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Thesis/log/testrun_aa7a0f8d

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2023-05-04 08:49:41 +00:00
2023-04-28 18:26:07,059 - testrun_aa7a0f8d - [INFO] - {'dataset': 'WN18RR', 'name': 'testrun_aa7a0f8d', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 600, 'ent_vec_dim': 600, 'rel_vec_dim': 300, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/'}
2023-04-28 18:26:14,114 - testrun_aa7a0f8d - [INFO] - [E:0| 0]: Train Loss:0.69501, Val MRR:0.0, testrun_aa7a0f8d
2023-04-28 18:28:05,921 - testrun_aa7a0f8d - [INFO] - [E:0| 100]: Train Loss:0.28739, Val MRR:0.0, testrun_aa7a0f8d
2023-04-28 18:29:57,886 - testrun_aa7a0f8d - [INFO] - [E:0| 200]: Train Loss:0.17591, Val MRR:0.0, testrun_aa7a0f8d
2023-04-28 18:31:50,294 - testrun_aa7a0f8d - [INFO] - [E:0| 300]: Train Loss:0.12717, Val MRR:0.0, testrun_aa7a0f8d
2023-04-28 18:33:42,497 - testrun_aa7a0f8d - [INFO] - [E:0| 400]: Train Loss:0.099803, Val MRR:0.0, testrun_aa7a0f8d
2023-04-28 18:35:34,559 - testrun_aa7a0f8d - [INFO] - [E:0| 500]: Train Loss:0.082232, Val MRR:0.0, testrun_aa7a0f8d
2023-04-28 18:37:26,636 - testrun_aa7a0f8d - [INFO] - [E:0| 600]: Train Loss:0.069982, Val MRR:0.0, testrun_aa7a0f8d
2023-04-28 18:39:18,756 - testrun_aa7a0f8d - [INFO] - [E:0| 700]: Train Loss:0.060944, Val MRR:0.0, testrun_aa7a0f8d
2023-04-28 18:41:10,824 - testrun_aa7a0f8d - [INFO] - [E:0| 800]: Train Loss:0.053996, Val MRR:0.0, testrun_aa7a0f8d
2023-04-28 18:41:19,401 - testrun_aa7a0f8d - [INFO] - [Epoch:0]: Training Loss:0.05351
2023-04-28 18:41:19,775 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 18:41:28,638 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 18:41:37,109 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 0 valid]:
MRR: Tail : 0.00921, Head : 0.00308, Avg : 0.00614
2023-04-28 18:41:39,074 - testrun_aa7a0f8d - [INFO] - [Epoch 0]: Training Loss: 0.053509, Valid MRR: 0.00614,
2023-04-28 18:41:40,196 - testrun_aa7a0f8d - [INFO] - [E:1| 0]: Train Loss:0.004715, Val MRR:0.00614, testrun_aa7a0f8d
2023-04-28 18:43:32,362 - testrun_aa7a0f8d - [INFO] - [E:1| 100]: Train Loss:0.0042974, Val MRR:0.00614, testrun_aa7a0f8d
2023-04-28 18:45:24,399 - testrun_aa7a0f8d - [INFO] - [E:1| 200]: Train Loss:0.003958, Val MRR:0.00614, testrun_aa7a0f8d
2023-04-28 18:47:16,509 - testrun_aa7a0f8d - [INFO] - [E:1| 300]: Train Loss:0.0036787, Val MRR:0.00614, testrun_aa7a0f8d
2023-04-28 18:49:08,592 - testrun_aa7a0f8d - [INFO] - [E:1| 400]: Train Loss:0.0034408, Val MRR:0.00614, testrun_aa7a0f8d
2023-04-28 18:51:00,672 - testrun_aa7a0f8d - [INFO] - [E:1| 500]: Train Loss:0.0032363, Val MRR:0.00614, testrun_aa7a0f8d
2023-04-28 18:52:52,768 - testrun_aa7a0f8d - [INFO] - [E:1| 600]: Train Loss:0.0030568, Val MRR:0.00614, testrun_aa7a0f8d
2023-04-28 18:54:44,665 - testrun_aa7a0f8d - [INFO] - [E:1| 700]: Train Loss:0.0028985, Val MRR:0.00614, testrun_aa7a0f8d
2023-04-28 18:56:36,866 - testrun_aa7a0f8d - [INFO] - [E:1| 800]: Train Loss:0.0027602, Val MRR:0.00614, testrun_aa7a0f8d
2023-04-28 18:56:45,491 - testrun_aa7a0f8d - [INFO] - [Epoch:1]: Training Loss:0.00275
2023-04-28 18:56:45,868 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 18:56:54,906 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 18:57:03,765 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 1 valid]:
MRR: Tail : 0.01045, Head : 0.00581, Avg : 0.00813
2023-04-28 18:57:05,786 - testrun_aa7a0f8d - [INFO] - [Epoch 1]: Training Loss: 0.0027498, Valid MRR: 0.00813,
2023-04-28 18:57:06,913 - testrun_aa7a0f8d - [INFO] - [E:2| 0]: Train Loss:0.0016543, Val MRR:0.00813, testrun_aa7a0f8d
2023-04-28 18:58:59,075 - testrun_aa7a0f8d - [INFO] - [E:2| 100]: Train Loss:0.0016324, Val MRR:0.00813, testrun_aa7a0f8d
2023-04-28 19:00:51,268 - testrun_aa7a0f8d - [INFO] - [E:2| 200]: Train Loss:0.0015709, Val MRR:0.00813, testrun_aa7a0f8d
2023-04-28 19:02:43,451 - testrun_aa7a0f8d - [INFO] - [E:2| 300]: Train Loss:0.0015175, Val MRR:0.00813, testrun_aa7a0f8d
2023-04-28 19:04:35,579 - testrun_aa7a0f8d - [INFO] - [E:2| 400]: Train Loss:0.0014658, Val MRR:0.00813, testrun_aa7a0f8d
2023-04-28 19:06:27,969 - testrun_aa7a0f8d - [INFO] - [E:2| 500]: Train Loss:0.0014219, Val MRR:0.00813, testrun_aa7a0f8d
2023-04-28 19:08:20,166 - testrun_aa7a0f8d - [INFO] - [E:2| 600]: Train Loss:0.0013814, Val MRR:0.00813, testrun_aa7a0f8d
2023-04-28 19:10:12,300 - testrun_aa7a0f8d - [INFO] - [E:2| 700]: Train Loss:0.0013445, Val MRR:0.00813, testrun_aa7a0f8d
2023-04-28 19:12:04,468 - testrun_aa7a0f8d - [INFO] - [E:2| 800]: Train Loss:0.001311, Val MRR:0.00813, testrun_aa7a0f8d
2023-04-28 19:12:13,109 - testrun_aa7a0f8d - [INFO] - [Epoch:2]: Training Loss:0.001309
2023-04-28 19:12:13,485 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 19:12:22,352 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 19:12:30,852 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 2 valid]:
MRR: Tail : 0.01331, Head : 0.00338, Avg : 0.00834
2023-04-28 19:12:32,960 - testrun_aa7a0f8d - [INFO] - [Epoch 2]: Training Loss: 0.0013085, Valid MRR: 0.00834,
2023-04-28 19:12:34,081 - testrun_aa7a0f8d - [INFO] - [E:3| 0]: Train Loss:0.001121, Val MRR:0.00834, testrun_aa7a0f8d
2023-04-28 19:14:26,109 - testrun_aa7a0f8d - [INFO] - [E:3| 100]: Train Loss:0.0010287, Val MRR:0.00834, testrun_aa7a0f8d
2023-04-28 19:16:18,372 - testrun_aa7a0f8d - [INFO] - [E:3| 200]: Train Loss:0.0010062, Val MRR:0.00834, testrun_aa7a0f8d
2023-04-28 19:18:10,455 - testrun_aa7a0f8d - [INFO] - [E:3| 300]: Train Loss:0.00098671, Val MRR:0.00834, testrun_aa7a0f8d
2023-04-28 19:20:02,694 - testrun_aa7a0f8d - [INFO] - [E:3| 400]: Train Loss:0.00097135, Val MRR:0.00834, testrun_aa7a0f8d
2023-04-28 19:21:54,982 - testrun_aa7a0f8d - [INFO] - [E:3| 500]: Train Loss:0.00095635, Val MRR:0.00834, testrun_aa7a0f8d
2023-04-28 19:23:47,462 - testrun_aa7a0f8d - [INFO] - [E:3| 600]: Train Loss:0.00094167, Val MRR:0.00834, testrun_aa7a0f8d
2023-04-28 19:25:39,556 - testrun_aa7a0f8d - [INFO] - [E:3| 700]: Train Loss:0.00092804, Val MRR:0.00834, testrun_aa7a0f8d
2023-04-28 19:27:31,692 - testrun_aa7a0f8d - [INFO] - [E:3| 800]: Train Loss:0.00091602, Val MRR:0.00834, testrun_aa7a0f8d
2023-04-28 19:27:40,309 - testrun_aa7a0f8d - [INFO] - [Epoch:3]: Training Loss:0.0009148
2023-04-28 19:27:40,684 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 19:27:49,551 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 19:27:58,098 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 3 valid]:
MRR: Tail : 0.01346, Head : 0.00341, Avg : 0.00844
2023-04-28 19:28:00,134 - testrun_aa7a0f8d - [INFO] - [Epoch 3]: Training Loss: 0.00091483, Valid MRR: 0.00844,
2023-04-28 19:28:01,258 - testrun_aa7a0f8d - [INFO] - [E:4| 0]: Train Loss:0.00080641, Val MRR:0.00844, testrun_aa7a0f8d
2023-04-28 19:29:53,385 - testrun_aa7a0f8d - [INFO] - [E:4| 100]: Train Loss:0.00081309, Val MRR:0.00844, testrun_aa7a0f8d
2023-04-28 19:31:45,454 - testrun_aa7a0f8d - [INFO] - [E:4| 200]: Train Loss:0.00080769, Val MRR:0.00844, testrun_aa7a0f8d
2023-04-28 19:33:37,611 - testrun_aa7a0f8d - [INFO] - [E:4| 300]: Train Loss:0.00080007, Val MRR:0.00844, testrun_aa7a0f8d
2023-04-28 19:35:29,499 - testrun_aa7a0f8d - [INFO] - [E:4| 400]: Train Loss:0.00079085, Val MRR:0.00844, testrun_aa7a0f8d
2023-04-28 19:37:21,775 - testrun_aa7a0f8d - [INFO] - [E:4| 500]: Train Loss:0.00078358, Val MRR:0.00844, testrun_aa7a0f8d
2023-04-28 19:39:13,884 - testrun_aa7a0f8d - [INFO] - [E:4| 600]: Train Loss:0.00077733, Val MRR:0.00844, testrun_aa7a0f8d
2023-04-28 19:41:06,055 - testrun_aa7a0f8d - [INFO] - [E:4| 700]: Train Loss:0.00076898, Val MRR:0.00844, testrun_aa7a0f8d
2023-04-28 19:42:58,161 - testrun_aa7a0f8d - [INFO] - [E:4| 800]: Train Loss:0.00076324, Val MRR:0.00844, testrun_aa7a0f8d
2023-04-28 19:43:06,753 - testrun_aa7a0f8d - [INFO] - [Epoch:4]: Training Loss:0.0007628
2023-04-28 19:43:07,128 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 19:43:15,961 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 19:43:24,446 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 4 valid]:
MRR: Tail : 0.01125, Head : 0.00591, Avg : 0.00858
2023-04-28 19:43:28,412 - testrun_aa7a0f8d - [INFO] - [Epoch 4]: Training Loss: 0.0007628, Valid MRR: 0.00858,
2023-04-28 19:43:29,550 - testrun_aa7a0f8d - [INFO] - [E:5| 0]: Train Loss:0.00065285, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 19:45:21,735 - testrun_aa7a0f8d - [INFO] - [E:5| 100]: Train Loss:0.00070775, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 19:47:14,132 - testrun_aa7a0f8d - [INFO] - [E:5| 200]: Train Loss:0.0007073, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 19:49:06,431 - testrun_aa7a0f8d - [INFO] - [E:5| 300]: Train Loss:0.0007066, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 19:50:58,552 - testrun_aa7a0f8d - [INFO] - [E:5| 400]: Train Loss:0.00070532, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 19:52:50,839 - testrun_aa7a0f8d - [INFO] - [E:5| 500]: Train Loss:0.00070211, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 19:54:42,941 - testrun_aa7a0f8d - [INFO] - [E:5| 600]: Train Loss:0.000699, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 19:56:35,116 - testrun_aa7a0f8d - [INFO] - [E:5| 700]: Train Loss:0.00069757, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 19:58:27,290 - testrun_aa7a0f8d - [INFO] - [E:5| 800]: Train Loss:0.00069539, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 19:58:35,891 - testrun_aa7a0f8d - [INFO] - [Epoch:5]: Training Loss:0.000695
2023-04-28 19:58:36,267 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 19:58:45,102 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 19:58:53,586 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 5 valid]:
MRR: Tail : 0.01419, Head : 0.00216, Avg : 0.00818
2023-04-28 19:58:53,587 - testrun_aa7a0f8d - [INFO] - [Epoch 5]: Training Loss: 0.00069499, Valid MRR: 0.00858,
2023-04-28 19:58:54,713 - testrun_aa7a0f8d - [INFO] - [E:6| 0]: Train Loss:0.0006188, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:00:46,728 - testrun_aa7a0f8d - [INFO] - [E:6| 100]: Train Loss:0.00066595, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:02:38,878 - testrun_aa7a0f8d - [INFO] - [E:6| 200]: Train Loss:0.00067021, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:04:30,884 - testrun_aa7a0f8d - [INFO] - [E:6| 300]: Train Loss:0.00066632, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:06:23,257 - testrun_aa7a0f8d - [INFO] - [E:6| 400]: Train Loss:0.0006658, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:08:15,448 - testrun_aa7a0f8d - [INFO] - [E:6| 500]: Train Loss:0.00066336, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:10:07,589 - testrun_aa7a0f8d - [INFO] - [E:6| 600]: Train Loss:0.00066226, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:11:59,992 - testrun_aa7a0f8d - [INFO] - [E:6| 700]: Train Loss:0.00066323, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:13:52,127 - testrun_aa7a0f8d - [INFO] - [E:6| 800]: Train Loss:0.00066283, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:14:00,733 - testrun_aa7a0f8d - [INFO] - [Epoch:6]: Training Loss:0.0006629
2023-04-28 20:14:01,109 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 20:14:09,953 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 20:14:18,501 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 6 valid]:
MRR: Tail : 0.01413, Head : 0.00218, Avg : 0.00816
2023-04-28 20:14:18,501 - testrun_aa7a0f8d - [INFO] - [Epoch 6]: Training Loss: 0.00066286, Valid MRR: 0.00858,
2023-04-28 20:14:19,632 - testrun_aa7a0f8d - [INFO] - [E:7| 0]: Train Loss:0.00058074, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:16:11,774 - testrun_aa7a0f8d - [INFO] - [E:7| 100]: Train Loss:0.00064989, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:18:03,955 - testrun_aa7a0f8d - [INFO] - [E:7| 200]: Train Loss:0.00065217, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:19:56,059 - testrun_aa7a0f8d - [INFO] - [E:7| 300]: Train Loss:0.0006515, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:21:48,159 - testrun_aa7a0f8d - [INFO] - [E:7| 400]: Train Loss:0.0006502, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:23:40,133 - testrun_aa7a0f8d - [INFO] - [E:7| 500]: Train Loss:0.0006479, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:25:32,274 - testrun_aa7a0f8d - [INFO] - [E:7| 600]: Train Loss:0.00064883, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:27:24,375 - testrun_aa7a0f8d - [INFO] - [E:7| 700]: Train Loss:0.00064863, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:29:16,147 - testrun_aa7a0f8d - [INFO] - [E:7| 800]: Train Loss:0.00064884, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:29:24,748 - testrun_aa7a0f8d - [INFO] - [Epoch:7]: Training Loss:0.0006487
2023-04-28 20:29:25,122 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 20:29:33,973 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 20:29:42,458 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 7 valid]:
MRR: Tail : 0.01034, Head : 0.00582, Avg : 0.00808
2023-04-28 20:29:42,458 - testrun_aa7a0f8d - [INFO] - [Epoch 7]: Training Loss: 0.00064867, Valid MRR: 0.00858,
2023-04-28 20:29:43,587 - testrun_aa7a0f8d - [INFO] - [E:8| 0]: Train Loss:0.00064482, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:31:35,677 - testrun_aa7a0f8d - [INFO] - [E:8| 100]: Train Loss:0.00063731, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:33:27,682 - testrun_aa7a0f8d - [INFO] - [E:8| 200]: Train Loss:0.00064172, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:35:19,761 - testrun_aa7a0f8d - [INFO] - [E:8| 300]: Train Loss:0.00064346, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:37:12,018 - testrun_aa7a0f8d - [INFO] - [E:8| 400]: Train Loss:0.00064069, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:39:04,233 - testrun_aa7a0f8d - [INFO] - [E:8| 500]: Train Loss:0.00064022, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:40:56,278 - testrun_aa7a0f8d - [INFO] - [E:8| 600]: Train Loss:0.0006425, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:42:48,186 - testrun_aa7a0f8d - [INFO] - [E:8| 700]: Train Loss:0.00064165, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:44:40,056 - testrun_aa7a0f8d - [INFO] - [E:8| 800]: Train Loss:0.00064218, Val MRR:0.00858, testrun_aa7a0f8d
2023-04-28 20:44:48,658 - testrun_aa7a0f8d - [INFO] - [Epoch:8]: Training Loss:0.0006425
2023-04-28 20:44:49,034 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 20:44:57,897 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 20:45:06,437 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 8 valid]:
MRR: Tail : 0.01398, Head : 0.00331, Avg : 0.00864
2023-04-28 20:45:08,461 - testrun_aa7a0f8d - [INFO] - [Epoch 8]: Training Loss: 0.00064251, Valid MRR: 0.00864,
2023-04-28 20:45:09,588 - testrun_aa7a0f8d - [INFO] - [E:9| 0]: Train Loss:0.00061021, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 20:47:01,466 - testrun_aa7a0f8d - [INFO] - [E:9| 100]: Train Loss:0.00064229, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 20:48:53,580 - testrun_aa7a0f8d - [INFO] - [E:9| 200]: Train Loss:0.00064527, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 20:50:45,592 - testrun_aa7a0f8d - [INFO] - [E:9| 300]: Train Loss:0.00064406, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 20:52:37,869 - testrun_aa7a0f8d - [INFO] - [E:9| 400]: Train Loss:0.00064217, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 20:54:29,978 - testrun_aa7a0f8d - [INFO] - [E:9| 500]: Train Loss:0.00064201, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 20:56:22,048 - testrun_aa7a0f8d - [INFO] - [E:9| 600]: Train Loss:0.00064038, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 20:58:14,154 - testrun_aa7a0f8d - [INFO] - [E:9| 700]: Train Loss:0.00063962, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:00:06,328 - testrun_aa7a0f8d - [INFO] - [E:9| 800]: Train Loss:0.00064014, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:00:14,910 - testrun_aa7a0f8d - [INFO] - [Epoch:9]: Training Loss:0.0006406
2023-04-28 21:00:15,285 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 21:00:24,121 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 21:00:32,615 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 9 valid]:
MRR: Tail : 0.01187, Head : 0.00378, Avg : 0.00783
MR: Tail : 1.1816e+04, Head : 1.7484e+04, Avg : 1.465e+04
Hit-1: Tail : 0.00363, Head : 0.00033, Avg : 0.00198
Hit-3: Tail : 0.00824, Head : 0.00494, Avg : 0.00659
Hit-10: Tail : 0.03065, Head : 0.00857, Avg : 0.01961
2023-04-28 21:00:32,615 - testrun_aa7a0f8d - [INFO] - [Epoch 9]: Training Loss: 0.00064062, Valid MRR: 0.00864,
2023-04-28 21:00:33,750 - testrun_aa7a0f8d - [INFO] - [E:10| 0]: Train Loss:0.00060386, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:02:26,033 - testrun_aa7a0f8d - [INFO] - [E:10| 100]: Train Loss:0.00064281, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:04:18,318 - testrun_aa7a0f8d - [INFO] - [E:10| 200]: Train Loss:0.00064147, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:06:10,337 - testrun_aa7a0f8d - [INFO] - [E:10| 300]: Train Loss:0.00064088, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:08:02,507 - testrun_aa7a0f8d - [INFO] - [E:10| 400]: Train Loss:0.0006395, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:09:54,655 - testrun_aa7a0f8d - [INFO] - [E:10| 500]: Train Loss:0.00063625, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:11:46,811 - testrun_aa7a0f8d - [INFO] - [E:10| 600]: Train Loss:0.00063912, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:13:38,912 - testrun_aa7a0f8d - [INFO] - [E:10| 700]: Train Loss:0.0006391, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:15:30,980 - testrun_aa7a0f8d - [INFO] - [E:10| 800]: Train Loss:0.00064032, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:15:39,575 - testrun_aa7a0f8d - [INFO] - [Epoch:10]: Training Loss:0.0006401
2023-04-28 21:15:39,950 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 21:15:48,795 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 21:15:57,318 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 10 valid]:
MRR: Tail : 0.01068, Head : 0.00596, Avg : 0.00832
2023-04-28 21:15:57,318 - testrun_aa7a0f8d - [INFO] - [Epoch 10]: Training Loss: 0.00064008, Valid MRR: 0.00864,
2023-04-28 21:15:58,450 - testrun_aa7a0f8d - [INFO] - [E:11| 0]: Train Loss:0.00059351, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:17:50,558 - testrun_aa7a0f8d - [INFO] - [E:11| 100]: Train Loss:0.00064326, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:19:42,592 - testrun_aa7a0f8d - [INFO] - [E:11| 200]: Train Loss:0.00064234, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:21:34,634 - testrun_aa7a0f8d - [INFO] - [E:11| 300]: Train Loss:0.00064481, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:23:26,588 - testrun_aa7a0f8d - [INFO] - [E:11| 400]: Train Loss:0.00063948, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:25:18,665 - testrun_aa7a0f8d - [INFO] - [E:11| 500]: Train Loss:0.00063889, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:27:10,878 - testrun_aa7a0f8d - [INFO] - [E:11| 600]: Train Loss:0.00063929, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:29:03,113 - testrun_aa7a0f8d - [INFO] - [E:11| 700]: Train Loss:0.00063927, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:30:55,204 - testrun_aa7a0f8d - [INFO] - [E:11| 800]: Train Loss:0.0006395, Val MRR:0.00864, testrun_aa7a0f8d
2023-04-28 21:31:03,830 - testrun_aa7a0f8d - [INFO] - [Epoch:11]: Training Loss:0.0006395
2023-04-28 21:31:04,206 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 21:31:13,069 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 21:31:21,567 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 11 valid]:
MRR: Tail : 0.01131, Head : 0.00613, Avg : 0.00872
2023-04-28 21:31:25,036 - testrun_aa7a0f8d - [INFO] - [Epoch 11]: Training Loss: 0.00063947, Valid MRR: 0.00872,
2023-04-28 21:31:26,168 - testrun_aa7a0f8d - [INFO] - [E:12| 0]: Train Loss:0.0006306, Val MRR:0.00872, testrun_aa7a0f8d
2023-04-28 21:33:18,342 - testrun_aa7a0f8d - [INFO] - [E:12| 100]: Train Loss:0.00062702, Val MRR:0.00872, testrun_aa7a0f8d
2023-04-28 21:35:10,256 - testrun_aa7a0f8d - [INFO] - [E:12| 200]: Train Loss:0.00063743, Val MRR:0.00872, testrun_aa7a0f8d
2023-04-28 21:37:02,318 - testrun_aa7a0f8d - [INFO] - [E:12| 300]: Train Loss:0.0006407, Val MRR:0.00872, testrun_aa7a0f8d
2023-04-28 21:38:54,375 - testrun_aa7a0f8d - [INFO] - [E:12| 400]: Train Loss:0.00063986, Val MRR:0.00872, testrun_aa7a0f8d
2023-04-28 21:40:46,439 - testrun_aa7a0f8d - [INFO] - [E:12| 500]: Train Loss:0.00063975, Val MRR:0.00872, testrun_aa7a0f8d
2023-04-28 21:42:38,385 - testrun_aa7a0f8d - [INFO] - [E:12| 600]: Train Loss:0.00063975, Val MRR:0.00872, testrun_aa7a0f8d
2023-04-28 21:44:30,407 - testrun_aa7a0f8d - [INFO] - [E:12| 700]: Train Loss:0.0006394, Val MRR:0.00872, testrun_aa7a0f8d
2023-04-28 21:46:22,450 - testrun_aa7a0f8d - [INFO] - [E:12| 800]: Train Loss:0.00063982, Val MRR:0.00872, testrun_aa7a0f8d
2023-04-28 21:46:31,060 - testrun_aa7a0f8d - [INFO] - [Epoch:12]: Training Loss:0.0006396
2023-04-28 21:46:31,434 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 21:46:40,285 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 21:46:48,796 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 12 valid]:
MRR: Tail : 0.0128, Head : 0.0059, Avg : 0.00935
2023-04-28 21:46:50,799 - testrun_aa7a0f8d - [INFO] - [Epoch 12]: Training Loss: 0.00063959, Valid MRR: 0.00935,
2023-04-28 21:46:51,923 - testrun_aa7a0f8d - [INFO] - [E:13| 0]: Train Loss:0.00064169, Val MRR:0.00935, testrun_aa7a0f8d
2023-04-28 21:48:44,065 - testrun_aa7a0f8d - [INFO] - [E:13| 100]: Train Loss:0.00063402, Val MRR:0.00935, testrun_aa7a0f8d
2023-04-28 21:50:36,198 - testrun_aa7a0f8d - [INFO] - [E:13| 200]: Train Loss:0.00063941, Val MRR:0.00935, testrun_aa7a0f8d
2023-04-28 21:52:28,541 - testrun_aa7a0f8d - [INFO] - [E:13| 300]: Train Loss:0.00063843, Val MRR:0.00935, testrun_aa7a0f8d
2023-04-28 21:54:20,551 - testrun_aa7a0f8d - [INFO] - [E:13| 400]: Train Loss:0.00064006, Val MRR:0.00935, testrun_aa7a0f8d
2023-04-28 21:56:12,613 - testrun_aa7a0f8d - [INFO] - [E:13| 500]: Train Loss:0.00064237, Val MRR:0.00935, testrun_aa7a0f8d
2023-04-28 21:58:04,699 - testrun_aa7a0f8d - [INFO] - [E:13| 600]: Train Loss:0.00064251, Val MRR:0.00935, testrun_aa7a0f8d
2023-04-28 21:59:56,690 - testrun_aa7a0f8d - [INFO] - [E:13| 700]: Train Loss:0.00064025, Val MRR:0.00935, testrun_aa7a0f8d
2023-04-28 22:01:48,686 - testrun_aa7a0f8d - [INFO] - [E:13| 800]: Train Loss:0.00063886, Val MRR:0.00935, testrun_aa7a0f8d
2023-04-28 22:01:57,287 - testrun_aa7a0f8d - [INFO] - [Epoch:13]: Training Loss:0.0006391
2023-04-28 22:01:57,663 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 22:02:06,516 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 22:02:15,018 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 13 valid]:
MRR: Tail : 0.01495, Head : 0.00604, Avg : 0.01049
2023-04-28 22:02:17,021 - testrun_aa7a0f8d - [INFO] - [Epoch 13]: Training Loss: 0.00063905, Valid MRR: 0.01049,
2023-04-28 22:02:18,148 - testrun_aa7a0f8d - [INFO] - [E:14| 0]: Train Loss:0.00058685, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:04:10,265 - testrun_aa7a0f8d - [INFO] - [E:14| 100]: Train Loss:0.00063299, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:06:02,298 - testrun_aa7a0f8d - [INFO] - [E:14| 200]: Train Loss:0.00063247, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:07:54,414 - testrun_aa7a0f8d - [INFO] - [E:14| 300]: Train Loss:0.00063753, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:09:46,370 - testrun_aa7a0f8d - [INFO] - [E:14| 400]: Train Loss:0.0006376, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:11:38,411 - testrun_aa7a0f8d - [INFO] - [E:14| 500]: Train Loss:0.00063746, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:13:30,444 - testrun_aa7a0f8d - [INFO] - [E:14| 600]: Train Loss:0.00063835, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:15:22,540 - testrun_aa7a0f8d - [INFO] - [E:14| 700]: Train Loss:0.00063862, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:17:14,536 - testrun_aa7a0f8d - [INFO] - [E:14| 800]: Train Loss:0.00063847, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:17:23,229 - testrun_aa7a0f8d - [INFO] - [Epoch:14]: Training Loss:0.0006384
2023-04-28 22:17:23,604 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 22:17:32,455 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 22:17:40,949 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 14 valid]:
MRR: Tail : 0.01274, Head : 0.00633, Avg : 0.00954
2023-04-28 22:17:40,949 - testrun_aa7a0f8d - [INFO] - [Epoch 14]: Training Loss: 0.00063842, Valid MRR: 0.01049,
2023-04-28 22:17:42,077 - testrun_aa7a0f8d - [INFO] - [E:15| 0]: Train Loss:0.00060542, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:19:34,039 - testrun_aa7a0f8d - [INFO] - [E:15| 100]: Train Loss:0.00062754, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:21:26,201 - testrun_aa7a0f8d - [INFO] - [E:15| 200]: Train Loss:0.00063142, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:23:18,197 - testrun_aa7a0f8d - [INFO] - [E:15| 300]: Train Loss:0.00063069, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:25:10,397 - testrun_aa7a0f8d - [INFO] - [E:15| 400]: Train Loss:0.00063334, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:27:02,532 - testrun_aa7a0f8d - [INFO] - [E:15| 500]: Train Loss:0.00063438, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:28:54,611 - testrun_aa7a0f8d - [INFO] - [E:15| 600]: Train Loss:0.00063566, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:30:46,789 - testrun_aa7a0f8d - [INFO] - [E:15| 700]: Train Loss:0.00063783, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:32:38,861 - testrun_aa7a0f8d - [INFO] - [E:15| 800]: Train Loss:0.00063779, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:32:47,453 - testrun_aa7a0f8d - [INFO] - [Epoch:15]: Training Loss:0.0006377
2023-04-28 22:32:47,829 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 22:32:56,662 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 22:33:05,147 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 15 valid]:
MRR: Tail : 0.01423, Head : 0.00664, Avg : 0.01044
2023-04-28 22:33:05,147 - testrun_aa7a0f8d - [INFO] - [Epoch 15]: Training Loss: 0.00063772, Valid MRR: 0.01049,
2023-04-28 22:33:06,275 - testrun_aa7a0f8d - [INFO] - [E:16| 0]: Train Loss:0.00056912, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:34:58,345 - testrun_aa7a0f8d - [INFO] - [E:16| 100]: Train Loss:0.00063634, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:36:50,417 - testrun_aa7a0f8d - [INFO] - [E:16| 200]: Train Loss:0.00063782, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:38:42,674 - testrun_aa7a0f8d - [INFO] - [E:16| 300]: Train Loss:0.00063553, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:40:34,698 - testrun_aa7a0f8d - [INFO] - [E:16| 400]: Train Loss:0.00063541, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:42:26,679 - testrun_aa7a0f8d - [INFO] - [E:16| 500]: Train Loss:0.00063532, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:44:19,185 - testrun_aa7a0f8d - [INFO] - [E:16| 600]: Train Loss:0.00063562, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:46:11,061 - testrun_aa7a0f8d - [INFO] - [E:16| 700]: Train Loss:0.00063617, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:48:03,072 - testrun_aa7a0f8d - [INFO] - [E:16| 800]: Train Loss:0.00063656, Val MRR:0.01049, testrun_aa7a0f8d
2023-04-28 22:48:11,688 - testrun_aa7a0f8d - [INFO] - [Epoch:16]: Training Loss:0.0006369
2023-04-28 22:48:12,065 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 22:48:20,922 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 22:48:29,415 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 16 valid]:
MRR: Tail : 0.01423, Head : 0.00696, Avg : 0.01059
2023-04-28 22:48:31,456 - testrun_aa7a0f8d - [INFO] - [Epoch 16]: Training Loss: 0.00063687, Valid MRR: 0.01059,
2023-04-28 22:48:32,582 - testrun_aa7a0f8d - [INFO] - [E:17| 0]: Train Loss:0.00058231, Val MRR:0.01059, testrun_aa7a0f8d
2023-04-28 22:50:24,540 - testrun_aa7a0f8d - [INFO] - [E:17| 100]: Train Loss:0.00063569, Val MRR:0.01059, testrun_aa7a0f8d
2023-04-28 22:52:16,601 - testrun_aa7a0f8d - [INFO] - [E:17| 200]: Train Loss:0.00063859, Val MRR:0.01059, testrun_aa7a0f8d
2023-04-28 22:54:08,787 - testrun_aa7a0f8d - [INFO] - [E:17| 300]: Train Loss:0.00063573, Val MRR:0.01059, testrun_aa7a0f8d
2023-04-28 22:56:00,864 - testrun_aa7a0f8d - [INFO] - [E:17| 400]: Train Loss:0.00063545, Val MRR:0.01059, testrun_aa7a0f8d
2023-04-28 22:57:52,901 - testrun_aa7a0f8d - [INFO] - [E:17| 500]: Train Loss:0.00063378, Val MRR:0.01059, testrun_aa7a0f8d
2023-04-28 22:59:44,970 - testrun_aa7a0f8d - [INFO] - [E:17| 600]: Train Loss:0.00063397, Val MRR:0.01059, testrun_aa7a0f8d
2023-04-28 23:01:37,130 - testrun_aa7a0f8d - [INFO] - [E:17| 700]: Train Loss:0.00063514, Val MRR:0.01059, testrun_aa7a0f8d
2023-04-28 23:03:29,114 - testrun_aa7a0f8d - [INFO] - [E:17| 800]: Train Loss:0.00063577, Val MRR:0.01059, testrun_aa7a0f8d
2023-04-28 23:03:37,716 - testrun_aa7a0f8d - [INFO] - [Epoch:17]: Training Loss:0.0006357
2023-04-28 23:03:38,092 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 23:03:46,944 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 23:03:55,458 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 17 valid]:
MRR: Tail : 0.01567, Head : 0.00786, Avg : 0.01176
2023-04-28 23:03:57,620 - testrun_aa7a0f8d - [INFO] - [Epoch 17]: Training Loss: 0.0006357, Valid MRR: 0.01176,
2023-04-28 23:03:58,746 - testrun_aa7a0f8d - [INFO] - [E:18| 0]: Train Loss:0.00055511, Val MRR:0.01176, testrun_aa7a0f8d
2023-04-28 23:05:50,734 - testrun_aa7a0f8d - [INFO] - [E:18| 100]: Train Loss:0.00062356, Val MRR:0.01176, testrun_aa7a0f8d
2023-04-28 23:07:42,833 - testrun_aa7a0f8d - [INFO] - [E:18| 200]: Train Loss:0.00063111, Val MRR:0.01176, testrun_aa7a0f8d
2023-04-28 23:09:34,973 - testrun_aa7a0f8d - [INFO] - [E:18| 300]: Train Loss:0.00063281, Val MRR:0.01176, testrun_aa7a0f8d
2023-04-28 23:11:27,011 - testrun_aa7a0f8d - [INFO] - [E:18| 400]: Train Loss:0.00063247, Val MRR:0.01176, testrun_aa7a0f8d
2023-04-28 23:13:19,056 - testrun_aa7a0f8d - [INFO] - [E:18| 500]: Train Loss:0.00063126, Val MRR:0.01176, testrun_aa7a0f8d
2023-04-28 23:15:11,079 - testrun_aa7a0f8d - [INFO] - [E:18| 600]: Train Loss:0.00063191, Val MRR:0.01176, testrun_aa7a0f8d
2023-04-28 23:17:03,059 - testrun_aa7a0f8d - [INFO] - [E:18| 700]: Train Loss:0.00063451, Val MRR:0.01176, testrun_aa7a0f8d
2023-04-28 23:18:55,102 - testrun_aa7a0f8d - [INFO] - [E:18| 800]: Train Loss:0.00063431, Val MRR:0.01176, testrun_aa7a0f8d
2023-04-28 23:19:03,699 - testrun_aa7a0f8d - [INFO] - [Epoch:18]: Training Loss:0.0006342
2023-04-28 23:19:04,076 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 23:19:12,915 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 23:19:21,445 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 18 valid]:
MRR: Tail : 0.01991, Head : 0.00843, Avg : 0.01417
2023-04-28 23:19:23,736 - testrun_aa7a0f8d - [INFO] - [Epoch 18]: Training Loss: 0.0006342, Valid MRR: 0.01417,
2023-04-28 23:19:24,865 - testrun_aa7a0f8d - [INFO] - [E:19| 0]: Train Loss:0.00058715, Val MRR:0.01417, testrun_aa7a0f8d
2023-04-28 23:21:17,013 - testrun_aa7a0f8d - [INFO] - [E:19| 100]: Train Loss:0.00062116, Val MRR:0.01417, testrun_aa7a0f8d
2023-04-28 23:23:09,171 - testrun_aa7a0f8d - [INFO] - [E:19| 200]: Train Loss:0.00062317, Val MRR:0.01417, testrun_aa7a0f8d
2023-04-28 23:25:01,351 - testrun_aa7a0f8d - [INFO] - [E:19| 300]: Train Loss:0.00062532, Val MRR:0.01417, testrun_aa7a0f8d
2023-04-28 23:26:53,323 - testrun_aa7a0f8d - [INFO] - [E:19| 400]: Train Loss:0.00062571, Val MRR:0.01417, testrun_aa7a0f8d
2023-04-28 23:28:45,366 - testrun_aa7a0f8d - [INFO] - [E:19| 500]: Train Loss:0.0006278, Val MRR:0.01417, testrun_aa7a0f8d
2023-04-28 23:30:37,464 - testrun_aa7a0f8d - [INFO] - [E:19| 600]: Train Loss:0.00063057, Val MRR:0.01417, testrun_aa7a0f8d
2023-04-28 23:32:29,518 - testrun_aa7a0f8d - [INFO] - [E:19| 700]: Train Loss:0.00063036, Val MRR:0.01417, testrun_aa7a0f8d
2023-04-28 23:34:21,514 - testrun_aa7a0f8d - [INFO] - [E:19| 800]: Train Loss:0.00063184, Val MRR:0.01417, testrun_aa7a0f8d
2023-04-28 23:34:30,106 - testrun_aa7a0f8d - [INFO] - [Epoch:19]: Training Loss:0.0006325
2023-04-28 23:34:30,482 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 23:34:39,365 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 23:34:47,855 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 19 valid]:
MRR: Tail : 0.01509, Head : 0.00901, Avg : 0.01205
MR: Tail : 1.1148e+04, Head : 1.6647e+04, Avg : 1.3898e+04
Hit-1: Tail : 0.00428, Head : 0.00692, Avg : 0.0056
Hit-3: Tail : 0.00923, Head : 0.0089, Avg : 0.00906
Hit-10: Tail : 0.03724, Head : 0.01187, Avg : 0.02456
2023-04-28 23:34:47,856 - testrun_aa7a0f8d - [INFO] - [Epoch 19]: Training Loss: 0.00063254, Valid MRR: 0.01417,
2023-04-28 23:34:48,982 - testrun_aa7a0f8d - [INFO] - [E:20| 0]: Train Loss:0.00061345, Val MRR:0.01417, testrun_aa7a0f8d
2023-04-28 23:36:41,181 - testrun_aa7a0f8d - [INFO] - [E:20| 100]: Train Loss:0.000639, Val MRR:0.01417, testrun_aa7a0f8d
2023-04-28 23:38:33,392 - testrun_aa7a0f8d - [INFO] - [E:20| 200]: Train Loss:0.00063238, Val MRR:0.01417, testrun_aa7a0f8d
2023-04-28 23:40:25,385 - testrun_aa7a0f8d - [INFO] - [E:20| 300]: Train Loss:0.00063526, Val MRR:0.01417, testrun_aa7a0f8d
2023-04-28 23:42:17,469 - testrun_aa7a0f8d - [INFO] - [E:20| 400]: Train Loss:0.00063167, Val MRR:0.01417, testrun_aa7a0f8d
2023-04-28 23:44:09,515 - testrun_aa7a0f8d - [INFO] - [E:20| 500]: Train Loss:0.00063333, Val MRR:0.01417, testrun_aa7a0f8d
2023-04-28 23:46:01,468 - testrun_aa7a0f8d - [INFO] - [E:20| 600]: Train Loss:0.00063328, Val MRR:0.01417, testrun_aa7a0f8d
2023-04-28 23:47:53,653 - testrun_aa7a0f8d - [INFO] - [E:20| 700]: Train Loss:0.00063206, Val MRR:0.01417, testrun_aa7a0f8d
2023-04-28 23:49:45,591 - testrun_aa7a0f8d - [INFO] - [E:20| 800]: Train Loss:0.00063115, Val MRR:0.01417, testrun_aa7a0f8d
2023-04-28 23:49:54,235 - testrun_aa7a0f8d - [INFO] - [Epoch:20]: Training Loss:0.000631
2023-04-28 23:49:54,610 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-28 23:50:03,482 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-28 23:50:12,006 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 20 valid]:
MRR: Tail : 0.02002, Head : 0.00938, Avg : 0.0147
2023-04-28 23:50:14,248 - testrun_aa7a0f8d - [INFO] - [Epoch 20]: Training Loss: 0.000631, Valid MRR: 0.0147,
2023-04-28 23:50:15,370 - testrun_aa7a0f8d - [INFO] - [E:21| 0]: Train Loss:0.00065184, Val MRR:0.0147, testrun_aa7a0f8d
2023-04-28 23:52:07,556 - testrun_aa7a0f8d - [INFO] - [E:21| 100]: Train Loss:0.00063444, Val MRR:0.0147, testrun_aa7a0f8d
2023-04-28 23:53:59,619 - testrun_aa7a0f8d - [INFO] - [E:21| 200]: Train Loss:0.00062643, Val MRR:0.0147, testrun_aa7a0f8d
2023-04-28 23:55:51,707 - testrun_aa7a0f8d - [INFO] - [E:21| 300]: Train Loss:0.0006254, Val MRR:0.0147, testrun_aa7a0f8d
2023-04-28 23:57:43,940 - testrun_aa7a0f8d - [INFO] - [E:21| 400]: Train Loss:0.00062494, Val MRR:0.0147, testrun_aa7a0f8d
2023-04-28 23:59:36,332 - testrun_aa7a0f8d - [INFO] - [E:21| 500]: Train Loss:0.00062763, Val MRR:0.0147, testrun_aa7a0f8d
2023-04-29 00:01:28,465 - testrun_aa7a0f8d - [INFO] - [E:21| 600]: Train Loss:0.00063062, Val MRR:0.0147, testrun_aa7a0f8d
2023-04-29 00:03:20,500 - testrun_aa7a0f8d - [INFO] - [E:21| 700]: Train Loss:0.00062917, Val MRR:0.0147, testrun_aa7a0f8d
2023-04-29 00:05:12,570 - testrun_aa7a0f8d - [INFO] - [E:21| 800]: Train Loss:0.00062894, Val MRR:0.0147, testrun_aa7a0f8d
2023-04-29 00:05:21,183 - testrun_aa7a0f8d - [INFO] - [Epoch:21]: Training Loss:0.0006289
2023-04-29 00:05:21,560 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 00:05:30,421 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 00:05:38,952 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 21 valid]:
MRR: Tail : 0.02463, Head : 0.00996, Avg : 0.0173
2023-04-29 00:05:41,243 - testrun_aa7a0f8d - [INFO] - [Epoch 21]: Training Loss: 0.00062889, Valid MRR: 0.0173,
2023-04-29 00:05:42,380 - testrun_aa7a0f8d - [INFO] - [E:22| 0]: Train Loss:0.00061281, Val MRR:0.0173, testrun_aa7a0f8d
2023-04-29 00:07:34,462 - testrun_aa7a0f8d - [INFO] - [E:22| 100]: Train Loss:0.00062983, Val MRR:0.0173, testrun_aa7a0f8d
2023-04-29 00:09:26,481 - testrun_aa7a0f8d - [INFO] - [E:22| 200]: Train Loss:0.00063066, Val MRR:0.0173, testrun_aa7a0f8d
2023-04-29 00:11:18,603 - testrun_aa7a0f8d - [INFO] - [E:22| 300]: Train Loss:0.00062937, Val MRR:0.0173, testrun_aa7a0f8d
2023-04-29 00:13:10,706 - testrun_aa7a0f8d - [INFO] - [E:22| 400]: Train Loss:0.00062742, Val MRR:0.0173, testrun_aa7a0f8d
2023-04-29 00:15:02,730 - testrun_aa7a0f8d - [INFO] - [E:22| 500]: Train Loss:0.00062792, Val MRR:0.0173, testrun_aa7a0f8d
2023-04-29 00:16:54,861 - testrun_aa7a0f8d - [INFO] - [E:22| 600]: Train Loss:0.00062809, Val MRR:0.0173, testrun_aa7a0f8d
2023-04-29 00:18:46,903 - testrun_aa7a0f8d - [INFO] - [E:22| 700]: Train Loss:0.00062854, Val MRR:0.0173, testrun_aa7a0f8d
2023-04-29 00:20:38,983 - testrun_aa7a0f8d - [INFO] - [E:22| 800]: Train Loss:0.00062799, Val MRR:0.0173, testrun_aa7a0f8d
2023-04-29 00:20:47,590 - testrun_aa7a0f8d - [INFO] - [Epoch:22]: Training Loss:0.0006278
2023-04-29 00:20:47,965 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 00:20:56,818 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 00:21:05,332 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 22 valid]:
MRR: Tail : 0.02413, Head : 0.01051, Avg : 0.01732
2023-04-29 00:21:07,665 - testrun_aa7a0f8d - [INFO] - [Epoch 22]: Training Loss: 0.00062776, Valid MRR: 0.01732,
2023-04-29 00:21:08,796 - testrun_aa7a0f8d - [INFO] - [E:23| 0]: Train Loss:0.00065185, Val MRR:0.01732, testrun_aa7a0f8d
2023-04-29 00:23:01,616 - testrun_aa7a0f8d - [INFO] - [E:23| 100]: Train Loss:0.00062869, Val MRR:0.01732, testrun_aa7a0f8d
2023-04-29 00:24:53,659 - testrun_aa7a0f8d - [INFO] - [E:23| 200]: Train Loss:0.00062766, Val MRR:0.01732, testrun_aa7a0f8d
2023-04-29 00:26:45,811 - testrun_aa7a0f8d - [INFO] - [E:23| 300]: Train Loss:0.00062748, Val MRR:0.01732, testrun_aa7a0f8d
2023-04-29 00:28:37,851 - testrun_aa7a0f8d - [INFO] - [E:23| 400]: Train Loss:0.00062679, Val MRR:0.01732, testrun_aa7a0f8d
2023-04-29 00:30:29,926 - testrun_aa7a0f8d - [INFO] - [E:23| 500]: Train Loss:0.00062496, Val MRR:0.01732, testrun_aa7a0f8d
2023-04-29 00:32:22,126 - testrun_aa7a0f8d - [INFO] - [E:23| 600]: Train Loss:0.00062532, Val MRR:0.01732, testrun_aa7a0f8d
2023-04-29 00:34:14,050 - testrun_aa7a0f8d - [INFO] - [E:23| 700]: Train Loss:0.00062615, Val MRR:0.01732, testrun_aa7a0f8d
2023-04-29 00:36:06,011 - testrun_aa7a0f8d - [INFO] - [E:23| 800]: Train Loss:0.00062549, Val MRR:0.01732, testrun_aa7a0f8d
2023-04-29 00:36:14,605 - testrun_aa7a0f8d - [INFO] - [Epoch:23]: Training Loss:0.0006254
2023-04-29 00:36:14,981 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 00:36:23,837 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 00:36:32,331 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 23 valid]:
MRR: Tail : 0.02502, Head : 0.01276, Avg : 0.01889
2023-04-29 00:36:34,660 - testrun_aa7a0f8d - [INFO] - [Epoch 23]: Training Loss: 0.00062538, Valid MRR: 0.01889,
2023-04-29 00:36:35,785 - testrun_aa7a0f8d - [INFO] - [E:24| 0]: Train Loss:0.00057801, Val MRR:0.01889, testrun_aa7a0f8d
2023-04-29 00:38:28,065 - testrun_aa7a0f8d - [INFO] - [E:24| 100]: Train Loss:0.00062045, Val MRR:0.01889, testrun_aa7a0f8d
2023-04-29 00:40:20,021 - testrun_aa7a0f8d - [INFO] - [E:24| 200]: Train Loss:0.0006208, Val MRR:0.01889, testrun_aa7a0f8d
2023-04-29 00:42:12,037 - testrun_aa7a0f8d - [INFO] - [E:24| 300]: Train Loss:0.0006218, Val MRR:0.01889, testrun_aa7a0f8d
2023-04-29 00:44:04,192 - testrun_aa7a0f8d - [INFO] - [E:24| 400]: Train Loss:0.00062219, Val MRR:0.01889, testrun_aa7a0f8d
2023-04-29 00:45:56,347 - testrun_aa7a0f8d - [INFO] - [E:24| 500]: Train Loss:0.0006232, Val MRR:0.01889, testrun_aa7a0f8d
2023-04-29 00:47:48,333 - testrun_aa7a0f8d - [INFO] - [E:24| 600]: Train Loss:0.00062298, Val MRR:0.01889, testrun_aa7a0f8d
2023-04-29 00:49:40,772 - testrun_aa7a0f8d - [INFO] - [E:24| 700]: Train Loss:0.00062311, Val MRR:0.01889, testrun_aa7a0f8d
2023-04-29 00:51:32,593 - testrun_aa7a0f8d - [INFO] - [E:24| 800]: Train Loss:0.00062315, Val MRR:0.01889, testrun_aa7a0f8d
2023-04-29 00:51:41,163 - testrun_aa7a0f8d - [INFO] - [Epoch:24]: Training Loss:0.0006229
2023-04-29 00:51:41,537 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 00:51:50,366 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 00:51:59,020 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 24 valid]:
MRR: Tail : 0.02693, Head : 0.01312, Avg : 0.02002
2023-04-29 00:52:04,380 - testrun_aa7a0f8d - [INFO] - [Epoch 24]: Training Loss: 0.00062286, Valid MRR: 0.02002,
2023-04-29 00:52:05,516 - testrun_aa7a0f8d - [INFO] - [E:25| 0]: Train Loss:0.00058925, Val MRR:0.02002, testrun_aa7a0f8d
2023-04-29 00:53:57,484 - testrun_aa7a0f8d - [INFO] - [E:25| 100]: Train Loss:0.00061354, Val MRR:0.02002, testrun_aa7a0f8d
2023-04-29 00:55:49,715 - testrun_aa7a0f8d - [INFO] - [E:25| 200]: Train Loss:0.0006181, Val MRR:0.02002, testrun_aa7a0f8d
2023-04-29 00:57:41,906 - testrun_aa7a0f8d - [INFO] - [E:25| 300]: Train Loss:0.00062153, Val MRR:0.02002, testrun_aa7a0f8d
2023-04-29 00:59:34,096 - testrun_aa7a0f8d - [INFO] - [E:25| 400]: Train Loss:0.00062047, Val MRR:0.02002, testrun_aa7a0f8d
2023-04-29 01:01:26,138 - testrun_aa7a0f8d - [INFO] - [E:25| 500]: Train Loss:0.00062004, Val MRR:0.02002, testrun_aa7a0f8d
2023-04-29 01:03:18,101 - testrun_aa7a0f8d - [INFO] - [E:25| 600]: Train Loss:0.00062052, Val MRR:0.02002, testrun_aa7a0f8d
2023-04-29 01:05:10,297 - testrun_aa7a0f8d - [INFO] - [E:25| 700]: Train Loss:0.00061953, Val MRR:0.02002, testrun_aa7a0f8d
2023-04-29 01:07:02,689 - testrun_aa7a0f8d - [INFO] - [E:25| 800]: Train Loss:0.00062054, Val MRR:0.02002, testrun_aa7a0f8d
2023-04-29 01:07:11,276 - testrun_aa7a0f8d - [INFO] - [Epoch:25]: Training Loss:0.0006207
2023-04-29 01:07:11,652 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 01:07:20,494 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 01:07:28,988 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 25 valid]:
MRR: Tail : 0.0263, Head : 0.01404, Avg : 0.02017
2023-04-29 01:07:31,211 - testrun_aa7a0f8d - [INFO] - [Epoch 25]: Training Loss: 0.00062066, Valid MRR: 0.02017,
2023-04-29 01:07:32,337 - testrun_aa7a0f8d - [INFO] - [E:26| 0]: Train Loss:0.00060251, Val MRR:0.02017, testrun_aa7a0f8d
2023-04-29 01:09:24,437 - testrun_aa7a0f8d - [INFO] - [E:26| 100]: Train Loss:0.00061629, Val MRR:0.02017, testrun_aa7a0f8d
2023-04-29 01:11:16,487 - testrun_aa7a0f8d - [INFO] - [E:26| 200]: Train Loss:0.00062042, Val MRR:0.02017, testrun_aa7a0f8d
