch:400]: Training Loss:0.0009259
2023-05-12 06:05:48,780 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 06:06:10,196 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 06:06:22,590 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 06:06:44,253 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 06:06:56,567 - wikidata12k_1n - [INFO] - [Evaluating Epoch 400 valid]:
MRR: Tail : 0.51073, Head : 0.3674, Avg : 0.43907
2023-05-12 06:06:56,568 - wikidata12k_1n - [INFO] - [Epoch 400]: Training Loss: 0.00092586, Valid MRR: 0.44315,
2023-05-12 06:06:57,213 - wikidata12k_1n - [INFO] - [E:401| 0]: Train Loss:0.00092715, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:08:00,262 - wikidata12k_1n - [INFO] - [E:401| 100]: Train Loss:0.00092806, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:09:03,236 - wikidata12k_1n - [INFO] - [E:401| 200]: Train Loss:0.00092676, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:10:06,226 - wikidata12k_1n - [INFO] - [E:401| 300]: Train Loss:0.00092625, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:11:09,204 - wikidata12k_1n - [INFO] - [E:401| 400]: Train Loss:0.00092624, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:12:12,188 - wikidata12k_1n - [INFO] - [E:401| 500]: Train Loss:0.00092656, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:13:15,192 - wikidata12k_1n - [INFO] - [E:401| 600]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:14:18,287 - wikidata12k_1n - [INFO] - [E:401| 700]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:15:21,448 - wikidata12k_1n - [INFO] - [E:401| 800]: Train Loss:0.00092658, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:16:24,531 - wikidata12k_1n - [INFO] - [E:401| 900]: Train Loss:0.00092644, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:17:27,627 - wikidata12k_1n - [INFO] - [E:401| 1000]: Train Loss:0.0009264, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:18:30,654 - wikidata12k_1n - [INFO] - [E:401| 1100]: Train Loss:0.00092616, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:19:33,750 - wikidata12k_1n - [INFO] - [E:401| 1200]: Train Loss:0.00092632, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:20:36,824 - wikidata12k_1n - [INFO] - [E:401| 1300]: Train Loss:0.00092603, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:21:39,900 - wikidata12k_1n - [INFO] - [E:401| 1400]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:22:42,921 - wikidata12k_1n - [INFO] - [E:401| 1500]: Train Loss:0.00092595, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:23:46,085 - wikidata12k_1n - [INFO] - [E:401| 1600]: Train Loss:0.00092594, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:24:27,271 - wikidata12k_1n - [INFO] - [Epoch:401]: Training Loss:0.0009258
2023-05-12 06:24:27,489 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 06:24:48,931 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 06:25:01,353 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 06:25:22,953 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 06:25:35,234 - wikidata12k_1n - [INFO] - [Evaluating Epoch 401 valid]:
MRR: Tail : 0.50515, Head : 0.3612, Avg : 0.43317
2023-05-12 06:25:35,234 - wikidata12k_1n - [INFO] - [Epoch 401]: Training Loss: 0.00092584, Valid MRR: 0.44315,
2023-05-12 06:25:35,882 - wikidata12k_1n - [INFO] - [E:402| 0]: Train Loss:0.00090979, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:26:38,952 - wikidata12k_1n - [INFO] - [E:402| 100]: Train Loss:0.00093066, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:27:42,024 - wikidata12k_1n - [INFO] - [E:402| 200]: Train Loss:0.00092765, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:28:45,091 - wikidata12k_1n - [INFO] - [E:402| 300]: Train Loss:0.00092738, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:29:48,172 - wikidata12k_1n - [INFO] - [E:402| 400]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:30:51,220 - wikidata12k_1n - [INFO] - [E:402| 500]: Train Loss:0.00092643, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:31:54,354 - wikidata12k_1n - [INFO] - [E:402| 600]: Train Loss:0.00092671, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:32:57,438 - wikidata12k_1n - [INFO] - [E:402| 700]: Train Loss:0.0009263, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:34:00,512 - wikidata12k_1n - [INFO] - [E:402| 800]: Train Loss:0.00092625, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:35:03,527 - wikidata12k_1n - [INFO] - [E:402| 900]: Train Loss:0.00092596, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:36:06,544 - wikidata12k_1n - [INFO] - [E:402| 1000]: Train Loss:0.00092581, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:37:09,546 - wikidata12k_1n - [INFO] - [E:402| 1100]: Train Loss:0.00092595, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:38:12,518 - wikidata12k_1n - [INFO] - [E:402| 1200]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:39:15,516 - wikidata12k_1n - [INFO] - [E:402| 1300]: Train Loss:0.00092577, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:40:18,566 - wikidata12k_1n - [INFO] - [E:402| 1400]: Train Loss:0.00092579, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:41:21,594 - wikidata12k_1n - [INFO] - [E:402| 1500]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:42:24,598 - wikidata12k_1n - [INFO] - [E:402| 1600]: Train Loss:0.00092591, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:43:05,760 - wikidata12k_1n - [INFO] - [Epoch:402]: Training Loss:0.0009258
2023-05-12 06:43:05,978 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 06:43:27,332 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 06:43:39,707 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 06:44:01,258 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 06:44:13,513 - wikidata12k_1n - [INFO] - [Evaluating Epoch 402 valid]:
MRR: Tail : 0.51267, Head : 0.36001, Avg : 0.43634
2023-05-12 06:44:13,513 - wikidata12k_1n - [INFO] - [Epoch 402]: Training Loss: 0.00092575, Valid MRR: 0.44315,
2023-05-12 06:44:14,160 - wikidata12k_1n - [INFO] - [E:403| 0]: Train Loss:0.00090879, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:45:17,150 - wikidata12k_1n - [INFO] - [E:403| 100]: Train Loss:0.00092747, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:46:20,131 - wikidata12k_1n - [INFO] - [E:403| 200]: Train Loss:0.0009257, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:47:23,105 - wikidata12k_1n - [INFO] - [E:403| 300]: Train Loss:0.00092507, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:48:26,105 - wikidata12k_1n - [INFO] - [E:403| 400]: Train Loss:0.00092522, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:49:29,178 - wikidata12k_1n - [INFO] - [E:403| 500]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:50:32,201 - wikidata12k_1n - [INFO] - [E:403| 600]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:51:35,170 - wikidata12k_1n - [INFO] - [E:403| 700]: Train Loss:0.00092583, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:52:38,151 - wikidata12k_1n - [INFO] - [E:403| 800]: Train Loss:0.00092555, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:53:41,166 - wikidata12k_1n - [INFO] - [E:403| 900]: Train Loss:0.00092549, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:54:44,167 - wikidata12k_1n - [INFO] - [E:403| 1000]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:55:47,148 - wikidata12k_1n - [INFO] - [E:403| 1100]: Train Loss:0.00092596, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:56:50,229 - wikidata12k_1n - [INFO] - [E:403| 1200]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:57:53,346 - wikidata12k_1n - [INFO] - [E:403| 1300]: Train Loss:0.00092584, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:58:56,366 - wikidata12k_1n - [INFO] - [E:403| 1400]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n
2023-05-12 06:59:59,392 - wikidata12k_1n - [INFO] - [E:403| 1500]: Train Loss:0.00092585, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:01:02,376 - wikidata12k_1n - [INFO] - [E:403| 1600]: Train Loss:0.00092586, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:01:43,507 - wikidata12k_1n - [INFO] - [Epoch:403]: Training Loss:0.0009258
2023-05-12 07:01:43,725 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 07:02:05,097 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 07:02:17,467 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 07:02:39,017 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 07:02:51,282 - wikidata12k_1n - [INFO] - [Evaluating Epoch 403 valid]:
MRR: Tail : 0.51234, Head : 0.37022, Avg : 0.44128
2023-05-12 07:02:51,283 - wikidata12k_1n - [INFO] - [Epoch 403]: Training Loss: 0.00092581, Valid MRR: 0.44315,
2023-05-12 07:02:51,929 - wikidata12k_1n - [INFO] - [E:404| 0]: Train Loss:0.00090911, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:03:54,880 - wikidata12k_1n - [INFO] - [E:404| 100]: Train Loss:0.00092669, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:04:57,856 - wikidata12k_1n - [INFO] - [E:404| 200]: Train Loss:0.00092536, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:06:00,966 - wikidata12k_1n - [INFO] - [E:404| 300]: Train Loss:0.00092497, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:07:03,961 - wikidata12k_1n - [INFO] - [E:404| 400]: Train Loss:0.00092489, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:08:06,971 - wikidata12k_1n - [INFO] - [E:404| 500]: Train Loss:0.00092505, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:09:09,966 - wikidata12k_1n - [INFO] - [E:404| 600]: Train Loss:0.00092502, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:10:12,955 - wikidata12k_1n - [INFO] - [E:404| 700]: Train Loss:0.00092498, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:11:15,945 - wikidata12k_1n - [INFO] - [E:404| 800]: Train Loss:0.00092533, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:12:18,982 - wikidata12k_1n - [INFO] - [E:404| 900]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:13:22,007 - wikidata12k_1n - [INFO] - [E:404| 1000]: Train Loss:0.00092546, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:14:25,042 - wikidata12k_1n - [INFO] - [E:404| 1100]: Train Loss:0.00092556, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:15:27,976 - wikidata12k_1n - [INFO] - [E:404| 1200]: Train Loss:0.00092561, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:16:30,956 - wikidata12k_1n - [INFO] - [E:404| 1300]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:17:33,959 - wikidata12k_1n - [INFO] - [E:404| 1400]: Train Loss:0.00092577, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:18:36,896 - wikidata12k_1n - [INFO] - [E:404| 1500]: Train Loss:0.00092608, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:19:39,861 - wikidata12k_1n - [INFO] - [E:404| 1600]: Train Loss:0.00092598, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:20:20,981 - wikidata12k_1n - [INFO] - [Epoch:404]: Training Loss:0.0009259
2023-05-12 07:20:21,198 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 07:20:42,525 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 07:20:54,878 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 07:21:16,373 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 07:21:28,600 - wikidata12k_1n - [INFO] - [Evaluating Epoch 404 valid]:
MRR: Tail : 0.51245, Head : 0.32373, Avg : 0.41809
2023-05-12 07:21:28,600 - wikidata12k_1n - [INFO] - [Epoch 404]: Training Loss: 0.00092594, Valid MRR: 0.44315,
2023-05-12 07:21:29,244 - wikidata12k_1n - [INFO] - [E:405| 0]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:22:32,278 - wikidata12k_1n - [INFO] - [E:405| 100]: Train Loss:0.00092584, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:23:35,163 - wikidata12k_1n - [INFO] - [E:405| 200]: Train Loss:0.00092546, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:24:38,160 - wikidata12k_1n - [INFO] - [E:405| 300]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:25:41,168 - wikidata12k_1n - [INFO] - [E:405| 400]: Train Loss:0.00092674, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:26:44,095 - wikidata12k_1n - [INFO] - [E:405| 500]: Train Loss:0.00092602, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:27:47,091 - wikidata12k_1n - [INFO] - [E:405| 600]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:28:50,007 - wikidata12k_1n - [INFO] - [E:405| 700]: Train Loss:0.00092603, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:29:52,891 - wikidata12k_1n - [INFO] - [E:405| 800]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:30:55,898 - wikidata12k_1n - [INFO] - [E:405| 900]: Train Loss:0.00092539, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:31:58,868 - wikidata12k_1n - [INFO] - [E:405| 1000]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:33:01,844 - wikidata12k_1n - [INFO] - [E:405| 1100]: Train Loss:0.00092592, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:34:04,808 - wikidata12k_1n - [INFO] - [E:405| 1200]: Train Loss:0.00092561, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:35:07,796 - wikidata12k_1n - [INFO] - [E:405| 1300]: Train Loss:0.00092555, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:36:10,768 - wikidata12k_1n - [INFO] - [E:405| 1400]: Train Loss:0.00092568, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:37:13,715 - wikidata12k_1n - [INFO] - [E:405| 1500]: Train Loss:0.00092572, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:38:16,698 - wikidata12k_1n - [INFO] - [E:405| 1600]: Train Loss:0.00092578, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:38:57,989 - wikidata12k_1n - [INFO] - [Epoch:405]: Training Loss:0.0009257
2023-05-12 07:38:58,207 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 07:39:19,526 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 07:39:31,869 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 07:39:53,388 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 07:40:05,609 - wikidata12k_1n - [INFO] - [Evaluating Epoch 405 valid]:
MRR: Tail : 0.4974, Head : 0.36181, Avg : 0.42961
2023-05-12 07:40:05,609 - wikidata12k_1n - [INFO] - [Epoch 405]: Training Loss: 0.00092568, Valid MRR: 0.44315,
2023-05-12 07:40:06,250 - wikidata12k_1n - [INFO] - [E:406| 0]: Train Loss:0.00092303, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:41:09,149 - wikidata12k_1n - [INFO] - [E:406| 100]: Train Loss:0.00092398, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:42:12,116 - wikidata12k_1n - [INFO] - [E:406| 200]: Train Loss:0.00092334, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:43:15,056 - wikidata12k_1n - [INFO] - [E:406| 300]: Train Loss:0.00092362, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:44:17,996 - wikidata12k_1n - [INFO] - [E:406| 400]: Train Loss:0.0009251, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:45:20,956 - wikidata12k_1n - [INFO] - [E:406| 500]: Train Loss:0.00092563, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:46:23,895 - wikidata12k_1n - [INFO] - [E:406| 600]: Train Loss:0.00092524, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:47:26,955 - wikidata12k_1n - [INFO] - [E:406| 700]: Train Loss:0.00092556, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:48:29,869 - wikidata12k_1n - [INFO] - [E:406| 800]: Train Loss:0.00092552, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:49:32,747 - wikidata12k_1n - [INFO] - [E:406| 900]: Train Loss:0.00092543, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:50:35,669 - wikidata12k_1n - [INFO] - [E:406| 1000]: Train Loss:0.00092527, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:51:38,645 - wikidata12k_1n - [INFO] - [E:406| 1100]: Train Loss:0.0009251, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:52:41,594 - wikidata12k_1n - [INFO] - [E:406| 1200]: Train Loss:0.0009253, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:53:44,466 - wikidata12k_1n - [INFO] - [E:406| 1300]: Train Loss:0.00092523, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:54:47,346 - wikidata12k_1n - [INFO] - [E:406| 1400]: Train Loss:0.00092548, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:55:50,324 - wikidata12k_1n - [INFO] - [E:406| 1500]: Train Loss:0.00092526, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:56:53,294 - wikidata12k_1n - [INFO] - [E:406| 1600]: Train Loss:0.0009254, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:57:34,446 - wikidata12k_1n - [INFO] - [Epoch:406]: Training Loss:0.0009254
2023-05-12 07:57:34,662 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 07:57:56,027 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 07:58:08,387 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 07:58:29,910 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 07:58:42,149 - wikidata12k_1n - [INFO] - [Evaluating Epoch 406 valid]:
MRR: Tail : 0.50462, Head : 0.36804, Avg : 0.43633
2023-05-12 07:58:42,149 - wikidata12k_1n - [INFO] - [Epoch 406]: Training Loss: 0.00092541, Valid MRR: 0.44315,
2023-05-12 07:58:42,795 - wikidata12k_1n - [INFO] - [E:407| 0]: Train Loss:0.00094032, Val MRR:0.44315, wikidata12k_1n
2023-05-12 07:59:45,763 - wikidata12k_1n - [INFO] - [E:407| 100]: Train Loss:0.00092481, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:00:48,749 - wikidata12k_1n - [INFO] - [E:407| 200]: Train Loss:0.00092569, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:01:51,752 - wikidata12k_1n - [INFO] - [E:407| 300]: Train Loss:0.00092464, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:02:54,720 - wikidata12k_1n - [INFO] - [E:407| 400]: Train Loss:0.00092437, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:03:57,749 - wikidata12k_1n - [INFO] - [E:407| 500]: Train Loss:0.00092511, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:05:00,728 - wikidata12k_1n - [INFO] - [E:407| 600]: Train Loss:0.00092532, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:06:03,681 - wikidata12k_1n - [INFO] - [E:407| 700]: Train Loss:0.00092513, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:07:06,611 - wikidata12k_1n - [INFO] - [E:407| 800]: Train Loss:0.00092543, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:08:09,609 - wikidata12k_1n - [INFO] - [E:407| 900]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:09:12,564 - wikidata12k_1n - [INFO] - [E:407| 1000]: Train Loss:0.0009256, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:10:15,602 - wikidata12k_1n - [INFO] - [E:407| 1100]: Train Loss:0.00092582, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:11:18,512 - wikidata12k_1n - [INFO] - [E:407| 1200]: Train Loss:0.00092577, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:12:21,542 - wikidata12k_1n - [INFO] - [E:407| 1300]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:13:24,543 - wikidata12k_1n - [INFO] - [E:407| 1400]: Train Loss:0.00092561, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:14:27,466 - wikidata12k_1n - [INFO] - [E:407| 1500]: Train Loss:0.00092564, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:15:30,476 - wikidata12k_1n - [INFO] - [E:407| 1600]: Train Loss:0.00092544, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:16:11,641 - wikidata12k_1n - [INFO] - [Epoch:407]: Training Loss:0.0009256
2023-05-12 08:16:11,859 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 08:16:33,208 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 08:16:45,580 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 08:17:07,096 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 08:17:19,334 - wikidata12k_1n - [INFO] - [Evaluating Epoch 407 valid]:
MRR: Tail : 0.51087, Head : 0.36752, Avg : 0.43919
2023-05-12 08:17:19,334 - wikidata12k_1n - [INFO] - [Epoch 407]: Training Loss: 0.00092561, Valid MRR: 0.44315,
2023-05-12 08:17:19,978 - wikidata12k_1n - [INFO] - [E:408| 0]: Train Loss:0.00097087, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:18:22,967 - wikidata12k_1n - [INFO] - [E:408| 100]: Train Loss:0.00092922, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:19:25,958 - wikidata12k_1n - [INFO] - [E:408| 200]: Train Loss:0.00092668, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:20:29,023 - wikidata12k_1n - [INFO] - [E:408| 300]: Train Loss:0.0009288, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:21:31,993 - wikidata12k_1n - [INFO] - [E:408| 400]: Train Loss:0.00092718, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:22:34,978 - wikidata12k_1n - [INFO] - [E:408| 500]: Train Loss:0.00092617, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:23:37,935 - wikidata12k_1n - [INFO] - [E:408| 600]: Train Loss:0.00092564, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:24:40,911 - wikidata12k_1n - [INFO] - [E:408| 700]: Train Loss:0.0009259, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:25:43,899 - wikidata12k_1n - [INFO] - [E:408| 800]: Train Loss:0.00092566, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:26:46,841 - wikidata12k_1n - [INFO] - [E:408| 900]: Train Loss:0.00092548, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:27:49,738 - wikidata12k_1n - [INFO] - [E:408| 1000]: Train Loss:0.00092548, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:28:52,773 - wikidata12k_1n - [INFO] - [E:408| 1100]: Train Loss:0.00092555, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:29:55,682 - wikidata12k_1n - [INFO] - [E:408| 1200]: Train Loss:0.00092549, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:30:58,594 - wikidata12k_1n - [INFO] - [E:408| 1300]: Train Loss:0.00092547, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:32:01,530 - wikidata12k_1n - [INFO] - [E:408| 1400]: Train Loss:0.00092596, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:33:04,527 - wikidata12k_1n - [INFO] - [E:408| 1500]: Train Loss:0.00092589, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:34:07,509 - wikidata12k_1n - [INFO] - [E:408| 1600]: Train Loss:0.00092588, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:34:48,680 - wikidata12k_1n - [INFO] - [Epoch:408]: Training Loss:0.0009259
2023-05-12 08:34:48,897 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 08:35:10,239 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 08:35:22,598 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 08:35:44,125 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 08:35:56,366 - wikidata12k_1n - [INFO] - [Evaluating Epoch 408 valid]:
MRR: Tail : 0.51102, Head : 0.36496, Avg : 0.43799
2023-05-12 08:35:56,366 - wikidata12k_1n - [INFO] - [Epoch 408]: Training Loss: 0.0009259, Valid MRR: 0.44315,
2023-05-12 08:35:57,012 - wikidata12k_1n - [INFO] - [E:409| 0]: Train Loss:0.00092145, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:37:00,013 - wikidata12k_1n - [INFO] - [E:409| 100]: Train Loss:0.00093074, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:38:03,019 - wikidata12k_1n - [INFO] - [E:409| 200]: Train Loss:0.00093136, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:39:05,981 - wikidata12k_1n - [INFO] - [E:409| 300]: Train Loss:0.00092953, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:40:08,954 - wikidata12k_1n - [INFO] - [E:409| 400]: Train Loss:0.00092846, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:41:11,917 - wikidata12k_1n - [INFO] - [E:409| 500]: Train Loss:0.00092763, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:42:14,853 - wikidata12k_1n - [INFO] - [E:409| 600]: Train Loss:0.00092683, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:43:17,867 - wikidata12k_1n - [INFO] - [E:409| 700]: Train Loss:0.00092663, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:44:20,844 - wikidata12k_1n - [INFO] - [E:409| 800]: Train Loss:0.00092666, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:45:23,843 - wikidata12k_1n - [INFO] - [E:409| 900]: Train Loss:0.00092644, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:46:26,835 - wikidata12k_1n - [INFO] - [E:409| 1000]: Train Loss:0.00092596, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:47:29,806 - wikidata12k_1n - [INFO] - [E:409| 1100]: Train Loss:0.00092581, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:48:32,761 - wikidata12k_1n - [INFO] - [E:409| 1200]: Train Loss:0.0009257, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:49:35,719 - wikidata12k_1n - [INFO] - [E:409| 1300]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:50:38,641 - wikidata12k_1n - [INFO] - [E:409| 1400]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:51:41,565 - wikidata12k_1n - [INFO] - [E:409| 1500]: Train Loss:0.00092598, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:52:44,456 - wikidata12k_1n - [INFO] - [E:409| 1600]: Train Loss:0.00092578, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:53:25,612 - wikidata12k_1n - [INFO] - [Epoch:409]: Training Loss:0.0009259
2023-05-12 08:53:25,838 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 08:53:47,213 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 08:53:59,565 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 08:54:21,073 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 08:54:33,309 - wikidata12k_1n - [INFO] - [Evaluating Epoch 409 valid]:
MRR: Tail : 0.5094, Head : 0.3295, Avg : 0.41945
MR: Tail : 741.21, Head : 969.29, Avg : 855.25
Hit-1: Tail : 0.42899, Head : 0.21813, Avg : 0.32356
Hit-3: Tail : 0.55503, Head : 0.38985, Avg : 0.47244
Hit-10: Tail : 0.66132, Head : 0.54746, Avg : 0.60439
2023-05-12 08:54:33,309 - wikidata12k_1n - [INFO] - [Epoch 409]: Training Loss: 0.00092592, Valid MRR: 0.44315,
2023-05-12 08:54:33,953 - wikidata12k_1n - [INFO] - [E:410| 0]: Train Loss:0.00092066, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:55:36,932 - wikidata12k_1n - [INFO] - [E:410| 100]: Train Loss:0.00092723, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:56:39,894 - wikidata12k_1n - [INFO] - [E:410| 200]: Train Loss:0.00092494, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:57:42,887 - wikidata12k_1n - [INFO] - [E:410| 300]: Train Loss:0.00092395, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:58:45,872 - wikidata12k_1n - [INFO] - [E:410| 400]: Train Loss:0.00092384, Val MRR:0.44315, wikidata12k_1n
2023-05-12 08:59:48,839 - wikidata12k_1n - [INFO] - [E:410| 500]: Train Loss:0.00092437, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:00:51,833 - wikidata12k_1n - [INFO] - [E:410| 600]: Train Loss:0.00092453, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:01:54,886 - wikidata12k_1n - [INFO] - [E:410| 700]: Train Loss:0.00092458, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:02:57,879 - wikidata12k_1n - [INFO] - [E:410| 800]: Train Loss:0.00092468, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:04:00,854 - wikidata12k_1n - [INFO] - [E:410| 900]: Train Loss:0.00092494, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:05:03,866 - wikidata12k_1n - [INFO] - [E:410| 1000]: Train Loss:0.00092553, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:06:06,842 - wikidata12k_1n - [INFO] - [E:410| 1100]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:07:09,823 - wikidata12k_1n - [INFO] - [E:410| 1200]: Train Loss:0.0009261, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:08:12,773 - wikidata12k_1n - [INFO] - [E:410| 1300]: Train Loss:0.00092613, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:09:15,715 - wikidata12k_1n - [INFO] - [E:410| 1400]: Train Loss:0.00092593, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:10:18,688 - wikidata12k_1n - [INFO] - [E:410| 1500]: Train Loss:0.00092601, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:11:21,654 - wikidata12k_1n - [INFO] - [E:410| 1600]: Train Loss:0.00092602, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:12:02,825 - wikidata12k_1n - [INFO] - [Epoch:410]: Training Loss:0.0009263
2023-05-12 09:12:03,041 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 09:12:24,377 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 09:12:36,744 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 09:12:58,262 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 09:13:10,494 - wikidata12k_1n - [INFO] - [Evaluating Epoch 410 valid]:
MRR: Tail : 0.50504, Head : 0.35193, Avg : 0.42849
2023-05-12 09:13:10,494 - wikidata12k_1n - [INFO] - [Epoch 410]: Training Loss: 0.00092626, Valid MRR: 0.44315,
2023-05-12 09:13:11,138 - wikidata12k_1n - [INFO] - [E:411| 0]: Train Loss:0.00091863, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:14:14,102 - wikidata12k_1n - [INFO] - [E:411| 100]: Train Loss:0.00092752, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:15:16,991 - wikidata12k_1n - [INFO] - [E:411| 200]: Train Loss:0.00092829, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:16:19,862 - wikidata12k_1n - [INFO] - [E:411| 300]: Train Loss:0.00092632, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:17:22,825 - wikidata12k_1n - [INFO] - [E:411| 400]: Train Loss:0.00092544, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:18:25,827 - wikidata12k_1n - [INFO] - [E:411| 500]: Train Loss:0.0009253, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:19:28,826 - wikidata12k_1n - [INFO] - [E:411| 600]: Train Loss:0.00092574, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:20:31,808 - wikidata12k_1n - [INFO] - [E:411| 700]: Train Loss:0.00092673, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:21:34,773 - wikidata12k_1n - [INFO] - [E:411| 800]: Train Loss:0.00092638, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:22:37,751 - wikidata12k_1n - [INFO] - [E:411| 900]: Train Loss:0.00092648, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:23:40,722 - wikidata12k_1n - [INFO] - [E:411| 1000]: Train Loss:0.00092637, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:24:43,698 - wikidata12k_1n - [INFO] - [E:411| 1100]: Train Loss:0.00092634, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:25:46,626 - wikidata12k_1n - [INFO] - [E:411| 1200]: Train Loss:0.00092575, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:26:49,654 - wikidata12k_1n - [INFO] - [E:411| 1300]: Train Loss:0.00092558, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:27:52,660 - wikidata12k_1n - [INFO] - [E:411| 1400]: Train Loss:0.00092547, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:28:55,621 - wikidata12k_1n - [INFO] - [E:411| 1500]: Train Loss:0.00092563, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:29:58,461 - wikidata12k_1n - [INFO] - [E:411| 1600]: Train Loss:0.00092574, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:30:39,527 - wikidata12k_1n - [INFO] - [Epoch:411]: Training Loss:0.0009257
2023-05-12 09:30:39,744 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 09:31:01,056 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 09:31:13,398 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 09:31:34,927 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 09:31:47,175 - wikidata12k_1n - [INFO] - [Evaluating Epoch 411 valid]:
MRR: Tail : 0.51109, Head : 0.3601, Avg : 0.43559
2023-05-12 09:31:47,175 - wikidata12k_1n - [INFO] - [Epoch 411]: Training Loss: 0.00092574, Valid MRR: 0.44315,
2023-05-12 09:31:47,819 - wikidata12k_1n - [INFO] - [E:412| 0]: Train Loss:0.00094939, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:32:50,804 - wikidata12k_1n - [INFO] - [E:412| 100]: Train Loss:0.00092615, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:33:53,722 - wikidata12k_1n - [INFO] - [E:412| 200]: Train Loss:0.00092515, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:34:56,658 - wikidata12k_1n - [INFO] - [E:412| 300]: Train Loss:0.0009261, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:35:59,654 - wikidata12k_1n - [INFO] - [E:412| 400]: Train Loss:0.00092593, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:37:02,624 - wikidata12k_1n - [INFO] - [E:412| 500]: Train Loss:0.00092647, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:38:05,595 - wikidata12k_1n - [INFO] - [E:412| 600]: Train Loss:0.00092632, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:39:08,556 - wikidata12k_1n - [INFO] - [E:412| 700]: Train Loss:0.00092617, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:40:11,519 - wikidata12k_1n - [INFO] - [E:412| 800]: Train Loss:0.000926, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:41:14,485 - wikidata12k_1n - [INFO] - [E:412| 900]: Train Loss:0.00092582, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:42:17,540 - wikidata12k_1n - [INFO] - [E:412| 1000]: Train Loss:0.0009254, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:43:20,564 - wikidata12k_1n - [INFO] - [E:412| 1100]: Train Loss:0.00092553, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:44:23,605 - wikidata12k_1n - [INFO] - [E:412| 1200]: Train Loss:0.00092538, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:45:26,620 - wikidata12k_1n - [INFO] - [E:412| 1300]: Train Loss:0.00092509, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:46:29,607 - wikidata12k_1n - [INFO] - [E:412| 1400]: Train Loss:0.00092509, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:47:32,585 - wikidata12k_1n - [INFO] - [E:412| 1500]: Train Loss:0.00092508, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:48:35,551 - wikidata12k_1n - [INFO] - [E:412| 1600]: Train Loss:0.00092505, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:49:16,673 - wikidata12k_1n - [INFO] - [Epoch:412]: Training Loss:0.0009253
2023-05-12 09:49:16,888 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 09:49:38,225 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 09:49:50,563 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 09:50:12,062 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 09:50:24,290 - wikidata12k_1n - [INFO] - [Evaluating Epoch 412 valid]:
MRR: Tail : 0.51203, Head : 0.36459, Avg : 0.43831
2023-05-12 09:50:24,290 - wikidata12k_1n - [INFO] - [Epoch 412]: Training Loss: 0.00092533, Valid MRR: 0.44315,
2023-05-12 09:50:24,933 - wikidata12k_1n - [INFO] - [E:413| 0]: Train Loss:0.00095951, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:51:27,881 - wikidata12k_1n - [INFO] - [E:413| 100]: Train Loss:0.00092287, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:52:30,884 - wikidata12k_1n - [INFO] - [E:413| 200]: Train Loss:0.00092525, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:53:33,808 - wikidata12k_1n - [INFO] - [E:413| 300]: Train Loss:0.00092605, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:54:36,776 - wikidata12k_1n - [INFO] - [E:413| 400]: Train Loss:0.00092597, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:55:39,764 - wikidata12k_1n - [INFO] - [E:413| 500]: Train Loss:0.0009258, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:56:42,734 - wikidata12k_1n - [INFO] - [E:413| 600]: Train Loss:0.00092564, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:57:45,721 - wikidata12k_1n - [INFO] - [E:413| 700]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:58:48,699 - wikidata12k_1n - [INFO] - [E:413| 800]: Train Loss:0.0009256, Val MRR:0.44315, wikidata12k_1n