2023-04-29 01:13:08,622 - testrun_aa7a0f8d - [INFO] - [E:26| 300]: Train Loss:0.00061982, Val MRR:0.02017, testrun_aa7a0f8d
2023-04-29 01:15:00,832 - testrun_aa7a0f8d - [INFO] - [E:26| 400]: Train Loss:0.00062003, Val MRR:0.02017, testrun_aa7a0f8d
2023-04-29 01:16:52,935 - testrun_aa7a0f8d - [INFO] - [E:26| 500]: Train Loss:0.00061807, Val MRR:0.02017, testrun_aa7a0f8d
2023-04-29 01:18:44,966 - testrun_aa7a0f8d - [INFO] - [E:26| 600]: Train Loss:0.00061849, Val MRR:0.02017, testrun_aa7a0f8d
2023-04-29 01:20:37,039 - testrun_aa7a0f8d - [INFO] - [E:26| 700]: Train Loss:0.00061837, Val MRR:0.02017, testrun_aa7a0f8d
2023-04-29 01:22:29,277 - testrun_aa7a0f8d - [INFO] - [E:26| 800]: Train Loss:0.00061844, Val MRR:0.02017, testrun_aa7a0f8d
2023-04-29 01:22:37,907 - testrun_aa7a0f8d - [INFO] - [Epoch:26]: Training Loss:0.0006184
2023-04-29 01:22:38,284 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 01:22:47,151 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 01:22:55,656 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 26 valid]:
MRR: Tail : 0.02886, Head : 0.01444, Avg : 0.02165
2023-04-29 01:22:57,657 - testrun_aa7a0f8d - [INFO] - [Epoch 26]: Training Loss: 0.00061837, Valid MRR: 0.02165,
2023-04-29 01:22:58,784 - testrun_aa7a0f8d - [INFO] - [E:27| 0]: Train Loss:0.00062356, Val MRR:0.02165, testrun_aa7a0f8d
2023-04-29 01:24:50,916 - testrun_aa7a0f8d - [INFO] - [E:27| 100]: Train Loss:0.00061194, Val MRR:0.02165, testrun_aa7a0f8d
2023-04-29 01:26:42,960 - testrun_aa7a0f8d - [INFO] - [E:27| 200]: Train Loss:0.00061511, Val MRR:0.02165, testrun_aa7a0f8d
2023-04-29 01:28:35,146 - testrun_aa7a0f8d - [INFO] - [E:27| 300]: Train Loss:0.00061269, Val MRR:0.02165, testrun_aa7a0f8d
2023-04-29 01:30:27,303 - testrun_aa7a0f8d - [INFO] - [E:27| 400]: Train Loss:0.00061278, Val MRR:0.02165, testrun_aa7a0f8d
2023-04-29 01:32:19,785 - testrun_aa7a0f8d - [INFO] - [E:27| 500]: Train Loss:0.00061548, Val MRR:0.02165, testrun_aa7a0f8d
2023-04-29 01:34:12,508 - testrun_aa7a0f8d - [INFO] - [E:27| 600]: Train Loss:0.00061597, Val MRR:0.02165, testrun_aa7a0f8d
2023-04-29 01:36:05,403 - testrun_aa7a0f8d - [INFO] - [E:27| 700]: Train Loss:0.0006165, Val MRR:0.02165, testrun_aa7a0f8d
2023-04-29 01:37:59,170 - testrun_aa7a0f8d - [INFO] - [E:27| 800]: Train Loss:0.00061541, Val MRR:0.02165, testrun_aa7a0f8d
2023-04-29 01:38:07,837 - testrun_aa7a0f8d - [INFO] - [Epoch:27]: Training Loss:0.0006158
2023-04-29 01:38:08,217 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 01:38:17,787 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 01:38:26,682 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 27 valid]:
MRR: Tail : 0.02678, Head : 0.01454, Avg : 0.02066
2023-04-29 01:38:26,682 - testrun_aa7a0f8d - [INFO] - [Epoch 27]: Training Loss: 0.00061582, Valid MRR: 0.02165,
2023-04-29 01:38:27,830 - testrun_aa7a0f8d - [INFO] - [E:28| 0]: Train Loss:0.00065025, Val MRR:0.02165, testrun_aa7a0f8d
2023-04-29 01:40:20,763 - testrun_aa7a0f8d - [INFO] - [E:28| 100]: Train Loss:0.0006182, Val MRR:0.02165, testrun_aa7a0f8d
2023-04-29 01:42:13,786 - testrun_aa7a0f8d - [INFO] - [E:28| 200]: Train Loss:0.0006139, Val MRR:0.02165, testrun_aa7a0f8d
2023-04-29 01:44:06,644 - testrun_aa7a0f8d - [INFO] - [E:28| 300]: Train Loss:0.00061127, Val MRR:0.02165, testrun_aa7a0f8d
2023-04-29 01:45:59,378 - testrun_aa7a0f8d - [INFO] - [E:28| 400]: Train Loss:0.00061263, Val MRR:0.02165, testrun_aa7a0f8d
2023-04-29 01:47:52,600 - testrun_aa7a0f8d - [INFO] - [E:28| 500]: Train Loss:0.00061309, Val MRR:0.02165, testrun_aa7a0f8d
2023-04-29 01:49:45,842 - testrun_aa7a0f8d - [INFO] - [E:28| 600]: Train Loss:0.00061371, Val MRR:0.02165, testrun_aa7a0f8d
2023-04-29 01:51:38,972 - testrun_aa7a0f8d - [INFO] - [E:28| 700]: Train Loss:0.00061388, Val MRR:0.02165, testrun_aa7a0f8d
2023-04-29 01:53:32,928 - testrun_aa7a0f8d - [INFO] - [E:28| 800]: Train Loss:0.00061367, Val MRR:0.02165, testrun_aa7a0f8d
2023-04-29 01:53:41,580 - testrun_aa7a0f8d - [INFO] - [Epoch:28]: Training Loss:0.0006136
2023-04-29 01:53:41,960 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 01:53:50,993 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 01:53:59,590 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 28 valid]:
MRR: Tail : 0.03301, Head : 0.01559, Avg : 0.0243
2023-04-29 01:54:02,135 - testrun_aa7a0f8d - [INFO] - [Epoch 28]: Training Loss: 0.00061359, Valid MRR: 0.0243,
2023-04-29 01:54:03,286 - testrun_aa7a0f8d - [INFO] - [E:29| 0]: Train Loss:0.00056603, Val MRR:0.0243, testrun_aa7a0f8d
2023-04-29 01:55:56,497 - testrun_aa7a0f8d - [INFO] - [E:29| 100]: Train Loss:0.00060037, Val MRR:0.0243, testrun_aa7a0f8d
2023-04-29 01:57:49,434 - testrun_aa7a0f8d - [INFO] - [E:29| 200]: Train Loss:0.0006044, Val MRR:0.0243, testrun_aa7a0f8d
2023-04-29 01:59:42,495 - testrun_aa7a0f8d - [INFO] - [E:29| 300]: Train Loss:0.00060887, Val MRR:0.0243, testrun_aa7a0f8d
2023-04-29 02:01:35,636 - testrun_aa7a0f8d - [INFO] - [E:29| 400]: Train Loss:0.00060991, Val MRR:0.0243, testrun_aa7a0f8d
2023-04-29 02:03:29,142 - testrun_aa7a0f8d - [INFO] - [E:29| 500]: Train Loss:0.0006108, Val MRR:0.0243, testrun_aa7a0f8d
2023-04-29 02:05:22,161 - testrun_aa7a0f8d - [INFO] - [E:29| 600]: Train Loss:0.00061207, Val MRR:0.0243, testrun_aa7a0f8d
2023-04-29 02:07:15,609 - testrun_aa7a0f8d - [INFO] - [E:29| 700]: Train Loss:0.00061124, Val MRR:0.0243, testrun_aa7a0f8d
2023-04-29 02:09:08,525 - testrun_aa7a0f8d - [INFO] - [E:29| 800]: Train Loss:0.00061109, Val MRR:0.0243, testrun_aa7a0f8d
2023-04-29 02:09:17,179 - testrun_aa7a0f8d - [INFO] - [Epoch:29]: Training Loss:0.0006112
2023-04-29 02:09:17,560 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 02:09:26,543 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 02:09:35,220 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 29 valid]:
MRR: Tail : 0.03525, Head : 0.0156, Avg : 0.02543
MR: Tail : 7323.7, Head : 1.2578e+04, Avg : 9950.8
Hit-1: Tail : 0.01846, Head : 0.01022, Avg : 0.01434
Hit-3: Tail : 0.03593, Head : 0.01483, Avg : 0.02538
Hit-10: Tail : 0.06691, Head : 0.0234, Avg : 0.04515
2023-04-29 02:09:37,661 - testrun_aa7a0f8d - [INFO] - [Epoch 29]: Training Loss: 0.0006112, Valid MRR: 0.02543,
2023-04-29 02:09:38,797 - testrun_aa7a0f8d - [INFO] - [E:30| 0]: Train Loss:0.00059117, Val MRR:0.02543, testrun_aa7a0f8d
2023-04-29 02:11:32,187 - testrun_aa7a0f8d - [INFO] - [E:30| 100]: Train Loss:0.00060374, Val MRR:0.02543, testrun_aa7a0f8d
2023-04-29 02:13:25,474 - testrun_aa7a0f8d - [INFO] - [E:30| 200]: Train Loss:0.00061015, Val MRR:0.02543, testrun_aa7a0f8d
2023-04-29 02:15:18,565 - testrun_aa7a0f8d - [INFO] - [E:30| 300]: Train Loss:0.00061063, Val MRR:0.02543, testrun_aa7a0f8d
2023-04-29 02:17:11,728 - testrun_aa7a0f8d - [INFO] - [E:30| 400]: Train Loss:0.00061133, Val MRR:0.02543, testrun_aa7a0f8d
2023-04-29 02:19:04,963 - testrun_aa7a0f8d - [INFO] - [E:30| 500]: Train Loss:0.00060989, Val MRR:0.02543, testrun_aa7a0f8d
2023-04-29 02:20:58,262 - testrun_aa7a0f8d - [INFO] - [E:30| 600]: Train Loss:0.00060979, Val MRR:0.02543, testrun_aa7a0f8d
2023-04-29 02:22:52,607 - testrun_aa7a0f8d - [INFO] - [E:30| 700]: Train Loss:0.00061017, Val MRR:0.02543, testrun_aa7a0f8d
2023-04-29 02:24:45,925 - testrun_aa7a0f8d - [INFO] - [E:30| 800]: Train Loss:0.00060891, Val MRR:0.02543, testrun_aa7a0f8d
2023-04-29 02:24:54,630 - testrun_aa7a0f8d - [INFO] - [Epoch:30]: Training Loss:0.0006089
2023-04-29 02:24:55,008 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 02:25:03,995 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 02:25:12,655 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 30 valid]:
MRR: Tail : 0.03581, Head : 0.01607, Avg : 0.02594
2023-04-29 02:25:15,080 - testrun_aa7a0f8d - [INFO] - [Epoch 30]: Training Loss: 0.00060889, Valid MRR: 0.02594,
2023-04-29 02:25:16,220 - testrun_aa7a0f8d - [INFO] - [E:31| 0]: Train Loss:0.00060748, Val MRR:0.02594, testrun_aa7a0f8d
2023-04-29 02:27:09,680 - testrun_aa7a0f8d - [INFO] - [E:31| 100]: Train Loss:0.00060276, Val MRR:0.02594, testrun_aa7a0f8d
2023-04-29 02:29:03,260 - testrun_aa7a0f8d - [INFO] - [E:31| 200]: Train Loss:0.00060463, Val MRR:0.02594, testrun_aa7a0f8d
2023-04-29 02:30:56,388 - testrun_aa7a0f8d - [INFO] - [E:31| 300]: Train Loss:0.00060591, Val MRR:0.02594, testrun_aa7a0f8d
2023-04-29 02:32:49,597 - testrun_aa7a0f8d - [INFO] - [E:31| 400]: Train Loss:0.00060656, Val MRR:0.02594, testrun_aa7a0f8d
2023-04-29 02:34:42,705 - testrun_aa7a0f8d - [INFO] - [E:31| 500]: Train Loss:0.00060542, Val MRR:0.02594, testrun_aa7a0f8d
2023-04-29 02:36:35,803 - testrun_aa7a0f8d - [INFO] - [E:31| 600]: Train Loss:0.00060638, Val MRR:0.02594, testrun_aa7a0f8d
2023-04-29 02:38:30,327 - testrun_aa7a0f8d - [INFO] - [E:31| 700]: Train Loss:0.00060643, Val MRR:0.02594, testrun_aa7a0f8d
2023-04-29 02:40:23,425 - testrun_aa7a0f8d - [INFO] - [E:31| 800]: Train Loss:0.00060632, Val MRR:0.02594, testrun_aa7a0f8d
2023-04-29 02:40:32,114 - testrun_aa7a0f8d - [INFO] - [Epoch:31]: Training Loss:0.0006063
2023-04-29 02:40:32,492 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 02:40:41,421 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 02:40:50,008 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 31 valid]:
MRR: Tail : 0.03658, Head : 0.0166, Avg : 0.02659
2023-04-29 02:40:52,358 - testrun_aa7a0f8d - [INFO] - [Epoch 31]: Training Loss: 0.00060626, Valid MRR: 0.02659,
2023-04-29 02:40:53,494 - testrun_aa7a0f8d - [INFO] - [E:32| 0]: Train Loss:0.00058984, Val MRR:0.02659, testrun_aa7a0f8d
2023-04-29 02:42:46,695 - testrun_aa7a0f8d - [INFO] - [E:32| 100]: Train Loss:0.00060174, Val MRR:0.02659, testrun_aa7a0f8d
2023-04-29 02:44:40,158 - testrun_aa7a0f8d - [INFO] - [E:32| 200]: Train Loss:0.00059963, Val MRR:0.02659, testrun_aa7a0f8d
2023-04-29 02:46:33,291 - testrun_aa7a0f8d - [INFO] - [E:32| 300]: Train Loss:0.00059906, Val MRR:0.02659, testrun_aa7a0f8d
2023-04-29 02:48:26,860 - testrun_aa7a0f8d - [INFO] - [E:32| 400]: Train Loss:0.00060295, Val MRR:0.02659, testrun_aa7a0f8d
2023-04-29 02:50:20,098 - testrun_aa7a0f8d - [INFO] - [E:32| 500]: Train Loss:0.00060343, Val MRR:0.02659, testrun_aa7a0f8d
2023-04-29 02:52:14,288 - testrun_aa7a0f8d - [INFO] - [E:32| 600]: Train Loss:0.00060279, Val MRR:0.02659, testrun_aa7a0f8d
2023-04-29 02:54:07,859 - testrun_aa7a0f8d - [INFO] - [E:32| 700]: Train Loss:0.0006026, Val MRR:0.02659, testrun_aa7a0f8d
2023-04-29 02:56:01,073 - testrun_aa7a0f8d - [INFO] - [E:32| 800]: Train Loss:0.00060377, Val MRR:0.02659, testrun_aa7a0f8d
2023-04-29 02:56:09,813 - testrun_aa7a0f8d - [INFO] - [Epoch:32]: Training Loss:0.0006036
2023-04-29 02:56:10,193 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 02:56:19,138 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 02:56:27,715 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 32 valid]:
MRR: Tail : 0.03815, Head : 0.01753, Avg : 0.02784
2023-04-29 02:56:30,219 - testrun_aa7a0f8d - [INFO] - [Epoch 32]: Training Loss: 0.00060363, Valid MRR: 0.02784,
2023-04-29 02:56:31,356 - testrun_aa7a0f8d - [INFO] - [E:33| 0]: Train Loss:0.00055134, Val MRR:0.02784, testrun_aa7a0f8d
2023-04-29 02:58:24,506 - testrun_aa7a0f8d - [INFO] - [E:33| 100]: Train Loss:0.00059768, Val MRR:0.02784, testrun_aa7a0f8d
2023-04-29 03:00:17,862 - testrun_aa7a0f8d - [INFO] - [E:33| 200]: Train Loss:0.00060065, Val MRR:0.02784, testrun_aa7a0f8d
2023-04-29 03:02:11,055 - testrun_aa7a0f8d - [INFO] - [E:33| 300]: Train Loss:0.00059961, Val MRR:0.02784, testrun_aa7a0f8d
2023-04-29 03:04:04,390 - testrun_aa7a0f8d - [INFO] - [E:33| 400]: Train Loss:0.00059878, Val MRR:0.02784, testrun_aa7a0f8d
2023-04-29 03:05:57,739 - testrun_aa7a0f8d - [INFO] - [E:33| 500]: Train Loss:0.00059824, Val MRR:0.02784, testrun_aa7a0f8d
2023-04-29 03:07:51,242 - testrun_aa7a0f8d - [INFO] - [E:33| 600]: Train Loss:0.00059954, Val MRR:0.02784, testrun_aa7a0f8d
2023-04-29 03:09:44,215 - testrun_aa7a0f8d - [INFO] - [E:33| 700]: Train Loss:0.00059988, Val MRR:0.02784, testrun_aa7a0f8d
2023-04-29 03:11:37,424 - testrun_aa7a0f8d - [INFO] - [E:33| 800]: Train Loss:0.00060061, Val MRR:0.02784, testrun_aa7a0f8d
2023-04-29 03:11:46,166 - testrun_aa7a0f8d - [INFO] - [Epoch:33]: Training Loss:0.0006013
2023-04-29 03:11:46,547 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 03:11:55,526 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 03:12:04,113 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 33 valid]:
MRR: Tail : 0.03677, Head : 0.01799, Avg : 0.02738
2023-04-29 03:12:04,113 - testrun_aa7a0f8d - [INFO] - [Epoch 33]: Training Loss: 0.00060132, Valid MRR: 0.02784,
2023-04-29 03:12:05,250 - testrun_aa7a0f8d - [INFO] - [E:34| 0]: Train Loss:0.00058477, Val MRR:0.02784, testrun_aa7a0f8d
2023-04-29 03:13:58,364 - testrun_aa7a0f8d - [INFO] - [E:34| 100]: Train Loss:0.00059425, Val MRR:0.02784, testrun_aa7a0f8d
2023-04-29 03:15:51,548 - testrun_aa7a0f8d - [INFO] - [E:34| 200]: Train Loss:0.00059844, Val MRR:0.02784, testrun_aa7a0f8d
2023-04-29 03:17:44,539 - testrun_aa7a0f8d - [INFO] - [E:34| 300]: Train Loss:0.00059692, Val MRR:0.02784, testrun_aa7a0f8d
2023-04-29 03:19:38,418 - testrun_aa7a0f8d - [INFO] - [E:34| 400]: Train Loss:0.00059879, Val MRR:0.02784, testrun_aa7a0f8d
2023-04-29 03:21:31,393 - testrun_aa7a0f8d - [INFO] - [E:34| 500]: Train Loss:0.00059778, Val MRR:0.02784, testrun_aa7a0f8d
2023-04-29 03:23:25,366 - testrun_aa7a0f8d - [INFO] - [E:34| 600]: Train Loss:0.0005985, Val MRR:0.02784, testrun_aa7a0f8d
2023-04-29 03:25:18,427 - testrun_aa7a0f8d - [INFO] - [E:34| 700]: Train Loss:0.00059845, Val MRR:0.02784, testrun_aa7a0f8d
2023-04-29 03:27:11,625 - testrun_aa7a0f8d - [INFO] - [E:34| 800]: Train Loss:0.00059888, Val MRR:0.02784, testrun_aa7a0f8d
2023-04-29 03:27:20,349 - testrun_aa7a0f8d - [INFO] - [Epoch:34]: Training Loss:0.0005988
2023-04-29 03:27:20,727 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 03:27:29,703 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 03:27:38,408 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 34 valid]:
MRR: Tail : 0.03997, Head : 0.01827, Avg : 0.02912
2023-04-29 03:27:41,620 - testrun_aa7a0f8d - [INFO] - [Epoch 34]: Training Loss: 0.00059877, Valid MRR: 0.02912,
2023-04-29 03:27:42,766 - testrun_aa7a0f8d - [INFO] - [E:35| 0]: Train Loss:0.00055548, Val MRR:0.02912, testrun_aa7a0f8d
2023-04-29 03:29:35,721 - testrun_aa7a0f8d - [INFO] - [E:35| 100]: Train Loss:0.00059393, Val MRR:0.02912, testrun_aa7a0f8d
2023-04-29 03:31:28,862 - testrun_aa7a0f8d - [INFO] - [E:35| 200]: Train Loss:0.00059239, Val MRR:0.02912, testrun_aa7a0f8d
2023-04-29 03:33:21,872 - testrun_aa7a0f8d - [INFO] - [E:35| 300]: Train Loss:0.0005923, Val MRR:0.02912, testrun_aa7a0f8d
2023-04-29 03:35:14,870 - testrun_aa7a0f8d - [INFO] - [E:35| 400]: Train Loss:0.00059164, Val MRR:0.02912, testrun_aa7a0f8d
2023-04-29 03:37:08,149 - testrun_aa7a0f8d - [INFO] - [E:35| 500]: Train Loss:0.0005947, Val MRR:0.02912, testrun_aa7a0f8d
2023-04-29 03:39:01,253 - testrun_aa7a0f8d - [INFO] - [E:35| 600]: Train Loss:0.00059522, Val MRR:0.02912, testrun_aa7a0f8d
2023-04-29 03:40:54,379 - testrun_aa7a0f8d - [INFO] - [E:35| 700]: Train Loss:0.00059546, Val MRR:0.02912, testrun_aa7a0f8d
2023-04-29 03:42:47,429 - testrun_aa7a0f8d - [INFO] - [E:35| 800]: Train Loss:0.00059634, Val MRR:0.02912, testrun_aa7a0f8d
2023-04-29 03:42:56,118 - testrun_aa7a0f8d - [INFO] - [Epoch:35]: Training Loss:0.0005964
2023-04-29 03:42:56,497 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 03:43:05,507 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 03:43:14,115 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 35 valid]:
MRR: Tail : 0.04063, Head : 0.01943, Avg : 0.03003
2023-04-29 03:43:16,152 - testrun_aa7a0f8d - [INFO] - [Epoch 35]: Training Loss: 0.00059643, Valid MRR: 0.03003,
2023-04-29 03:43:17,290 - testrun_aa7a0f8d - [INFO] - [E:36| 0]: Train Loss:0.00057806, Val MRR:0.03003, testrun_aa7a0f8d
2023-04-29 03:45:11,367 - testrun_aa7a0f8d - [INFO] - [E:36| 100]: Train Loss:0.00060251, Val MRR:0.03003, testrun_aa7a0f8d
2023-04-29 03:47:04,357 - testrun_aa7a0f8d - [INFO] - [E:36| 200]: Train Loss:0.00059506, Val MRR:0.03003, testrun_aa7a0f8d
2023-04-29 03:48:57,305 - testrun_aa7a0f8d - [INFO] - [E:36| 300]: Train Loss:0.0005937, Val MRR:0.03003, testrun_aa7a0f8d
2023-04-29 03:50:50,208 - testrun_aa7a0f8d - [INFO] - [E:36| 400]: Train Loss:0.00059176, Val MRR:0.03003, testrun_aa7a0f8d
2023-04-29 03:52:44,861 - testrun_aa7a0f8d - [INFO] - [E:36| 500]: Train Loss:0.00059346, Val MRR:0.03003, testrun_aa7a0f8d
2023-04-29 03:54:37,830 - testrun_aa7a0f8d - [INFO] - [E:36| 600]: Train Loss:0.00059336, Val MRR:0.03003, testrun_aa7a0f8d
2023-04-29 03:56:30,981 - testrun_aa7a0f8d - [INFO] - [E:36| 700]: Train Loss:0.00059363, Val MRR:0.03003, testrun_aa7a0f8d
2023-04-29 03:58:23,921 - testrun_aa7a0f8d - [INFO] - [E:36| 800]: Train Loss:0.00059394, Val MRR:0.03003, testrun_aa7a0f8d
2023-04-29 03:58:32,583 - testrun_aa7a0f8d - [INFO] - [Epoch:36]: Training Loss:0.0005939
2023-04-29 03:58:32,961 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 03:58:41,965 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 03:58:50,537 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 36 valid]:
MRR: Tail : 0.04309, Head : 0.02024, Avg : 0.03167
2023-04-29 03:58:52,693 - testrun_aa7a0f8d - [INFO] - [Epoch 36]: Training Loss: 0.00059392, Valid MRR: 0.03167,
2023-04-29 03:58:53,828 - testrun_aa7a0f8d - [INFO] - [E:37| 0]: Train Loss:0.0006044, Val MRR:0.03167, testrun_aa7a0f8d
2023-04-29 04:00:46,660 - testrun_aa7a0f8d - [INFO] - [E:37| 100]: Train Loss:0.00058706, Val MRR:0.03167, testrun_aa7a0f8d
2023-04-29 04:02:39,950 - testrun_aa7a0f8d - [INFO] - [E:37| 200]: Train Loss:0.00058638, Val MRR:0.03167, testrun_aa7a0f8d
2023-04-29 04:04:32,903 - testrun_aa7a0f8d - [INFO] - [E:37| 300]: Train Loss:0.00058518, Val MRR:0.03167, testrun_aa7a0f8d
2023-04-29 04:06:25,748 - testrun_aa7a0f8d - [INFO] - [E:37| 400]: Train Loss:0.00058584, Val MRR:0.03167, testrun_aa7a0f8d
2023-04-29 04:08:20,011 - testrun_aa7a0f8d - [INFO] - [E:37| 500]: Train Loss:0.00058808, Val MRR:0.03167, testrun_aa7a0f8d
2023-04-29 04:10:13,726 - testrun_aa7a0f8d - [INFO] - [E:37| 600]: Train Loss:0.00058975, Val MRR:0.03167, testrun_aa7a0f8d
2023-04-29 04:12:06,691 - testrun_aa7a0f8d - [INFO] - [E:37| 700]: Train Loss:0.00059017, Val MRR:0.03167, testrun_aa7a0f8d
2023-04-29 04:13:59,617 - testrun_aa7a0f8d - [INFO] - [E:37| 800]: Train Loss:0.00059148, Val MRR:0.03167, testrun_aa7a0f8d
2023-04-29 04:14:08,311 - testrun_aa7a0f8d - [INFO] - [Epoch:37]: Training Loss:0.0005915
2023-04-29 04:14:08,690 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 04:14:17,621 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 04:14:26,242 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 37 valid]:
MRR: Tail : 0.04631, Head : 0.02034, Avg : 0.03333
2023-04-29 04:14:28,495 - testrun_aa7a0f8d - [INFO] - [Epoch 37]: Training Loss: 0.00059154, Valid MRR: 0.03333,
2023-04-29 04:14:29,625 - testrun_aa7a0f8d - [INFO] - [E:38| 0]: Train Loss:0.00061664, Val MRR:0.03333, testrun_aa7a0f8d
2023-04-29 04:16:22,381 - testrun_aa7a0f8d - [INFO] - [E:38| 100]: Train Loss:0.00058598, Val MRR:0.03333, testrun_aa7a0f8d
2023-04-29 04:18:15,261 - testrun_aa7a0f8d - [INFO] - [E:38| 200]: Train Loss:0.0005888, Val MRR:0.03333, testrun_aa7a0f8d
2023-04-29 04:20:08,214 - testrun_aa7a0f8d - [INFO] - [E:38| 300]: Train Loss:0.00058836, Val MRR:0.03333, testrun_aa7a0f8d
2023-04-29 04:22:02,176 - testrun_aa7a0f8d - [INFO] - [E:38| 400]: Train Loss:0.0005886, Val MRR:0.03333, testrun_aa7a0f8d
2023-04-29 04:23:55,299 - testrun_aa7a0f8d - [INFO] - [E:38| 500]: Train Loss:0.00058878, Val MRR:0.03333, testrun_aa7a0f8d
2023-04-29 04:25:48,412 - testrun_aa7a0f8d - [INFO] - [E:38| 600]: Train Loss:0.00059013, Val MRR:0.03333, testrun_aa7a0f8d
2023-04-29 04:27:41,466 - testrun_aa7a0f8d - [INFO] - [E:38| 700]: Train Loss:0.00058958, Val MRR:0.03333, testrun_aa7a0f8d
2023-04-29 04:29:34,350 - testrun_aa7a0f8d - [INFO] - [E:38| 800]: Train Loss:0.00058927, Val MRR:0.03333, testrun_aa7a0f8d
2023-04-29 04:29:43,046 - testrun_aa7a0f8d - [INFO] - [Epoch:38]: Training Loss:0.0005892
2023-04-29 04:29:43,424 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 04:29:52,346 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 04:30:00,912 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 38 valid]:
MRR: Tail : 0.04678, Head : 0.02153, Avg : 0.03415
2023-04-29 04:30:03,083 - testrun_aa7a0f8d - [INFO] - [Epoch 38]: Training Loss: 0.00058918, Valid MRR: 0.03415,
2023-04-29 04:30:04,213 - testrun_aa7a0f8d - [INFO] - [E:39| 0]: Train Loss:0.00054738, Val MRR:0.03415, testrun_aa7a0f8d
2023-04-29 04:31:57,472 - testrun_aa7a0f8d - [INFO] - [E:39| 100]: Train Loss:0.00057966, Val MRR:0.03415, testrun_aa7a0f8d
2023-04-29 04:33:50,950 - testrun_aa7a0f8d - [INFO] - [E:39| 200]: Train Loss:0.00058948, Val MRR:0.03415, testrun_aa7a0f8d
2023-04-29 04:35:44,088 - testrun_aa7a0f8d - [INFO] - [E:39| 300]: Train Loss:0.00058647, Val MRR:0.03415, testrun_aa7a0f8d
2023-04-29 04:37:37,770 - testrun_aa7a0f8d - [INFO] - [E:39| 400]: Train Loss:0.00058537, Val MRR:0.03415, testrun_aa7a0f8d
2023-04-29 04:39:30,709 - testrun_aa7a0f8d - [INFO] - [E:39| 500]: Train Loss:0.00058764, Val MRR:0.03415, testrun_aa7a0f8d
2023-04-29 04:41:23,659 - testrun_aa7a0f8d - [INFO] - [E:39| 600]: Train Loss:0.00058608, Val MRR:0.03415, testrun_aa7a0f8d
2023-04-29 04:43:16,552 - testrun_aa7a0f8d - [INFO] - [E:39| 700]: Train Loss:0.00058655, Val MRR:0.03415, testrun_aa7a0f8d
2023-04-29 04:45:09,465 - testrun_aa7a0f8d - [INFO] - [E:39| 800]: Train Loss:0.00058673, Val MRR:0.03415, testrun_aa7a0f8d
2023-04-29 04:45:18,135 - testrun_aa7a0f8d - [INFO] - [Epoch:39]: Training Loss:0.0005871
2023-04-29 04:45:18,514 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 04:45:27,439 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 04:45:36,008 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 39 valid]:
MRR: Tail : 0.04752, Head : 0.02329, Avg : 0.0354
MR: Tail : 5076.4, Head : 9582.3, Avg : 7329.4
Hit-1: Tail : 0.02439, Head : 0.01318, Avg : 0.01879
Hit-3: Tail : 0.05241, Head : 0.02241, Avg : 0.03741
Hit-10: Tail : 0.08866, Head : 0.03955, Avg : 0.06411
2023-04-29 04:45:38,176 - testrun_aa7a0f8d - [INFO] - [Epoch 39]: Training Loss: 0.00058712, Valid MRR: 0.0354,
2023-04-29 04:45:39,308 - testrun_aa7a0f8d - [INFO] - [E:40| 0]: Train Loss:0.00055194, Val MRR:0.0354, testrun_aa7a0f8d
2023-04-29 04:47:32,267 - testrun_aa7a0f8d - [INFO] - [E:40| 100]: Train Loss:0.00057944, Val MRR:0.0354, testrun_aa7a0f8d
2023-04-29 04:49:25,239 - testrun_aa7a0f8d - [INFO] - [E:40| 200]: Train Loss:0.0005788, Val MRR:0.0354, testrun_aa7a0f8d
2023-04-29 04:51:18,311 - testrun_aa7a0f8d - [INFO] - [E:40| 300]: Train Loss:0.00058015, Val MRR:0.0354, testrun_aa7a0f8d
2023-04-29 04:53:12,321 - testrun_aa7a0f8d - [INFO] - [E:40| 400]: Train Loss:0.00058077, Val MRR:0.0354, testrun_aa7a0f8d
2023-04-29 04:55:05,434 - testrun_aa7a0f8d - [INFO] - [E:40| 500]: Train Loss:0.00058065, Val MRR:0.0354, testrun_aa7a0f8d
2023-04-29 04:56:58,334 - testrun_aa7a0f8d - [INFO] - [E:40| 600]: Train Loss:0.00058208, Val MRR:0.0354, testrun_aa7a0f8d
2023-04-29 04:58:51,963 - testrun_aa7a0f8d - [INFO] - [E:40| 700]: Train Loss:0.00058266, Val MRR:0.0354, testrun_aa7a0f8d
2023-04-29 05:00:45,214 - testrun_aa7a0f8d - [INFO] - [E:40| 800]: Train Loss:0.00058414, Val MRR:0.0354, testrun_aa7a0f8d
2023-04-29 05:00:53,902 - testrun_aa7a0f8d - [INFO] - [Epoch:40]: Training Loss:0.0005841
2023-04-29 05:00:54,282 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 05:01:03,241 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 05:01:11,849 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 40 valid]:
MRR: Tail : 0.04853, Head : 0.02409, Avg : 0.03631
2023-04-29 05:01:14,004 - testrun_aa7a0f8d - [INFO] - [Epoch 40]: Training Loss: 0.00058409, Valid MRR: 0.03631,
2023-04-29 05:01:15,156 - testrun_aa7a0f8d - [INFO] - [E:41| 0]: Train Loss:0.00057625, Val MRR:0.03631, testrun_aa7a0f8d
2023-04-29 05:03:08,040 - testrun_aa7a0f8d - [INFO] - [E:41| 100]: Train Loss:0.00057521, Val MRR:0.03631, testrun_aa7a0f8d
2023-04-29 05:05:00,858 - testrun_aa7a0f8d - [INFO] - [E:41| 200]: Train Loss:0.00058216, Val MRR:0.03631, testrun_aa7a0f8d
2023-04-29 05:06:53,910 - testrun_aa7a0f8d - [INFO] - [E:41| 300]: Train Loss:0.00058374, Val MRR:0.03631, testrun_aa7a0f8d
2023-04-29 05:08:48,012 - testrun_aa7a0f8d - [INFO] - [E:41| 400]: Train Loss:0.00058266, Val MRR:0.03631, testrun_aa7a0f8d
2023-04-29 05:10:41,030 - testrun_aa7a0f8d - [INFO] - [E:41| 500]: Train Loss:0.00058286, Val MRR:0.03631, testrun_aa7a0f8d
2023-04-29 05:12:33,883 - testrun_aa7a0f8d - [INFO] - [E:41| 600]: Train Loss:0.00058245, Val MRR:0.03631, testrun_aa7a0f8d
2023-04-29 05:14:26,989 - testrun_aa7a0f8d - [INFO] - [E:41| 700]: Train Loss:0.00058267, Val MRR:0.03631, testrun_aa7a0f8d
2023-04-29 05:16:19,908 - testrun_aa7a0f8d - [INFO] - [E:41| 800]: Train Loss:0.00058229, Val MRR:0.03631, testrun_aa7a0f8d
2023-04-29 05:16:28,590 - testrun_aa7a0f8d - [INFO] - [Epoch:41]: Training Loss:0.0005824
2023-04-29 05:16:28,969 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 05:16:37,899 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 05:16:46,467 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 41 valid]:
MRR: Tail : 0.05085, Head : 0.02456, Avg : 0.0377
2023-04-29 05:16:51,125 - testrun_aa7a0f8d - [INFO] - [Epoch 41]: Training Loss: 0.00058239, Valid MRR: 0.0377,
2023-04-29 05:16:52,266 - testrun_aa7a0f8d - [INFO] - [E:42| 0]: Train Loss:0.00052678, Val MRR:0.0377, testrun_aa7a0f8d
2023-04-29 05:18:45,351 - testrun_aa7a0f8d - [INFO] - [E:42| 100]: Train Loss:0.00057997, Val MRR:0.0377, testrun_aa7a0f8d
2023-04-29 05:20:38,287 - testrun_aa7a0f8d - [INFO] - [E:42| 200]: Train Loss:0.00057939, Val MRR:0.0377, testrun_aa7a0f8d
2023-04-29 05:22:31,565 - testrun_aa7a0f8d - [INFO] - [E:42| 300]: Train Loss:0.00057763, Val MRR:0.0377, testrun_aa7a0f8d
2023-04-29 05:24:25,272 - testrun_aa7a0f8d - [INFO] - [E:42| 400]: Train Loss:0.00057631, Val MRR:0.0377, testrun_aa7a0f8d
2023-04-29 05:26:18,101 - testrun_aa7a0f8d - [INFO] - [E:42| 500]: Train Loss:0.00057801, Val MRR:0.0377, testrun_aa7a0f8d
2023-04-29 05:28:11,118 - testrun_aa7a0f8d - [INFO] - [E:42| 600]: Train Loss:0.00057785, Val MRR:0.0377, testrun_aa7a0f8d
2023-04-29 05:30:04,087 - testrun_aa7a0f8d - [INFO] - [E:42| 700]: Train Loss:0.00057885, Val MRR:0.0377, testrun_aa7a0f8d
2023-04-29 05:31:56,871 - testrun_aa7a0f8d - [INFO] - [E:42| 800]: Train Loss:0.00057916, Val MRR:0.0377, testrun_aa7a0f8d
2023-04-29 05:32:05,525 - testrun_aa7a0f8d - [INFO] - [Epoch:42]: Training Loss:0.0005793
2023-04-29 05:32:05,905 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 05:32:14,853 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 05:32:23,448 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 42 valid]:
MRR: Tail : 0.05062, Head : 0.02542, Avg : 0.03802
2023-04-29 05:32:25,645 - testrun_aa7a0f8d - [INFO] - [Epoch 42]: Training Loss: 0.00057929, Valid MRR: 0.03802,
2023-04-29 05:32:26,836 - testrun_aa7a0f8d - [INFO] - [E:43| 0]: Train Loss:0.00056436, Val MRR:0.03802, testrun_aa7a0f8d
2023-04-29 05:34:19,900 - testrun_aa7a0f8d - [INFO] - [E:43| 100]: Train Loss:0.00057824, Val MRR:0.03802, testrun_aa7a0f8d
2023-04-29 05:36:13,045 - testrun_aa7a0f8d - [INFO] - [E:43| 200]: Train Loss:0.0005755, Val MRR:0.03802, testrun_aa7a0f8d
2023-04-29 05:38:07,081 - testrun_aa7a0f8d - [INFO] - [E:43| 300]: Train Loss:0.00057625, Val MRR:0.03802, testrun_aa7a0f8d
2023-04-29 05:39:59,823 - testrun_aa7a0f8d - [INFO] - [E:43| 400]: Train Loss:0.00057508, Val MRR:0.03802, testrun_aa7a0f8d
2023-04-29 05:41:52,743 - testrun_aa7a0f8d - [INFO] - [E:43| 500]: Train Loss:0.00057675, Val MRR:0.03802, testrun_aa7a0f8d
2023-04-29 05:43:45,738 - testrun_aa7a0f8d - [INFO] - [E:43| 600]: Train Loss:0.00057673, Val MRR:0.03802, testrun_aa7a0f8d
2023-04-29 05:45:38,567 - testrun_aa7a0f8d - [INFO] - [E:43| 700]: Train Loss:0.0005768, Val MRR:0.03802, testrun_aa7a0f8d
2023-04-29 05:47:31,303 - testrun_aa7a0f8d - [INFO] - [E:43| 800]: Train Loss:0.00057748, Val MRR:0.03802, testrun_aa7a0f8d
2023-04-29 05:47:39,976 - testrun_aa7a0f8d - [INFO] - [Epoch:43]: Training Loss:0.0005772
2023-04-29 05:47:40,354 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 05:47:49,358 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 05:47:57,981 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 43 valid]:
MRR: Tail : 0.05252, Head : 0.0278, Avg : 0.04016
2023-04-29 05:48:00,210 - testrun_aa7a0f8d - [INFO] - [Epoch 43]: Training Loss: 0.00057718, Valid MRR: 0.04016,
2023-04-29 05:48:01,342 - testrun_aa7a0f8d - [INFO] - [E:44| 0]: Train Loss:0.00059109, Val MRR:0.04016, testrun_aa7a0f8d
2023-04-29 05:49:54,756 - testrun_aa7a0f8d - [INFO] - [E:44| 100]: Train Loss:0.00056725, Val MRR:0.04016, testrun_aa7a0f8d
2023-04-29 05:51:47,595 - testrun_aa7a0f8d - [INFO] - [E:44| 200]: Train Loss:0.00056975, Val MRR:0.04016, testrun_aa7a0f8d
2023-04-29 05:53:42,614 - testrun_aa7a0f8d - [INFO] - [E:44| 300]: Train Loss:0.00057115, Val MRR:0.04016, testrun_aa7a0f8d
2023-04-29 05:55:35,384 - testrun_aa7a0f8d - [INFO] - [E:44| 400]: Train Loss:0.0005729, Val MRR:0.04016, testrun_aa7a0f8d
2023-04-29 05:57:28,348 - testrun_aa7a0f8d - [INFO] - [E:44| 500]: Train Loss:0.00057407, Val MRR:0.04016, testrun_aa7a0f8d
2023-04-29 05:59:21,115 - testrun_aa7a0f8d - [INFO] - [E:44| 600]: Train Loss:0.00057365, Val MRR:0.04016, testrun_aa7a0f8d
2023-04-29 06:01:14,133 - testrun_aa7a0f8d - [INFO] - [E:44| 700]: Train Loss:0.00057345, Val MRR:0.04016, testrun_aa7a0f8d
2023-04-29 06:03:06,906 - testrun_aa7a0f8d - [INFO] - [E:44| 800]: Train Loss:0.00057465, Val MRR:0.04016, testrun_aa7a0f8d
2023-04-29 06:03:15,562 - testrun_aa7a0f8d - [INFO] - [Epoch:44]: Training Loss:0.000575
2023-04-29 06:03:15,983 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 06:03:24,932 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 06:03:33,500 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 44 valid]:
MRR: Tail : 0.05603, Head : 0.02971, Avg : 0.04287
2023-04-29 06:03:35,586 - testrun_aa7a0f8d - [INFO] - [Epoch 44]: Training Loss: 0.00057496, Valid MRR: 0.04287,
2023-04-29 06:03:36,805 - testrun_aa7a0f8d - [INFO] - [E:45| 0]: Train Loss:0.00063401, Val MRR:0.04287, testrun_aa7a0f8d
2023-04-29 06:05:29,876 - testrun_aa7a0f8d - [INFO] - [E:45| 100]: Train Loss:0.00056838, Val MRR:0.04287, testrun_aa7a0f8d
2023-04-29 06:07:23,213 - testrun_aa7a0f8d - [INFO] - [E:45| 200]: Train Loss:0.00056946, Val MRR:0.04287, testrun_aa7a0f8d
2023-04-29 06:09:16,004 - testrun_aa7a0f8d - [INFO] - [E:45| 300]: Train Loss:0.0005687, Val MRR:0.04287, testrun_aa7a0f8d
2023-04-29 06:11:08,944 - testrun_aa7a0f8d - [INFO] - [E:45| 400]: Train Loss:0.00056885, Val MRR:0.04287, testrun_aa7a0f8d
2023-04-29 06:13:02,103 - testrun_aa7a0f8d - [INFO] - [E:45| 500]: Train Loss:0.00056993, Val MRR:0.04287, testrun_aa7a0f8d
2023-04-29 06:14:55,569 - testrun_aa7a0f8d - [INFO] - [E:45| 600]: Train Loss:0.00057195, Val MRR:0.04287, testrun_aa7a0f8d
2023-04-29 06:16:48,630 - testrun_aa7a0f8d - [INFO] - [E:45| 700]: Train Loss:0.00057199, Val MRR:0.04287, testrun_aa7a0f8d
2023-04-29 06:18:41,503 - testrun_aa7a0f8d - [INFO] - [E:45| 800]: Train Loss:0.00057237, Val MRR:0.04287, testrun_aa7a0f8d
2023-04-29 06:18:50,153 - testrun_aa7a0f8d - [INFO] - [Epoch:45]: Training Loss:0.0005722
2023-04-29 06:18:50,531 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 06:18:59,526 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 06:19:08,146 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 45 valid]:
MRR: Tail : 0.06001, Head : 0.03229, Avg : 0.04615
2023-04-29 06:19:10,280 - testrun_aa7a0f8d - [INFO] - [Epoch 45]: Training Loss: 0.00057224, Valid MRR: 0.04615,
2023-04-29 06:19:11,410 - testrun_aa7a0f8d - [INFO] - [E:46| 0]: Train Loss:0.00055751, Val MRR:0.04615, testrun_aa7a0f8d
2023-04-29 06:21:04,292 - testrun_aa7a0f8d - [INFO] - [E:46| 100]: Train Loss:0.00057161, Val MRR:0.04615, testrun_aa7a0f8d
2023-04-29 06:22:57,899 - testrun_aa7a0f8d - [INFO] - [E:46| 200]: Train Loss:0.00057187, Val MRR:0.04615, testrun_aa7a0f8d
2023-04-29 06:24:50,947 - testrun_aa7a0f8d - [INFO] - [E:46| 300]: Train Loss:0.00057198, Val MRR:0.04615, testrun_aa7a0f8d
2023-04-29 06:26:43,891 - testrun_aa7a0f8d - [INFO] - [E:46| 400]: Train Loss:0.00057213, Val MRR:0.04615, testrun_aa7a0f8d
2023-04-29 06:28:36,651 - testrun_aa7a0f8d - [INFO] - [E:46| 500]: Train Loss:0.00057231, Val MRR:0.04615, testrun_aa7a0f8d
2023-04-29 06:30:29,706 - testrun_aa7a0f8d - [INFO] - [E:46| 600]: Train Loss:0.00057205, Val MRR:0.04615, testrun_aa7a0f8d
2023-04-29 06:32:22,656 - testrun_aa7a0f8d - [INFO] - [E:46| 700]: Train Loss:0.00057133, Val MRR:0.04615, testrun_aa7a0f8d
2023-04-29 06:34:15,471 - testrun_aa7a0f8d - [INFO] - [E:46| 800]: Train Loss:0.00057058, Val MRR:0.04615, testrun_aa7a0f8d
2023-04-29 06:34:24,121 - testrun_aa7a0f8d - [INFO] - [Epoch:46]: Training Loss:0.0005707
2023-04-29 06:34:24,498 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 06:34:33,409 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 06:34:41,984 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 46 valid]:
MRR: Tail : 0.05815, Head : 0.03118, Avg : 0.04467
2023-04-29 06:34:41,984 - testrun_aa7a0f8d - [INFO] - [Epoch 46]: Training Loss: 0.00057066, Valid MRR: 0.04615,
2023-04-29 06:34:43,119 - testrun_aa7a0f8d - [INFO] - [E:47| 0]: Train Loss:0.00052068, Val MRR:0.04615, testrun_aa7a0f8d
2023-04-29 06:36:37,100 - testrun_aa7a0f8d - [INFO] - [E:47| 100]: Train Loss:0.00056746, Val MRR:0.04615, testrun_aa7a0f8d
2023-04-29 06:38:30,055 - testrun_aa7a0f8d - [INFO] - [E:47| 200]: Train Loss:0.00056576, Val MRR:0.04615, testrun_aa7a0f8d
2023-04-29 06:40:23,694 - testrun_aa7a0f8d - [INFO] - [E:47| 300]: Train Loss:0.00056711, Val MRR:0.04615, testrun_aa7a0f8d
2023-04-29 06:42:16,332 - testrun_aa7a0f8d - [INFO] - [E:47| 400]: Train Loss:0.00056666, Val MRR:0.04615, testrun_aa7a0f8d
2023-04-29 06:44:09,335 - testrun_aa7a0f8d - [INFO] - [E:47| 500]: Train Loss:0.00056645, Val MRR:0.04615, testrun_aa7a0f8d
2023-04-29 06:46:02,341 - testrun_aa7a0f8d - [INFO] - [E:47| 600]: Train Loss:0.00056602, Val MRR:0.04615, testrun_aa7a0f8d
2023-04-29 06:47:55,251 - testrun_aa7a0f8d - [INFO] - [E:47| 700]: Train Loss:0.00056595, Val MRR:0.04615, testrun_aa7a0f8d
2023-04-29 06:49:48,148 - testrun_aa7a0f8d - [INFO] - [E:47| 800]: Train Loss:0.00056707, Val MRR:0.04615, testrun_aa7a0f8d
2023-04-29 06:49:56,799 - testrun_aa7a0f8d - [INFO] - [Epoch:47]: Training Loss:0.0005676
2023-04-29 06:49:57,176 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 06:50:06,129 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 06:50:14,696 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 47 valid]:
MRR: Tail : 0.06122, Head : 0.03386, Avg : 0.04754
2023-04-29 06:50:16,822 - testrun_aa7a0f8d - [INFO] - [Epoch 47]: Training Loss: 0.0005676, Valid MRR: 0.04754,
2023-04-29 06:50:17,984 - testrun_aa7a0f8d - [INFO] - [E:48| 0]: Train Loss:0.00060752, Val MRR:0.04754, testrun_aa7a0f8d
2023-04-29 06:52:12,063 - testrun_aa7a0f8d - [INFO] - [E:48| 100]: Train Loss:0.00056577, Val MRR:0.04754, testrun_aa7a0f8d
2023-04-29 06:54:04,731 - testrun_aa7a0f8d - [INFO] - [E:48| 200]: Train Loss:0.00056834, Val MRR:0.04754, testrun_aa7a0f8d
2023-04-29 06:55:57,640 - testrun_aa7a0f8d - [INFO] - [E:48| 300]: Train Loss:0.00056808, Val MRR:0.04754, testrun_aa7a0f8d
2023-04-29 06:57:50,625 - testrun_aa7a0f8d - [INFO] - [E:48| 400]: Train Loss:0.00056673, Val MRR:0.04754, testrun_aa7a0f8d
2023-04-29 06:59:43,556 - testrun_aa7a0f8d - [INFO] - [E:48| 500]: Train Loss:0.00056583, Val MRR:0.04754, testrun_aa7a0f8d
2023-04-29 07:01:36,633 - testrun_aa7a0f8d - [INFO] - [E:48| 600]: Train Loss:0.00056475, Val MRR:0.04754, testrun_aa7a0f8d
2023-04-29 07:03:29,622 - testrun_aa7a0f8d - [INFO] - [E:48| 700]: Train Loss:0.00056469, Val MRR:0.04754, testrun_aa7a0f8d
2023-04-29 07:05:23,483 - testrun_aa7a0f8d - [INFO] - [E:48| 800]: Train Loss:0.0005655, Val MRR:0.04754, testrun_aa7a0f8d
2023-04-29 07:05:32,317 - testrun_aa7a0f8d - [INFO] - [Epoch:48]: Training Loss:0.0005657
2023-04-29 07:05:32,695 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 07:05:41,793 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 07:05:50,372 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 48 valid]:
MRR: Tail : 0.0658, Head : 0.0368, Avg : 0.0513
2023-04-29 07:05:52,500 - testrun_aa7a0f8d - [INFO] - [Epoch 48]: Training Loss: 0.00056572, Valid MRR: 0.0513,
2023-04-29 07:05:53,627 - testrun_aa7a0f8d - [INFO] - [E:49| 0]: Train Loss:0.00052595, Val MRR:0.0513, testrun_aa7a0f8d
2023-04-29 07:07:47,181 - testrun_aa7a0f8d - [INFO] - [E:49| 100]: Train Loss:0.00056973, Val MRR:0.0513, testrun_aa7a0f8d
2023-04-29 07:09:40,213 - testrun_aa7a0f8d - [INFO] - [E:49| 200]: Train Loss:0.00056762, Val MRR:0.0513, testrun_aa7a0f8d
2023-04-29 07:11:33,141 - testrun_aa7a0f8d - [INFO] - [E:49| 300]: Train Loss:0.00056498, Val MRR:0.0513, testrun_aa7a0f8d
2023-04-29 07:13:25,969 - testrun_aa7a0f8d - [INFO] - [E:49| 400]: Train Loss:0.0005634, Val MRR:0.0513, testrun_aa7a0f8d
2023-04-29 07:15:18,970 - testrun_aa7a0f8d - [INFO] - [E:49| 500]: Train Loss:0.00056415, Val MRR:0.0513, testrun_aa7a0f8d
2023-04-29 07:17:12,122 - testrun_aa7a0f8d - [INFO] - [E:49| 600]: Train Loss:0.00056397, Val MRR:0.0513, testrun_aa7a0f8d
2023-04-29 07:19:04,992 - testrun_aa7a0f8d - [INFO] - [E:49| 700]: Train Loss:0.00056336, Val MRR:0.0513, testrun_aa7a0f8d
2023-04-29 07:20:58,070 - testrun_aa7a0f8d - [INFO] - [E:49| 800]: Train Loss:0.00056336, Val MRR:0.0513, testrun_aa7a0f8d
2023-04-29 07:21:06,713 - testrun_aa7a0f8d - [INFO] - [Epoch:49]: Training Loss:0.0005633
2023-04-29 07:21:07,091 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 07:21:16,141 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 07:21:24,719 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 49 valid]:
MRR: Tail : 0.06883, Head : 0.03866, Avg : 0.05374
MR: Tail : 4257.7, Head : 8049.2, Avg : 6153.5
Hit-1: Tail : 0.03889, Head : 0.02076, Avg : 0.02983
Hit-3: Tail : 0.07251, Head : 0.03659, Avg : 0.05455
Hit-10: Tail : 0.12459, Head : 0.07185, Avg : 0.09822
2023-04-29 07:21:26,927 - testrun_aa7a0f8d - [INFO] - [Epoch 49]: Training Loss: 0.00056329, Valid MRR: 0.05374,
2023-04-29 07:21:28,062 - testrun_aa7a0f8d - [INFO] - [E:50| 0]: Train Loss:0.0005334, Val MRR:0.05374, testrun_aa7a0f8d
2023-04-29 07:23:21,493 - testrun_aa7a0f8d - [INFO] - [E:50| 100]: Train Loss:0.00056108, Val MRR:0.05374, testrun_aa7a0f8d
2023-04-29 07:25:14,434 - testrun_aa7a0f8d - [INFO] - [E:50| 200]: Train Loss:0.00055993, Val MRR:0.05374, testrun_aa7a0f8d
2023-04-29 07:27:07,321 - testrun_aa7a0f8d - [INFO] - [E:50| 300]: Train Loss:0.00055801, Val MRR:0.05374, testrun_aa7a0f8d
2023-04-29 07:29:00,609 - testrun_aa7a0f8d - [INFO] - [E:50| 400]: Train Loss:0.00055951, Val MRR:0.05374, testrun_aa7a0f8d
2023-04-29 07:30:53,804 - testrun_aa7a0f8d - [INFO] - [E:50| 500]: Train Loss:0.00055922, Val MRR:0.05374, testrun_aa7a0f8d
2023-04-29 07:32:46,723 - testrun_aa7a0f8d - [INFO] - [E:50| 600]: Train Loss:0.00055987, Val MRR:0.05374, testrun_aa7a0f8d
2023-04-29 07:34:39,642 - testrun_aa7a0f8d - [INFO] - [E:50| 700]: Train Loss:0.00055981, Val MRR:0.05374, testrun_aa7a0f8d
2023-04-29 07:36:32,510 - testrun_aa7a0f8d - [INFO] - [E:50| 800]: Train Loss:0.0005604, Val MRR:0.05374, testrun_aa7a0f8d
2023-04-29 07:36:41,167 - testrun_aa7a0f8d - [INFO] - [Epoch:50]: Training Loss:0.0005608
2023-04-29 07:36:41,545 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 07:36:50,505 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 07:36:59,806 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 50 valid]:
MRR: Tail : 0.0722, Head : 0.03969, Avg : 0.05595
2023-04-29 07:37:05,779 - testrun_aa7a0f8d - [INFO] - [Epoch 50]: Training Loss: 0.0005608, Valid MRR: 0.05595,
2023-04-29 07:37:06,925 - testrun_aa7a0f8d - [INFO] - [E:51| 0]: Train Loss:0.00057448, Val MRR:0.05595, testrun_aa7a0f8d
2023-04-29 07:38:59,806 - testrun_aa7a0f8d - [INFO] - [E:51| 100]: Train Loss:0.00055972, Val MRR:0.05595, testrun_aa7a0f8d
2023-04-29 07:40:53,100 - testrun_aa7a0f8d - [INFO] - [E:51| 200]: Train Loss:0.00055664, Val MRR:0.05595, testrun_aa7a0f8d
2023-04-29 07:42:46,172 - testrun_aa7a0f8d - [INFO] - [E:51| 300]: Train Loss:0.00055728, Val MRR:0.05595, testrun_aa7a0f8d
2023-04-29 07:44:39,131 - testrun_aa7a0f8d - [INFO] - [E:51| 400]: Train Loss:0.00055946, Val MRR:0.05595, testrun_aa7a0f8d
2023-04-29 07:46:31,943 - testrun_aa7a0f8d - [INFO] - [E:51| 500]: Train Loss:0.00055973, Val MRR:0.05595, testrun_aa7a0f8d
2023-04-29 07:48:24,778 - testrun_aa7a0f8d - [INFO] - [E:51| 600]: Train Loss:0.00055888, Val MRR:0.05595, testrun_aa7a0f8d
2023-04-29 07:50:17,668 - testrun_aa7a0f8d - [INFO] - [E:51| 700]: Train Loss:0.0005583, Val MRR:0.05595, testrun_aa7a0f8d
2023-04-29 07:52:11,621 - testrun_aa7a0f8d - [INFO] - [E:51| 800]: Train Loss:0.00055863, Val MRR:0.05595, testrun_aa7a0f8d
2023-04-29 07:52:20,289 - testrun_aa7a0f8d - [INFO] - [Epoch:51]: Training Loss:0.0005584
2023-04-29 07:52:20,669 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 07:52:29,659 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 07:52:38,260 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 51 valid]:
MRR: Tail : 0.07475, Head : 0.0442, Avg : 0.05947
2023-04-29 07:52:40,427 - testrun_aa7a0f8d - [INFO] - [Epoch 51]: Training Loss: 0.00055844, Valid MRR: 0.05947,
2023-04-29 07:52:41,558 - testrun_aa7a0f8d - [INFO] - [E:52| 0]: Train Loss:0.00054698, Val MRR:0.05947, testrun_aa7a0f8d
2023-04-29 07:54:35,371 - testrun_aa7a0f8d - [INFO] - [E:52| 100]: Train Loss:0.00055454, Val MRR:0.05947, testrun_aa7a0f8d
2023-04-29 07:56:28,498 - testrun_aa7a0f8d - [INFO] - [E:52| 200]: Train Loss:0.0005538, Val MRR:0.05947, testrun_aa7a0f8d
2023-04-29 07:58:21,487 - testrun_aa7a0f8d - [INFO] - [E:52| 300]: Train Loss:0.00055614, Val MRR:0.05947, testrun_aa7a0f8d
2023-04-29 08:00:14,561 - testrun_aa7a0f8d - [INFO] - [E:52| 400]: Train Loss:0.00055414, Val MRR:0.05947, testrun_aa7a0f8d
2023-04-29 08:02:07,508 - testrun_aa7a0f8d - [INFO] - [E:52| 500]: Train Loss:0.00055499, Val MRR:0.05947, testrun_aa7a0f8d
2023-04-29 08:04:00,281 - testrun_aa7a0f8d - [INFO] - [E:52| 600]: Train Loss:0.00055542, Val MRR:0.05947, testrun_aa7a0f8d
2023-04-29 08:05:52,971 - testrun_aa7a0f8d - [INFO] - [E:52| 700]: Train Loss:0.00055545, Val MRR:0.05947, testrun_aa7a0f8d
2023-04-29 08:07:47,219 - testrun_aa7a0f8d - [INFO] - [E:52| 800]: Train Loss:0.00055604, Val MRR:0.05947, testrun_aa7a0f8d
2023-04-29 08:07:55,861 - testrun_aa7a0f8d - [INFO] - [Epoch:52]: Training Loss:0.0005558
2023-04-29 08:07:56,239 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 08:08:05,206 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 08:08:13,779 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 52 valid]:
MRR: Tail : 0.07779, Head : 0.04844, Avg : 0.06312
2023-04-29 08:08:16,181 - testrun_aa7a0f8d - [INFO] - [Epoch 52]: Training Loss: 0.00055576, Valid MRR: 0.06312,
2023-04-29 08:08:17,330 - testrun_aa7a0f8d - [INFO] - [E:53| 0]: Train Loss:0.0005492, Val MRR:0.06312, testrun_aa7a0f8d
2023-04-29 08:10:10,392 - testrun_aa7a0f8d - [INFO] - [E:53| 100]: Train Loss:0.00055155, Val MRR:0.06312, testrun_aa7a0f8d
2023-04-29 08:12:03,254 - testrun_aa7a0f8d - [INFO] - [E:53| 200]: Train Loss:0.00054734, Val MRR:0.06312, testrun_aa7a0f8d
2023-04-29 08:13:55,922 - testrun_aa7a0f8d - [INFO] - [E:53| 300]: Train Loss:0.00055169, Val MRR:0.06312, testrun_aa7a0f8d
2023-04-29 08:15:48,902 - testrun_aa7a0f8d - [INFO] - [E:53| 400]: Train Loss:0.00055136, Val MRR:0.06312, testrun_aa7a0f8d
2023-04-29 08:17:41,792 - testrun_aa7a0f8d - [INFO] - [E:53| 500]: Train Loss:0.00055231, Val MRR:0.06312, testrun_aa7a0f8d
2023-04-29 08:19:35,054 - testrun_aa7a0f8d - [INFO] - [E:53| 600]: Train Loss:0.00055459, Val MRR:0.06312, testrun_aa7a0f8d
2023-04-29 08:21:28,054 - testrun_aa7a0f8d - [INFO] - [E:53| 700]: Train Loss:0.00055422, Val MRR:0.06312, testrun_aa7a0f8d
2023-04-29 08:23:21,926 - testrun_aa7a0f8d - [INFO] - [E:53| 800]: Train Loss:0.00055367, Val MRR:0.06312, testrun_aa7a0f8d
2023-04-29 08:23:30,593 - testrun_aa7a0f8d - [INFO] - [Epoch:53]: Training Loss:0.0005537
2023-04-29 08:23:30,972 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 08:23:39,969 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 08:23:48,637 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 53 valid]:
MRR: Tail : 0.0815, Head : 0.0497, Avg : 0.0656
2023-04-29 08:23:50,863 - testrun_aa7a0f8d - [INFO] - [Epoch 53]: Training Loss: 0.00055366, Valid MRR: 0.0656,
2023-04-29 08:23:51,995 - testrun_aa7a0f8d - [INFO] - [E:54| 0]: Train Loss:0.00055051, Val MRR:0.0656, testrun_aa7a0f8d
2023-04-29 08:25:45,038 - testrun_aa7a0f8d - [INFO] - [E:54| 100]: Train Loss:0.00054418, Val MRR:0.0656, testrun_aa7a0f8d
2023-04-29 08:27:37,828 - testrun_aa7a0f8d - [INFO] - [E:54| 200]: Train Loss:0.00055251, Val MRR:0.0656, testrun_aa7a0f8d
2023-04-29 08:29:30,766 - testrun_aa7a0f8d - [INFO] - [E:54| 300]: Train Loss:0.00055174, Val MRR:0.0656, testrun_aa7a0f8d
2023-04-29 08:31:23,657 - testrun_aa7a0f8d - [INFO] - [E:54| 400]: Train Loss:0.00054998, Val MRR:0.0656, testrun_aa7a0f8d
2023-04-29 08:33:16,575 - testrun_aa7a0f8d - [INFO] - [E:54| 500]: Train Loss:0.00054984, Val MRR:0.0656, testrun_aa7a0f8d
2023-04-29 08:35:09,300 - testrun_aa7a0f8d - [INFO] - [E:54| 600]: Train Loss:0.00054976, Val MRR:0.0656, testrun_aa7a0f8d
2023-04-29 08:37:02,422 - testrun_aa7a0f8d - [INFO] - [E:54| 700]: Train Loss:0.00055001, Val MRR:0.0656, testrun_aa7a0f8d
2023-04-29 08:38:55,047 - testrun_aa7a0f8d - [INFO] - [E:54| 800]: Train Loss:0.00055113, Val MRR:0.0656, testrun_aa7a0f8d
2023-04-29 08:39:03,794 - testrun_aa7a0f8d - [INFO] - [Epoch:54]: Training Loss:0.0005512
2023-04-29 08:39:04,172 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 08:39:13,145 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 08:39:21,723 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 54 valid]:
MRR: Tail : 0.08243, Head : 0.051, Avg : 0.06671
2023-04-29 08:39:23,978 - testrun_aa7a0f8d - [INFO] - [Epoch 54]: Training Loss: 0.00055121, Valid MRR: 0.06671,
2023-04-29 08:39:25,113 - testrun_aa7a0f8d - [INFO] - [E:55| 0]: Train Loss:0.00053214, Val MRR:0.06671, testrun_aa7a0f8d
2023-04-29 08:41:18,174 - testrun_aa7a0f8d - [INFO] - [E:55| 100]: Train Loss:0.00055167, Val MRR:0.06671, testrun_aa7a0f8d
2023-04-29 08:43:11,003 - testrun_aa7a0f8d - [INFO] - [E:55| 200]: Train Loss:0.00055329, Val MRR:0.06671, testrun_aa7a0f8d
2023-04-29 08:45:03,902 - testrun_aa7a0f8d - [INFO] - [E:55| 300]: Train Loss:0.00055056, Val MRR:0.06671, testrun_aa7a0f8d
2023-04-29 08:46:57,015 - testrun_aa7a0f8d - [INFO] - [E:55| 400]: Train Loss:0.00054878, Val MRR:0.06671, testrun_aa7a0f8d
2023-04-29 08:48:49,943 - testrun_aa7a0f8d - [INFO] - [E:55| 500]: Train Loss:0.00054841, Val MRR:0.06671, testrun_aa7a0f8d
2023-04-29 08:50:43,287 - testrun_aa7a0f8d - [INFO] - [E:55| 600]: Train Loss:0.00054828, Val MRR:0.06671, testrun_aa7a0f8d
2023-04-29 08:52:36,810 - testrun_aa7a0f8d - [INFO] - [E:55| 700]: Train Loss:0.00054816, Val MRR:0.06671, testrun_aa7a0f8d
2023-04-29 08:54:29,732 - testrun_aa7a0f8d - [INFO] - [E:55| 800]: Train Loss:0.00054909, Val MRR:0.06671, testrun_aa7a0f8d
2023-04-29 08:54:38,385 - testrun_aa7a0f8d - [INFO] - [Epoch:55]: Training Loss:0.0005491
2023-04-29 08:54:38,765 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 08:54:47,705 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 08:54:56,275 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 55 valid]:
MRR: Tail : 0.09054, Head : 0.0552, Avg : 0.07287
2023-04-29 08:54:58,536 - testrun_aa7a0f8d - [INFO] - [Epoch 55]: Training Loss: 0.00054913, Valid MRR: 0.07287,
2023-04-29 08:54:59,666 - testrun_aa7a0f8d - [INFO] - [E:56| 0]: Train Loss:0.00049958, Val MRR:0.07287, testrun_aa7a0f8d
2023-04-29 08:56:52,510 - testrun_aa7a0f8d - [INFO] - [E:56| 100]: Train Loss:0.00054108, Val MRR:0.07287, testrun_aa7a0f8d
2023-04-29 08:58:45,207 - testrun_aa7a0f8d - [INFO] - [E:56| 200]: Train Loss:0.00054354, Val MRR:0.07287, testrun_aa7a0f8d
2023-04-29 09:00:37,767 - testrun_aa7a0f8d - [INFO] - [E:56| 300]: Train Loss:0.00054601, Val MRR:0.07287, testrun_aa7a0f8d
2023-04-29 09:02:30,177 - testrun_aa7a0f8d - [INFO] - [E:56| 400]: Train Loss:0.00054663, Val MRR:0.07287, testrun_aa7a0f8d
2023-04-29 09:04:22,428 - testrun_aa7a0f8d - [INFO] - [E:56| 500]: Train Loss:0.00054687, Val MRR:0.07287, testrun_aa7a0f8d
2023-04-29 09:06:14,638 - testrun_aa7a0f8d - [INFO] - [E:56| 600]: Train Loss:0.00054623, Val MRR:0.07287, testrun_aa7a0f8d
2023-04-29 09:08:07,677 - testrun_aa7a0f8d - [INFO] - [E:56| 700]: Train Loss:0.00054576, Val MRR:0.07287, testrun_aa7a0f8d
2023-04-29 09:10:01,745 - testrun_aa7a0f8d - [INFO] - [E:56| 800]: Train Loss:0.00054599, Val MRR:0.07287, testrun_aa7a0f8d
2023-04-29 09:10:10,386 - testrun_aa7a0f8d - [INFO] - [Epoch:56]: Training Loss:0.0005463
2023-04-29 09:10:10,763 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 09:10:19,684 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 09:10:28,249 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 56 valid]:
MRR: Tail : 0.09299, Head : 0.05972, Avg : 0.07636
2023-04-29 09:10:32,112 - testrun_aa7a0f8d - [INFO] - [Epoch 56]: Training Loss: 0.0005463, Valid MRR: 0.07636,
2023-04-29 09:10:33,249 - testrun_aa7a0f8d - [INFO] - [E:57| 0]: Train Loss:0.00051254, Val MRR:0.07636, testrun_aa7a0f8d
2023-04-29 09:12:26,860 - testrun_aa7a0f8d - [INFO] - [E:57| 100]: Train Loss:0.00053253, Val MRR:0.07636, testrun_aa7a0f8d
2023-04-29 09:14:20,284 - testrun_aa7a0f8d - [INFO] - [E:57| 200]: Train Loss:0.00053755, Val MRR:0.07636, testrun_aa7a0f8d
2023-04-29 09:16:13,573 - testrun_aa7a0f8d - [INFO] - [E:57| 300]: Train Loss:0.00054027, Val MRR:0.07636, testrun_aa7a0f8d
2023-04-29 09:18:07,859 - testrun_aa7a0f8d - [INFO] - [E:57| 400]: Train Loss:0.00054087, Val MRR:0.07636, testrun_aa7a0f8d
2023-04-29 09:20:08,530 - testrun_aa7a0f8d - [INFO] - [E:57| 500]: Train Loss:0.0005444, Val MRR:0.07636, testrun_aa7a0f8d
2023-04-29 09:22:07,969 - testrun_aa7a0f8d - [INFO] - [E:57| 600]: Train Loss:0.00054476, Val MRR:0.07636, testrun_aa7a0f8d
2023-04-29 09:24:01,154 - testrun_aa7a0f8d - [INFO] - [E:57| 700]: Train Loss:0.00054483, Val MRR:0.07636, testrun_aa7a0f8d
2023-04-29 09:26:02,132 - testrun_aa7a0f8d - [INFO] - [E:57| 800]: Train Loss:0.00054425, Val MRR:0.07636, testrun_aa7a0f8d
2023-04-29 09:26:11,100 - testrun_aa7a0f8d - [INFO] - [Epoch:57]: Training Loss:0.0005441
2023-04-29 09:26:11,627 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 09:26:23,033 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 09:26:31,597 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 57 valid]:
MRR: Tail : 0.09665, Head : 0.06155, Avg : 0.0791
2023-04-29 09:26:35,952 - testrun_aa7a0f8d - [INFO] - [Epoch 57]: Training Loss: 0.00054408, Valid MRR: 0.0791,
2023-04-29 09:26:37,092 - testrun_aa7a0f8d - [INFO] - [E:58| 0]: Train Loss:0.0005214, Val MRR:0.0791, testrun_aa7a0f8d
2023-04-29 09:28:33,507 - testrun_aa7a0f8d - [INFO] - [E:58| 100]: Train Loss:0.00053518, Val MRR:0.0791, testrun_aa7a0f8d
2023-04-29 09:30:26,932 - testrun_aa7a0f8d - [INFO] - [E:58| 200]: Train Loss:0.00053875, Val MRR:0.0791, testrun_aa7a0f8d
2023-04-29 09:32:19,584 - testrun_aa7a0f8d - [INFO] - [E:58| 300]: Train Loss:0.00053918, Val MRR:0.0791, testrun_aa7a0f8d
2023-04-29 09:34:12,332 - testrun_aa7a0f8d - [INFO] - [E:58| 400]: Train Loss:0.0005405, Val MRR:0.0791, testrun_aa7a0f8d
2023-04-29 09:36:05,424 - testrun_aa7a0f8d - [INFO] - [E:58| 500]: Train Loss:0.00054039, Val MRR:0.0791, testrun_aa7a0f8d
2023-04-29 09:37:58,860 - testrun_aa7a0f8d - [INFO] - [E:58| 600]: Train Loss:0.00054021, Val MRR:0.0791, testrun_aa7a0f8d
2023-04-29 09:39:51,984 - testrun_aa7a0f8d - [INFO] - [E:58| 700]: Train Loss:0.00054131, Val MRR:0.0791, testrun_aa7a0f8d
2023-04-29 09:41:48,920 - testrun_aa7a0f8d - [INFO] - [E:58| 800]: Train Loss:0.00054148, Val MRR:0.0791, testrun_aa7a0f8d
2023-04-29 09:41:57,730 - testrun_aa7a0f8d - [INFO] - [Epoch:58]: Training Loss:0.0005415
2023-04-29 09:41:58,107 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 09:42:07,093 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 09:42:15,695 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 58 valid]:
MRR: Tail : 0.09984, Head : 0.06444, Avg : 0.08214
2023-04-29 09:42:17,941 - testrun_aa7a0f8d - [INFO] - [Epoch 58]: Training Loss: 0.00054154, Valid MRR: 0.08214,
2023-04-29 09:42:19,070 - testrun_aa7a0f8d - [INFO] - [E:59| 0]: Train Loss:0.00050131, Val MRR:0.08214, testrun_aa7a0f8d
2023-04-29 09:44:14,579 - testrun_aa7a0f8d - [INFO] - [E:59| 100]: Train Loss:0.00054255, Val MRR:0.08214, testrun_aa7a0f8d
2023-04-29 09:46:08,758 - testrun_aa7a0f8d - [INFO] - [E:59| 200]: Train Loss:0.00054327, Val MRR:0.08214, testrun_aa7a0f8d
2023-04-29 09:48:03,245 - testrun_aa7a0f8d - [INFO] - [E:59| 300]: Train Loss:0.00054159, Val MRR:0.08214, testrun_aa7a0f8d
2023-04-29 09:49:58,397 - testrun_aa7a0f8d - [INFO] - [E:59| 400]: Train Loss:0.00054009, Val MRR:0.08214, testrun_aa7a0f8d
2023-04-29 09:51:51,776 - testrun_aa7a0f8d - [INFO] - [E:59| 500]: Train Loss:0.00053956, Val MRR:0.08214, testrun_aa7a0f8d
2023-04-29 09:53:44,940 - testrun_aa7a0f8d - [INFO] - [E:59| 600]: Train Loss:0.00053851, Val MRR:0.08214, testrun_aa7a0f8d
2023-04-29 09:55:39,275 - testrun_aa7a0f8d - [INFO] - [E:59| 700]: Train Loss:0.00053836, Val MRR:0.08214, testrun_aa7a0f8d
2023-04-29 09:57:36,160 - testrun_aa7a0f8d - [INFO] - [E:59| 800]: Train Loss:0.00053873, Val MRR:0.08214, testrun_aa7a0f8d
2023-04-29 09:57:45,192 - testrun_aa7a0f8d - [INFO] - [Epoch:59]: Training Loss:0.0005389
2023-04-29 09:57:45,568 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 09:57:54,624 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 09:58:03,182 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 59 valid]:
MRR: Tail : 0.10282, Head : 0.06829, Avg : 0.08556
MR: Tail : 3755.3, Head : 7311.4, Avg : 5533.3
Hit-1: Tail : 0.06856, Head : 0.0412, Avg : 0.05488
Hit-3: Tail : 0.10778, Head : 0.07185, Avg : 0.08982
Hit-10: Tail : 0.17007, Head : 0.11931, Avg : 0.14469
2023-04-29 09:58:05,332 - testrun_aa7a0f8d - [INFO] - [Epoch 59]: Training Loss: 0.00053886, Valid MRR: 0.08556,
2023-04-29 09:58:06,463 - testrun_aa7a0f8d - [INFO] - [E:60| 0]: Train Loss:0.000499, Val MRR:0.08556, testrun_aa7a0f8d
2023-04-29 09:59:59,809 - testrun_aa7a0f8d - [INFO] - [E:60| 100]: Train Loss:0.00053394, Val MRR:0.08556, testrun_aa7a0f8d
2023-04-29 10:01:57,614 - testrun_aa7a0f8d - [INFO] - [E:60| 200]: Train Loss:0.00053379, Val MRR:0.08556, testrun_aa7a0f8d
2023-04-29 10:03:51,610 - testrun_aa7a0f8d - [INFO] - [E:60| 300]: Train Loss:0.00053391, Val MRR:0.08556, testrun_aa7a0f8d
2023-04-29 10:05:44,812 - testrun_aa7a0f8d - [INFO] - [E:60| 400]: Train Loss:0.0005327, Val MRR:0.08556, testrun_aa7a0f8d
2023-04-29 10:07:37,815 - testrun_aa7a0f8d - [INFO] - [E:60| 500]: Train Loss:0.00053422, Val MRR:0.08556, testrun_aa7a0f8d
2023-04-29 10:09:31,094 - testrun_aa7a0f8d - [INFO] - [E:60| 600]: Train Loss:0.0005349, Val MRR:0.08556, testrun_aa7a0f8d
2023-04-29 10:11:25,211 - testrun_aa7a0f8d - [INFO] - [E:60| 700]: Train Loss:0.00053588, Val MRR:0.08556, testrun_aa7a0f8d
2023-04-29 10:13:21,409 - testrun_aa7a0f8d - [INFO] - [E:60| 800]: Train Loss:0.00053685, Val MRR:0.08556, testrun_aa7a0f8d
2023-04-29 10:13:30,033 - testrun_aa7a0f8d - [INFO] - [Epoch:60]: Training Loss:0.0005369
2023-04-29 10:13:30,411 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 10:13:39,316 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 10:13:47,876 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 60 valid]:
MRR: Tail : 0.10428, Head : 0.07434, Avg : 0.08931
2023-04-29 10:13:50,027 - testrun_aa7a0f8d - [INFO] - [Epoch 60]: Training Loss: 0.00053686, Valid MRR: 0.08931,
2023-04-29 10:13:51,156 - testrun_aa7a0f8d - [INFO] - [E:61| 0]: Train Loss:0.00052284, Val MRR:0.08931, testrun_aa7a0f8d
2023-04-29 10:15:44,188 - testrun_aa7a0f8d - [INFO] - [E:61| 100]: Train Loss:0.00053992, Val MRR:0.08931, testrun_aa7a0f8d
2023-04-29 10:17:40,130 - testrun_aa7a0f8d - [INFO] - [E:61| 200]: Train Loss:0.00054024, Val MRR:0.08931, testrun_aa7a0f8d
2023-04-29 10:19:34,384 - testrun_aa7a0f8d - [INFO] - [E:61| 300]: Train Loss:0.00053733, Val MRR:0.08931, testrun_aa7a0f8d
2023-04-29 10:21:30,133 - testrun_aa7a0f8d - [INFO] - [E:61| 400]: Train Loss:0.00053488, Val MRR:0.08931, testrun_aa7a0f8d
2023-04-29 10:23:24,293 - testrun_aa7a0f8d - [INFO] - [E:61| 500]: Train Loss:0.000535, Val MRR:0.08931, testrun_aa7a0f8d
2023-04-29 10:25:19,483 - testrun_aa7a0f8d - [INFO] - [E:61| 600]: Train Loss:0.00053453, Val MRR:0.08931, testrun_aa7a0f8d
2023-04-29 10:27:13,101 - testrun_aa7a0f8d - [INFO] - [E:61| 700]: Train Loss:0.00053464, Val MRR:0.08931, testrun_aa7a0f8d
2023-04-29 10:29:09,823 - testrun_aa7a0f8d - [INFO] - [E:61| 800]: Train Loss:0.00053419, Val MRR:0.08931, testrun_aa7a0f8d
2023-04-29 10:29:18,508 - testrun_aa7a0f8d - [INFO] - [Epoch:61]: Training Loss:0.0005341
2023-04-29 10:29:18,885 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 10:29:27,924 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 10:29:36,515 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 61 valid]:
MRR: Tail : 0.10976, Head : 0.07796, Avg : 0.09386
2023-04-29 10:29:38,792 - testrun_aa7a0f8d - [INFO] - [Epoch 61]: Training Loss: 0.00053409, Valid MRR: 0.09386,
2023-04-29 10:29:39,924 - testrun_aa7a0f8d - [INFO] - [E:62| 0]: Train Loss:0.00053577, Val MRR:0.09386, testrun_aa7a0f8d
2023-04-29 10:31:34,832 - testrun_aa7a0f8d - [INFO] - [E:62| 100]: Train Loss:0.00052457, Val MRR:0.09386, testrun_aa7a0f8d
2023-04-29 10:33:28,945 - testrun_aa7a0f8d - [INFO] - [E:62| 200]: Train Loss:0.00052764, Val MRR:0.09386, testrun_aa7a0f8d
2023-04-29 10:35:25,546 - testrun_aa7a0f8d - [INFO] - [E:62| 300]: Train Loss:0.00053093, Val MRR:0.09386, testrun_aa7a0f8d
2023-04-29 10:37:19,387 - testrun_aa7a0f8d - [INFO] - [E:62| 400]: Train Loss:0.00053133, Val MRR:0.09386, testrun_aa7a0f8d
2023-04-29 10:39:12,975 - testrun_aa7a0f8d - [INFO] - [E:62| 500]: Train Loss:0.00053061, Val MRR:0.09386, testrun_aa7a0f8d
2023-04-29 10:41:05,920 - testrun_aa7a0f8d - [INFO] - [E:62| 600]: Train Loss:0.00053061, Val MRR:0.09386, testrun_aa7a0f8d
2023-04-29 10:43:02,895 - testrun_aa7a0f8d - [INFO] - [E:62| 700]: Train Loss:0.00053049, Val MRR:0.09386, testrun_aa7a0f8d
2023-04-29 10:44:55,844 - testrun_aa7a0f8d - [INFO] - [E:62| 800]: Train Loss:0.00053122, Val MRR:0.09386, testrun_aa7a0f8d
2023-04-29 10:45:04,483 - testrun_aa7a0f8d - [INFO] - [Epoch:62]: Training Loss:0.0005313
2023-04-29 10:45:04,861 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 10:45:13,759 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 10:45:22,321 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 62 valid]:
MRR: Tail : 0.11702, Head : 0.08338, Avg : 0.1002
2023-04-29 10:45:24,525 - testrun_aa7a0f8d - [INFO] - [Epoch 62]: Training Loss: 0.00053127, Valid MRR: 0.1002,
2023-04-29 10:45:25,657 - testrun_aa7a0f8d - [INFO] - [E:63| 0]: Train Loss:0.00050024, Val MRR:0.1002, testrun_aa7a0f8d
2023-04-29 10:47:18,850 - testrun_aa7a0f8d - [INFO] - [E:63| 100]: Train Loss:0.00052087, Val MRR:0.1002, testrun_aa7a0f8d
2023-04-29 10:49:12,180 - testrun_aa7a0f8d - [INFO] - [E:63| 200]: Train Loss:0.00052669, Val MRR:0.1002, testrun_aa7a0f8d
2023-04-29 10:51:05,953 - testrun_aa7a0f8d - [INFO] - [E:63| 300]: Train Loss:0.00052575, Val MRR:0.1002, testrun_aa7a0f8d
2023-04-29 10:53:01,813 - testrun_aa7a0f8d - [INFO] - [E:63| 400]: Train Loss:0.00052655, Val MRR:0.1002, testrun_aa7a0f8d
2023-04-29 10:54:55,693 - testrun_aa7a0f8d - [INFO] - [E:63| 500]: Train Loss:0.00052677, Val MRR:0.1002, testrun_aa7a0f8d
2023-04-29 10:56:48,985 - testrun_aa7a0f8d - [INFO] - [E:63| 600]: Train Loss:0.00052676, Val MRR:0.1002, testrun_aa7a0f8d
2023-04-29 10:58:45,308 - testrun_aa7a0f8d - [INFO] - [E:63| 700]: Train Loss:0.00052851, Val MRR:0.1002, testrun_aa7a0f8d
2023-04-29 11:00:38,578 - testrun_aa7a0f8d - [INFO] - [E:63| 800]: Train Loss:0.00052897, Val MRR:0.1002, testrun_aa7a0f8d
2023-04-29 11:00:47,267 - testrun_aa7a0f8d - [INFO] - [Epoch:63]: Training Loss:0.000529
2023-04-29 11:00:47,645 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 11:00:56,585 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 11:01:05,155 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 63 valid]:
MRR: Tail : 0.12121, Head : 0.0864, Avg : 0.1038
2023-04-29 11:01:07,285 - testrun_aa7a0f8d - [INFO] - [Epoch 63]: Training Loss: 0.00052901, Valid MRR: 0.1038,
2023-04-29 11:01:08,415 - testrun_aa7a0f8d - [INFO] - [E:64| 0]: Train Loss:0.00048739, Val MRR:0.1038, testrun_aa7a0f8d
2023-04-29 11:03:01,637 - testrun_aa7a0f8d - [INFO] - [E:64| 100]: Train Loss:0.00052077, Val MRR:0.1038, testrun_aa7a0f8d
2023-04-29 11:04:55,962 - testrun_aa7a0f8d - [INFO] - [E:64| 200]: Train Loss:0.00052696, Val MRR:0.1038, testrun_aa7a0f8d
2023-04-29 11:06:48,906 - testrun_aa7a0f8d - [INFO] - [E:64| 300]: Train Loss:0.00052764, Val MRR:0.1038, testrun_aa7a0f8d
2023-04-29 11:08:43,328 - testrun_aa7a0f8d - [INFO] - [E:64| 400]: Train Loss:0.00052672, Val MRR:0.1038, testrun_aa7a0f8d
2023-04-29 11:10:37,686 - testrun_aa7a0f8d - [INFO] - [E:64| 500]: Train Loss:0.00052655, Val MRR:0.1038, testrun_aa7a0f8d
2023-04-29 11:12:30,492 - testrun_aa7a0f8d - [INFO] - [E:64| 600]: Train Loss:0.00052639, Val MRR:0.1038, testrun_aa7a0f8d
2023-04-29 11:14:28,347 - testrun_aa7a0f8d - [INFO] - [E:64| 700]: Train Loss:0.00052666, Val MRR:0.1038, testrun_aa7a0f8d
2023-04-29 11:16:21,202 - testrun_aa7a0f8d - [INFO] - [E:64| 800]: Train Loss:0.00052621, Val MRR:0.1038, testrun_aa7a0f8d
2023-04-29 11:16:29,877 - testrun_aa7a0f8d - [INFO] - [Epoch:64]: Training Loss:0.0005262
2023-04-29 11:16:30,253 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 11:16:39,159 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 11:16:48,015 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 64 valid]:
MRR: Tail : 0.12652, Head : 0.09451, Avg : 0.11051
2023-04-29 11:16:50,151 - testrun_aa7a0f8d - [INFO] - [Epoch 64]: Training Loss: 0.00052622, Valid MRR: 0.11051,
2023-04-29 11:16:51,288 - testrun_aa7a0f8d - [INFO] - [E:65| 0]: Train Loss:0.00051828, Val MRR:0.11051, testrun_aa7a0f8d
2023-04-29 11:18:44,542 - testrun_aa7a0f8d - [INFO] - [E:65| 100]: Train Loss:0.0005187, Val MRR:0.11051, testrun_aa7a0f8d
2023-04-29 11:20:38,031 - testrun_aa7a0f8d - [INFO] - [E:65| 200]: Train Loss:0.00052397, Val MRR:0.11051, testrun_aa7a0f8d
2023-04-29 11:22:32,018 - testrun_aa7a0f8d - [INFO] - [E:65| 300]: Train Loss:0.00052148, Val MRR:0.11051, testrun_aa7a0f8d
2023-04-29 11:24:25,103 - testrun_aa7a0f8d - [INFO] - [E:65| 400]: Train Loss:0.00052181, Val MRR:0.11051, testrun_aa7a0f8d
2023-04-29 11:26:20,238 - testrun_aa7a0f8d - [INFO] - [E:65| 500]: Train Loss:0.00052319, Val MRR:0.11051, testrun_aa7a0f8d
2023-04-29 11:28:12,853 - testrun_aa7a0f8d - [INFO] - [E:65| 600]: Train Loss:0.00052317, Val MRR:0.11051, testrun_aa7a0f8d
2023-04-29 11:30:08,413 - testrun_aa7a0f8d - [INFO] - [E:65| 700]: Train Loss:0.00052367, Val MRR:0.11051, testrun_aa7a0f8d
2023-04-29 11:32:01,642 - testrun_aa7a0f8d - [INFO] - [E:65| 800]: Train Loss:0.00052358, Val MRR:0.11051, testrun_aa7a0f8d
2023-04-29 11:32:10,473 - testrun_aa7a0f8d - [INFO] - [Epoch:65]: Training Loss:0.0005235
2023-04-29 11:32:10,852 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 11:32:19,820 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 11:32:28,498 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 65 valid]:
MRR: Tail : 0.13294, Head : 0.0992, Avg : 0.11607
2023-04-29 11:32:30,597 - testrun_aa7a0f8d - [INFO] - [Epoch 65]: Training Loss: 0.0005235, Valid MRR: 0.11607,
2023-04-29 11:32:31,724 - testrun_aa7a0f8d - [INFO] - [E:66| 0]: Train Loss:0.00050117, Val MRR:0.11607, testrun_aa7a0f8d
2023-04-29 11:34:25,576 - testrun_aa7a0f8d - [INFO] - [E:66| 100]: Train Loss:0.00052808, Val MRR:0.11607, testrun_aa7a0f8d
2023-04-29 11:36:20,689 - testrun_aa7a0f8d - [INFO] - [E:66| 200]: Train Loss:0.00052425, Val MRR:0.11607, testrun_aa7a0f8d
2023-04-29 11:38:14,048 - testrun_aa7a0f8d - [INFO] - [E:66| 300]: Train Loss:0.00052163, Val MRR:0.11607, testrun_aa7a0f8d
2023-04-29 11:40:09,924 - testrun_aa7a0f8d - [INFO] - [E:66| 400]: Train Loss:0.00051991, Val MRR:0.11607, testrun_aa7a0f8d
2023-04-29 11:42:03,089 - testrun_aa7a0f8d - [INFO] - [E:66| 500]: Train Loss:0.00051909, Val MRR:0.11607, testrun_aa7a0f8d
2023-04-29 11:43:59,235 - testrun_aa7a0f8d - [INFO] - [E:66| 600]: Train Loss:0.0005197, Val MRR:0.11607, testrun_aa7a0f8d
2023-04-29 11:45:54,181 - testrun_aa7a0f8d - [INFO] - [E:66| 700]: Train Loss:0.00052017, Val MRR:0.11607, testrun_aa7a0f8d
2023-04-29 11:47:47,867 - testrun_aa7a0f8d - [INFO] - [E:66| 800]: Train Loss:0.00052036, Val MRR:0.11607, testrun_aa7a0f8d
2023-04-29 11:47:56,530 - testrun_aa7a0f8d - [INFO] - [Epoch:66]: Training Loss:0.0005205
2023-04-29 11:47:56,908 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 11:48:05,825 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 11:48:14,374 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 66 valid]:
MRR: Tail : 0.13407, Head : 0.10167, Avg : 0.11787
2023-04-29 11:48:16,537 - testrun_aa7a0f8d - [INFO] - [Epoch 66]: Training Loss: 0.00052048, Valid MRR: 0.11787,
2023-04-29 11:48:17,665 - testrun_aa7a0f8d - [INFO] - [E:67| 0]: Train Loss:0.0004998, Val MRR:0.11787, testrun_aa7a0f8d
2023-04-29 11:50:10,659 - testrun_aa7a0f8d - [INFO] - [E:67| 100]: Train Loss:0.0005149, Val MRR:0.11787, testrun_aa7a0f8d
2023-04-29 11:52:03,491 - testrun_aa7a0f8d - [INFO] - [E:67| 200]: Train Loss:0.00051989, Val MRR:0.11787, testrun_aa7a0f8d
2023-04-29 11:53:57,442 - testrun_aa7a0f8d - [INFO] - [E:67| 300]: Train Loss:0.00051772, Val MRR:0.11787, testrun_aa7a0f8d
2023-04-29 11:55:51,321 - testrun_aa7a0f8d - [INFO] - [E:67| 400]: Train Loss:0.00051719, Val MRR:0.11787, testrun_aa7a0f8d
2023-04-29 11:57:45,744 - testrun_aa7a0f8d - [INFO] - [E:67| 500]: Train Loss:0.00051646, Val MRR:0.11787, testrun_aa7a0f8d
2023-04-29 11:59:41,348 - testrun_aa7a0f8d - [INFO] - [E:67| 600]: Train Loss:0.0005166, Val MRR:0.11787, testrun_aa7a0f8d
2023-04-29 12:01:37,043 - testrun_aa7a0f8d - [INFO] - [E:67| 700]: Train Loss:0.00051652, Val MRR:0.11787, testrun_aa7a0f8d
2023-04-29 12:03:31,279 - testrun_aa7a0f8d - [INFO] - [E:67| 800]: Train Loss:0.00051717, Val MRR:0.11787, testrun_aa7a0f8d
2023-04-29 12:03:39,979 - testrun_aa7a0f8d - [INFO] - [Epoch:67]: Training Loss:0.0005174
2023-04-29 12:03:40,356 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 12:03:49,283 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 12:03:57,827 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 67 valid]:
MRR: Tail : 0.14296, Head : 0.10861, Avg : 0.12579
2023-04-29 12:03:59,969 - testrun_aa7a0f8d - [INFO] - [Epoch 67]: Training Loss: 0.00051738, Valid MRR: 0.12579,
2023-04-29 12:04:01,099 - testrun_aa7a0f8d - [INFO] - [E:68| 0]: Train Loss:0.00055876, Val MRR:0.12579, testrun_aa7a0f8d
2023-04-29 12:05:54,505 - testrun_aa7a0f8d - [INFO] - [E:68| 100]: Train Loss:0.00051791, Val MRR:0.12579, testrun_aa7a0f8d
2023-04-29 12:07:48,848 - testrun_aa7a0f8d - [INFO] - [E:68| 200]: Train Loss:0.00051671, Val MRR:0.12579, testrun_aa7a0f8d
2023-04-29 12:09:42,436 - testrun_aa7a0f8d - [INFO] - [E:68| 300]: Train Loss:0.00051743, Val MRR:0.12579, testrun_aa7a0f8d
2023-04-29 12:11:36,182 - testrun_aa7a0f8d - [INFO] - [E:68| 400]: Train Loss:0.00051715, Val MRR:0.12579, testrun_aa7a0f8d
2023-04-29 12:13:29,986 - testrun_aa7a0f8d - [INFO] - [E:68| 500]: Train Loss:0.00051665, Val MRR:0.12579, testrun_aa7a0f8d
2023-04-29 12:15:27,261 - testrun_aa7a0f8d - [INFO] - [E:68| 600]: Train Loss:0.00051511, Val MRR:0.12579, testrun_aa7a0f8d
2023-04-29 12:17:24,858 - testrun_aa7a0f8d - [INFO] - [E:68| 700]: Train Loss:0.0005149, Val MRR:0.12579, testrun_aa7a0f8d
2023-04-29 12:19:17,807 - testrun_aa7a0f8d - [INFO] - [E:68| 800]: Train Loss:0.00051478, Val MRR:0.12579, testrun_aa7a0f8d
2023-04-29 12:19:26,507 - testrun_aa7a0f8d - [INFO] - [Epoch:68]: Training Loss:0.0005148
2023-04-29 12:19:26,891 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 12:19:35,824 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 12:19:44,391 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 68 valid]:
MRR: Tail : 0.14631, Head : 0.11359, Avg : 0.12995
2023-04-29 12:19:46,556 - testrun_aa7a0f8d - [INFO] - [Epoch 68]: Training Loss: 0.00051479, Valid MRR: 0.12995,
2023-04-29 12:19:47,686 - testrun_aa7a0f8d - [INFO] - [E:69| 0]: Train Loss:0.00047914, Val MRR:0.12995, testrun_aa7a0f8d
2023-04-29 12:21:41,499 - testrun_aa7a0f8d - [INFO] - [E:69| 100]: Train Loss:0.00051519, Val MRR:0.12995, testrun_aa7a0f8d
2023-04-29 12:23:34,539 - testrun_aa7a0f8d - [INFO] - [E:69| 200]: Train Loss:0.00051557, Val MRR:0.12995, testrun_aa7a0f8d
2023-04-29 12:25:28,252 - testrun_aa7a0f8d - [INFO] - [E:69| 300]: Train Loss:0.00051322, Val MRR:0.12995, testrun_aa7a0f8d
2023-04-29 12:27:21,996 - testrun_aa7a0f8d - [INFO] - [E:69| 400]: Train Loss:0.00051342, Val MRR:0.12995, testrun_aa7a0f8d
2023-04-29 12:29:17,319 - testrun_aa7a0f8d - [INFO] - [E:69| 500]: Train Loss:0.00051201, Val MRR:0.12995, testrun_aa7a0f8d
2023-04-29 12:31:14,230 - testrun_aa7a0f8d - [INFO] - [E:69| 600]: Train Loss:0.00051194, Val MRR:0.12995, testrun_aa7a0f8d
2023-04-29 12:33:07,428 - testrun_aa7a0f8d - [INFO] - [E:69| 700]: Train Loss:0.00051207, Val MRR:0.12995, testrun_aa7a0f8d
2023-04-29 12:35:04,631 - testrun_aa7a0f8d - [INFO] - [E:69| 800]: Train Loss:0.00051198, Val MRR:0.12995, testrun_aa7a0f8d
2023-04-29 12:35:13,279 - testrun_aa7a0f8d - [INFO] - [Epoch:69]: Training Loss:0.0005118
2023-04-29 12:35:13,656 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 12:35:22,568 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 12:35:31,194 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 69 valid]:
MRR: Tail : 0.15208, Head : 0.11865, Avg : 0.13537
MR: Tail : 3575.6, Head : 6476.7, Avg : 5026.1
Hit-1: Tail : 0.1091, Head : 0.08174, Avg : 0.09542
Hit-3: Tail : 0.16249, Head : 0.12887, Avg : 0.14568
Hit-10: Tail : 0.23336, Head : 0.18589, Avg : 0.20962
2023-04-29 12:35:33,264 - testrun_aa7a0f8d - [INFO] - [Epoch 69]: Training Loss: 0.00051181, Valid MRR: 0.13537,
2023-04-29 12:35:34,391 - testrun_aa7a0f8d - [INFO] - [E:70| 0]: Train Loss:0.00049017, Val MRR:0.13537, testrun_aa7a0f8d
2023-04-29 12:37:27,835 - testrun_aa7a0f8d - [INFO] - [E:70| 100]: Train Loss:0.00050148, Val MRR:0.13537, testrun_aa7a0f8d
2023-04-29 12:39:21,252 - testrun_aa7a0f8d - [INFO] - [E:70| 200]: Train Loss:0.00050042, Val MRR:0.13537, testrun_aa7a0f8d
2023-04-29 12:41:14,518 - testrun_aa7a0f8d - [INFO] - [E:70| 300]: Train Loss:0.00050456, Val MRR:0.13537, testrun_aa7a0f8d
2023-04-29 12:43:08,942 - testrun_aa7a0f8d - [INFO] - [E:70| 400]: Train Loss:0.00050739, Val MRR:0.13537, testrun_aa7a0f8d
2023-04-29 12:45:02,018 - testrun_aa7a0f8d - [INFO] - [E:70| 500]: Train Loss:0.00050942, Val MRR:0.13537, testrun_aa7a0f8d
2023-04-29 12:46:57,786 - testrun_aa7a0f8d - [INFO] - [E:70| 600]: Train Loss:0.00050974, Val MRR:0.13537, testrun_aa7a0f8d
2023-04-29 12:48:52,043 - testrun_aa7a0f8d - [INFO] - [E:70| 700]: Train Loss:0.00050967, Val MRR:0.13537, testrun_aa7a0f8d
2023-04-29 12:50:45,210 - testrun_aa7a0f8d - [INFO] - [E:70| 800]: Train Loss:0.00050995, Val MRR:0.13537, testrun_aa7a0f8d
2023-04-29 12:50:53,897 - testrun_aa7a0f8d - [INFO] - [Epoch:70]: Training Loss:0.0005098
2023-04-29 12:50:54,275 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 12:51:03,168 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 12:51:12,925 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 70 valid]:
MRR: Tail : 0.15525, Head : 0.12405, Avg : 0.13965
2023-04-29 12:51:15,417 - testrun_aa7a0f8d - [INFO] - [Epoch 70]: Training Loss: 0.00050981, Valid MRR: 0.13965,
2023-04-29 12:51:16,565 - testrun_aa7a0f8d - [INFO] - [E:71| 0]: Train Loss:0.00047868, Val MRR:0.13965, testrun_aa7a0f8d
2023-04-29 12:53:10,640 - testrun_aa7a0f8d - [INFO] - [E:71| 100]: Train Loss:0.00050541, Val MRR:0.13965, testrun_aa7a0f8d
2023-04-29 12:55:03,971 - testrun_aa7a0f8d - [INFO] - [E:71| 200]: Train Loss:0.00050533, Val MRR:0.13965, testrun_aa7a0f8d
2023-04-29 12:56:56,672 - testrun_aa7a0f8d - [INFO] - [E:71| 300]: Train Loss:0.00050618, Val MRR:0.13965, testrun_aa7a0f8d
2023-04-29 12:58:52,127 - testrun_aa7a0f8d - [INFO] - [E:71| 400]: Train Loss:0.00050554, Val MRR:0.13965, testrun_aa7a0f8d
2023-04-29 13:00:47,060 - testrun_aa7a0f8d - [INFO] - [E:71| 500]: Train Loss:0.00050633, Val MRR:0.13965, testrun_aa7a0f8d
2023-04-29 13:02:42,145 - testrun_aa7a0f8d - [INFO] - [E:71| 600]: Train Loss:0.00050638, Val MRR:0.13965, testrun_aa7a0f8d
2023-04-29 13:04:36,041 - testrun_aa7a0f8d - [INFO] - [E:71| 700]: Train Loss:0.00050584, Val MRR:0.13965, testrun_aa7a0f8d
2023-04-29 13:06:29,131 - testrun_aa7a0f8d - [INFO] - [E:71| 800]: Train Loss:0.00050629, Val MRR:0.13965, testrun_aa7a0f8d
2023-04-29 13:06:37,761 - testrun_aa7a0f8d - [INFO] - [Epoch:71]: Training Loss:0.0005063
2023-04-29 13:06:38,137 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 13:06:47,034 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 13:06:55,685 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 71 valid]:
MRR: Tail : 0.1628, Head : 0.13377, Avg : 0.14829
2023-04-29 13:06:57,836 - testrun_aa7a0f8d - [INFO] - [Epoch 71]: Training Loss: 0.0005063, Valid MRR: 0.14829,
2023-04-29 13:06:58,964 - testrun_aa7a0f8d - [INFO] - [E:72| 0]: Train Loss:0.00048566, Val MRR:0.14829, testrun_aa7a0f8d
2023-04-29 13:08:53,793 - testrun_aa7a0f8d - [INFO] - [E:72| 100]: Train Loss:0.00050448, Val MRR:0.14829, testrun_aa7a0f8d
2023-04-29 13:10:47,387 - testrun_aa7a0f8d - [INFO] - [E:72| 200]: Train Loss:0.00050264, Val MRR:0.14829, testrun_aa7a0f8d
2023-04-29 13:12:39,882 - testrun_aa7a0f8d - [INFO] - [E:72| 300]: Train Loss:0.00050246, Val MRR:0.14829, testrun_aa7a0f8d
2023-04-29 13:14:34,438 - testrun_aa7a0f8d - [INFO] - [E:72| 400]: Train Loss:0.00050132, Val MRR:0.14829, testrun_aa7a0f8d
2023-04-29 13:16:31,332 - testrun_aa7a0f8d - [INFO] - [E:72| 500]: Train Loss:0.00050233, Val MRR:0.14829, testrun_aa7a0f8d
2023-04-29 13:18:25,479 - testrun_aa7a0f8d - [INFO] - [E:72| 600]: Train Loss:0.00050263, Val MRR:0.14829, testrun_aa7a0f8d
2023-04-29 13:20:19,954 - testrun_aa7a0f8d - [INFO] - [E:72| 700]: Train Loss:0.00050277, Val MRR:0.14829, testrun_aa7a0f8d
2023-04-29 13:22:12,899 - testrun_aa7a0f8d - [INFO] - [E:72| 800]: Train Loss:0.00050307, Val MRR:0.14829, testrun_aa7a0f8d
2023-04-29 13:22:21,534 - testrun_aa7a0f8d - [INFO] - [Epoch:72]: Training Loss:0.0005033
2023-04-29 13:22:21,913 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 13:22:30,869 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 13:22:40,265 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 72 valid]:
MRR: Tail : 0.16803, Head : 0.13628, Avg : 0.15215
2023-04-29 13:22:42,490 - testrun_aa7a0f8d - [INFO] - [Epoch 72]: Training Loss: 0.00050329, Valid MRR: 0.15215,
2023-04-29 13:22:43,622 - testrun_aa7a0f8d - [INFO] - [E:73| 0]: Train Loss:0.00048983, Val MRR:0.15215, testrun_aa7a0f8d
2023-04-29 13:24:37,838 - testrun_aa7a0f8d - [INFO] - [E:73| 100]: Train Loss:0.00049401, Val MRR:0.15215, testrun_aa7a0f8d
2023-04-29 13:26:34,235 - testrun_aa7a0f8d - [INFO] - [E:73| 200]: Train Loss:0.0004939, Val MRR:0.15215, testrun_aa7a0f8d
2023-04-29 13:28:27,096 - testrun_aa7a0f8d - [INFO] - [E:73| 300]: Train Loss:0.00049674, Val MRR:0.15215, testrun_aa7a0f8d
2023-04-29 13:30:20,428 - testrun_aa7a0f8d - [INFO] - [E:73| 400]: Train Loss:0.00049813, Val MRR:0.15215, testrun_aa7a0f8d
2023-04-29 13:32:15,544 - testrun_aa7a0f8d - [INFO] - [E:73| 500]: Train Loss:0.00049801, Val MRR:0.15215, testrun_aa7a0f8d
2023-04-29 13:34:09,232 - testrun_aa7a0f8d - [INFO] - [E:73| 600]: Train Loss:0.00049902, Val MRR:0.15215, testrun_aa7a0f8d
2023-04-29 13:36:02,346 - testrun_aa7a0f8d - [INFO] - [E:73| 700]: Train Loss:0.0004996, Val MRR:0.15215, testrun_aa7a0f8d
2023-04-29 13:37:56,067 - testrun_aa7a0f8d - [INFO] - [E:73| 800]: Train Loss:0.00049991, Val MRR:0.15215, testrun_aa7a0f8d
2023-04-29 13:38:04,692 - testrun_aa7a0f8d - [INFO] - [Epoch:73]: Training Loss:0.0005
2023-04-29 13:38:05,071 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 13:38:13,973 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 13:38:22,534 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 73 valid]:
MRR: Tail : 0.1708, Head : 0.13799, Avg : 0.1544
2023-04-29 13:38:24,724 - testrun_aa7a0f8d - [INFO] - [Epoch 73]: Training Loss: 0.00050004, Valid MRR: 0.1544,
2023-04-29 13:38:25,858 - testrun_aa7a0f8d - [INFO] - [E:74| 0]: Train Loss:0.00047397, Val MRR:0.1544, testrun_aa7a0f8d
2023-04-29 13:40:19,332 - testrun_aa7a0f8d - [INFO] - [E:74| 100]: Train Loss:0.00050712, Val MRR:0.1544, testrun_aa7a0f8d
2023-04-29 13:42:12,949 - testrun_aa7a0f8d - [INFO] - [E:74| 200]: Train Loss:0.00050338, Val MRR:0.1544, testrun_aa7a0f8d
2023-04-29 13:44:07,599 - testrun_aa7a0f8d - [INFO] - [E:74| 300]: Train Loss:0.00050164, Val MRR:0.1544, testrun_aa7a0f8d
2023-04-29 13:46:00,582 - testrun_aa7a0f8d - [INFO] - [E:74| 400]: Train Loss:0.00050041, Val MRR:0.1544, testrun_aa7a0f8d
2023-04-29 13:47:56,657 - testrun_aa7a0f8d - [INFO] - [E:74| 500]: Train Loss:0.00049974, Val MRR:0.1544, testrun_aa7a0f8d
2023-04-29 13:49:50,100 - testrun_aa7a0f8d - [INFO] - [E:74| 600]: Train Loss:0.00049945, Val MRR:0.1544, testrun_aa7a0f8d
2023-04-29 13:51:46,002 - testrun_aa7a0f8d - [INFO] - [E:74| 700]: Train Loss:0.00049919, Val MRR:0.1544, testrun_aa7a0f8d
2023-04-29 13:53:40,420 - testrun_aa7a0f8d - [INFO] - [E:74| 800]: Train Loss:0.00049834, Val MRR:0.1544, testrun_aa7a0f8d
2023-04-29 13:53:49,091 - testrun_aa7a0f8d - [INFO] - [Epoch:74]: Training Loss:0.0004982
2023-04-29 13:53:49,471 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 13:53:58,436 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 13:54:07,021 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 74 valid]:
MRR: Tail : 0.17581, Head : 0.14688, Avg : 0.16135
2023-04-29 13:54:09,237 - testrun_aa7a0f8d - [INFO] - [Epoch 74]: Training Loss: 0.00049819, Valid MRR: 0.16135,
2023-04-29 13:54:10,363 - testrun_aa7a0f8d - [INFO] - [E:75| 0]: Train Loss:0.00047121, Val MRR:0.16135, testrun_aa7a0f8d
2023-04-29 13:56:04,704 - testrun_aa7a0f8d - [INFO] - [E:75| 100]: Train Loss:0.00049216, Val MRR:0.16135, testrun_aa7a0f8d
2023-04-29 13:57:57,813 - testrun_aa7a0f8d - [INFO] - [E:75| 200]: Train Loss:0.00049392, Val MRR:0.16135, testrun_aa7a0f8d
2023-04-29 13:59:53,418 - testrun_aa7a0f8d - [INFO] - [E:75| 300]: Train Loss:0.00049217, Val MRR:0.16135, testrun_aa7a0f8d
2023-04-29 14:01:48,200 - testrun_aa7a0f8d - [INFO] - [E:75| 400]: Train Loss:0.00049278, Val MRR:0.16135, testrun_aa7a0f8d
2023-04-29 14:03:46,012 - testrun_aa7a0f8d - [INFO] - [E:75| 500]: Train Loss:0.00049336, Val MRR:0.16135, testrun_aa7a0f8d
2023-04-29 14:05:40,561 - testrun_aa7a0f8d - [INFO] - [E:75| 600]: Train Loss:0.00049414, Val MRR:0.16135, testrun_aa7a0f8d
2023-04-29 14:07:34,052 - testrun_aa7a0f8d - [INFO] - [E:75| 700]: Train Loss:0.0004935, Val MRR:0.16135, testrun_aa7a0f8d
2023-04-29 14:09:28,084 - testrun_aa7a0f8d - [INFO] - [E:75| 800]: Train Loss:0.00049412, Val MRR:0.16135, testrun_aa7a0f8d
2023-04-29 14:09:36,723 - testrun_aa7a0f8d - [INFO] - [Epoch:75]: Training Loss:0.0004942
2023-04-29 14:09:37,102 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 14:09:46,047 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 14:09:54,644 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 75 valid]:
MRR: Tail : 0.1789, Head : 0.15122, Avg : 0.16506
2023-04-29 14:09:56,846 - testrun_aa7a0f8d - [INFO] - [Epoch 75]: Training Loss: 0.00049422, Valid MRR: 0.16506,
2023-04-29 14:09:57,982 - testrun_aa7a0f8d - [INFO] - [E:76| 0]: Train Loss:0.00048264, Val MRR:0.16506, testrun_aa7a0f8d
2023-04-29 14:11:51,194 - testrun_aa7a0f8d - [INFO] - [E:76| 100]: Train Loss:0.00048681, Val MRR:0.16506, testrun_aa7a0f8d
2023-04-29 14:13:46,275 - testrun_aa7a0f8d - [INFO] - [E:76| 200]: Train Loss:0.0004894, Val MRR:0.16506, testrun_aa7a0f8d
2023-04-29 14:15:41,548 - testrun_aa7a0f8d - [INFO] - [E:76| 300]: Train Loss:0.0004892, Val MRR:0.16506, testrun_aa7a0f8d
2023-04-29 14:17:38,370 - testrun_aa7a0f8d - [INFO] - [E:76| 400]: Train Loss:0.00048871, Val MRR:0.16506, testrun_aa7a0f8d
2023-04-29 14:19:35,270 - testrun_aa7a0f8d - [INFO] - [E:76| 500]: Train Loss:0.00048804, Val MRR:0.16506, testrun_aa7a0f8d
2023-04-29 14:21:28,289 - testrun_aa7a0f8d - [INFO] - [E:76| 600]: Train Loss:0.00048936, Val MRR:0.16506, testrun_aa7a0f8d
2023-04-29 14:23:21,919 - testrun_aa7a0f8d - [INFO] - [E:76| 700]: Train Loss:0.00049091, Val MRR:0.16506, testrun_aa7a0f8d
2023-04-29 14:25:15,921 - testrun_aa7a0f8d - [INFO] - [E:76| 800]: Train Loss:0.00049171, Val MRR:0.16506, testrun_aa7a0f8d
2023-04-29 14:25:24,545 - testrun_aa7a0f8d - [INFO] - [Epoch:76]: Training Loss:0.0004917
2023-04-29 14:25:24,922 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 14:25:33,860 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 14:25:42,414 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 76 valid]:
MRR: Tail : 0.18893, Head : 0.16043, Avg : 0.17468
2023-04-29 14:25:44,613 - testrun_aa7a0f8d - [INFO] - [Epoch 76]: Training Loss: 0.00049173, Valid MRR: 0.17468,
2023-04-29 14:25:45,748 - testrun_aa7a0f8d - [INFO] - [E:77| 0]: Train Loss:0.00045308, Val MRR:0.17468, testrun_aa7a0f8d
2023-04-29 14:27:38,540 - testrun_aa7a0f8d - [INFO] - [E:77| 100]: Train Loss:0.00048799, Val MRR:0.17468, testrun_aa7a0f8d
2023-04-29 14:29:32,476 - testrun_aa7a0f8d - [INFO] - [E:77| 200]: Train Loss:0.00048814, Val MRR:0.17468, testrun_aa7a0f8d
2023-04-29 14:31:25,986 - testrun_aa7a0f8d - [INFO] - [E:77| 300]: Train Loss:0.00048739, Val MRR:0.17468, testrun_aa7a0f8d
2023-04-29 14:33:23,018 - testrun_aa7a0f8d - [INFO] - [E:77| 400]: Train Loss:0.00048833, Val MRR:0.17468, testrun_aa7a0f8d
2023-04-29 14:35:21,149 - testrun_aa7a0f8d - [INFO] - [E:77| 500]: Train Loss:0.00048859, Val MRR:0.17468, testrun_aa7a0f8d
2023-04-29 14:37:16,130 - testrun_aa7a0f8d - [INFO] - [E:77| 600]: Train Loss:0.00048892, Val MRR:0.17468, testrun_aa7a0f8d
2023-04-29 14:39:09,358 - testrun_aa7a0f8d - [INFO] - [E:77| 700]: Train Loss:0.00048866, Val MRR:0.17468, testrun_aa7a0f8d
2023-04-29 14:41:03,518 - testrun_aa7a0f8d - [INFO] - [E:77| 800]: Train Loss:0.00048847, Val MRR:0.17468, testrun_aa7a0f8d
2023-04-29 14:41:12,180 - testrun_aa7a0f8d - [INFO] - [Epoch:77]: Training Loss:0.0004884
2023-04-29 14:41:12,557 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 14:41:21,498 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 14:41:30,147 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 77 valid]:
MRR: Tail : 0.19675, Head : 0.16605, Avg : 0.1814
2023-04-29 14:41:32,358 - testrun_aa7a0f8d - [INFO] - [Epoch 77]: Training Loss: 0.00048844, Valid MRR: 0.1814,
2023-04-29 14:41:33,485 - testrun_aa7a0f8d - [INFO] - [E:78| 0]: Train Loss:0.00046465, Val MRR:0.1814, testrun_aa7a0f8d
2023-04-29 14:43:26,182 - testrun_aa7a0f8d - [INFO] - [E:78| 100]: Train Loss:0.00048395, Val MRR:0.1814, testrun_aa7a0f8d
2023-04-29 14:45:19,917 - testrun_aa7a0f8d - [INFO] - [E:78| 200]: Train Loss:0.00048823, Val MRR:0.1814, testrun_aa7a0f8d
2023-04-29 14:47:13,852 - testrun_aa7a0f8d - [INFO] - [E:78| 300]: Train Loss:0.00048718, Val MRR:0.1814, testrun_aa7a0f8d
2023-04-29 14:49:09,421 - testrun_aa7a0f8d - [INFO] - [E:78| 400]: Train Loss:0.0004868, Val MRR:0.1814, testrun_aa7a0f8d
2023-04-29 14:51:06,280 - testrun_aa7a0f8d - [INFO] - [E:78| 500]: Train Loss:0.00048502, Val MRR:0.1814, testrun_aa7a0f8d
2023-04-29 14:53:00,076 - testrun_aa7a0f8d - [INFO] - [E:78| 600]: Train Loss:0.00048474, Val MRR:0.1814, testrun_aa7a0f8d
2023-04-29 14:54:54,011 - testrun_aa7a0f8d - [INFO] - [E:78| 700]: Train Loss:0.00048482, Val MRR:0.1814, testrun_aa7a0f8d
2023-04-29 14:56:47,406 - testrun_aa7a0f8d - [INFO] - [E:78| 800]: Train Loss:0.00048495, Val MRR:0.1814, testrun_aa7a0f8d
2023-04-29 14:56:56,037 - testrun_aa7a0f8d - [INFO] - [Epoch:78]: Training Loss:0.000485
2023-04-29 14:56:56,414 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 14:57:05,327 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 14:57:13,885 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 78 valid]:
MRR: Tail : 0.19973, Head : 0.16814, Avg : 0.18393
2023-04-29 14:57:18,119 - testrun_aa7a0f8d - [INFO] - [Epoch 78]: Training Loss: 0.00048504, Valid MRR: 0.18393,
2023-04-29 14:57:19,253 - testrun_aa7a0f8d - [INFO] - [E:79| 0]: Train Loss:0.00044607, Val MRR:0.18393, testrun_aa7a0f8d
2023-04-29 14:59:12,834 - testrun_aa7a0f8d - [INFO] - [E:79| 100]: Train Loss:0.00048082, Val MRR:0.18393, testrun_aa7a0f8d
2023-04-29 15:01:05,929 - testrun_aa7a0f8d - [INFO] - [E:79| 200]: Train Loss:0.00048005, Val MRR:0.18393, testrun_aa7a0f8d
2023-04-29 15:02:59,586 - testrun_aa7a0f8d - [INFO] - [E:79| 300]: Train Loss:0.00048101, Val MRR:0.18393, testrun_aa7a0f8d
2023-04-29 15:04:56,795 - testrun_aa7a0f8d - [INFO] - [E:79| 400]: Train Loss:0.00048101, Val MRR:0.18393, testrun_aa7a0f8d