2023-05-12 09:59:51,618 - wikidata12k_1n - [INFO] - [E:413| 900]: Train Loss:0.00092544, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:00:54,687 - wikidata12k_1n - [INFO] - [E:413| 1000]: Train Loss:0.00092532, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:01:57,632 - wikidata12k_1n - [INFO] - [E:413| 1100]: Train Loss:0.00092529, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:03:00,594 - wikidata12k_1n - [INFO] - [E:413| 1200]: Train Loss:0.00092562, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:04:03,565 - wikidata12k_1n - [INFO] - [E:413| 1300]: Train Loss:0.00092546, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:05:06,535 - wikidata12k_1n - [INFO] - [E:413| 1400]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:06:09,528 - wikidata12k_1n - [INFO] - [E:413| 1500]: Train Loss:0.00092553, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:07:12,527 - wikidata12k_1n - [INFO] - [E:413| 1600]: Train Loss:0.00092549, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:07:53,694 - wikidata12k_1n - [INFO] - [Epoch:413]: Training Loss:0.0009256
2023-05-12 10:07:53,911 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 10:08:15,276 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 10:08:27,649 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 10:08:49,187 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 10:09:01,412 - wikidata12k_1n - [INFO] - [Evaluating Epoch 413 valid]:
MRR: Tail : 0.51168, Head : 0.36687, Avg : 0.43928
2023-05-12 10:09:01,412 - wikidata12k_1n - [INFO] - [Epoch 413]: Training Loss: 0.00092561, Valid MRR: 0.44315,
2023-05-12 10:09:02,055 - wikidata12k_1n - [INFO] - [E:414| 0]: Train Loss:0.00092167, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:10:04,943 - wikidata12k_1n - [INFO] - [E:414| 100]: Train Loss:0.00092532, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:11:07,907 - wikidata12k_1n - [INFO] - [E:414| 200]: Train Loss:0.00092484, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:12:10,832 - wikidata12k_1n - [INFO] - [E:414| 300]: Train Loss:0.00092504, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:13:13,722 - wikidata12k_1n - [INFO] - [E:414| 400]: Train Loss:0.00092525, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:14:16,607 - wikidata12k_1n - [INFO] - [E:414| 500]: Train Loss:0.00092536, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:15:19,563 - wikidata12k_1n - [INFO] - [E:414| 600]: Train Loss:0.00092507, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:16:22,547 - wikidata12k_1n - [INFO] - [E:414| 700]: Train Loss:0.00092488, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:17:25,536 - wikidata12k_1n - [INFO] - [E:414| 800]: Train Loss:0.00092512, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:18:28,508 - wikidata12k_1n - [INFO] - [E:414| 900]: Train Loss:0.00092506, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:19:31,482 - wikidata12k_1n - [INFO] - [E:414| 1000]: Train Loss:0.00092501, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:20:34,438 - wikidata12k_1n - [INFO] - [E:414| 1100]: Train Loss:0.00092491, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:21:37,314 - wikidata12k_1n - [INFO] - [E:414| 1200]: Train Loss:0.00092503, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:22:40,329 - wikidata12k_1n - [INFO] - [E:414| 1300]: Train Loss:0.00092526, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:23:43,287 - wikidata12k_1n - [INFO] - [E:414| 1400]: Train Loss:0.00092534, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:24:46,267 - wikidata12k_1n - [INFO] - [E:414| 1500]: Train Loss:0.00092531, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:25:49,248 - wikidata12k_1n - [INFO] - [E:414| 1600]: Train Loss:0.00092526, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:26:30,335 - wikidata12k_1n - [INFO] - [Epoch:414]: Training Loss:0.0009253
2023-05-12 10:26:30,553 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 10:26:51,875 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 10:27:04,221 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 10:27:25,717 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 10:27:37,956 - wikidata12k_1n - [INFO] - [Evaluating Epoch 414 valid]:
MRR: Tail : 0.51113, Head : 0.34696, Avg : 0.42905
2023-05-12 10:27:37,956 - wikidata12k_1n - [INFO] - [Epoch 414]: Training Loss: 0.00092526, Valid MRR: 0.44315,
2023-05-12 10:27:38,601 - wikidata12k_1n - [INFO] - [E:415| 0]: Train Loss:0.00094054, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:28:41,542 - wikidata12k_1n - [INFO] - [E:415| 100]: Train Loss:0.00092513, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:29:44,528 - wikidata12k_1n - [INFO] - [E:415| 200]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:30:47,435 - wikidata12k_1n - [INFO] - [E:415| 300]: Train Loss:0.00092547, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:31:50,326 - wikidata12k_1n - [INFO] - [E:415| 400]: Train Loss:0.00092635, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:32:53,256 - wikidata12k_1n - [INFO] - [E:415| 500]: Train Loss:0.00092612, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:33:56,330 - wikidata12k_1n - [INFO] - [E:415| 600]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:34:59,292 - wikidata12k_1n - [INFO] - [E:415| 700]: Train Loss:0.0009262, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:36:02,248 - wikidata12k_1n - [INFO] - [E:415| 800]: Train Loss:0.00092601, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:37:05,109 - wikidata12k_1n - [INFO] - [E:415| 900]: Train Loss:0.00092591, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:38:08,069 - wikidata12k_1n - [INFO] - [E:415| 1000]: Train Loss:0.00092563, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:39:10,969 - wikidata12k_1n - [INFO] - [E:415| 1100]: Train Loss:0.0009254, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:40:13,944 - wikidata12k_1n - [INFO] - [E:415| 1200]: Train Loss:0.00092541, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:41:16,889 - wikidata12k_1n - [INFO] - [E:415| 1300]: Train Loss:0.00092526, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:42:19,911 - wikidata12k_1n - [INFO] - [E:415| 1400]: Train Loss:0.00092506, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:43:22,892 - wikidata12k_1n - [INFO] - [E:415| 1500]: Train Loss:0.00092501, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:44:25,870 - wikidata12k_1n - [INFO] - [E:415| 1600]: Train Loss:0.00092501, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:45:07,013 - wikidata12k_1n - [INFO] - [Epoch:415]: Training Loss:0.0009251
2023-05-12 10:45:07,231 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 10:45:28,574 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 10:45:40,933 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 10:46:02,448 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 10:46:14,684 - wikidata12k_1n - [INFO] - [Evaluating Epoch 415 valid]:
MRR: Tail : 0.51011, Head : 0.36374, Avg : 0.43692
2023-05-12 10:46:14,684 - wikidata12k_1n - [INFO] - [Epoch 415]: Training Loss: 0.0009251, Valid MRR: 0.44315,
2023-05-12 10:46:15,327 - wikidata12k_1n - [INFO] - [E:416| 0]: Train Loss:0.00089927, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:47:18,299 - wikidata12k_1n - [INFO] - [E:416| 100]: Train Loss:0.00092776, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:48:21,261 - wikidata12k_1n - [INFO] - [E:416| 200]: Train Loss:0.00092765, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:49:24,245 - wikidata12k_1n - [INFO] - [E:416| 300]: Train Loss:0.00092634, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:50:27,277 - wikidata12k_1n - [INFO] - [E:416| 400]: Train Loss:0.00092552, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:51:30,237 - wikidata12k_1n - [INFO] - [E:416| 500]: Train Loss:0.00092519, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:52:33,212 - wikidata12k_1n - [INFO] - [E:416| 600]: Train Loss:0.00092553, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:53:36,141 - wikidata12k_1n - [INFO] - [E:416| 700]: Train Loss:0.00092551, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:54:39,109 - wikidata12k_1n - [INFO] - [E:416| 800]: Train Loss:0.00092552, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:55:42,069 - wikidata12k_1n - [INFO] - [E:416| 900]: Train Loss:0.00092542, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:56:45,006 - wikidata12k_1n - [INFO] - [E:416| 1000]: Train Loss:0.00092537, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:57:47,951 - wikidata12k_1n - [INFO] - [E:416| 1100]: Train Loss:0.0009251, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:58:50,988 - wikidata12k_1n - [INFO] - [E:416| 1200]: Train Loss:0.00092492, Val MRR:0.44315, wikidata12k_1n
2023-05-12 10:59:53,943 - wikidata12k_1n - [INFO] - [E:416| 1300]: Train Loss:0.00092511, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:00:56,849 - wikidata12k_1n - [INFO] - [E:416| 1400]: Train Loss:0.00092507, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:01:59,735 - wikidata12k_1n - [INFO] - [E:416| 1500]: Train Loss:0.00092502, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:03:02,639 - wikidata12k_1n - [INFO] - [E:416| 1600]: Train Loss:0.00092517, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:03:43,777 - wikidata12k_1n - [INFO] - [Epoch:416]: Training Loss:0.0009252
2023-05-12 11:03:43,994 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 11:04:05,314 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 11:04:17,658 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 11:04:39,160 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 11:04:51,382 - wikidata12k_1n - [INFO] - [Evaluating Epoch 416 valid]:
MRR: Tail : 0.50704, Head : 0.3701, Avg : 0.43857
2023-05-12 11:04:51,382 - wikidata12k_1n - [INFO] - [Epoch 416]: Training Loss: 0.00092518, Valid MRR: 0.44315,
2023-05-12 11:04:52,025 - wikidata12k_1n - [INFO] - [E:417| 0]: Train Loss:0.00092876, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:05:54,900 - wikidata12k_1n - [INFO] - [E:417| 100]: Train Loss:0.00092754, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:06:57,855 - wikidata12k_1n - [INFO] - [E:417| 200]: Train Loss:0.00092663, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:08:00,807 - wikidata12k_1n - [INFO] - [E:417| 300]: Train Loss:0.00092573, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:09:03,738 - wikidata12k_1n - [INFO] - [E:417| 400]: Train Loss:0.00092626, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:10:06,595 - wikidata12k_1n - [INFO] - [E:417| 500]: Train Loss:0.00092571, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:11:09,488 - wikidata12k_1n - [INFO] - [E:417| 600]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:12:12,380 - wikidata12k_1n - [INFO] - [E:417| 700]: Train Loss:0.00092532, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:13:15,373 - wikidata12k_1n - [INFO] - [E:417| 800]: Train Loss:0.00092518, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:14:18,377 - wikidata12k_1n - [INFO] - [E:417| 900]: Train Loss:0.00092514, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:15:21,339 - wikidata12k_1n - [INFO] - [E:417| 1000]: Train Loss:0.00092513, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:16:24,288 - wikidata12k_1n - [INFO] - [E:417| 1100]: Train Loss:0.00092525, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:17:27,269 - wikidata12k_1n - [INFO] - [E:417| 1200]: Train Loss:0.00092517, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:18:30,220 - wikidata12k_1n - [INFO] - [E:417| 1300]: Train Loss:0.00092525, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:19:33,122 - wikidata12k_1n - [INFO] - [E:417| 1400]: Train Loss:0.00092512, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:20:36,107 - wikidata12k_1n - [INFO] - [E:417| 1500]: Train Loss:0.0009251, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:21:39,048 - wikidata12k_1n - [INFO] - [E:417| 1600]: Train Loss:0.00092494, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:22:20,200 - wikidata12k_1n - [INFO] - [Epoch:417]: Training Loss:0.0009251
2023-05-12 11:22:20,418 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 11:22:29,026 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'filtered': False}
2023-05-12 11:22:41,756 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 11:22:43,511 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 11:22:54,098 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 11:23:15,597 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 11:23:27,830 - wikidata12k_1n - [INFO] - [Evaluating Epoch 417 valid]:
MRR: Tail : 0.50655, Head : 0.35023, Avg : 0.42839
2023-05-12 11:23:27,830 - wikidata12k_1n - [INFO] - [Epoch 417]: Training Loss: 0.00092514, Valid MRR: 0.44315,
2023-05-12 11:23:28,478 - wikidata12k_1n - [INFO] - [E:418| 0]: Train Loss:0.00091194, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:23:42,474 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 11:24:07,152 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n
2023-05-12 11:24:31,512 - wikidata12k_1n - [INFO] - [E:418| 100]: Train Loss:0.00092904, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:25:03,634 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n
2023-05-12 11:25:33,129 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.47608, Head : 0.32707, Avg : 0.40157
MR: Tail : 967.41, Head : 1027.6, Avg : 997.52
Hit-1: Tail : 0.38981, Head : 0.23735, Avg : 0.31358
Hit-3: Tail : 0.53209, Head : 0.36153, Avg : 0.44681
Hit-10: Tail : 0.63276, Head : 0.51072, Avg : 0.57174
2023-05-12 11:25:34,476 - wikidata12k_1n - [INFO] - [E:418| 200]: Train Loss:0.00092745, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:26:37,429 - wikidata12k_1n - [INFO] - [E:418| 300]: Train Loss:0.00092687, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:27:40,384 - wikidata12k_1n - [INFO] - [E:418| 400]: Train Loss:0.00092623, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:28:43,335 - wikidata12k_1n - [INFO] - [E:418| 500]: Train Loss:0.00092627, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:29:46,259 - wikidata12k_1n - [INFO] - [E:418| 600]: Train Loss:0.00092644, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:30:49,194 - wikidata12k_1n - [INFO] - [E:418| 700]: Train Loss:0.00092592, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:31:52,175 - wikidata12k_1n - [INFO] - [E:418| 800]: Train Loss:0.00092538, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:32:55,180 - wikidata12k_1n - [INFO] - [E:418| 900]: Train Loss:0.00092554, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:33:58,256 - wikidata12k_1n - [INFO] - [E:418| 1000]: Train Loss:0.00092533, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:35:01,219 - wikidata12k_1n - [INFO] - [E:418| 1100]: Train Loss:0.00092565, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:36:04,167 - wikidata12k_1n - [INFO] - [E:418| 1200]: Train Loss:0.00092576, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:37:07,158 - wikidata12k_1n - [INFO] - [E:418| 1300]: Train Loss:0.00092568, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:38:10,158 - wikidata12k_1n - [INFO] - [E:418| 1400]: Train Loss:0.0009255, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:39:13,098 - wikidata12k_1n - [INFO] - [E:418| 1500]: Train Loss:0.00092538, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:40:16,015 - wikidata12k_1n - [INFO] - [E:418| 1600]: Train Loss:0.00092543, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:40:57,123 - wikidata12k_1n - [INFO] - [Epoch:418]: Training Loss:0.0009253
2023-05-12 11:40:57,341 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 11:41:18,703 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 11:41:31,093 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 11:41:52,590 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 11:42:04,819 - wikidata12k_1n - [INFO] - [Evaluating Epoch 418 valid]:
MRR: Tail : 0.50381, Head : 0.35357, Avg : 0.42869
2023-05-12 11:42:04,819 - wikidata12k_1n - [INFO] - [Epoch 418]: Training Loss: 0.00092529, Valid MRR: 0.44315,
2023-05-12 11:42:05,463 - wikidata12k_1n - [INFO] - [E:419| 0]: Train Loss:0.00092266, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:43:08,365 - wikidata12k_1n - [INFO] - [E:419| 100]: Train Loss:0.00092298, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:44:11,292 - wikidata12k_1n - [INFO] - [E:419| 200]: Train Loss:0.0009248, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:45:14,200 - wikidata12k_1n - [INFO] - [E:419| 300]: Train Loss:0.00092471, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:46:17,143 - wikidata12k_1n - [INFO] - [E:419| 400]: Train Loss:0.00092466, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:47:20,065 - wikidata12k_1n - [INFO] - [E:419| 500]: Train Loss:0.00092429, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:48:23,033 - wikidata12k_1n - [INFO] - [E:419| 600]: Train Loss:0.00092434, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:49:25,973 - wikidata12k_1n - [INFO] - [E:419| 700]: Train Loss:0.00092433, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:50:29,008 - wikidata12k_1n - [INFO] - [E:419| 800]: Train Loss:0.00092447, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:51:31,966 - wikidata12k_1n - [INFO] - [E:419| 900]: Train Loss:0.00092483, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:52:34,950 - wikidata12k_1n - [INFO] - [E:419| 1000]: Train Loss:0.00092494, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:53:37,852 - wikidata12k_1n - [INFO] - [E:419| 1100]: Train Loss:0.00092502, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:54:40,764 - wikidata12k_1n - [INFO] - [E:419| 1200]: Train Loss:0.00092515, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:55:43,616 - wikidata12k_1n - [INFO] - [E:419| 1300]: Train Loss:0.00092523, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:56:46,491 - wikidata12k_1n - [INFO] - [E:419| 1400]: Train Loss:0.0009252, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:57:49,440 - wikidata12k_1n - [INFO] - [E:419| 1500]: Train Loss:0.00092515, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:58:52,441 - wikidata12k_1n - [INFO] - [E:419| 1600]: Train Loss:0.00092516, Val MRR:0.44315, wikidata12k_1n
2023-05-12 11:59:33,607 - wikidata12k_1n - [INFO] - [Epoch:419]: Training Loss:0.0009253
2023-05-12 11:59:33,825 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 11:59:55,159 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 12:00:07,518 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 12:00:29,053 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 12:00:41,288 - wikidata12k_1n - [INFO] - [Evaluating Epoch 419 valid]:
MRR: Tail : 0.4985, Head : 0.36357, Avg : 0.43104
MR: Tail : 789.26, Head : 975.24, Avg : 882.25
Hit-1: Tail : 0.41701, Head : 0.26351, Avg : 0.34026
Hit-3: Tail : 0.5431, Head : 0.41236, Avg : 0.47773
Hit-10: Tail : 0.65796, Head : 0.55151, Avg : 0.60474
2023-05-12 12:00:41,289 - wikidata12k_1n - [INFO] - [Epoch 419]: Training Loss: 0.00092528, Valid MRR: 0.44315,
2023-05-12 12:00:41,933 - wikidata12k_1n - [INFO] - [E:420| 0]: Train Loss:0.00091737, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:01:44,917 - wikidata12k_1n - [INFO] - [E:420| 100]: Train Loss:0.00092587, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:02:47,945 - wikidata12k_1n - [INFO] - [E:420| 200]: Train Loss:0.00092529, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:03:50,891 - wikidata12k_1n - [INFO] - [E:420| 300]: Train Loss:0.00092497, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:04:53,848 - wikidata12k_1n - [INFO] - [E:420| 400]: Train Loss:0.00092469, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:05:56,809 - wikidata12k_1n - [INFO] - [E:420| 500]: Train Loss:0.00092473, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:06:59,868 - wikidata12k_1n - [INFO] - [E:420| 600]: Train Loss:0.00092426, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:08:02,830 - wikidata12k_1n - [INFO] - [E:420| 700]: Train Loss:0.0009243, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:09:05,745 - wikidata12k_1n - [INFO] - [E:420| 800]: Train Loss:0.00092413, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:10:08,708 - wikidata12k_1n - [INFO] - [E:420| 900]: Train Loss:0.00092473, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:11:11,675 - wikidata12k_1n - [INFO] - [E:420| 1000]: Train Loss:0.00092506, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:12:14,593 - wikidata12k_1n - [INFO] - [E:420| 1100]: Train Loss:0.00092518, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:13:17,575 - wikidata12k_1n - [INFO] - [E:420| 1200]: Train Loss:0.00092521, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:14:20,535 - wikidata12k_1n - [INFO] - [E:420| 1300]: Train Loss:0.00092545, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:15:23,606 - wikidata12k_1n - [INFO] - [E:420| 1400]: Train Loss:0.00092523, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:16:26,597 - wikidata12k_1n - [INFO] - [E:420| 1500]: Train Loss:0.00092522, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:17:29,572 - wikidata12k_1n - [INFO] - [E:420| 1600]: Train Loss:0.00092532, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:18:10,707 - wikidata12k_1n - [INFO] - [Epoch:420]: Training Loss:0.0009253
2023-05-12 12:18:10,923 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 12:18:32,258 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 12:18:44,603 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 12:19:06,108 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 12:19:18,340 - wikidata12k_1n - [INFO] - [Evaluating Epoch 420 valid]:
MRR: Tail : 0.50526, Head : 0.37014, Avg : 0.4377
2023-05-12 12:19:18,340 - wikidata12k_1n - [INFO] - [Epoch 420]: Training Loss: 0.00092528, Valid MRR: 0.44315,
2023-05-12 12:19:18,987 - wikidata12k_1n - [INFO] - [E:421| 0]: Train Loss:0.00093849, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:20:21,879 - wikidata12k_1n - [INFO] - [E:421| 100]: Train Loss:0.00092748, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:21:24,801 - wikidata12k_1n - [INFO] - [E:421| 200]: Train Loss:0.00092473, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:22:27,680 - wikidata12k_1n - [INFO] - [E:421| 300]: Train Loss:0.00092449, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:23:30,635 - wikidata12k_1n - [INFO] - [E:421| 400]: Train Loss:0.00092384, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:24:33,609 - wikidata12k_1n - [INFO] - [E:421| 500]: Train Loss:0.00092402, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:25:36,486 - wikidata12k_1n - [INFO] - [E:421| 600]: Train Loss:0.00092445, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:26:39,385 - wikidata12k_1n - [INFO] - [E:421| 700]: Train Loss:0.00092497, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:27:42,274 - wikidata12k_1n - [INFO] - [E:421| 800]: Train Loss:0.00092467, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:28:45,181 - wikidata12k_1n - [INFO] - [E:421| 900]: Train Loss:0.00092513, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:29:48,125 - wikidata12k_1n - [INFO] - [E:421| 1000]: Train Loss:0.00092507, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:30:51,032 - wikidata12k_1n - [INFO] - [E:421| 1100]: Train Loss:0.00092503, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:31:54,001 - wikidata12k_1n - [INFO] - [E:421| 1200]: Train Loss:0.00092531, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:32:56,877 - wikidata12k_1n - [INFO] - [E:421| 1300]: Train Loss:0.00092505, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:33:59,747 - wikidata12k_1n - [INFO] - [E:421| 1400]: Train Loss:0.00092503, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:35:02,660 - wikidata12k_1n - [INFO] - [E:421| 1500]: Train Loss:0.00092501, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:36:05,523 - wikidata12k_1n - [INFO] - [E:421| 1600]: Train Loss:0.00092493, Val MRR:0.44315, wikidata12k_1n
2023-05-12 12:36:46,633 - wikidata12k_1n - [INFO] - [Epoch:421]: Training Loss:0.0009249
2023-05-12 12:36:46,850 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 12:37:08,178 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 12:37:20,535 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 12:37:42,039 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 12:37:54,264 - wikidata12k_1n - [INFO] - [Evaluating Epoch 421 valid]:
MRR: Tail : 0.51144, Head : 0.3802, Avg : 0.44582
2023-05-12 12:37:55,243 - wikidata12k_1n - [INFO] - [Epoch 421]: Training Loss: 0.00092487, Valid MRR: 0.44582,
2023-05-12 12:37:55,891 - wikidata12k_1n - [INFO] - [E:422| 0]: Train Loss:0.00091303, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:38:58,769 - wikidata12k_1n - [INFO] - [E:422| 100]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:40:01,766 - wikidata12k_1n - [INFO] - [E:422| 200]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:41:04,664 - wikidata12k_1n - [INFO] - [E:422| 300]: Train Loss:0.00092455, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:42:07,584 - wikidata12k_1n - [INFO] - [E:422| 400]: Train Loss:0.00092523, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:43:10,566 - wikidata12k_1n - [INFO] - [E:422| 500]: Train Loss:0.00092486, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:44:13,548 - wikidata12k_1n - [INFO] - [E:422| 600]: Train Loss:0.00092456, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:45:16,533 - wikidata12k_1n - [INFO] - [E:422| 700]: Train Loss:0.00092433, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:46:19,498 - wikidata12k_1n - [INFO] - [E:422| 800]: Train Loss:0.00092434, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:47:22,462 - wikidata12k_1n - [INFO] - [E:422| 900]: Train Loss:0.00092452, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:48:25,431 - wikidata12k_1n - [INFO] - [E:422| 1000]: Train Loss:0.000925, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:49:28,483 - wikidata12k_1n - [INFO] - [E:422| 1100]: Train Loss:0.00092496, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:50:31,383 - wikidata12k_1n - [INFO] - [E:422| 1200]: Train Loss:0.00092506, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:51:34,345 - wikidata12k_1n - [INFO] - [E:422| 1300]: Train Loss:0.00092499, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:52:37,326 - wikidata12k_1n - [INFO] - [E:422| 1400]: Train Loss:0.00092492, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:53:40,285 - wikidata12k_1n - [INFO] - [E:422| 1500]: Train Loss:0.00092507, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:54:43,251 - wikidata12k_1n - [INFO] - [E:422| 1600]: Train Loss:0.00092494, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:55:24,397 - wikidata12k_1n - [INFO] - [Epoch:422]: Training Loss:0.0009249
2023-05-12 12:55:24,613 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 12:55:45,942 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 12:55:58,298 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 12:56:19,821 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 12:56:32,074 - wikidata12k_1n - [INFO] - [Evaluating Epoch 422 valid]:
MRR: Tail : 0.50589, Head : 0.3567, Avg : 0.4313
2023-05-12 12:56:32,074 - wikidata12k_1n - [INFO] - [Epoch 422]: Training Loss: 0.00092489, Valid MRR: 0.44582,
2023-05-12 12:56:32,719 - wikidata12k_1n - [INFO] - [E:423| 0]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:57:35,768 - wikidata12k_1n - [INFO] - [E:423| 100]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:58:38,720 - wikidata12k_1n - [INFO] - [E:423| 200]: Train Loss:0.00092257, Val MRR:0.44582, wikidata12k_1n
2023-05-12 12:59:41,683 - wikidata12k_1n - [INFO] - [E:423| 300]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:00:44,662 - wikidata12k_1n - [INFO] - [E:423| 400]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:01:47,599 - wikidata12k_1n - [INFO] - [E:423| 500]: Train Loss:0.00092492, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:02:50,556 - wikidata12k_1n - [INFO] - [E:423| 600]: Train Loss:0.00092495, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:03:53,435 - wikidata12k_1n - [INFO] - [E:423| 700]: Train Loss:0.00092478, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:04:56,318 - wikidata12k_1n - [INFO] - [E:423| 800]: Train Loss:0.0009247, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:05:59,409 - wikidata12k_1n - [INFO] - [E:423| 900]: Train Loss:0.00092456, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:07:02,370 - wikidata12k_1n - [INFO] - [E:423| 1000]: Train Loss:0.00092441, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:08:05,342 - wikidata12k_1n - [INFO] - [E:423| 1100]: Train Loss:0.00092433, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:09:08,295 - wikidata12k_1n - [INFO] - [E:423| 1200]: Train Loss:0.00092448, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:10:11,201 - wikidata12k_1n - [INFO] - [E:423| 1300]: Train Loss:0.00092478, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:11:14,141 - wikidata12k_1n - [INFO] - [E:423| 1400]: Train Loss:0.00092486, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:12:17,096 - wikidata12k_1n - [INFO] - [E:423| 1500]: Train Loss:0.00092476, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:13:20,105 - wikidata12k_1n - [INFO] - [E:423| 1600]: Train Loss:0.00092497, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:14:01,240 - wikidata12k_1n - [INFO] - [Epoch:423]: Training Loss:0.0009251
2023-05-12 13:14:01,456 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 13:14:22,787 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 13:14:35,129 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 13:14:56,633 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 13:15:08,859 - wikidata12k_1n - [INFO] - [Evaluating Epoch 423 valid]:
MRR: Tail : 0.50683, Head : 0.35095, Avg : 0.42889
2023-05-12 13:15:08,859 - wikidata12k_1n - [INFO] - [Epoch 423]: Training Loss: 0.00092505, Valid MRR: 0.44582,
2023-05-12 13:15:09,502 - wikidata12k_1n - [INFO] - [E:424| 0]: Train Loss:0.00090556, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:16:12,446 - wikidata12k_1n - [INFO] - [E:424| 100]: Train Loss:0.0009267, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:17:15,342 - wikidata12k_1n - [INFO] - [E:424| 200]: Train Loss:0.00092492, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:18:18,316 - wikidata12k_1n - [INFO] - [E:424| 300]: Train Loss:0.0009252, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:19:21,310 - wikidata12k_1n - [INFO] - [E:424| 400]: Train Loss:0.00092513, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:20:24,202 - wikidata12k_1n - [INFO] - [E:424| 500]: Train Loss:0.00092489, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:21:27,139 - wikidata12k_1n - [INFO] - [E:424| 600]: Train Loss:0.00092501, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:22:30,158 - wikidata12k_1n - [INFO] - [E:424| 700]: Train Loss:0.00092457, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:23:33,149 - wikidata12k_1n - [INFO] - [E:424| 800]: Train Loss:0.00092476, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:24:36,048 - wikidata12k_1n - [INFO] - [E:424| 900]: Train Loss:0.00092485, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:25:38,962 - wikidata12k_1n - [INFO] - [E:424| 1000]: Train Loss:0.00092479, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:26:41,953 - wikidata12k_1n - [INFO] - [E:424| 1100]: Train Loss:0.00092457, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:27:44,919 - wikidata12k_1n - [INFO] - [E:424| 1200]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:28:47,859 - wikidata12k_1n - [INFO] - [E:424| 1300]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:29:50,842 - wikidata12k_1n - [INFO] - [E:424| 1400]: Train Loss:0.0009249, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:30:53,870 - wikidata12k_1n - [INFO] - [E:424| 1500]: Train Loss:0.00092513, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:31:56,792 - wikidata12k_1n - [INFO] - [E:424| 1600]: Train Loss:0.00092508, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:32:37,900 - wikidata12k_1n - [INFO] - [Epoch:424]: Training Loss:0.0009251
2023-05-12 13:32:38,117 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 13:32:59,437 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 13:33:11,782 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 13:33:33,292 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 13:33:45,512 - wikidata12k_1n - [INFO] - [Evaluating Epoch 424 valid]:
MRR: Tail : 0.50227, Head : 0.36838, Avg : 0.43533
2023-05-12 13:33:45,520 - wikidata12k_1n - [INFO] - [Epoch 424]: Training Loss: 0.00092509, Valid MRR: 0.44582,