2023-04-29 15:06:49,624 - testrun_aa7a0f8d - [INFO] - [E:79| 500]: Train Loss:0.00048113, Val MRR:0.18393, testrun_aa7a0f8d
2023-04-29 15:08:46,753 - testrun_aa7a0f8d - [INFO] - [E:79| 600]: Train Loss:0.00048144, Val MRR:0.18393, testrun_aa7a0f8d
2023-04-29 15:10:40,476 - testrun_aa7a0f8d - [INFO] - [E:79| 700]: Train Loss:0.00048232, Val MRR:0.18393, testrun_aa7a0f8d
2023-04-29 15:12:33,524 - testrun_aa7a0f8d - [INFO] - [E:79| 800]: Train Loss:0.0004821, Val MRR:0.18393, testrun_aa7a0f8d
2023-04-29 15:12:42,285 - testrun_aa7a0f8d - [INFO] - [Epoch:79]: Training Loss:0.0004819
2023-04-29 15:12:42,665 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 15:12:51,636 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 15:13:00,214 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 79 valid]:
MRR: Tail : 0.20447, Head : 0.17772, Avg : 0.1911
MR: Tail : 3758.0, Head : 6114.1, Avg : 4936.0
Hit-1: Tail : 0.15656, Head : 0.13612, Avg : 0.14634
Hit-3: Tail : 0.21885, Head : 0.1915, Avg : 0.20517
Hit-10: Tail : 0.30521, Head : 0.25511, Avg : 0.28016
2023-04-29 15:13:02,322 - testrun_aa7a0f8d - [INFO] - [Epoch 79]: Training Loss: 0.00048192, Valid MRR: 0.1911,
2023-04-29 15:13:03,452 - testrun_aa7a0f8d - [INFO] - [E:80| 0]: Train Loss:0.00048788, Val MRR:0.1911, testrun_aa7a0f8d
2023-04-29 15:14:56,600 - testrun_aa7a0f8d - [INFO] - [E:80| 100]: Train Loss:0.00047508, Val MRR:0.1911, testrun_aa7a0f8d
2023-04-29 15:16:49,926 - testrun_aa7a0f8d - [INFO] - [E:80| 200]: Train Loss:0.00047991, Val MRR:0.1911, testrun_aa7a0f8d
2023-04-29 15:18:42,756 - testrun_aa7a0f8d - [INFO] - [E:80| 300]: Train Loss:0.00048038, Val MRR:0.1911, testrun_aa7a0f8d
2023-04-29 15:20:38,021 - testrun_aa7a0f8d - [INFO] - [E:80| 400]: Train Loss:0.00047923, Val MRR:0.1911, testrun_aa7a0f8d
2023-04-29 15:22:31,169 - testrun_aa7a0f8d - [INFO] - [E:80| 500]: Train Loss:0.00047885, Val MRR:0.1911, testrun_aa7a0f8d
2023-04-29 15:24:26,229 - testrun_aa7a0f8d - [INFO] - [E:80| 600]: Train Loss:0.00047965, Val MRR:0.1911, testrun_aa7a0f8d
2023-04-29 15:26:23,297 - testrun_aa7a0f8d - [INFO] - [E:80| 700]: Train Loss:0.00048059, Val MRR:0.1911, testrun_aa7a0f8d
2023-04-29 15:28:18,235 - testrun_aa7a0f8d - [INFO] - [E:80| 800]: Train Loss:0.00047919, Val MRR:0.1911, testrun_aa7a0f8d
2023-04-29 15:28:26,896 - testrun_aa7a0f8d - [INFO] - [Epoch:80]: Training Loss:0.0004791
2023-04-29 15:28:27,275 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 15:28:36,243 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 15:28:44,847 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 80 valid]:
MRR: Tail : 0.2104, Head : 0.18523, Avg : 0.19782
2023-04-29 15:28:47,008 - testrun_aa7a0f8d - [INFO] - [Epoch 80]: Training Loss: 0.00047914, Valid MRR: 0.19782,
2023-04-29 15:28:48,139 - testrun_aa7a0f8d - [INFO] - [E:81| 0]: Train Loss:0.00046439, Val MRR:0.19782, testrun_aa7a0f8d
2023-04-29 15:30:42,165 - testrun_aa7a0f8d - [INFO] - [E:81| 100]: Train Loss:0.00047288, Val MRR:0.19782, testrun_aa7a0f8d
2023-04-29 15:32:36,632 - testrun_aa7a0f8d - [INFO] - [E:81| 200]: Train Loss:0.00047428, Val MRR:0.19782, testrun_aa7a0f8d
2023-04-29 15:34:30,844 - testrun_aa7a0f8d - [INFO] - [E:81| 300]: Train Loss:0.0004745, Val MRR:0.19782, testrun_aa7a0f8d
2023-04-29 15:36:26,758 - testrun_aa7a0f8d - [INFO] - [E:81| 400]: Train Loss:0.000475, Val MRR:0.19782, testrun_aa7a0f8d
2023-04-29 15:38:21,035 - testrun_aa7a0f8d - [INFO] - [E:81| 500]: Train Loss:0.00047536, Val MRR:0.19782, testrun_aa7a0f8d
2023-04-29 15:40:17,236 - testrun_aa7a0f8d - [INFO] - [E:81| 600]: Train Loss:0.00047508, Val MRR:0.19782, testrun_aa7a0f8d
2023-04-29 15:42:11,223 - testrun_aa7a0f8d - [INFO] - [E:81| 700]: Train Loss:0.00047479, Val MRR:0.19782, testrun_aa7a0f8d
2023-04-29 15:44:08,864 - testrun_aa7a0f8d - [INFO] - [E:81| 800]: Train Loss:0.00047569, Val MRR:0.19782, testrun_aa7a0f8d
2023-04-29 15:44:17,560 - testrun_aa7a0f8d - [INFO] - [Epoch:81]: Training Loss:0.0004757
2023-04-29 15:44:17,937 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 15:44:26,914 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 15:44:35,530 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 81 valid]:
MRR: Tail : 0.21244, Head : 0.18809, Avg : 0.20026
2023-04-29 15:44:37,711 - testrun_aa7a0f8d - [INFO] - [Epoch 81]: Training Loss: 0.00047572, Valid MRR: 0.20026,
2023-04-29 15:44:38,838 - testrun_aa7a0f8d - [INFO] - [E:82| 0]: Train Loss:0.00045967, Val MRR:0.20026, testrun_aa7a0f8d
2023-04-29 15:46:32,849 - testrun_aa7a0f8d - [INFO] - [E:82| 100]: Train Loss:0.00047247, Val MRR:0.20026, testrun_aa7a0f8d
2023-04-29 15:48:26,246 - testrun_aa7a0f8d - [INFO] - [E:82| 200]: Train Loss:0.00047345, Val MRR:0.20026, testrun_aa7a0f8d
2023-04-29 15:50:21,698 - testrun_aa7a0f8d - [INFO] - [E:82| 300]: Train Loss:0.00047566, Val MRR:0.20026, testrun_aa7a0f8d
2023-04-29 15:52:15,295 - testrun_aa7a0f8d - [INFO] - [E:82| 400]: Train Loss:0.00047491, Val MRR:0.20026, testrun_aa7a0f8d
2023-04-29 15:54:08,763 - testrun_aa7a0f8d - [INFO] - [E:82| 500]: Train Loss:0.00047326, Val MRR:0.20026, testrun_aa7a0f8d
2023-04-29 15:56:01,499 - testrun_aa7a0f8d - [INFO] - [E:82| 600]: Train Loss:0.0004727, Val MRR:0.20026, testrun_aa7a0f8d
2023-04-29 15:57:54,425 - testrun_aa7a0f8d - [INFO] - [E:82| 700]: Train Loss:0.0004735, Val MRR:0.20026, testrun_aa7a0f8d
2023-04-29 15:59:49,329 - testrun_aa7a0f8d - [INFO] - [E:82| 800]: Train Loss:0.00047309, Val MRR:0.20026, testrun_aa7a0f8d
2023-04-29 15:59:58,025 - testrun_aa7a0f8d - [INFO] - [Epoch:82]: Training Loss:0.0004729
2023-04-29 15:59:58,427 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 16:00:07,385 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 16:00:16,108 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 82 valid]:
MRR: Tail : 0.21996, Head : 0.19363, Avg : 0.2068
2023-04-29 16:00:20,653 - testrun_aa7a0f8d - [INFO] - [Epoch 82]: Training Loss: 0.00047294, Valid MRR: 0.2068,
2023-04-29 16:00:21,793 - testrun_aa7a0f8d - [INFO] - [E:83| 0]: Train Loss:0.00045912, Val MRR:0.2068, testrun_aa7a0f8d
2023-04-29 16:02:15,777 - testrun_aa7a0f8d - [INFO] - [E:83| 100]: Train Loss:0.00046918, Val MRR:0.2068, testrun_aa7a0f8d
2023-04-29 16:04:10,349 - testrun_aa7a0f8d - [INFO] - [E:83| 200]: Train Loss:0.00046829, Val MRR:0.2068, testrun_aa7a0f8d
2023-04-29 16:06:06,657 - testrun_aa7a0f8d - [INFO] - [E:83| 300]: Train Loss:0.00047015, Val MRR:0.2068, testrun_aa7a0f8d
2023-04-29 16:07:59,731 - testrun_aa7a0f8d - [INFO] - [E:83| 400]: Train Loss:0.00047039, Val MRR:0.2068, testrun_aa7a0f8d
2023-04-29 16:09:52,562 - testrun_aa7a0f8d - [INFO] - [E:83| 500]: Train Loss:0.00046943, Val MRR:0.2068, testrun_aa7a0f8d
2023-04-29 16:11:46,410 - testrun_aa7a0f8d - [INFO] - [E:83| 600]: Train Loss:0.00046949, Val MRR:0.2068, testrun_aa7a0f8d
2023-04-29 16:13:40,034 - testrun_aa7a0f8d - [INFO] - [E:83| 700]: Train Loss:0.00046966, Val MRR:0.2068, testrun_aa7a0f8d
2023-04-29 16:15:33,486 - testrun_aa7a0f8d - [INFO] - [E:83| 800]: Train Loss:0.00046945, Val MRR:0.2068, testrun_aa7a0f8d
2023-04-29 16:15:43,353 - testrun_aa7a0f8d - [INFO] - [Epoch:83]: Training Loss:0.0004698
2023-04-29 16:15:43,731 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 16:15:52,690 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 16:16:01,340 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 83 valid]:
MRR: Tail : 0.2215, Head : 0.19652, Avg : 0.20901
2023-04-29 16:16:03,521 - testrun_aa7a0f8d - [INFO] - [Epoch 83]: Training Loss: 0.00046982, Valid MRR: 0.20901,
2023-04-29 16:16:04,646 - testrun_aa7a0f8d - [INFO] - [E:84| 0]: Train Loss:0.0004428, Val MRR:0.20901, testrun_aa7a0f8d
2023-04-29 16:17:59,840 - testrun_aa7a0f8d - [INFO] - [E:84| 100]: Train Loss:0.00046043, Val MRR:0.20901, testrun_aa7a0f8d
2023-04-29 16:19:52,743 - testrun_aa7a0f8d - [INFO] - [E:84| 200]: Train Loss:0.00046622, Val MRR:0.20901, testrun_aa7a0f8d
2023-04-29 16:21:49,897 - testrun_aa7a0f8d - [INFO] - [E:84| 300]: Train Loss:0.00046548, Val MRR:0.20901, testrun_aa7a0f8d
2023-04-29 16:23:43,923 - testrun_aa7a0f8d - [INFO] - [E:84| 400]: Train Loss:0.00046558, Val MRR:0.20901, testrun_aa7a0f8d
2023-04-29 16:25:36,749 - testrun_aa7a0f8d - [INFO] - [E:84| 500]: Train Loss:0.00046572, Val MRR:0.20901, testrun_aa7a0f8d
2023-04-29 16:27:33,160 - testrun_aa7a0f8d - [INFO] - [E:84| 600]: Train Loss:0.00046608, Val MRR:0.20901, testrun_aa7a0f8d
2023-04-29 16:29:27,273 - testrun_aa7a0f8d - [INFO] - [E:84| 700]: Train Loss:0.00046657, Val MRR:0.20901, testrun_aa7a0f8d
2023-04-29 16:31:20,917 - testrun_aa7a0f8d - [INFO] - [E:84| 800]: Train Loss:0.00046701, Val MRR:0.20901, testrun_aa7a0f8d
2023-04-29 16:31:30,140 - testrun_aa7a0f8d - [INFO] - [Epoch:84]: Training Loss:0.000467
2023-04-29 16:31:30,614 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 16:31:39,524 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 16:31:48,159 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 84 valid]:
MRR: Tail : 0.23468, Head : 0.20775, Avg : 0.22121
2023-04-29 16:31:50,435 - testrun_aa7a0f8d - [INFO] - [Epoch 84]: Training Loss: 0.00046696, Valid MRR: 0.22121,
2023-04-29 16:31:51,561 - testrun_aa7a0f8d - [INFO] - [E:85| 0]: Train Loss:0.00051273, Val MRR:0.22121, testrun_aa7a0f8d
2023-04-29 16:33:46,771 - testrun_aa7a0f8d - [INFO] - [E:85| 100]: Train Loss:0.00046526, Val MRR:0.22121, testrun_aa7a0f8d
2023-04-29 16:35:41,717 - testrun_aa7a0f8d - [INFO] - [E:85| 200]: Train Loss:0.00046155, Val MRR:0.22121, testrun_aa7a0f8d
2023-04-29 16:37:37,730 - testrun_aa7a0f8d - [INFO] - [E:85| 300]: Train Loss:0.00046219, Val MRR:0.22121, testrun_aa7a0f8d
2023-04-29 16:39:32,369 - testrun_aa7a0f8d - [INFO] - [E:85| 400]: Train Loss:0.00046248, Val MRR:0.22121, testrun_aa7a0f8d
2023-04-29 16:41:25,703 - testrun_aa7a0f8d - [INFO] - [E:85| 500]: Train Loss:0.00046289, Val MRR:0.22121, testrun_aa7a0f8d
2023-04-29 16:43:19,001 - testrun_aa7a0f8d - [INFO] - [E:85| 600]: Train Loss:0.00046412, Val MRR:0.22121, testrun_aa7a0f8d
2023-04-29 16:45:12,714 - testrun_aa7a0f8d - [INFO] - [E:85| 700]: Train Loss:0.00046364, Val MRR:0.22121, testrun_aa7a0f8d
2023-04-29 16:47:05,526 - testrun_aa7a0f8d - [INFO] - [E:85| 800]: Train Loss:0.00046385, Val MRR:0.22121, testrun_aa7a0f8d
2023-04-29 16:47:14,292 - testrun_aa7a0f8d - [INFO] - [Epoch:85]: Training Loss:0.0004641
2023-04-29 16:47:14,670 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 16:47:23,602 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 16:47:32,173 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 85 valid]:
MRR: Tail : 0.23682, Head : 0.20937, Avg : 0.2231
2023-04-29 16:47:34,347 - testrun_aa7a0f8d - [INFO] - [Epoch 85]: Training Loss: 0.00046412, Valid MRR: 0.2231,
2023-04-29 16:47:35,478 - testrun_aa7a0f8d - [INFO] - [E:86| 0]: Train Loss:0.00043674, Val MRR:0.2231, testrun_aa7a0f8d
2023-04-29 16:49:28,349 - testrun_aa7a0f8d - [INFO] - [E:86| 100]: Train Loss:0.00045831, Val MRR:0.2231, testrun_aa7a0f8d
2023-04-29 16:51:24,251 - testrun_aa7a0f8d - [INFO] - [E:86| 200]: Train Loss:0.00045819, Val MRR:0.2231, testrun_aa7a0f8d
2023-04-29 16:53:22,889 - testrun_aa7a0f8d - [INFO] - [E:86| 300]: Train Loss:0.00045867, Val MRR:0.2231, testrun_aa7a0f8d
2023-04-29 16:55:17,104 - testrun_aa7a0f8d - [INFO] - [E:86| 400]: Train Loss:0.00046088, Val MRR:0.2231, testrun_aa7a0f8d
2023-04-29 16:57:09,828 - testrun_aa7a0f8d - [INFO] - [E:86| 500]: Train Loss:0.00046197, Val MRR:0.2231, testrun_aa7a0f8d
2023-04-29 16:59:05,450 - testrun_aa7a0f8d - [INFO] - [E:86| 600]: Train Loss:0.00046076, Val MRR:0.2231, testrun_aa7a0f8d
2023-04-29 17:00:58,904 - testrun_aa7a0f8d - [INFO] - [E:86| 700]: Train Loss:0.0004614, Val MRR:0.2231, testrun_aa7a0f8d
2023-04-29 17:02:52,384 - testrun_aa7a0f8d - [INFO] - [E:86| 800]: Train Loss:0.00046146, Val MRR:0.2231, testrun_aa7a0f8d
2023-04-29 17:03:01,072 - testrun_aa7a0f8d - [INFO] - [Epoch:86]: Training Loss:0.0004614
2023-04-29 17:03:01,467 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 17:03:10,388 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 17:03:18,959 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 86 valid]:
MRR: Tail : 0.24462, Head : 0.21733, Avg : 0.23097
2023-04-29 17:03:21,801 - testrun_aa7a0f8d - [INFO] - [Epoch 86]: Training Loss: 0.00046145, Valid MRR: 0.23097,
2023-04-29 17:03:22,947 - testrun_aa7a0f8d - [INFO] - [E:87| 0]: Train Loss:0.00065079, Val MRR:0.23097, testrun_aa7a0f8d
2023-04-29 17:05:16,981 - testrun_aa7a0f8d - [INFO] - [E:87| 100]: Train Loss:0.00046117, Val MRR:0.23097, testrun_aa7a0f8d
2023-04-29 17:07:13,134 - testrun_aa7a0f8d - [INFO] - [E:87| 200]: Train Loss:0.00045953, Val MRR:0.23097, testrun_aa7a0f8d
2023-04-29 17:09:12,053 - testrun_aa7a0f8d - [INFO] - [E:87| 300]: Train Loss:0.00045842, Val MRR:0.23097, testrun_aa7a0f8d
2023-04-29 17:11:05,360 - testrun_aa7a0f8d - [INFO] - [E:87| 400]: Train Loss:0.00045833, Val MRR:0.23097, testrun_aa7a0f8d
2023-04-29 17:12:58,286 - testrun_aa7a0f8d - [INFO] - [E:87| 500]: Train Loss:0.00045836, Val MRR:0.23097, testrun_aa7a0f8d
2023-04-29 17:14:51,139 - testrun_aa7a0f8d - [INFO] - [E:87| 600]: Train Loss:0.00045815, Val MRR:0.23097, testrun_aa7a0f8d
2023-04-29 17:16:45,598 - testrun_aa7a0f8d - [INFO] - [E:87| 700]: Train Loss:0.00045952, Val MRR:0.23097, testrun_aa7a0f8d
2023-04-29 17:18:39,180 - testrun_aa7a0f8d - [INFO] - [E:87| 800]: Train Loss:0.00045926, Val MRR:0.23097, testrun_aa7a0f8d
2023-04-29 17:18:47,816 - testrun_aa7a0f8d - [INFO] - [Epoch:87]: Training Loss:0.0004594
2023-04-29 17:18:48,200 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 17:18:57,109 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 17:19:05,776 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 87 valid]:
MRR: Tail : 0.24647, Head : 0.21934, Avg : 0.2329
2023-04-29 17:19:07,937 - testrun_aa7a0f8d - [INFO] - [Epoch 87]: Training Loss: 0.0004594, Valid MRR: 0.2329,
2023-04-29 17:19:09,066 - testrun_aa7a0f8d - [INFO] - [E:88| 0]: Train Loss:0.0004391, Val MRR:0.2329, testrun_aa7a0f8d
2023-04-29 17:21:01,985 - testrun_aa7a0f8d - [INFO] - [E:88| 100]: Train Loss:0.00045212, Val MRR:0.2329, testrun_aa7a0f8d
2023-04-29 17:22:57,907 - testrun_aa7a0f8d - [INFO] - [E:88| 200]: Train Loss:0.0004525, Val MRR:0.2329, testrun_aa7a0f8d
2023-04-29 17:24:50,663 - testrun_aa7a0f8d - [INFO] - [E:88| 300]: Train Loss:0.00045462, Val MRR:0.2329, testrun_aa7a0f8d
2023-04-29 17:26:45,949 - testrun_aa7a0f8d - [INFO] - [E:88| 400]: Train Loss:0.00045483, Val MRR:0.2329, testrun_aa7a0f8d
2023-04-29 17:28:41,863 - testrun_aa7a0f8d - [INFO] - [E:88| 500]: Train Loss:0.00045568, Val MRR:0.2329, testrun_aa7a0f8d
2023-04-29 17:30:35,728 - testrun_aa7a0f8d - [INFO] - [E:88| 600]: Train Loss:0.00045596, Val MRR:0.2329, testrun_aa7a0f8d
2023-04-29 17:32:28,553 - testrun_aa7a0f8d - [INFO] - [E:88| 700]: Train Loss:0.00045657, Val MRR:0.2329, testrun_aa7a0f8d
2023-04-29 17:34:23,881 - testrun_aa7a0f8d - [INFO] - [E:88| 800]: Train Loss:0.00045615, Val MRR:0.2329, testrun_aa7a0f8d
2023-04-29 17:34:32,508 - testrun_aa7a0f8d - [INFO] - [Epoch:88]: Training Loss:0.0004561
2023-04-29 17:34:32,885 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 17:34:42,062 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 17:34:50,689 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 88 valid]:
MRR: Tail : 0.25461, Head : 0.22567, Avg : 0.24014
2023-04-29 17:34:52,885 - testrun_aa7a0f8d - [INFO] - [Epoch 88]: Training Loss: 0.00045611, Valid MRR: 0.24014,
2023-04-29 17:34:54,019 - testrun_aa7a0f8d - [INFO] - [E:89| 0]: Train Loss:0.00043211, Val MRR:0.24014, testrun_aa7a0f8d
2023-04-29 17:36:46,756 - testrun_aa7a0f8d - [INFO] - [E:89| 100]: Train Loss:0.00045051, Val MRR:0.24014, testrun_aa7a0f8d
2023-04-29 17:38:43,697 - testrun_aa7a0f8d - [INFO] - [E:89| 200]: Train Loss:0.00045186, Val MRR:0.24014, testrun_aa7a0f8d
2023-04-29 17:40:36,710 - testrun_aa7a0f8d - [INFO] - [E:89| 300]: Train Loss:0.00045156, Val MRR:0.24014, testrun_aa7a0f8d
2023-04-29 17:42:32,491 - testrun_aa7a0f8d - [INFO] - [E:89| 400]: Train Loss:0.00045277, Val MRR:0.24014, testrun_aa7a0f8d
2023-04-29 17:44:26,374 - testrun_aa7a0f8d - [INFO] - [E:89| 500]: Train Loss:0.00045267, Val MRR:0.24014, testrun_aa7a0f8d
2023-04-29 17:46:20,967 - testrun_aa7a0f8d - [INFO] - [E:89| 600]: Train Loss:0.00045242, Val MRR:0.24014, testrun_aa7a0f8d
2023-04-29 17:48:13,914 - testrun_aa7a0f8d - [INFO] - [E:89| 700]: Train Loss:0.00045246, Val MRR:0.24014, testrun_aa7a0f8d
2023-04-29 17:50:08,531 - testrun_aa7a0f8d - [INFO] - [E:89| 800]: Train Loss:0.00045345, Val MRR:0.24014, testrun_aa7a0f8d
2023-04-29 17:50:17,621 - testrun_aa7a0f8d - [INFO] - [Epoch:89]: Training Loss:0.0004534
2023-04-29 17:50:17,998 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 17:50:26,906 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 17:50:35,763 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 89 valid]:
MRR: Tail : 0.25865, Head : 0.22982, Avg : 0.24424
MR: Tail : 4742.3, Head : 5813.0, Avg : 5277.6
Hit-1: Tail : 0.20897, Head : 0.18589, Avg : 0.19743
Hit-3: Tail : 0.28115, Head : 0.24885, Avg : 0.265
Hit-10: Tail : 0.3497, Head : 0.30751, Avg : 0.32861
2023-04-29 17:50:37,921 - testrun_aa7a0f8d - [INFO] - [Epoch 89]: Training Loss: 0.00045338, Valid MRR: 0.24424,
2023-04-29 17:50:39,052 - testrun_aa7a0f8d - [INFO] - [E:90| 0]: Train Loss:0.00047185, Val MRR:0.24424, testrun_aa7a0f8d
2023-04-29 17:52:33,378 - testrun_aa7a0f8d - [INFO] - [E:90| 100]: Train Loss:0.00044747, Val MRR:0.24424, testrun_aa7a0f8d
2023-04-29 17:54:29,776 - testrun_aa7a0f8d - [INFO] - [E:90| 200]: Train Loss:0.00044815, Val MRR:0.24424, testrun_aa7a0f8d
2023-04-29 17:56:23,469 - testrun_aa7a0f8d - [INFO] - [E:90| 300]: Train Loss:0.00044942, Val MRR:0.24424, testrun_aa7a0f8d
2023-04-29 17:58:18,069 - testrun_aa7a0f8d - [INFO] - [E:90| 400]: Train Loss:0.00045015, Val MRR:0.24424, testrun_aa7a0f8d
2023-04-29 18:00:13,640 - testrun_aa7a0f8d - [INFO] - [E:90| 500]: Train Loss:0.00044969, Val MRR:0.24424, testrun_aa7a0f8d
2023-04-29 18:02:06,852 - testrun_aa7a0f8d - [INFO] - [E:90| 600]: Train Loss:0.00045045, Val MRR:0.24424, testrun_aa7a0f8d
2023-04-29 18:03:59,746 - testrun_aa7a0f8d - [INFO] - [E:90| 700]: Train Loss:0.00045079, Val MRR:0.24424, testrun_aa7a0f8d
2023-04-29 18:05:52,740 - testrun_aa7a0f8d - [INFO] - [E:90| 800]: Train Loss:0.00045071, Val MRR:0.24424, testrun_aa7a0f8d
2023-04-29 18:06:01,385 - testrun_aa7a0f8d - [INFO] - [Epoch:90]: Training Loss:0.0004508
2023-04-29 18:06:01,763 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 18:06:10,667 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 18:06:19,247 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 90 valid]:
MRR: Tail : 0.26533, Head : 0.23436, Avg : 0.24985
2023-04-29 18:06:21,434 - testrun_aa7a0f8d - [INFO] - [Epoch 90]: Training Loss: 0.00045079, Valid MRR: 0.24985,
2023-04-29 18:06:22,566 - testrun_aa7a0f8d - [INFO] - [E:91| 0]: Train Loss:0.0004265, Val MRR:0.24985, testrun_aa7a0f8d
2023-04-29 18:08:15,421 - testrun_aa7a0f8d - [INFO] - [E:91| 100]: Train Loss:0.00044502, Val MRR:0.24985, testrun_aa7a0f8d
2023-04-29 18:10:11,684 - testrun_aa7a0f8d - [INFO] - [E:91| 200]: Train Loss:0.00044616, Val MRR:0.24985, testrun_aa7a0f8d
2023-04-29 18:12:05,211 - testrun_aa7a0f8d - [INFO] - [E:91| 300]: Train Loss:0.00044769, Val MRR:0.24985, testrun_aa7a0f8d
2023-04-29 18:13:59,845 - testrun_aa7a0f8d - [INFO] - [E:91| 400]: Train Loss:0.00044777, Val MRR:0.24985, testrun_aa7a0f8d
2023-04-29 18:15:53,260 - testrun_aa7a0f8d - [INFO] - [E:91| 500]: Train Loss:0.00044781, Val MRR:0.24985, testrun_aa7a0f8d
2023-04-29 18:17:49,331 - testrun_aa7a0f8d - [INFO] - [E:91| 600]: Train Loss:0.00044819, Val MRR:0.24985, testrun_aa7a0f8d
2023-04-29 18:19:43,068 - testrun_aa7a0f8d - [INFO] - [E:91| 700]: Train Loss:0.00044861, Val MRR:0.24985, testrun_aa7a0f8d
2023-04-29 18:21:37,627 - testrun_aa7a0f8d - [INFO] - [E:91| 800]: Train Loss:0.00044852, Val MRR:0.24985, testrun_aa7a0f8d
2023-04-29 18:21:46,364 - testrun_aa7a0f8d - [INFO] - [Epoch:91]: Training Loss:0.0004486
2023-04-29 18:21:46,742 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 18:21:55,768 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 18:22:04,352 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 91 valid]:
MRR: Tail : 0.26943, Head : 0.23819, Avg : 0.25381
2023-04-29 18:22:06,509 - testrun_aa7a0f8d - [INFO] - [Epoch 91]: Training Loss: 0.00044858, Valid MRR: 0.25381,
2023-04-29 18:22:07,642 - testrun_aa7a0f8d - [INFO] - [E:92| 0]: Train Loss:0.00043024, Val MRR:0.25381, testrun_aa7a0f8d
2023-04-29 18:24:05,022 - testrun_aa7a0f8d - [INFO] - [E:92| 100]: Train Loss:0.00044622, Val MRR:0.25381, testrun_aa7a0f8d
2023-04-29 18:25:58,923 - testrun_aa7a0f8d - [INFO] - [E:92| 200]: Train Loss:0.00044475, Val MRR:0.25381, testrun_aa7a0f8d
2023-04-29 18:27:51,967 - testrun_aa7a0f8d - [INFO] - [E:92| 300]: Train Loss:0.00044573, Val MRR:0.25381, testrun_aa7a0f8d
2023-04-29 18:29:45,300 - testrun_aa7a0f8d - [INFO] - [E:92| 400]: Train Loss:0.00044522, Val MRR:0.25381, testrun_aa7a0f8d
2023-04-29 18:31:39,913 - testrun_aa7a0f8d - [INFO] - [E:92| 500]: Train Loss:0.00044565, Val MRR:0.25381, testrun_aa7a0f8d
2023-04-29 18:33:35,423 - testrun_aa7a0f8d - [INFO] - [E:92| 600]: Train Loss:0.00044582, Val MRR:0.25381, testrun_aa7a0f8d
2023-04-29 18:35:30,321 - testrun_aa7a0f8d - [INFO] - [E:92| 700]: Train Loss:0.00044592, Val MRR:0.25381, testrun_aa7a0f8d
2023-04-29 18:37:24,538 - testrun_aa7a0f8d - [INFO] - [E:92| 800]: Train Loss:0.0004458, Val MRR:0.25381, testrun_aa7a0f8d
2023-04-29 18:37:33,332 - testrun_aa7a0f8d - [INFO] - [Epoch:92]: Training Loss:0.0004458
2023-04-29 18:37:33,714 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 18:37:43,418 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 18:37:52,021 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 92 valid]:
MRR: Tail : 0.27113, Head : 0.24133, Avg : 0.25623
2023-04-29 18:37:54,187 - testrun_aa7a0f8d - [INFO] - [Epoch 92]: Training Loss: 0.00044585, Valid MRR: 0.25623,
2023-04-29 18:37:55,320 - testrun_aa7a0f8d - [INFO] - [E:93| 0]: Train Loss:0.00041647, Val MRR:0.25623, testrun_aa7a0f8d
2023-04-29 18:39:49,767 - testrun_aa7a0f8d - [INFO] - [E:93| 100]: Train Loss:0.00044469, Val MRR:0.25623, testrun_aa7a0f8d
2023-04-29 18:41:42,641 - testrun_aa7a0f8d - [INFO] - [E:93| 200]: Train Loss:0.00044062, Val MRR:0.25623, testrun_aa7a0f8d
2023-04-29 18:43:36,177 - testrun_aa7a0f8d - [INFO] - [E:93| 300]: Train Loss:0.0004416, Val MRR:0.25623, testrun_aa7a0f8d
2023-04-29 18:45:29,376 - testrun_aa7a0f8d - [INFO] - [E:93| 400]: Train Loss:0.00044271, Val MRR:0.25623, testrun_aa7a0f8d
2023-04-29 18:47:22,986 - testrun_aa7a0f8d - [INFO] - [E:93| 500]: Train Loss:0.00044239, Val MRR:0.25623, testrun_aa7a0f8d
2023-04-29 18:49:16,763 - testrun_aa7a0f8d - [INFO] - [E:93| 600]: Train Loss:0.00044271, Val MRR:0.25623, testrun_aa7a0f8d
2023-04-29 18:51:15,519 - testrun_aa7a0f8d - [INFO] - [E:93| 700]: Train Loss:0.00044343, Val MRR:0.25623, testrun_aa7a0f8d
2023-04-29 18:53:10,684 - testrun_aa7a0f8d - [INFO] - [E:93| 800]: Train Loss:0.00044351, Val MRR:0.25623, testrun_aa7a0f8d
2023-04-29 18:53:19,358 - testrun_aa7a0f8d - [INFO] - [Epoch:93]: Training Loss:0.0004435
2023-04-29 18:53:19,743 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 18:53:28,645 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 18:53:37,201 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 93 valid]:
MRR: Tail : 0.2769, Head : 0.24939, Avg : 0.26314
2023-04-29 18:53:39,350 - testrun_aa7a0f8d - [INFO] - [Epoch 93]: Training Loss: 0.00044351, Valid MRR: 0.26314,
2023-04-29 18:53:40,476 - testrun_aa7a0f8d - [INFO] - [E:94| 0]: Train Loss:0.00053385, Val MRR:0.26314, testrun_aa7a0f8d
2023-04-29 18:55:35,788 - testrun_aa7a0f8d - [INFO] - [E:94| 100]: Train Loss:0.00043846, Val MRR:0.26314, testrun_aa7a0f8d
2023-04-29 18:57:29,149 - testrun_aa7a0f8d - [INFO] - [E:94| 200]: Train Loss:0.00044018, Val MRR:0.26314, testrun_aa7a0f8d
2023-04-29 18:59:23,386 - testrun_aa7a0f8d - [INFO] - [E:94| 300]: Train Loss:0.00044164, Val MRR:0.26314, testrun_aa7a0f8d
2023-04-29 19:01:16,186 - testrun_aa7a0f8d - [INFO] - [E:94| 400]: Train Loss:0.00044094, Val MRR:0.26314, testrun_aa7a0f8d
2023-04-29 19:03:09,562 - testrun_aa7a0f8d - [INFO] - [E:94| 500]: Train Loss:0.00044121, Val MRR:0.26314, testrun_aa7a0f8d
2023-04-29 19:05:03,786 - testrun_aa7a0f8d - [INFO] - [E:94| 600]: Train Loss:0.00044084, Val MRR:0.26314, testrun_aa7a0f8d
2023-04-29 19:06:58,460 - testrun_aa7a0f8d - [INFO] - [E:94| 700]: Train Loss:0.00044128, Val MRR:0.26314, testrun_aa7a0f8d
2023-04-29 19:08:54,483 - testrun_aa7a0f8d - [INFO] - [E:94| 800]: Train Loss:0.00044122, Val MRR:0.26314, testrun_aa7a0f8d
2023-04-29 19:09:03,237 - testrun_aa7a0f8d - [INFO] - [Epoch:94]: Training Loss:0.0004413
2023-04-29 19:09:03,615 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 19:09:12,866 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 19:09:21,424 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 94 valid]:
MRR: Tail : 0.28407, Head : 0.25309, Avg : 0.26858
2023-04-29 19:09:23,560 - testrun_aa7a0f8d - [INFO] - [Epoch 94]: Training Loss: 0.00044127, Valid MRR: 0.26858,
2023-04-29 19:09:24,714 - testrun_aa7a0f8d - [INFO] - [E:95| 0]: Train Loss:0.0004138, Val MRR:0.26858, testrun_aa7a0f8d
2023-04-29 19:11:19,942 - testrun_aa7a0f8d - [INFO] - [E:95| 100]: Train Loss:0.00043622, Val MRR:0.26858, testrun_aa7a0f8d
2023-04-29 19:13:13,162 - testrun_aa7a0f8d - [INFO] - [E:95| 200]: Train Loss:0.00043653, Val MRR:0.26858, testrun_aa7a0f8d
2023-04-29 19:15:07,087 - testrun_aa7a0f8d - [INFO] - [E:95| 300]: Train Loss:0.00043651, Val MRR:0.26858, testrun_aa7a0f8d
2023-04-29 19:17:00,117 - testrun_aa7a0f8d - [INFO] - [E:95| 400]: Train Loss:0.00043706, Val MRR:0.26858, testrun_aa7a0f8d
2023-04-29 19:18:54,354 - testrun_aa7a0f8d - [INFO] - [E:95| 500]: Train Loss:0.00043789, Val MRR:0.26858, testrun_aa7a0f8d
2023-04-29 19:20:48,952 - testrun_aa7a0f8d - [INFO] - [E:95| 600]: Train Loss:0.00043854, Val MRR:0.26858, testrun_aa7a0f8d
2023-04-29 19:22:41,826 - testrun_aa7a0f8d - [INFO] - [E:95| 700]: Train Loss:0.00043854, Val MRR:0.26858, testrun_aa7a0f8d
2023-04-29 19:24:36,275 - testrun_aa7a0f8d - [INFO] - [E:95| 800]: Train Loss:0.00043895, Val MRR:0.26858, testrun_aa7a0f8d
2023-04-29 19:24:46,407 - testrun_aa7a0f8d - [INFO] - [Epoch:95]: Training Loss:0.000439
2023-04-29 19:24:46,804 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 19:24:56,121 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 19:25:05,091 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 95 valid]:
MRR: Tail : 0.28824, Head : 0.25571, Avg : 0.27198
2023-04-29 19:25:07,406 - testrun_aa7a0f8d - [INFO] - [Epoch 95]: Training Loss: 0.00043898, Valid MRR: 0.27198,
2023-04-29 19:25:08,549 - testrun_aa7a0f8d - [INFO] - [E:96| 0]: Train Loss:0.00044896, Val MRR:0.27198, testrun_aa7a0f8d
2023-04-29 19:27:04,734 - testrun_aa7a0f8d - [INFO] - [E:96| 100]: Train Loss:0.00043562, Val MRR:0.27198, testrun_aa7a0f8d
2023-04-29 19:28:58,412 - testrun_aa7a0f8d - [INFO] - [E:96| 200]: Train Loss:0.00043655, Val MRR:0.27198, testrun_aa7a0f8d
2023-04-29 19:30:52,360 - testrun_aa7a0f8d - [INFO] - [E:96| 300]: Train Loss:0.00043615, Val MRR:0.27198, testrun_aa7a0f8d
2023-04-29 19:32:47,421 - testrun_aa7a0f8d - [INFO] - [E:96| 400]: Train Loss:0.0004356, Val MRR:0.27198, testrun_aa7a0f8d
2023-04-29 19:34:40,702 - testrun_aa7a0f8d - [INFO] - [E:96| 500]: Train Loss:0.00043726, Val MRR:0.27198, testrun_aa7a0f8d
2023-04-29 19:36:37,420 - testrun_aa7a0f8d - [INFO] - [E:96| 600]: Train Loss:0.00043756, Val MRR:0.27198, testrun_aa7a0f8d
2023-04-29 19:38:30,951 - testrun_aa7a0f8d - [INFO] - [E:96| 700]: Train Loss:0.00043696, Val MRR:0.27198, testrun_aa7a0f8d
2023-04-29 19:40:28,770 - testrun_aa7a0f8d - [INFO] - [E:96| 800]: Train Loss:0.00043718, Val MRR:0.27198, testrun_aa7a0f8d
2023-04-29 19:40:37,492 - testrun_aa7a0f8d - [INFO] - [Epoch:96]: Training Loss:0.0004372
2023-04-29 19:40:37,870 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 19:40:46,790 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 19:40:55,370 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 96 valid]:
MRR: Tail : 0.28655, Head : 0.25883, Avg : 0.27269
2023-04-29 19:40:57,588 - testrun_aa7a0f8d - [INFO] - [Epoch 96]: Training Loss: 0.00043725, Valid MRR: 0.27269,
2023-04-29 19:40:58,764 - testrun_aa7a0f8d - [INFO] - [E:97| 0]: Train Loss:0.00041784, Val MRR:0.27269, testrun_aa7a0f8d
2023-04-29 19:42:56,641 - testrun_aa7a0f8d - [INFO] - [E:97| 100]: Train Loss:0.00043055, Val MRR:0.27269, testrun_aa7a0f8d
2023-04-29 19:44:49,521 - testrun_aa7a0f8d - [INFO] - [E:97| 200]: Train Loss:0.00043351, Val MRR:0.27269, testrun_aa7a0f8d
2023-04-29 19:46:43,645 - testrun_aa7a0f8d - [INFO] - [E:97| 300]: Train Loss:0.00043492, Val MRR:0.27269, testrun_aa7a0f8d
2023-04-29 19:48:37,577 - testrun_aa7a0f8d - [INFO] - [E:97| 400]: Train Loss:0.00043442, Val MRR:0.27269, testrun_aa7a0f8d
2023-04-29 19:50:31,545 - testrun_aa7a0f8d - [INFO] - [E:97| 500]: Train Loss:0.00043367, Val MRR:0.27269, testrun_aa7a0f8d
2023-04-29 19:52:25,131 - testrun_aa7a0f8d - [INFO] - [E:97| 600]: Train Loss:0.00043369, Val MRR:0.27269, testrun_aa7a0f8d
2023-04-29 19:54:20,212 - testrun_aa7a0f8d - [INFO] - [E:97| 700]: Train Loss:0.00043456, Val MRR:0.27269, testrun_aa7a0f8d
2023-04-29 19:56:15,049 - testrun_aa7a0f8d - [INFO] - [E:97| 800]: Train Loss:0.00043432, Val MRR:0.27269, testrun_aa7a0f8d
2023-04-29 19:56:23,669 - testrun_aa7a0f8d - [INFO] - [Epoch:97]: Training Loss:0.0004346
2023-04-29 19:56:24,047 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 19:56:32,956 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 19:56:41,562 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 97 valid]:
MRR: Tail : 0.29408, Head : 0.26281, Avg : 0.27844
2023-04-29 19:56:43,754 - testrun_aa7a0f8d - [INFO] - [Epoch 97]: Training Loss: 0.00043457, Valid MRR: 0.27844,
2023-04-29 19:56:44,882 - testrun_aa7a0f8d - [INFO] - [E:98| 0]: Train Loss:0.00042236, Val MRR:0.27844, testrun_aa7a0f8d
2023-04-29 19:58:37,719 - testrun_aa7a0f8d - [INFO] - [E:98| 100]: Train Loss:0.00043061, Val MRR:0.27844, testrun_aa7a0f8d
2023-04-29 20:00:34,117 - testrun_aa7a0f8d - [INFO] - [E:98| 200]: Train Loss:0.00043208, Val MRR:0.27844, testrun_aa7a0f8d
2023-04-29 20:02:29,971 - testrun_aa7a0f8d - [INFO] - [E:98| 300]: Train Loss:0.00043312, Val MRR:0.27844, testrun_aa7a0f8d
2023-04-29 20:04:23,225 - testrun_aa7a0f8d - [INFO] - [E:98| 400]: Train Loss:0.00043298, Val MRR:0.27844, testrun_aa7a0f8d
2023-04-29 20:06:17,516 - testrun_aa7a0f8d - [INFO] - [E:98| 500]: Train Loss:0.00043266, Val MRR:0.27844, testrun_aa7a0f8d
2023-04-29 20:08:10,901 - testrun_aa7a0f8d - [INFO] - [E:98| 600]: Train Loss:0.00043205, Val MRR:0.27844, testrun_aa7a0f8d
2023-04-29 20:10:04,222 - testrun_aa7a0f8d - [INFO] - [E:98| 700]: Train Loss:0.00043236, Val MRR:0.27844, testrun_aa7a0f8d
2023-04-29 20:11:59,478 - testrun_aa7a0f8d - [INFO] - [E:98| 800]: Train Loss:0.00043241, Val MRR:0.27844, testrun_aa7a0f8d
2023-04-29 20:12:08,245 - testrun_aa7a0f8d - [INFO] - [Epoch:98]: Training Loss:0.0004323
2023-04-29 20:12:08,624 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 20:12:17,526 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 20:12:26,236 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 98 valid]:
MRR: Tail : 0.30105, Head : 0.27044, Avg : 0.28574
2023-04-29 20:12:28,466 - testrun_aa7a0f8d - [INFO] - [Epoch 98]: Training Loss: 0.00043227, Valid MRR: 0.28574,
2023-04-29 20:12:29,597 - testrun_aa7a0f8d - [INFO] - [E:99| 0]: Train Loss:0.00043572, Val MRR:0.28574, testrun_aa7a0f8d
2023-04-29 20:14:22,589 - testrun_aa7a0f8d - [INFO] - [E:99| 100]: Train Loss:0.00042597, Val MRR:0.28574, testrun_aa7a0f8d
2023-04-29 20:16:19,125 - testrun_aa7a0f8d - [INFO] - [E:99| 200]: Train Loss:0.00042786, Val MRR:0.28574, testrun_aa7a0f8d
2023-04-29 20:18:13,561 - testrun_aa7a0f8d - [INFO] - [E:99| 300]: Train Loss:0.00042714, Val MRR:0.28574, testrun_aa7a0f8d
2023-04-29 20:20:07,230 - testrun_aa7a0f8d - [INFO] - [E:99| 400]: Train Loss:0.00042809, Val MRR:0.28574, testrun_aa7a0f8d
2023-04-29 20:22:00,127 - testrun_aa7a0f8d - [INFO] - [E:99| 500]: Train Loss:0.00042878, Val MRR:0.28574, testrun_aa7a0f8d
2023-04-29 20:23:53,974 - testrun_aa7a0f8d - [INFO] - [E:99| 600]: Train Loss:0.00042945, Val MRR:0.28574, testrun_aa7a0f8d
2023-04-29 20:25:46,769 - testrun_aa7a0f8d - [INFO] - [E:99| 700]: Train Loss:0.00043015, Val MRR:0.28574, testrun_aa7a0f8d
2023-04-29 20:27:43,419 - testrun_aa7a0f8d - [INFO] - [E:99| 800]: Train Loss:0.00043052, Val MRR:0.28574, testrun_aa7a0f8d
2023-04-29 20:27:52,051 - testrun_aa7a0f8d - [INFO] - [Epoch:99]: Training Loss:0.0004304
2023-04-29 20:27:52,431 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 20:28:01,326 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 20:28:10,070 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 99 valid]:
MRR: Tail : 0.30329, Head : 0.27323, Avg : 0.28826
MR: Tail : 4971.1, Head : 5535.2, Avg : 5253.1
Hit-1: Tail : 0.25379, Head : 0.22973, Avg : 0.24176
Hit-3: Tail : 0.32597, Head : 0.29038, Avg : 0.30817
Hit-10: Tail : 0.3886, Head : 0.35432, Avg : 0.37146
2023-04-29 20:28:12,226 - testrun_aa7a0f8d - [INFO] - [Epoch 99]: Training Loss: 0.00043039, Valid MRR: 0.28826,
2023-04-29 20:28:13,386 - testrun_aa7a0f8d - [INFO] - [E:100| 0]: Train Loss:0.00040972, Val MRR:0.28826, testrun_aa7a0f8d
2023-04-29 20:30:06,516 - testrun_aa7a0f8d - [INFO] - [E:100| 100]: Train Loss:0.00042614, Val MRR:0.28826, testrun_aa7a0f8d
2023-04-29 20:31:59,463 - testrun_aa7a0f8d - [INFO] - [E:100| 200]: Train Loss:0.0004265, Val MRR:0.28826, testrun_aa7a0f8d
2023-04-29 20:33:55,863 - testrun_aa7a0f8d - [INFO] - [E:100| 300]: Train Loss:0.00042771, Val MRR:0.28826, testrun_aa7a0f8d
2023-04-29 20:35:49,678 - testrun_aa7a0f8d - [INFO] - [E:100| 400]: Train Loss:0.00042716, Val MRR:0.28826, testrun_aa7a0f8d
2023-04-29 20:37:43,636 - testrun_aa7a0f8d - [INFO] - [E:100| 500]: Train Loss:0.0004273, Val MRR:0.28826, testrun_aa7a0f8d
2023-04-29 20:39:37,911 - testrun_aa7a0f8d - [INFO] - [E:100| 600]: Train Loss:0.00042776, Val MRR:0.28826, testrun_aa7a0f8d
2023-04-29 20:41:31,427 - testrun_aa7a0f8d - [INFO] - [E:100| 700]: Train Loss:0.00042773, Val MRR:0.28826, testrun_aa7a0f8d
2023-04-29 20:43:28,441 - testrun_aa7a0f8d - [INFO] - [E:100| 800]: Train Loss:0.00042805, Val MRR:0.28826, testrun_aa7a0f8d
2023-04-29 20:43:37,128 - testrun_aa7a0f8d - [INFO] - [Epoch:100]: Training Loss:0.000428
2023-04-29 20:43:37,507 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 20:43:46,428 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 20:43:55,016 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 100 valid]:
MRR: Tail : 0.30985, Head : 0.28022, Avg : 0.29503
2023-04-29 20:43:57,206 - testrun_aa7a0f8d - [INFO] - [Epoch 100]: Training Loss: 0.00042798, Valid MRR: 0.29503,
2023-04-29 20:43:58,337 - testrun_aa7a0f8d - [INFO] - [E:101| 0]: Train Loss:0.00045794, Val MRR:0.29503, testrun_aa7a0f8d
2023-04-29 20:45:51,037 - testrun_aa7a0f8d - [INFO] - [E:101| 100]: Train Loss:0.00042509, Val MRR:0.29503, testrun_aa7a0f8d
2023-04-29 20:47:43,615 - testrun_aa7a0f8d - [INFO] - [E:101| 200]: Train Loss:0.00042472, Val MRR:0.29503, testrun_aa7a0f8d
2023-04-29 20:49:39,563 - testrun_aa7a0f8d - [INFO] - [E:101| 300]: Train Loss:0.00042585, Val MRR:0.29503, testrun_aa7a0f8d
2023-04-29 20:51:37,147 - testrun_aa7a0f8d - [INFO] - [E:101| 400]: Train Loss:0.00042552, Val MRR:0.29503, testrun_aa7a0f8d
2023-04-29 20:53:31,004 - testrun_aa7a0f8d - [INFO] - [E:101| 500]: Train Loss:0.00042658, Val MRR:0.29503, testrun_aa7a0f8d
2023-04-29 20:55:26,383 - testrun_aa7a0f8d - [INFO] - [E:101| 600]: Train Loss:0.00042694, Val MRR:0.29503, testrun_aa7a0f8d
2023-04-29 20:57:25,352 - testrun_aa7a0f8d - [INFO] - [E:101| 700]: Train Loss:0.0004261, Val MRR:0.29503, testrun_aa7a0f8d
2023-04-29 20:59:19,573 - testrun_aa7a0f8d - [INFO] - [E:101| 800]: Train Loss:0.00042584, Val MRR:0.29503, testrun_aa7a0f8d
2023-04-29 20:59:28,261 - testrun_aa7a0f8d - [INFO] - [Epoch:101]: Training Loss:0.0004258
2023-04-29 20:59:28,638 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 20:59:37,653 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 20:59:46,212 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 101 valid]:
MRR: Tail : 0.31374, Head : 0.27816, Avg : 0.29595
2023-04-29 20:59:48,423 - testrun_aa7a0f8d - [INFO] - [Epoch 101]: Training Loss: 0.00042579, Valid MRR: 0.29595,
2023-04-29 20:59:49,557 - testrun_aa7a0f8d - [INFO] - [E:102| 0]: Train Loss:0.00040399, Val MRR:0.29595, testrun_aa7a0f8d
2023-04-29 21:01:45,285 - testrun_aa7a0f8d - [INFO] - [E:102| 100]: Train Loss:0.00042558, Val MRR:0.29595, testrun_aa7a0f8d
2023-04-29 21:03:38,021 - testrun_aa7a0f8d - [INFO] - [E:102| 200]: Train Loss:0.00042302, Val MRR:0.29595, testrun_aa7a0f8d
2023-04-29 21:05:31,252 - testrun_aa7a0f8d - [INFO] - [E:102| 300]: Train Loss:0.00042238, Val MRR:0.29595, testrun_aa7a0f8d
2023-04-29 21:07:25,782 - testrun_aa7a0f8d - [INFO] - [E:102| 400]: Train Loss:0.00042256, Val MRR:0.29595, testrun_aa7a0f8d
2023-04-29 21:09:21,557 - testrun_aa7a0f8d - [INFO] - [E:102| 500]: Train Loss:0.00042303, Val MRR:0.29595, testrun_aa7a0f8d
2023-04-29 21:11:18,298 - testrun_aa7a0f8d - [INFO] - [E:102| 600]: Train Loss:0.0004235, Val MRR:0.29595, testrun_aa7a0f8d
2023-04-29 21:13:13,227 - testrun_aa7a0f8d - [INFO] - [E:102| 700]: Train Loss:0.00042355, Val MRR:0.29595, testrun_aa7a0f8d
2023-04-29 21:15:06,245 - testrun_aa7a0f8d - [INFO] - [E:102| 800]: Train Loss:0.00042415, Val MRR:0.29595, testrun_aa7a0f8d
2023-04-29 21:15:14,870 - testrun_aa7a0f8d - [INFO] - [Epoch:102]: Training Loss:0.0004242
2023-04-29 21:15:15,248 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 21:15:24,163 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 21:15:32,726 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 102 valid]:
MRR: Tail : 0.31525, Head : 0.28199, Avg : 0.29862
2023-04-29 21:15:34,974 - testrun_aa7a0f8d - [INFO] - [Epoch 102]: Training Loss: 0.00042419, Valid MRR: 0.29862,
2023-04-29 21:15:36,099 - testrun_aa7a0f8d - [INFO] - [E:103| 0]: Train Loss:0.00039576, Val MRR:0.29862, testrun_aa7a0f8d
2023-04-29 21:17:29,199 - testrun_aa7a0f8d - [INFO] - [E:103| 100]: Train Loss:0.00042193, Val MRR:0.29862, testrun_aa7a0f8d
2023-04-29 21:19:21,728 - testrun_aa7a0f8d - [INFO] - [E:103| 200]: Train Loss:0.00042215, Val MRR:0.29862, testrun_aa7a0f8d
2023-04-29 21:21:16,249 - testrun_aa7a0f8d - [INFO] - [E:103| 300]: Train Loss:0.00042165, Val MRR:0.29862, testrun_aa7a0f8d
2023-04-29 21:23:09,949 - testrun_aa7a0f8d - [INFO] - [E:103| 400]: Train Loss:0.00042248, Val MRR:0.29862, testrun_aa7a0f8d
2023-04-29 21:25:05,265 - testrun_aa7a0f8d - [INFO] - [E:103| 500]: Train Loss:0.00042269, Val MRR:0.29862, testrun_aa7a0f8d
2023-04-29 21:27:00,330 - testrun_aa7a0f8d - [INFO] - [E:103| 600]: Train Loss:0.00042251, Val MRR:0.29862, testrun_aa7a0f8d
2023-04-29 21:28:55,907 - testrun_aa7a0f8d - [INFO] - [E:103| 700]: Train Loss:0.00042205, Val MRR:0.29862, testrun_aa7a0f8d
2023-04-29 21:30:50,730 - testrun_aa7a0f8d - [INFO] - [E:103| 800]: Train Loss:0.00042201, Val MRR:0.29862, testrun_aa7a0f8d
2023-04-29 21:30:59,395 - testrun_aa7a0f8d - [INFO] - [Epoch:103]: Training Loss:0.000422
2023-04-29 21:30:59,775 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 21:31:08,676 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 21:31:17,242 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 103 valid]:
MRR: Tail : 0.31976, Head : 0.28426, Avg : 0.30201
2023-04-29 21:31:19,503 - testrun_aa7a0f8d - [INFO] - [Epoch 103]: Training Loss: 0.00042202, Valid MRR: 0.30201,
2023-04-29 21:31:20,634 - testrun_aa7a0f8d - [INFO] - [E:104| 0]: Train Loss:0.00047589, Val MRR:0.30201, testrun_aa7a0f8d
2023-04-29 21:33:13,931 - testrun_aa7a0f8d - [INFO] - [E:104| 100]: Train Loss:0.00041756, Val MRR:0.30201, testrun_aa7a0f8d
2023-04-29 21:35:06,723 - testrun_aa7a0f8d - [INFO] - [E:104| 200]: Train Loss:0.00041811, Val MRR:0.30201, testrun_aa7a0f8d
2023-04-29 21:37:00,231 - testrun_aa7a0f8d - [INFO] - [E:104| 300]: Train Loss:0.00041844, Val MRR:0.30201, testrun_aa7a0f8d
2023-04-29 21:38:53,725 - testrun_aa7a0f8d - [INFO] - [E:104| 400]: Train Loss:0.0004194, Val MRR:0.30201, testrun_aa7a0f8d
2023-04-29 21:40:47,838 - testrun_aa7a0f8d - [INFO] - [E:104| 500]: Train Loss:0.00042, Val MRR:0.30201, testrun_aa7a0f8d
2023-04-29 21:42:43,423 - testrun_aa7a0f8d - [INFO] - [E:104| 600]: Train Loss:0.00042013, Val MRR:0.30201, testrun_aa7a0f8d
2023-04-29 21:44:39,998 - testrun_aa7a0f8d - [INFO] - [E:104| 700]: Train Loss:0.00042034, Val MRR:0.30201, testrun_aa7a0f8d
2023-04-29 21:46:34,370 - testrun_aa7a0f8d - [INFO] - [E:104| 800]: Train Loss:0.00042053, Val MRR:0.30201, testrun_aa7a0f8d
2023-04-29 21:46:43,001 - testrun_aa7a0f8d - [INFO] - [Epoch:104]: Training Loss:0.0004205
2023-04-29 21:46:43,379 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 21:46:52,402 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 21:47:00,970 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 104 valid]:
MRR: Tail : 0.32457, Head : 0.29434, Avg : 0.30945
2023-04-29 21:47:03,092 - testrun_aa7a0f8d - [INFO] - [Epoch 104]: Training Loss: 0.00042054, Valid MRR: 0.30945,
2023-04-29 21:47:04,219 - testrun_aa7a0f8d - [INFO] - [E:105| 0]: Train Loss:0.00041397, Val MRR:0.30945, testrun_aa7a0f8d
2023-04-29 21:48:57,058 - testrun_aa7a0f8d - [INFO] - [E:105| 100]: Train Loss:0.00041884, Val MRR:0.30945, testrun_aa7a0f8d
2023-04-29 21:50:51,186 - testrun_aa7a0f8d - [INFO] - [E:105| 200]: Train Loss:0.00041715, Val MRR:0.30945, testrun_aa7a0f8d
2023-04-29 21:52:44,139 - testrun_aa7a0f8d - [INFO] - [E:105| 300]: Train Loss:0.00041816, Val MRR:0.30945, testrun_aa7a0f8d
2023-04-29 21:54:37,707 - testrun_aa7a0f8d - [INFO] - [E:105| 400]: Train Loss:0.00041876, Val MRR:0.30945, testrun_aa7a0f8d
2023-04-29 21:56:31,214 - testrun_aa7a0f8d - [INFO] - [E:105| 500]: Train Loss:0.00041803, Val MRR:0.30945, testrun_aa7a0f8d
2023-04-29 21:58:24,566 - testrun_aa7a0f8d - [INFO] - [E:105| 600]: Train Loss:0.00041836, Val MRR:0.30945, testrun_aa7a0f8d
2023-04-29 22:00:23,378 - testrun_aa7a0f8d - [INFO] - [E:105| 700]: Train Loss:0.00041852, Val MRR:0.30945, testrun_aa7a0f8d
2023-04-29 22:02:17,401 - testrun_aa7a0f8d - [INFO] - [E:105| 800]: Train Loss:0.00041857, Val MRR:0.30945, testrun_aa7a0f8d
2023-04-29 22:02:26,156 - testrun_aa7a0f8d - [INFO] - [Epoch:105]: Training Loss:0.0004186
2023-04-29 22:02:26,534 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 22:02:35,476 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 22:02:44,025 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 105 valid]:
MRR: Tail : 0.33133, Head : 0.29832, Avg : 0.31482