2023-05-12 13:33:46,170 - wikidata12k_1n - [INFO] - [E:425| 0]: Train Loss:0.0009207, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:34:49,066 - wikidata12k_1n - [INFO] - [E:425| 100]: Train Loss:0.00092522, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:35:51,989 - wikidata12k_1n - [INFO] - [E:425| 200]: Train Loss:0.00092618, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:36:54,868 - wikidata12k_1n - [INFO] - [E:425| 300]: Train Loss:0.0009255, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:37:57,805 - wikidata12k_1n - [INFO] - [E:425| 400]: Train Loss:0.00092511, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:39:00,821 - wikidata12k_1n - [INFO] - [E:425| 500]: Train Loss:0.00092486, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:40:03,848 - wikidata12k_1n - [INFO] - [E:425| 600]: Train Loss:0.00092483, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:41:06,813 - wikidata12k_1n - [INFO] - [E:425| 700]: Train Loss:0.00092481, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:42:09,796 - wikidata12k_1n - [INFO] - [E:425| 800]: Train Loss:0.00092437, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:43:12,812 - wikidata12k_1n - [INFO] - [E:425| 900]: Train Loss:0.00092445, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:44:15,741 - wikidata12k_1n - [INFO] - [E:425| 1000]: Train Loss:0.00092471, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:45:18,638 - wikidata12k_1n - [INFO] - [E:425| 1100]: Train Loss:0.00092472, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:46:21,544 - wikidata12k_1n - [INFO] - [E:425| 1200]: Train Loss:0.00092473, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:47:24,522 - wikidata12k_1n - [INFO] - [E:425| 1300]: Train Loss:0.00092483, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:48:27,471 - wikidata12k_1n - [INFO] - [E:425| 1400]: Train Loss:0.00092516, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:49:30,429 - wikidata12k_1n - [INFO] - [E:425| 1500]: Train Loss:0.00092495, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:50:33,396 - wikidata12k_1n - [INFO] - [E:425| 1600]: Train Loss:0.000925, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:51:14,546 - wikidata12k_1n - [INFO] - [Epoch:425]: Training Loss:0.000925
2023-05-12 13:51:14,762 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 13:51:36,095 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 13:51:48,451 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 13:52:09,966 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 13:52:22,219 - wikidata12k_1n - [INFO] - [Evaluating Epoch 425 valid]:
MRR: Tail : 0.50829, Head : 0.33687, Avg : 0.42258
2023-05-12 13:52:22,219 - wikidata12k_1n - [INFO] - [Epoch 425]: Training Loss: 0.00092499, Valid MRR: 0.44582,
2023-05-12 13:52:22,863 - wikidata12k_1n - [INFO] - [E:426| 0]: Train Loss:0.00093003, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:53:25,803 - wikidata12k_1n - [INFO] - [E:426| 100]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:54:28,705 - wikidata12k_1n - [INFO] - [E:426| 200]: Train Loss:0.00092565, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:55:31,734 - wikidata12k_1n - [INFO] - [E:426| 300]: Train Loss:0.00092556, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:56:34,705 - wikidata12k_1n - [INFO] - [E:426| 400]: Train Loss:0.00092522, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:57:37,668 - wikidata12k_1n - [INFO] - [E:426| 500]: Train Loss:0.00092555, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:58:40,616 - wikidata12k_1n - [INFO] - [E:426| 600]: Train Loss:0.0009258, Val MRR:0.44582, wikidata12k_1n
2023-05-12 13:59:43,570 - wikidata12k_1n - [INFO] - [E:426| 700]: Train Loss:0.0009264, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:00:46,516 - wikidata12k_1n - [INFO] - [E:426| 800]: Train Loss:0.00092589, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:01:49,478 - wikidata12k_1n - [INFO] - [E:426| 900]: Train Loss:0.00092574, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:02:52,440 - wikidata12k_1n - [INFO] - [E:426| 1000]: Train Loss:0.00092546, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:03:55,506 - wikidata12k_1n - [INFO] - [E:426| 1100]: Train Loss:0.00092523, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:04:58,445 - wikidata12k_1n - [INFO] - [E:426| 1200]: Train Loss:0.00092515, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:06:01,417 - wikidata12k_1n - [INFO] - [E:426| 1300]: Train Loss:0.00092519, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:07:04,381 - wikidata12k_1n - [INFO] - [E:426| 1400]: Train Loss:0.00092537, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:08:07,361 - wikidata12k_1n - [INFO] - [E:426| 1500]: Train Loss:0.00092519, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:09:10,343 - wikidata12k_1n - [INFO] - [E:426| 1600]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:09:51,502 - wikidata12k_1n - [INFO] - [Epoch:426]: Training Loss:0.0009252
2023-05-12 14:09:51,718 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 14:10:13,065 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 14:10:25,420 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 14:10:46,926 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 14:10:59,164 - wikidata12k_1n - [INFO] - [Evaluating Epoch 426 valid]:
MRR: Tail : 0.49771, Head : 0.34189, Avg : 0.4198
2023-05-12 14:10:59,165 - wikidata12k_1n - [INFO] - [Epoch 426]: Training Loss: 0.00092516, Valid MRR: 0.44582,
2023-05-12 14:10:59,808 - wikidata12k_1n - [INFO] - [E:427| 0]: Train Loss:0.0009277, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:12:02,866 - wikidata12k_1n - [INFO] - [E:427| 100]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:13:05,759 - wikidata12k_1n - [INFO] - [E:427| 200]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:14:08,659 - wikidata12k_1n - [INFO] - [E:427| 300]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:15:11,615 - wikidata12k_1n - [INFO] - [E:427| 400]: Train Loss:0.00092357, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:16:14,584 - wikidata12k_1n - [INFO] - [E:427| 500]: Train Loss:0.00092424, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:17:17,553 - wikidata12k_1n - [INFO] - [E:427| 600]: Train Loss:0.00092485, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:18:20,526 - wikidata12k_1n - [INFO] - [E:427| 700]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:19:23,490 - wikidata12k_1n - [INFO] - [E:427| 800]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:20:26,527 - wikidata12k_1n - [INFO] - [E:427| 900]: Train Loss:0.0009246, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:21:29,516 - wikidata12k_1n - [INFO] - [E:427| 1000]: Train Loss:0.00092446, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:22:32,473 - wikidata12k_1n - [INFO] - [E:427| 1100]: Train Loss:0.00092459, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:23:35,343 - wikidata12k_1n - [INFO] - [E:427| 1200]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:24:38,237 - wikidata12k_1n - [INFO] - [E:427| 1300]: Train Loss:0.00092481, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:25:41,159 - wikidata12k_1n - [INFO] - [E:427| 1400]: Train Loss:0.00092487, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:26:44,147 - wikidata12k_1n - [INFO] - [E:427| 1500]: Train Loss:0.00092495, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:27:47,115 - wikidata12k_1n - [INFO] - [E:427| 1600]: Train Loss:0.0009249, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:28:28,295 - wikidata12k_1n - [INFO] - [Epoch:427]: Training Loss:0.000925
2023-05-12 14:28:28,511 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 14:28:49,890 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 14:29:02,245 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 14:29:23,788 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 14:29:36,028 - wikidata12k_1n - [INFO] - [Evaluating Epoch 427 valid]:
MRR: Tail : 0.50616, Head : 0.36891, Avg : 0.43754
2023-05-12 14:29:36,029 - wikidata12k_1n - [INFO] - [Epoch 427]: Training Loss: 0.00092496, Valid MRR: 0.44582,
2023-05-12 14:29:36,672 - wikidata12k_1n - [INFO] - [E:428| 0]: Train Loss:0.00093236, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:30:39,652 - wikidata12k_1n - [INFO] - [E:428| 100]: Train Loss:0.00092566, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:31:42,646 - wikidata12k_1n - [INFO] - [E:428| 200]: Train Loss:0.0009255, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:32:45,677 - wikidata12k_1n - [INFO] - [E:428| 300]: Train Loss:0.00092478, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:33:48,678 - wikidata12k_1n - [INFO] - [E:428| 400]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:34:51,630 - wikidata12k_1n - [INFO] - [E:428| 500]: Train Loss:0.00092423, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:35:54,618 - wikidata12k_1n - [INFO] - [E:428| 600]: Train Loss:0.00092424, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:36:57,578 - wikidata12k_1n - [INFO] - [E:428| 700]: Train Loss:0.00092457, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:38:00,580 - wikidata12k_1n - [INFO] - [E:428| 800]: Train Loss:0.0009251, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:39:03,606 - wikidata12k_1n - [INFO] - [E:428| 900]: Train Loss:0.00092512, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:40:06,571 - wikidata12k_1n - [INFO] - [E:428| 1000]: Train Loss:0.00092498, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:41:09,470 - wikidata12k_1n - [INFO] - [E:428| 1100]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:42:12,428 - wikidata12k_1n - [INFO] - [E:428| 1200]: Train Loss:0.00092492, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:43:15,422 - wikidata12k_1n - [INFO] - [E:428| 1300]: Train Loss:0.00092492, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:44:18,394 - wikidata12k_1n - [INFO] - [E:428| 1400]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:45:21,413 - wikidata12k_1n - [INFO] - [E:428| 1500]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:46:24,333 - wikidata12k_1n - [INFO] - [E:428| 1600]: Train Loss:0.00092514, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:47:05,475 - wikidata12k_1n - [INFO] - [Epoch:428]: Training Loss:0.0009251
2023-05-12 14:47:05,693 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 14:47:27,020 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 14:47:39,365 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 14:48:00,862 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 14:48:13,096 - wikidata12k_1n - [INFO] - [Evaluating Epoch 428 valid]:
MRR: Tail : 0.50187, Head : 0.3726, Avg : 0.43724
2023-05-12 14:48:13,097 - wikidata12k_1n - [INFO] - [Epoch 428]: Training Loss: 0.00092507, Valid MRR: 0.44582,
2023-05-12 14:48:13,741 - wikidata12k_1n - [INFO] - [E:429| 0]: Train Loss:0.00091004, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:49:16,685 - wikidata12k_1n - [INFO] - [E:429| 100]: Train Loss:0.00092457, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:50:19,702 - wikidata12k_1n - [INFO] - [E:429| 200]: Train Loss:0.00092469, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:51:22,674 - wikidata12k_1n - [INFO] - [E:429| 300]: Train Loss:0.00092454, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:52:25,665 - wikidata12k_1n - [INFO] - [E:429| 400]: Train Loss:0.00092508, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:53:28,686 - wikidata12k_1n - [INFO] - [E:429| 500]: Train Loss:0.00092487, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:54:31,697 - wikidata12k_1n - [INFO] - [E:429| 600]: Train Loss:0.00092454, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:55:34,652 - wikidata12k_1n - [INFO] - [E:429| 700]: Train Loss:0.00092434, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:56:37,623 - wikidata12k_1n - [INFO] - [E:429| 800]: Train Loss:0.00092498, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:57:40,595 - wikidata12k_1n - [INFO] - [E:429| 900]: Train Loss:0.00092522, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:58:43,563 - wikidata12k_1n - [INFO] - [E:429| 1000]: Train Loss:0.00092508, Val MRR:0.44582, wikidata12k_1n
2023-05-12 14:59:46,526 - wikidata12k_1n - [INFO] - [E:429| 1100]: Train Loss:0.00092455, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:00:49,499 - wikidata12k_1n - [INFO] - [E:429| 1200]: Train Loss:0.00092437, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:01:52,513 - wikidata12k_1n - [INFO] - [E:429| 1300]: Train Loss:0.00092445, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:02:55,490 - wikidata12k_1n - [INFO] - [E:429| 1400]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:03:58,475 - wikidata12k_1n - [INFO] - [E:429| 1500]: Train Loss:0.0009248, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:05:01,421 - wikidata12k_1n - [INFO] - [E:429| 1600]: Train Loss:0.00092509, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:05:42,568 - wikidata12k_1n - [INFO] - [Epoch:429]: Training Loss:0.000925
2023-05-12 15:05:42,784 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 15:06:04,167 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 15:06:16,534 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 15:06:38,044 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 15:06:50,280 - wikidata12k_1n - [INFO] - [Evaluating Epoch 429 valid]:
MRR: Tail : 0.50398, Head : 0.37278, Avg : 0.43838
MR: Tail : 770.53, Head : 958.68, Avg : 864.6
Hit-1: Tail : 0.41677, Head : 0.28612, Avg : 0.35144
Hit-3: Tail : 0.55963, Head : 0.40726, Avg : 0.48345
Hit-10: Tail : 0.65999, Head : 0.55008, Avg : 0.60503
2023-05-12 15:06:50,280 - wikidata12k_1n - [INFO] - [Epoch 429]: Training Loss: 0.00092503, Valid MRR: 0.44582,
2023-05-12 15:06:50,924 - wikidata12k_1n - [INFO] - [E:430| 0]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:07:53,861 - wikidata12k_1n - [INFO] - [E:430| 100]: Train Loss:0.00092568, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:08:56,821 - wikidata12k_1n - [INFO] - [E:430| 200]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:09:59,791 - wikidata12k_1n - [INFO] - [E:430| 300]: Train Loss:0.00092561, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:11:02,852 - wikidata12k_1n - [INFO] - [E:430| 400]: Train Loss:0.00092502, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:12:05,794 - wikidata12k_1n - [INFO] - [E:430| 500]: Train Loss:0.00092484, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:13:08,734 - wikidata12k_1n - [INFO] - [E:430| 600]: Train Loss:0.00092458, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:14:11,675 - wikidata12k_1n - [INFO] - [E:430| 700]: Train Loss:0.00092475, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:15:14,647 - wikidata12k_1n - [INFO] - [E:430| 800]: Train Loss:0.00092428, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:16:17,655 - wikidata12k_1n - [INFO] - [E:430| 900]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:17:20,604 - wikidata12k_1n - [INFO] - [E:430| 1000]: Train Loss:0.00092422, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:18:23,546 - wikidata12k_1n - [INFO] - [E:430| 1100]: Train Loss:0.00092418, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:19:26,579 - wikidata12k_1n - [INFO] - [E:430| 1200]: Train Loss:0.00092444, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:20:29,575 - wikidata12k_1n - [INFO] - [E:430| 1300]: Train Loss:0.00092424, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:21:32,621 - wikidata12k_1n - [INFO] - [E:430| 1400]: Train Loss:0.00092448, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:22:35,620 - wikidata12k_1n - [INFO] - [E:430| 1500]: Train Loss:0.00092483, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:23:38,636 - wikidata12k_1n - [INFO] - [E:430| 1600]: Train Loss:0.00092462, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:24:19,810 - wikidata12k_1n - [INFO] - [Epoch:430]: Training Loss:0.0009247
2023-05-12 15:24:20,027 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 15:24:41,393 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 15:24:53,756 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 15:25:15,318 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 15:25:27,569 - wikidata12k_1n - [INFO] - [Evaluating Epoch 430 valid]:
MRR: Tail : 0.50083, Head : 0.37102, Avg : 0.43592
2023-05-12 15:25:27,569 - wikidata12k_1n - [INFO] - [Epoch 430]: Training Loss: 0.00092467, Valid MRR: 0.44582,
2023-05-12 15:25:28,213 - wikidata12k_1n - [INFO] - [E:431| 0]: Train Loss:0.00091749, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:26:31,154 - wikidata12k_1n - [INFO] - [E:431| 100]: Train Loss:0.00092317, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:27:34,222 - wikidata12k_1n - [INFO] - [E:431| 200]: Train Loss:0.00092347, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:28:37,228 - wikidata12k_1n - [INFO] - [E:431| 300]: Train Loss:0.00092283, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:29:40,199 - wikidata12k_1n - [INFO] - [E:431| 400]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:30:43,124 - wikidata12k_1n - [INFO] - [E:431| 500]: Train Loss:0.00092429, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:31:46,060 - wikidata12k_1n - [INFO] - [E:431| 600]: Train Loss:0.00092409, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:32:49,040 - wikidata12k_1n - [INFO] - [E:431| 700]: Train Loss:0.00092462, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:33:52,009 - wikidata12k_1n - [INFO] - [E:431| 800]: Train Loss:0.00092452, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:34:54,999 - wikidata12k_1n - [INFO] - [E:431| 900]: Train Loss:0.00092485, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:35:58,012 - wikidata12k_1n - [INFO] - [E:431| 1000]: Train Loss:0.00092509, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:37:00,942 - wikidata12k_1n - [INFO] - [E:431| 1100]: Train Loss:0.00092488, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:38:03,922 - wikidata12k_1n - [INFO] - [E:431| 1200]: Train Loss:0.00092491, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:39:06,877 - wikidata12k_1n - [INFO] - [E:431| 1300]: Train Loss:0.00092462, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:40:09,860 - wikidata12k_1n - [INFO] - [E:431| 1400]: Train Loss:0.0009245, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:41:12,840 - wikidata12k_1n - [INFO] - [E:431| 1500]: Train Loss:0.00092441, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:42:15,825 - wikidata12k_1n - [INFO] - [E:431| 1600]: Train Loss:0.00092446, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:42:56,973 - wikidata12k_1n - [INFO] - [Epoch:431]: Training Loss:0.0009247
2023-05-12 15:42:57,189 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 15:43:18,528 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 15:43:30,929 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 15:43:52,449 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 15:44:04,682 - wikidata12k_1n - [INFO] - [Evaluating Epoch 431 valid]:
MRR: Tail : 0.49775, Head : 0.35352, Avg : 0.42563
2023-05-12 15:44:04,682 - wikidata12k_1n - [INFO] - [Epoch 431]: Training Loss: 0.00092474, Valid MRR: 0.44582,
2023-05-12 15:44:05,325 - wikidata12k_1n - [INFO] - [E:432| 0]: Train Loss:0.00091734, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:45:08,297 - wikidata12k_1n - [INFO] - [E:432| 100]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:46:11,214 - wikidata12k_1n - [INFO] - [E:432| 200]: Train Loss:0.00092487, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:47:14,177 - wikidata12k_1n - [INFO] - [E:432| 300]: Train Loss:0.00092496, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:48:17,145 - wikidata12k_1n - [INFO] - [E:432| 400]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:49:20,131 - wikidata12k_1n - [INFO] - [E:432| 500]: Train Loss:0.00092421, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:50:23,115 - wikidata12k_1n - [INFO] - [E:432| 600]: Train Loss:0.00092402, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:51:26,084 - wikidata12k_1n - [INFO] - [E:432| 700]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:52:29,155 - wikidata12k_1n - [INFO] - [E:432| 800]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:53:32,143 - wikidata12k_1n - [INFO] - [E:432| 900]: Train Loss:0.00092419, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:54:35,148 - wikidata12k_1n - [INFO] - [E:432| 1000]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:55:38,104 - wikidata12k_1n - [INFO] - [E:432| 1100]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:56:40,962 - wikidata12k_1n - [INFO] - [E:432| 1200]: Train Loss:0.00092405, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:57:43,854 - wikidata12k_1n - [INFO] - [E:432| 1300]: Train Loss:0.00092404, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:58:46,751 - wikidata12k_1n - [INFO] - [E:432| 1400]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n
2023-05-12 15:59:49,643 - wikidata12k_1n - [INFO] - [E:432| 1500]: Train Loss:0.00092411, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:00:52,684 - wikidata12k_1n - [INFO] - [E:432| 1600]: Train Loss:0.00092431, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:01:33,876 - wikidata12k_1n - [INFO] - [Epoch:432]: Training Loss:0.0009247
2023-05-12 16:01:34,094 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 16:01:55,431 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 16:02:07,804 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 16:02:29,313 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 16:02:41,546 - wikidata12k_1n - [INFO] - [Evaluating Epoch 432 valid]:
MRR: Tail : 0.50491, Head : 0.35528, Avg : 0.43009
2023-05-12 16:02:41,546 - wikidata12k_1n - [INFO] - [Epoch 432]: Training Loss: 0.00092467, Valid MRR: 0.44582,
2023-05-12 16:02:42,189 - wikidata12k_1n - [INFO] - [E:433| 0]: Train Loss:0.00090413, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:03:45,183 - wikidata12k_1n - [INFO] - [E:433| 100]: Train Loss:0.00092879, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:04:48,174 - wikidata12k_1n - [INFO] - [E:433| 200]: Train Loss:0.00092562, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:05:51,127 - wikidata12k_1n - [INFO] - [E:433| 300]: Train Loss:0.00092591, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:06:54,091 - wikidata12k_1n - [INFO] - [E:433| 400]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:07:57,033 - wikidata12k_1n - [INFO] - [E:433| 500]: Train Loss:0.00092478, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:09:00,050 - wikidata12k_1n - [INFO] - [E:433| 600]: Train Loss:0.00092497, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:10:03,072 - wikidata12k_1n - [INFO] - [E:433| 700]: Train Loss:0.00092589, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:11:06,071 - wikidata12k_1n - [INFO] - [E:433| 800]: Train Loss:0.00092581, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:12:09,060 - wikidata12k_1n - [INFO] - [E:433| 900]: Train Loss:0.0009255, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:13:12,058 - wikidata12k_1n - [INFO] - [E:433| 1000]: Train Loss:0.00092588, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:14:15,034 - wikidata12k_1n - [INFO] - [E:433| 1100]: Train Loss:0.00092581, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:15:18,017 - wikidata12k_1n - [INFO] - [E:433| 1200]: Train Loss:0.00092552, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:16:20,984 - wikidata12k_1n - [INFO] - [E:433| 1300]: Train Loss:0.0009252, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:17:24,035 - wikidata12k_1n - [INFO] - [E:433| 1400]: Train Loss:0.00092488, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:18:26,944 - wikidata12k_1n - [INFO] - [E:433| 1500]: Train Loss:0.00092507, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:19:29,878 - wikidata12k_1n - [INFO] - [E:433| 1600]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:20:11,084 - wikidata12k_1n - [INFO] - [Epoch:433]: Training Loss:0.000925
2023-05-12 16:20:11,301 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 16:20:32,634 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 16:20:44,986 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 16:21:06,497 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 16:21:18,730 - wikidata12k_1n - [INFO] - [Evaluating Epoch 433 valid]:
MRR: Tail : 0.50642, Head : 0.35414, Avg : 0.43028
2023-05-12 16:21:18,730 - wikidata12k_1n - [INFO] - [Epoch 433]: Training Loss: 0.00092501, Valid MRR: 0.44582,
2023-05-12 16:21:19,373 - wikidata12k_1n - [INFO] - [E:434| 0]: Train Loss:0.0009365, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:22:22,322 - wikidata12k_1n - [INFO] - [E:434| 100]: Train Loss:0.00092644, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:23:25,249 - wikidata12k_1n - [INFO] - [E:434| 200]: Train Loss:0.00092508, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:24:28,107 - wikidata12k_1n - [INFO] - [E:434| 300]: Train Loss:0.0009246, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:25:31,108 - wikidata12k_1n - [INFO] - [E:434| 400]: Train Loss:0.00092495, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:26:34,036 - wikidata12k_1n - [INFO] - [E:434| 500]: Train Loss:0.00092513, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:27:36,963 - wikidata12k_1n - [INFO] - [E:434| 600]: Train Loss:0.00092512, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:28:39,947 - wikidata12k_1n - [INFO] - [E:434| 700]: Train Loss:0.00092528, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:29:42,897 - wikidata12k_1n - [INFO] - [E:434| 800]: Train Loss:0.00092547, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:30:45,852 - wikidata12k_1n - [INFO] - [E:434| 900]: Train Loss:0.00092523, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:31:48,822 - wikidata12k_1n - [INFO] - [E:434| 1000]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:32:51,778 - wikidata12k_1n - [INFO] - [E:434| 1100]: Train Loss:0.00092481, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:33:54,827 - wikidata12k_1n - [INFO] - [E:434| 1200]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:34:57,814 - wikidata12k_1n - [INFO] - [E:434| 1300]: Train Loss:0.00092458, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:36:00,786 - wikidata12k_1n - [INFO] - [E:434| 1400]: Train Loss:0.00092476, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:37:03,789 - wikidata12k_1n - [INFO] - [E:434| 1500]: Train Loss:0.00092481, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:38:06,784 - wikidata12k_1n - [INFO] - [E:434| 1600]: Train Loss:0.00092476, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:38:47,915 - wikidata12k_1n - [INFO] - [Epoch:434]: Training Loss:0.0009248
2023-05-12 16:38:48,130 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 16:39:09,467 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 16:39:21,815 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 16:39:43,307 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 16:39:55,531 - wikidata12k_1n - [INFO] - [Evaluating Epoch 434 valid]:
MRR: Tail : 0.5102, Head : 0.36815, Avg : 0.43918
2023-05-12 16:39:55,531 - wikidata12k_1n - [INFO] - [Epoch 434]: Training Loss: 0.00092482, Valid MRR: 0.44582,
2023-05-12 16:39:56,174 - wikidata12k_1n - [INFO] - [E:435| 0]: Train Loss:0.00092862, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:40:59,131 - wikidata12k_1n - [INFO] - [E:435| 100]: Train Loss:0.00093051, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:42:02,152 - wikidata12k_1n - [INFO] - [E:435| 200]: Train Loss:0.00092636, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:43:05,142 - wikidata12k_1n - [INFO] - [E:435| 300]: Train Loss:0.00092555, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:44:08,140 - wikidata12k_1n - [INFO] - [E:435| 400]: Train Loss:0.00092471, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:45:11,124 - wikidata12k_1n - [INFO] - [E:435| 500]: Train Loss:0.00092433, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:46:14,100 - wikidata12k_1n - [INFO] - [E:435| 600]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:47:17,021 - wikidata12k_1n - [INFO] - [E:435| 700]: Train Loss:0.00092432, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:48:20,008 - wikidata12k_1n - [INFO] - [E:435| 800]: Train Loss:0.00092452, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:49:22,882 - wikidata12k_1n - [INFO] - [E:435| 900]: Train Loss:0.00092468, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:50:25,907 - wikidata12k_1n - [INFO] - [E:435| 1000]: Train Loss:0.00092487, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:51:28,869 - wikidata12k_1n - [INFO] - [E:435| 1100]: Train Loss:0.00092477, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:52:31,866 - wikidata12k_1n - [INFO] - [E:435| 1200]: Train Loss:0.00092474, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:53:34,829 - wikidata12k_1n - [INFO] - [E:435| 1300]: Train Loss:0.00092489, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:54:37,782 - wikidata12k_1n - [INFO] - [E:435| 1400]: Train Loss:0.00092489, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:55:40,736 - wikidata12k_1n - [INFO] - [E:435| 1500]: Train Loss:0.00092474, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:56:43,703 - wikidata12k_1n - [INFO] - [E:435| 1600]: Train Loss:0.00092466, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:57:24,809 - wikidata12k_1n - [INFO] - [Epoch:435]: Training Loss:0.0009247
2023-05-12 16:57:25,024 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 16:57:46,345 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 16:57:58,705 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 16:58:20,229 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 16:58:32,510 - wikidata12k_1n - [INFO] - [Evaluating Epoch 435 valid]:
MRR: Tail : 0.50787, Head : 0.36567, Avg : 0.43677
2023-05-12 16:58:32,511 - wikidata12k_1n - [INFO] - [Epoch 435]: Training Loss: 0.00092469, Valid MRR: 0.44582,
2023-05-12 16:58:33,161 - wikidata12k_1n - [INFO] - [E:436| 0]: Train Loss:0.00091822, Val MRR:0.44582, wikidata12k_1n
2023-05-12 16:59:36,176 - wikidata12k_1n - [INFO] - [E:436| 100]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:00:39,122 - wikidata12k_1n - [INFO] - [E:436| 200]: Train Loss:0.00092483, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:01:42,073 - wikidata12k_1n - [INFO] - [E:436| 300]: Train Loss:0.00092436, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:02:45,040 - wikidata12k_1n - [INFO] - [E:436| 400]: Train Loss:0.00092441, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:03:48,029 - wikidata12k_1n - [INFO] - [E:436| 500]: Train Loss:0.00092427, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:04:50,988 - wikidata12k_1n - [INFO] - [E:436| 600]: Train Loss:0.00092425, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:05:53,988 - wikidata12k_1n - [INFO] - [E:436| 700]: Train Loss:0.00092456, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:06:57,067 - wikidata12k_1n - [INFO] - [E:436| 800]: Train Loss:0.00092471, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:08:00,092 - wikidata12k_1n - [INFO] - [E:436| 900]: Train Loss:0.00092431, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:09:03,019 - wikidata12k_1n - [INFO] - [E:436| 1000]: Train Loss:0.00092426, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:10:06,018 - wikidata12k_1n - [INFO] - [E:436| 1100]: Train Loss:0.00092436, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:11:09,024 - wikidata12k_1n - [INFO] - [E:436| 1200]: Train Loss:0.00092442, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:12:12,023 - wikidata12k_1n - [INFO] - [E:436| 1300]: Train Loss:0.00092437, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:13:15,013 - wikidata12k_1n - [INFO] - [E:436| 1400]: Train Loss:0.00092449, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:14:17,973 - wikidata12k_1n - [INFO] - [E:436| 1500]: Train Loss:0.00092462, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:15:20,995 - wikidata12k_1n - [INFO] - [E:436| 1600]: Train Loss:0.00092467, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:16:02,146 - wikidata12k_1n - [INFO] - [Epoch:436]: Training Loss:0.0009246
2023-05-12 17:16:02,363 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 17:16:23,718 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 17:16:36,088 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 17:16:57,622 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 17:17:09,872 - wikidata12k_1n - [INFO] - [Evaluating Epoch 436 valid]:
MRR: Tail : 0.50608, Head : 0.36661, Avg : 0.43634
2023-05-12 17:17:09,872 - wikidata12k_1n - [INFO] - [Epoch 436]: Training Loss: 0.00092462, Valid MRR: 0.44582,
2023-05-12 17:17:10,518 - wikidata12k_1n - [INFO] - [E:437| 0]: Train Loss:0.00094669, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:18:13,518 - wikidata12k_1n - [INFO] - [E:437| 100]: Train Loss:0.00092344, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:19:16,502 - wikidata12k_1n - [INFO] - [E:437| 200]: Train Loss:0.00092439, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:20:19,447 - wikidata12k_1n - [INFO] - [E:437| 300]: Train Loss:0.00092405, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:21:22,420 - wikidata12k_1n - [INFO] - [E:437| 400]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:22:25,385 - wikidata12k_1n - [INFO] - [E:437| 500]: Train Loss:0.00092412, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:23:28,360 - wikidata12k_1n - [INFO] - [E:437| 600]: Train Loss:0.0009239, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:24:31,385 - wikidata12k_1n - [INFO] - [E:437| 700]: Train Loss:0.00092425, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:25:34,353 - wikidata12k_1n - [INFO] - [E:437| 800]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:26:37,405 - wikidata12k_1n - [INFO] - [E:437| 900]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:27:40,359 - wikidata12k_1n - [INFO] - [E:437| 1000]: Train Loss:0.00092356, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:28:43,397 - wikidata12k_1n - [INFO] - [E:437| 1100]: Train Loss:0.0009238, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:29:46,423 - wikidata12k_1n - [INFO] - [E:437| 1200]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:30:49,384 - wikidata12k_1n - [INFO] - [E:437| 1300]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:31:52,373 - wikidata12k_1n - [INFO] - [E:437| 1400]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:32:55,322 - wikidata12k_1n - [INFO] - [E:437| 1500]: Train Loss:0.00092427, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:33:58,320 - wikidata12k_1n - [INFO] - [E:437| 1600]: Train Loss:0.00092439, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:34:39,411 - wikidata12k_1n - [INFO] - [Epoch:437]: Training Loss:0.0009245