2023-04-29 22:02:46,162 - testrun_aa7a0f8d - [INFO] - [Epoch 105]: Training Loss: 0.00041857, Valid MRR: 0.31482,
2023-04-29 22:02:47,297 - testrun_aa7a0f8d - [INFO] - [E:106| 0]: Train Loss:0.00039835, Val MRR:0.31482, testrun_aa7a0f8d
2023-04-29 22:04:41,463 - testrun_aa7a0f8d - [INFO] - [E:106| 100]: Train Loss:0.00041232, Val MRR:0.31482, testrun_aa7a0f8d
2023-04-29 22:06:35,867 - testrun_aa7a0f8d - [INFO] - [E:106| 200]: Train Loss:0.00041379, Val MRR:0.31482, testrun_aa7a0f8d
2023-04-29 22:08:29,463 - testrun_aa7a0f8d - [INFO] - [E:106| 300]: Train Loss:0.00041526, Val MRR:0.31482, testrun_aa7a0f8d
2023-04-29 22:10:23,354 - testrun_aa7a0f8d - [INFO] - [E:106| 400]: Train Loss:0.00041645, Val MRR:0.31482, testrun_aa7a0f8d
2023-04-29 22:12:16,946 - testrun_aa7a0f8d - [INFO] - [E:106| 500]: Train Loss:0.00041679, Val MRR:0.31482, testrun_aa7a0f8d
2023-04-29 22:14:14,622 - testrun_aa7a0f8d - [INFO] - [E:106| 600]: Train Loss:0.00041695, Val MRR:0.31482, testrun_aa7a0f8d
2023-04-29 22:16:10,139 - testrun_aa7a0f8d - [INFO] - [E:106| 700]: Train Loss:0.00041649, Val MRR:0.31482, testrun_aa7a0f8d
2023-04-29 22:18:03,870 - testrun_aa7a0f8d - [INFO] - [E:106| 800]: Train Loss:0.00041662, Val MRR:0.31482, testrun_aa7a0f8d
2023-04-29 22:18:12,492 - testrun_aa7a0f8d - [INFO] - [Epoch:106]: Training Loss:0.0004166
2023-04-29 22:18:12,871 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 22:18:21,919 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 22:18:30,478 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 106 valid]:
MRR: Tail : 0.33229, Head : 0.29613, Avg : 0.31421
2023-04-29 22:18:30,478 - testrun_aa7a0f8d - [INFO] - [Epoch 106]: Training Loss: 0.00041656, Valid MRR: 0.31482,
2023-04-29 22:18:31,609 - testrun_aa7a0f8d - [INFO] - [E:107| 0]: Train Loss:0.00045435, Val MRR:0.31482, testrun_aa7a0f8d
2023-04-29 22:20:26,578 - testrun_aa7a0f8d - [INFO] - [E:107| 100]: Train Loss:0.00041491, Val MRR:0.31482, testrun_aa7a0f8d
2023-04-29 22:22:20,109 - testrun_aa7a0f8d - [INFO] - [E:107| 200]: Train Loss:0.00041378, Val MRR:0.31482, testrun_aa7a0f8d
2023-04-29 22:24:15,228 - testrun_aa7a0f8d - [INFO] - [E:107| 300]: Train Loss:0.0004141, Val MRR:0.31482, testrun_aa7a0f8d
2023-04-29 22:26:08,428 - testrun_aa7a0f8d - [INFO] - [E:107| 400]: Train Loss:0.00041358, Val MRR:0.31482, testrun_aa7a0f8d
2023-04-29 22:28:01,026 - testrun_aa7a0f8d - [INFO] - [E:107| 500]: Train Loss:0.00041371, Val MRR:0.31482, testrun_aa7a0f8d
2023-04-29 22:29:58,369 - testrun_aa7a0f8d - [INFO] - [E:107| 600]: Train Loss:0.0004141, Val MRR:0.31482, testrun_aa7a0f8d
2023-04-29 22:31:51,333 - testrun_aa7a0f8d - [INFO] - [E:107| 700]: Train Loss:0.00041435, Val MRR:0.31482, testrun_aa7a0f8d
2023-04-29 22:33:47,017 - testrun_aa7a0f8d - [INFO] - [E:107| 800]: Train Loss:0.0004147, Val MRR:0.31482, testrun_aa7a0f8d
2023-04-29 22:33:55,673 - testrun_aa7a0f8d - [INFO] - [Epoch:107]: Training Loss:0.0004147
2023-04-29 22:33:56,051 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 22:34:04,975 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 22:34:13,533 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 107 valid]:
MRR: Tail : 0.33552, Head : 0.30191, Avg : 0.31871
2023-04-29 22:34:15,737 - testrun_aa7a0f8d - [INFO] - [Epoch 107]: Training Loss: 0.00041471, Valid MRR: 0.31871,
2023-04-29 22:34:16,863 - testrun_aa7a0f8d - [INFO] - [E:108| 0]: Train Loss:0.0003968, Val MRR:0.31871, testrun_aa7a0f8d
2023-04-29 22:36:10,860 - testrun_aa7a0f8d - [INFO] - [E:108| 100]: Train Loss:0.00041024, Val MRR:0.31871, testrun_aa7a0f8d
2023-04-29 22:38:06,342 - testrun_aa7a0f8d - [INFO] - [E:108| 200]: Train Loss:0.00041136, Val MRR:0.31871, testrun_aa7a0f8d
2023-04-29 22:39:59,379 - testrun_aa7a0f8d - [INFO] - [E:108| 300]: Train Loss:0.00041212, Val MRR:0.31871, testrun_aa7a0f8d
2023-04-29 22:41:52,400 - testrun_aa7a0f8d - [INFO] - [E:108| 400]: Train Loss:0.0004129, Val MRR:0.31871, testrun_aa7a0f8d
2023-04-29 22:43:46,443 - testrun_aa7a0f8d - [INFO] - [E:108| 500]: Train Loss:0.00041299, Val MRR:0.31871, testrun_aa7a0f8d
2023-04-29 22:45:43,703 - testrun_aa7a0f8d - [INFO] - [E:108| 600]: Train Loss:0.0004131, Val MRR:0.31871, testrun_aa7a0f8d
2023-04-29 22:47:38,009 - testrun_aa7a0f8d - [INFO] - [E:108| 700]: Train Loss:0.00041307, Val MRR:0.31871, testrun_aa7a0f8d
2023-04-29 22:49:32,155 - testrun_aa7a0f8d - [INFO] - [E:108| 800]: Train Loss:0.00041293, Val MRR:0.31871, testrun_aa7a0f8d
2023-04-29 22:49:40,811 - testrun_aa7a0f8d - [INFO] - [Epoch:108]: Training Loss:0.0004129
2023-04-29 22:49:41,188 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 22:49:50,119 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 22:49:58,679 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 108 valid]:
MRR: Tail : 0.33406, Head : 0.30251, Avg : 0.31829
2023-04-29 22:49:58,679 - testrun_aa7a0f8d - [INFO] - [Epoch 108]: Training Loss: 0.00041292, Valid MRR: 0.31871,
2023-04-29 22:49:59,808 - testrun_aa7a0f8d - [INFO] - [E:109| 0]: Train Loss:0.00041455, Val MRR:0.31871, testrun_aa7a0f8d
2023-04-29 22:51:56,253 - testrun_aa7a0f8d - [INFO] - [E:109| 100]: Train Loss:0.0004096, Val MRR:0.31871, testrun_aa7a0f8d
2023-04-29 22:53:51,319 - testrun_aa7a0f8d - [INFO] - [E:109| 200]: Train Loss:0.00040959, Val MRR:0.31871, testrun_aa7a0f8d
2023-04-29 22:55:46,251 - testrun_aa7a0f8d - [INFO] - [E:109| 300]: Train Loss:0.00041131, Val MRR:0.31871, testrun_aa7a0f8d
2023-04-29 22:57:41,025 - testrun_aa7a0f8d - [INFO] - [E:109| 400]: Train Loss:0.00041172, Val MRR:0.31871, testrun_aa7a0f8d
2023-04-29 22:59:33,745 - testrun_aa7a0f8d - [INFO] - [E:109| 500]: Train Loss:0.00041132, Val MRR:0.31871, testrun_aa7a0f8d
2023-04-29 23:01:29,189 - testrun_aa7a0f8d - [INFO] - [E:109| 600]: Train Loss:0.00041135, Val MRR:0.31871, testrun_aa7a0f8d
2023-04-29 23:03:23,092 - testrun_aa7a0f8d - [INFO] - [E:109| 700]: Train Loss:0.00041135, Val MRR:0.31871, testrun_aa7a0f8d
2023-04-29 23:05:16,373 - testrun_aa7a0f8d - [INFO] - [E:109| 800]: Train Loss:0.0004113, Val MRR:0.31871, testrun_aa7a0f8d
2023-04-29 23:05:25,223 - testrun_aa7a0f8d - [INFO] - [Epoch:109]: Training Loss:0.0004115
2023-04-29 23:05:25,601 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 23:05:34,506 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 23:05:43,117 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 109 valid]:
MRR: Tail : 0.342, Head : 0.31103, Avg : 0.32652
MR: Tail : 5049.4, Head : 5492.3, Avg : 5270.8
Hit-1: Tail : 0.29334, Head : 0.26796, Avg : 0.28065
Hit-3: Tail : 0.36783, Head : 0.32795, Avg : 0.34789
Hit-10: Tail : 0.4265, Head : 0.39222, Avg : 0.40936
2023-04-29 23:05:45,258 - testrun_aa7a0f8d - [INFO] - [Epoch 109]: Training Loss: 0.00041147, Valid MRR: 0.32652,
2023-04-29 23:05:46,387 - testrun_aa7a0f8d - [INFO] - [E:110| 0]: Train Loss:0.00039699, Val MRR:0.32652, testrun_aa7a0f8d
2023-04-29 23:07:40,880 - testrun_aa7a0f8d - [INFO] - [E:110| 100]: Train Loss:0.00040792, Val MRR:0.32652, testrun_aa7a0f8d
2023-04-29 23:09:34,558 - testrun_aa7a0f8d - [INFO] - [E:110| 200]: Train Loss:0.00041, Val MRR:0.32652, testrun_aa7a0f8d
2023-04-29 23:11:30,410 - testrun_aa7a0f8d - [INFO] - [E:110| 300]: Train Loss:0.0004093, Val MRR:0.32652, testrun_aa7a0f8d
2023-04-29 23:13:23,761 - testrun_aa7a0f8d - [INFO] - [E:110| 400]: Train Loss:0.00040892, Val MRR:0.32652, testrun_aa7a0f8d
2023-04-29 23:15:16,499 - testrun_aa7a0f8d - [INFO] - [E:110| 500]: Train Loss:0.00040872, Val MRR:0.32652, testrun_aa7a0f8d
2023-04-29 23:17:13,252 - testrun_aa7a0f8d - [INFO] - [E:110| 600]: Train Loss:0.00040886, Val MRR:0.32652, testrun_aa7a0f8d
2023-04-29 23:19:06,899 - testrun_aa7a0f8d - [INFO] - [E:110| 700]: Train Loss:0.00040986, Val MRR:0.32652, testrun_aa7a0f8d
2023-04-29 23:21:00,519 - testrun_aa7a0f8d - [INFO] - [E:110| 800]: Train Loss:0.00040982, Val MRR:0.32652, testrun_aa7a0f8d
2023-04-29 23:21:09,168 - testrun_aa7a0f8d - [INFO] - [Epoch:110]: Training Loss:0.0004098
2023-04-29 23:21:09,546 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 23:21:18,848 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 23:21:27,559 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 110 valid]:
MRR: Tail : 0.34942, Head : 0.31408, Avg : 0.33175
2023-04-29 23:21:29,707 - testrun_aa7a0f8d - [INFO] - [Epoch 110]: Training Loss: 0.0004098, Valid MRR: 0.33175,
2023-04-29 23:21:30,835 - testrun_aa7a0f8d - [INFO] - [E:111| 0]: Train Loss:0.00045422, Val MRR:0.33175, testrun_aa7a0f8d
2023-04-29 23:23:25,966 - testrun_aa7a0f8d - [INFO] - [E:111| 100]: Train Loss:0.00040734, Val MRR:0.33175, testrun_aa7a0f8d
2023-04-29 23:25:23,738 - testrun_aa7a0f8d - [INFO] - [E:111| 200]: Train Loss:0.00040631, Val MRR:0.33175, testrun_aa7a0f8d
2023-04-29 23:27:16,581 - testrun_aa7a0f8d - [INFO] - [E:111| 300]: Train Loss:0.00040657, Val MRR:0.33175, testrun_aa7a0f8d
2023-04-29 23:29:10,157 - testrun_aa7a0f8d - [INFO] - [E:111| 400]: Train Loss:0.0004081, Val MRR:0.33175, testrun_aa7a0f8d
2023-04-29 23:31:07,738 - testrun_aa7a0f8d - [INFO] - [E:111| 500]: Train Loss:0.00040801, Val MRR:0.33175, testrun_aa7a0f8d
2023-04-29 23:33:00,444 - testrun_aa7a0f8d - [INFO] - [E:111| 600]: Train Loss:0.0004079, Val MRR:0.33175, testrun_aa7a0f8d
2023-04-29 23:34:53,260 - testrun_aa7a0f8d - [INFO] - [E:111| 700]: Train Loss:0.0004079, Val MRR:0.33175, testrun_aa7a0f8d
2023-04-29 23:36:47,075 - testrun_aa7a0f8d - [INFO] - [E:111| 800]: Train Loss:0.00040819, Val MRR:0.33175, testrun_aa7a0f8d
2023-04-29 23:36:55,702 - testrun_aa7a0f8d - [INFO] - [Epoch:111]: Training Loss:0.0004082
2023-04-29 23:36:56,080 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 23:37:04,988 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 23:37:13,582 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 111 valid]:
MRR: Tail : 0.35067, Head : 0.31615, Avg : 0.33341
2023-04-29 23:37:15,728 - testrun_aa7a0f8d - [INFO] - [Epoch 111]: Training Loss: 0.00040823, Valid MRR: 0.33341,
2023-04-29 23:37:16,862 - testrun_aa7a0f8d - [INFO] - [E:112| 0]: Train Loss:0.00040374, Val MRR:0.33341, testrun_aa7a0f8d
2023-04-29 23:39:09,806 - testrun_aa7a0f8d - [INFO] - [E:112| 100]: Train Loss:0.00040816, Val MRR:0.33341, testrun_aa7a0f8d
2023-04-29 23:41:02,743 - testrun_aa7a0f8d - [INFO] - [E:112| 200]: Train Loss:0.00040651, Val MRR:0.33341, testrun_aa7a0f8d
2023-04-29 23:42:58,947 - testrun_aa7a0f8d - [INFO] - [E:112| 300]: Train Loss:0.00040625, Val MRR:0.33341, testrun_aa7a0f8d
2023-04-29 23:44:52,167 - testrun_aa7a0f8d - [INFO] - [E:112| 400]: Train Loss:0.00040619, Val MRR:0.33341, testrun_aa7a0f8d
2023-04-29 23:46:49,601 - testrun_aa7a0f8d - [INFO] - [E:112| 500]: Train Loss:0.00040691, Val MRR:0.33341, testrun_aa7a0f8d
2023-04-29 23:48:44,487 - testrun_aa7a0f8d - [INFO] - [E:112| 600]: Train Loss:0.00040704, Val MRR:0.33341, testrun_aa7a0f8d
2023-04-29 23:50:39,004 - testrun_aa7a0f8d - [INFO] - [E:112| 700]: Train Loss:0.00040685, Val MRR:0.33341, testrun_aa7a0f8d
2023-04-29 23:52:32,276 - testrun_aa7a0f8d - [INFO] - [E:112| 800]: Train Loss:0.00040686, Val MRR:0.33341, testrun_aa7a0f8d
2023-04-29 23:52:40,894 - testrun_aa7a0f8d - [INFO] - [Epoch:112]: Training Loss:0.000407
2023-04-29 23:52:41,272 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-29 23:52:50,237 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-29 23:52:58,816 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 112 valid]:
MRR: Tail : 0.35445, Head : 0.31696, Avg : 0.3357
2023-04-29 23:53:02,945 - testrun_aa7a0f8d - [INFO] - [Epoch 112]: Training Loss: 0.00040696, Valid MRR: 0.3357,
2023-04-29 23:53:04,091 - testrun_aa7a0f8d - [INFO] - [E:113| 0]: Train Loss:0.00045344, Val MRR:0.3357, testrun_aa7a0f8d
2023-04-29 23:54:57,604 - testrun_aa7a0f8d - [INFO] - [E:113| 100]: Train Loss:0.00040564, Val MRR:0.3357, testrun_aa7a0f8d
2023-04-29 23:56:50,423 - testrun_aa7a0f8d - [INFO] - [E:113| 200]: Train Loss:0.00040437, Val MRR:0.3357, testrun_aa7a0f8d
2023-04-29 23:58:45,078 - testrun_aa7a0f8d - [INFO] - [E:113| 300]: Train Loss:0.00040441, Val MRR:0.3357, testrun_aa7a0f8d
2023-04-30 00:00:42,643 - testrun_aa7a0f8d - [INFO] - [E:113| 400]: Train Loss:0.00040448, Val MRR:0.3357, testrun_aa7a0f8d
2023-04-30 00:02:39,458 - testrun_aa7a0f8d - [INFO] - [E:113| 500]: Train Loss:0.00040492, Val MRR:0.3357, testrun_aa7a0f8d
2023-04-30 00:04:32,706 - testrun_aa7a0f8d - [INFO] - [E:113| 600]: Train Loss:0.00040485, Val MRR:0.3357, testrun_aa7a0f8d
2023-04-30 00:06:29,549 - testrun_aa7a0f8d - [INFO] - [E:113| 700]: Train Loss:0.00040495, Val MRR:0.3357, testrun_aa7a0f8d
2023-04-30 00:08:23,106 - testrun_aa7a0f8d - [INFO] - [E:113| 800]: Train Loss:0.00040519, Val MRR:0.3357, testrun_aa7a0f8d
2023-04-30 00:08:31,743 - testrun_aa7a0f8d - [INFO] - [Epoch:113]: Training Loss:0.0004052
2023-04-30 00:08:32,164 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 00:08:41,333 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 00:08:50,446 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 113 valid]:
MRR: Tail : 0.35769, Head : 0.32637, Avg : 0.34203
2023-04-30 00:08:52,553 - testrun_aa7a0f8d - [INFO] - [Epoch 113]: Training Loss: 0.00040517, Valid MRR: 0.34203,
2023-04-30 00:08:53,684 - testrun_aa7a0f8d - [INFO] - [E:114| 0]: Train Loss:0.00039251, Val MRR:0.34203, testrun_aa7a0f8d
2023-04-30 00:10:46,745 - testrun_aa7a0f8d - [INFO] - [E:114| 100]: Train Loss:0.00040171, Val MRR:0.34203, testrun_aa7a0f8d
2023-04-30 00:12:40,925 - testrun_aa7a0f8d - [INFO] - [E:114| 200]: Train Loss:0.00040372, Val MRR:0.34203, testrun_aa7a0f8d
2023-04-30 00:14:35,146 - testrun_aa7a0f8d - [INFO] - [E:114| 300]: Train Loss:0.00040319, Val MRR:0.34203, testrun_aa7a0f8d
2023-04-30 00:16:30,185 - testrun_aa7a0f8d - [INFO] - [E:114| 400]: Train Loss:0.00040346, Val MRR:0.34203, testrun_aa7a0f8d
2023-04-30 00:18:25,477 - testrun_aa7a0f8d - [INFO] - [E:114| 500]: Train Loss:0.00040371, Val MRR:0.34203, testrun_aa7a0f8d
2023-04-30 00:20:21,063 - testrun_aa7a0f8d - [INFO] - [E:114| 600]: Train Loss:0.00040407, Val MRR:0.34203, testrun_aa7a0f8d
2023-04-30 00:22:13,879 - testrun_aa7a0f8d - [INFO] - [E:114| 700]: Train Loss:0.00040384, Val MRR:0.34203, testrun_aa7a0f8d
2023-04-30 00:24:06,777 - testrun_aa7a0f8d - [INFO] - [E:114| 800]: Train Loss:0.00040357, Val MRR:0.34203, testrun_aa7a0f8d
2023-04-30 00:24:15,406 - testrun_aa7a0f8d - [INFO] - [Epoch:114]: Training Loss:0.0004036
2023-04-30 00:24:15,785 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 00:24:24,919 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 00:24:33,479 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 114 valid]:
MRR: Tail : 0.36166, Head : 0.32746, Avg : 0.34456
2023-04-30 00:24:35,651 - testrun_aa7a0f8d - [INFO] - [Epoch 114]: Training Loss: 0.00040357, Valid MRR: 0.34456,
2023-04-30 00:24:36,780 - testrun_aa7a0f8d - [INFO] - [E:115| 0]: Train Loss:0.00039853, Val MRR:0.34456, testrun_aa7a0f8d
2023-04-30 00:26:30,528 - testrun_aa7a0f8d - [INFO] - [E:115| 100]: Train Loss:0.0003988, Val MRR:0.34456, testrun_aa7a0f8d
2023-04-30 00:28:24,338 - testrun_aa7a0f8d - [INFO] - [E:115| 200]: Train Loss:0.00039998, Val MRR:0.34456, testrun_aa7a0f8d
2023-04-30 00:30:17,282 - testrun_aa7a0f8d - [INFO] - [E:115| 300]: Train Loss:0.00040133, Val MRR:0.34456, testrun_aa7a0f8d
2023-04-30 00:32:13,662 - testrun_aa7a0f8d - [INFO] - [E:115| 400]: Train Loss:0.00040247, Val MRR:0.34456, testrun_aa7a0f8d
2023-04-30 00:34:09,199 - testrun_aa7a0f8d - [INFO] - [E:115| 500]: Train Loss:0.00040264, Val MRR:0.34456, testrun_aa7a0f8d
2023-04-30 00:36:02,115 - testrun_aa7a0f8d - [INFO] - [E:115| 600]: Train Loss:0.00040235, Val MRR:0.34456, testrun_aa7a0f8d
2023-04-30 00:37:54,877 - testrun_aa7a0f8d - [INFO] - [E:115| 700]: Train Loss:0.00040226, Val MRR:0.34456, testrun_aa7a0f8d
2023-04-30 00:39:49,531 - testrun_aa7a0f8d - [INFO] - [E:115| 800]: Train Loss:0.00040215, Val MRR:0.34456, testrun_aa7a0f8d
2023-04-30 00:39:58,741 - testrun_aa7a0f8d - [INFO] - [Epoch:115]: Training Loss:0.0004022
2023-04-30 00:39:59,120 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 00:40:08,059 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 00:40:16,615 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 115 valid]:
MRR: Tail : 0.36628, Head : 0.33325, Avg : 0.34977
2023-04-30 00:40:18,755 - testrun_aa7a0f8d - [INFO] - [Epoch 115]: Training Loss: 0.0004022, Valid MRR: 0.34977,
2023-04-30 00:40:19,885 - testrun_aa7a0f8d - [INFO] - [E:116| 0]: Train Loss:0.00039642, Val MRR:0.34977, testrun_aa7a0f8d
2023-04-30 00:42:12,686 - testrun_aa7a0f8d - [INFO] - [E:116| 100]: Train Loss:0.00039931, Val MRR:0.34977, testrun_aa7a0f8d
2023-04-30 00:44:05,483 - testrun_aa7a0f8d - [INFO] - [E:116| 200]: Train Loss:0.00039902, Val MRR:0.34977, testrun_aa7a0f8d
2023-04-30 00:45:58,380 - testrun_aa7a0f8d - [INFO] - [E:116| 300]: Train Loss:0.00039963, Val MRR:0.34977, testrun_aa7a0f8d
2023-04-30 00:47:54,406 - testrun_aa7a0f8d - [INFO] - [E:116| 400]: Train Loss:0.00039971, Val MRR:0.34977, testrun_aa7a0f8d
2023-04-30 00:49:48,787 - testrun_aa7a0f8d - [INFO] - [E:116| 500]: Train Loss:0.00039968, Val MRR:0.34977, testrun_aa7a0f8d
2023-04-30 00:51:44,829 - testrun_aa7a0f8d - [INFO] - [E:116| 600]: Train Loss:0.0003998, Val MRR:0.34977, testrun_aa7a0f8d
2023-04-30 00:53:38,971 - testrun_aa7a0f8d - [INFO] - [E:116| 700]: Train Loss:0.0004003, Val MRR:0.34977, testrun_aa7a0f8d
2023-04-30 00:55:32,026 - testrun_aa7a0f8d - [INFO] - [E:116| 800]: Train Loss:0.00040046, Val MRR:0.34977, testrun_aa7a0f8d
2023-04-30 00:55:40,729 - testrun_aa7a0f8d - [INFO] - [Epoch:116]: Training Loss:0.0004005
2023-04-30 00:55:41,107 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 00:55:50,056 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 00:55:58,606 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 116 valid]:
MRR: Tail : 0.37327, Head : 0.33576, Avg : 0.35452
2023-04-30 00:56:00,787 - testrun_aa7a0f8d - [INFO] - [Epoch 116]: Training Loss: 0.00040049, Valid MRR: 0.35452,
2023-04-30 00:56:01,915 - testrun_aa7a0f8d - [INFO] - [E:117| 0]: Train Loss:0.00038559, Val MRR:0.35452, testrun_aa7a0f8d
2023-04-30 00:57:55,040 - testrun_aa7a0f8d - [INFO] - [E:117| 100]: Train Loss:0.00039614, Val MRR:0.35452, testrun_aa7a0f8d
2023-04-30 00:59:48,781 - testrun_aa7a0f8d - [INFO] - [E:117| 200]: Train Loss:0.0003971, Val MRR:0.35452, testrun_aa7a0f8d
2023-04-30 01:01:42,897 - testrun_aa7a0f8d - [INFO] - [E:117| 300]: Train Loss:0.00039788, Val MRR:0.35452, testrun_aa7a0f8d
2023-04-30 01:03:39,664 - testrun_aa7a0f8d - [INFO] - [E:117| 400]: Train Loss:0.00039809, Val MRR:0.35452, testrun_aa7a0f8d
2023-04-30 01:05:33,741 - testrun_aa7a0f8d - [INFO] - [E:117| 500]: Train Loss:0.00039849, Val MRR:0.35452, testrun_aa7a0f8d
2023-04-30 01:07:29,167 - testrun_aa7a0f8d - [INFO] - [E:117| 600]: Train Loss:0.00039869, Val MRR:0.35452, testrun_aa7a0f8d
2023-04-30 01:09:22,278 - testrun_aa7a0f8d - [INFO] - [E:117| 700]: Train Loss:0.00039898, Val MRR:0.35452, testrun_aa7a0f8d
2023-04-30 01:11:15,261 - testrun_aa7a0f8d - [INFO] - [E:117| 800]: Train Loss:0.00039921, Val MRR:0.35452, testrun_aa7a0f8d
2023-04-30 01:11:24,050 - testrun_aa7a0f8d - [INFO] - [Epoch:117]: Training Loss:0.0003993
2023-04-30 01:11:24,492 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 01:11:33,518 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 01:11:42,070 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 117 valid]:
MRR: Tail : 0.37251, Head : 0.33603, Avg : 0.35427
2023-04-30 01:11:42,070 - testrun_aa7a0f8d - [INFO] - [Epoch 117]: Training Loss: 0.00039934, Valid MRR: 0.35452,
2023-04-30 01:11:43,202 - testrun_aa7a0f8d - [INFO] - [E:118| 0]: Train Loss:0.00041918, Val MRR:0.35452, testrun_aa7a0f8d
2023-04-30 01:13:35,995 - testrun_aa7a0f8d - [INFO] - [E:118| 100]: Train Loss:0.00039863, Val MRR:0.35452, testrun_aa7a0f8d
2023-04-30 01:15:29,812 - testrun_aa7a0f8d - [INFO] - [E:118| 200]: Train Loss:0.000398, Val MRR:0.35452, testrun_aa7a0f8d
2023-04-30 01:17:22,842 - testrun_aa7a0f8d - [INFO] - [E:118| 300]: Train Loss:0.00039672, Val MRR:0.35452, testrun_aa7a0f8d
2023-04-30 01:19:18,673 - testrun_aa7a0f8d - [INFO] - [E:118| 400]: Train Loss:0.00039685, Val MRR:0.35452, testrun_aa7a0f8d
2023-04-30 01:21:12,346 - testrun_aa7a0f8d - [INFO] - [E:118| 500]: Train Loss:0.00039738, Val MRR:0.35452, testrun_aa7a0f8d
2023-04-30 01:23:05,786 - testrun_aa7a0f8d - [INFO] - [E:118| 600]: Train Loss:0.00039735, Val MRR:0.35452, testrun_aa7a0f8d
2023-04-30 01:25:01,952 - testrun_aa7a0f8d - [INFO] - [E:118| 700]: Train Loss:0.00039757, Val MRR:0.35452, testrun_aa7a0f8d
2023-04-30 01:26:54,727 - testrun_aa7a0f8d - [INFO] - [E:118| 800]: Train Loss:0.00039786, Val MRR:0.35452, testrun_aa7a0f8d
2023-04-30 01:27:03,524 - testrun_aa7a0f8d - [INFO] - [Epoch:118]: Training Loss:0.0003979
2023-04-30 01:27:03,904 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 01:27:13,328 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 01:27:21,924 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 118 valid]:
MRR: Tail : 0.3777, Head : 0.34111, Avg : 0.3594
2023-04-30 01:27:24,210 - testrun_aa7a0f8d - [INFO] - [Epoch 118]: Training Loss: 0.00039793, Valid MRR: 0.3594,
2023-04-30 01:27:25,338 - testrun_aa7a0f8d - [INFO] - [E:119| 0]: Train Loss:0.00039068, Val MRR:0.3594, testrun_aa7a0f8d
2023-04-30 01:29:19,008 - testrun_aa7a0f8d - [INFO] - [E:119| 100]: Train Loss:0.00039358, Val MRR:0.3594, testrun_aa7a0f8d
2023-04-30 01:31:12,646 - testrun_aa7a0f8d - [INFO] - [E:119| 200]: Train Loss:0.00039344, Val MRR:0.3594, testrun_aa7a0f8d
2023-04-30 01:33:08,556 - testrun_aa7a0f8d - [INFO] - [E:119| 300]: Train Loss:0.0003946, Val MRR:0.3594, testrun_aa7a0f8d
2023-04-30 01:35:04,650 - testrun_aa7a0f8d - [INFO] - [E:119| 400]: Train Loss:0.00039488, Val MRR:0.3594, testrun_aa7a0f8d
2023-04-30 01:37:00,499 - testrun_aa7a0f8d - [INFO] - [E:119| 500]: Train Loss:0.00039562, Val MRR:0.3594, testrun_aa7a0f8d
2023-04-30 01:38:54,316 - testrun_aa7a0f8d - [INFO] - [E:119| 600]: Train Loss:0.00039598, Val MRR:0.3594, testrun_aa7a0f8d
2023-04-30 01:40:47,131 - testrun_aa7a0f8d - [INFO] - [E:119| 700]: Train Loss:0.00039652, Val MRR:0.3594, testrun_aa7a0f8d
2023-04-30 01:42:41,104 - testrun_aa7a0f8d - [INFO] - [E:119| 800]: Train Loss:0.00039668, Val MRR:0.3594, testrun_aa7a0f8d
2023-04-30 01:42:50,034 - testrun_aa7a0f8d - [INFO] - [Epoch:119]: Training Loss:0.0003968
2023-04-30 01:42:50,411 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 01:42:59,444 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 01:43:07,994 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 119 valid]:
MRR: Tail : 0.37862, Head : 0.3457, Avg : 0.36216
MR: Tail : 5129.6, Head : 5399.5, Avg : 5264.6
Hit-1: Tail : 0.3352, Head : 0.30554, Avg : 0.32037
Hit-3: Tail : 0.40244, Head : 0.36651, Avg : 0.38448
Hit-10: Tail : 0.45353, Head : 0.42386, Avg : 0.43869
2023-04-30 01:43:10,085 - testrun_aa7a0f8d - [INFO] - [Epoch 119]: Training Loss: 0.0003968, Valid MRR: 0.36216,
2023-04-30 01:43:11,223 - testrun_aa7a0f8d - [INFO] - [E:120| 0]: Train Loss:0.0003842, Val MRR:0.36216, testrun_aa7a0f8d
2023-04-30 01:45:05,820 - testrun_aa7a0f8d - [INFO] - [E:120| 100]: Train Loss:0.00039523, Val MRR:0.36216, testrun_aa7a0f8d
2023-04-30 01:46:59,021 - testrun_aa7a0f8d - [INFO] - [E:120| 200]: Train Loss:0.0003949, Val MRR:0.36216, testrun_aa7a0f8d
2023-04-30 01:48:53,030 - testrun_aa7a0f8d - [INFO] - [E:120| 300]: Train Loss:0.00039541, Val MRR:0.36216, testrun_aa7a0f8d
2023-04-30 01:50:47,680 - testrun_aa7a0f8d - [INFO] - [E:120| 400]: Train Loss:0.00039503, Val MRR:0.36216, testrun_aa7a0f8d
2023-04-30 01:52:41,122 - testrun_aa7a0f8d - [INFO] - [E:120| 500]: Train Loss:0.00039489, Val MRR:0.36216, testrun_aa7a0f8d
2023-04-30 01:54:34,911 - testrun_aa7a0f8d - [INFO] - [E:120| 600]: Train Loss:0.00039534, Val MRR:0.36216, testrun_aa7a0f8d
2023-04-30 01:56:30,725 - testrun_aa7a0f8d - [INFO] - [E:120| 700]: Train Loss:0.00039559, Val MRR:0.36216, testrun_aa7a0f8d
2023-04-30 01:58:27,719 - testrun_aa7a0f8d - [INFO] - [E:120| 800]: Train Loss:0.00039591, Val MRR:0.36216, testrun_aa7a0f8d
2023-04-30 01:58:36,493 - testrun_aa7a0f8d - [INFO] - [Epoch:120]: Training Loss:0.0003958
2023-04-30 01:58:36,871 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 01:58:46,149 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 01:58:54,700 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 120 valid]:
MRR: Tail : 0.38419, Head : 0.34792, Avg : 0.36606
2023-04-30 01:58:56,832 - testrun_aa7a0f8d - [INFO] - [Epoch 120]: Training Loss: 0.00039584, Valid MRR: 0.36606,
2023-04-30 01:58:57,962 - testrun_aa7a0f8d - [INFO] - [E:121| 0]: Train Loss:0.00040304, Val MRR:0.36606, testrun_aa7a0f8d
2023-04-30 02:00:52,301 - testrun_aa7a0f8d - [INFO] - [E:121| 100]: Train Loss:0.00039403, Val MRR:0.36606, testrun_aa7a0f8d
2023-04-30 02:02:46,003 - testrun_aa7a0f8d - [INFO] - [E:121| 200]: Train Loss:0.00039636, Val MRR:0.36606, testrun_aa7a0f8d
2023-04-30 02:04:42,219 - testrun_aa7a0f8d - [INFO] - [E:121| 300]: Train Loss:0.00039517, Val MRR:0.36606, testrun_aa7a0f8d
2023-04-30 02:06:35,679 - testrun_aa7a0f8d - [INFO] - [E:121| 400]: Train Loss:0.0003945, Val MRR:0.36606, testrun_aa7a0f8d
2023-04-30 02:08:28,760 - testrun_aa7a0f8d - [INFO] - [E:121| 500]: Train Loss:0.00039434, Val MRR:0.36606, testrun_aa7a0f8d
2023-04-30 02:10:22,785 - testrun_aa7a0f8d - [INFO] - [E:121| 600]: Train Loss:0.00039451, Val MRR:0.36606, testrun_aa7a0f8d
2023-04-30 02:12:15,676 - testrun_aa7a0f8d - [INFO] - [E:121| 700]: Train Loss:0.00039452, Val MRR:0.36606, testrun_aa7a0f8d
2023-04-30 02:14:10,192 - testrun_aa7a0f8d - [INFO] - [E:121| 800]: Train Loss:0.00039449, Val MRR:0.36606, testrun_aa7a0f8d
2023-04-30 02:14:18,819 - testrun_aa7a0f8d - [INFO] - [Epoch:121]: Training Loss:0.0003946
2023-04-30 02:14:19,195 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 02:14:28,145 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 02:14:36,743 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 121 valid]:
MRR: Tail : 0.38228, Head : 0.34653, Avg : 0.3644
2023-04-30 02:14:36,743 - testrun_aa7a0f8d - [INFO] - [Epoch 121]: Training Loss: 0.00039464, Valid MRR: 0.36606,
2023-04-30 02:14:37,872 - testrun_aa7a0f8d - [INFO] - [E:122| 0]: Train Loss:0.00038769, Val MRR:0.36606, testrun_aa7a0f8d
2023-04-30 02:16:33,038 - testrun_aa7a0f8d - [INFO] - [E:122| 100]: Train Loss:0.00039158, Val MRR:0.36606, testrun_aa7a0f8d
2023-04-30 02:18:26,618 - testrun_aa7a0f8d - [INFO] - [E:122| 200]: Train Loss:0.000393, Val MRR:0.36606, testrun_aa7a0f8d
2023-04-30 02:20:22,995 - testrun_aa7a0f8d - [INFO] - [E:122| 300]: Train Loss:0.00039257, Val MRR:0.36606, testrun_aa7a0f8d
2023-04-30 02:22:16,625 - testrun_aa7a0f8d - [INFO] - [E:122| 400]: Train Loss:0.00039259, Val MRR:0.36606, testrun_aa7a0f8d
2023-04-30 02:24:09,975 - testrun_aa7a0f8d - [INFO] - [E:122| 500]: Train Loss:0.00039245, Val MRR:0.36606, testrun_aa7a0f8d
2023-04-30 02:26:04,408 - testrun_aa7a0f8d - [INFO] - [E:122| 600]: Train Loss:0.00039258, Val MRR:0.36606, testrun_aa7a0f8d
2023-04-30 02:27:59,831 - testrun_aa7a0f8d - [INFO] - [E:122| 700]: Train Loss:0.00039258, Val MRR:0.36606, testrun_aa7a0f8d
2023-04-30 02:29:52,857 - testrun_aa7a0f8d - [INFO] - [E:122| 800]: Train Loss:0.00039249, Val MRR:0.36606, testrun_aa7a0f8d
2023-04-30 02:30:01,487 - testrun_aa7a0f8d - [INFO] - [Epoch:122]: Training Loss:0.0003925
2023-04-30 02:30:01,865 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 02:30:10,970 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 02:30:20,436 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 122 valid]:
MRR: Tail : 0.38721, Head : 0.35401, Avg : 0.37061
2023-04-30 02:30:22,578 - testrun_aa7a0f8d - [INFO] - [Epoch 122]: Training Loss: 0.00039249, Valid MRR: 0.37061,
2023-04-30 02:30:23,706 - testrun_aa7a0f8d - [INFO] - [E:123| 0]: Train Loss:0.00039133, Val MRR:0.37061, testrun_aa7a0f8d
2023-04-30 02:32:18,072 - testrun_aa7a0f8d - [INFO] - [E:123| 100]: Train Loss:0.00039002, Val MRR:0.37061, testrun_aa7a0f8d
2023-04-30 02:34:13,629 - testrun_aa7a0f8d - [INFO] - [E:123| 200]: Train Loss:0.00038937, Val MRR:0.37061, testrun_aa7a0f8d
2023-04-30 02:36:10,903 - testrun_aa7a0f8d - [INFO] - [E:123| 300]: Train Loss:0.00038921, Val MRR:0.37061, testrun_aa7a0f8d
2023-04-30 02:38:05,042 - testrun_aa7a0f8d - [INFO] - [E:123| 400]: Train Loss:0.0003899, Val MRR:0.37061, testrun_aa7a0f8d
2023-04-30 02:39:58,863 - testrun_aa7a0f8d - [INFO] - [E:123| 500]: Train Loss:0.00039005, Val MRR:0.37061, testrun_aa7a0f8d
2023-04-30 02:41:51,542 - testrun_aa7a0f8d - [INFO] - [E:123| 600]: Train Loss:0.00039079, Val MRR:0.37061, testrun_aa7a0f8d
2023-04-30 02:43:44,465 - testrun_aa7a0f8d - [INFO] - [E:123| 700]: Train Loss:0.00039117, Val MRR:0.37061, testrun_aa7a0f8d
2023-04-30 02:45:37,537 - testrun_aa7a0f8d - [INFO] - [E:123| 800]: Train Loss:0.00039161, Val MRR:0.37061, testrun_aa7a0f8d
2023-04-30 02:45:46,218 - testrun_aa7a0f8d - [INFO] - [Epoch:123]: Training Loss:0.0003916
2023-04-30 02:45:46,595 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 02:45:55,507 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 02:46:04,072 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 123 valid]:
MRR: Tail : 0.3911, Head : 0.3565, Avg : 0.3738
2023-04-30 02:46:06,216 - testrun_aa7a0f8d - [INFO] - [Epoch 123]: Training Loss: 0.00039162, Valid MRR: 0.3738,
2023-04-30 02:46:07,364 - testrun_aa7a0f8d - [INFO] - [E:124| 0]: Train Loss:0.00038458, Val MRR:0.3738, testrun_aa7a0f8d
2023-04-30 02:48:00,112 - testrun_aa7a0f8d - [INFO] - [E:124| 100]: Train Loss:0.00038926, Val MRR:0.3738, testrun_aa7a0f8d
2023-04-30 02:49:55,156 - testrun_aa7a0f8d - [INFO] - [E:124| 200]: Train Loss:0.00039025, Val MRR:0.3738, testrun_aa7a0f8d
2023-04-30 02:51:53,149 - testrun_aa7a0f8d - [INFO] - [E:124| 300]: Train Loss:0.00039027, Val MRR:0.3738, testrun_aa7a0f8d
2023-04-30 02:53:45,855 - testrun_aa7a0f8d - [INFO] - [E:124| 400]: Train Loss:0.00038981, Val MRR:0.3738, testrun_aa7a0f8d
2023-04-30 02:55:40,173 - testrun_aa7a0f8d - [INFO] - [E:124| 500]: Train Loss:0.00039014, Val MRR:0.3738, testrun_aa7a0f8d
2023-04-30 02:57:33,138 - testrun_aa7a0f8d - [INFO] - [E:124| 600]: Train Loss:0.00039005, Val MRR:0.3738, testrun_aa7a0f8d
2023-04-30 02:59:25,945 - testrun_aa7a0f8d - [INFO] - [E:124| 700]: Train Loss:0.00039031, Val MRR:0.3738, testrun_aa7a0f8d
2023-04-30 03:01:18,793 - testrun_aa7a0f8d - [INFO] - [E:124| 800]: Train Loss:0.00039036, Val MRR:0.3738, testrun_aa7a0f8d
2023-04-30 03:01:27,434 - testrun_aa7a0f8d - [INFO] - [Epoch:124]: Training Loss:0.0003904
2023-04-30 03:01:27,812 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 03:01:36,716 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 03:01:45,410 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 124 valid]:
MRR: Tail : 0.39295, Head : 0.35614, Avg : 0.37454
2023-04-30 03:01:47,653 - testrun_aa7a0f8d - [INFO] - [Epoch 124]: Training Loss: 0.00039043, Valid MRR: 0.37454,
2023-04-30 03:01:48,785 - testrun_aa7a0f8d - [INFO] - [E:125| 0]: Train Loss:0.00038732, Val MRR:0.37454, testrun_aa7a0f8d
2023-04-30 03:03:42,696 - testrun_aa7a0f8d - [INFO] - [E:125| 100]: Train Loss:0.00038865, Val MRR:0.37454, testrun_aa7a0f8d
2023-04-30 03:05:36,536 - testrun_aa7a0f8d - [INFO] - [E:125| 200]: Train Loss:0.00038965, Val MRR:0.37454, testrun_aa7a0f8d
2023-04-30 03:07:34,305 - testrun_aa7a0f8d - [INFO] - [E:125| 300]: Train Loss:0.00038915, Val MRR:0.37454, testrun_aa7a0f8d
2023-04-30 03:09:29,372 - testrun_aa7a0f8d - [INFO] - [E:125| 400]: Train Loss:0.00038938, Val MRR:0.37454, testrun_aa7a0f8d
2023-04-30 03:11:23,975 - testrun_aa7a0f8d - [INFO] - [E:125| 500]: Train Loss:0.00038914, Val MRR:0.37454, testrun_aa7a0f8d
2023-04-30 03:13:17,790 - testrun_aa7a0f8d - [INFO] - [E:125| 600]: Train Loss:0.00038905, Val MRR:0.37454, testrun_aa7a0f8d
2023-04-30 03:15:10,826 - testrun_aa7a0f8d - [INFO] - [E:125| 700]: Train Loss:0.00038904, Val MRR:0.37454, testrun_aa7a0f8d
2023-04-30 03:17:03,942 - testrun_aa7a0f8d - [INFO] - [E:125| 800]: Train Loss:0.00038925, Val MRR:0.37454, testrun_aa7a0f8d
2023-04-30 03:17:12,590 - testrun_aa7a0f8d - [INFO] - [Epoch:125]: Training Loss:0.0003892
2023-04-30 03:17:12,969 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 03:17:22,067 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 03:17:30,666 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 125 valid]:
MRR: Tail : 0.39673, Head : 0.36016, Avg : 0.37845
2023-04-30 03:17:34,859 - testrun_aa7a0f8d - [INFO] - [Epoch 125]: Training Loss: 0.00038919, Valid MRR: 0.37845,
2023-04-30 03:17:36,000 - testrun_aa7a0f8d - [INFO] - [E:126| 0]: Train Loss:0.00038729, Val MRR:0.37845, testrun_aa7a0f8d
2023-04-30 03:19:29,725 - testrun_aa7a0f8d - [INFO] - [E:126| 100]: Train Loss:0.000388, Val MRR:0.37845, testrun_aa7a0f8d
2023-04-30 03:21:27,816 - testrun_aa7a0f8d - [INFO] - [E:126| 200]: Train Loss:0.00038799, Val MRR:0.37845, testrun_aa7a0f8d
2023-04-30 03:23:21,808 - testrun_aa7a0f8d - [INFO] - [E:126| 300]: Train Loss:0.0003874, Val MRR:0.37845, testrun_aa7a0f8d
2023-04-30 03:25:16,999 - testrun_aa7a0f8d - [INFO] - [E:126| 400]: Train Loss:0.00038754, Val MRR:0.37845, testrun_aa7a0f8d
2023-04-30 03:27:10,004 - testrun_aa7a0f8d - [INFO] - [E:126| 500]: Train Loss:0.00038781, Val MRR:0.37845, testrun_aa7a0f8d
2023-04-30 03:29:03,484 - testrun_aa7a0f8d - [INFO] - [E:126| 600]: Train Loss:0.00038773, Val MRR:0.37845, testrun_aa7a0f8d
2023-04-30 03:30:56,712 - testrun_aa7a0f8d - [INFO] - [E:126| 700]: Train Loss:0.00038782, Val MRR:0.37845, testrun_aa7a0f8d
2023-04-30 03:32:50,127 - testrun_aa7a0f8d - [INFO] - [E:126| 800]: Train Loss:0.00038824, Val MRR:0.37845, testrun_aa7a0f8d
2023-04-30 03:32:58,845 - testrun_aa7a0f8d - [INFO] - [Epoch:126]: Training Loss:0.0003882
2023-04-30 03:32:59,223 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 03:33:08,210 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 03:33:16,814 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 126 valid]:
MRR: Tail : 0.40043, Head : 0.36316, Avg : 0.38179
2023-04-30 03:33:19,000 - testrun_aa7a0f8d - [INFO] - [Epoch 126]: Training Loss: 0.00038822, Valid MRR: 0.38179,
2023-04-30 03:33:20,135 - testrun_aa7a0f8d - [INFO] - [E:127| 0]: Train Loss:0.0003868, Val MRR:0.38179, testrun_aa7a0f8d
2023-04-30 03:35:14,153 - testrun_aa7a0f8d - [INFO] - [E:127| 100]: Train Loss:0.00038375, Val MRR:0.38179, testrun_aa7a0f8d
2023-04-30 03:37:09,910 - testrun_aa7a0f8d - [INFO] - [E:127| 200]: Train Loss:0.00038542, Val MRR:0.38179, testrun_aa7a0f8d
2023-04-30 03:39:02,940 - testrun_aa7a0f8d - [INFO] - [E:127| 300]: Train Loss:0.0003861, Val MRR:0.38179, testrun_aa7a0f8d
2023-04-30 03:40:55,636 - testrun_aa7a0f8d - [INFO] - [E:127| 400]: Train Loss:0.00038606, Val MRR:0.38179, testrun_aa7a0f8d
2023-04-30 03:42:52,171 - testrun_aa7a0f8d - [INFO] - [E:127| 500]: Train Loss:0.00038693, Val MRR:0.38179, testrun_aa7a0f8d
2023-04-30 03:44:45,315 - testrun_aa7a0f8d - [INFO] - [E:127| 600]: Train Loss:0.00038731, Val MRR:0.38179, testrun_aa7a0f8d
2023-04-30 03:46:40,602 - testrun_aa7a0f8d - [INFO] - [E:127| 700]: Train Loss:0.00038716, Val MRR:0.38179, testrun_aa7a0f8d
2023-04-30 03:48:35,514 - testrun_aa7a0f8d - [INFO] - [E:127| 800]: Train Loss:0.00038717, Val MRR:0.38179, testrun_aa7a0f8d
2023-04-30 03:48:45,603 - testrun_aa7a0f8d - [INFO] - [Epoch:127]: Training Loss:0.0003872
2023-04-30 03:48:45,980 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 03:48:54,960 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 03:49:03,646 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 127 valid]:
MRR: Tail : 0.4013, Head : 0.36633, Avg : 0.38381
2023-04-30 03:49:05,774 - testrun_aa7a0f8d - [INFO] - [Epoch 127]: Training Loss: 0.00038718, Valid MRR: 0.38381,
2023-04-30 03:49:06,908 - testrun_aa7a0f8d - [INFO] - [E:128| 0]: Train Loss:0.00038175, Val MRR:0.38381, testrun_aa7a0f8d
2023-04-30 03:51:00,080 - testrun_aa7a0f8d - [INFO] - [E:128| 100]: Train Loss:0.00038678, Val MRR:0.38381, testrun_aa7a0f8d
2023-04-30 03:52:54,639 - testrun_aa7a0f8d - [INFO] - [E:128| 200]: Train Loss:0.0003861, Val MRR:0.38381, testrun_aa7a0f8d
2023-04-30 03:54:48,612 - testrun_aa7a0f8d - [INFO] - [E:128| 300]: Train Loss:0.00038552, Val MRR:0.38381, testrun_aa7a0f8d
2023-04-30 03:56:45,781 - testrun_aa7a0f8d - [INFO] - [E:128| 400]: Train Loss:0.00038563, Val MRR:0.38381, testrun_aa7a0f8d
2023-04-30 03:58:40,570 - testrun_aa7a0f8d - [INFO] - [E:128| 500]: Train Loss:0.00038581, Val MRR:0.38381, testrun_aa7a0f8d
2023-04-30 04:00:34,544 - testrun_aa7a0f8d - [INFO] - [E:128| 600]: Train Loss:0.00038579, Val MRR:0.38381, testrun_aa7a0f8d
2023-04-30 04:02:28,565 - testrun_aa7a0f8d - [INFO] - [E:128| 700]: Train Loss:0.00038604, Val MRR:0.38381, testrun_aa7a0f8d
2023-04-30 04:04:22,883 - testrun_aa7a0f8d - [INFO] - [E:128| 800]: Train Loss:0.00038588, Val MRR:0.38381, testrun_aa7a0f8d
2023-04-30 04:04:31,509 - testrun_aa7a0f8d - [INFO] - [Epoch:128]: Training Loss:0.0003859
2023-04-30 04:04:31,887 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 04:04:40,927 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 04:04:49,574 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 128 valid]:
MRR: Tail : 0.40241, Head : 0.36918, Avg : 0.3858
2023-04-30 04:04:51,740 - testrun_aa7a0f8d - [INFO] - [Epoch 128]: Training Loss: 0.00038593, Valid MRR: 0.3858,
2023-04-30 04:04:52,869 - testrun_aa7a0f8d - [INFO] - [E:129| 0]: Train Loss:0.00038778, Val MRR:0.3858, testrun_aa7a0f8d
2023-04-30 04:06:46,848 - testrun_aa7a0f8d - [INFO] - [E:129| 100]: Train Loss:0.00038358, Val MRR:0.3858, testrun_aa7a0f8d
2023-04-30 04:08:42,928 - testrun_aa7a0f8d - [INFO] - [E:129| 200]: Train Loss:0.00038361, Val MRR:0.3858, testrun_aa7a0f8d
2023-04-30 04:10:36,142 - testrun_aa7a0f8d - [INFO] - [E:129| 300]: Train Loss:0.00038419, Val MRR:0.3858, testrun_aa7a0f8d
2023-04-30 04:12:31,765 - testrun_aa7a0f8d - [INFO] - [E:129| 400]: Train Loss:0.00038383, Val MRR:0.3858, testrun_aa7a0f8d
2023-04-30 04:14:25,971 - testrun_aa7a0f8d - [INFO] - [E:129| 500]: Train Loss:0.00038415, Val MRR:0.3858, testrun_aa7a0f8d
2023-04-30 04:16:21,174 - testrun_aa7a0f8d - [INFO] - [E:129| 600]: Train Loss:0.00038428, Val MRR:0.3858, testrun_aa7a0f8d
2023-04-30 04:18:14,340 - testrun_aa7a0f8d - [INFO] - [E:129| 700]: Train Loss:0.00038455, Val MRR:0.3858, testrun_aa7a0f8d
2023-04-30 04:20:08,072 - testrun_aa7a0f8d - [INFO] - [E:129| 800]: Train Loss:0.00038527, Val MRR:0.3858, testrun_aa7a0f8d
2023-04-30 04:20:17,375 - testrun_aa7a0f8d - [INFO] - [Epoch:129]: Training Loss:0.0003852
2023-04-30 04:20:17,753 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 04:20:26,707 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 04:20:35,280 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 129 valid]:
MRR: Tail : 0.40282, Head : 0.37254, Avg : 0.38768
MR: Tail : 5544.3, Head : 5305.5, Avg : 5424.9
Hit-1: Tail : 0.36486, Head : 0.33388, Avg : 0.34937
Hit-3: Tail : 0.42024, Head : 0.39156, Avg : 0.4059
Hit-10: Tail : 0.46968, Head : 0.44298, Avg : 0.45633
2023-04-30 04:20:37,413 - testrun_aa7a0f8d - [INFO] - [Epoch 129]: Training Loss: 0.00038525, Valid MRR: 0.38768,
2023-04-30 04:20:38,545 - testrun_aa7a0f8d - [INFO] - [E:130| 0]: Train Loss:0.00050059, Val MRR:0.38768, testrun_aa7a0f8d
2023-04-30 04:22:37,765 - testrun_aa7a0f8d - [INFO] - [E:130| 100]: Train Loss:0.00038534, Val MRR:0.38768, testrun_aa7a0f8d
2023-04-30 04:24:31,490 - testrun_aa7a0f8d - [INFO] - [E:130| 200]: Train Loss:0.00038388, Val MRR:0.38768, testrun_aa7a0f8d
2023-04-30 04:26:25,547 - testrun_aa7a0f8d - [INFO] - [E:130| 300]: Train Loss:0.00038381, Val MRR:0.38768, testrun_aa7a0f8d
2023-04-30 04:28:18,943 - testrun_aa7a0f8d - [INFO] - [E:130| 400]: Train Loss:0.00038343, Val MRR:0.38768, testrun_aa7a0f8d
2023-04-30 04:30:15,030 - testrun_aa7a0f8d - [INFO] - [E:130| 500]: Train Loss:0.00038338, Val MRR:0.38768, testrun_aa7a0f8d
2023-04-30 04:32:10,643 - testrun_aa7a0f8d - [INFO] - [E:130| 600]: Train Loss:0.00038347, Val MRR:0.38768, testrun_aa7a0f8d
2023-04-30 04:34:04,969 - testrun_aa7a0f8d - [INFO] - [E:130| 700]: Train Loss:0.00038386, Val MRR:0.38768, testrun_aa7a0f8d
2023-04-30 04:35:58,823 - testrun_aa7a0f8d - [INFO] - [E:130| 800]: Train Loss:0.00038407, Val MRR:0.38768, testrun_aa7a0f8d
2023-04-30 04:36:07,849 - testrun_aa7a0f8d - [INFO] - [Epoch:130]: Training Loss:0.0003841
2023-04-30 04:36:08,229 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 04:36:17,481 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 04:36:26,276 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 130 valid]:
MRR: Tail : 0.40513, Head : 0.37339, Avg : 0.38926
2023-04-30 04:36:28,448 - testrun_aa7a0f8d - [INFO] - [Epoch 130]: Training Loss: 0.00038406, Valid MRR: 0.38926,
2023-04-30 04:36:29,573 - testrun_aa7a0f8d - [INFO] - [E:131| 0]: Train Loss:0.00037154, Val MRR:0.38926, testrun_aa7a0f8d
2023-04-30 04:38:24,736 - testrun_aa7a0f8d - [INFO] - [E:131| 100]: Train Loss:0.00038043, Val MRR:0.38926, testrun_aa7a0f8d
2023-04-30 04:40:19,939 - testrun_aa7a0f8d - [INFO] - [E:131| 200]: Train Loss:0.00038125, Val MRR:0.38926, testrun_aa7a0f8d
2023-04-30 04:42:13,234 - testrun_aa7a0f8d - [INFO] - [E:131| 300]: Train Loss:0.00038178, Val MRR:0.38926, testrun_aa7a0f8d
2023-04-30 04:44:07,253 - testrun_aa7a0f8d - [INFO] - [E:131| 400]: Train Loss:0.00038175, Val MRR:0.38926, testrun_aa7a0f8d
2023-04-30 04:46:00,286 - testrun_aa7a0f8d - [INFO] - [E:131| 500]: Train Loss:0.00038188, Val MRR:0.38926, testrun_aa7a0f8d
2023-04-30 04:47:55,232 - testrun_aa7a0f8d - [INFO] - [E:131| 600]: Train Loss:0.00038212, Val MRR:0.38926, testrun_aa7a0f8d
2023-04-30 04:49:51,003 - testrun_aa7a0f8d - [INFO] - [E:131| 700]: Train Loss:0.00038241, Val MRR:0.38926, testrun_aa7a0f8d
2023-04-30 04:51:45,633 - testrun_aa7a0f8d - [INFO] - [E:131| 800]: Train Loss:0.00038266, Val MRR:0.38926, testrun_aa7a0f8d
2023-04-30 04:51:54,271 - testrun_aa7a0f8d - [INFO] - [Epoch:131]: Training Loss:0.0003826
2023-04-30 04:51:54,651 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 04:52:04,262 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 04:52:12,832 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 131 valid]:
MRR: Tail : 0.40549, Head : 0.37367, Avg : 0.38958
2023-04-30 04:52:14,990 - testrun_aa7a0f8d - [INFO] - [Epoch 131]: Training Loss: 0.00038264, Valid MRR: 0.38958,
2023-04-30 04:52:16,148 - testrun_aa7a0f8d - [INFO] - [E:132| 0]: Train Loss:0.00036519, Val MRR:0.38958, testrun_aa7a0f8d
2023-04-30 04:54:13,578 - testrun_aa7a0f8d - [INFO] - [E:132| 100]: Train Loss:0.00038246, Val MRR:0.38958, testrun_aa7a0f8d
2023-04-30 04:56:07,777 - testrun_aa7a0f8d - [INFO] - [E:132| 200]: Train Loss:0.00038153, Val MRR:0.38958, testrun_aa7a0f8d