2023-05-12 17:34:39,628 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 17:35:00,970 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 17:35:13,317 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 17:35:34,812 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 17:35:47,038 - wikidata12k_1n - [INFO] - [Evaluating Epoch 437 valid]:
MRR: Tail : 0.50788, Head : 0.3541, Avg : 0.43099
2023-05-12 17:35:47,038 - wikidata12k_1n - [INFO] - [Epoch 437]: Training Loss: 0.00092446, Valid MRR: 0.44582,
2023-05-12 17:35:47,684 - wikidata12k_1n - [INFO] - [E:438| 0]: Train Loss:0.0009416, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:36:50,567 - wikidata12k_1n - [INFO] - [E:438| 100]: Train Loss:0.00092496, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:37:53,488 - wikidata12k_1n - [INFO] - [E:438| 200]: Train Loss:0.00092597, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:38:56,441 - wikidata12k_1n - [INFO] - [E:438| 300]: Train Loss:0.00092544, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:39:59,440 - wikidata12k_1n - [INFO] - [E:438| 400]: Train Loss:0.00092509, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:41:02,411 - wikidata12k_1n - [INFO] - [E:438| 500]: Train Loss:0.00092442, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:42:05,320 - wikidata12k_1n - [INFO] - [E:438| 600]: Train Loss:0.00092408, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:43:08,290 - wikidata12k_1n - [INFO] - [E:438| 700]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:44:11,254 - wikidata12k_1n - [INFO] - [E:438| 800]: Train Loss:0.00092369, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:45:14,195 - wikidata12k_1n - [INFO] - [E:438| 900]: Train Loss:0.0009239, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:46:17,133 - wikidata12k_1n - [INFO] - [E:438| 1000]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:47:20,055 - wikidata12k_1n - [INFO] - [E:438| 1100]: Train Loss:0.00092406, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:48:23,012 - wikidata12k_1n - [INFO] - [E:438| 1200]: Train Loss:0.00092435, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:49:25,997 - wikidata12k_1n - [INFO] - [E:438| 1300]: Train Loss:0.00092424, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:50:28,963 - wikidata12k_1n - [INFO] - [E:438| 1400]: Train Loss:0.00092444, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:51:31,932 - wikidata12k_1n - [INFO] - [E:438| 1500]: Train Loss:0.00092451, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:52:34,900 - wikidata12k_1n - [INFO] - [E:438| 1600]: Train Loss:0.00092448, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:53:16,064 - wikidata12k_1n - [INFO] - [Epoch:438]: Training Loss:0.0009244
2023-05-12 17:53:16,281 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 17:53:37,601 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 17:53:49,942 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 17:54:11,448 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 17:54:23,670 - wikidata12k_1n - [INFO] - [Evaluating Epoch 438 valid]:
MRR: Tail : 0.50873, Head : 0.36947, Avg : 0.4391
2023-05-12 17:54:23,670 - wikidata12k_1n - [INFO] - [Epoch 438]: Training Loss: 0.00092444, Valid MRR: 0.44582,
2023-05-12 17:54:24,314 - wikidata12k_1n - [INFO] - [E:439| 0]: Train Loss:0.00090659, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:55:27,267 - wikidata12k_1n - [INFO] - [E:439| 100]: Train Loss:0.00092085, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:56:30,197 - wikidata12k_1n - [INFO] - [E:439| 200]: Train Loss:0.0009217, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:57:33,246 - wikidata12k_1n - [INFO] - [E:439| 300]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:58:36,183 - wikidata12k_1n - [INFO] - [E:439| 400]: Train Loss:0.00092343, Val MRR:0.44582, wikidata12k_1n
2023-05-12 17:59:39,192 - wikidata12k_1n - [INFO] - [E:439| 500]: Train Loss:0.00092419, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:00:42,108 - wikidata12k_1n - [INFO] - [E:439| 600]: Train Loss:0.0009248, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:01:45,034 - wikidata12k_1n - [INFO] - [E:439| 700]: Train Loss:0.00092448, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:02:47,967 - wikidata12k_1n - [INFO] - [E:439| 800]: Train Loss:0.00092428, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:03:50,943 - wikidata12k_1n - [INFO] - [E:439| 900]: Train Loss:0.00092417, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:04:53,876 - wikidata12k_1n - [INFO] - [E:439| 1000]: Train Loss:0.00092405, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:05:56,945 - wikidata12k_1n - [INFO] - [E:439| 1100]: Train Loss:0.00092411, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:06:59,916 - wikidata12k_1n - [INFO] - [E:439| 1200]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:08:02,887 - wikidata12k_1n - [INFO] - [E:439| 1300]: Train Loss:0.00092417, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:09:05,855 - wikidata12k_1n - [INFO] - [E:439| 1400]: Train Loss:0.00092422, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:10:08,849 - wikidata12k_1n - [INFO] - [E:439| 1500]: Train Loss:0.00092415, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:11:11,822 - wikidata12k_1n - [INFO] - [E:439| 1600]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:11:52,971 - wikidata12k_1n - [INFO] - [Epoch:439]: Training Loss:0.0009246
2023-05-12 18:11:53,187 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 18:12:14,512 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 18:12:26,859 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 18:12:48,355 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 18:13:00,595 - wikidata12k_1n - [INFO] - [Evaluating Epoch 439 valid]:
MRR: Tail : 0.50547, Head : 0.36646, Avg : 0.43596
MR: Tail : 784.88, Head : 956.22, Avg : 870.55
Hit-1: Tail : 0.42335, Head : 0.2696, Avg : 0.34647
Hit-3: Tail : 0.55052, Head : 0.4178, Avg : 0.48416
Hit-10: Tail : 0.65989, Head : 0.55354, Avg : 0.60672
2023-05-12 18:13:00,595 - wikidata12k_1n - [INFO] - [Epoch 439]: Training Loss: 0.00092458, Valid MRR: 0.44582,
2023-05-12 18:13:01,250 - wikidata12k_1n - [INFO] - [E:440| 0]: Train Loss:0.0009098, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:14:04,307 - wikidata12k_1n - [INFO] - [E:440| 100]: Train Loss:0.00092405, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:15:07,300 - wikidata12k_1n - [INFO] - [E:440| 200]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:16:10,232 - wikidata12k_1n - [INFO] - [E:440| 300]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:17:13,081 - wikidata12k_1n - [INFO] - [E:440| 400]: Train Loss:0.0009235, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:18:15,934 - wikidata12k_1n - [INFO] - [E:440| 500]: Train Loss:0.00092313, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:19:18,832 - wikidata12k_1n - [INFO] - [E:440| 600]: Train Loss:0.00092344, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:20:21,765 - wikidata12k_1n - [INFO] - [E:440| 700]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:21:24,746 - wikidata12k_1n - [INFO] - [E:440| 800]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:22:27,791 - wikidata12k_1n - [INFO] - [E:440| 900]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:23:30,779 - wikidata12k_1n - [INFO] - [E:440| 1000]: Train Loss:0.00092402, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:24:33,791 - wikidata12k_1n - [INFO] - [E:440| 1100]: Train Loss:0.00092481, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:25:36,777 - wikidata12k_1n - [INFO] - [E:440| 1200]: Train Loss:0.00092511, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:26:39,746 - wikidata12k_1n - [INFO] - [E:440| 1300]: Train Loss:0.00092487, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:27:42,733 - wikidata12k_1n - [INFO] - [E:440| 1400]: Train Loss:0.00092478, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:28:45,725 - wikidata12k_1n - [INFO] - [E:440| 1500]: Train Loss:0.00092464, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:29:48,669 - wikidata12k_1n - [INFO] - [E:440| 1600]: Train Loss:0.00092459, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:30:29,870 - wikidata12k_1n - [INFO] - [Epoch:440]: Training Loss:0.0009245
2023-05-12 18:30:30,087 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 18:30:51,415 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 18:31:03,765 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 18:31:25,254 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 18:31:37,476 - wikidata12k_1n - [INFO] - [Evaluating Epoch 440 valid]:
MRR: Tail : 0.50437, Head : 0.36476, Avg : 0.43456
2023-05-12 18:31:37,477 - wikidata12k_1n - [INFO] - [Epoch 440]: Training Loss: 0.00092448, Valid MRR: 0.44582,
2023-05-12 18:31:38,121 - wikidata12k_1n - [INFO] - [E:441| 0]: Train Loss:0.0009134, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:32:41,078 - wikidata12k_1n - [INFO] - [E:441| 100]: Train Loss:0.00092584, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:33:43,949 - wikidata12k_1n - [INFO] - [E:441| 200]: Train Loss:0.00092564, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:34:46,884 - wikidata12k_1n - [INFO] - [E:441| 300]: Train Loss:0.00092552, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:35:49,806 - wikidata12k_1n - [INFO] - [E:441| 400]: Train Loss:0.00092616, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:36:52,622 - wikidata12k_1n - [INFO] - [E:441| 500]: Train Loss:0.00092568, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:37:55,538 - wikidata12k_1n - [INFO] - [E:441| 600]: Train Loss:0.00092594, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:38:58,587 - wikidata12k_1n - [INFO] - [E:441| 700]: Train Loss:0.00092526, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:40:01,518 - wikidata12k_1n - [INFO] - [E:441| 800]: Train Loss:0.00092473, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:41:04,482 - wikidata12k_1n - [INFO] - [E:441| 900]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:42:07,421 - wikidata12k_1n - [INFO] - [E:441| 1000]: Train Loss:0.00092424, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:43:10,261 - wikidata12k_1n - [INFO] - [E:441| 1100]: Train Loss:0.00092414, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:44:13,093 - wikidata12k_1n - [INFO] - [E:441| 1200]: Train Loss:0.0009241, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:45:16,016 - wikidata12k_1n - [INFO] - [E:441| 1300]: Train Loss:0.00092415, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:46:18,944 - wikidata12k_1n - [INFO] - [E:441| 1400]: Train Loss:0.00092425, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:47:21,971 - wikidata12k_1n - [INFO] - [E:441| 1500]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:48:24,951 - wikidata12k_1n - [INFO] - [E:441| 1600]: Train Loss:0.00092426, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:49:06,107 - wikidata12k_1n - [INFO] - [Epoch:441]: Training Loss:0.0009246
2023-05-12 18:49:06,323 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 18:49:27,631 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 18:49:39,979 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 18:50:01,487 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 18:50:13,709 - wikidata12k_1n - [INFO] - [Evaluating Epoch 441 valid]:
MRR: Tail : 0.50841, Head : 0.37346, Avg : 0.44093
2023-05-12 18:50:13,709 - wikidata12k_1n - [INFO] - [Epoch 441]: Training Loss: 0.0009246, Valid MRR: 0.44582,
2023-05-12 18:50:14,352 - wikidata12k_1n - [INFO] - [E:442| 0]: Train Loss:0.00090866, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:51:17,332 - wikidata12k_1n - [INFO] - [E:442| 100]: Train Loss:0.00092838, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:52:20,299 - wikidata12k_1n - [INFO] - [E:442| 200]: Train Loss:0.0009262, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:53:23,271 - wikidata12k_1n - [INFO] - [E:442| 300]: Train Loss:0.00092596, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:54:26,229 - wikidata12k_1n - [INFO] - [E:442| 400]: Train Loss:0.00092511, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:55:29,295 - wikidata12k_1n - [INFO] - [E:442| 500]: Train Loss:0.00092385, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:56:32,264 - wikidata12k_1n - [INFO] - [E:442| 600]: Train Loss:0.0009238, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:57:35,178 - wikidata12k_1n - [INFO] - [E:442| 700]: Train Loss:0.00092406, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:58:38,105 - wikidata12k_1n - [INFO] - [E:442| 800]: Train Loss:0.00092455, Val MRR:0.44582, wikidata12k_1n
2023-05-12 18:59:41,110 - wikidata12k_1n - [INFO] - [E:442| 900]: Train Loss:0.00092439, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:00:44,049 - wikidata12k_1n - [INFO] - [E:442| 1000]: Train Loss:0.00092434, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:01:46,924 - wikidata12k_1n - [INFO] - [E:442| 1100]: Train Loss:0.00092421, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:02:49,876 - wikidata12k_1n - [INFO] - [E:442| 1200]: Train Loss:0.00092422, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:03:52,924 - wikidata12k_1n - [INFO] - [E:442| 1300]: Train Loss:0.00092427, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:04:55,850 - wikidata12k_1n - [INFO] - [E:442| 1400]: Train Loss:0.00092447, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:05:58,768 - wikidata12k_1n - [INFO] - [E:442| 1500]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:07:01,648 - wikidata12k_1n - [INFO] - [E:442| 1600]: Train Loss:0.00092432, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:07:42,729 - wikidata12k_1n - [INFO] - [Epoch:442]: Training Loss:0.0009244
2023-05-12 19:07:42,944 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 19:08:04,253 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 19:08:16,587 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 19:08:38,067 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 19:08:50,281 - wikidata12k_1n - [INFO] - [Evaluating Epoch 442 valid]:
MRR: Tail : 0.50722, Head : 0.37426, Avg : 0.44074
2023-05-12 19:08:50,281 - wikidata12k_1n - [INFO] - [Epoch 442]: Training Loss: 0.00092435, Valid MRR: 0.44582,
2023-05-12 19:08:50,925 - wikidata12k_1n - [INFO] - [E:443| 0]: Train Loss:0.00093305, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:09:53,804 - wikidata12k_1n - [INFO] - [E:443| 100]: Train Loss:0.00092445, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:10:56,758 - wikidata12k_1n - [INFO] - [E:443| 200]: Train Loss:0.00092412, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:11:59,747 - wikidata12k_1n - [INFO] - [E:443| 300]: Train Loss:0.00092354, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:13:02,696 - wikidata12k_1n - [INFO] - [E:443| 400]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:14:05,660 - wikidata12k_1n - [INFO] - [E:443| 500]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:15:08,606 - wikidata12k_1n - [INFO] - [E:443| 600]: Train Loss:0.00092354, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:16:11,562 - wikidata12k_1n - [INFO] - [E:443| 700]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:17:14,490 - wikidata12k_1n - [INFO] - [E:443| 800]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:18:17,458 - wikidata12k_1n - [INFO] - [E:443| 900]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:19:20,417 - wikidata12k_1n - [INFO] - [E:443| 1000]: Train Loss:0.00092316, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:20:23,460 - wikidata12k_1n - [INFO] - [E:443| 1100]: Train Loss:0.00092335, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:21:26,428 - wikidata12k_1n - [INFO] - [E:443| 1200]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:22:29,349 - wikidata12k_1n - [INFO] - [E:443| 1300]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:23:32,224 - wikidata12k_1n - [INFO] - [E:443| 1400]: Train Loss:0.00092393, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:24:35,160 - wikidata12k_1n - [INFO] - [E:443| 1500]: Train Loss:0.00092405, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:25:38,012 - wikidata12k_1n - [INFO] - [E:443| 1600]: Train Loss:0.00092409, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:26:19,165 - wikidata12k_1n - [INFO] - [Epoch:443]: Training Loss:0.0009242
2023-05-12 19:26:19,381 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 19:26:40,699 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 19:26:53,062 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 19:27:14,558 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 19:27:26,780 - wikidata12k_1n - [INFO] - [Evaluating Epoch 443 valid]:
MRR: Tail : 0.50534, Head : 0.37294, Avg : 0.43914
2023-05-12 19:27:26,780 - wikidata12k_1n - [INFO] - [Epoch 443]: Training Loss: 0.00092423, Valid MRR: 0.44582,
2023-05-12 19:27:27,427 - wikidata12k_1n - [INFO] - [E:444| 0]: Train Loss:0.00091111, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:28:30,462 - wikidata12k_1n - [INFO] - [E:444| 100]: Train Loss:0.0009222, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:29:33,424 - wikidata12k_1n - [INFO] - [E:444| 200]: Train Loss:0.00092385, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:30:36,298 - wikidata12k_1n - [INFO] - [E:444| 300]: Train Loss:0.00092297, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:31:39,189 - wikidata12k_1n - [INFO] - [E:444| 400]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:32:42,048 - wikidata12k_1n - [INFO] - [E:444| 500]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:33:44,956 - wikidata12k_1n - [INFO] - [E:444| 600]: Train Loss:0.00092486, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:34:47,914 - wikidata12k_1n - [INFO] - [E:444| 700]: Train Loss:0.00092474, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:35:50,885 - wikidata12k_1n - [INFO] - [E:444| 800]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:36:53,951 - wikidata12k_1n - [INFO] - [E:444| 900]: Train Loss:0.00092445, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:37:56,829 - wikidata12k_1n - [INFO] - [E:444| 1000]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:38:59,804 - wikidata12k_1n - [INFO] - [E:444| 1100]: Train Loss:0.00092411, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:40:02,725 - wikidata12k_1n - [INFO] - [E:444| 1200]: Train Loss:0.00092428, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:41:05,621 - wikidata12k_1n - [INFO] - [E:444| 1300]: Train Loss:0.0009245, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:42:08,475 - wikidata12k_1n - [INFO] - [E:444| 1400]: Train Loss:0.00092465, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:43:11,353 - wikidata12k_1n - [INFO] - [E:444| 1500]: Train Loss:0.00092452, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:44:14,189 - wikidata12k_1n - [INFO] - [E:444| 1600]: Train Loss:0.00092444, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:44:55,232 - wikidata12k_1n - [INFO] - [Epoch:444]: Training Loss:0.0009243
2023-05-12 19:44:55,448 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 19:45:16,792 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 19:45:29,137 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 19:45:50,623 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 19:46:02,833 - wikidata12k_1n - [INFO] - [Evaluating Epoch 444 valid]:
MRR: Tail : 0.50855, Head : 0.35327, Avg : 0.43091
2023-05-12 19:46:02,834 - wikidata12k_1n - [INFO] - [Epoch 444]: Training Loss: 0.00092435, Valid MRR: 0.44582,
2023-05-12 19:46:03,475 - wikidata12k_1n - [INFO] - [E:445| 0]: Train Loss:0.00089555, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:47:06,320 - wikidata12k_1n - [INFO] - [E:445| 100]: Train Loss:0.00091895, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:48:09,208 - wikidata12k_1n - [INFO] - [E:445| 200]: Train Loss:0.00092123, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:49:12,121 - wikidata12k_1n - [INFO] - [E:445| 300]: Train Loss:0.00092334, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:50:15,081 - wikidata12k_1n - [INFO] - [E:445| 400]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:51:18,037 - wikidata12k_1n - [INFO] - [E:445| 500]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:52:20,947 - wikidata12k_1n - [INFO] - [E:445| 600]: Train Loss:0.00092444, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:53:23,880 - wikidata12k_1n - [INFO] - [E:445| 700]: Train Loss:0.00092402, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:54:26,883 - wikidata12k_1n - [INFO] - [E:445| 800]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:55:29,847 - wikidata12k_1n - [INFO] - [E:445| 900]: Train Loss:0.00092401, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:56:32,819 - wikidata12k_1n - [INFO] - [E:445| 1000]: Train Loss:0.00092385, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:57:35,795 - wikidata12k_1n - [INFO] - [E:445| 1100]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:58:38,779 - wikidata12k_1n - [INFO] - [E:445| 1200]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n
2023-05-12 19:59:41,703 - wikidata12k_1n - [INFO] - [E:445| 1300]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:00:44,676 - wikidata12k_1n - [INFO] - [E:445| 1400]: Train Loss:0.0009239, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:01:47,597 - wikidata12k_1n - [INFO] - [E:445| 1500]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:02:50,588 - wikidata12k_1n - [INFO] - [E:445| 1600]: Train Loss:0.00092431, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:03:31,723 - wikidata12k_1n - [INFO] - [Epoch:445]: Training Loss:0.0009243
2023-05-12 20:03:31,939 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 20:03:53,268 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 20:04:05,608 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 20:04:27,091 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 20:04:39,319 - wikidata12k_1n - [INFO] - [Evaluating Epoch 445 valid]:
MRR: Tail : 0.50458, Head : 0.37041, Avg : 0.43749
2023-05-12 20:04:39,319 - wikidata12k_1n - [INFO] - [Epoch 445]: Training Loss: 0.00092435, Valid MRR: 0.44582,
2023-05-12 20:04:39,962 - wikidata12k_1n - [INFO] - [E:446| 0]: Train Loss:0.00090626, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:05:42,908 - wikidata12k_1n - [INFO] - [E:446| 100]: Train Loss:0.00092563, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:06:45,862 - wikidata12k_1n - [INFO] - [E:446| 200]: Train Loss:0.00092507, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:07:48,823 - wikidata12k_1n - [INFO] - [E:446| 300]: Train Loss:0.00092479, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:08:51,792 - wikidata12k_1n - [INFO] - [E:446| 400]: Train Loss:0.00092392, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:09:54,764 - wikidata12k_1n - [INFO] - [E:446| 500]: Train Loss:0.00092345, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:10:57,757 - wikidata12k_1n - [INFO] - [E:446| 600]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:12:00,652 - wikidata12k_1n - [INFO] - [E:446| 700]: Train Loss:0.00092379, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:13:03,522 - wikidata12k_1n - [INFO] - [E:446| 800]: Train Loss:0.00092432, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:14:06,385 - wikidata12k_1n - [INFO] - [E:446| 900]: Train Loss:0.00092439, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:15:09,308 - wikidata12k_1n - [INFO] - [E:446| 1000]: Train Loss:0.00092451, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:16:12,268 - wikidata12k_1n - [INFO] - [E:446| 1100]: Train Loss:0.00092441, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:17:15,250 - wikidata12k_1n - [INFO] - [E:446| 1200]: Train Loss:0.00092419, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:18:18,271 - wikidata12k_1n - [INFO] - [E:446| 1300]: Train Loss:0.00092437, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:19:21,265 - wikidata12k_1n - [INFO] - [E:446| 1400]: Train Loss:0.00092428, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:20:24,124 - wikidata12k_1n - [INFO] - [E:446| 1500]: Train Loss:0.00092433, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:21:26,996 - wikidata12k_1n - [INFO] - [E:446| 1600]: Train Loss:0.00092445, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:22:08,078 - wikidata12k_1n - [INFO] - [Epoch:446]: Training Loss:0.0009244
2023-05-12 20:22:08,293 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 20:22:29,600 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 20:22:41,944 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 20:23:03,432 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 20:23:15,645 - wikidata12k_1n - [INFO] - [Evaluating Epoch 446 valid]:
MRR: Tail : 0.51181, Head : 0.37159, Avg : 0.4417
2023-05-12 20:23:15,645 - wikidata12k_1n - [INFO] - [Epoch 446]: Training Loss: 0.00092445, Valid MRR: 0.44582,
2023-05-12 20:23:16,290 - wikidata12k_1n - [INFO] - [E:447| 0]: Train Loss:0.00091208, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:24:19,186 - wikidata12k_1n - [INFO] - [E:447| 100]: Train Loss:0.00092703, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:25:22,036 - wikidata12k_1n - [INFO] - [E:447| 200]: Train Loss:0.00092574, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:26:24,889 - wikidata12k_1n - [INFO] - [E:447| 300]: Train Loss:0.0009246, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:27:27,878 - wikidata12k_1n - [INFO] - [E:447| 400]: Train Loss:0.00092497, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:28:30,837 - wikidata12k_1n - [INFO] - [E:447| 500]: Train Loss:0.00092469, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:29:33,785 - wikidata12k_1n - [INFO] - [E:447| 600]: Train Loss:0.00092477, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:30:36,739 - wikidata12k_1n - [INFO] - [E:447| 700]: Train Loss:0.00092425, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:31:39,693 - wikidata12k_1n - [INFO] - [E:447| 800]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:32:42,630 - wikidata12k_1n - [INFO] - [E:447| 900]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:33:45,456 - wikidata12k_1n - [INFO] - [E:447| 1000]: Train Loss:0.00092442, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:34:48,334 - wikidata12k_1n - [INFO] - [E:447| 1100]: Train Loss:0.0009245, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:35:51,318 - wikidata12k_1n - [INFO] - [E:447| 1200]: Train Loss:0.0009245, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:36:54,283 - wikidata12k_1n - [INFO] - [E:447| 1300]: Train Loss:0.00092442, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:37:57,243 - wikidata12k_1n - [INFO] - [E:447| 1400]: Train Loss:0.00092435, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:39:00,198 - wikidata12k_1n - [INFO] - [E:447| 1500]: Train Loss:0.00092445, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:40:03,164 - wikidata12k_1n - [INFO] - [E:447| 1600]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:40:44,318 - wikidata12k_1n - [INFO] - [Epoch:447]: Training Loss:0.0009244
2023-05-12 20:40:44,536 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 20:41:05,846 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 20:41:18,195 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 20:41:39,696 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 20:41:51,930 - wikidata12k_1n - [INFO] - [Evaluating Epoch 447 valid]:
MRR: Tail : 0.51147, Head : 0.37381, Avg : 0.44264
2023-05-12 20:41:51,930 - wikidata12k_1n - [INFO] - [Epoch 447]: Training Loss: 0.00092442, Valid MRR: 0.44582,
2023-05-12 20:41:52,572 - wikidata12k_1n - [INFO] - [E:448| 0]: Train Loss:0.0009203, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:42:55,542 - wikidata12k_1n - [INFO] - [E:448| 100]: Train Loss:0.00092645, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:43:58,524 - wikidata12k_1n - [INFO] - [E:448| 200]: Train Loss:0.00092427, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:45:01,382 - wikidata12k_1n - [INFO] - [E:448| 300]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:46:04,316 - wikidata12k_1n - [INFO] - [E:448| 400]: Train Loss:0.00092394, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:47:07,212 - wikidata12k_1n - [INFO] - [E:448| 500]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:48:10,074 - wikidata12k_1n - [INFO] - [E:448| 600]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:49:13,053 - wikidata12k_1n - [INFO] - [E:448| 700]: Train Loss:0.0009235, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:50:16,020 - wikidata12k_1n - [INFO] - [E:448| 800]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:51:18,913 - wikidata12k_1n - [INFO] - [E:448| 900]: Train Loss:0.00092413, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:52:21,934 - wikidata12k_1n - [INFO] - [E:448| 1000]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:53:24,898 - wikidata12k_1n - [INFO] - [E:448| 1100]: Train Loss:0.00092412, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:54:27,880 - wikidata12k_1n - [INFO] - [E:448| 1200]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:55:30,869 - wikidata12k_1n - [INFO] - [E:448| 1300]: Train Loss:0.00092425, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:56:33,803 - wikidata12k_1n - [INFO] - [E:448| 1400]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:57:36,816 - wikidata12k_1n - [INFO] - [E:448| 1500]: Train Loss:0.00092426, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:58:39,793 - wikidata12k_1n - [INFO] - [E:448| 1600]: Train Loss:0.00092408, Val MRR:0.44582, wikidata12k_1n
2023-05-12 20:59:20,935 - wikidata12k_1n - [INFO] - [Epoch:448]: Training Loss:0.0009241
2023-05-12 20:59:21,154 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 20:59:42,465 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 20:59:54,813 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 21:00:16,376 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 21:00:28,602 - wikidata12k_1n - [INFO] - [Evaluating Epoch 448 valid]:
MRR: Tail : 0.50731, Head : 0.36982, Avg : 0.43856
2023-05-12 21:00:28,602 - wikidata12k_1n - [INFO] - [Epoch 448]: Training Loss: 0.00092413, Valid MRR: 0.44582,
2023-05-12 21:00:29,247 - wikidata12k_1n - [INFO] - [E:449| 0]: Train Loss:0.00090366, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:01:32,218 - wikidata12k_1n - [INFO] - [E:449| 100]: Train Loss:0.00092395, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:02:35,186 - wikidata12k_1n - [INFO] - [E:449| 200]: Train Loss:0.00092213, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:03:38,167 - wikidata12k_1n - [INFO] - [E:449| 300]: Train Loss:0.00092263, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:04:41,135 - wikidata12k_1n - [INFO] - [E:449| 400]: Train Loss:0.00092226, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:05:44,096 - wikidata12k_1n - [INFO] - [E:449| 500]: Train Loss:0.00092219, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:06:47,020 - wikidata12k_1n - [INFO] - [E:449| 600]: Train Loss:0.00092306, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:07:49,966 - wikidata12k_1n - [INFO] - [E:449| 700]: Train Loss:0.00092339, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:08:53,038 - wikidata12k_1n - [INFO] - [E:449| 800]: Train Loss:0.00092362, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:09:56,007 - wikidata12k_1n - [INFO] - [E:449| 900]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:10:58,975 - wikidata12k_1n - [INFO] - [E:449| 1000]: Train Loss:0.00092397, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:12:01,888 - wikidata12k_1n - [INFO] - [E:449| 1100]: Train Loss:0.00092395, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:13:04,801 - wikidata12k_1n - [INFO] - [E:449| 1200]: Train Loss:0.00092408, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:14:07,771 - wikidata12k_1n - [INFO] - [E:449| 1300]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:15:10,701 - wikidata12k_1n - [INFO] - [E:449| 1400]: Train Loss:0.00092394, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:16:13,565 - wikidata12k_1n - [INFO] - [E:449| 1500]: Train Loss:0.00092423, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:17:16,548 - wikidata12k_1n - [INFO] - [E:449| 1600]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:17:57,671 - wikidata12k_1n - [INFO] - [Epoch:449]: Training Loss:0.0009243
2023-05-12 21:17:57,886 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 21:18:19,202 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 21:18:31,552 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 21:18:53,048 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 21:19:05,258 - wikidata12k_1n - [INFO] - [Evaluating Epoch 449 valid]:
MRR: Tail : 0.51208, Head : 0.36939, Avg : 0.44073
MR: Tail : 751.72, Head : 966.15, Avg : 858.93
Hit-1: Tail : 0.43161, Head : 0.27331, Avg : 0.35246
Hit-3: Tail : 0.55735, Head : 0.41399, Avg : 0.48567
Hit-10: Tail : 0.66236, Head : 0.55765, Avg : 0.61001
2023-05-12 21:19:05,258 - wikidata12k_1n - [INFO] - [Epoch 449]: Training Loss: 0.00092426, Valid MRR: 0.44582,