2023-04-30 04:58:00,868 - testrun_aa7a0f8d - [INFO] - [E:132| 300]: Train Loss:0.00038097, Val MRR:0.38958, testrun_aa7a0f8d
2023-04-30 04:59:54,412 - testrun_aa7a0f8d - [INFO] - [E:132| 400]: Train Loss:0.00038118, Val MRR:0.38958, testrun_aa7a0f8d
2023-04-30 05:01:47,339 - testrun_aa7a0f8d - [INFO] - [E:132| 500]: Train Loss:0.00038145, Val MRR:0.38958, testrun_aa7a0f8d
2023-04-30 05:03:42,549 - testrun_aa7a0f8d - [INFO] - [E:132| 600]: Train Loss:0.00038122, Val MRR:0.38958, testrun_aa7a0f8d
2023-04-30 05:05:36,274 - testrun_aa7a0f8d - [INFO] - [E:132| 700]: Train Loss:0.00038146, Val MRR:0.38958, testrun_aa7a0f8d
2023-04-30 05:07:31,545 - testrun_aa7a0f8d - [INFO] - [E:132| 800]: Train Loss:0.00038164, Val MRR:0.38958, testrun_aa7a0f8d
2023-04-30 05:07:40,155 - testrun_aa7a0f8d - [INFO] - [Epoch:132]: Training Loss:0.0003817
2023-04-30 05:07:40,533 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 05:07:49,498 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 05:07:58,068 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 132 valid]:
MRR: Tail : 0.40741, Head : 0.37418, Avg : 0.3908
2023-04-30 05:08:00,250 - testrun_aa7a0f8d - [INFO] - [Epoch 132]: Training Loss: 0.00038166, Valid MRR: 0.3908,
2023-04-30 05:08:01,381 - testrun_aa7a0f8d - [INFO] - [E:133| 0]: Train Loss:0.00038, Val MRR:0.3908, testrun_aa7a0f8d
2023-04-30 05:09:59,327 - testrun_aa7a0f8d - [INFO] - [E:133| 100]: Train Loss:0.00038015, Val MRR:0.3908, testrun_aa7a0f8d
2023-04-30 05:11:52,884 - testrun_aa7a0f8d - [INFO] - [E:133| 200]: Train Loss:0.00038117, Val MRR:0.3908, testrun_aa7a0f8d
2023-04-30 05:13:46,546 - testrun_aa7a0f8d - [INFO] - [E:133| 300]: Train Loss:0.00038041, Val MRR:0.3908, testrun_aa7a0f8d
2023-04-30 05:15:40,455 - testrun_aa7a0f8d - [INFO] - [E:133| 400]: Train Loss:0.00038045, Val MRR:0.3908, testrun_aa7a0f8d
2023-04-30 05:17:33,705 - testrun_aa7a0f8d - [INFO] - [E:133| 500]: Train Loss:0.00038063, Val MRR:0.3908, testrun_aa7a0f8d
2023-04-30 05:19:27,163 - testrun_aa7a0f8d - [INFO] - [E:133| 600]: Train Loss:0.00038069, Val MRR:0.3908, testrun_aa7a0f8d
2023-04-30 05:21:21,565 - testrun_aa7a0f8d - [INFO] - [E:133| 700]: Train Loss:0.00038085, Val MRR:0.3908, testrun_aa7a0f8d
2023-04-30 05:23:14,366 - testrun_aa7a0f8d - [INFO] - [E:133| 800]: Train Loss:0.00038087, Val MRR:0.3908, testrun_aa7a0f8d
2023-04-30 05:23:23,452 - testrun_aa7a0f8d - [INFO] - [Epoch:133]: Training Loss:0.0003809
2023-04-30 05:23:23,834 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 05:23:33,870 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 05:23:42,921 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 133 valid]:
MRR: Tail : 0.41199, Head : 0.37407, Avg : 0.39303
2023-04-30 05:23:48,259 - testrun_aa7a0f8d - [INFO] - [Epoch 133]: Training Loss: 0.00038092, Valid MRR: 0.39303,
2023-04-30 05:23:49,398 - testrun_aa7a0f8d - [INFO] - [E:134| 0]: Train Loss:0.00038361, Val MRR:0.39303, testrun_aa7a0f8d
2023-04-30 05:25:46,477 - testrun_aa7a0f8d - [INFO] - [E:134| 100]: Train Loss:0.00037766, Val MRR:0.39303, testrun_aa7a0f8d
2023-04-30 05:27:39,994 - testrun_aa7a0f8d - [INFO] - [E:134| 200]: Train Loss:0.00037873, Val MRR:0.39303, testrun_aa7a0f8d
2023-04-30 05:29:34,545 - testrun_aa7a0f8d - [INFO] - [E:134| 300]: Train Loss:0.00037918, Val MRR:0.39303, testrun_aa7a0f8d
2023-04-30 05:31:28,438 - testrun_aa7a0f8d - [INFO] - [E:134| 400]: Train Loss:0.00037906, Val MRR:0.39303, testrun_aa7a0f8d
2023-04-30 05:33:21,577 - testrun_aa7a0f8d - [INFO] - [E:134| 500]: Train Loss:0.00037926, Val MRR:0.39303, testrun_aa7a0f8d
2023-04-30 05:35:14,827 - testrun_aa7a0f8d - [INFO] - [E:134| 600]: Train Loss:0.00037921, Val MRR:0.39303, testrun_aa7a0f8d
2023-04-30 05:37:09,905 - testrun_aa7a0f8d - [INFO] - [E:134| 700]: Train Loss:0.00037961, Val MRR:0.39303, testrun_aa7a0f8d
2023-04-30 05:39:03,051 - testrun_aa7a0f8d - [INFO] - [E:134| 800]: Train Loss:0.00037985, Val MRR:0.39303, testrun_aa7a0f8d
2023-04-30 05:39:14,170 - testrun_aa7a0f8d - [INFO] - [Epoch:134]: Training Loss:0.0003798
2023-04-30 05:39:14,549 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 05:39:24,674 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 05:39:33,251 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 134 valid]:
MRR: Tail : 0.41159, Head : 0.38201, Avg : 0.3968
2023-04-30 05:39:37,437 - testrun_aa7a0f8d - [INFO] - [Epoch 134]: Training Loss: 0.00037981, Valid MRR: 0.3968,
2023-04-30 05:39:38,576 - testrun_aa7a0f8d - [INFO] - [E:135| 0]: Train Loss:0.00038498, Val MRR:0.3968, testrun_aa7a0f8d
2023-04-30 05:41:34,649 - testrun_aa7a0f8d - [INFO] - [E:135| 100]: Train Loss:0.00037883, Val MRR:0.3968, testrun_aa7a0f8d
2023-04-30 05:43:27,394 - testrun_aa7a0f8d - [INFO] - [E:135| 200]: Train Loss:0.00037808, Val MRR:0.3968, testrun_aa7a0f8d
2023-04-30 05:45:21,075 - testrun_aa7a0f8d - [INFO] - [E:135| 300]: Train Loss:0.00037834, Val MRR:0.3968, testrun_aa7a0f8d
2023-04-30 05:47:14,491 - testrun_aa7a0f8d - [INFO] - [E:135| 400]: Train Loss:0.00037808, Val MRR:0.3968, testrun_aa7a0f8d
2023-04-30 05:49:08,275 - testrun_aa7a0f8d - [INFO] - [E:135| 500]: Train Loss:0.00037871, Val MRR:0.3968, testrun_aa7a0f8d
2023-04-30 05:51:02,859 - testrun_aa7a0f8d - [INFO] - [E:135| 600]: Train Loss:0.00037883, Val MRR:0.3968, testrun_aa7a0f8d
2023-04-30 05:52:57,119 - testrun_aa7a0f8d - [INFO] - [E:135| 700]: Train Loss:0.00037899, Val MRR:0.3968, testrun_aa7a0f8d
2023-04-30 05:54:53,962 - testrun_aa7a0f8d - [INFO] - [E:135| 800]: Train Loss:0.00037903, Val MRR:0.3968, testrun_aa7a0f8d
2023-04-30 05:55:02,581 - testrun_aa7a0f8d - [INFO] - [Epoch:135]: Training Loss:0.000379
2023-04-30 05:55:02,958 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 05:55:11,852 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 05:55:20,549 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 135 valid]:
MRR: Tail : 0.41537, Head : 0.38323, Avg : 0.3993
2023-04-30 05:55:22,949 - testrun_aa7a0f8d - [INFO] - [Epoch 135]: Training Loss: 0.000379, Valid MRR: 0.3993,
2023-04-30 05:55:24,076 - testrun_aa7a0f8d - [INFO] - [E:136| 0]: Train Loss:0.00038444, Val MRR:0.3993, testrun_aa7a0f8d
2023-04-30 05:57:20,334 - testrun_aa7a0f8d - [INFO] - [E:136| 100]: Train Loss:0.00037902, Val MRR:0.3993, testrun_aa7a0f8d
2023-04-30 05:59:18,128 - testrun_aa7a0f8d - [INFO] - [E:136| 200]: Train Loss:0.00037769, Val MRR:0.3993, testrun_aa7a0f8d
2023-04-30 06:01:11,057 - testrun_aa7a0f8d - [INFO] - [E:136| 300]: Train Loss:0.00037808, Val MRR:0.3993, testrun_aa7a0f8d
2023-04-30 06:03:05,433 - testrun_aa7a0f8d - [INFO] - [E:136| 400]: Train Loss:0.00037758, Val MRR:0.3993, testrun_aa7a0f8d
2023-04-30 06:05:00,426 - testrun_aa7a0f8d - [INFO] - [E:136| 500]: Train Loss:0.0003776, Val MRR:0.3993, testrun_aa7a0f8d
2023-04-30 06:06:54,211 - testrun_aa7a0f8d - [INFO] - [E:136| 600]: Train Loss:0.00037787, Val MRR:0.3993, testrun_aa7a0f8d
2023-04-30 06:08:46,934 - testrun_aa7a0f8d - [INFO] - [E:136| 700]: Train Loss:0.00037799, Val MRR:0.3993, testrun_aa7a0f8d
2023-04-30 06:10:43,567 - testrun_aa7a0f8d - [INFO] - [E:136| 800]: Train Loss:0.00037815, Val MRR:0.3993, testrun_aa7a0f8d
2023-04-30 06:10:52,218 - testrun_aa7a0f8d - [INFO] - [Epoch:136]: Training Loss:0.0003781
2023-04-30 06:10:52,596 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 06:11:01,512 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 06:11:10,064 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 136 valid]:
MRR: Tail : 0.41767, Head : 0.38571, Avg : 0.40169
2023-04-30 06:11:13,702 - testrun_aa7a0f8d - [INFO] - [Epoch 136]: Training Loss: 0.00037815, Valid MRR: 0.40169,
2023-04-30 06:11:14,847 - testrun_aa7a0f8d - [INFO] - [E:137| 0]: Train Loss:0.00037826, Val MRR:0.40169, testrun_aa7a0f8d
2023-04-30 06:13:09,788 - testrun_aa7a0f8d - [INFO] - [E:137| 100]: Train Loss:0.00037514, Val MRR:0.40169, testrun_aa7a0f8d
2023-04-30 06:15:04,724 - testrun_aa7a0f8d - [INFO] - [E:137| 200]: Train Loss:0.00037569, Val MRR:0.40169, testrun_aa7a0f8d
2023-04-30 06:16:58,098 - testrun_aa7a0f8d - [INFO] - [E:137| 300]: Train Loss:0.00037623, Val MRR:0.40169, testrun_aa7a0f8d
2023-04-30 06:18:52,631 - testrun_aa7a0f8d - [INFO] - [E:137| 400]: Train Loss:0.00037691, Val MRR:0.40169, testrun_aa7a0f8d
2023-04-30 06:20:46,338 - testrun_aa7a0f8d - [INFO] - [E:137| 500]: Train Loss:0.00037669, Val MRR:0.40169, testrun_aa7a0f8d
2023-04-30 06:22:40,800 - testrun_aa7a0f8d - [INFO] - [E:137| 600]: Train Loss:0.00037682, Val MRR:0.40169, testrun_aa7a0f8d
2023-04-30 06:24:36,635 - testrun_aa7a0f8d - [INFO] - [E:137| 700]: Train Loss:0.00037704, Val MRR:0.40169, testrun_aa7a0f8d
2023-04-30 06:26:33,744 - testrun_aa7a0f8d - [INFO] - [E:137| 800]: Train Loss:0.00037703, Val MRR:0.40169, testrun_aa7a0f8d
2023-04-30 06:26:42,425 - testrun_aa7a0f8d - [INFO] - [Epoch:137]: Training Loss:0.000377
2023-04-30 06:26:42,802 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 06:26:51,903 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 06:27:01,378 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 137 valid]:
MRR: Tail : 0.41448, Head : 0.3885, Avg : 0.40149
2023-04-30 06:27:01,378 - testrun_aa7a0f8d - [INFO] - [Epoch 137]: Training Loss: 0.00037701, Valid MRR: 0.40169,
2023-04-30 06:27:02,565 - testrun_aa7a0f8d - [INFO] - [E:138| 0]: Train Loss:0.00037307, Val MRR:0.40169, testrun_aa7a0f8d
2023-04-30 06:28:55,673 - testrun_aa7a0f8d - [INFO] - [E:138| 100]: Train Loss:0.00037564, Val MRR:0.40169, testrun_aa7a0f8d
2023-04-30 06:30:51,614 - testrun_aa7a0f8d - [INFO] - [E:138| 200]: Train Loss:0.0003761, Val MRR:0.40169, testrun_aa7a0f8d
2023-04-30 06:32:52,140 - testrun_aa7a0f8d - [INFO] - [E:138| 300]: Train Loss:0.00037632, Val MRR:0.40169, testrun_aa7a0f8d
2023-04-30 06:34:45,223 - testrun_aa7a0f8d - [INFO] - [E:138| 400]: Train Loss:0.00037592, Val MRR:0.40169, testrun_aa7a0f8d
2023-04-30 06:36:38,023 - testrun_aa7a0f8d - [INFO] - [E:138| 500]: Train Loss:0.00037609, Val MRR:0.40169, testrun_aa7a0f8d
2023-04-30 06:38:31,585 - testrun_aa7a0f8d - [INFO] - [E:138| 600]: Train Loss:0.00037642, Val MRR:0.40169, testrun_aa7a0f8d
2023-04-30 06:40:24,461 - testrun_aa7a0f8d - [INFO] - [E:138| 700]: Train Loss:0.00037632, Val MRR:0.40169, testrun_aa7a0f8d
2023-04-30 06:42:20,213 - testrun_aa7a0f8d - [INFO] - [E:138| 800]: Train Loss:0.00037652, Val MRR:0.40169, testrun_aa7a0f8d
2023-04-30 06:42:29,010 - testrun_aa7a0f8d - [INFO] - [Epoch:138]: Training Loss:0.0003765
2023-04-30 06:42:29,389 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 06:42:38,808 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 06:42:47,404 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 138 valid]:
MRR: Tail : 0.42034, Head : 0.38865, Avg : 0.40449
2023-04-30 06:42:49,831 - testrun_aa7a0f8d - [INFO] - [Epoch 138]: Training Loss: 0.00037648, Valid MRR: 0.40449,
2023-04-30 06:42:50,961 - testrun_aa7a0f8d - [INFO] - [E:139| 0]: Train Loss:0.00042098, Val MRR:0.40449, testrun_aa7a0f8d
2023-04-30 06:44:46,900 - testrun_aa7a0f8d - [INFO] - [E:139| 100]: Train Loss:0.0003746, Val MRR:0.40449, testrun_aa7a0f8d
2023-04-30 06:46:40,684 - testrun_aa7a0f8d - [INFO] - [E:139| 200]: Train Loss:0.00037512, Val MRR:0.40449, testrun_aa7a0f8d
2023-04-30 06:48:34,149 - testrun_aa7a0f8d - [INFO] - [E:139| 300]: Train Loss:0.00037478, Val MRR:0.40449, testrun_aa7a0f8d
2023-04-30 06:50:30,733 - testrun_aa7a0f8d - [INFO] - [E:139| 400]: Train Loss:0.00037455, Val MRR:0.40449, testrun_aa7a0f8d
2023-04-30 06:52:26,425 - testrun_aa7a0f8d - [INFO] - [E:139| 500]: Train Loss:0.00037507, Val MRR:0.40449, testrun_aa7a0f8d
2023-04-30 06:54:20,850 - testrun_aa7a0f8d - [INFO] - [E:139| 600]: Train Loss:0.00037523, Val MRR:0.40449, testrun_aa7a0f8d
2023-04-30 06:56:17,083 - testrun_aa7a0f8d - [INFO] - [E:139| 700]: Train Loss:0.0003756, Val MRR:0.40449, testrun_aa7a0f8d
2023-04-30 06:58:10,537 - testrun_aa7a0f8d - [INFO] - [E:139| 800]: Train Loss:0.0003756, Val MRR:0.40449, testrun_aa7a0f8d
2023-04-30 06:58:20,014 - testrun_aa7a0f8d - [INFO] - [Epoch:139]: Training Loss:0.0003756
2023-04-30 06:58:20,391 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 06:58:29,344 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 06:58:37,913 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 139 valid]:
MRR: Tail : 0.42135, Head : 0.38915, Avg : 0.40525
MR: Tail : 5468.6, Head : 5321.9, Avg : 5395.3
Hit-1: Tail : 0.38893, Head : 0.353, Avg : 0.37096
Hit-3: Tail : 0.43738, Head : 0.40804, Avg : 0.42271
Hit-10: Tail : 0.47956, Head : 0.4532, Avg : 0.46638
2023-04-30 06:58:40,226 - testrun_aa7a0f8d - [INFO] - [Epoch 139]: Training Loss: 0.00037556, Valid MRR: 0.40525,
2023-04-30 06:58:41,412 - testrun_aa7a0f8d - [INFO] - [E:140| 0]: Train Loss:0.0003719, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:00:34,200 - testrun_aa7a0f8d - [INFO] - [E:140| 100]: Train Loss:0.00037255, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:02:27,680 - testrun_aa7a0f8d - [INFO] - [E:140| 200]: Train Loss:0.00037342, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:04:21,878 - testrun_aa7a0f8d - [INFO] - [E:140| 300]: Train Loss:0.00037391, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:06:16,746 - testrun_aa7a0f8d - [INFO] - [E:140| 400]: Train Loss:0.00037421, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:08:10,483 - testrun_aa7a0f8d - [INFO] - [E:140| 500]: Train Loss:0.00037432, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:10:03,276 - testrun_aa7a0f8d - [INFO] - [E:140| 600]: Train Loss:0.00037453, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:11:58,989 - testrun_aa7a0f8d - [INFO] - [E:140| 700]: Train Loss:0.0003744, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:13:52,114 - testrun_aa7a0f8d - [INFO] - [E:140| 800]: Train Loss:0.00037447, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:14:00,761 - testrun_aa7a0f8d - [INFO] - [Epoch:140]: Training Loss:0.0003745
2023-04-30 07:14:01,139 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 07:14:10,476 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 07:14:19,106 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 140 valid]:
MRR: Tail : 0.41725, Head : 0.38684, Avg : 0.40204
2023-04-30 07:14:19,106 - testrun_aa7a0f8d - [INFO] - [Epoch 140]: Training Loss: 0.0003745, Valid MRR: 0.40525,
2023-04-30 07:14:20,238 - testrun_aa7a0f8d - [INFO] - [E:141| 0]: Train Loss:0.00036428, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:16:14,186 - testrun_aa7a0f8d - [INFO] - [E:141| 100]: Train Loss:0.00037342, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:18:07,723 - testrun_aa7a0f8d - [INFO] - [E:141| 200]: Train Loss:0.00037347, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:22:11,253 - testrun_aa7a0f8d - [INFO] - [E:141| 300]: Train Loss:0.00037371, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:26:52,866 - testrun_aa7a0f8d - [INFO] - [E:141| 400]: Train Loss:0.00037381, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:31:49,021 - testrun_aa7a0f8d - [INFO] - [E:141| 500]: Train Loss:0.00037408, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:36:00,990 - testrun_aa7a0f8d - [INFO] - [E:141| 600]: Train Loss:0.00037389, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:40:48,268 - testrun_aa7a0f8d - [INFO] - [E:141| 700]: Train Loss:0.00037381, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:45:34,659 - testrun_aa7a0f8d - [INFO] - [E:141| 800]: Train Loss:0.00037384, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:45:55,567 - testrun_aa7a0f8d - [INFO] - [Epoch:141]: Training Loss:0.0003738
2023-04-30 07:45:55,969 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 07:46:19,948 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 07:46:42,086 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 141 valid]:
MRR: Tail : 0.41765, Head : 0.3883, Avg : 0.40297
2023-04-30 07:46:42,086 - testrun_aa7a0f8d - [INFO] - [Epoch 141]: Training Loss: 0.00037383, Valid MRR: 0.40525,
2023-04-30 07:46:46,721 - testrun_aa7a0f8d - [INFO] - [E:142| 0]: Train Loss:0.00036381, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:51:18,800 - testrun_aa7a0f8d - [INFO] - [E:142| 100]: Train Loss:0.00037229, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 07:56:02,042 - testrun_aa7a0f8d - [INFO] - [E:142| 200]: Train Loss:0.00037261, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 08:00:32,558 - testrun_aa7a0f8d - [INFO] - [E:142| 300]: Train Loss:0.00037209, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 08:05:05,818 - testrun_aa7a0f8d - [INFO] - [E:142| 400]: Train Loss:0.00037249, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 08:09:51,651 - testrun_aa7a0f8d - [INFO] - [E:142| 500]: Train Loss:0.00037262, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 08:14:36,923 - testrun_aa7a0f8d - [INFO] - [E:142| 600]: Train Loss:0.00037296, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 08:19:34,379 - testrun_aa7a0f8d - [INFO] - [E:142| 700]: Train Loss:0.00037296, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 08:24:19,952 - testrun_aa7a0f8d - [INFO] - [E:142| 800]: Train Loss:0.0003731, Val MRR:0.40525, testrun_aa7a0f8d
2023-04-30 08:24:43,581 - testrun_aa7a0f8d - [INFO] - [Epoch:142]: Training Loss:0.0003731
2023-04-30 08:24:44,195 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 08:25:05,642 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 08:25:20,995 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 142 valid]:
MRR: Tail : 0.42387, Head : 0.39147, Avg : 0.40767
2023-04-30 08:25:23,608 - testrun_aa7a0f8d - [INFO] - [Epoch 142]: Training Loss: 0.0003731, Valid MRR: 0.40767,
2023-04-30 08:25:26,013 - testrun_aa7a0f8d - [INFO] - [E:143| 0]: Train Loss:0.00035709, Val MRR:0.40767, testrun_aa7a0f8d
2023-04-30 08:29:42,238 - testrun_aa7a0f8d - [INFO] - [E:143| 100]: Train Loss:0.00037191, Val MRR:0.40767, testrun_aa7a0f8d
2023-04-30 08:34:44,655 - testrun_aa7a0f8d - [INFO] - [E:143| 200]: Train Loss:0.00037295, Val MRR:0.40767, testrun_aa7a0f8d
2023-04-30 08:39:31,898 - testrun_aa7a0f8d - [INFO] - [E:143| 300]: Train Loss:0.00037228, Val MRR:0.40767, testrun_aa7a0f8d
2023-04-30 08:44:21,458 - testrun_aa7a0f8d - [INFO] - [E:143| 400]: Train Loss:0.00037225, Val MRR:0.40767, testrun_aa7a0f8d
2023-04-30 08:48:55,089 - testrun_aa7a0f8d - [INFO] - [E:143| 500]: Train Loss:0.00037195, Val MRR:0.40767, testrun_aa7a0f8d
2023-04-30 08:53:10,443 - testrun_aa7a0f8d - [INFO] - [E:143| 600]: Train Loss:0.00037211, Val MRR:0.40767, testrun_aa7a0f8d
2023-04-30 08:57:27,041 - testrun_aa7a0f8d - [INFO] - [E:143| 700]: Train Loss:0.00037204, Val MRR:0.40767, testrun_aa7a0f8d
2023-04-30 09:02:10,789 - testrun_aa7a0f8d - [INFO] - [E:143| 800]: Train Loss:0.00037208, Val MRR:0.40767, testrun_aa7a0f8d
2023-04-30 09:02:39,411 - testrun_aa7a0f8d - [INFO] - [Epoch:143]: Training Loss:0.0003721
2023-04-30 09:02:39,977 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 09:03:00,293 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 09:03:15,235 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 143 valid]:
MRR: Tail : 0.42606, Head : 0.39429, Avg : 0.41017
2023-04-30 09:03:17,919 - testrun_aa7a0f8d - [INFO] - [Epoch 143]: Training Loss: 0.00037209, Valid MRR: 0.41017,
2023-04-30 09:03:22,056 - testrun_aa7a0f8d - [INFO] - [E:144| 0]: Train Loss:0.00035624, Val MRR:0.41017, testrun_aa7a0f8d
2023-04-30 09:07:57,164 - testrun_aa7a0f8d - [INFO] - [E:144| 100]: Train Loss:0.00037233, Val MRR:0.41017, testrun_aa7a0f8d
2023-04-30 09:12:35,931 - testrun_aa7a0f8d - [INFO] - [E:144| 200]: Train Loss:0.00037206, Val MRR:0.41017, testrun_aa7a0f8d
2023-04-30 09:16:50,412 - testrun_aa7a0f8d - [INFO] - [E:144| 300]: Train Loss:0.0003717, Val MRR:0.41017, testrun_aa7a0f8d
2023-04-30 09:21:41,523 - testrun_aa7a0f8d - [INFO] - [E:144| 400]: Train Loss:0.00037197, Val MRR:0.41017, testrun_aa7a0f8d
2023-04-30 09:26:21,889 - testrun_aa7a0f8d - [INFO] - [E:144| 500]: Train Loss:0.00037196, Val MRR:0.41017, testrun_aa7a0f8d
2023-04-30 09:30:52,574 - testrun_aa7a0f8d - [INFO] - [E:144| 600]: Train Loss:0.00037184, Val MRR:0.41017, testrun_aa7a0f8d
2023-04-30 09:35:02,315 - testrun_aa7a0f8d - [INFO] - [E:144| 700]: Train Loss:0.00037173, Val MRR:0.41017, testrun_aa7a0f8d
2023-04-30 09:39:49,174 - testrun_aa7a0f8d - [INFO] - [E:144| 800]: Train Loss:0.00037169, Val MRR:0.41017, testrun_aa7a0f8d
2023-04-30 09:40:15,498 - testrun_aa7a0f8d - [INFO] - [Epoch:144]: Training Loss:0.0003717
2023-04-30 09:40:16,234 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 09:40:35,306 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 09:40:53,194 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 144 valid]:
MRR: Tail : 0.42512, Head : 0.39435, Avg : 0.40973
2023-04-30 09:40:53,194 - testrun_aa7a0f8d - [INFO] - [Epoch 144]: Training Loss: 0.00037171, Valid MRR: 0.41017,
2023-04-30 09:40:56,074 - testrun_aa7a0f8d - [INFO] - [E:145| 0]: Train Loss:0.00037161, Val MRR:0.41017, testrun_aa7a0f8d
2023-04-30 09:45:31,688 - testrun_aa7a0f8d - [INFO] - [E:145| 100]: Train Loss:0.00036745, Val MRR:0.41017, testrun_aa7a0f8d
2023-04-30 09:49:48,920 - testrun_aa7a0f8d - [INFO] - [E:145| 200]: Train Loss:0.00036951, Val MRR:0.41017, testrun_aa7a0f8d
2023-04-30 09:54:22,001 - testrun_aa7a0f8d - [INFO] - [E:145| 300]: Train Loss:0.00036989, Val MRR:0.41017, testrun_aa7a0f8d
2023-04-30 09:59:20,041 - testrun_aa7a0f8d - [INFO] - [E:145| 400]: Train Loss:0.0003702, Val MRR:0.41017, testrun_aa7a0f8d
2023-04-30 10:04:44,676 - testrun_aa7a0f8d - [INFO] - [E:145| 500]: Train Loss:0.00037061, Val MRR:0.41017, testrun_aa7a0f8d
2023-04-30 10:09:37,613 - testrun_aa7a0f8d - [INFO] - [E:145| 600]: Train Loss:0.00037042, Val MRR:0.41017, testrun_aa7a0f8d
2023-04-30 10:14:45,533 - testrun_aa7a0f8d - [INFO] - [E:145| 700]: Train Loss:0.00037033, Val MRR:0.41017, testrun_aa7a0f8d
2023-04-30 10:19:26,202 - testrun_aa7a0f8d - [INFO] - [E:145| 800]: Train Loss:0.00037056, Val MRR:0.41017, testrun_aa7a0f8d
2023-04-30 10:19:46,626 - testrun_aa7a0f8d - [INFO] - [Epoch:145]: Training Loss:0.0003706
2023-04-30 10:19:47,646 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 10:20:07,536 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 10:20:27,457 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 145 valid]:
MRR: Tail : 0.42736, Head : 0.39635, Avg : 0.41185
2023-04-30 10:20:30,268 - testrun_aa7a0f8d - [INFO] - [Epoch 145]: Training Loss: 0.0003706, Valid MRR: 0.41185,
2023-04-30 10:20:32,103 - testrun_aa7a0f8d - [INFO] - [E:146| 0]: Train Loss:0.00036324, Val MRR:0.41185, testrun_aa7a0f8d
2023-04-30 10:24:34,158 - testrun_aa7a0f8d - [INFO] - [E:146| 100]: Train Loss:0.00036782, Val MRR:0.41185, testrun_aa7a0f8d
2023-04-30 10:29:38,205 - testrun_aa7a0f8d - [INFO] - [E:146| 200]: Train Loss:0.00036831, Val MRR:0.41185, testrun_aa7a0f8d
2023-04-30 10:33:51,076 - testrun_aa7a0f8d - [INFO] - [E:146| 300]: Train Loss:0.00036883, Val MRR:0.41185, testrun_aa7a0f8d
2023-04-30 10:37:59,775 - testrun_aa7a0f8d - [INFO] - [E:146| 400]: Train Loss:0.00036874, Val MRR:0.41185, testrun_aa7a0f8d
2023-04-30 10:42:29,597 - testrun_aa7a0f8d - [INFO] - [E:146| 500]: Train Loss:0.00036901, Val MRR:0.41185, testrun_aa7a0f8d
2023-04-30 10:47:14,483 - testrun_aa7a0f8d - [INFO] - [E:146| 600]: Train Loss:0.0003695, Val MRR:0.41185, testrun_aa7a0f8d
2023-04-30 10:51:58,497 - testrun_aa7a0f8d - [INFO] - [E:146| 700]: Train Loss:0.00036982, Val MRR:0.41185, testrun_aa7a0f8d
2023-04-30 10:56:42,440 - testrun_aa7a0f8d - [INFO] - [E:146| 800]: Train Loss:0.00037002, Val MRR:0.41185, testrun_aa7a0f8d
2023-04-30 10:57:10,890 - testrun_aa7a0f8d - [INFO] - [Epoch:146]: Training Loss:0.0003701
2023-04-30 10:57:11,326 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 10:57:30,730 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 10:57:47,836 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 146 valid]:
MRR: Tail : 0.429, Head : 0.39724, Avg : 0.41312
2023-04-30 10:57:50,659 - testrun_aa7a0f8d - [INFO] - [Epoch 146]: Training Loss: 0.00037005, Valid MRR: 0.41312,
2023-04-30 10:57:52,904 - testrun_aa7a0f8d - [INFO] - [E:147| 0]: Train Loss:0.00035605, Val MRR:0.41312, testrun_aa7a0f8d
2023-04-30 11:02:19,473 - testrun_aa7a0f8d - [INFO] - [E:147| 100]: Train Loss:0.00036789, Val MRR:0.41312, testrun_aa7a0f8d
2023-04-30 11:07:04,396 - testrun_aa7a0f8d - [INFO] - [E:147| 200]: Train Loss:0.00036875, Val MRR:0.41312, testrun_aa7a0f8d
2023-04-30 11:11:23,798 - testrun_aa7a0f8d - [INFO] - [E:147| 300]: Train Loss:0.00036896, Val MRR:0.41312, testrun_aa7a0f8d
2023-04-30 11:15:55,559 - testrun_aa7a0f8d - [INFO] - [E:147| 400]: Train Loss:0.00036887, Val MRR:0.41312, testrun_aa7a0f8d
2023-04-30 11:20:31,046 - testrun_aa7a0f8d - [INFO] - [E:147| 500]: Train Loss:0.00036882, Val MRR:0.41312, testrun_aa7a0f8d
2023-04-30 11:25:11,972 - testrun_aa7a0f8d - [INFO] - [E:147| 600]: Train Loss:0.00036882, Val MRR:0.41312, testrun_aa7a0f8d
2023-04-30 11:29:17,496 - testrun_aa7a0f8d - [INFO] - [E:147| 700]: Train Loss:0.00036892, Val MRR:0.41312, testrun_aa7a0f8d
2023-04-30 11:34:22,745 - testrun_aa7a0f8d - [INFO] - [E:147| 800]: Train Loss:0.00036904, Val MRR:0.41312, testrun_aa7a0f8d
2023-04-30 11:34:38,398 - testrun_aa7a0f8d - [INFO] - [Epoch:147]: Training Loss:0.0003691
2023-04-30 11:34:39,732 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 11:34:56,027 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 11:35:17,932 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 147 valid]:
MRR: Tail : 0.42939, Head : 0.39652, Avg : 0.41296
2023-04-30 11:35:17,932 - testrun_aa7a0f8d - [INFO] - [Epoch 147]: Training Loss: 0.00036905, Valid MRR: 0.41312,
2023-04-30 11:35:19,069 - testrun_aa7a0f8d - [INFO] - [E:148| 0]: Train Loss:0.00035951, Val MRR:0.41312, testrun_aa7a0f8d
2023-04-30 11:39:45,819 - testrun_aa7a0f8d - [INFO] - [E:148| 100]: Train Loss:0.00036732, Val MRR:0.41312, testrun_aa7a0f8d
2023-04-30 11:44:12,919 - testrun_aa7a0f8d - [INFO] - [E:148| 200]: Train Loss:0.00036802, Val MRR:0.41312, testrun_aa7a0f8d
2023-04-30 11:48:37,327 - testrun_aa7a0f8d - [INFO] - [E:148| 300]: Train Loss:0.0003678, Val MRR:0.41312, testrun_aa7a0f8d
2023-04-30 11:53:34,280 - testrun_aa7a0f8d - [INFO] - [E:148| 400]: Train Loss:0.00036827, Val MRR:0.41312, testrun_aa7a0f8d
2023-04-30 11:58:19,715 - testrun_aa7a0f8d - [INFO] - [E:148| 500]: Train Loss:0.00036809, Val MRR:0.41312, testrun_aa7a0f8d
2023-04-30 12:03:03,773 - testrun_aa7a0f8d - [INFO] - [E:148| 600]: Train Loss:0.00036816, Val MRR:0.41312, testrun_aa7a0f8d
2023-04-30 12:07:28,448 - testrun_aa7a0f8d - [INFO] - [E:148| 700]: Train Loss:0.00036841, Val MRR:0.41312, testrun_aa7a0f8d
2023-04-30 12:12:08,402 - testrun_aa7a0f8d - [INFO] - [E:148| 800]: Train Loss:0.00036856, Val MRR:0.41312, testrun_aa7a0f8d
2023-04-30 12:12:25,983 - testrun_aa7a0f8d - [INFO] - [Epoch:148]: Training Loss:0.0003686
2023-04-30 12:12:26,867 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 12:12:50,829 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 12:13:11,854 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 148 valid]:
MRR: Tail : 0.4307, Head : 0.40101, Avg : 0.41585
2023-04-30 12:13:14,578 - testrun_aa7a0f8d - [INFO] - [Epoch 148]: Training Loss: 0.00036858, Valid MRR: 0.41585,
2023-04-30 12:13:16,038 - testrun_aa7a0f8d - [INFO] - [E:149| 0]: Train Loss:0.00035919, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 12:17:47,525 - testrun_aa7a0f8d - [INFO] - [E:149| 100]: Train Loss:0.00036857, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 12:22:11,230 - testrun_aa7a0f8d - [INFO] - [E:149| 200]: Train Loss:0.00036759, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 12:26:49,650 - testrun_aa7a0f8d - [INFO] - [E:149| 300]: Train Loss:0.00036725, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 12:31:37,770 - testrun_aa7a0f8d - [INFO] - [E:149| 400]: Train Loss:0.00036737, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 12:36:33,831 - testrun_aa7a0f8d - [INFO] - [E:149| 500]: Train Loss:0.00036731, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 12:41:21,090 - testrun_aa7a0f8d - [INFO] - [E:149| 600]: Train Loss:0.0003674, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 12:46:17,118 - testrun_aa7a0f8d - [INFO] - [E:149| 700]: Train Loss:0.00036763, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 12:51:17,992 - testrun_aa7a0f8d - [INFO] - [E:149| 800]: Train Loss:0.00036786, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 12:51:37,075 - testrun_aa7a0f8d - [INFO] - [Epoch:149]: Training Loss:0.0003678
2023-04-30 12:51:37,453 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 12:51:54,983 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 12:52:13,405 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 149 valid]:
MRR: Tail : 0.43135, Head : 0.39895, Avg : 0.41515
MR: Tail : 5467.8, Head : 5343.6, Avg : 5405.7
Hit-1: Tail : 0.40112, Head : 0.36816, Avg : 0.38464
Hit-3: Tail : 0.44529, Head : 0.41397, Avg : 0.42963
Hit-10: Tail : 0.48484, Head : 0.45583, Avg : 0.47034
2023-04-30 12:52:13,405 - testrun_aa7a0f8d - [INFO] - [Epoch 149]: Training Loss: 0.00036785, Valid MRR: 0.41585,
2023-04-30 12:52:15,507 - testrun_aa7a0f8d - [INFO] - [E:150| 0]: Train Loss:0.0003633, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 12:57:23,798 - testrun_aa7a0f8d - [INFO] - [E:150| 100]: Train Loss:0.00036599, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 13:01:44,948 - testrun_aa7a0f8d - [INFO] - [E:150| 200]: Train Loss:0.00036641, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 13:07:02,252 - testrun_aa7a0f8d - [INFO] - [E:150| 300]: Train Loss:0.00036613, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 13:11:58,311 - testrun_aa7a0f8d - [INFO] - [E:150| 400]: Train Loss:0.00036639, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 13:16:38,804 - testrun_aa7a0f8d - [INFO] - [E:150| 500]: Train Loss:0.00036638, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 13:21:18,986 - testrun_aa7a0f8d - [INFO] - [E:150| 600]: Train Loss:0.00036653, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 13:26:01,014 - testrun_aa7a0f8d - [INFO] - [E:150| 700]: Train Loss:0.00036674, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 13:30:27,076 - testrun_aa7a0f8d - [INFO] - [E:150| 800]: Train Loss:0.00036699, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 13:30:42,673 - testrun_aa7a0f8d - [INFO] - [Epoch:150]: Training Loss:0.000367
2023-04-30 13:30:43,259 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 13:31:03,562 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 13:31:22,678 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 150 valid]:
MRR: Tail : 0.42553, Head : 0.40072, Avg : 0.41312
2023-04-30 13:31:22,678 - testrun_aa7a0f8d - [INFO] - [Epoch 150]: Training Loss: 0.00036701, Valid MRR: 0.41585,
2023-04-30 13:31:24,077 - testrun_aa7a0f8d - [INFO] - [E:151| 0]: Train Loss:0.00037514, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 13:36:12,806 - testrun_aa7a0f8d - [INFO] - [E:151| 100]: Train Loss:0.00036692, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 13:40:46,833 - testrun_aa7a0f8d - [INFO] - [E:151| 200]: Train Loss:0.00036607, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 13:44:49,685 - testrun_aa7a0f8d - [INFO] - [E:151| 300]: Train Loss:0.00036614, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 13:49:44,618 - testrun_aa7a0f8d - [INFO] - [E:151| 400]: Train Loss:0.00036609, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 13:54:43,083 - testrun_aa7a0f8d - [INFO] - [E:151| 500]: Train Loss:0.0003662, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 13:59:22,394 - testrun_aa7a0f8d - [INFO] - [E:151| 600]: Train Loss:0.00036629, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 14:04:06,595 - testrun_aa7a0f8d - [INFO] - [E:151| 700]: Train Loss:0.0003665, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 14:08:08,651 - testrun_aa7a0f8d - [INFO] - [E:151| 800]: Train Loss:0.00036656, Val MRR:0.41585, testrun_aa7a0f8d
2023-04-30 14:08:27,139 - testrun_aa7a0f8d - [INFO] - [Epoch:151]: Training Loss:0.0003666
2023-04-30 14:08:27,707 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 14:08:49,890 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 14:09:13,812 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 151 valid]:
MRR: Tail : 0.4307, Head : 0.40152, Avg : 0.41611
2023-04-30 14:09:16,749 - testrun_aa7a0f8d - [INFO] - [Epoch 151]: Training Loss: 0.0003666, Valid MRR: 0.41611,
2023-04-30 14:09:19,947 - testrun_aa7a0f8d - [INFO] - [E:152| 0]: Train Loss:0.00035717, Val MRR:0.41611, testrun_aa7a0f8d
2023-04-30 14:14:12,191 - testrun_aa7a0f8d - [INFO] - [E:152| 100]: Train Loss:0.0003652, Val MRR:0.41611, testrun_aa7a0f8d
2023-04-30 14:18:57,378 - testrun_aa7a0f8d - [INFO] - [E:152| 200]: Train Loss:0.00036549, Val MRR:0.41611, testrun_aa7a0f8d
2023-04-30 14:24:15,223 - testrun_aa7a0f8d - [INFO] - [E:152| 300]: Train Loss:0.00036511, Val MRR:0.41611, testrun_aa7a0f8d
2023-04-30 14:28:47,168 - testrun_aa7a0f8d - [INFO] - [E:152| 400]: Train Loss:0.00036519, Val MRR:0.41611, testrun_aa7a0f8d
2023-04-30 14:34:19,923 - testrun_aa7a0f8d - [INFO] - [E:152| 500]: Train Loss:0.00036527, Val MRR:0.41611, testrun_aa7a0f8d
2023-04-30 14:39:31,578 - testrun_aa7a0f8d - [INFO] - [E:152| 600]: Train Loss:0.00036563, Val MRR:0.41611, testrun_aa7a0f8d
2023-04-30 14:44:23,951 - testrun_aa7a0f8d - [INFO] - [E:152| 700]: Train Loss:0.00036583, Val MRR:0.41611, testrun_aa7a0f8d
2023-04-30 14:49:43,959 - testrun_aa7a0f8d - [INFO] - [E:152| 800]: Train Loss:0.00036584, Val MRR:0.41611, testrun_aa7a0f8d
2023-04-30 14:50:03,112 - testrun_aa7a0f8d - [INFO] - [Epoch:152]: Training Loss:0.0003658
2023-04-30 14:50:03,700 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 14:50:24,581 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 14:50:46,209 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 152 valid]:
MRR: Tail : 0.4326, Head : 0.39989, Avg : 0.41624
2023-04-30 14:50:48,878 - testrun_aa7a0f8d - [INFO] - [Epoch 152]: Training Loss: 0.00036584, Valid MRR: 0.41624,
2023-04-30 14:50:53,275 - testrun_aa7a0f8d - [INFO] - [E:153| 0]: Train Loss:0.00035639, Val MRR:0.41624, testrun_aa7a0f8d
2023-04-30 14:55:15,171 - testrun_aa7a0f8d - [INFO] - [E:153| 100]: Train Loss:0.00036185, Val MRR:0.41624, testrun_aa7a0f8d
2023-04-30 15:00:18,641 - testrun_aa7a0f8d - [INFO] - [E:153| 200]: Train Loss:0.00036318, Val MRR:0.41624, testrun_aa7a0f8d
2023-04-30 15:04:59,064 - testrun_aa7a0f8d - [INFO] - [E:153| 300]: Train Loss:0.00036404, Val MRR:0.41624, testrun_aa7a0f8d
2023-04-30 15:07:11,558 - testrun_aa7a0f8d - [INFO] - [E:153| 400]: Train Loss:0.00036436, Val MRR:0.41624, testrun_aa7a0f8d
2023-04-30 15:09:23,758 - testrun_aa7a0f8d - [INFO] - [E:153| 500]: Train Loss:0.00036482, Val MRR:0.41624, testrun_aa7a0f8d
2023-04-30 15:11:32,573 - testrun_aa7a0f8d - [INFO] - [E:153| 600]: Train Loss:0.00036496, Val MRR:0.41624, testrun_aa7a0f8d
2023-04-30 15:13:45,052 - testrun_aa7a0f8d - [INFO] - [E:153| 700]: Train Loss:0.00036517, Val MRR:0.41624, testrun_aa7a0f8d
2023-04-30 15:15:47,233 - testrun_aa7a0f8d - [INFO] - [E:153| 800]: Train Loss:0.00036518, Val MRR:0.41624, testrun_aa7a0f8d
2023-04-30 15:15:58,433 - testrun_aa7a0f8d - [INFO] - [Epoch:153]: Training Loss:0.0003652
2023-04-30 15:15:58,817 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 15:16:08,646 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 15:16:18,740 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 153 valid]:
MRR: Tail : 0.43259, Head : 0.40043, Avg : 0.41651
2023-04-30 15:16:21,114 - testrun_aa7a0f8d - [INFO] - [Epoch 153]: Training Loss: 0.00036516, Valid MRR: 0.41651,
2023-04-30 15:16:22,295 - testrun_aa7a0f8d - [INFO] - [E:154| 0]: Train Loss:0.00036435, Val MRR:0.41651, testrun_aa7a0f8d
2023-04-30 15:18:47,814 - testrun_aa7a0f8d - [INFO] - [E:154| 100]: Train Loss:0.00036389, Val MRR:0.41651, testrun_aa7a0f8d
2023-04-30 15:21:04,862 - testrun_aa7a0f8d - [INFO] - [E:154| 200]: Train Loss:0.00036375, Val MRR:0.41651, testrun_aa7a0f8d
2023-04-30 15:23:14,758 - testrun_aa7a0f8d - [INFO] - [E:154| 300]: Train Loss:0.00036376, Val MRR:0.41651, testrun_aa7a0f8d
2023-04-30 15:25:37,393 - testrun_aa7a0f8d - [INFO] - [E:154| 400]: Train Loss:0.00036438, Val MRR:0.41651, testrun_aa7a0f8d
2023-04-30 15:27:57,768 - testrun_aa7a0f8d - [INFO] - [E:154| 500]: Train Loss:0.00036464, Val MRR:0.41651, testrun_aa7a0f8d
2023-04-30 15:30:18,961 - testrun_aa7a0f8d - [INFO] - [E:154| 600]: Train Loss:0.00036474, Val MRR:0.41651, testrun_aa7a0f8d
2023-04-30 15:32:31,150 - testrun_aa7a0f8d - [INFO] - [E:154| 700]: Train Loss:0.00036465, Val MRR:0.41651, testrun_aa7a0f8d
2023-04-30 15:34:54,365 - testrun_aa7a0f8d - [INFO] - [E:154| 800]: Train Loss:0.00036468, Val MRR:0.41651, testrun_aa7a0f8d
2023-04-30 15:35:03,105 - testrun_aa7a0f8d - [INFO] - [Epoch:154]: Training Loss:0.0003647
2023-04-30 15:35:03,498 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 15:35:13,305 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 15:35:23,373 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 154 valid]:
MRR: Tail : 0.43529, Head : 0.40317, Avg : 0.41923
2023-04-30 15:35:25,990 - testrun_aa7a0f8d - [INFO] - [Epoch 154]: Training Loss: 0.00036467, Valid MRR: 0.41923,
2023-04-30 15:35:27,811 - testrun_aa7a0f8d - [INFO] - [E:155| 0]: Train Loss:0.00035904, Val MRR:0.41923, testrun_aa7a0f8d
2023-04-30 15:37:32,144 - testrun_aa7a0f8d - [INFO] - [E:155| 100]: Train Loss:0.00036419, Val MRR:0.41923, testrun_aa7a0f8d
2023-04-30 15:39:40,066 - testrun_aa7a0f8d - [INFO] - [E:155| 200]: Train Loss:0.00036338, Val MRR:0.41923, testrun_aa7a0f8d
2023-04-30 15:41:52,918 - testrun_aa7a0f8d - [INFO] - [E:155| 300]: Train Loss:0.00036367, Val MRR:0.41923, testrun_aa7a0f8d
2023-04-30 15:44:08,261 - testrun_aa7a0f8d - [INFO] - [E:155| 400]: Train Loss:0.00036345, Val MRR:0.41923, testrun_aa7a0f8d
2023-04-30 15:46:15,084 - testrun_aa7a0f8d - [INFO] - [E:155| 500]: Train Loss:0.00036331, Val MRR:0.41923, testrun_aa7a0f8d
2023-04-30 15:48:28,889 - testrun_aa7a0f8d - [INFO] - [E:155| 600]: Train Loss:0.0003635, Val MRR:0.41923, testrun_aa7a0f8d
2023-04-30 15:50:45,294 - testrun_aa7a0f8d - [INFO] - [E:155| 700]: Train Loss:0.00036386, Val MRR:0.41923, testrun_aa7a0f8d
2023-04-30 15:53:01,053 - testrun_aa7a0f8d - [INFO] - [E:155| 800]: Train Loss:0.00036391, Val MRR:0.41923, testrun_aa7a0f8d
2023-04-30 15:53:11,168 - testrun_aa7a0f8d - [INFO] - [Epoch:155]: Training Loss:0.000364
2023-04-30 15:53:11,575 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 15:53:22,675 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 15:53:31,901 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 155 valid]:
MRR: Tail : 0.43337, Head : 0.40586, Avg : 0.41961
2023-04-30 15:53:34,374 - testrun_aa7a0f8d - [INFO] - [Epoch 155]: Training Loss: 0.00036397, Valid MRR: 0.41961,
2023-04-30 15:53:35,522 - testrun_aa7a0f8d - [INFO] - [E:156| 0]: Train Loss:0.00035966, Val MRR:0.41961, testrun_aa7a0f8d
2023-04-30 15:55:40,999 - testrun_aa7a0f8d - [INFO] - [E:156| 100]: Train Loss:0.00036258, Val MRR:0.41961, testrun_aa7a0f8d
2023-04-30 15:57:46,250 - testrun_aa7a0f8d - [INFO] - [E:156| 200]: Train Loss:0.00036246, Val MRR:0.41961, testrun_aa7a0f8d
2023-04-30 15:59:57,187 - testrun_aa7a0f8d - [INFO] - [E:156| 300]: Train Loss:0.00036276, Val MRR:0.41961, testrun_aa7a0f8d
2023-04-30 16:02:08,382 - testrun_aa7a0f8d - [INFO] - [E:156| 400]: Train Loss:0.00036331, Val MRR:0.41961, testrun_aa7a0f8d
2023-04-30 16:04:26,172 - testrun_aa7a0f8d - [INFO] - [E:156| 500]: Train Loss:0.0003631, Val MRR:0.41961, testrun_aa7a0f8d
2023-04-30 16:06:28,694 - testrun_aa7a0f8d - [INFO] - [E:156| 600]: Train Loss:0.00036315, Val MRR:0.41961, testrun_aa7a0f8d
2023-04-30 16:08:42,314 - testrun_aa7a0f8d - [INFO] - [E:156| 700]: Train Loss:0.00036312, Val MRR:0.41961, testrun_aa7a0f8d
2023-04-30 16:11:08,744 - testrun_aa7a0f8d - [INFO] - [E:156| 800]: Train Loss:0.0003632, Val MRR:0.41961, testrun_aa7a0f8d
2023-04-30 16:11:24,936 - testrun_aa7a0f8d - [INFO] - [Epoch:156]: Training Loss:0.0003632
2023-04-30 16:11:25,316 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 16:11:35,657 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 16:11:45,875 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 156 valid]:
MRR: Tail : 0.43359, Head : 0.40337, Avg : 0.41848
2023-04-30 16:11:45,875 - testrun_aa7a0f8d - [INFO] - [Epoch 156]: Training Loss: 0.00036324, Valid MRR: 0.41961,
2023-04-30 16:11:47,039 - testrun_aa7a0f8d - [INFO] - [E:157| 0]: Train Loss:0.00040649, Val MRR:0.41961, testrun_aa7a0f8d
2023-04-30 16:13:52,832 - testrun_aa7a0f8d - [INFO] - [E:157| 100]: Train Loss:0.00036292, Val MRR:0.41961, testrun_aa7a0f8d
2023-04-30 16:16:01,556 - testrun_aa7a0f8d - [INFO] - [E:157| 200]: Train Loss:0.00036205, Val MRR:0.41961, testrun_aa7a0f8d
2023-04-30 16:18:02,132 - testrun_aa7a0f8d - [INFO] - [E:157| 300]: Train Loss:0.00036263, Val MRR:0.41961, testrun_aa7a0f8d
2023-04-30 16:20:18,865 - testrun_aa7a0f8d - [INFO] - [E:157| 400]: Train Loss:0.00036252, Val MRR:0.41961, testrun_aa7a0f8d
2023-04-30 16:22:29,734 - testrun_aa7a0f8d - [INFO] - [E:157| 500]: Train Loss:0.00036254, Val MRR:0.41961, testrun_aa7a0f8d
2023-04-30 16:24:34,665 - testrun_aa7a0f8d - [INFO] - [E:157| 600]: Train Loss:0.00036263, Val MRR:0.41961, testrun_aa7a0f8d
2023-04-30 16:26:57,543 - testrun_aa7a0f8d - [INFO] - [E:157| 700]: Train Loss:0.00036263, Val MRR:0.41961, testrun_aa7a0f8d
2023-04-30 16:28:57,900 - testrun_aa7a0f8d - [INFO] - [E:157| 800]: Train Loss:0.00036274, Val MRR:0.41961, testrun_aa7a0f8d
2023-04-30 16:29:06,653 - testrun_aa7a0f8d - [INFO] - [Epoch:157]: Training Loss:0.0003627
2023-04-30 16:29:07,196 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 16:29:17,653 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 16:29:26,382 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 157 valid]:
MRR: Tail : 0.43572, Head : 0.40717, Avg : 0.42145
2023-04-30 16:29:29,062 - testrun_aa7a0f8d - [INFO] - [Epoch 157]: Training Loss: 0.00036274, Valid MRR: 0.42145,
2023-04-30 16:29:32,036 - testrun_aa7a0f8d - [INFO] - [E:158| 0]: Train Loss:0.00035422, Val MRR:0.42145, testrun_aa7a0f8d
2023-04-30 16:31:48,556 - testrun_aa7a0f8d - [INFO] - [E:158| 100]: Train Loss:0.0003603, Val MRR:0.42145, testrun_aa7a0f8d
2023-04-30 16:34:01,758 - testrun_aa7a0f8d - [INFO] - [E:158| 200]: Train Loss:0.00036194, Val MRR:0.42145, testrun_aa7a0f8d
2023-04-30 16:36:13,567 - testrun_aa7a0f8d - [INFO] - [E:158| 300]: Train Loss:0.00036214, Val MRR:0.42145, testrun_aa7a0f8d
2023-04-30 16:38:33,469 - testrun_aa7a0f8d - [INFO] - [E:158| 400]: Train Loss:0.00036198, Val MRR:0.42145, testrun_aa7a0f8d
2023-04-30 16:40:40,373 - testrun_aa7a0f8d - [INFO] - [E:158| 500]: Train Loss:0.00036202, Val MRR:0.42145, testrun_aa7a0f8d