2023-05-12 21:19:05,903 - wikidata12k_1n - [INFO] - [E:450| 0]: Train Loss:0.00097672, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:20:08,760 - wikidata12k_1n - [INFO] - [E:450| 100]: Train Loss:0.00092271, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:21:11,692 - wikidata12k_1n - [INFO] - [E:450| 200]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:22:14,574 - wikidata12k_1n - [INFO] - [E:450| 300]: Train Loss:0.00092355, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:23:17,452 - wikidata12k_1n - [INFO] - [E:450| 400]: Train Loss:0.00092309, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:24:20,408 - wikidata12k_1n - [INFO] - [E:450| 500]: Train Loss:0.00092321, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:25:23,401 - wikidata12k_1n - [INFO] - [E:450| 600]: Train Loss:0.00092338, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:26:26,316 - wikidata12k_1n - [INFO] - [E:450| 700]: Train Loss:0.0009237, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:27:29,228 - wikidata12k_1n - [INFO] - [E:450| 800]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:28:32,193 - wikidata12k_1n - [INFO] - [E:450| 900]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:29:35,111 - wikidata12k_1n - [INFO] - [E:450| 1000]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:30:38,050 - wikidata12k_1n - [INFO] - [E:450| 1100]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:31:40,977 - wikidata12k_1n - [INFO] - [E:450| 1200]: Train Loss:0.00092401, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:32:43,803 - wikidata12k_1n - [INFO] - [E:450| 1300]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:33:46,810 - wikidata12k_1n - [INFO] - [E:450| 1400]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:34:49,688 - wikidata12k_1n - [INFO] - [E:450| 1500]: Train Loss:0.00092431, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:35:52,633 - wikidata12k_1n - [INFO] - [E:450| 1600]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:36:33,771 - wikidata12k_1n - [INFO] - [Epoch:450]: Training Loss:0.0009244
2023-05-12 21:36:33,986 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 21:36:55,275 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 21:37:07,602 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 21:37:29,047 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 21:37:41,263 - wikidata12k_1n - [INFO] - [Evaluating Epoch 450 valid]:
MRR: Tail : 0.50633, Head : 0.37124, Avg : 0.43878
2023-05-12 21:37:41,263 - wikidata12k_1n - [INFO] - [Epoch 450]: Training Loss: 0.00092437, Valid MRR: 0.44582,
2023-05-12 21:37:41,910 - wikidata12k_1n - [INFO] - [E:451| 0]: Train Loss:0.00090954, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:38:44,772 - wikidata12k_1n - [INFO] - [E:451| 100]: Train Loss:0.00092088, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:39:47,595 - wikidata12k_1n - [INFO] - [E:451| 200]: Train Loss:0.00092327, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:40:50,395 - wikidata12k_1n - [INFO] - [E:451| 300]: Train Loss:0.00092165, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:41:53,306 - wikidata12k_1n - [INFO] - [E:451| 400]: Train Loss:0.00092259, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:42:56,151 - wikidata12k_1n - [INFO] - [E:451| 500]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:43:58,986 - wikidata12k_1n - [INFO] - [E:451| 600]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:45:01,895 - wikidata12k_1n - [INFO] - [E:451| 700]: Train Loss:0.00092358, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:46:04,856 - wikidata12k_1n - [INFO] - [E:451| 800]: Train Loss:0.00092355, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:47:07,818 - wikidata12k_1n - [INFO] - [E:451| 900]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:48:10,659 - wikidata12k_1n - [INFO] - [E:451| 1000]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:49:13,545 - wikidata12k_1n - [INFO] - [E:451| 1100]: Train Loss:0.00092362, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:50:16,571 - wikidata12k_1n - [INFO] - [E:451| 1200]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:51:19,457 - wikidata12k_1n - [INFO] - [E:451| 1300]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:52:22,290 - wikidata12k_1n - [INFO] - [E:451| 1400]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:53:25,236 - wikidata12k_1n - [INFO] - [E:451| 1500]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:54:28,173 - wikidata12k_1n - [INFO] - [E:451| 1600]: Train Loss:0.00092392, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:55:09,307 - wikidata12k_1n - [INFO] - [Epoch:451]: Training Loss:0.000924
2023-05-12 21:55:09,524 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 21:55:30,814 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 21:55:43,157 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 21:56:04,621 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 21:56:16,832 - wikidata12k_1n - [INFO] - [Evaluating Epoch 451 valid]:
MRR: Tail : 0.51351, Head : 0.35171, Avg : 0.43261
2023-05-12 21:56:16,832 - wikidata12k_1n - [INFO] - [Epoch 451]: Training Loss: 0.00092398, Valid MRR: 0.44582,
2023-05-12 21:56:17,482 - wikidata12k_1n - [INFO] - [E:452| 0]: Train Loss:0.00092583, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:57:20,389 - wikidata12k_1n - [INFO] - [E:452| 100]: Train Loss:0.00092495, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:58:23,226 - wikidata12k_1n - [INFO] - [E:452| 200]: Train Loss:0.00092413, Val MRR:0.44582, wikidata12k_1n
2023-05-12 21:59:26,185 - wikidata12k_1n - [INFO] - [E:452| 300]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:00:29,127 - wikidata12k_1n - [INFO] - [E:452| 400]: Train Loss:0.00092415, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:01:31,938 - wikidata12k_1n - [INFO] - [E:452| 500]: Train Loss:0.00092346, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:02:34,723 - wikidata12k_1n - [INFO] - [E:452| 600]: Train Loss:0.00092326, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:03:37,495 - wikidata12k_1n - [INFO] - [E:452| 700]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:04:40,276 - wikidata12k_1n - [INFO] - [E:452| 800]: Train Loss:0.00092358, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:05:43,176 - wikidata12k_1n - [INFO] - [E:452| 900]: Train Loss:0.00092351, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:06:46,070 - wikidata12k_1n - [INFO] - [E:452| 1000]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:07:48,909 - wikidata12k_1n - [INFO] - [E:452| 1100]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:08:51,643 - wikidata12k_1n - [INFO] - [E:452| 1200]: Train Loss:0.00092417, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:09:54,427 - wikidata12k_1n - [INFO] - [E:452| 1300]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:10:57,259 - wikidata12k_1n - [INFO] - [E:452| 1400]: Train Loss:0.00092395, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:12:00,108 - wikidata12k_1n - [INFO] - [E:452| 1500]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:13:02,987 - wikidata12k_1n - [INFO] - [E:452| 1600]: Train Loss:0.00092413, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:13:44,057 - wikidata12k_1n - [INFO] - [Epoch:452]: Training Loss:0.0009241
2023-05-12 22:13:44,272 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 22:14:05,526 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 22:14:17,833 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 22:14:39,280 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 22:14:51,457 - wikidata12k_1n - [INFO] - [Evaluating Epoch 452 valid]:
MRR: Tail : 0.51303, Head : 0.35247, Avg : 0.43275
2023-05-12 22:14:51,457 - wikidata12k_1n - [INFO] - [Epoch 452]: Training Loss: 0.00092412, Valid MRR: 0.44582,
2023-05-12 22:14:52,102 - wikidata12k_1n - [INFO] - [E:453| 0]: Train Loss:0.00090646, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:15:55,007 - wikidata12k_1n - [INFO] - [E:453| 100]: Train Loss:0.00092212, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:16:57,821 - wikidata12k_1n - [INFO] - [E:453| 200]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:18:00,602 - wikidata12k_1n - [INFO] - [E:453| 300]: Train Loss:0.00092198, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:19:03,346 - wikidata12k_1n - [INFO] - [E:453| 400]: Train Loss:0.0009217, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:20:06,091 - wikidata12k_1n - [INFO] - [E:453| 500]: Train Loss:0.00092234, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:21:08,985 - wikidata12k_1n - [INFO] - [E:453| 600]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:22:11,917 - wikidata12k_1n - [INFO] - [E:453| 700]: Train Loss:0.00092291, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:23:14,791 - wikidata12k_1n - [INFO] - [E:453| 800]: Train Loss:0.00092307, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:24:17,644 - wikidata12k_1n - [INFO] - [E:453| 900]: Train Loss:0.00092346, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:25:20,475 - wikidata12k_1n - [INFO] - [E:453| 1000]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:26:23,218 - wikidata12k_1n - [INFO] - [E:453| 1100]: Train Loss:0.00092381, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:27:25,992 - wikidata12k_1n - [INFO] - [E:453| 1200]: Train Loss:0.00092421, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:28:28,731 - wikidata12k_1n - [INFO] - [E:453| 1300]: Train Loss:0.00092418, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:29:31,615 - wikidata12k_1n - [INFO] - [E:453| 1400]: Train Loss:0.00092425, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:30:34,521 - wikidata12k_1n - [INFO] - [E:453| 1500]: Train Loss:0.0009243, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:31:37,331 - wikidata12k_1n - [INFO] - [E:453| 1600]: Train Loss:0.00092423, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:32:18,409 - wikidata12k_1n - [INFO] - [Epoch:453]: Training Loss:0.0009241
2023-05-12 22:32:18,625 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 22:32:39,883 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 22:32:52,186 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 22:33:13,597 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 22:33:25,774 - wikidata12k_1n - [INFO] - [Evaluating Epoch 453 valid]:
MRR: Tail : 0.50822, Head : 0.36626, Avg : 0.43724
2023-05-12 22:33:25,774 - wikidata12k_1n - [INFO] - [Epoch 453]: Training Loss: 0.00092409, Valid MRR: 0.44582,
2023-05-12 22:33:26,416 - wikidata12k_1n - [INFO] - [E:454| 0]: Train Loss:0.00095631, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:34:29,234 - wikidata12k_1n - [INFO] - [E:454| 100]: Train Loss:0.00092668, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:35:32,039 - wikidata12k_1n - [INFO] - [E:454| 200]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:36:34,794 - wikidata12k_1n - [INFO] - [E:454| 300]: Train Loss:0.00092434, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:37:37,596 - wikidata12k_1n - [INFO] - [E:454| 400]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:38:40,489 - wikidata12k_1n - [INFO] - [E:454| 500]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:39:43,330 - wikidata12k_1n - [INFO] - [E:454| 600]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:40:46,261 - wikidata12k_1n - [INFO] - [E:454| 700]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:41:49,127 - wikidata12k_1n - [INFO] - [E:454| 800]: Train Loss:0.00092401, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:42:51,885 - wikidata12k_1n - [INFO] - [E:454| 900]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:43:54,718 - wikidata12k_1n - [INFO] - [E:454| 1000]: Train Loss:0.00092418, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:44:57,536 - wikidata12k_1n - [INFO] - [E:454| 1100]: Train Loss:0.00092395, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:46:00,318 - wikidata12k_1n - [INFO] - [E:454| 1200]: Train Loss:0.00092394, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:47:03,199 - wikidata12k_1n - [INFO] - [E:454| 1300]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:48:05,973 - wikidata12k_1n - [INFO] - [E:454| 1400]: Train Loss:0.00092403, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:49:08,924 - wikidata12k_1n - [INFO] - [E:454| 1500]: Train Loss:0.00092408, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:50:11,699 - wikidata12k_1n - [INFO] - [E:454| 1600]: Train Loss:0.00092401, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:50:52,833 - wikidata12k_1n - [INFO] - [Epoch:454]: Training Loss:0.000924
2023-05-12 22:50:53,049 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 22:51:14,281 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 22:51:26,582 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 22:51:47,994 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 22:52:00,158 - wikidata12k_1n - [INFO] - [Evaluating Epoch 454 valid]:
MRR: Tail : 0.50881, Head : 0.36655, Avg : 0.43768
2023-05-12 22:52:00,158 - wikidata12k_1n - [INFO] - [Epoch 454]: Training Loss: 0.00092399, Valid MRR: 0.44582,
2023-05-12 22:52:00,801 - wikidata12k_1n - [INFO] - [E:455| 0]: Train Loss:0.00089874, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:53:03,632 - wikidata12k_1n - [INFO] - [E:455| 100]: Train Loss:0.0009215, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:54:06,458 - wikidata12k_1n - [INFO] - [E:455| 200]: Train Loss:0.00092283, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:55:09,254 - wikidata12k_1n - [INFO] - [E:455| 300]: Train Loss:0.0009221, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:56:12,078 - wikidata12k_1n - [INFO] - [E:455| 400]: Train Loss:0.00092218, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:57:14,975 - wikidata12k_1n - [INFO] - [E:455| 500]: Train Loss:0.00092218, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:58:17,752 - wikidata12k_1n - [INFO] - [E:455| 600]: Train Loss:0.00092222, Val MRR:0.44582, wikidata12k_1n
2023-05-12 22:59:20,597 - wikidata12k_1n - [INFO] - [E:455| 700]: Train Loss:0.00092283, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:00:23,373 - wikidata12k_1n - [INFO] - [E:455| 800]: Train Loss:0.00092301, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:01:26,180 - wikidata12k_1n - [INFO] - [E:455| 900]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:02:29,031 - wikidata12k_1n - [INFO] - [E:455| 1000]: Train Loss:0.00092304, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:03:31,849 - wikidata12k_1n - [INFO] - [E:455| 1100]: Train Loss:0.00092313, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:04:34,706 - wikidata12k_1n - [INFO] - [E:455| 1200]: Train Loss:0.00092336, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:05:37,674 - wikidata12k_1n - [INFO] - [E:455| 1300]: Train Loss:0.00092349, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:06:40,507 - wikidata12k_1n - [INFO] - [E:455| 1400]: Train Loss:0.0009237, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:07:43,322 - wikidata12k_1n - [INFO] - [E:455| 1500]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:08:46,136 - wikidata12k_1n - [INFO] - [E:455| 1600]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:09:27,178 - wikidata12k_1n - [INFO] - [Epoch:455]: Training Loss:0.0009238
2023-05-12 23:09:27,394 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 23:09:48,617 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 23:10:00,902 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 23:10:22,294 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 23:10:34,478 - wikidata12k_1n - [INFO] - [Evaluating Epoch 455 valid]:
MRR: Tail : 0.51398, Head : 0.35715, Avg : 0.43556
2023-05-12 23:10:34,478 - wikidata12k_1n - [INFO] - [Epoch 455]: Training Loss: 0.00092382, Valid MRR: 0.44582,
2023-05-12 23:10:35,120 - wikidata12k_1n - [INFO] - [E:456| 0]: Train Loss:0.00092369, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:11:37,893 - wikidata12k_1n - [INFO] - [E:456| 100]: Train Loss:0.00092447, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:12:40,701 - wikidata12k_1n - [INFO] - [E:456| 200]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:13:43,601 - wikidata12k_1n - [INFO] - [E:456| 300]: Train Loss:0.00092326, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:14:46,366 - wikidata12k_1n - [INFO] - [E:456| 400]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:15:49,110 - wikidata12k_1n - [INFO] - [E:456| 500]: Train Loss:0.00092343, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:16:51,964 - wikidata12k_1n - [INFO] - [E:456| 600]: Train Loss:0.0009236, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:17:54,791 - wikidata12k_1n - [INFO] - [E:456| 700]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:18:57,536 - wikidata12k_1n - [INFO] - [E:456| 800]: Train Loss:0.00092349, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:20:00,392 - wikidata12k_1n - [INFO] - [E:456| 900]: Train Loss:0.00092333, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:21:03,263 - wikidata12k_1n - [INFO] - [E:456| 1000]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:22:06,158 - wikidata12k_1n - [INFO] - [E:456| 1100]: Train Loss:0.00092358, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:23:08,996 - wikidata12k_1n - [INFO] - [E:456| 1200]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:24:11,798 - wikidata12k_1n - [INFO] - [E:456| 1300]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:25:14,651 - wikidata12k_1n - [INFO] - [E:456| 1400]: Train Loss:0.00092395, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:26:17,495 - wikidata12k_1n - [INFO] - [E:456| 1500]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:27:20,358 - wikidata12k_1n - [INFO] - [E:456| 1600]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:28:01,395 - wikidata12k_1n - [INFO] - [Epoch:456]: Training Loss:0.000924
2023-05-12 23:28:01,610 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 23:28:22,853 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 23:28:35,158 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 23:28:56,570 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 23:29:08,747 - wikidata12k_1n - [INFO] - [Evaluating Epoch 456 valid]:
MRR: Tail : 0.5101, Head : 0.35472, Avg : 0.43241
2023-05-12 23:29:08,747 - wikidata12k_1n - [INFO] - [Epoch 456]: Training Loss: 0.000924, Valid MRR: 0.44582,
2023-05-12 23:29:09,389 - wikidata12k_1n - [INFO] - [E:457| 0]: Train Loss:0.00093639, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:30:12,285 - wikidata12k_1n - [INFO] - [E:457| 100]: Train Loss:0.0009215, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:31:15,131 - wikidata12k_1n - [INFO] - [E:457| 200]: Train Loss:0.00092257, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:32:17,919 - wikidata12k_1n - [INFO] - [E:457| 300]: Train Loss:0.00092251, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:33:20,719 - wikidata12k_1n - [INFO] - [E:457| 400]: Train Loss:0.00092292, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:34:23,465 - wikidata12k_1n - [INFO] - [E:457| 500]: Train Loss:0.00092261, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:35:26,240 - wikidata12k_1n - [INFO] - [E:457| 600]: Train Loss:0.00092272, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:36:29,031 - wikidata12k_1n - [INFO] - [E:457| 700]: Train Loss:0.00092283, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:37:31,851 - wikidata12k_1n - [INFO] - [E:457| 800]: Train Loss:0.00092303, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:38:34,769 - wikidata12k_1n - [INFO] - [E:457| 900]: Train Loss:0.000923, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:39:37,573 - wikidata12k_1n - [INFO] - [E:457| 1000]: Train Loss:0.00092305, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:40:40,406 - wikidata12k_1n - [INFO] - [E:457| 1100]: Train Loss:0.00092325, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:41:43,158 - wikidata12k_1n - [INFO] - [E:457| 1200]: Train Loss:0.00092336, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:42:45,939 - wikidata12k_1n - [INFO] - [E:457| 1300]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:43:48,744 - wikidata12k_1n - [INFO] - [E:457| 1400]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:44:51,524 - wikidata12k_1n - [INFO] - [E:457| 1500]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:45:54,377 - wikidata12k_1n - [INFO] - [E:457| 1600]: Train Loss:0.0009238, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:46:35,387 - wikidata12k_1n - [INFO] - [Epoch:457]: Training Loss:0.0009239
2023-05-12 23:46:35,601 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-12 23:46:56,932 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-12 23:47:09,232 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-12 23:47:30,659 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-12 23:47:42,838 - wikidata12k_1n - [INFO] - [Evaluating Epoch 457 valid]:
MRR: Tail : 0.51, Head : 0.30857, Avg : 0.40929
2023-05-12 23:47:42,839 - wikidata12k_1n - [INFO] - [Epoch 457]: Training Loss: 0.00092389, Valid MRR: 0.44582,
2023-05-12 23:47:43,481 - wikidata12k_1n - [INFO] - [E:458| 0]: Train Loss:0.00091906, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:48:46,361 - wikidata12k_1n - [INFO] - [E:458| 100]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:49:49,175 - wikidata12k_1n - [INFO] - [E:458| 200]: Train Loss:0.00092266, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:50:51,992 - wikidata12k_1n - [INFO] - [E:458| 300]: Train Loss:0.00092226, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:51:54,835 - wikidata12k_1n - [INFO] - [E:458| 400]: Train Loss:0.00092269, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:52:57,640 - wikidata12k_1n - [INFO] - [E:458| 500]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:54:00,462 - wikidata12k_1n - [INFO] - [E:458| 600]: Train Loss:0.00092375, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:55:03,304 - wikidata12k_1n - [INFO] - [E:458| 700]: Train Loss:0.00092356, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:56:06,202 - wikidata12k_1n - [INFO] - [E:458| 800]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:57:09,120 - wikidata12k_1n - [INFO] - [E:458| 900]: Train Loss:0.00092392, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:58:11,994 - wikidata12k_1n - [INFO] - [E:458| 1000]: Train Loss:0.00092395, Val MRR:0.44582, wikidata12k_1n
2023-05-12 23:59:14,815 - wikidata12k_1n - [INFO] - [E:458| 1100]: Train Loss:0.00092403, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:00:17,645 - wikidata12k_1n - [INFO] - [E:458| 1200]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:01:20,489 - wikidata12k_1n - [INFO] - [E:458| 1300]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:02:23,301 - wikidata12k_1n - [INFO] - [E:458| 1400]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:03:26,121 - wikidata12k_1n - [INFO] - [E:458| 1500]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:04:28,893 - wikidata12k_1n - [INFO] - [E:458| 1600]: Train Loss:0.00092418, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:05:09,882 - wikidata12k_1n - [INFO] - [Epoch:458]: Training Loss:0.0009241
2023-05-13 00:05:10,096 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 00:05:31,335 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 00:05:43,621 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 00:06:05,009 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 00:06:17,176 - wikidata12k_1n - [INFO] - [Evaluating Epoch 458 valid]:
MRR: Tail : 0.50677, Head : 0.35431, Avg : 0.43054
2023-05-13 00:06:17,176 - wikidata12k_1n - [INFO] - [Epoch 458]: Training Loss: 0.00092406, Valid MRR: 0.44582,
2023-05-13 00:06:17,817 - wikidata12k_1n - [INFO] - [E:459| 0]: Train Loss:0.00093029, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:07:20,609 - wikidata12k_1n - [INFO] - [E:459| 100]: Train Loss:0.00092101, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:08:23,481 - wikidata12k_1n - [INFO] - [E:459| 200]: Train Loss:0.00092264, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:09:26,357 - wikidata12k_1n - [INFO] - [E:459| 300]: Train Loss:0.0009238, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:10:29,193 - wikidata12k_1n - [INFO] - [E:459| 400]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:11:31,893 - wikidata12k_1n - [INFO] - [E:459| 500]: Train Loss:0.00092327, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:12:34,713 - wikidata12k_1n - [INFO] - [E:459| 600]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:13:37,589 - wikidata12k_1n - [INFO] - [E:459| 700]: Train Loss:0.00092333, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:14:40,429 - wikidata12k_1n - [INFO] - [E:459| 800]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:15:43,252 - wikidata12k_1n - [INFO] - [E:459| 900]: Train Loss:0.00092362, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:16:46,114 - wikidata12k_1n - [INFO] - [E:459| 1000]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:17:48,946 - wikidata12k_1n - [INFO] - [E:459| 1100]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:18:51,856 - wikidata12k_1n - [INFO] - [E:459| 1200]: Train Loss:0.00092408, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:19:54,706 - wikidata12k_1n - [INFO] - [E:459| 1300]: Train Loss:0.00092429, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:20:57,604 - wikidata12k_1n - [INFO] - [E:459| 1400]: Train Loss:0.00092423, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:22:00,383 - wikidata12k_1n - [INFO] - [E:459| 1500]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:23:03,139 - wikidata12k_1n - [INFO] - [E:459| 1600]: Train Loss:0.00092407, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:23:44,176 - wikidata12k_1n - [INFO] - [Epoch:459]: Training Loss:0.0009238
2023-05-13 00:23:44,392 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 00:24:05,622 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 00:24:17,924 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 00:24:39,325 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 00:24:51,497 - wikidata12k_1n - [INFO] - [Evaluating Epoch 459 valid]:
MRR: Tail : 0.50949, Head : 0.35785, Avg : 0.43367
MR: Tail : 759.9, Head : 949.32, Avg : 854.61
Hit-1: Tail : 0.42943, Head : 0.25292, Avg : 0.34118
Hit-3: Tail : 0.55409, Head : 0.4187, Avg : 0.48639
Hit-10: Tail : 0.65954, Head : 0.55587, Avg : 0.6077
2023-05-13 00:24:51,497 - wikidata12k_1n - [INFO] - [Epoch 459]: Training Loss: 0.00092384, Valid MRR: 0.44582,
2023-05-13 00:24:52,139 - wikidata12k_1n - [INFO] - [E:460| 0]: Train Loss:0.00090656, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:25:54,956 - wikidata12k_1n - [INFO] - [E:460| 100]: Train Loss:0.00092061, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:26:57,712 - wikidata12k_1n - [INFO] - [E:460| 200]: Train Loss:0.00092186, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:28:00,440 - wikidata12k_1n - [INFO] - [E:460| 300]: Train Loss:0.00092251, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:29:03,304 - wikidata12k_1n - [INFO] - [E:460| 400]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:30:06,121 - wikidata12k_1n - [INFO] - [E:460| 500]: Train Loss:0.00092308, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:31:08,853 - wikidata12k_1n - [INFO] - [E:460| 600]: Train Loss:0.0009229, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:32:11,599 - wikidata12k_1n - [INFO] - [E:460| 700]: Train Loss:0.00092303, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:33:14,364 - wikidata12k_1n - [INFO] - [E:460| 800]: Train Loss:0.0009228, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:34:17,223 - wikidata12k_1n - [INFO] - [E:460| 900]: Train Loss:0.00092301, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:35:20,014 - wikidata12k_1n - [INFO] - [E:460| 1000]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:36:22,829 - wikidata12k_1n - [INFO] - [E:460| 1100]: Train Loss:0.00092321, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:37:25,736 - wikidata12k_1n - [INFO] - [E:460| 1200]: Train Loss:0.00092315, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:38:28,614 - wikidata12k_1n - [INFO] - [E:460| 1300]: Train Loss:0.00092313, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:39:31,432 - wikidata12k_1n - [INFO] - [E:460| 1400]: Train Loss:0.00092346, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:40:34,263 - wikidata12k_1n - [INFO] - [E:460| 1500]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:41:37,067 - wikidata12k_1n - [INFO] - [E:460| 1600]: Train Loss:0.00092365, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:42:18,128 - wikidata12k_1n - [INFO] - [Epoch:460]: Training Loss:0.0009238
2023-05-13 00:42:18,344 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 00:42:39,561 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 00:42:51,838 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 00:43:13,225 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 00:43:25,410 - wikidata12k_1n - [INFO] - [Evaluating Epoch 460 valid]:
MRR: Tail : 0.50886, Head : 0.37691, Avg : 0.44289
2023-05-13 00:43:25,410 - wikidata12k_1n - [INFO] - [Epoch 460]: Training Loss: 0.00092383, Valid MRR: 0.44582,
2023-05-13 00:43:26,051 - wikidata12k_1n - [INFO] - [E:461| 0]: Train Loss:0.00090611, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:44:28,891 - wikidata12k_1n - [INFO] - [E:461| 100]: Train Loss:0.00092074, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:45:31,765 - wikidata12k_1n - [INFO] - [E:461| 200]: Train Loss:0.00092254, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:46:34,553 - wikidata12k_1n - [INFO] - [E:461| 300]: Train Loss:0.00092235, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:47:37,262 - wikidata12k_1n - [INFO] - [E:461| 400]: Train Loss:0.0009223, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:48:39,990 - wikidata12k_1n - [INFO] - [E:461| 500]: Train Loss:0.00092225, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:49:42,703 - wikidata12k_1n - [INFO] - [E:461| 600]: Train Loss:0.00092244, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:50:45,448 - wikidata12k_1n - [INFO] - [E:461| 700]: Train Loss:0.00092287, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:51:48,148 - wikidata12k_1n - [INFO] - [E:461| 800]: Train Loss:0.0009231, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:52:50,868 - wikidata12k_1n - [INFO] - [E:461| 900]: Train Loss:0.0009237, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:53:53,676 - wikidata12k_1n - [INFO] - [E:461| 1000]: Train Loss:0.00092403, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:54:56,367 - wikidata12k_1n - [INFO] - [E:461| 1100]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:55:59,102 - wikidata12k_1n - [INFO] - [E:461| 1200]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:57:01,779 - wikidata12k_1n - [INFO] - [E:461| 1300]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:58:04,479 - wikidata12k_1n - [INFO] - [E:461| 1400]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n
2023-05-13 00:59:07,149 - wikidata12k_1n - [INFO] - [E:461| 1500]: Train Loss:0.00092379, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:00:09,871 - wikidata12k_1n - [INFO] - [E:461| 1600]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:00:50,835 - wikidata12k_1n - [INFO] - [Epoch:461]: Training Loss:0.0009239
2023-05-13 01:00:51,049 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 01:01:12,245 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 01:01:24,515 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 01:01:45,969 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 01:01:58,139 - wikidata12k_1n - [INFO] - [Evaluating Epoch 461 valid]:
MRR: Tail : 0.50402, Head : 0.3299, Avg : 0.41696
2023-05-13 01:01:58,139 - wikidata12k_1n - [INFO] - [Epoch 461]: Training Loss: 0.00092394, Valid MRR: 0.44582,
2023-05-13 01:01:58,781 - wikidata12k_1n - [INFO] - [E:462| 0]: Train Loss:0.00091428, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:03:01,613 - wikidata12k_1n - [INFO] - [E:462| 100]: Train Loss:0.00092054, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:04:04,453 - wikidata12k_1n - [INFO] - [E:462| 200]: Train Loss:0.00092167, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:05:07,323 - wikidata12k_1n - [INFO] - [E:462| 300]: Train Loss:0.00092224, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:06:10,114 - wikidata12k_1n - [INFO] - [E:462| 400]: Train Loss:0.00092197, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:07:12,904 - wikidata12k_1n - [INFO] - [E:462| 500]: Train Loss:0.00092207, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:08:15,731 - wikidata12k_1n - [INFO] - [E:462| 600]: Train Loss:0.00092253, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:09:18,546 - wikidata12k_1n - [INFO] - [E:462| 700]: Train Loss:0.00092242, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:10:21,414 - wikidata12k_1n - [INFO] - [E:462| 800]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:11:24,154 - wikidata12k_1n - [INFO] - [E:462| 900]: Train Loss:0.00092338, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:12:26,861 - wikidata12k_1n - [INFO] - [E:462| 1000]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:13:29,591 - wikidata12k_1n - [INFO] - [E:462| 1100]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:14:32,358 - wikidata12k_1n - [INFO] - [E:462| 1200]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:15:35,081 - wikidata12k_1n - [INFO] - [E:462| 1300]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:16:37,781 - wikidata12k_1n - [INFO] - [E:462| 1400]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:17:40,489 - wikidata12k_1n - [INFO] - [E:462| 1500]: Train Loss:0.00092381, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:18:43,295 - wikidata12k_1n - [INFO] - [E:462| 1600]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:19:24,279 - wikidata12k_1n - [INFO] - [Epoch:462]: Training Loss:0.0009238
2023-05-13 01:19:24,493 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 01:19:45,678 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 01:19:57,941 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 01:20:19,306 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 01:20:31,452 - wikidata12k_1n - [INFO] - [Evaluating Epoch 462 valid]:
MRR: Tail : 0.50996, Head : 0.35461, Avg : 0.43228
2023-05-13 01:20:31,452 - wikidata12k_1n - [INFO] - [Epoch 462]: Training Loss: 0.00092382, Valid MRR: 0.44582,