2023-04-30 16:42:50,175 - testrun_aa7a0f8d - [INFO] - [E:158| 600]: Train Loss:0.00036209, Val MRR:0.42145, testrun_aa7a0f8d
2023-04-30 16:44:58,796 - testrun_aa7a0f8d - [INFO] - [E:158| 700]: Train Loss:0.00036222, Val MRR:0.42145, testrun_aa7a0f8d
2023-04-30 16:47:00,552 - testrun_aa7a0f8d - [INFO] - [E:158| 800]: Train Loss:0.00036226, Val MRR:0.42145, testrun_aa7a0f8d
2023-04-30 16:47:10,430 - testrun_aa7a0f8d - [INFO] - [Epoch:158]: Training Loss:0.0003622
2023-04-30 16:47:10,820 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 16:47:20,705 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 16:47:31,588 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 158 valid]:
MRR: Tail : 0.4369, Head : 0.40861, Avg : 0.42276
2023-04-30 16:47:34,153 - testrun_aa7a0f8d - [INFO] - [Epoch 158]: Training Loss: 0.00036225, Valid MRR: 0.42276,
2023-04-30 16:47:35,324 - testrun_aa7a0f8d - [INFO] - [E:159| 0]: Train Loss:0.00035711, Val MRR:0.42276, testrun_aa7a0f8d
2023-04-30 16:49:39,828 - testrun_aa7a0f8d - [INFO] - [E:159| 100]: Train Loss:0.00036104, Val MRR:0.42276, testrun_aa7a0f8d
2023-04-30 16:51:57,452 - testrun_aa7a0f8d - [INFO] - [E:159| 200]: Train Loss:0.00036093, Val MRR:0.42276, testrun_aa7a0f8d
2023-04-30 16:53:59,015 - testrun_aa7a0f8d - [INFO] - [E:159| 300]: Train Loss:0.00036087, Val MRR:0.42276, testrun_aa7a0f8d
2023-04-30 16:56:13,386 - testrun_aa7a0f8d - [INFO] - [E:159| 400]: Train Loss:0.00036106, Val MRR:0.42276, testrun_aa7a0f8d
2023-04-30 16:58:18,473 - testrun_aa7a0f8d - [INFO] - [E:159| 500]: Train Loss:0.00036118, Val MRR:0.42276, testrun_aa7a0f8d
2023-04-30 17:00:32,146 - testrun_aa7a0f8d - [INFO] - [E:159| 600]: Train Loss:0.00036141, Val MRR:0.42276, testrun_aa7a0f8d
2023-04-30 17:02:51,607 - testrun_aa7a0f8d - [INFO] - [E:159| 700]: Train Loss:0.00036133, Val MRR:0.42276, testrun_aa7a0f8d
2023-04-30 17:04:57,719 - testrun_aa7a0f8d - [INFO] - [E:159| 800]: Train Loss:0.00036143, Val MRR:0.42276, testrun_aa7a0f8d
2023-04-30 17:05:06,547 - testrun_aa7a0f8d - [INFO] - [Epoch:159]: Training Loss:0.0003615
2023-04-30 17:05:06,933 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 17:05:17,196 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 17:05:26,262 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 159 valid]:
MRR: Tail : 0.43656, Head : 0.40839, Avg : 0.42248
MR: Tail : 5449.8, Head : 5313.4, Avg : 5381.6
Hit-1: Tail : 0.40804, Head : 0.38167, Avg : 0.39486
Hit-3: Tail : 0.4499, Head : 0.41892, Avg : 0.43441
Hit-10: Tail : 0.48912, Head : 0.45682, Avg : 0.47297
2023-04-30 17:05:26,262 - testrun_aa7a0f8d - [INFO] - [Epoch 159]: Training Loss: 0.00036149, Valid MRR: 0.42276,
2023-04-30 17:05:27,420 - testrun_aa7a0f8d - [INFO] - [E:160| 0]: Train Loss:0.00035713, Val MRR:0.42276, testrun_aa7a0f8d
2023-04-30 17:07:42,877 - testrun_aa7a0f8d - [INFO] - [E:160| 100]: Train Loss:0.00035956, Val MRR:0.42276, testrun_aa7a0f8d
2023-04-30 17:09:57,304 - testrun_aa7a0f8d - [INFO] - [E:160| 200]: Train Loss:0.00035945, Val MRR:0.42276, testrun_aa7a0f8d
2023-04-30 17:12:14,408 - testrun_aa7a0f8d - [INFO] - [E:160| 300]: Train Loss:0.0003596, Val MRR:0.42276, testrun_aa7a0f8d
2023-04-30 17:14:19,868 - testrun_aa7a0f8d - [INFO] - [E:160| 400]: Train Loss:0.00036034, Val MRR:0.42276, testrun_aa7a0f8d
2023-04-30 17:16:24,827 - testrun_aa7a0f8d - [INFO] - [E:160| 500]: Train Loss:0.00036048, Val MRR:0.42276, testrun_aa7a0f8d
2023-04-30 17:18:36,653 - testrun_aa7a0f8d - [INFO] - [E:160| 600]: Train Loss:0.00036058, Val MRR:0.42276, testrun_aa7a0f8d
2023-04-30 17:20:53,134 - testrun_aa7a0f8d - [INFO] - [E:160| 700]: Train Loss:0.00036106, Val MRR:0.42276, testrun_aa7a0f8d
2023-04-30 17:23:16,396 - testrun_aa7a0f8d - [INFO] - [E:160| 800]: Train Loss:0.00036117, Val MRR:0.42276, testrun_aa7a0f8d
2023-04-30 17:23:31,340 - testrun_aa7a0f8d - [INFO] - [Epoch:160]: Training Loss:0.0003612
2023-04-30 17:23:31,720 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 17:23:41,659 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 17:23:52,565 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 160 valid]:
MRR: Tail : 0.43881, Head : 0.40715, Avg : 0.42298
2023-04-30 17:23:55,002 - testrun_aa7a0f8d - [INFO] - [Epoch 160]: Training Loss: 0.00036121, Valid MRR: 0.42298,
2023-04-30 17:23:56,151 - testrun_aa7a0f8d - [INFO] - [E:161| 0]: Train Loss:0.00035666, Val MRR:0.42298, testrun_aa7a0f8d
2023-04-30 17:26:03,607 - testrun_aa7a0f8d - [INFO] - [E:161| 100]: Train Loss:0.00035922, Val MRR:0.42298, testrun_aa7a0f8d
2023-04-30 17:28:15,795 - testrun_aa7a0f8d - [INFO] - [E:161| 200]: Train Loss:0.00035972, Val MRR:0.42298, testrun_aa7a0f8d
2023-04-30 17:30:30,696 - testrun_aa7a0f8d - [INFO] - [E:161| 300]: Train Loss:0.00036025, Val MRR:0.42298, testrun_aa7a0f8d
2023-04-30 17:32:38,496 - testrun_aa7a0f8d - [INFO] - [E:161| 400]: Train Loss:0.0003606, Val MRR:0.42298, testrun_aa7a0f8d
2023-04-30 17:34:47,666 - testrun_aa7a0f8d - [INFO] - [E:161| 500]: Train Loss:0.00036067, Val MRR:0.42298, testrun_aa7a0f8d
2023-04-30 17:37:00,480 - testrun_aa7a0f8d - [INFO] - [E:161| 600]: Train Loss:0.00036055, Val MRR:0.42298, testrun_aa7a0f8d
2023-04-30 17:39:09,941 - testrun_aa7a0f8d - [INFO] - [E:161| 700]: Train Loss:0.00036046, Val MRR:0.42298, testrun_aa7a0f8d
2023-04-30 17:41:18,429 - testrun_aa7a0f8d - [INFO] - [E:161| 800]: Train Loss:0.00036059, Val MRR:0.42298, testrun_aa7a0f8d
2023-04-30 17:41:27,196 - testrun_aa7a0f8d - [INFO] - [Epoch:161]: Training Loss:0.0003606
2023-04-30 17:41:27,580 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 17:41:36,641 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 17:41:46,550 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 161 valid]:
MRR: Tail : 0.4377, Head : 0.40936, Avg : 0.42353
2023-04-30 17:41:51,425 - testrun_aa7a0f8d - [INFO] - [Epoch 161]: Training Loss: 0.00036059, Valid MRR: 0.42353,
2023-04-30 17:41:52,570 - testrun_aa7a0f8d - [INFO] - [E:162| 0]: Train Loss:0.00034993, Val MRR:0.42353, testrun_aa7a0f8d
2023-04-30 17:44:02,953 - testrun_aa7a0f8d - [INFO] - [E:162| 100]: Train Loss:0.00035851, Val MRR:0.42353, testrun_aa7a0f8d
2023-04-30 17:46:12,925 - testrun_aa7a0f8d - [INFO] - [E:162| 200]: Train Loss:0.00035917, Val MRR:0.42353, testrun_aa7a0f8d
2023-04-30 17:48:34,960 - testrun_aa7a0f8d - [INFO] - [E:162| 300]: Train Loss:0.00035954, Val MRR:0.42353, testrun_aa7a0f8d
2023-04-30 17:51:01,781 - testrun_aa7a0f8d - [INFO] - [E:162| 400]: Train Loss:0.00035998, Val MRR:0.42353, testrun_aa7a0f8d
2023-04-30 17:53:13,864 - testrun_aa7a0f8d - [INFO] - [E:162| 500]: Train Loss:0.00036001, Val MRR:0.42353, testrun_aa7a0f8d
2023-04-30 17:55:45,179 - testrun_aa7a0f8d - [INFO] - [E:162| 600]: Train Loss:0.00036007, Val MRR:0.42353, testrun_aa7a0f8d
2023-04-30 17:57:49,531 - testrun_aa7a0f8d - [INFO] - [E:162| 700]: Train Loss:0.00036, Val MRR:0.42353, testrun_aa7a0f8d
2023-04-30 17:59:58,295 - testrun_aa7a0f8d - [INFO] - [E:162| 800]: Train Loss:0.00036006, Val MRR:0.42353, testrun_aa7a0f8d
2023-04-30 18:00:09,653 - testrun_aa7a0f8d - [INFO] - [Epoch:162]: Training Loss:0.0003601
2023-04-30 18:00:10,049 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 18:00:19,532 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 18:00:28,351 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 162 valid]:
MRR: Tail : 0.43811, Head : 0.40903, Avg : 0.42357
2023-04-30 18:00:30,751 - testrun_aa7a0f8d - [INFO] - [Epoch 162]: Training Loss: 0.00036007, Valid MRR: 0.42357,
2023-04-30 18:00:31,906 - testrun_aa7a0f8d - [INFO] - [E:163| 0]: Train Loss:0.00036622, Val MRR:0.42357, testrun_aa7a0f8d
2023-04-30 18:02:47,327 - testrun_aa7a0f8d - [INFO] - [E:163| 100]: Train Loss:0.0003579, Val MRR:0.42357, testrun_aa7a0f8d
2023-04-30 18:05:07,841 - testrun_aa7a0f8d - [INFO] - [E:163| 200]: Train Loss:0.00035773, Val MRR:0.42357, testrun_aa7a0f8d
2023-04-30 18:07:15,399 - testrun_aa7a0f8d - [INFO] - [E:163| 300]: Train Loss:0.0003588, Val MRR:0.42357, testrun_aa7a0f8d
2023-04-30 18:09:23,781 - testrun_aa7a0f8d - [INFO] - [E:163| 400]: Train Loss:0.00035879, Val MRR:0.42357, testrun_aa7a0f8d
2023-04-30 18:11:33,047 - testrun_aa7a0f8d - [INFO] - [E:163| 500]: Train Loss:0.00035872, Val MRR:0.42357, testrun_aa7a0f8d
2023-04-30 18:13:36,498 - testrun_aa7a0f8d - [INFO] - [E:163| 600]: Train Loss:0.00035885, Val MRR:0.42357, testrun_aa7a0f8d
2023-04-30 18:15:53,551 - testrun_aa7a0f8d - [INFO] - [E:163| 700]: Train Loss:0.00035912, Val MRR:0.42357, testrun_aa7a0f8d
2023-04-30 18:18:06,726 - testrun_aa7a0f8d - [INFO] - [E:163| 800]: Train Loss:0.00035922, Val MRR:0.42357, testrun_aa7a0f8d
2023-04-30 18:18:17,237 - testrun_aa7a0f8d - [INFO] - [Epoch:163]: Training Loss:0.0003592
2023-04-30 18:18:17,626 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 18:18:27,393 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 18:18:36,078 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 163 valid]:
MRR: Tail : 0.43856, Head : 0.41065, Avg : 0.4246
2023-04-30 18:18:38,693 - testrun_aa7a0f8d - [INFO] - [Epoch 163]: Training Loss: 0.00035923, Valid MRR: 0.4246,
2023-04-30 18:18:39,954 - testrun_aa7a0f8d - [INFO] - [E:164| 0]: Train Loss:0.00035783, Val MRR:0.4246, testrun_aa7a0f8d
2023-04-30 18:20:46,764 - testrun_aa7a0f8d - [INFO] - [E:164| 100]: Train Loss:0.00035744, Val MRR:0.4246, testrun_aa7a0f8d
2023-04-30 18:22:50,686 - testrun_aa7a0f8d - [INFO] - [E:164| 200]: Train Loss:0.00035734, Val MRR:0.4246, testrun_aa7a0f8d
2023-04-30 18:24:52,034 - testrun_aa7a0f8d - [INFO] - [E:164| 300]: Train Loss:0.00035797, Val MRR:0.4246, testrun_aa7a0f8d
2023-04-30 18:27:11,670 - testrun_aa7a0f8d - [INFO] - [E:164| 400]: Train Loss:0.00035834, Val MRR:0.4246, testrun_aa7a0f8d
2023-04-30 18:29:33,754 - testrun_aa7a0f8d - [INFO] - [E:164| 500]: Train Loss:0.00035843, Val MRR:0.4246, testrun_aa7a0f8d
2023-04-30 18:31:44,741 - testrun_aa7a0f8d - [INFO] - [E:164| 600]: Train Loss:0.00035865, Val MRR:0.4246, testrun_aa7a0f8d
2023-04-30 18:34:00,969 - testrun_aa7a0f8d - [INFO] - [E:164| 700]: Train Loss:0.00035871, Val MRR:0.4246, testrun_aa7a0f8d
2023-04-30 18:36:13,583 - testrun_aa7a0f8d - [INFO] - [E:164| 800]: Train Loss:0.00035887, Val MRR:0.4246, testrun_aa7a0f8d
2023-04-30 18:36:24,288 - testrun_aa7a0f8d - [INFO] - [Epoch:164]: Training Loss:0.000359
2023-04-30 18:36:24,668 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 18:36:33,936 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 18:36:44,709 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 164 valid]:
MRR: Tail : 0.43805, Head : 0.41148, Avg : 0.42477
2023-04-30 18:36:47,148 - testrun_aa7a0f8d - [INFO] - [Epoch 164]: Training Loss: 0.00035896, Valid MRR: 0.42477,
2023-04-30 18:36:48,695 - testrun_aa7a0f8d - [INFO] - [E:165| 0]: Train Loss:0.00035731, Val MRR:0.42477, testrun_aa7a0f8d
2023-04-30 18:39:01,882 - testrun_aa7a0f8d - [INFO] - [E:165| 100]: Train Loss:0.00035704, Val MRR:0.42477, testrun_aa7a0f8d
2023-04-30 18:41:17,713 - testrun_aa7a0f8d - [INFO] - [E:165| 200]: Train Loss:0.00035764, Val MRR:0.42477, testrun_aa7a0f8d
2023-04-30 18:43:36,894 - testrun_aa7a0f8d - [INFO] - [E:165| 300]: Train Loss:0.00035744, Val MRR:0.42477, testrun_aa7a0f8d
2023-04-30 18:45:45,965 - testrun_aa7a0f8d - [INFO] - [E:165| 400]: Train Loss:0.00035804, Val MRR:0.42477, testrun_aa7a0f8d
2023-04-30 18:47:57,305 - testrun_aa7a0f8d - [INFO] - [E:165| 500]: Train Loss:0.00035795, Val MRR:0.42477, testrun_aa7a0f8d
2023-04-30 18:50:10,534 - testrun_aa7a0f8d - [INFO] - [E:165| 600]: Train Loss:0.00035834, Val MRR:0.42477, testrun_aa7a0f8d
2023-04-30 18:52:28,350 - testrun_aa7a0f8d - [INFO] - [E:165| 700]: Train Loss:0.0003584, Val MRR:0.42477, testrun_aa7a0f8d
2023-04-30 18:54:32,350 - testrun_aa7a0f8d - [INFO] - [E:165| 800]: Train Loss:0.00035831, Val MRR:0.42477, testrun_aa7a0f8d
2023-04-30 18:54:43,098 - testrun_aa7a0f8d - [INFO] - [Epoch:165]: Training Loss:0.0003583
2023-04-30 18:54:43,484 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 18:54:55,926 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 18:55:06,410 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 165 valid]:
MRR: Tail : 0.44075, Head : 0.41155, Avg : 0.42615
2023-04-30 18:55:08,963 - testrun_aa7a0f8d - [INFO] - [Epoch 165]: Training Loss: 0.0003583, Valid MRR: 0.42615,
2023-04-30 18:55:10,137 - testrun_aa7a0f8d - [INFO] - [E:166| 0]: Train Loss:0.00035808, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 18:57:19,372 - testrun_aa7a0f8d - [INFO] - [E:166| 100]: Train Loss:0.000356, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 18:59:28,061 - testrun_aa7a0f8d - [INFO] - [E:166| 200]: Train Loss:0.00035576, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:01:37,291 - testrun_aa7a0f8d - [INFO] - [E:166| 300]: Train Loss:0.00035669, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:03:55,413 - testrun_aa7a0f8d - [INFO] - [E:166| 400]: Train Loss:0.00035722, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:06:13,312 - testrun_aa7a0f8d - [INFO] - [E:166| 500]: Train Loss:0.00035765, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:08:28,056 - testrun_aa7a0f8d - [INFO] - [E:166| 600]: Train Loss:0.00035764, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:10:39,276 - testrun_aa7a0f8d - [INFO] - [E:166| 700]: Train Loss:0.0003576, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:12:49,128 - testrun_aa7a0f8d - [INFO] - [E:166| 800]: Train Loss:0.00035789, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:12:58,032 - testrun_aa7a0f8d - [INFO] - [Epoch:166]: Training Loss:0.0003579
2023-04-30 19:12:58,419 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 19:13:08,734 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 19:13:17,762 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 166 valid]:
MRR: Tail : 0.43838, Head : 0.4079, Avg : 0.42314
2023-04-30 19:13:17,762 - testrun_aa7a0f8d - [INFO] - [Epoch 166]: Training Loss: 0.00035787, Valid MRR: 0.42615,
2023-04-30 19:13:18,908 - testrun_aa7a0f8d - [INFO] - [E:167| 0]: Train Loss:0.00035198, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:15:29,359 - testrun_aa7a0f8d - [INFO] - [E:167| 100]: Train Loss:0.00035758, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:17:40,045 - testrun_aa7a0f8d - [INFO] - [E:167| 200]: Train Loss:0.00035695, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:19:48,326 - testrun_aa7a0f8d - [INFO] - [E:167| 300]: Train Loss:0.00035699, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:22:04,539 - testrun_aa7a0f8d - [INFO] - [E:167| 400]: Train Loss:0.00035691, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:24:18,852 - testrun_aa7a0f8d - [INFO] - [E:167| 500]: Train Loss:0.00035688, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:26:20,771 - testrun_aa7a0f8d - [INFO] - [E:167| 600]: Train Loss:0.00035701, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:28:36,486 - testrun_aa7a0f8d - [INFO] - [E:167| 700]: Train Loss:0.00035746, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:30:48,198 - testrun_aa7a0f8d - [INFO] - [E:167| 800]: Train Loss:0.00035763, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:30:57,419 - testrun_aa7a0f8d - [INFO] - [Epoch:167]: Training Loss:0.0003576
2023-04-30 19:30:57,802 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 19:31:07,068 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 19:31:16,382 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 167 valid]:
MRR: Tail : 0.43968, Head : 0.4103, Avg : 0.42499
2023-04-30 19:31:16,382 - testrun_aa7a0f8d - [INFO] - [Epoch 167]: Training Loss: 0.00035762, Valid MRR: 0.42615,
2023-04-30 19:31:17,531 - testrun_aa7a0f8d - [INFO] - [E:168| 0]: Train Loss:0.00034803, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:33:27,776 - testrun_aa7a0f8d - [INFO] - [E:168| 100]: Train Loss:0.000357, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:35:38,325 - testrun_aa7a0f8d - [INFO] - [E:168| 200]: Train Loss:0.00035612, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:37:48,767 - testrun_aa7a0f8d - [INFO] - [E:168| 300]: Train Loss:0.00035648, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:40:12,541 - testrun_aa7a0f8d - [INFO] - [E:168| 400]: Train Loss:0.00035664, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:42:11,868 - testrun_aa7a0f8d - [INFO] - [E:168| 500]: Train Loss:0.0003569, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:44:31,447 - testrun_aa7a0f8d - [INFO] - [E:168| 600]: Train Loss:0.00035689, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:46:39,868 - testrun_aa7a0f8d - [INFO] - [E:168| 700]: Train Loss:0.00035684, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:49:02,949 - testrun_aa7a0f8d - [INFO] - [E:168| 800]: Train Loss:0.00035696, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:49:12,172 - testrun_aa7a0f8d - [INFO] - [Epoch:168]: Training Loss:0.000357
2023-04-30 19:49:12,560 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 19:49:22,634 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 19:49:34,505 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 168 valid]:
MRR: Tail : 0.44071, Head : 0.41065, Avg : 0.42568
2023-04-30 19:49:34,506 - testrun_aa7a0f8d - [INFO] - [Epoch 168]: Training Loss: 0.00035695, Valid MRR: 0.42615,
2023-04-30 19:49:35,656 - testrun_aa7a0f8d - [INFO] - [E:169| 0]: Train Loss:0.00035802, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:51:51,122 - testrun_aa7a0f8d - [INFO] - [E:169| 100]: Train Loss:0.00035594, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:54:09,631 - testrun_aa7a0f8d - [INFO] - [E:169| 200]: Train Loss:0.00035607, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:56:20,526 - testrun_aa7a0f8d - [INFO] - [E:169| 300]: Train Loss:0.00035607, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 19:58:32,689 - testrun_aa7a0f8d - [INFO] - [E:169| 400]: Train Loss:0.00035596, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 20:00:45,999 - testrun_aa7a0f8d - [INFO] - [E:169| 500]: Train Loss:0.00035615, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 20:02:51,380 - testrun_aa7a0f8d - [INFO] - [E:169| 600]: Train Loss:0.00035633, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 20:04:58,875 - testrun_aa7a0f8d - [INFO] - [E:169| 700]: Train Loss:0.00035634, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 20:07:08,065 - testrun_aa7a0f8d - [INFO] - [E:169| 800]: Train Loss:0.00035647, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 20:07:19,748 - testrun_aa7a0f8d - [INFO] - [Epoch:169]: Training Loss:0.0003565
2023-04-30 20:07:20,129 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 20:07:29,330 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 20:07:38,828 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 169 valid]:
MRR: Tail : 0.44076, Head : 0.41111, Avg : 0.42594
MR: Tail : 5539.5, Head : 5367.9, Avg : 5453.7
Hit-1: Tail : 0.41299, Head : 0.38398, Avg : 0.39848
Hit-3: Tail : 0.45485, Head : 0.4232, Avg : 0.43902
Hit-10: Tail : 0.49176, Head : 0.45979, Avg : 0.47577
2023-04-30 20:07:38,828 - testrun_aa7a0f8d - [INFO] - [Epoch 169]: Training Loss: 0.00035646, Valid MRR: 0.42615,
2023-04-30 20:07:39,966 - testrun_aa7a0f8d - [INFO] - [E:170| 0]: Train Loss:0.00036098, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 20:09:46,594 - testrun_aa7a0f8d - [INFO] - [E:170| 100]: Train Loss:0.0003545, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 20:11:55,169 - testrun_aa7a0f8d - [INFO] - [E:170| 200]: Train Loss:0.00035495, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 20:14:15,078 - testrun_aa7a0f8d - [INFO] - [E:170| 300]: Train Loss:0.00035512, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 20:16:33,690 - testrun_aa7a0f8d - [INFO] - [E:170| 400]: Train Loss:0.00035556, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 20:18:45,588 - testrun_aa7a0f8d - [INFO] - [E:170| 500]: Train Loss:0.00035563, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 20:20:52,388 - testrun_aa7a0f8d - [INFO] - [E:170| 600]: Train Loss:0.00035587, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 20:23:04,954 - testrun_aa7a0f8d - [INFO] - [E:170| 700]: Train Loss:0.00035595, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 20:25:17,848 - testrun_aa7a0f8d - [INFO] - [E:170| 800]: Train Loss:0.00035596, Val MRR:0.42615, testrun_aa7a0f8d
2023-04-30 20:25:26,596 - testrun_aa7a0f8d - [INFO] - [Epoch:170]: Training Loss:0.000356
2023-04-30 20:25:26,977 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 20:25:36,177 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 20:25:45,235 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 170 valid]:
MRR: Tail : 0.43856, Head : 0.41447, Avg : 0.42652
2023-04-30 20:25:47,593 - testrun_aa7a0f8d - [INFO] - [Epoch 170]: Training Loss: 0.00035599, Valid MRR: 0.42652,
2023-04-30 20:25:48,724 - testrun_aa7a0f8d - [INFO] - [E:171| 0]: Train Loss:0.00035867, Val MRR:0.42652, testrun_aa7a0f8d
2023-04-30 20:27:51,289 - testrun_aa7a0f8d - [INFO] - [E:171| 100]: Train Loss:0.00035485, Val MRR:0.42652, testrun_aa7a0f8d
2023-04-30 20:30:09,709 - testrun_aa7a0f8d - [INFO] - [E:171| 200]: Train Loss:0.00035445, Val MRR:0.42652, testrun_aa7a0f8d
2023-04-30 20:32:31,689 - testrun_aa7a0f8d - [INFO] - [E:171| 300]: Train Loss:0.00035454, Val MRR:0.42652, testrun_aa7a0f8d
2023-04-30 20:34:43,967 - testrun_aa7a0f8d - [INFO] - [E:171| 400]: Train Loss:0.00035509, Val MRR:0.42652, testrun_aa7a0f8d
2023-04-30 20:36:48,817 - testrun_aa7a0f8d - [INFO] - [E:171| 500]: Train Loss:0.00035499, Val MRR:0.42652, testrun_aa7a0f8d
2023-04-30 20:39:00,969 - testrun_aa7a0f8d - [INFO] - [E:171| 600]: Train Loss:0.00035529, Val MRR:0.42652, testrun_aa7a0f8d
2023-04-30 20:41:08,692 - testrun_aa7a0f8d - [INFO] - [E:171| 700]: Train Loss:0.00035539, Val MRR:0.42652, testrun_aa7a0f8d
2023-04-30 20:43:22,980 - testrun_aa7a0f8d - [INFO] - [E:171| 800]: Train Loss:0.00035566, Val MRR:0.42652, testrun_aa7a0f8d
2023-04-30 20:43:32,585 - testrun_aa7a0f8d - [INFO] - [Epoch:171]: Training Loss:0.0003557
2023-04-30 20:43:34,116 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 20:43:45,742 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 20:43:54,905 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 171 valid]:
MRR: Tail : 0.44111, Head : 0.41463, Avg : 0.42787
2023-04-30 20:43:57,371 - testrun_aa7a0f8d - [INFO] - [Epoch 171]: Training Loss: 0.00035567, Valid MRR: 0.42787,
2023-04-30 20:43:58,504 - testrun_aa7a0f8d - [INFO] - [E:172| 0]: Train Loss:0.00035592, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 20:46:15,131 - testrun_aa7a0f8d - [INFO] - [E:172| 100]: Train Loss:0.0003533, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 20:48:35,711 - testrun_aa7a0f8d - [INFO] - [E:172| 200]: Train Loss:0.00035444, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 20:50:38,599 - testrun_aa7a0f8d - [INFO] - [E:172| 300]: Train Loss:0.0003543, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 20:52:42,840 - testrun_aa7a0f8d - [INFO] - [E:172| 400]: Train Loss:0.00035442, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 20:54:51,594 - testrun_aa7a0f8d - [INFO] - [E:172| 500]: Train Loss:0.00035485, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 20:57:02,428 - testrun_aa7a0f8d - [INFO] - [E:172| 600]: Train Loss:0.00035489, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 20:59:19,463 - testrun_aa7a0f8d - [INFO] - [E:172| 700]: Train Loss:0.00035501, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:01:25,844 - testrun_aa7a0f8d - [INFO] - [E:172| 800]: Train Loss:0.00035516, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:01:35,241 - testrun_aa7a0f8d - [INFO] - [Epoch:172]: Training Loss:0.0003552
2023-04-30 21:01:37,200 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 21:01:50,393 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 21:01:59,348 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 172 valid]:
MRR: Tail : 0.4421, Head : 0.41353, Avg : 0.42782
2023-04-30 21:01:59,348 - testrun_aa7a0f8d - [INFO] - [Epoch 172]: Training Loss: 0.00035516, Valid MRR: 0.42787,
2023-04-30 21:02:00,501 - testrun_aa7a0f8d - [INFO] - [E:173| 0]: Train Loss:0.00035293, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:04:05,356 - testrun_aa7a0f8d - [INFO] - [E:173| 100]: Train Loss:0.00035468, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:06:21,153 - testrun_aa7a0f8d - [INFO] - [E:173| 200]: Train Loss:0.000355, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:08:18,956 - testrun_aa7a0f8d - [INFO] - [E:173| 300]: Train Loss:0.0003548, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:10:37,617 - testrun_aa7a0f8d - [INFO] - [E:173| 400]: Train Loss:0.00035453, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:12:44,820 - testrun_aa7a0f8d - [INFO] - [E:173| 500]: Train Loss:0.00035454, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:14:48,987 - testrun_aa7a0f8d - [INFO] - [E:173| 600]: Train Loss:0.00035479, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:16:56,210 - testrun_aa7a0f8d - [INFO] - [E:173| 700]: Train Loss:0.00035468, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:19:11,708 - testrun_aa7a0f8d - [INFO] - [E:173| 800]: Train Loss:0.00035477, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:19:20,538 - testrun_aa7a0f8d - [INFO] - [Epoch:173]: Training Loss:0.0003548
2023-04-30 21:19:21,831 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 21:19:31,584 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 21:19:40,391 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 173 valid]:
MRR: Tail : 0.44187, Head : 0.41279, Avg : 0.42733
2023-04-30 21:19:40,391 - testrun_aa7a0f8d - [INFO] - [Epoch 173]: Training Loss: 0.00035478, Valid MRR: 0.42787,
2023-04-30 21:19:41,543 - testrun_aa7a0f8d - [INFO] - [E:174| 0]: Train Loss:0.00034822, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:21:51,091 - testrun_aa7a0f8d - [INFO] - [E:174| 100]: Train Loss:0.00035328, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:23:59,371 - testrun_aa7a0f8d - [INFO] - [E:174| 200]: Train Loss:0.00035358, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:26:13,235 - testrun_aa7a0f8d - [INFO] - [E:174| 300]: Train Loss:0.00035386, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:28:23,638 - testrun_aa7a0f8d - [INFO] - [E:174| 400]: Train Loss:0.0003538, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:30:29,720 - testrun_aa7a0f8d - [INFO] - [E:174| 500]: Train Loss:0.00035396, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:32:44,235 - testrun_aa7a0f8d - [INFO] - [E:174| 600]: Train Loss:0.00035399, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:34:59,541 - testrun_aa7a0f8d - [INFO] - [E:174| 700]: Train Loss:0.00035413, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:37:05,077 - testrun_aa7a0f8d - [INFO] - [E:174| 800]: Train Loss:0.00035421, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:37:15,636 - testrun_aa7a0f8d - [INFO] - [Epoch:174]: Training Loss:0.0003542
2023-04-30 21:37:16,018 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 21:37:26,377 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 21:37:36,832 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 174 valid]:
MRR: Tail : 0.44066, Head : 0.41378, Avg : 0.42722
2023-04-30 21:37:36,832 - testrun_aa7a0f8d - [INFO] - [Epoch 174]: Training Loss: 0.00035424, Valid MRR: 0.42787,
2023-04-30 21:37:37,982 - testrun_aa7a0f8d - [INFO] - [E:175| 0]: Train Loss:0.00036833, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:39:35,375 - testrun_aa7a0f8d - [INFO] - [E:175| 100]: Train Loss:0.0003551, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:42:04,856 - testrun_aa7a0f8d - [INFO] - [E:175| 200]: Train Loss:0.00035428, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:44:11,979 - testrun_aa7a0f8d - [INFO] - [E:175| 300]: Train Loss:0.00035364, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:46:31,906 - testrun_aa7a0f8d - [INFO] - [E:175| 400]: Train Loss:0.00035339, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:48:40,074 - testrun_aa7a0f8d - [INFO] - [E:175| 500]: Train Loss:0.00035323, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:50:52,202 - testrun_aa7a0f8d - [INFO] - [E:175| 600]: Train Loss:0.00035345, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:52:57,270 - testrun_aa7a0f8d - [INFO] - [E:175| 700]: Train Loss:0.00035352, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:55:13,838 - testrun_aa7a0f8d - [INFO] - [E:175| 800]: Train Loss:0.00035363, Val MRR:0.42787, testrun_aa7a0f8d
2023-04-30 21:55:23,745 - testrun_aa7a0f8d - [INFO] - [Epoch:175]: Training Loss:0.0003536
2023-04-30 21:55:24,133 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 21:55:34,610 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 21:55:43,350 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 175 valid]:
MRR: Tail : 0.44266, Head : 0.4147, Avg : 0.42868
2023-04-30 21:55:45,662 - testrun_aa7a0f8d - [INFO] - [Epoch 175]: Training Loss: 0.00035364, Valid MRR: 0.42868,
2023-04-30 21:55:47,180 - testrun_aa7a0f8d - [INFO] - [E:176| 0]: Train Loss:0.00035217, Val MRR:0.42868, testrun_aa7a0f8d
2023-04-30 21:58:04,404 - testrun_aa7a0f8d - [INFO] - [E:176| 100]: Train Loss:0.00035188, Val MRR:0.42868, testrun_aa7a0f8d
2023-04-30 22:00:15,389 - testrun_aa7a0f8d - [INFO] - [E:176| 200]: Train Loss:0.00035274, Val MRR:0.42868, testrun_aa7a0f8d
2023-04-30 22:02:21,837 - testrun_aa7a0f8d - [INFO] - [E:176| 300]: Train Loss:0.00035268, Val MRR:0.42868, testrun_aa7a0f8d
2023-04-30 22:04:37,093 - testrun_aa7a0f8d - [INFO] - [E:176| 400]: Train Loss:0.00035297, Val MRR:0.42868, testrun_aa7a0f8d
2023-04-30 22:06:44,087 - testrun_aa7a0f8d - [INFO] - [E:176| 500]: Train Loss:0.00035281, Val MRR:0.42868, testrun_aa7a0f8d
2023-04-30 22:08:53,540 - testrun_aa7a0f8d - [INFO] - [E:176| 600]: Train Loss:0.00035296, Val MRR:0.42868, testrun_aa7a0f8d
2023-04-30 22:11:10,567 - testrun_aa7a0f8d - [INFO] - [E:176| 700]: Train Loss:0.00035324, Val MRR:0.42868, testrun_aa7a0f8d
2023-04-30 22:13:23,019 - testrun_aa7a0f8d - [INFO] - [E:176| 800]: Train Loss:0.00035339, Val MRR:0.42868, testrun_aa7a0f8d
2023-04-30 22:13:37,141 - testrun_aa7a0f8d - [INFO] - [Epoch:176]: Training Loss:0.0003533
2023-04-30 22:13:37,522 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 22:13:48,189 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 22:13:59,192 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 176 valid]:
MRR: Tail : 0.44367, Head : 0.41346, Avg : 0.42856
2023-04-30 22:13:59,192 - testrun_aa7a0f8d - [INFO] - [Epoch 176]: Training Loss: 0.00035333, Valid MRR: 0.42868,
2023-04-30 22:14:00,340 - testrun_aa7a0f8d - [INFO] - [E:177| 0]: Train Loss:0.00035851, Val MRR:0.42868, testrun_aa7a0f8d
2023-04-30 22:16:16,217 - testrun_aa7a0f8d - [INFO] - [E:177| 100]: Train Loss:0.00035366, Val MRR:0.42868, testrun_aa7a0f8d
2023-04-30 22:18:34,178 - testrun_aa7a0f8d - [INFO] - [E:177| 200]: Train Loss:0.00035308, Val MRR:0.42868, testrun_aa7a0f8d
2023-04-30 22:20:49,780 - testrun_aa7a0f8d - [INFO] - [E:177| 300]: Train Loss:0.00035256, Val MRR:0.42868, testrun_aa7a0f8d
2023-04-30 22:22:59,453 - testrun_aa7a0f8d - [INFO] - [E:177| 400]: Train Loss:0.00035266, Val MRR:0.42868, testrun_aa7a0f8d
2023-04-30 22:25:15,278 - testrun_aa7a0f8d - [INFO] - [E:177| 500]: Train Loss:0.0003527, Val MRR:0.42868, testrun_aa7a0f8d
2023-04-30 22:27:17,034 - testrun_aa7a0f8d - [INFO] - [E:177| 600]: Train Loss:0.00035301, Val MRR:0.42868, testrun_aa7a0f8d
2023-04-30 22:29:30,172 - testrun_aa7a0f8d - [INFO] - [E:177| 700]: Train Loss:0.00035307, Val MRR:0.42868, testrun_aa7a0f8d
2023-04-30 22:31:41,371 - testrun_aa7a0f8d - [INFO] - [E:177| 800]: Train Loss:0.00035303, Val MRR:0.42868, testrun_aa7a0f8d
2023-04-30 22:31:52,076 - testrun_aa7a0f8d - [INFO] - [Epoch:177]: Training Loss:0.0003531
2023-04-30 22:31:52,458 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 22:32:02,455 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 22:32:12,467 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 177 valid]:
MRR: Tail : 0.44289, Head : 0.41537, Avg : 0.42913
2023-04-30 22:32:14,722 - testrun_aa7a0f8d - [INFO] - [Epoch 177]: Training Loss: 0.00035307, Valid MRR: 0.42913,
2023-04-30 22:32:15,901 - testrun_aa7a0f8d - [INFO] - [E:178| 0]: Train Loss:0.00034323, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 22:34:33,914 - testrun_aa7a0f8d - [INFO] - [E:178| 100]: Train Loss:0.00035045, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 22:36:56,929 - testrun_aa7a0f8d - [INFO] - [E:178| 200]: Train Loss:0.00035124, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 22:39:11,113 - testrun_aa7a0f8d - [INFO] - [E:178| 300]: Train Loss:0.00035137, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 22:41:20,737 - testrun_aa7a0f8d - [INFO] - [E:178| 400]: Train Loss:0.00035182, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 22:43:36,585 - testrun_aa7a0f8d - [INFO] - [E:178| 500]: Train Loss:0.00035224, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 22:45:45,283 - testrun_aa7a0f8d - [INFO] - [E:178| 600]: Train Loss:0.00035241, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 22:47:55,761 - testrun_aa7a0f8d - [INFO] - [E:178| 700]: Train Loss:0.00035272, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 22:50:17,700 - testrun_aa7a0f8d - [INFO] - [E:178| 800]: Train Loss:0.00035277, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 22:50:30,160 - testrun_aa7a0f8d - [INFO] - [Epoch:178]: Training Loss:0.0003528
2023-04-30 22:50:30,539 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 22:50:41,168 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 22:50:50,437 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 178 valid]:
MRR: Tail : 0.44374, Head : 0.41387, Avg : 0.4288
2023-04-30 22:50:50,437 - testrun_aa7a0f8d - [INFO] - [Epoch 178]: Training Loss: 0.00035281, Valid MRR: 0.42913,
2023-04-30 22:50:51,581 - testrun_aa7a0f8d - [INFO] - [E:179| 0]: Train Loss:0.00034138, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 22:53:01,174 - testrun_aa7a0f8d - [INFO] - [E:179| 100]: Train Loss:0.00035042, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 22:55:16,360 - testrun_aa7a0f8d - [INFO] - [E:179| 200]: Train Loss:0.00035057, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 22:57:22,142 - testrun_aa7a0f8d - [INFO] - [E:179| 300]: Train Loss:0.00035141, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 22:59:30,932 - testrun_aa7a0f8d - [INFO] - [E:179| 400]: Train Loss:0.00035165, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:01:41,310 - testrun_aa7a0f8d - [INFO] - [E:179| 500]: Train Loss:0.00035166, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:03:46,404 - testrun_aa7a0f8d - [INFO] - [E:179| 600]: Train Loss:0.00035191, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:06:00,729 - testrun_aa7a0f8d - [INFO] - [E:179| 700]: Train Loss:0.00035201, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:08:21,313 - testrun_aa7a0f8d - [INFO] - [E:179| 800]: Train Loss:0.00035219, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:08:30,200 - testrun_aa7a0f8d - [INFO] - [Epoch:179]: Training Loss:0.0003522
2023-04-30 23:08:30,586 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 23:08:40,778 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 23:08:49,587 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 179 valid]:
MRR: Tail : 0.44245, Head : 0.41373, Avg : 0.42809
MR: Tail : 5445.2, Head : 5415.4, Avg : 5430.3
Hit-1: Tail : 0.41694, Head : 0.38958, Avg : 0.40326
Hit-3: Tail : 0.45386, Head : 0.42221, Avg : 0.43804
Hit-10: Tail : 0.49011, Head : 0.45913, Avg : 0.47462
2023-04-30 23:08:49,587 - testrun_aa7a0f8d - [INFO] - [Epoch 179]: Training Loss: 0.00035222, Valid MRR: 0.42913,
2023-04-30 23:08:50,752 - testrun_aa7a0f8d - [INFO] - [E:180| 0]: Train Loss:0.00034811, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:10:58,038 - testrun_aa7a0f8d - [INFO] - [E:180| 100]: Train Loss:0.00035099, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:12:57,180 - testrun_aa7a0f8d - [INFO] - [E:180| 200]: Train Loss:0.00035108, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:14:58,210 - testrun_aa7a0f8d - [INFO] - [E:180| 300]: Train Loss:0.00035125, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:17:08,735 - testrun_aa7a0f8d - [INFO] - [E:180| 400]: Train Loss:0.00035184, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:19:08,732 - testrun_aa7a0f8d - [INFO] - [E:180| 500]: Train Loss:0.00035154, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:21:16,474 - testrun_aa7a0f8d - [INFO] - [E:180| 600]: Train Loss:0.00035163, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:23:27,161 - testrun_aa7a0f8d - [INFO] - [E:180| 700]: Train Loss:0.00035162, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:25:42,824 - testrun_aa7a0f8d - [INFO] - [E:180| 800]: Train Loss:0.0003517, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:25:57,578 - testrun_aa7a0f8d - [INFO] - [Epoch:180]: Training Loss:0.0003517
2023-04-30 23:25:57,964 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 23:26:08,343 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 23:26:17,234 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 180 valid]:
MRR: Tail : 0.4406, Head : 0.41558, Avg : 0.42809
2023-04-30 23:26:17,234 - testrun_aa7a0f8d - [INFO] - [Epoch 180]: Training Loss: 0.00035171, Valid MRR: 0.42913,
2023-04-30 23:26:18,406 - testrun_aa7a0f8d - [INFO] - [E:181| 0]: Train Loss:0.00034791, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:28:21,577 - testrun_aa7a0f8d - [INFO] - [E:181| 100]: Train Loss:0.00034962, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:30:26,955 - testrun_aa7a0f8d - [INFO] - [E:181| 200]: Train Loss:0.00035025, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:32:39,465 - testrun_aa7a0f8d - [INFO] - [E:181| 300]: Train Loss:0.00035067, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:34:51,067 - testrun_aa7a0f8d - [INFO] - [E:181| 400]: Train Loss:0.00035115, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:37:05,202 - testrun_aa7a0f8d - [INFO] - [E:181| 500]: Train Loss:0.00035129, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:39:18,263 - testrun_aa7a0f8d - [INFO] - [E:181| 600]: Train Loss:0.00035129, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:41:24,917 - testrun_aa7a0f8d - [INFO] - [E:181| 700]: Train Loss:0.00035118, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:43:32,263 - testrun_aa7a0f8d - [INFO] - [E:181| 800]: Train Loss:0.00035131, Val MRR:0.42913, testrun_aa7a0f8d
2023-04-30 23:43:41,084 - testrun_aa7a0f8d - [INFO] - [Epoch:181]: Training Loss:0.0003513
2023-04-30 23:43:41,466 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-04-30 23:43:51,897 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-04-30 23:44:00,763 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 181 valid]:
MRR: Tail : 0.44367, Head : 0.41621, Avg : 0.42994
2023-04-30 23:44:03,402 - testrun_aa7a0f8d - [INFO] - [Epoch 181]: Training Loss: 0.00035134, Valid MRR: 0.42994,
2023-04-30 23:44:04,829 - testrun_aa7a0f8d - [INFO] - [E:182| 0]: Train Loss:0.00034506, Val MRR:0.42994, testrun_aa7a0f8d
2023-04-30 23:46:10,532 - testrun_aa7a0f8d - [INFO] - [E:182| 100]: Train Loss:0.00035063, Val MRR:0.42994, testrun_aa7a0f8d
2023-04-30 23:48:14,379 - testrun_aa7a0f8d - [INFO] - [E:182| 200]: Train Loss:0.00035097, Val MRR:0.42994, testrun_aa7a0f8d
2023-04-30 23:50:31,618 - testrun_aa7a0f8d - [INFO] - [E:182| 300]: Train Loss:0.00035082, Val MRR:0.42994, testrun_aa7a0f8d
2023-04-30 23:52:42,328 - testrun_aa7a0f8d - [INFO] - [E:182| 400]: Train Loss:0.00035064, Val MRR:0.42994, testrun_aa7a0f8d
2023-04-30 23:54:52,604 - testrun_aa7a0f8d - [INFO] - [E:182| 500]: Train Loss:0.00035061, Val MRR:0.42994, testrun_aa7a0f8d
2023-04-30 23:57:08,958 - testrun_aa7a0f8d - [INFO] - [E:182| 600]: Train Loss:0.00035076, Val MRR:0.42994, testrun_aa7a0f8d
2023-04-30 23:59:11,020 - testrun_aa7a0f8d - [INFO] - [E:182| 700]: Train Loss:0.00035113, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:01:31,157 - testrun_aa7a0f8d - [INFO] - [E:182| 800]: Train Loss:0.00035124, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:01:40,364 - testrun_aa7a0f8d - [INFO] - [Epoch:182]: Training Loss:0.0003512
2023-05-01 00:01:40,745 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 00:01:51,306 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 00:02:01,301 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 182 valid]:
MRR: Tail : 0.44163, Head : 0.4156, Avg : 0.42861
2023-05-01 00:02:01,302 - testrun_aa7a0f8d - [INFO] - [Epoch 182]: Training Loss: 0.00035121, Valid MRR: 0.42994,
2023-05-01 00:02:02,436 - testrun_aa7a0f8d - [INFO] - [E:183| 0]: Train Loss:0.0003654, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:04:05,850 - testrun_aa7a0f8d - [INFO] - [E:183| 100]: Train Loss:0.00035014, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:06:15,460 - testrun_aa7a0f8d - [INFO] - [E:183| 200]: Train Loss:0.00035064, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:08:27,583 - testrun_aa7a0f8d - [INFO] - [E:183| 300]: Train Loss:0.00035034, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:10:44,533 - testrun_aa7a0f8d - [INFO] - [E:183| 400]: Train Loss:0.00035045, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:12:53,334 - testrun_aa7a0f8d - [INFO] - [E:183| 500]: Train Loss:0.00035085, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:15:11,760 - testrun_aa7a0f8d - [INFO] - [E:183| 600]: Train Loss:0.0003508, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:17:22,045 - testrun_aa7a0f8d - [INFO] - [E:183| 700]: Train Loss:0.00035071, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:19:35,652 - testrun_aa7a0f8d - [INFO] - [E:183| 800]: Train Loss:0.00035075, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:19:44,463 - testrun_aa7a0f8d - [INFO] - [Epoch:183]: Training Loss:0.0003508
2023-05-01 00:19:44,850 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 00:19:56,156 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 00:20:05,583 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 183 valid]:
MRR: Tail : 0.44183, Head : 0.41608, Avg : 0.42895
2023-05-01 00:20:05,583 - testrun_aa7a0f8d - [INFO] - [Epoch 183]: Training Loss: 0.00035078, Valid MRR: 0.42994,