2023-05-13 01:20:32,094 - wikidata12k_1n - [INFO] - [E:463| 0]: Train Loss:0.00093063, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:21:34,792 - wikidata12k_1n - [INFO] - [E:463| 100]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:22:37,518 - wikidata12k_1n - [INFO] - [E:463| 200]: Train Loss:0.00092351, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:23:40,237 - wikidata12k_1n - [INFO] - [E:463| 300]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:24:42,925 - wikidata12k_1n - [INFO] - [E:463| 400]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:25:45,767 - wikidata12k_1n - [INFO] - [E:463| 500]: Train Loss:0.00092363, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:26:48,677 - wikidata12k_1n - [INFO] - [E:463| 600]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:27:51,517 - wikidata12k_1n - [INFO] - [E:463| 700]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:28:54,319 - wikidata12k_1n - [INFO] - [E:463| 800]: Train Loss:0.00092392, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:29:57,131 - wikidata12k_1n - [INFO] - [E:463| 900]: Train Loss:0.00092355, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:30:59,974 - wikidata12k_1n - [INFO] - [E:463| 1000]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:32:02,785 - wikidata12k_1n - [INFO] - [E:463| 1100]: Train Loss:0.00092318, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:33:05,621 - wikidata12k_1n - [INFO] - [E:463| 1200]: Train Loss:0.00092357, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:34:08,435 - wikidata12k_1n - [INFO] - [E:463| 1300]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:35:11,361 - wikidata12k_1n - [INFO] - [E:463| 1400]: Train Loss:0.0009237, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:36:14,083 - wikidata12k_1n - [INFO] - [E:463| 1500]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:37:16,902 - wikidata12k_1n - [INFO] - [E:463| 1600]: Train Loss:0.00092385, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:37:57,953 - wikidata12k_1n - [INFO] - [Epoch:463]: Training Loss:0.0009238
2023-05-13 01:37:58,168 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 01:38:19,401 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 01:38:31,689 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 01:38:53,078 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 01:39:05,246 - wikidata12k_1n - [INFO] - [Evaluating Epoch 463 valid]:
MRR: Tail : 0.51202, Head : 0.36242, Avg : 0.43722
2023-05-13 01:39:05,247 - wikidata12k_1n - [INFO] - [Epoch 463]: Training Loss: 0.00092385, Valid MRR: 0.44582,
2023-05-13 01:39:05,889 - wikidata12k_1n - [INFO] - [E:464| 0]: Train Loss:0.00099721, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:40:08,735 - wikidata12k_1n - [INFO] - [E:464| 100]: Train Loss:0.00092855, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:41:11,552 - wikidata12k_1n - [INFO] - [E:464| 200]: Train Loss:0.00092561, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:42:14,262 - wikidata12k_1n - [INFO] - [E:464| 300]: Train Loss:0.00092581, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:43:17,020 - wikidata12k_1n - [INFO] - [E:464| 400]: Train Loss:0.0009259, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:44:19,777 - wikidata12k_1n - [INFO] - [E:464| 500]: Train Loss:0.00092552, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:45:22,487 - wikidata12k_1n - [INFO] - [E:464| 600]: Train Loss:0.00092454, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:46:25,338 - wikidata12k_1n - [INFO] - [E:464| 700]: Train Loss:0.00092452, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:47:28,126 - wikidata12k_1n - [INFO] - [E:464| 800]: Train Loss:0.00092506, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:48:30,855 - wikidata12k_1n - [INFO] - [E:464| 900]: Train Loss:0.00092477, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:49:33,578 - wikidata12k_1n - [INFO] - [E:464| 1000]: Train Loss:0.00092453, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:50:36,383 - wikidata12k_1n - [INFO] - [E:464| 1100]: Train Loss:0.00092452, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:51:39,093 - wikidata12k_1n - [INFO] - [E:464| 1200]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:52:41,931 - wikidata12k_1n - [INFO] - [E:464| 1300]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:53:44,699 - wikidata12k_1n - [INFO] - [E:464| 1400]: Train Loss:0.00092392, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:54:47,476 - wikidata12k_1n - [INFO] - [E:464| 1500]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:55:50,187 - wikidata12k_1n - [INFO] - [E:464| 1600]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:56:31,180 - wikidata12k_1n - [INFO] - [Epoch:464]: Training Loss:0.0009239
2023-05-13 01:56:31,395 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 01:56:52,593 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 01:57:04,865 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 01:57:26,239 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 01:57:38,383 - wikidata12k_1n - [INFO] - [Evaluating Epoch 464 valid]:
MRR: Tail : 0.5053, Head : 0.34778, Avg : 0.42654
2023-05-13 01:57:38,384 - wikidata12k_1n - [INFO] - [Epoch 464]: Training Loss: 0.00092387, Valid MRR: 0.44582,
2023-05-13 01:57:39,026 - wikidata12k_1n - [INFO] - [E:465| 0]: Train Loss:0.00091464, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:58:41,830 - wikidata12k_1n - [INFO] - [E:465| 100]: Train Loss:0.00092507, Val MRR:0.44582, wikidata12k_1n
2023-05-13 01:59:44,653 - wikidata12k_1n - [INFO] - [E:465| 200]: Train Loss:0.00092471, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:00:47,550 - wikidata12k_1n - [INFO] - [E:465| 300]: Train Loss:0.0009235, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:01:50,347 - wikidata12k_1n - [INFO] - [E:465| 400]: Train Loss:0.00092292, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:02:53,153 - wikidata12k_1n - [INFO] - [E:465| 500]: Train Loss:0.00092322, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:03:55,980 - wikidata12k_1n - [INFO] - [E:465| 600]: Train Loss:0.00092349, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:04:58,792 - wikidata12k_1n - [INFO] - [E:465| 700]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:06:01,600 - wikidata12k_1n - [INFO] - [E:465| 800]: Train Loss:0.00092423, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:07:04,428 - wikidata12k_1n - [INFO] - [E:465| 900]: Train Loss:0.00092378, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:08:07,260 - wikidata12k_1n - [INFO] - [E:465| 1000]: Train Loss:0.00092358, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:09:10,099 - wikidata12k_1n - [INFO] - [E:465| 1100]: Train Loss:0.00092375, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:10:12,836 - wikidata12k_1n - [INFO] - [E:465| 1200]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:11:15,520 - wikidata12k_1n - [INFO] - [E:465| 1300]: Train Loss:0.00092362, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:12:18,275 - wikidata12k_1n - [INFO] - [E:465| 1400]: Train Loss:0.00092351, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:13:21,114 - wikidata12k_1n - [INFO] - [E:465| 1500]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:14:23,900 - wikidata12k_1n - [INFO] - [E:465| 1600]: Train Loss:0.00092363, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:15:04,873 - wikidata12k_1n - [INFO] - [Epoch:465]: Training Loss:0.0009237
2023-05-13 02:15:05,089 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 02:15:26,287 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 02:15:38,568 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 02:15:59,927 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 02:16:12,088 - wikidata12k_1n - [INFO] - [Evaluating Epoch 465 valid]:
MRR: Tail : 0.5084, Head : 0.34414, Avg : 0.42627
2023-05-13 02:16:12,088 - wikidata12k_1n - [INFO] - [Epoch 465]: Training Loss: 0.00092368, Valid MRR: 0.44582,
2023-05-13 02:16:12,730 - wikidata12k_1n - [INFO] - [E:466| 0]: Train Loss:0.00093661, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:17:15,506 - wikidata12k_1n - [INFO] - [E:466| 100]: Train Loss:0.00092144, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:18:18,237 - wikidata12k_1n - [INFO] - [E:466| 200]: Train Loss:0.00092071, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:19:21,083 - wikidata12k_1n - [INFO] - [E:466| 300]: Train Loss:0.00092144, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:20:23,789 - wikidata12k_1n - [INFO] - [E:466| 400]: Train Loss:0.00092178, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:21:26,548 - wikidata12k_1n - [INFO] - [E:466| 500]: Train Loss:0.00092223, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:22:29,291 - wikidata12k_1n - [INFO] - [E:466| 600]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:23:32,069 - wikidata12k_1n - [INFO] - [E:466| 700]: Train Loss:0.00092404, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:24:34,900 - wikidata12k_1n - [INFO] - [E:466| 800]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:25:37,779 - wikidata12k_1n - [INFO] - [E:466| 900]: Train Loss:0.00092403, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:26:40,543 - wikidata12k_1n - [INFO] - [E:466| 1000]: Train Loss:0.00092414, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:27:43,305 - wikidata12k_1n - [INFO] - [E:466| 1100]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:28:46,109 - wikidata12k_1n - [INFO] - [E:466| 1200]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:29:48,925 - wikidata12k_1n - [INFO] - [E:466| 1300]: Train Loss:0.0009238, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:30:51,691 - wikidata12k_1n - [INFO] - [E:466| 1400]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:31:54,462 - wikidata12k_1n - [INFO] - [E:466| 1500]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:32:57,224 - wikidata12k_1n - [INFO] - [E:466| 1600]: Train Loss:0.00092403, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:33:38,348 - wikidata12k_1n - [INFO] - [Epoch:466]: Training Loss:0.000924
2023-05-13 02:33:38,563 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 02:33:59,780 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 02:34:12,083 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 02:34:33,458 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 02:34:45,616 - wikidata12k_1n - [INFO] - [Evaluating Epoch 466 valid]:
MRR: Tail : 0.50801, Head : 0.34438, Avg : 0.42619
2023-05-13 02:34:45,616 - wikidata12k_1n - [INFO] - [Epoch 466]: Training Loss: 0.00092396, Valid MRR: 0.44582,
2023-05-13 02:34:46,257 - wikidata12k_1n - [INFO] - [E:467| 0]: Train Loss:0.00091397, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:35:49,043 - wikidata12k_1n - [INFO] - [E:467| 100]: Train Loss:0.00092142, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:36:51,819 - wikidata12k_1n - [INFO] - [E:467| 200]: Train Loss:0.0009209, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:37:54,546 - wikidata12k_1n - [INFO] - [E:467| 300]: Train Loss:0.00092111, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:38:57,275 - wikidata12k_1n - [INFO] - [E:467| 400]: Train Loss:0.00092181, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:39:59,985 - wikidata12k_1n - [INFO] - [E:467| 500]: Train Loss:0.00092206, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:41:02,713 - wikidata12k_1n - [INFO] - [E:467| 600]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:42:05,582 - wikidata12k_1n - [INFO] - [E:467| 700]: Train Loss:0.00092314, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:43:08,381 - wikidata12k_1n - [INFO] - [E:467| 800]: Train Loss:0.00092334, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:44:11,203 - wikidata12k_1n - [INFO] - [E:467| 900]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:45:13,936 - wikidata12k_1n - [INFO] - [E:467| 1000]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:46:16,654 - wikidata12k_1n - [INFO] - [E:467| 1100]: Train Loss:0.00092394, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:47:19,412 - wikidata12k_1n - [INFO] - [E:467| 1200]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:48:22,256 - wikidata12k_1n - [INFO] - [E:467| 1300]: Train Loss:0.00092392, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:49:25,065 - wikidata12k_1n - [INFO] - [E:467| 1400]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:50:27,933 - wikidata12k_1n - [INFO] - [E:467| 1500]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:51:30,685 - wikidata12k_1n - [INFO] - [E:467| 1600]: Train Loss:0.00092401, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:52:11,698 - wikidata12k_1n - [INFO] - [Epoch:467]: Training Loss:0.000924
2023-05-13 02:52:11,914 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 02:52:33,133 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 02:52:45,425 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 02:53:06,826 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 02:53:19,002 - wikidata12k_1n - [INFO] - [Evaluating Epoch 467 valid]:
MRR: Tail : 0.51144, Head : 0.35691, Avg : 0.43418
2023-05-13 02:53:19,002 - wikidata12k_1n - [INFO] - [Epoch 467]: Training Loss: 0.00092403, Valid MRR: 0.44582,
2023-05-13 02:53:19,643 - wikidata12k_1n - [INFO] - [E:468| 0]: Train Loss:0.00096207, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:54:22,403 - wikidata12k_1n - [INFO] - [E:468| 100]: Train Loss:0.00092522, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:55:25,137 - wikidata12k_1n - [INFO] - [E:468| 200]: Train Loss:0.00092423, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:56:27,947 - wikidata12k_1n - [INFO] - [E:468| 300]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:57:30,735 - wikidata12k_1n - [INFO] - [E:468| 400]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:58:33,608 - wikidata12k_1n - [INFO] - [E:468| 500]: Train Loss:0.00092289, Val MRR:0.44582, wikidata12k_1n
2023-05-13 02:59:36,341 - wikidata12k_1n - [INFO] - [E:468| 600]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:00:39,117 - wikidata12k_1n - [INFO] - [E:468| 700]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:01:41,839 - wikidata12k_1n - [INFO] - [E:468| 800]: Train Loss:0.00092369, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:02:44,572 - wikidata12k_1n - [INFO] - [E:468| 900]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:03:47,325 - wikidata12k_1n - [INFO] - [E:468| 1000]: Train Loss:0.00092381, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:04:50,080 - wikidata12k_1n - [INFO] - [E:468| 1100]: Train Loss:0.0009238, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:05:52,850 - wikidata12k_1n - [INFO] - [E:468| 1200]: Train Loss:0.00092362, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:06:55,663 - wikidata12k_1n - [INFO] - [E:468| 1300]: Train Loss:0.00092361, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:07:58,430 - wikidata12k_1n - [INFO] - [E:468| 1400]: Train Loss:0.0009236, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:09:01,179 - wikidata12k_1n - [INFO] - [E:468| 1500]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:10:04,030 - wikidata12k_1n - [INFO] - [E:468| 1600]: Train Loss:0.00092354, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:10:45,070 - wikidata12k_1n - [INFO] - [Epoch:468]: Training Loss:0.0009237
2023-05-13 03:10:45,286 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 03:11:06,547 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 03:11:18,850 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 03:11:40,265 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 03:11:52,453 - wikidata12k_1n - [INFO] - [Evaluating Epoch 468 valid]:
MRR: Tail : 0.51003, Head : 0.32859, Avg : 0.41931
2023-05-13 03:11:52,453 - wikidata12k_1n - [INFO] - [Epoch 468]: Training Loss: 0.00092367, Valid MRR: 0.44582,
2023-05-13 03:11:53,095 - wikidata12k_1n - [INFO] - [E:469| 0]: Train Loss:0.00091167, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:12:55,967 - wikidata12k_1n - [INFO] - [E:469| 100]: Train Loss:0.00092282, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:13:58,768 - wikidata12k_1n - [INFO] - [E:469| 200]: Train Loss:0.00092317, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:15:01,559 - wikidata12k_1n - [INFO] - [E:469| 300]: Train Loss:0.00092304, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:16:04,438 - wikidata12k_1n - [INFO] - [E:469| 400]: Train Loss:0.00092359, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:17:07,323 - wikidata12k_1n - [INFO] - [E:469| 500]: Train Loss:0.00092302, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:18:10,146 - wikidata12k_1n - [INFO] - [E:469| 600]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:19:12,942 - wikidata12k_1n - [INFO] - [E:469| 700]: Train Loss:0.00092327, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:20:15,793 - wikidata12k_1n - [INFO] - [E:469| 800]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:21:18,649 - wikidata12k_1n - [INFO] - [E:469| 900]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:22:21,464 - wikidata12k_1n - [INFO] - [E:469| 1000]: Train Loss:0.0009233, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:23:24,350 - wikidata12k_1n - [INFO] - [E:469| 1100]: Train Loss:0.00092308, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:24:27,229 - wikidata12k_1n - [INFO] - [E:469| 1200]: Train Loss:0.00092308, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:25:30,002 - wikidata12k_1n - [INFO] - [E:469| 1300]: Train Loss:0.00092343, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:26:32,843 - wikidata12k_1n - [INFO] - [E:469| 1400]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:27:35,675 - wikidata12k_1n - [INFO] - [E:469| 1500]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:28:38,497 - wikidata12k_1n - [INFO] - [E:469| 1600]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:29:19,512 - wikidata12k_1n - [INFO] - [Epoch:469]: Training Loss:0.0009237
2023-05-13 03:29:19,728 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 03:29:40,943 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 03:29:53,231 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 03:30:14,623 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 03:30:26,781 - wikidata12k_1n - [INFO] - [Evaluating Epoch 469 valid]:
MRR: Tail : 0.50483, Head : 0.34392, Avg : 0.42437
MR: Tail : 777.76, Head : 967.07, Avg : 872.42
Hit-1: Tail : 0.41998, Head : 0.23773, Avg : 0.32885
Hit-3: Tail : 0.55508, Head : 0.40237, Avg : 0.47872
Hit-10: Tail : 0.65964, Head : 0.55582, Avg : 0.60773
2023-05-13 03:30:26,781 - wikidata12k_1n - [INFO] - [Epoch 469]: Training Loss: 0.00092373, Valid MRR: 0.44582,
2023-05-13 03:30:27,425 - wikidata12k_1n - [INFO] - [E:470| 0]: Train Loss:0.00091701, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:31:30,165 - wikidata12k_1n - [INFO] - [E:470| 100]: Train Loss:0.00092391, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:32:33,062 - wikidata12k_1n - [INFO] - [E:470| 200]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:33:35,884 - wikidata12k_1n - [INFO] - [E:470| 300]: Train Loss:0.00092297, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:34:38,645 - wikidata12k_1n - [INFO] - [E:470| 400]: Train Loss:0.00092309, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:35:41,446 - wikidata12k_1n - [INFO] - [E:470| 500]: Train Loss:0.00092334, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:36:44,250 - wikidata12k_1n - [INFO] - [E:470| 600]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:37:46,974 - wikidata12k_1n - [INFO] - [E:470| 700]: Train Loss:0.00092339, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:38:49,683 - wikidata12k_1n - [INFO] - [E:470| 800]: Train Loss:0.0009234, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:39:52,507 - wikidata12k_1n - [INFO] - [E:470| 900]: Train Loss:0.00092347, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:40:55,473 - wikidata12k_1n - [INFO] - [E:470| 1000]: Train Loss:0.0009235, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:41:58,349 - wikidata12k_1n - [INFO] - [E:470| 1100]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:43:01,096 - wikidata12k_1n - [INFO] - [E:470| 1200]: Train Loss:0.00092357, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:44:03,814 - wikidata12k_1n - [INFO] - [E:470| 1300]: Train Loss:0.0009236, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:45:06,569 - wikidata12k_1n - [INFO] - [E:470| 1400]: Train Loss:0.00092379, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:46:09,308 - wikidata12k_1n - [INFO] - [E:470| 1500]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:47:12,066 - wikidata12k_1n - [INFO] - [E:470| 1600]: Train Loss:0.00092361, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:47:53,060 - wikidata12k_1n - [INFO] - [Epoch:470]: Training Loss:0.0009237
2023-05-13 03:47:53,276 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 03:48:14,502 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 03:48:26,819 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 03:48:48,242 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 03:49:00,419 - wikidata12k_1n - [INFO] - [Evaluating Epoch 470 valid]:
MRR: Tail : 0.50999, Head : 0.31641, Avg : 0.4132
2023-05-13 03:49:00,419 - wikidata12k_1n - [INFO] - [Epoch 470]: Training Loss: 0.0009237, Valid MRR: 0.44582,
2023-05-13 03:49:01,064 - wikidata12k_1n - [INFO] - [E:471| 0]: Train Loss:0.00091161, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:50:03,920 - wikidata12k_1n - [INFO] - [E:471| 100]: Train Loss:0.00092201, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:51:06,718 - wikidata12k_1n - [INFO] - [E:471| 200]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:52:09,586 - wikidata12k_1n - [INFO] - [E:471| 300]: Train Loss:0.00092358, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:53:12,458 - wikidata12k_1n - [INFO] - [E:471| 400]: Train Loss:0.00092404, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:54:15,218 - wikidata12k_1n - [INFO] - [E:471| 500]: Train Loss:0.00092483, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:55:17,979 - wikidata12k_1n - [INFO] - [E:471| 600]: Train Loss:0.00092449, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:56:20,715 - wikidata12k_1n - [INFO] - [E:471| 700]: Train Loss:0.00092428, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:57:23,584 - wikidata12k_1n - [INFO] - [E:471| 800]: Train Loss:0.00092434, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:58:26,444 - wikidata12k_1n - [INFO] - [E:471| 900]: Train Loss:0.00092434, Val MRR:0.44582, wikidata12k_1n
2023-05-13 03:59:29,314 - wikidata12k_1n - [INFO] - [E:471| 1000]: Train Loss:0.00092422, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:00:32,153 - wikidata12k_1n - [INFO] - [E:471| 1100]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:01:35,015 - wikidata12k_1n - [INFO] - [E:471| 1200]: Train Loss:0.00092381, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:02:37,781 - wikidata12k_1n - [INFO] - [E:471| 1300]: Train Loss:0.00092383, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:03:40,604 - wikidata12k_1n - [INFO] - [E:471| 1400]: Train Loss:0.00092365, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:04:43,415 - wikidata12k_1n - [INFO] - [E:471| 1500]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:05:46,233 - wikidata12k_1n - [INFO] - [E:471| 1600]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:06:27,299 - wikidata12k_1n - [INFO] - [Epoch:471]: Training Loss:0.0009236
2023-05-13 04:06:27,514 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 04:06:48,736 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 04:07:01,044 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 04:07:22,432 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 04:07:34,598 - wikidata12k_1n - [INFO] - [Evaluating Epoch 471 valid]:
MRR: Tail : 0.50709, Head : 0.35074, Avg : 0.42892
2023-05-13 04:07:34,598 - wikidata12k_1n - [INFO] - [Epoch 471]: Training Loss: 0.00092356, Valid MRR: 0.44582,
2023-05-13 04:07:35,239 - wikidata12k_1n - [INFO] - [E:472| 0]: Train Loss:0.0009069, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:08:37,990 - wikidata12k_1n - [INFO] - [E:472| 100]: Train Loss:0.00092654, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:09:40,771 - wikidata12k_1n - [INFO] - [E:472| 200]: Train Loss:0.00092567, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:10:43,602 - wikidata12k_1n - [INFO] - [E:472| 300]: Train Loss:0.00092659, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:11:46,480 - wikidata12k_1n - [INFO] - [E:472| 400]: Train Loss:0.00092591, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:12:49,267 - wikidata12k_1n - [INFO] - [E:472| 500]: Train Loss:0.00092541, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:13:52,079 - wikidata12k_1n - [INFO] - [E:472| 600]: Train Loss:0.00092548, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:14:54,926 - wikidata12k_1n - [INFO] - [E:472| 700]: Train Loss:0.00092523, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:15:57,685 - wikidata12k_1n - [INFO] - [E:472| 800]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:17:00,419 - wikidata12k_1n - [INFO] - [E:472| 900]: Train Loss:0.00092493, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:18:03,284 - wikidata12k_1n - [INFO] - [E:472| 1000]: Train Loss:0.00092436, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:19:06,162 - wikidata12k_1n - [INFO] - [E:472| 1100]: Train Loss:0.00092429, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:20:09,016 - wikidata12k_1n - [INFO] - [E:472| 1200]: Train Loss:0.00092385, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:21:11,863 - wikidata12k_1n - [INFO] - [E:472| 1300]: Train Loss:0.00092354, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:22:14,739 - wikidata12k_1n - [INFO] - [E:472| 1400]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:23:17,652 - wikidata12k_1n - [INFO] - [E:472| 1500]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:24:20,494 - wikidata12k_1n - [INFO] - [E:472| 1600]: Train Loss:0.00092342, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:25:01,548 - wikidata12k_1n - [INFO] - [Epoch:472]: Training Loss:0.0009235
2023-05-13 04:25:01,762 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 04:25:22,987 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 04:25:35,279 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 04:25:56,677 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 04:26:08,850 - wikidata12k_1n - [INFO] - [Evaluating Epoch 472 valid]:
MRR: Tail : 0.51087, Head : 0.34591, Avg : 0.42839
2023-05-13 04:26:08,850 - wikidata12k_1n - [INFO] - [Epoch 472]: Training Loss: 0.00092353, Valid MRR: 0.44582,
2023-05-13 04:26:09,492 - wikidata12k_1n - [INFO] - [E:473| 0]: Train Loss:0.00093812, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:27:12,345 - wikidata12k_1n - [INFO] - [E:473| 100]: Train Loss:0.00092328, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:28:15,171 - wikidata12k_1n - [INFO] - [E:473| 200]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:29:17,930 - wikidata12k_1n - [INFO] - [E:473| 300]: Train Loss:0.00092261, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:30:20,701 - wikidata12k_1n - [INFO] - [E:473| 400]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:31:23,523 - wikidata12k_1n - [INFO] - [E:473| 500]: Train Loss:0.00092208, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:32:26,272 - wikidata12k_1n - [INFO] - [E:473| 600]: Train Loss:0.00092303, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:33:29,076 - wikidata12k_1n - [INFO] - [E:473| 700]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:34:31,892 - wikidata12k_1n - [INFO] - [E:473| 800]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:35:34,709 - wikidata12k_1n - [INFO] - [E:473| 900]: Train Loss:0.00092383, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:36:37,582 - wikidata12k_1n - [INFO] - [E:473| 1000]: Train Loss:0.00092375, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:37:40,407 - wikidata12k_1n - [INFO] - [E:473| 1100]: Train Loss:0.00092347, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:38:43,249 - wikidata12k_1n - [INFO] - [E:473| 1200]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:39:46,072 - wikidata12k_1n - [INFO] - [E:473| 1300]: Train Loss:0.00092313, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:40:48,814 - wikidata12k_1n - [INFO] - [E:473| 1400]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:41:51,612 - wikidata12k_1n - [INFO] - [E:473| 1500]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:42:54,446 - wikidata12k_1n - [INFO] - [E:473| 1600]: Train Loss:0.00092355, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:43:35,536 - wikidata12k_1n - [INFO] - [Epoch:473]: Training Loss:0.0009236
2023-05-13 04:43:35,752 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 04:43:57,034 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 04:44:09,343 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 04:44:30,767 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 04:44:42,951 - wikidata12k_1n - [INFO] - [Evaluating Epoch 473 valid]:
MRR: Tail : 0.50594, Head : 0.37134, Avg : 0.43864
2023-05-13 04:44:42,952 - wikidata12k_1n - [INFO] - [Epoch 473]: Training Loss: 0.00092357, Valid MRR: 0.44582,
2023-05-13 04:44:43,594 - wikidata12k_1n - [INFO] - [E:474| 0]: Train Loss:0.00090343, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:45:46,446 - wikidata12k_1n - [INFO] - [E:474| 100]: Train Loss:0.00092418, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:46:49,214 - wikidata12k_1n - [INFO] - [E:474| 200]: Train Loss:0.00092316, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:47:52,059 - wikidata12k_1n - [INFO] - [E:474| 300]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:48:54,834 - wikidata12k_1n - [INFO] - [E:474| 400]: Train Loss:0.00092412, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:49:57,659 - wikidata12k_1n - [INFO] - [E:474| 500]: Train Loss:0.00092489, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:51:00,532 - wikidata12k_1n - [INFO] - [E:474| 600]: Train Loss:0.00092471, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:52:03,382 - wikidata12k_1n - [INFO] - [E:474| 700]: Train Loss:0.00092485, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:53:06,197 - wikidata12k_1n - [INFO] - [E:474| 800]: Train Loss:0.00092409, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:54:08,996 - wikidata12k_1n - [INFO] - [E:474| 900]: Train Loss:0.00092412, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:55:11,787 - wikidata12k_1n - [INFO] - [E:474| 1000]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:56:14,712 - wikidata12k_1n - [INFO] - [E:474| 1100]: Train Loss:0.00092367, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:57:17,471 - wikidata12k_1n - [INFO] - [E:474| 1200]: Train Loss:0.0009241, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:58:20,306 - wikidata12k_1n - [INFO] - [E:474| 1300]: Train Loss:0.00092399, Val MRR:0.44582, wikidata12k_1n
2023-05-13 04:59:23,106 - wikidata12k_1n - [INFO] - [E:474| 1400]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:00:25,942 - wikidata12k_1n - [INFO] - [E:474| 1500]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:01:28,793 - wikidata12k_1n - [INFO] - [E:474| 1600]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:02:09,835 - wikidata12k_1n - [INFO] - [Epoch:474]: Training Loss:0.0009236
2023-05-13 05:02:10,049 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 05:02:31,282 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 05:02:43,577 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 05:03:05,006 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 05:03:17,183 - wikidata12k_1n - [INFO] - [Evaluating Epoch 474 valid]:
MRR: Tail : 0.50497, Head : 0.36425, Avg : 0.43461
2023-05-13 05:03:17,183 - wikidata12k_1n - [INFO] - [Epoch 474]: Training Loss: 0.00092359, Valid MRR: 0.44582,
2023-05-13 05:03:17,828 - wikidata12k_1n - [INFO] - [E:475| 0]: Train Loss:0.00090893, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:04:20,679 - wikidata12k_1n - [INFO] - [E:475| 100]: Train Loss:0.00092122, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:05:23,623 - wikidata12k_1n - [INFO] - [E:475| 200]: Train Loss:0.00092218, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:06:26,484 - wikidata12k_1n - [INFO] - [E:475| 300]: Train Loss:0.00092337, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:07:29,368 - wikidata12k_1n - [INFO] - [E:475| 400]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:08:32,255 - wikidata12k_1n - [INFO] - [E:475| 500]: Train Loss:0.00092375, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:09:35,163 - wikidata12k_1n - [INFO] - [E:475| 600]: Train Loss:0.00092416, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:10:38,025 - wikidata12k_1n - [INFO] - [E:475| 700]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:11:40,937 - wikidata12k_1n - [INFO] - [E:475| 800]: Train Loss:0.00092396, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:12:43,757 - wikidata12k_1n - [INFO] - [E:475| 900]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:13:46,648 - wikidata12k_1n - [INFO] - [E:475| 1000]: Train Loss:0.0009237, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:14:49,527 - wikidata12k_1n - [INFO] - [E:475| 1100]: Train Loss:0.00092365, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:15:52,360 - wikidata12k_1n - [INFO] - [E:475| 1200]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:16:55,187 - wikidata12k_1n - [INFO] - [E:475| 1300]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:17:57,988 - wikidata12k_1n - [INFO] - [E:475| 1400]: Train Loss:0.00092338, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:19:00,759 - wikidata12k_1n - [INFO] - [E:475| 1500]: Train Loss:0.00092349, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:20:03,537 - wikidata12k_1n - [INFO] - [E:475| 1600]: Train Loss:0.00092329, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:20:44,604 - wikidata12k_1n - [INFO] - [Epoch:475]: Training Loss:0.0009233
2023-05-13 05:20:44,818 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 05:21:06,063 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 05:21:18,395 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 05:21:39,846 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 05:21:52,024 - wikidata12k_1n - [INFO] - [Evaluating Epoch 475 valid]:
MRR: Tail : 0.50232, Head : 0.34983, Avg : 0.42607
2023-05-13 05:21:52,024 - wikidata12k_1n - [INFO] - [Epoch 475]: Training Loss: 0.00092329, Valid MRR: 0.44582,
2023-05-13 05:21:52,668 - wikidata12k_1n - [INFO] - [E:476| 0]: Train Loss:0.0009147, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:22:55,434 - wikidata12k_1n - [INFO] - [E:476| 100]: Train Loss:0.00092035, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:23:58,186 - wikidata12k_1n - [INFO] - [E:476| 200]: Train Loss:0.000922, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:25:01,027 - wikidata12k_1n - [INFO] - [E:476| 300]: Train Loss:0.00092258, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:26:03,846 - wikidata12k_1n - [INFO] - [E:476| 400]: Train Loss:0.00092218, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:27:06,620 - wikidata12k_1n - [INFO] - [E:476| 500]: Train Loss:0.00092329, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:28:09,465 - wikidata12k_1n - [INFO] - [E:476| 600]: Train Loss:0.00092292, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:29:12,341 - wikidata12k_1n - [INFO] - [E:476| 700]: Train Loss:0.00092269, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:30:15,267 - wikidata12k_1n - [INFO] - [E:476| 800]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:31:18,099 - wikidata12k_1n - [INFO] - [E:476| 900]: Train Loss:0.0009229, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:32:20,899 - wikidata12k_1n - [INFO] - [E:476| 1000]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:33:23,639 - wikidata12k_1n - [INFO] - [E:476| 1100]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:34:26,398 - wikidata12k_1n - [INFO] - [E:476| 1200]: Train Loss:0.00092336, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:35:29,165 - wikidata12k_1n - [INFO] - [E:476| 1300]: Train Loss:0.0009234, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:36:32,041 - wikidata12k_1n - [INFO] - [E:476| 1400]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:37:34,943 - wikidata12k_1n - [INFO] - [E:476| 1500]: Train Loss:0.00092339, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:38:37,864 - wikidata12k_1n - [INFO] - [E:476| 1600]: Train Loss:0.0009234, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:39:18,906 - wikidata12k_1n - [INFO] - [Epoch:476]: Training Loss:0.0009235
2023-05-13 05:39:19,127 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 05:39:40,378 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 05:39:52,702 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 05:40:14,122 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 05:40:26,314 - wikidata12k_1n - [INFO] - [Evaluating Epoch 476 valid]:
MRR: Tail : 0.50731, Head : 0.36962, Avg : 0.43846
2023-05-13 05:40:26,314 - wikidata12k_1n - [INFO] - [Epoch 476]: Training Loss: 0.00092349, Valid MRR: 0.44582,
2023-05-13 05:40:26,958 - wikidata12k_1n - [INFO] - [E:477| 0]: Train Loss:0.00090448, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:41:29,857 - wikidata12k_1n - [INFO] - [E:477| 100]: Train Loss:0.00092085, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:42:32,733 - wikidata12k_1n - [INFO] - [E:477| 200]: Train Loss:0.00092345, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:43:35,531 - wikidata12k_1n - [INFO] - [E:477| 300]: Train Loss:0.00092424, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:44:38,382 - wikidata12k_1n - [INFO] - [E:477| 400]: Train Loss:0.00092439, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:45:41,194 - wikidata12k_1n - [INFO] - [E:477| 500]: Train Loss:0.00092376, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:46:43,982 - wikidata12k_1n - [INFO] - [E:477| 600]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:47:46,883 - wikidata12k_1n - [INFO] - [E:477| 700]: Train Loss:0.00092338, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:48:49,714 - wikidata12k_1n - [INFO] - [E:477| 800]: Train Loss:0.00092337, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:49:52,498 - wikidata12k_1n - [INFO] - [E:477| 900]: Train Loss:0.00092345, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:50:55,326 - wikidata12k_1n - [INFO] - [E:477| 1000]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:51:58,221 - wikidata12k_1n - [INFO] - [E:477| 1100]: Train Loss:0.00092298, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:53:01,055 - wikidata12k_1n - [INFO] - [E:477| 1200]: Train Loss:0.00092293, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:54:03,845 - wikidata12k_1n - [INFO] - [E:477| 1300]: Train Loss:0.00092307, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:55:06,581 - wikidata12k_1n - [INFO] - [E:477| 1400]: Train Loss:0.00092305, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:56:09,518 - wikidata12k_1n - [INFO] - [E:477| 1500]: Train Loss:0.00092313, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:57:12,408 - wikidata12k_1n - [INFO] - [E:477| 1600]: Train Loss:0.00092327, Val MRR:0.44582, wikidata12k_1n
2023-05-13 05:57:53,464 - wikidata12k_1n - [INFO] - [Epoch:477]: Training Loss:0.0009233
2023-05-13 05:57:53,680 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 05:58:14,927 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 05:58:27,224 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 05:58:48,756 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 05:59:00,925 - wikidata12k_1n - [INFO] - [Evaluating Epoch 477 valid]:
MRR: Tail : 0.50726, Head : 0.36484, Avg : 0.43605
2023-05-13 05:59:00,926 - wikidata12k_1n - [INFO] - [Epoch 477]: Training Loss: 0.00092333, Valid MRR: 0.44582,
2023-05-13 05:59:01,572 - wikidata12k_1n - [INFO] - [E:478| 0]: Train Loss:0.00093076, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:00:04,368 - wikidata12k_1n - [INFO] - [E:478| 100]: Train Loss:0.00092411, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:01:07,150 - wikidata12k_1n - [INFO] - [E:478| 200]: Train Loss:0.00092431, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:02:10,026 - wikidata12k_1n - [INFO] - [E:478| 300]: Train Loss:0.00092347, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:03:12,908 - wikidata12k_1n - [INFO] - [E:478| 400]: Train Loss:0.00092249, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:04:15,792 - wikidata12k_1n - [INFO] - [E:478| 500]: Train Loss:0.00092265, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:05:18,644 - wikidata12k_1n - [INFO] - [E:478| 600]: Train Loss:0.00092283, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:06:21,536 - wikidata12k_1n - [INFO] - [E:478| 700]: Train Loss:0.00092279, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:07:24,370 - wikidata12k_1n - [INFO] - [E:478| 800]: Train Loss:0.00092332, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:08:27,216 - wikidata12k_1n - [INFO] - [E:478| 900]: Train Loss:0.0009232, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:09:30,065 - wikidata12k_1n - [INFO] - [E:478| 1000]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:10:32,947 - wikidata12k_1n - [INFO] - [E:478| 1100]: Train Loss:0.00092309, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:11:35,783 - wikidata12k_1n - [INFO] - [E:478| 1200]: Train Loss:0.00092293, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:12:38,710 - wikidata12k_1n - [INFO] - [E:478| 1300]: Train Loss:0.00092303, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:13:41,573 - wikidata12k_1n - [INFO] - [E:478| 1400]: Train Loss:0.0009233, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:14:44,331 - wikidata12k_1n - [INFO] - [E:478| 1500]: Train Loss:0.00092339, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:15:47,178 - wikidata12k_1n - [INFO] - [E:478| 1600]: Train Loss:0.00092334, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:16:28,204 - wikidata12k_1n - [INFO] - [Epoch:478]: Training Loss:0.0009234
2023-05-13 06:16:28,420 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 06:16:49,678 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 06:17:01,985 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 06:17:23,395 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 06:17:35,576 - wikidata12k_1n - [INFO] - [Evaluating Epoch 478 valid]:
MRR: Tail : 0.50885, Head : 0.33884, Avg : 0.42385
2023-05-13 06:17:35,576 - wikidata12k_1n - [INFO] - [Epoch 478]: Training Loss: 0.00092342, Valid MRR: 0.44582,
2023-05-13 06:17:36,220 - wikidata12k_1n - [INFO] - [E:479| 0]: Train Loss:0.00091048, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:18:39,073 - wikidata12k_1n - [INFO] - [E:479| 100]: Train Loss:0.00092168, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:19:41,927 - wikidata12k_1n - [INFO] - [E:479| 200]: Train Loss:0.0009226, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:20:44,820 - wikidata12k_1n - [INFO] - [E:479| 300]: Train Loss:0.00092254, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:21:47,615 - wikidata12k_1n - [INFO] - [E:479| 400]: Train Loss:0.00092315, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:22:50,468 - wikidata12k_1n - [INFO] - [E:479| 500]: Train Loss:0.00092346, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:23:53,310 - wikidata12k_1n - [INFO] - [E:479| 600]: Train Loss:0.00092345, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:24:56,074 - wikidata12k_1n - [INFO] - [E:479| 700]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:25:58,899 - wikidata12k_1n - [INFO] - [E:479| 800]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:27:01,714 - wikidata12k_1n - [INFO] - [E:479| 900]: Train Loss:0.00092347, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:28:04,582 - wikidata12k_1n - [INFO] - [E:479| 1000]: Train Loss:0.0009234, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:29:07,485 - wikidata12k_1n - [INFO] - [E:479| 1100]: Train Loss:0.00092318, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:30:10,294 - wikidata12k_1n - [INFO] - [E:479| 1200]: Train Loss:0.00092352, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:31:13,233 - wikidata12k_1n - [INFO] - [E:479| 1300]: Train Loss:0.00092343, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:32:16,128 - wikidata12k_1n - [INFO] - [E:479| 1400]: Train Loss:0.00092335, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:33:19,012 - wikidata12k_1n - [INFO] - [E:479| 1500]: Train Loss:0.00092338, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:34:21,897 - wikidata12k_1n - [INFO] - [E:479| 1600]: Train Loss:0.00092346, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:35:02,978 - wikidata12k_1n - [INFO] - [Epoch:479]: Training Loss:0.0009234
2023-05-13 06:35:03,193 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 06:35:24,442 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 06:35:36,745 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 06:35:58,174 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 06:36:10,364 - wikidata12k_1n - [INFO] - [Evaluating Epoch 479 valid]:
MRR: Tail : 0.50946, Head : 0.36296, Avg : 0.43621
MR: Tail : 770.76, Head : 949.91, Avg : 860.33
Hit-1: Tail : 0.42671, Head : 0.26183, Avg : 0.34427
Hit-3: Tail : 0.55864, Head : 0.41523, Avg : 0.48694
Hit-10: Tail : 0.65929, Head : 0.5575, Avg : 0.6084
2023-05-13 06:36:10,364 - wikidata12k_1n - [INFO] - [Epoch 479]: Training Loss: 0.00092344, Valid MRR: 0.44582,
2023-05-13 06:36:11,006 - wikidata12k_1n - [INFO] - [E:480| 0]: Train Loss:0.00092454, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:37:13,943 - wikidata12k_1n - [INFO] - [E:480| 100]: Train Loss:0.00092074, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:38:16,740 - wikidata12k_1n - [INFO] - [E:480| 200]: Train Loss:0.00092131, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:39:19,624 - wikidata12k_1n - [INFO] - [E:480| 300]: Train Loss:0.00092151, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:40:22,438 - wikidata12k_1n - [INFO] - [E:480| 400]: Train Loss:0.00092212, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:41:25,230 - wikidata12k_1n - [INFO] - [E:480| 500]: Train Loss:0.00092185, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:42:28,093 - wikidata12k_1n - [INFO] - [E:480| 600]: Train Loss:0.00092233, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:43:30,992 - wikidata12k_1n - [INFO] - [E:480| 700]: Train Loss:0.00092265, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:44:33,769 - wikidata12k_1n - [INFO] - [E:480| 800]: Train Loss:0.00092279, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:45:36,582 - wikidata12k_1n - [INFO] - [E:480| 900]: Train Loss:0.00092293, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:46:39,517 - wikidata12k_1n - [INFO] - [E:480| 1000]: Train Loss:0.00092295, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:47:42,348 - wikidata12k_1n - [INFO] - [E:480| 1100]: Train Loss:0.0009232, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:48:45,133 - wikidata12k_1n - [INFO] - [E:480| 1200]: Train Loss:0.00092315, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:49:47,975 - wikidata12k_1n - [INFO] - [E:480| 1300]: Train Loss:0.00092288, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:50:50,796 - wikidata12k_1n - [INFO] - [E:480| 1400]: Train Loss:0.00092294, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:51:53,622 - wikidata12k_1n - [INFO] - [E:480| 1500]: Train Loss:0.0009231, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:52:56,446 - wikidata12k_1n - [INFO] - [E:480| 1600]: Train Loss:0.0009234, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:53:37,494 - wikidata12k_1n - [INFO] - [Epoch:480]: Training Loss:0.0009234
2023-05-13 06:53:37,711 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 06:53:58,953 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 06:54:11,257 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 06:54:32,762 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 06:54:44,964 - wikidata12k_1n - [INFO] - [Evaluating Epoch 480 valid]:
MRR: Tail : 0.51296, Head : 0.35427, Avg : 0.43361
2023-05-13 06:54:44,964 - wikidata12k_1n - [INFO] - [Epoch 480]: Training Loss: 0.00092341, Valid MRR: 0.44582,
2023-05-13 06:54:45,607 - wikidata12k_1n - [INFO] - [E:481| 0]: Train Loss:0.00091479, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:55:48,504 - wikidata12k_1n - [INFO] - [E:481| 100]: Train Loss:0.00092739, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:56:51,274 - wikidata12k_1n - [INFO] - [E:481| 200]: Train Loss:0.00092565, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:57:54,050 - wikidata12k_1n - [INFO] - [E:481| 300]: Train Loss:0.00092509, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:58:56,849 - wikidata12k_1n - [INFO] - [E:481| 400]: Train Loss:0.00092417, Val MRR:0.44582, wikidata12k_1n
2023-05-13 06:59:59,591 - wikidata12k_1n - [INFO] - [E:481| 500]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:01:02,476 - wikidata12k_1n - [INFO] - [E:481| 600]: Train Loss:0.00092363, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:02:05,248 - wikidata12k_1n - [INFO] - [E:481| 700]: Train Loss:0.0009236, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:03:08,124 - wikidata12k_1n - [INFO] - [E:481| 800]: Train Loss:0.00092355, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:04:10,955 - wikidata12k_1n - [INFO] - [E:481| 900]: Train Loss:0.00092355, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:05:13,791 - wikidata12k_1n - [INFO] - [E:481| 1000]: Train Loss:0.00092388, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:06:16,585 - wikidata12k_1n - [INFO] - [E:481| 1100]: Train Loss:0.00092384, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:07:19,327 - wikidata12k_1n - [INFO] - [E:481| 1200]: Train Loss:0.00092397, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:08:22,136 - wikidata12k_1n - [INFO] - [E:481| 1300]: Train Loss:0.00092387, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:09:24,970 - wikidata12k_1n - [INFO] - [E:481| 1400]: Train Loss:0.00092362, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:10:27,838 - wikidata12k_1n - [INFO] - [E:481| 1500]: Train Loss:0.00092336, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:11:30,742 - wikidata12k_1n - [INFO] - [E:481| 1600]: Train Loss:0.0009234, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:12:11,835 - wikidata12k_1n - [INFO] - [Epoch:481]: Training Loss:0.0009234
2023-05-13 07:12:12,050 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 07:12:33,303 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 07:12:45,625 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 07:13:07,053 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 07:13:19,236 - wikidata12k_1n - [INFO] - [Evaluating Epoch 481 valid]:
MRR: Tail : 0.50825, Head : 0.36263, Avg : 0.43544
2023-05-13 07:13:19,236 - wikidata12k_1n - [INFO] - [Epoch 481]: Training Loss: 0.00092343, Valid MRR: 0.44582,
2023-05-13 07:13:19,878 - wikidata12k_1n - [INFO] - [E:482| 0]: Train Loss:0.00091324, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:14:22,729 - wikidata12k_1n - [INFO] - [E:482| 100]: Train Loss:0.00092448, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:15:25,529 - wikidata12k_1n - [INFO] - [E:482| 200]: Train Loss:0.0009246, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:16:28,418 - wikidata12k_1n - [INFO] - [E:482| 300]: Train Loss:0.00092502, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:17:31,236 - wikidata12k_1n - [INFO] - [E:482| 400]: Train Loss:0.00092483, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:18:34,043 - wikidata12k_1n - [INFO] - [E:482| 500]: Train Loss:0.00092448, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:19:36,920 - wikidata12k_1n - [INFO] - [E:482| 600]: Train Loss:0.00092393, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:20:39,694 - wikidata12k_1n - [INFO] - [E:482| 700]: Train Loss:0.00092333, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:21:42,439 - wikidata12k_1n - [INFO] - [E:482| 800]: Train Loss:0.00092305, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:22:45,207 - wikidata12k_1n - [INFO] - [E:482| 900]: Train Loss:0.00092314, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:23:48,000 - wikidata12k_1n - [INFO] - [E:482| 1000]: Train Loss:0.0009231, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:24:50,861 - wikidata12k_1n - [INFO] - [E:482| 1100]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:25:53,766 - wikidata12k_1n - [INFO] - [E:482| 1200]: Train Loss:0.0009232, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:26:56,647 - wikidata12k_1n - [INFO] - [E:482| 1300]: Train Loss:0.00092339, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:27:59,591 - wikidata12k_1n - [INFO] - [E:482| 1400]: Train Loss:0.00092324, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:29:02,415 - wikidata12k_1n - [INFO] - [E:482| 1500]: Train Loss:0.00092321, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:30:05,254 - wikidata12k_1n - [INFO] - [E:482| 1600]: Train Loss:0.00092339, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:30:46,327 - wikidata12k_1n - [INFO] - [Epoch:482]: Training Loss:0.0009234
2023-05-13 07:30:46,543 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 07:31:07,785 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 07:31:20,088 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 07:31:41,505 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 07:31:53,688 - wikidata12k_1n - [INFO] - [Evaluating Epoch 482 valid]:
MRR: Tail : 0.51016, Head : 0.31997, Avg : 0.41506
2023-05-13 07:31:53,688 - wikidata12k_1n - [INFO] - [Epoch 482]: Training Loss: 0.00092337, Valid MRR: 0.44582,
2023-05-13 07:31:54,329 - wikidata12k_1n - [INFO] - [E:483| 0]: Train Loss:0.00091938, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:32:57,151 - wikidata12k_1n - [INFO] - [E:483| 100]: Train Loss:0.00092281, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:34:00,008 - wikidata12k_1n - [INFO] - [E:483| 200]: Train Loss:0.00092571, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:35:02,850 - wikidata12k_1n - [INFO] - [E:483| 300]: Train Loss:0.00092361, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:36:05,647 - wikidata12k_1n - [INFO] - [E:483| 400]: Train Loss:0.0009244, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:37:08,472 - wikidata12k_1n - [INFO] - [E:483| 500]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:38:11,259 - wikidata12k_1n - [INFO] - [E:483| 600]: Train Loss:0.00092376, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:39:14,109 - wikidata12k_1n - [INFO] - [E:483| 700]: Train Loss:0.00092334, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:40:17,013 - wikidata12k_1n - [INFO] - [E:483| 800]: Train Loss:0.00092293, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:41:19,912 - wikidata12k_1n - [INFO] - [E:483| 900]: Train Loss:0.00092298, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:42:22,793 - wikidata12k_1n - [INFO] - [E:483| 1000]: Train Loss:0.00092307, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:43:25,608 - wikidata12k_1n - [INFO] - [E:483| 1100]: Train Loss:0.00092272, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:44:28,435 - wikidata12k_1n - [INFO] - [E:483| 1200]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:45:31,364 - wikidata12k_1n - [INFO] - [E:483| 1300]: Train Loss:0.00092296, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:46:34,155 - wikidata12k_1n - [INFO] - [E:483| 1400]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:47:37,029 - wikidata12k_1n - [INFO] - [E:483| 1500]: Train Loss:0.00092307, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:48:39,837 - wikidata12k_1n - [INFO] - [E:483| 1600]: Train Loss:0.00092307, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:49:20,934 - wikidata12k_1n - [INFO] - [Epoch:483]: Training Loss:0.0009232
2023-05-13 07:49:21,150 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 07:49:42,410 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 07:49:54,714 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 07:50:16,119 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 07:50:28,307 - wikidata12k_1n - [INFO] - [Evaluating Epoch 483 valid]:
MRR: Tail : 0.50749, Head : 0.36315, Avg : 0.43532
2023-05-13 07:50:28,307 - wikidata12k_1n - [INFO] - [Epoch 483]: Training Loss: 0.00092323, Valid MRR: 0.44582,
2023-05-13 07:50:28,950 - wikidata12k_1n - [INFO] - [E:484| 0]: Train Loss:0.0009276, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:51:31,827 - wikidata12k_1n - [INFO] - [E:484| 100]: Train Loss:0.0009235, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:52:34,606 - wikidata12k_1n - [INFO] - [E:484| 200]: Train Loss:0.0009211, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:53:37,418 - wikidata12k_1n - [INFO] - [E:484| 300]: Train Loss:0.0009218, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:54:40,268 - wikidata12k_1n - [INFO] - [E:484| 400]: Train Loss:0.00092187, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:55:43,069 - wikidata12k_1n - [INFO] - [E:484| 500]: Train Loss:0.00092291, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:56:45,828 - wikidata12k_1n - [INFO] - [E:484| 600]: Train Loss:0.00092257, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:57:48,699 - wikidata12k_1n - [INFO] - [E:484| 700]: Train Loss:0.00092263, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:58:51,536 - wikidata12k_1n - [INFO] - [E:484| 800]: Train Loss:0.00092281, Val MRR:0.44582, wikidata12k_1n
2023-05-13 07:59:54,349 - wikidata12k_1n - [INFO] - [E:484| 900]: Train Loss:0.00092281, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:00:57,155 - wikidata12k_1n - [INFO] - [E:484| 1000]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:02:00,081 - wikidata12k_1n - [INFO] - [E:484| 1100]: Train Loss:0.0009228, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:03:02,925 - wikidata12k_1n - [INFO] - [E:484| 1200]: Train Loss:0.00092275, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:04:05,740 - wikidata12k_1n - [INFO] - [E:484| 1300]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:05:08,510 - wikidata12k_1n - [INFO] - [E:484| 1400]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:06:11,312 - wikidata12k_1n - [INFO] - [E:484| 1500]: Train Loss:0.00092316, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:07:14,056 - wikidata12k_1n - [INFO] - [E:484| 1600]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:07:55,041 - wikidata12k_1n - [INFO] - [Epoch:484]: Training Loss:0.0009231
2023-05-13 08:07:55,257 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 08:08:16,482 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 08:08:28,773 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 08:08:50,184 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 08:09:02,362 - wikidata12k_1n - [INFO] - [Evaluating Epoch 484 valid]:
MRR: Tail : 0.50549, Head : 0.36644, Avg : 0.43596
2023-05-13 08:09:02,363 - wikidata12k_1n - [INFO] - [Epoch 484]: Training Loss: 0.00092313, Valid MRR: 0.44582,
2023-05-13 08:09:03,003 - wikidata12k_1n - [INFO] - [E:485| 0]: Train Loss:0.00091905, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:10:05,889 - wikidata12k_1n - [INFO] - [E:485| 100]: Train Loss:0.00092411, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:11:08,698 - wikidata12k_1n - [INFO] - [E:485| 200]: Train Loss:0.00092341, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:12:11,626 - wikidata12k_1n - [INFO] - [E:485| 300]: Train Loss:0.00092218, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:13:14,499 - wikidata12k_1n - [INFO] - [E:485| 400]: Train Loss:0.00092167, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:14:17,345 - wikidata12k_1n - [INFO] - [E:485| 500]: Train Loss:0.00092235, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:15:20,159 - wikidata12k_1n - [INFO] - [E:485| 600]: Train Loss:0.00092244, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:16:22,937 - wikidata12k_1n - [INFO] - [E:485| 700]: Train Loss:0.00092226, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:17:25,718 - wikidata12k_1n - [INFO] - [E:485| 800]: Train Loss:0.00092215, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:18:28,578 - wikidata12k_1n - [INFO] - [E:485| 900]: Train Loss:0.00092202, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:19:31,385 - wikidata12k_1n - [INFO] - [E:485| 1000]: Train Loss:0.0009223, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:20:34,221 - wikidata12k_1n - [INFO] - [E:485| 1100]: Train Loss:0.00092235, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:21:36,994 - wikidata12k_1n - [INFO] - [E:485| 1200]: Train Loss:0.0009226, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:22:39,766 - wikidata12k_1n - [INFO] - [E:485| 1300]: Train Loss:0.00092258, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:23:42,568 - wikidata12k_1n - [INFO] - [E:485| 1400]: Train Loss:0.00092261, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:24:45,371 - wikidata12k_1n - [INFO] - [E:485| 1500]: Train Loss:0.00092246, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:25:48,160 - wikidata12k_1n - [INFO] - [E:485| 1600]: Train Loss:0.0009229, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:26:29,329 - wikidata12k_1n - [INFO] - [Epoch:485]: Training Loss:0.000923
2023-05-13 08:26:29,544 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 08:26:50,791 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 08:27:03,092 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 08:27:24,510 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 08:27:36,696 - wikidata12k_1n - [INFO] - [Evaluating Epoch 485 valid]:
MRR: Tail : 0.51122, Head : 0.36322, Avg : 0.43722
2023-05-13 08:27:36,696 - wikidata12k_1n - [INFO] - [Epoch 485]: Training Loss: 0.00092302, Valid MRR: 0.44582,
2023-05-13 08:27:37,338 - wikidata12k_1n - [INFO] - [E:486| 0]: Train Loss:0.00091833, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:28:40,146 - wikidata12k_1n - [INFO] - [E:486| 100]: Train Loss:0.00092198, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:29:42,988 - wikidata12k_1n - [INFO] - [E:486| 200]: Train Loss:0.00092284, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:30:45,772 - wikidata12k_1n - [INFO] - [E:486| 300]: Train Loss:0.000923, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:31:48,622 - wikidata12k_1n - [INFO] - [E:486| 400]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:32:51,386 - wikidata12k_1n - [INFO] - [E:486| 500]: Train Loss:0.00092414, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:33:54,140 - wikidata12k_1n - [INFO] - [E:486| 600]: Train Loss:0.00092413, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:34:56,883 - wikidata12k_1n - [INFO] - [E:486| 700]: Train Loss:0.00092374, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:35:59,841 - wikidata12k_1n - [INFO] - [E:486| 800]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:37:02,683 - wikidata12k_1n - [INFO] - [E:486| 900]: Train Loss:0.00092389, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:38:05,511 - wikidata12k_1n - [INFO] - [E:486| 1000]: Train Loss:0.00092344, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:39:08,371 - wikidata12k_1n - [INFO] - [E:486| 1100]: Train Loss:0.00092364, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:40:11,129 - wikidata12k_1n - [INFO] - [E:486| 1200]: Train Loss:0.00092366, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:41:13,956 - wikidata12k_1n - [INFO] - [E:486| 1300]: Train Loss:0.00092344, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:42:16,834 - wikidata12k_1n - [INFO] - [E:486| 1400]: Train Loss:0.00092345, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:43:19,682 - wikidata12k_1n - [INFO] - [E:486| 1500]: Train Loss:0.00092345, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:44:22,535 - wikidata12k_1n - [INFO] - [E:486| 1600]: Train Loss:0.00092343, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:45:03,622 - wikidata12k_1n - [INFO] - [Epoch:486]: Training Loss:0.0009234
2023-05-13 08:45:03,838 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 08:45:25,102 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 08:45:37,410 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 08:45:58,831 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 08:46:11,016 - wikidata12k_1n - [INFO] - [Evaluating Epoch 486 valid]:
MRR: Tail : 0.51483, Head : 0.36115, Avg : 0.43799
2023-05-13 08:46:11,016 - wikidata12k_1n - [INFO] - [Epoch 486]: Training Loss: 0.00092341, Valid MRR: 0.44582,
2023-05-13 08:46:11,659 - wikidata12k_1n - [INFO] - [E:487| 0]: Train Loss:0.00093012, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:47:14,524 - wikidata12k_1n - [INFO] - [E:487| 100]: Train Loss:0.00092559, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:48:17,343 - wikidata12k_1n - [INFO] - [E:487| 200]: Train Loss:0.00092529, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:49:20,150 - wikidata12k_1n - [INFO] - [E:487| 300]: Train Loss:0.00092582, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:50:22,941 - wikidata12k_1n - [INFO] - [E:487| 400]: Train Loss:0.00092528, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:51:25,811 - wikidata12k_1n - [INFO] - [E:487| 500]: Train Loss:0.00092455, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:52:28,648 - wikidata12k_1n - [INFO] - [E:487| 600]: Train Loss:0.00092377, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:53:31,423 - wikidata12k_1n - [INFO] - [E:487| 700]: Train Loss:0.00092386, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:54:34,192 - wikidata12k_1n - [INFO] - [E:487| 800]: Train Loss:0.00092373, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:55:36,943 - wikidata12k_1n - [INFO] - [E:487| 900]: Train Loss:0.00092335, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:56:39,708 - wikidata12k_1n - [INFO] - [E:487| 1000]: Train Loss:0.00092294, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:57:42,488 - wikidata12k_1n - [INFO] - [E:487| 1100]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:58:45,404 - wikidata12k_1n - [INFO] - [E:487| 1200]: Train Loss:0.00092325, Val MRR:0.44582, wikidata12k_1n
2023-05-13 08:59:48,227 - wikidata12k_1n - [INFO] - [E:487| 1300]: Train Loss:0.00092333, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:00:51,128 - wikidata12k_1n - [INFO] - [E:487| 1400]: Train Loss:0.00092333, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:01:53,967 - wikidata12k_1n - [INFO] - [E:487| 1500]: Train Loss:0.0009233, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:02:56,762 - wikidata12k_1n - [INFO] - [E:487| 1600]: Train Loss:0.0009232, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:03:37,788 - wikidata12k_1n - [INFO] - [Epoch:487]: Training Loss:0.0009232
2023-05-13 09:03:38,003 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 09:03:59,238 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 09:04:11,539 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 09:04:32,957 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 09:04:45,127 - wikidata12k_1n - [INFO] - [Evaluating Epoch 487 valid]:
MRR: Tail : 0.50932, Head : 0.36084, Avg : 0.43508
2023-05-13 09:04:45,127 - wikidata12k_1n - [INFO] - [Epoch 487]: Training Loss: 0.00092324, Valid MRR: 0.44582,
2023-05-13 09:04:45,770 - wikidata12k_1n - [INFO] - [E:488| 0]: Train Loss:0.00091852, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:05:48,549 - wikidata12k_1n - [INFO] - [E:488| 100]: Train Loss:0.00091901, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:06:51,327 - wikidata12k_1n - [INFO] - [E:488| 200]: Train Loss:0.00092218, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:07:54,140 - wikidata12k_1n - [INFO] - [E:488| 300]: Train Loss:0.00092241, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:08:57,038 - wikidata12k_1n - [INFO] - [E:488| 400]: Train Loss:0.00092256, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:09:59,884 - wikidata12k_1n - [INFO] - [E:488| 500]: Train Loss:0.00092225, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:11:02,752 - wikidata12k_1n - [INFO] - [E:488| 600]: Train Loss:0.00092264, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:12:05,554 - wikidata12k_1n - [INFO] - [E:488| 700]: Train Loss:0.00092348, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:13:08,346 - wikidata12k_1n - [INFO] - [E:488| 800]: Train Loss:0.00092301, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:14:11,135 - wikidata12k_1n - [INFO] - [E:488| 900]: Train Loss:0.00092282, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:15:13,916 - wikidata12k_1n - [INFO] - [E:488| 1000]: Train Loss:0.00092315, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:16:16,684 - wikidata12k_1n - [INFO] - [E:488| 1100]: Train Loss:0.00092329, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:17:19,579 - wikidata12k_1n - [INFO] - [E:488| 1200]: Train Loss:0.00092317, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:18:22,384 - wikidata12k_1n - [INFO] - [E:488| 1300]: Train Loss:0.00092317, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:19:25,147 - wikidata12k_1n - [INFO] - [E:488| 1400]: Train Loss:0.0009232, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:20:27,946 - wikidata12k_1n - [INFO] - [E:488| 1500]: Train Loss:0.00092321, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:21:30,744 - wikidata12k_1n - [INFO] - [E:488| 1600]: Train Loss:0.00092303, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:22:11,736 - wikidata12k_1n - [INFO] - [Epoch:488]: Training Loss:0.000923
2023-05-13 09:22:11,952 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 09:22:33,203 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 09:22:45,491 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 09:23:06,885 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 09:23:19,048 - wikidata12k_1n - [INFO] - [Evaluating Epoch 488 valid]:
MRR: Tail : 0.50981, Head : 0.35596, Avg : 0.43288
2023-05-13 09:23:19,048 - wikidata12k_1n - [INFO] - [Epoch 488]: Training Loss: 0.00092303, Valid MRR: 0.44582,
2023-05-13 09:23:19,689 - wikidata12k_1n - [INFO] - [E:489| 0]: Train Loss:0.00091014, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:24:22,491 - wikidata12k_1n - [INFO] - [E:489| 100]: Train Loss:0.00092331, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:25:25,292 - wikidata12k_1n - [INFO] - [E:489| 200]: Train Loss:0.00092204, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:26:28,150 - wikidata12k_1n - [INFO] - [E:489| 300]: Train Loss:0.00092146, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:27:30,934 - wikidata12k_1n - [INFO] - [E:489| 400]: Train Loss:0.00092179, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:28:33,677 - wikidata12k_1n - [INFO] - [E:489| 500]: Train Loss:0.00092196, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:29:36,487 - wikidata12k_1n - [INFO] - [E:489| 600]: Train Loss:0.00092216, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:30:39,247 - wikidata12k_1n - [INFO] - [E:489| 700]: Train Loss:0.00092211, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:31:42,051 - wikidata12k_1n - [INFO] - [E:489| 800]: Train Loss:0.00092219, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:32:44,797 - wikidata12k_1n - [INFO] - [E:489| 900]: Train Loss:0.00092235, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:33:47,550 - wikidata12k_1n - [INFO] - [E:489| 1000]: Train Loss:0.0009226, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:34:50,497 - wikidata12k_1n - [INFO] - [E:489| 1100]: Train Loss:0.00092301, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:35:53,459 - wikidata12k_1n - [INFO] - [E:489| 1200]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:36:56,321 - wikidata12k_1n - [INFO] - [E:489| 1300]: Train Loss:0.00092294, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:37:59,174 - wikidata12k_1n - [INFO] - [E:489| 1400]: Train Loss:0.00092309, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:39:02,033 - wikidata12k_1n - [INFO] - [E:489| 1500]: Train Loss:0.00092305, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:40:04,788 - wikidata12k_1n - [INFO] - [E:489| 1600]: Train Loss:0.00092301, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:40:45,840 - wikidata12k_1n - [INFO] - [Epoch:489]: Training Loss:0.0009231
2023-05-13 09:40:46,056 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 09:41:07,286 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 09:41:19,584 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 09:41:40,996 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 09:41:53,171 - wikidata12k_1n - [INFO] - [Evaluating Epoch 489 valid]:
MRR: Tail : 0.51102, Head : 0.36482, Avg : 0.43792
MR: Tail : 785.7, Head : 997.24, Avg : 891.47
Hit-1: Tail : 0.42914, Head : 0.26405, Avg : 0.3466
Hit-3: Tail : 0.55923, Head : 0.42251, Avg : 0.49087
Hit-10: Tail : 0.65781, Head : 0.55419, Avg : 0.606
2023-05-13 09:41:53,171 - wikidata12k_1n - [INFO] - [Epoch 489]: Training Loss: 0.00092306, Valid MRR: 0.44582,
2023-05-13 09:41:53,815 - wikidata12k_1n - [INFO] - [E:490| 0]: Train Loss:0.00094782, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:42:56,785 - wikidata12k_1n - [INFO] - [E:490| 100]: Train Loss:0.00091826, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:43:59,632 - wikidata12k_1n - [INFO] - [E:490| 200]: Train Loss:0.00092037, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:45:02,526 - wikidata12k_1n - [INFO] - [E:490| 300]: Train Loss:0.00092132, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:46:05,366 - wikidata12k_1n - [INFO] - [E:490| 400]: Train Loss:0.00092175, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:47:08,200 - wikidata12k_1n - [INFO] - [E:490| 500]: Train Loss:0.00092176, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:48:11,028 - wikidata12k_1n - [INFO] - [E:490| 600]: Train Loss:0.00092182, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:49:13,870 - wikidata12k_1n - [INFO] - [E:490| 700]: Train Loss:0.00092196, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:50:16,641 - wikidata12k_1n - [INFO] - [E:490| 800]: Train Loss:0.00092258, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:51:19,482 - wikidata12k_1n - [INFO] - [E:490| 900]: Train Loss:0.00092256, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:52:22,263 - wikidata12k_1n - [INFO] - [E:490| 1000]: Train Loss:0.00092248, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:53:25,114 - wikidata12k_1n - [INFO] - [E:490| 1100]: Train Loss:0.0009227, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:54:27,960 - wikidata12k_1n - [INFO] - [E:490| 1200]: Train Loss:0.00092251, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:55:30,829 - wikidata12k_1n - [INFO] - [E:490| 1300]: Train Loss:0.00092257, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:56:33,610 - wikidata12k_1n - [INFO] - [E:490| 1400]: Train Loss:0.00092249, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:57:36,510 - wikidata12k_1n - [INFO] - [E:490| 1500]: Train Loss:0.00092242, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:58:39,322 - wikidata12k_1n - [INFO] - [E:490| 1600]: Train Loss:0.00092271, Val MRR:0.44582, wikidata12k_1n
2023-05-13 09:59:20,396 - wikidata12k_1n - [INFO] - [Epoch:490]: Training Loss:0.0009228
2023-05-13 09:59:20,617 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 09:59:41,881 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 09:59:54,172 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 10:00:15,566 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 10:00:27,748 - wikidata12k_1n - [INFO] - [Evaluating Epoch 490 valid]:
MRR: Tail : 0.50901, Head : 0.37202, Avg : 0.44051
2023-05-13 10:00:27,748 - wikidata12k_1n - [INFO] - [Epoch 490]: Training Loss: 0.00092276, Valid MRR: 0.44582,
2023-05-13 10:00:28,389 - wikidata12k_1n - [INFO] - [E:491| 0]: Train Loss:0.00092912, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:01:31,290 - wikidata12k_1n - [INFO] - [E:491| 100]: Train Loss:0.00091996, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:02:34,039 - wikidata12k_1n - [INFO] - [E:491| 200]: Train Loss:0.000922, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:03:36,852 - wikidata12k_1n - [INFO] - [E:491| 300]: Train Loss:0.00092253, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:04:39,612 - wikidata12k_1n - [INFO] - [E:491| 400]: Train Loss:0.00092263, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:05:42,467 - wikidata12k_1n - [INFO] - [E:491| 500]: Train Loss:0.00092267, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:06:45,359 - wikidata12k_1n - [INFO] - [E:491| 600]: Train Loss:0.00092251, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:07:48,273 - wikidata12k_1n - [INFO] - [E:491| 700]: Train Loss:0.00092233, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:08:51,047 - wikidata12k_1n - [INFO] - [E:491| 800]: Train Loss:0.0009226, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:09:53,994 - wikidata12k_1n - [INFO] - [E:491| 900]: Train Loss:0.00092275, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:10:56,860 - wikidata12k_1n - [INFO] - [E:491| 1000]: Train Loss:0.00092284, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:11:59,765 - wikidata12k_1n - [INFO] - [E:491| 1100]: Train Loss:0.0009227, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:13:02,617 - wikidata12k_1n - [INFO] - [E:491| 1200]: Train Loss:0.00092306, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:14:05,429 - wikidata12k_1n - [INFO] - [E:491| 1300]: Train Loss:0.00092321, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:15:08,192 - wikidata12k_1n - [INFO] - [E:491| 1400]: Train Loss:0.00092311, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:16:11,136 - wikidata12k_1n - [INFO] - [E:491| 1500]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:17:14,019 - wikidata12k_1n - [INFO] - [E:491| 1600]: Train Loss:0.00092294, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:17:55,058 - wikidata12k_1n - [INFO] - [Epoch:491]: Training Loss:0.0009229
2023-05-13 10:17:55,272 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 10:18:16,536 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 10:18:28,843 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 10:18:50,255 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 10:19:02,433 - wikidata12k_1n - [INFO] - [Evaluating Epoch 491 valid]:
MRR: Tail : 0.51097, Head : 0.36326, Avg : 0.43711
2023-05-13 10:19:02,433 - wikidata12k_1n - [INFO] - [Epoch 491]: Training Loss: 0.00092291, Valid MRR: 0.44582,
2023-05-13 10:19:03,074 - wikidata12k_1n - [INFO] - [E:492| 0]: Train Loss:0.00093946, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:20:05,942 - wikidata12k_1n - [INFO] - [E:492| 100]: Train Loss:0.00092382, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:21:08,806 - wikidata12k_1n - [INFO] - [E:492| 200]: Train Loss:0.00092281, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:22:11,614 - wikidata12k_1n - [INFO] - [E:492| 300]: Train Loss:0.00092316, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:23:14,363 - wikidata12k_1n - [INFO] - [E:492| 400]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:24:17,144 - wikidata12k_1n - [INFO] - [E:492| 500]: Train Loss:0.00092291, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:25:20,082 - wikidata12k_1n - [INFO] - [E:492| 600]: Train Loss:0.00092311, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:26:22,946 - wikidata12k_1n - [INFO] - [E:492| 700]: Train Loss:0.00092265, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:27:25,774 - wikidata12k_1n - [INFO] - [E:492| 800]: Train Loss:0.00092265, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:28:28,601 - wikidata12k_1n - [INFO] - [E:492| 900]: Train Loss:0.00092257, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:29:31,371 - wikidata12k_1n - [INFO] - [E:492| 1000]: Train Loss:0.00092273, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:30:34,159 - wikidata12k_1n - [INFO] - [E:492| 1100]: Train Loss:0.00092269, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:31:36,963 - wikidata12k_1n - [INFO] - [E:492| 1200]: Train Loss:0.00092288, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:32:39,745 - wikidata12k_1n - [INFO] - [E:492| 1300]: Train Loss:0.00092278, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:33:42,691 - wikidata12k_1n - [INFO] - [E:492| 1400]: Train Loss:0.00092277, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:34:45,435 - wikidata12k_1n - [INFO] - [E:492| 1500]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:35:48,196 - wikidata12k_1n - [INFO] - [E:492| 1600]: Train Loss:0.00092295, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:36:29,210 - wikidata12k_1n - [INFO] - [Epoch:492]: Training Loss:0.0009229
2023-05-13 10:36:29,426 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 10:36:50,659 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 10:37:02,950 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 10:37:24,357 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 10:37:36,526 - wikidata12k_1n - [INFO] - [Evaluating Epoch 492 valid]:
MRR: Tail : 0.50513, Head : 0.35161, Avg : 0.42837
2023-05-13 10:37:36,526 - wikidata12k_1n - [INFO] - [Epoch 492]: Training Loss: 0.00092288, Valid MRR: 0.44582,
2023-05-13 10:37:37,169 - wikidata12k_1n - [INFO] - [E:493| 0]: Train Loss:0.00091567, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:38:39,970 - wikidata12k_1n - [INFO] - [E:493| 100]: Train Loss:0.00092422, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:39:42,841 - wikidata12k_1n - [INFO] - [E:493| 200]: Train Loss:0.00092503, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:40:45,596 - wikidata12k_1n - [INFO] - [E:493| 300]: Train Loss:0.00092473, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:41:48,411 - wikidata12k_1n - [INFO] - [E:493| 400]: Train Loss:0.0009246, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:42:51,209 - wikidata12k_1n - [INFO] - [E:493| 500]: Train Loss:0.00092446, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:43:54,086 - wikidata12k_1n - [INFO] - [E:493| 600]: Train Loss:0.00092398, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:44:56,895 - wikidata12k_1n - [INFO] - [E:493| 700]: Train Loss:0.00092349, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:45:59,769 - wikidata12k_1n - [INFO] - [E:493| 800]: Train Loss:0.0009236, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:47:02,550 - wikidata12k_1n - [INFO] - [E:493| 900]: Train Loss:0.00092315, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:48:05,273 - wikidata12k_1n - [INFO] - [E:493| 1000]: Train Loss:0.00092309, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:49:08,181 - wikidata12k_1n - [INFO] - [E:493| 1100]: Train Loss:0.00092309, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:50:11,108 - wikidata12k_1n - [INFO] - [E:493| 1200]: Train Loss:0.00092268, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:51:13,920 - wikidata12k_1n - [INFO] - [E:493| 1300]: Train Loss:0.00092275, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:52:16,691 - wikidata12k_1n - [INFO] - [E:493| 1400]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:53:19,477 - wikidata12k_1n - [INFO] - [E:493| 1500]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:54:22,295 - wikidata12k_1n - [INFO] - [E:493| 1600]: Train Loss:0.00092268, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:55:03,345 - wikidata12k_1n - [INFO] - [Epoch:493]: Training Loss:0.0009227
2023-05-13 10:55:03,560 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 10:55:24,801 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 10:55:37,106 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 10:55:58,506 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 10:56:10,673 - wikidata12k_1n - [INFO] - [Evaluating Epoch 493 valid]:
MRR: Tail : 0.51147, Head : 0.34952, Avg : 0.4305
2023-05-13 10:56:10,674 - wikidata12k_1n - [INFO] - [Epoch 493]: Training Loss: 0.00092273, Valid MRR: 0.44582,
2023-05-13 10:56:11,317 - wikidata12k_1n - [INFO] - [E:494| 0]: Train Loss:0.00093459, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:57:14,060 - wikidata12k_1n - [INFO] - [E:494| 100]: Train Loss:0.00092337, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:58:16,961 - wikidata12k_1n - [INFO] - [E:494| 200]: Train Loss:0.00092298, Val MRR:0.44582, wikidata12k_1n
2023-05-13 10:59:19,770 - wikidata12k_1n - [INFO] - [E:494| 300]: Train Loss:0.00092252, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:00:22,548 - wikidata12k_1n - [INFO] - [E:494| 400]: Train Loss:0.00092254, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:01:25,287 - wikidata12k_1n - [INFO] - [E:494| 500]: Train Loss:0.00092279, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:02:28,082 - wikidata12k_1n - [INFO] - [E:494| 600]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:03:30,964 - wikidata12k_1n - [INFO] - [E:494| 700]: Train Loss:0.00092368, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:04:33,850 - wikidata12k_1n - [INFO] - [E:494| 800]: Train Loss:0.00092365, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:05:36,642 - wikidata12k_1n - [INFO] - [E:494| 900]: Train Loss:0.00092371, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:06:39,509 - wikidata12k_1n - [INFO] - [E:494| 1000]: Train Loss:0.00092324, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:07:42,376 - wikidata12k_1n - [INFO] - [E:494| 1100]: Train Loss:0.00092322, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:08:45,171 - wikidata12k_1n - [INFO] - [E:494| 1200]: Train Loss:0.00092334, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:09:47,938 - wikidata12k_1n - [INFO] - [E:494| 1300]: Train Loss:0.00092342, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:10:50,675 - wikidata12k_1n - [INFO] - [E:494| 1400]: Train Loss:0.00092312, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:11:53,545 - wikidata12k_1n - [INFO] - [E:494| 1500]: Train Loss:0.00092303, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:12:56,323 - wikidata12k_1n - [INFO] - [E:494| 1600]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:13:37,353 - wikidata12k_1n - [INFO] - [Epoch:494]: Training Loss:0.000923
2023-05-13 11:13:37,568 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 11:13:58,794 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 11:14:11,089 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 11:14:32,506 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 11:14:44,747 - wikidata12k_1n - [INFO] - [Evaluating Epoch 494 valid]:
MRR: Tail : 0.50407, Head : 0.369, Avg : 0.43653
2023-05-13 11:14:44,747 - wikidata12k_1n - [INFO] - [Epoch 494]: Training Loss: 0.00092296, Valid MRR: 0.44582,
2023-05-13 11:14:45,391 - wikidata12k_1n - [INFO] - [E:495| 0]: Train Loss:0.00094224, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:15:48,205 - wikidata12k_1n - [INFO] - [E:495| 100]: Train Loss:0.00092333, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:16:50,943 - wikidata12k_1n - [INFO] - [E:495| 200]: Train Loss:0.00092372, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:17:53,787 - wikidata12k_1n - [INFO] - [E:495| 300]: Train Loss:0.00092356, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:18:56,635 - wikidata12k_1n - [INFO] - [E:495| 400]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:19:59,418 - wikidata12k_1n - [INFO] - [E:495| 500]: Train Loss:0.00092316, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:21:02,148 - wikidata12k_1n - [INFO] - [E:495| 600]: Train Loss:0.00092295, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:22:04,889 - wikidata12k_1n - [INFO] - [E:495| 700]: Train Loss:0.00092248, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:23:07,756 - wikidata12k_1n - [INFO] - [E:495| 800]: Train Loss:0.00092238, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:24:10,529 - wikidata12k_1n - [INFO] - [E:495| 900]: Train Loss:0.00092232, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:25:13,286 - wikidata12k_1n - [INFO] - [E:495| 1000]: Train Loss:0.00092221, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:26:16,025 - wikidata12k_1n - [INFO] - [E:495| 1100]: Train Loss:0.00092241, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:27:18,865 - wikidata12k_1n - [INFO] - [E:495| 1200]: Train Loss:0.00092271, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:28:21,728 - wikidata12k_1n - [INFO] - [E:495| 1300]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:29:24,580 - wikidata12k_1n - [INFO] - [E:495| 1400]: Train Loss:0.00092308, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:30:27,412 - wikidata12k_1n - [INFO] - [E:495| 1500]: Train Loss:0.000923, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:31:30,199 - wikidata12k_1n - [INFO] - [E:495| 1600]: Train Loss:0.00092307, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:32:11,226 - wikidata12k_1n - [INFO] - [Epoch:495]: Training Loss:0.0009229
2023-05-13 11:32:11,441 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 11:32:32,677 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 11:32:44,972 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 11:33:06,361 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 11:33:18,537 - wikidata12k_1n - [INFO] - [Evaluating Epoch 495 valid]:
MRR: Tail : 0.51173, Head : 0.3685, Avg : 0.44011
2023-05-13 11:33:18,537 - wikidata12k_1n - [INFO] - [Epoch 495]: Training Loss: 0.00092289, Valid MRR: 0.44582,
2023-05-13 11:33:19,178 - wikidata12k_1n - [INFO] - [E:496| 0]: Train Loss:0.00091507, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:34:21,934 - wikidata12k_1n - [INFO] - [E:496| 100]: Train Loss:0.0009222, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:35:24,672 - wikidata12k_1n - [INFO] - [E:496| 200]: Train Loss:0.00092319, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:36:27,424 - wikidata12k_1n - [INFO] - [E:496| 300]: Train Loss:0.00092258, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:37:30,189 - wikidata12k_1n - [INFO] - [E:496| 400]: Train Loss:0.00092236, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:38:32,935 - wikidata12k_1n - [INFO] - [E:496| 500]: Train Loss:0.00092187, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:39:35,703 - wikidata12k_1n - [INFO] - [E:496| 600]: Train Loss:0.00092197, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:40:38,557 - wikidata12k_1n - [INFO] - [E:496| 700]: Train Loss:0.00092187, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:41:41,431 - wikidata12k_1n - [INFO] - [E:496| 800]: Train Loss:0.00092194, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:42:44,323 - wikidata12k_1n - [INFO] - [E:496| 900]: Train Loss:0.00092219, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:43:47,100 - wikidata12k_1n - [INFO] - [E:496| 1000]: Train Loss:0.00092239, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:44:49,978 - wikidata12k_1n - [INFO] - [E:496| 1100]: Train Loss:0.00092254, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:45:52,820 - wikidata12k_1n - [INFO] - [E:496| 1200]: Train Loss:0.0009226, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:46:55,583 - wikidata12k_1n - [INFO] - [E:496| 1300]: Train Loss:0.00092275, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:47:58,435 - wikidata12k_1n - [INFO] - [E:496| 1400]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:49:01,268 - wikidata12k_1n - [INFO] - [E:496| 1500]: Train Loss:0.00092288, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:50:03,979 - wikidata12k_1n - [INFO] - [E:496| 1600]: Train Loss:0.00092285, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:50:44,974 - wikidata12k_1n - [INFO] - [Epoch:496]: Training Loss:0.000923
2023-05-13 11:50:45,189 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 11:51:06,429 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 11:51:18,741 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 11:51:40,145 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 11:51:52,317 - wikidata12k_1n - [INFO] - [Evaluating Epoch 496 valid]:
MRR: Tail : 0.50322, Head : 0.36223, Avg : 0.43272
2023-05-13 11:51:52,317 - wikidata12k_1n - [INFO] - [Epoch 496]: Training Loss: 0.00092297, Valid MRR: 0.44582,
2023-05-13 11:51:52,961 - wikidata12k_1n - [INFO] - [E:497| 0]: Train Loss:0.00092103, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:52:55,803 - wikidata12k_1n - [INFO] - [E:497| 100]: Train Loss:0.0009242, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:53:58,683 - wikidata12k_1n - [INFO] - [E:497| 200]: Train Loss:0.00092249, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:55:01,450 - wikidata12k_1n - [INFO] - [E:497| 300]: Train Loss:0.00092443, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:56:04,209 - wikidata12k_1n - [INFO] - [E:497| 400]: Train Loss:0.00092417, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:57:07,094 - wikidata12k_1n - [INFO] - [E:497| 500]: Train Loss:0.00092433, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:58:09,912 - wikidata12k_1n - [INFO] - [E:497| 600]: Train Loss:0.00092353, Val MRR:0.44582, wikidata12k_1n
2023-05-13 11:59:12,692 - wikidata12k_1n - [INFO] - [E:497| 700]: Train Loss:0.00092279, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:00:15,452 - wikidata12k_1n - [INFO] - [E:497| 800]: Train Loss:0.00092273, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:01:18,303 - wikidata12k_1n - [INFO] - [E:497| 900]: Train Loss:0.0009228, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:02:21,130 - wikidata12k_1n - [INFO] - [E:497| 1000]: Train Loss:0.00092288, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:03:23,990 - wikidata12k_1n - [INFO] - [E:497| 1100]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:04:26,776 - wikidata12k_1n - [INFO] - [E:497| 1200]: Train Loss:0.00092286, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:05:29,616 - wikidata12k_1n - [INFO] - [E:497| 1300]: Train Loss:0.00092275, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:06:32,408 - wikidata12k_1n - [INFO] - [E:497| 1400]: Train Loss:0.00092277, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:07:35,198 - wikidata12k_1n - [INFO] - [E:497| 1500]: Train Loss:0.00092284, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:08:38,077 - wikidata12k_1n - [INFO] - [E:497| 1600]: Train Loss:0.00092274, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:09:19,157 - wikidata12k_1n - [INFO] - [Epoch:497]: Training Loss:0.0009227
2023-05-13 12:09:19,372 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 12:09:40,623 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 12:09:52,928 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 12:10:14,362 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 12:10:26,544 - wikidata12k_1n - [INFO] - [Evaluating Epoch 497 valid]:
MRR: Tail : 0.51003, Head : 0.36733, Avg : 0.43868
2023-05-13 12:10:26,545 - wikidata12k_1n - [INFO] - [Epoch 497]: Training Loss: 0.00092269, Valid MRR: 0.44582,
2023-05-13 12:10:27,188 - wikidata12k_1n - [INFO] - [E:498| 0]: Train Loss:0.00091831, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:11:30,078 - wikidata12k_1n - [INFO] - [E:498| 100]: Train Loss:0.00092523, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:12:32,982 - wikidata12k_1n - [INFO] - [E:498| 200]: Train Loss:0.0009232, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:13:35,868 - wikidata12k_1n - [INFO] - [E:498| 300]: Train Loss:0.00092302, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:14:38,673 - wikidata12k_1n - [INFO] - [E:498| 400]: Train Loss:0.00092244, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:15:41,460 - wikidata12k_1n - [INFO] - [E:498| 500]: Train Loss:0.00092199, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:16:44,293 - wikidata12k_1n - [INFO] - [E:498| 600]: Train Loss:0.0009227, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:17:47,161 - wikidata12k_1n - [INFO] - [E:498| 700]: Train Loss:0.00092228, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:18:49,920 - wikidata12k_1n - [INFO] - [E:498| 800]: Train Loss:0.00092248, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:19:52,693 - wikidata12k_1n - [INFO] - [E:498| 900]: Train Loss:0.00092215, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:20:55,497 - wikidata12k_1n - [INFO] - [E:498| 1000]: Train Loss:0.00092178, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:21:58,449 - wikidata12k_1n - [INFO] - [E:498| 1100]: Train Loss:0.0009221, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:23:01,345 - wikidata12k_1n - [INFO] - [E:498| 1200]: Train Loss:0.00092229, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:24:04,246 - wikidata12k_1n - [INFO] - [E:498| 1300]: Train Loss:0.00092252, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:25:07,142 - wikidata12k_1n - [INFO] - [E:498| 1400]: Train Loss:0.00092248, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:26:10,051 - wikidata12k_1n - [INFO] - [E:498| 1500]: Train Loss:0.00092257, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:27:12,839 - wikidata12k_1n - [INFO] - [E:498| 1600]: Train Loss:0.00092258, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:27:53,849 - wikidata12k_1n - [INFO] - [Epoch:498]: Training Loss:0.0009227
2023-05-13 12:27:54,065 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 12:28:15,306 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 12:28:27,598 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 12:28:48,992 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 12:29:01,162 - wikidata12k_1n - [INFO] - [Evaluating Epoch 498 valid]:
MRR: Tail : 0.51124, Head : 0.3748, Avg : 0.44302
2023-05-13 12:29:01,162 - wikidata12k_1n - [INFO] - [Epoch 498]: Training Loss: 0.00092266, Valid MRR: 0.44582,
2023-05-13 12:29:01,803 - wikidata12k_1n - [INFO] - [E:499| 0]: Train Loss:0.00093173, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:30:04,612 - wikidata12k_1n - [INFO] - [E:499| 100]: Train Loss:0.00092141, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:31:07,478 - wikidata12k_1n - [INFO] - [E:499| 200]: Train Loss:0.00092093, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:32:10,327 - wikidata12k_1n - [INFO] - [E:499| 300]: Train Loss:0.00092143, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:33:13,132 - wikidata12k_1n - [INFO] - [E:499| 400]: Train Loss:0.00092205, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:34:15,973 - wikidata12k_1n - [INFO] - [E:499| 500]: Train Loss:0.00092221, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:35:18,796 - wikidata12k_1n - [INFO] - [E:499| 600]: Train Loss:0.00092155, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:36:21,641 - wikidata12k_1n - [INFO] - [E:499| 700]: Train Loss:0.00092196, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:37:24,481 - wikidata12k_1n - [INFO] - [E:499| 800]: Train Loss:0.00092206, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:38:27,457 - wikidata12k_1n - [INFO] - [E:499| 900]: Train Loss:0.0009219, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:39:30,298 - wikidata12k_1n - [INFO] - [E:499| 1000]: Train Loss:0.00092194, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:40:33,124 - wikidata12k_1n - [INFO] - [E:499| 1100]: Train Loss:0.00092236, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:41:35,962 - wikidata12k_1n - [INFO] - [E:499| 1200]: Train Loss:0.00092295, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:42:38,857 - wikidata12k_1n - [INFO] - [E:499| 1300]: Train Loss:0.00092306, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:43:41,601 - wikidata12k_1n - [INFO] - [E:499| 1400]: Train Loss:0.00092299, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:44:44,459 - wikidata12k_1n - [INFO] - [E:499| 1500]: Train Loss:0.00092289, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:45:47,322 - wikidata12k_1n - [INFO] - [E:499| 1600]: Train Loss:0.00092278, Val MRR:0.44582, wikidata12k_1n
2023-05-13 12:46:28,358 - wikidata12k_1n - [INFO] - [Epoch:499]: Training Loss:0.0009226
2023-05-13 12:46:28,573 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 12:46:49,883 - wikidata12k_1n - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 12:47:02,198 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_1n
2023-05-13 12:47:23,618 - wikidata12k_1n - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_1n
2023-05-13 12:47:35,794 - wikidata12k_1n - [INFO] - [Evaluating Epoch 499 valid]:
MRR: Tail : 0.50779, Head : 0.35847, Avg : 0.43313
MR: Tail : 739.7, Head : 984.67, Avg : 862.19
Hit-1: Tail : 0.42295, Head : 0.26425, Avg : 0.3436
Hit-3: Tail : 0.56082, Head : 0.40707, Avg : 0.48394
Hit-10: Tail : 0.66004, Head : 0.54716, Avg : 0.6036
2023-05-13 12:47:35,794 - wikidata12k_1n - [INFO] - [Epoch 499]: Training Loss: 0.00092265, Valid MRR: 0.44582,
2023-05-13 12:47:35,794 - wikidata12k_1n - [INFO] - Loading best model, evaluating on test data
2023-05-13 12:47:37,133 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-13 12:47:58,383 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n
2023-05-13 12:48:09,136 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n
2023-05-13 12:48:30,564 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n
2023-05-13 12:48:41,175 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.47018, Head : 0.32985, Avg : 0.40002
MR: Tail : 928.72, Head : 985.27, Avg : 957.0
Hit-1: Tail : 0.3814, Head : 0.23896, Avg : 0.31018
Hit-3: Tail : 0.52644, Head : 0.36942, Avg : 0.44793
Hit-10: Tail : 0.62794, Head : 0.5145, Avg : 0.57122
2023-05-28 09:47:52,379 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '-1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False}
2023-05-28 09:48:21,917 - wikidata12k_1n - [INFO] - {'dataset': 'wikidata12k', 'name': 'wikidata12k_1n', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False}
2023-05-28 09:48:33,029 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_1n
2023-05-28 09:49:09,472 - wikidata12k_1n - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_1n
2023-05-28 09:49:27,897 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 0] wikidata12k_1n
2023-05-28 09:50:04,957 - wikidata12k_1n - [INFO] - [Test, Head_Batch Step 100] wikidata12k_1n
2023-05-28 09:50:23,080 - wikidata12k_1n - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.47018, Head : 0.32985, Avg : 0.40002
MR: Tail : 928.72, Head : 985.27, Avg : 957.0
Hit-1: Tail : 0.3814, Head : 0.23896, Avg : 0.31018
Hit-3: Tail : 0.52644, Head : 0.36942, Avg : 0.44793
Hit-10: Tail : 0.62794, Head : 0.5145, Avg : 0.57122
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