2023-05-01 00:20:06,741 - testrun_aa7a0f8d - [INFO] - [E:184| 0]: Train Loss:0.00034416, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:22:18,940 - testrun_aa7a0f8d - [INFO] - [E:184| 100]: Train Loss:0.00034854, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:24:24,922 - testrun_aa7a0f8d - [INFO] - [E:184| 200]: Train Loss:0.00034927, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:26:51,147 - testrun_aa7a0f8d - [INFO] - [E:184| 300]: Train Loss:0.00034962, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:29:01,183 - testrun_aa7a0f8d - [INFO] - [E:184| 400]: Train Loss:0.00035004, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:31:09,046 - testrun_aa7a0f8d - [INFO] - [E:184| 500]: Train Loss:0.00035006, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:33:13,792 - testrun_aa7a0f8d - [INFO] - [E:184| 600]: Train Loss:0.00035014, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:35:37,095 - testrun_aa7a0f8d - [INFO] - [E:184| 700]: Train Loss:0.0003501, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:37:45,683 - testrun_aa7a0f8d - [INFO] - [E:184| 800]: Train Loss:0.0003502, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:37:56,040 - testrun_aa7a0f8d - [INFO] - [Epoch:184]: Training Loss:0.0003502
2023-05-01 00:37:56,421 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 00:38:06,470 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 00:38:17,204 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 184 valid]:
MRR: Tail : 0.44189, Head : 0.41632, Avg : 0.42911
2023-05-01 00:38:17,204 - testrun_aa7a0f8d - [INFO] - [Epoch 184]: Training Loss: 0.00035022, Valid MRR: 0.42994,
2023-05-01 00:38:18,350 - testrun_aa7a0f8d - [INFO] - [E:185| 0]: Train Loss:0.0003467, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:40:27,437 - testrun_aa7a0f8d - [INFO] - [E:185| 100]: Train Loss:0.00034892, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:42:40,567 - testrun_aa7a0f8d - [INFO] - [E:185| 200]: Train Loss:0.00034998, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:44:53,861 - testrun_aa7a0f8d - [INFO] - [E:185| 300]: Train Loss:0.00034979, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:47:02,383 - testrun_aa7a0f8d - [INFO] - [E:185| 400]: Train Loss:0.00034981, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:49:05,161 - testrun_aa7a0f8d - [INFO] - [E:185| 500]: Train Loss:0.00034986, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:51:12,484 - testrun_aa7a0f8d - [INFO] - [E:185| 600]: Train Loss:0.00034975, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:53:20,165 - testrun_aa7a0f8d - [INFO] - [E:185| 700]: Train Loss:0.00034985, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:55:32,859 - testrun_aa7a0f8d - [INFO] - [E:185| 800]: Train Loss:0.00034983, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:55:42,733 - testrun_aa7a0f8d - [INFO] - [Epoch:185]: Training Loss:0.0003499
2023-05-01 00:55:43,113 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 00:55:53,403 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 00:56:04,293 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 185 valid]:
MRR: Tail : 0.44151, Head : 0.41604, Avg : 0.42877
2023-05-01 00:56:04,294 - testrun_aa7a0f8d - [INFO] - [Epoch 185]: Training Loss: 0.00034985, Valid MRR: 0.42994,
2023-05-01 00:56:05,431 - testrun_aa7a0f8d - [INFO] - [E:186| 0]: Train Loss:0.00035641, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 00:58:23,488 - testrun_aa7a0f8d - [INFO] - [E:186| 100]: Train Loss:0.00034897, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 01:00:36,084 - testrun_aa7a0f8d - [INFO] - [E:186| 200]: Train Loss:0.00034916, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 01:02:43,384 - testrun_aa7a0f8d - [INFO] - [E:186| 300]: Train Loss:0.00034922, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 01:04:56,178 - testrun_aa7a0f8d - [INFO] - [E:186| 400]: Train Loss:0.00034932, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 01:07:08,193 - testrun_aa7a0f8d - [INFO] - [E:186| 500]: Train Loss:0.00034943, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 01:09:20,536 - testrun_aa7a0f8d - [INFO] - [E:186| 600]: Train Loss:0.00034967, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 01:11:48,914 - testrun_aa7a0f8d - [INFO] - [E:186| 700]: Train Loss:0.00034969, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 01:14:03,778 - testrun_aa7a0f8d - [INFO] - [E:186| 800]: Train Loss:0.00034979, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 01:14:16,129 - testrun_aa7a0f8d - [INFO] - [Epoch:186]: Training Loss:0.0003498
2023-05-01 01:14:16,511 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 01:14:25,584 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 01:14:36,113 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 186 valid]:
MRR: Tail : 0.44305, Head : 0.41631, Avg : 0.42968
2023-05-01 01:14:36,113 - testrun_aa7a0f8d - [INFO] - [Epoch 186]: Training Loss: 0.00034979, Valid MRR: 0.42994,
2023-05-01 01:14:37,270 - testrun_aa7a0f8d - [INFO] - [E:187| 0]: Train Loss:0.00034581, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 01:16:45,055 - testrun_aa7a0f8d - [INFO] - [E:187| 100]: Train Loss:0.00034992, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 01:18:54,974 - testrun_aa7a0f8d - [INFO] - [E:187| 200]: Train Loss:0.00034885, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 01:21:04,651 - testrun_aa7a0f8d - [INFO] - [E:187| 300]: Train Loss:0.00034917, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 01:23:12,280 - testrun_aa7a0f8d - [INFO] - [E:187| 400]: Train Loss:0.00034878, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 01:25:15,300 - testrun_aa7a0f8d - [INFO] - [E:187| 500]: Train Loss:0.00034896, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 01:27:37,168 - testrun_aa7a0f8d - [INFO] - [E:187| 600]: Train Loss:0.00034911, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 01:29:52,422 - testrun_aa7a0f8d - [INFO] - [E:187| 700]: Train Loss:0.00034925, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 01:32:02,404 - testrun_aa7a0f8d - [INFO] - [E:187| 800]: Train Loss:0.0003494, Val MRR:0.42994, testrun_aa7a0f8d
2023-05-01 01:32:11,757 - testrun_aa7a0f8d - [INFO] - [Epoch:187]: Training Loss:0.0003494
2023-05-01 01:32:12,138 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 01:32:21,451 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 01:32:31,062 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 187 valid]:
MRR: Tail : 0.44482, Head : 0.41615, Avg : 0.43049
2023-05-01 01:32:33,409 - testrun_aa7a0f8d - [INFO] - [Epoch 187]: Training Loss: 0.00034938, Valid MRR: 0.43049,
2023-05-01 01:32:34,577 - testrun_aa7a0f8d - [INFO] - [E:188| 0]: Train Loss:0.00035238, Val MRR:0.43049, testrun_aa7a0f8d
2023-05-01 01:34:46,393 - testrun_aa7a0f8d - [INFO] - [E:188| 100]: Train Loss:0.0003486, Val MRR:0.43049, testrun_aa7a0f8d
2023-05-01 01:36:50,585 - testrun_aa7a0f8d - [INFO] - [E:188| 200]: Train Loss:0.00034827, Val MRR:0.43049, testrun_aa7a0f8d
2023-05-01 01:39:07,384 - testrun_aa7a0f8d - [INFO] - [E:188| 300]: Train Loss:0.00034847, Val MRR:0.43049, testrun_aa7a0f8d
2023-05-01 01:41:13,046 - testrun_aa7a0f8d - [INFO] - [E:188| 400]: Train Loss:0.00034864, Val MRR:0.43049, testrun_aa7a0f8d
2023-05-01 01:43:33,665 - testrun_aa7a0f8d - [INFO] - [E:188| 500]: Train Loss:0.00034863, Val MRR:0.43049, testrun_aa7a0f8d
2023-05-01 01:45:49,855 - testrun_aa7a0f8d - [INFO] - [E:188| 600]: Train Loss:0.00034855, Val MRR:0.43049, testrun_aa7a0f8d
2023-05-01 01:47:58,726 - testrun_aa7a0f8d - [INFO] - [E:188| 700]: Train Loss:0.00034865, Val MRR:0.43049, testrun_aa7a0f8d
2023-05-01 01:50:05,640 - testrun_aa7a0f8d - [INFO] - [E:188| 800]: Train Loss:0.00034883, Val MRR:0.43049, testrun_aa7a0f8d
2023-05-01 01:50:15,704 - testrun_aa7a0f8d - [INFO] - [Epoch:188]: Training Loss:0.0003488
2023-05-01 01:50:16,086 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 01:50:26,779 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 01:50:37,071 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 188 valid]:
MRR: Tail : 0.4447, Head : 0.41523, Avg : 0.42997
2023-05-01 01:50:37,072 - testrun_aa7a0f8d - [INFO] - [Epoch 188]: Training Loss: 0.00034883, Valid MRR: 0.43049,
2023-05-01 01:50:38,251 - testrun_aa7a0f8d - [INFO] - [E:189| 0]: Train Loss:0.00034267, Val MRR:0.43049, testrun_aa7a0f8d
2023-05-01 01:52:49,271 - testrun_aa7a0f8d - [INFO] - [E:189| 100]: Train Loss:0.00034738, Val MRR:0.43049, testrun_aa7a0f8d
2023-05-01 01:54:50,989 - testrun_aa7a0f8d - [INFO] - [E:189| 200]: Train Loss:0.00034782, Val MRR:0.43049, testrun_aa7a0f8d
2023-05-01 01:56:59,967 - testrun_aa7a0f8d - [INFO] - [E:189| 300]: Train Loss:0.00034835, Val MRR:0.43049, testrun_aa7a0f8d
2023-05-01 01:59:09,453 - testrun_aa7a0f8d - [INFO] - [E:189| 400]: Train Loss:0.00034844, Val MRR:0.43049, testrun_aa7a0f8d
2023-05-01 02:01:15,219 - testrun_aa7a0f8d - [INFO] - [E:189| 500]: Train Loss:0.00034841, Val MRR:0.43049, testrun_aa7a0f8d
2023-05-01 02:03:27,944 - testrun_aa7a0f8d - [INFO] - [E:189| 600]: Train Loss:0.00034853, Val MRR:0.43049, testrun_aa7a0f8d
2023-05-01 02:05:33,100 - testrun_aa7a0f8d - [INFO] - [E:189| 700]: Train Loss:0.00034851, Val MRR:0.43049, testrun_aa7a0f8d
2023-05-01 02:07:33,216 - testrun_aa7a0f8d - [INFO] - [E:189| 800]: Train Loss:0.00034855, Val MRR:0.43049, testrun_aa7a0f8d
2023-05-01 02:07:42,127 - testrun_aa7a0f8d - [INFO] - [Epoch:189]: Training Loss:0.0003485
2023-05-01 02:07:43,208 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 02:07:53,772 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 02:08:02,517 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 189 valid]:
MRR: Tail : 0.44446, Head : 0.41756, Avg : 0.43101
MR: Tail : 5654.8, Head : 5453.1, Avg : 5554.0
Hit-1: Tail : 0.42024, Head : 0.39552, Avg : 0.40788
Hit-3: Tail : 0.45353, Head : 0.42485, Avg : 0.43919
Hit-10: Tail : 0.49077, Head : 0.45781, Avg : 0.47429
2023-05-01 02:08:04,816 - testrun_aa7a0f8d - [INFO] - [Epoch 189]: Training Loss: 0.00034855, Valid MRR: 0.43101,
2023-05-01 02:08:05,972 - testrun_aa7a0f8d - [INFO] - [E:190| 0]: Train Loss:0.00034968, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:10:22,659 - testrun_aa7a0f8d - [INFO] - [E:190| 100]: Train Loss:0.00034971, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:12:24,161 - testrun_aa7a0f8d - [INFO] - [E:190| 200]: Train Loss:0.00034872, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:14:27,472 - testrun_aa7a0f8d - [INFO] - [E:190| 300]: Train Loss:0.00034805, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:16:38,786 - testrun_aa7a0f8d - [INFO] - [E:190| 400]: Train Loss:0.00034836, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:18:56,377 - testrun_aa7a0f8d - [INFO] - [E:190| 500]: Train Loss:0.00034826, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:21:12,420 - testrun_aa7a0f8d - [INFO] - [E:190| 600]: Train Loss:0.00034817, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:23:28,664 - testrun_aa7a0f8d - [INFO] - [E:190| 700]: Train Loss:0.00034825, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:25:30,000 - testrun_aa7a0f8d - [INFO] - [E:190| 800]: Train Loss:0.00034818, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:25:38,802 - testrun_aa7a0f8d - [INFO] - [Epoch:190]: Training Loss:0.0003482
2023-05-01 02:25:39,182 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 02:25:48,382 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 02:25:58,388 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 190 valid]:
MRR: Tail : 0.44306, Head : 0.41578, Avg : 0.42942
2023-05-01 02:25:58,388 - testrun_aa7a0f8d - [INFO] - [Epoch 190]: Training Loss: 0.00034817, Valid MRR: 0.43101,
2023-05-01 02:25:59,674 - testrun_aa7a0f8d - [INFO] - [E:191| 0]: Train Loss:0.00035457, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:28:14,564 - testrun_aa7a0f8d - [INFO] - [E:191| 100]: Train Loss:0.00034746, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:30:22,925 - testrun_aa7a0f8d - [INFO] - [E:191| 200]: Train Loss:0.00034718, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:32:29,050 - testrun_aa7a0f8d - [INFO] - [E:191| 300]: Train Loss:0.00034724, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:34:37,993 - testrun_aa7a0f8d - [INFO] - [E:191| 400]: Train Loss:0.0003472, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:36:59,769 - testrun_aa7a0f8d - [INFO] - [E:191| 500]: Train Loss:0.00034733, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:39:12,353 - testrun_aa7a0f8d - [INFO] - [E:191| 600]: Train Loss:0.00034757, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:41:14,196 - testrun_aa7a0f8d - [INFO] - [E:191| 700]: Train Loss:0.0003477, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:43:25,794 - testrun_aa7a0f8d - [INFO] - [E:191| 800]: Train Loss:0.00034791, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:43:34,835 - testrun_aa7a0f8d - [INFO] - [Epoch:191]: Training Loss:0.0003479
2023-05-01 02:43:35,215 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 02:43:44,928 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 02:43:55,149 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 191 valid]:
MRR: Tail : 0.44295, Head : 0.41593, Avg : 0.42944
2023-05-01 02:43:55,150 - testrun_aa7a0f8d - [INFO] - [Epoch 191]: Training Loss: 0.00034789, Valid MRR: 0.43101,
2023-05-01 02:43:56,302 - testrun_aa7a0f8d - [INFO] - [E:192| 0]: Train Loss:0.00035907, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:46:03,048 - testrun_aa7a0f8d - [INFO] - [E:192| 100]: Train Loss:0.00034658, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:48:07,195 - testrun_aa7a0f8d - [INFO] - [E:192| 200]: Train Loss:0.00034669, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:50:18,845 - testrun_aa7a0f8d - [INFO] - [E:192| 300]: Train Loss:0.00034696, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:52:22,273 - testrun_aa7a0f8d - [INFO] - [E:192| 400]: Train Loss:0.00034756, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:54:42,957 - testrun_aa7a0f8d - [INFO] - [E:192| 500]: Train Loss:0.00034775, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:56:50,362 - testrun_aa7a0f8d - [INFO] - [E:192| 600]: Train Loss:0.00034773, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 02:58:59,348 - testrun_aa7a0f8d - [INFO] - [E:192| 700]: Train Loss:0.00034754, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:01:11,685 - testrun_aa7a0f8d - [INFO] - [E:192| 800]: Train Loss:0.00034761, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:01:22,060 - testrun_aa7a0f8d - [INFO] - [Epoch:192]: Training Loss:0.0003476
2023-05-01 03:01:22,441 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 03:01:33,991 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 03:01:44,237 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 192 valid]:
MRR: Tail : 0.44319, Head : 0.41631, Avg : 0.42975
2023-05-01 03:01:44,237 - testrun_aa7a0f8d - [INFO] - [Epoch 192]: Training Loss: 0.00034765, Valid MRR: 0.43101,
2023-05-01 03:01:45,388 - testrun_aa7a0f8d - [INFO] - [E:193| 0]: Train Loss:0.00036195, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:04:04,036 - testrun_aa7a0f8d - [INFO] - [E:193| 100]: Train Loss:0.0003476, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:06:08,547 - testrun_aa7a0f8d - [INFO] - [E:193| 200]: Train Loss:0.00034725, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:08:19,120 - testrun_aa7a0f8d - [INFO] - [E:193| 300]: Train Loss:0.00034736, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:10:29,912 - testrun_aa7a0f8d - [INFO] - [E:193| 400]: Train Loss:0.00034724, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:12:49,320 - testrun_aa7a0f8d - [INFO] - [E:193| 500]: Train Loss:0.00034746, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:15:03,451 - testrun_aa7a0f8d - [INFO] - [E:193| 600]: Train Loss:0.00034748, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:17:07,517 - testrun_aa7a0f8d - [INFO] - [E:193| 700]: Train Loss:0.00034755, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:19:11,207 - testrun_aa7a0f8d - [INFO] - [E:193| 800]: Train Loss:0.00034751, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:19:20,817 - testrun_aa7a0f8d - [INFO] - [Epoch:193]: Training Loss:0.0003475
2023-05-01 03:19:21,197 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 03:19:30,270 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 03:19:39,231 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 193 valid]:
MRR: Tail : 0.44231, Head : 0.41695, Avg : 0.42963
2023-05-01 03:19:39,232 - testrun_aa7a0f8d - [INFO] - [Epoch 193]: Training Loss: 0.0003475, Valid MRR: 0.43101,
2023-05-01 03:19:40,379 - testrun_aa7a0f8d - [INFO] - [E:194| 0]: Train Loss:0.00035159, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:21:48,233 - testrun_aa7a0f8d - [INFO] - [E:194| 100]: Train Loss:0.00034548, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:23:55,016 - testrun_aa7a0f8d - [INFO] - [E:194| 200]: Train Loss:0.00034619, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:26:05,044 - testrun_aa7a0f8d - [INFO] - [E:194| 300]: Train Loss:0.00034616, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:28:10,714 - testrun_aa7a0f8d - [INFO] - [E:194| 400]: Train Loss:0.00034644, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:30:30,095 - testrun_aa7a0f8d - [INFO] - [E:194| 500]: Train Loss:0.00034662, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:32:31,421 - testrun_aa7a0f8d - [INFO] - [E:194| 600]: Train Loss:0.00034673, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:34:49,451 - testrun_aa7a0f8d - [INFO] - [E:194| 700]: Train Loss:0.00034681, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:36:53,654 - testrun_aa7a0f8d - [INFO] - [E:194| 800]: Train Loss:0.00034709, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:37:02,462 - testrun_aa7a0f8d - [INFO] - [Epoch:194]: Training Loss:0.0003471
2023-05-01 03:37:02,982 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 03:37:13,503 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 03:37:23,552 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 194 valid]:
MRR: Tail : 0.44129, Head : 0.41642, Avg : 0.42886
2023-05-01 03:37:23,552 - testrun_aa7a0f8d - [INFO] - [Epoch 194]: Training Loss: 0.00034711, Valid MRR: 0.43101,
2023-05-01 03:37:25,031 - testrun_aa7a0f8d - [INFO] - [E:195| 0]: Train Loss:0.00033955, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:39:39,994 - testrun_aa7a0f8d - [INFO] - [E:195| 100]: Train Loss:0.00034654, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:41:48,123 - testrun_aa7a0f8d - [INFO] - [E:195| 200]: Train Loss:0.00034672, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:44:05,805 - testrun_aa7a0f8d - [INFO] - [E:195| 300]: Train Loss:0.00034663, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:46:18,765 - testrun_aa7a0f8d - [INFO] - [E:195| 400]: Train Loss:0.00034655, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:48:58,470 - testrun_aa7a0f8d - [INFO] - [E:195| 500]: Train Loss:0.00034672, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:50:57,558 - testrun_aa7a0f8d - [INFO] - [E:195| 600]: Train Loss:0.00034657, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:53:09,680 - testrun_aa7a0f8d - [INFO] - [E:195| 700]: Train Loss:0.00034674, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:55:13,512 - testrun_aa7a0f8d - [INFO] - [E:195| 800]: Train Loss:0.00034675, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:55:22,656 - testrun_aa7a0f8d - [INFO] - [Epoch:195]: Training Loss:0.0003468
2023-05-01 03:55:23,050 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 03:55:32,130 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 03:55:42,643 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 195 valid]:
MRR: Tail : 0.44299, Head : 0.41846, Avg : 0.43073
2023-05-01 03:55:42,644 - testrun_aa7a0f8d - [INFO] - [Epoch 195]: Training Loss: 0.00034676, Valid MRR: 0.43101,
2023-05-01 03:55:43,794 - testrun_aa7a0f8d - [INFO] - [E:196| 0]: Train Loss:0.00034422, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 03:58:04,439 - testrun_aa7a0f8d - [INFO] - [E:196| 100]: Train Loss:0.00034498, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:00:12,574 - testrun_aa7a0f8d - [INFO] - [E:196| 200]: Train Loss:0.00034534, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:02:19,818 - testrun_aa7a0f8d - [INFO] - [E:196| 300]: Train Loss:0.00034604, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:04:48,405 - testrun_aa7a0f8d - [INFO] - [E:196| 400]: Train Loss:0.00034615, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:06:54,375 - testrun_aa7a0f8d - [INFO] - [E:196| 500]: Train Loss:0.0003463, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:09:08,133 - testrun_aa7a0f8d - [INFO] - [E:196| 600]: Train Loss:0.00034643, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:11:23,084 - testrun_aa7a0f8d - [INFO] - [E:196| 700]: Train Loss:0.00034664, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:13:32,069 - testrun_aa7a0f8d - [INFO] - [E:196| 800]: Train Loss:0.00034662, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:13:40,836 - testrun_aa7a0f8d - [INFO] - [Epoch:196]: Training Loss:0.0003467
2023-05-01 04:13:41,215 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 04:13:50,623 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 04:13:59,492 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 196 valid]:
MRR: Tail : 0.44316, Head : 0.41707, Avg : 0.43011
2023-05-01 04:13:59,493 - testrun_aa7a0f8d - [INFO] - [Epoch 196]: Training Loss: 0.00034666, Valid MRR: 0.43101,
2023-05-01 04:14:00,643 - testrun_aa7a0f8d - [INFO] - [E:197| 0]: Train Loss:0.00035507, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:16:09,315 - testrun_aa7a0f8d - [INFO] - [E:197| 100]: Train Loss:0.0003457, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:18:18,068 - testrun_aa7a0f8d - [INFO] - [E:197| 200]: Train Loss:0.00034563, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:20:34,355 - testrun_aa7a0f8d - [INFO] - [E:197| 300]: Train Loss:0.00034577, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:22:54,265 - testrun_aa7a0f8d - [INFO] - [E:197| 400]: Train Loss:0.00034571, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:24:57,662 - testrun_aa7a0f8d - [INFO] - [E:197| 500]: Train Loss:0.00034581, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:27:12,398 - testrun_aa7a0f8d - [INFO] - [E:197| 600]: Train Loss:0.00034589, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:29:43,525 - testrun_aa7a0f8d - [INFO] - [E:197| 700]: Train Loss:0.00034625, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:31:43,795 - testrun_aa7a0f8d - [INFO] - [E:197| 800]: Train Loss:0.00034637, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:31:59,988 - testrun_aa7a0f8d - [INFO] - [Epoch:197]: Training Loss:0.0003464
2023-05-01 04:32:00,405 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 04:32:10,389 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 04:32:19,609 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 197 valid]:
MRR: Tail : 0.44169, Head : 0.4177, Avg : 0.42969
2023-05-01 04:32:19,609 - testrun_aa7a0f8d - [INFO] - [Epoch 197]: Training Loss: 0.00034636, Valid MRR: 0.43101,
2023-05-01 04:32:20,744 - testrun_aa7a0f8d - [INFO] - [E:198| 0]: Train Loss:0.00034767, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:34:27,138 - testrun_aa7a0f8d - [INFO] - [E:198| 100]: Train Loss:0.00034572, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:36:46,622 - testrun_aa7a0f8d - [INFO] - [E:198| 200]: Train Loss:0.00034574, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:39:17,337 - testrun_aa7a0f8d - [INFO] - [E:198| 300]: Train Loss:0.00034574, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:41:28,135 - testrun_aa7a0f8d - [INFO] - [E:198| 400]: Train Loss:0.00034578, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:43:33,492 - testrun_aa7a0f8d - [INFO] - [E:198| 500]: Train Loss:0.00034557, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:45:37,630 - testrun_aa7a0f8d - [INFO] - [E:198| 600]: Train Loss:0.00034582, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:47:45,496 - testrun_aa7a0f8d - [INFO] - [E:198| 700]: Train Loss:0.00034607, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:49:51,373 - testrun_aa7a0f8d - [INFO] - [E:198| 800]: Train Loss:0.00034622, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:50:02,104 - testrun_aa7a0f8d - [INFO] - [Epoch:198]: Training Loss:0.0003463
2023-05-01 04:50:02,491 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 04:50:11,850 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 04:50:22,802 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 198 valid]:
MRR: Tail : 0.44324, Head : 0.41784, Avg : 0.43054
2023-05-01 04:50:22,802 - testrun_aa7a0f8d - [INFO] - [Epoch 198]: Training Loss: 0.00034627, Valid MRR: 0.43101,
2023-05-01 04:50:23,967 - testrun_aa7a0f8d - [INFO] - [E:199| 0]: Train Loss:0.00034084, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:52:53,628 - testrun_aa7a0f8d - [INFO] - [E:199| 100]: Train Loss:0.00034592, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:55:19,963 - testrun_aa7a0f8d - [INFO] - [E:199| 200]: Train Loss:0.00034563, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 04:57:55,928 - testrun_aa7a0f8d - [INFO] - [E:199| 300]: Train Loss:0.00034573, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:00:14,166 - testrun_aa7a0f8d - [INFO] - [E:199| 400]: Train Loss:0.00034558, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:02:32,011 - testrun_aa7a0f8d - [INFO] - [E:199| 500]: Train Loss:0.00034555, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:04:40,848 - testrun_aa7a0f8d - [INFO] - [E:199| 600]: Train Loss:0.00034571, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:07:00,794 - testrun_aa7a0f8d - [INFO] - [E:199| 700]: Train Loss:0.00034577, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:09:19,408 - testrun_aa7a0f8d - [INFO] - [E:199| 800]: Train Loss:0.00034562, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:09:29,363 - testrun_aa7a0f8d - [INFO] - [Epoch:199]: Training Loss:0.0003457
2023-05-01 05:09:30,054 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 05:09:39,273 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 05:09:53,032 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 199 valid]:
MRR: Tail : 0.44346, Head : 0.41697, Avg : 0.43021
MR: Tail : 5436.9, Head : 5513.4, Avg : 5475.2
Hit-1: Tail : 0.42123, Head : 0.39453, Avg : 0.40788
Hit-3: Tail : 0.44792, Head : 0.4232, Avg : 0.43556
Hit-10: Tail : 0.48945, Head : 0.45979, Avg : 0.47462
2023-05-01 05:09:53,033 - testrun_aa7a0f8d - [INFO] - [Epoch 199]: Training Loss: 0.00034568, Valid MRR: 0.43101,
2023-05-01 05:09:54,184 - testrun_aa7a0f8d - [INFO] - [E:200| 0]: Train Loss:0.00034151, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:11:57,072 - testrun_aa7a0f8d - [INFO] - [E:200| 100]: Train Loss:0.00034502, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:14:18,266 - testrun_aa7a0f8d - [INFO] - [E:200| 200]: Train Loss:0.00034563, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:16:29,397 - testrun_aa7a0f8d - [INFO] - [E:200| 300]: Train Loss:0.00034536, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:18:41,701 - testrun_aa7a0f8d - [INFO] - [E:200| 400]: Train Loss:0.00034519, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:20:57,031 - testrun_aa7a0f8d - [INFO] - [E:200| 500]: Train Loss:0.00034508, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:23:09,006 - testrun_aa7a0f8d - [INFO] - [E:200| 600]: Train Loss:0.00034524, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:25:18,697 - testrun_aa7a0f8d - [INFO] - [E:200| 700]: Train Loss:0.00034527, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:27:32,407 - testrun_aa7a0f8d - [INFO] - [E:200| 800]: Train Loss:0.00034523, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:27:43,815 - testrun_aa7a0f8d - [INFO] - [Epoch:200]: Training Loss:0.0003452
2023-05-01 05:27:44,195 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 05:27:54,892 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 05:28:05,082 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 200 valid]:
MRR: Tail : 0.44133, Head : 0.41751, Avg : 0.42942
2023-05-01 05:28:05,082 - testrun_aa7a0f8d - [INFO] - [Epoch 200]: Training Loss: 0.00034522, Valid MRR: 0.43101,
2023-05-01 05:28:06,220 - testrun_aa7a0f8d - [INFO] - [E:201| 0]: Train Loss:0.00033834, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:30:16,795 - testrun_aa7a0f8d - [INFO] - [E:201| 100]: Train Loss:0.00034465, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:32:30,622 - testrun_aa7a0f8d - [INFO] - [E:201| 200]: Train Loss:0.00034447, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:34:40,984 - testrun_aa7a0f8d - [INFO] - [E:201| 300]: Train Loss:0.00034447, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:36:45,699 - testrun_aa7a0f8d - [INFO] - [E:201| 400]: Train Loss:0.00034434, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:39:02,812 - testrun_aa7a0f8d - [INFO] - [E:201| 500]: Train Loss:0.00034459, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:41:07,034 - testrun_aa7a0f8d - [INFO] - [E:201| 600]: Train Loss:0.00034465, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:43:15,709 - testrun_aa7a0f8d - [INFO] - [E:201| 700]: Train Loss:0.00034476, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:45:28,772 - testrun_aa7a0f8d - [INFO] - [E:201| 800]: Train Loss:0.00034503, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:45:38,990 - testrun_aa7a0f8d - [INFO] - [Epoch:201]: Training Loss:0.000345
2023-05-01 05:45:39,377 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 05:45:50,771 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 05:46:00,349 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 201 valid]:
MRR: Tail : 0.4439, Head : 0.41514, Avg : 0.42952
2023-05-01 05:46:00,349 - testrun_aa7a0f8d - [INFO] - [Epoch 201]: Training Loss: 0.00034503, Valid MRR: 0.43101,
2023-05-01 05:46:01,490 - testrun_aa7a0f8d - [INFO] - [E:202| 0]: Train Loss:0.00034412, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:48:11,087 - testrun_aa7a0f8d - [INFO] - [E:202| 100]: Train Loss:0.00034414, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:50:37,817 - testrun_aa7a0f8d - [INFO] - [E:202| 200]: Train Loss:0.00034436, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:52:46,908 - testrun_aa7a0f8d - [INFO] - [E:202| 300]: Train Loss:0.00034419, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:55:00,376 - testrun_aa7a0f8d - [INFO] - [E:202| 400]: Train Loss:0.00034421, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:57:11,180 - testrun_aa7a0f8d - [INFO] - [E:202| 500]: Train Loss:0.00034453, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 05:59:16,835 - testrun_aa7a0f8d - [INFO] - [E:202| 600]: Train Loss:0.00034457, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:01:32,457 - testrun_aa7a0f8d - [INFO] - [E:202| 700]: Train Loss:0.00034454, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:03:40,769 - testrun_aa7a0f8d - [INFO] - [E:202| 800]: Train Loss:0.00034458, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:03:49,747 - testrun_aa7a0f8d - [INFO] - [Epoch:202]: Training Loss:0.0003446
2023-05-01 06:03:50,128 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 06:03:59,669 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 06:04:08,359 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 202 valid]:
MRR: Tail : 0.4429, Head : 0.41591, Avg : 0.42941
2023-05-01 06:04:08,359 - testrun_aa7a0f8d - [INFO] - [Epoch 202]: Training Loss: 0.00034457, Valid MRR: 0.43101,
2023-05-01 06:04:09,552 - testrun_aa7a0f8d - [INFO] - [E:203| 0]: Train Loss:0.00034038, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:06:25,323 - testrun_aa7a0f8d - [INFO] - [E:203| 100]: Train Loss:0.00034459, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:08:48,289 - testrun_aa7a0f8d - [INFO] - [E:203| 200]: Train Loss:0.0003441, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:10:56,310 - testrun_aa7a0f8d - [INFO] - [E:203| 300]: Train Loss:0.00034396, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:13:03,820 - testrun_aa7a0f8d - [INFO] - [E:203| 400]: Train Loss:0.00034394, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:15:12,083 - testrun_aa7a0f8d - [INFO] - [E:203| 500]: Train Loss:0.00034431, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:17:20,653 - testrun_aa7a0f8d - [INFO] - [E:203| 600]: Train Loss:0.0003445, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:19:25,976 - testrun_aa7a0f8d - [INFO] - [E:203| 700]: Train Loss:0.00034462, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:21:37,683 - testrun_aa7a0f8d - [INFO] - [E:203| 800]: Train Loss:0.00034466, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:21:50,419 - testrun_aa7a0f8d - [INFO] - [Epoch:203]: Training Loss:0.0003447
2023-05-01 06:21:50,804 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 06:21:59,848 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 06:22:09,813 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 203 valid]:
MRR: Tail : 0.44218, Head : 0.4159, Avg : 0.42904
2023-05-01 06:22:09,813 - testrun_aa7a0f8d - [INFO] - [Epoch 203]: Training Loss: 0.00034469, Valid MRR: 0.43101,
2023-05-01 06:22:10,967 - testrun_aa7a0f8d - [INFO] - [E:204| 0]: Train Loss:0.00035071, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:24:26,064 - testrun_aa7a0f8d - [INFO] - [E:204| 100]: Train Loss:0.00034336, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:26:48,643 - testrun_aa7a0f8d - [INFO] - [E:204| 200]: Train Loss:0.00034387, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:29:00,088 - testrun_aa7a0f8d - [INFO] - [E:204| 300]: Train Loss:0.00034373, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:31:13,710 - testrun_aa7a0f8d - [INFO] - [E:204| 400]: Train Loss:0.00034369, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:33:29,018 - testrun_aa7a0f8d - [INFO] - [E:204| 500]: Train Loss:0.00034369, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:35:39,166 - testrun_aa7a0f8d - [INFO] - [E:204| 600]: Train Loss:0.00034389, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:37:42,003 - testrun_aa7a0f8d - [INFO] - [E:204| 700]: Train Loss:0.0003441, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:39:43,240 - testrun_aa7a0f8d - [INFO] - [E:204| 800]: Train Loss:0.00034424, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:39:52,973 - testrun_aa7a0f8d - [INFO] - [Epoch:204]: Training Loss:0.0003443
2023-05-01 06:39:53,356 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 06:40:03,430 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 06:40:13,531 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 204 valid]:
MRR: Tail : 0.44221, Head : 0.41669, Avg : 0.42945
2023-05-01 06:40:13,531 - testrun_aa7a0f8d - [INFO] - [Epoch 204]: Training Loss: 0.00034428, Valid MRR: 0.43101,
2023-05-01 06:40:14,671 - testrun_aa7a0f8d - [INFO] - [E:205| 0]: Train Loss:0.00034313, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:42:37,850 - testrun_aa7a0f8d - [INFO] - [E:205| 100]: Train Loss:0.00034302, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:44:50,082 - testrun_aa7a0f8d - [INFO] - [E:205| 200]: Train Loss:0.00034338, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:46:59,842 - testrun_aa7a0f8d - [INFO] - [E:205| 300]: Train Loss:0.0003438, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:49:19,848 - testrun_aa7a0f8d - [INFO] - [E:205| 400]: Train Loss:0.00034383, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:51:26,208 - testrun_aa7a0f8d - [INFO] - [E:205| 500]: Train Loss:0.00034381, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:53:25,319 - testrun_aa7a0f8d - [INFO] - [E:205| 600]: Train Loss:0.00034382, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:55:29,252 - testrun_aa7a0f8d - [INFO] - [E:205| 700]: Train Loss:0.000344, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:57:36,939 - testrun_aa7a0f8d - [INFO] - [E:205| 800]: Train Loss:0.00034401, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 06:57:47,418 - testrun_aa7a0f8d - [INFO] - [Epoch:205]: Training Loss:0.000344
2023-05-01 06:57:47,806 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 06:57:57,765 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 06:58:07,876 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 205 valid]:
MRR: Tail : 0.44121, Head : 0.41704, Avg : 0.42912
2023-05-01 06:58:07,877 - testrun_aa7a0f8d - [INFO] - [Epoch 205]: Training Loss: 0.00034399, Valid MRR: 0.43101,
2023-05-01 06:58:09,861 - testrun_aa7a0f8d - [INFO] - [E:206| 0]: Train Loss:0.00033847, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:00:33,367 - testrun_aa7a0f8d - [INFO] - [E:206| 100]: Train Loss:0.0003435, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:02:34,118 - testrun_aa7a0f8d - [INFO] - [E:206| 200]: Train Loss:0.00034346, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:04:40,269 - testrun_aa7a0f8d - [INFO] - [E:206| 300]: Train Loss:0.0003434, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:06:49,933 - testrun_aa7a0f8d - [INFO] - [E:206| 400]: Train Loss:0.00034384, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:09:07,276 - testrun_aa7a0f8d - [INFO] - [E:206| 500]: Train Loss:0.00034377, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:11:20,128 - testrun_aa7a0f8d - [INFO] - [E:206| 600]: Train Loss:0.00034383, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:13:30,917 - testrun_aa7a0f8d - [INFO] - [E:206| 700]: Train Loss:0.0003437, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:15:47,308 - testrun_aa7a0f8d - [INFO] - [E:206| 800]: Train Loss:0.00034371, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:15:59,904 - testrun_aa7a0f8d - [INFO] - [Epoch:206]: Training Loss:0.0003437
2023-05-01 07:16:00,290 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 07:16:13,580 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 07:16:25,786 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 206 valid]:
MRR: Tail : 0.44279, Head : 0.41821, Avg : 0.4305
2023-05-01 07:16:25,786 - testrun_aa7a0f8d - [INFO] - [Epoch 206]: Training Loss: 0.00034371, Valid MRR: 0.43101,
2023-05-01 07:16:26,923 - testrun_aa7a0f8d - [INFO] - [E:207| 0]: Train Loss:0.00034147, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:18:52,968 - testrun_aa7a0f8d - [INFO] - [E:207| 100]: Train Loss:0.0003424, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:21:07,242 - testrun_aa7a0f8d - [INFO] - [E:207| 200]: Train Loss:0.00034292, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:23:27,113 - testrun_aa7a0f8d - [INFO] - [E:207| 300]: Train Loss:0.00034304, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:25:41,439 - testrun_aa7a0f8d - [INFO] - [E:207| 400]: Train Loss:0.00034339, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:27:54,846 - testrun_aa7a0f8d - [INFO] - [E:207| 500]: Train Loss:0.00034335, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:30:08,832 - testrun_aa7a0f8d - [INFO] - [E:207| 600]: Train Loss:0.00034334, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:32:18,256 - testrun_aa7a0f8d - [INFO] - [E:207| 700]: Train Loss:0.00034337, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:34:33,527 - testrun_aa7a0f8d - [INFO] - [E:207| 800]: Train Loss:0.00034349, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:34:46,487 - testrun_aa7a0f8d - [INFO] - [Epoch:207]: Training Loss:0.0003435
2023-05-01 07:34:46,869 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 07:34:56,030 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 07:35:04,803 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 207 valid]:
MRR: Tail : 0.4432, Head : 0.41652, Avg : 0.42986
2023-05-01 07:35:04,803 - testrun_aa7a0f8d - [INFO] - [Epoch 207]: Training Loss: 0.0003435, Valid MRR: 0.43101,
2023-05-01 07:35:05,956 - testrun_aa7a0f8d - [INFO] - [E:208| 0]: Train Loss:0.00033587, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:37:16,164 - testrun_aa7a0f8d - [INFO] - [E:208| 100]: Train Loss:0.00034287, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:39:25,565 - testrun_aa7a0f8d - [INFO] - [E:208| 200]: Train Loss:0.00034309, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:41:35,988 - testrun_aa7a0f8d - [INFO] - [E:208| 300]: Train Loss:0.00034295, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:43:44,245 - testrun_aa7a0f8d - [INFO] - [E:208| 400]: Train Loss:0.00034299, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:45:53,728 - testrun_aa7a0f8d - [INFO] - [E:208| 500]: Train Loss:0.00034304, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:48:09,219 - testrun_aa7a0f8d - [INFO] - [E:208| 600]: Train Loss:0.00034321, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:50:11,860 - testrun_aa7a0f8d - [INFO] - [E:208| 700]: Train Loss:0.00034336, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:52:30,229 - testrun_aa7a0f8d - [INFO] - [E:208| 800]: Train Loss:0.00034328, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:52:39,165 - testrun_aa7a0f8d - [INFO] - [Epoch:208]: Training Loss:0.0003433
2023-05-01 07:52:39,546 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 07:52:48,720 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 07:52:58,520 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 208 valid]:
MRR: Tail : 0.44255, Head : 0.4189, Avg : 0.43073
2023-05-01 07:52:58,520 - testrun_aa7a0f8d - [INFO] - [Epoch 208]: Training Loss: 0.00034329, Valid MRR: 0.43101,
2023-05-01 07:52:59,658 - testrun_aa7a0f8d - [INFO] - [E:209| 0]: Train Loss:0.00034118, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:55:13,136 - testrun_aa7a0f8d - [INFO] - [E:209| 100]: Train Loss:0.00034319, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:57:16,437 - testrun_aa7a0f8d - [INFO] - [E:209| 200]: Train Loss:0.00034298, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 07:59:36,439 - testrun_aa7a0f8d - [INFO] - [E:209| 300]: Train Loss:0.00034285, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:01:41,252 - testrun_aa7a0f8d - [INFO] - [E:209| 400]: Train Loss:0.00034304, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:03:44,949 - testrun_aa7a0f8d - [INFO] - [E:209| 500]: Train Loss:0.00034301, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:06:00,048 - testrun_aa7a0f8d - [INFO] - [E:209| 600]: Train Loss:0.00034288, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:08:17,681 - testrun_aa7a0f8d - [INFO] - [E:209| 700]: Train Loss:0.00034283, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:10:29,574 - testrun_aa7a0f8d - [INFO] - [E:209| 800]: Train Loss:0.00034298, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:10:38,279 - testrun_aa7a0f8d - [INFO] - [Epoch:209]: Training Loss:0.000343
2023-05-01 08:10:38,659 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 08:10:49,087 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 08:11:01,397 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 209 valid]:
MRR: Tail : 0.44193, Head : 0.41713, Avg : 0.42953
MR: Tail : 5620.9, Head : 5546.7, Avg : 5583.8
Hit-1: Tail : 0.41892, Head : 0.39453, Avg : 0.40672
Hit-3: Tail : 0.4499, Head : 0.4232, Avg : 0.43655
Hit-10: Tail : 0.48748, Head : 0.46111, Avg : 0.47429
2023-05-01 08:11:01,397 - testrun_aa7a0f8d - [INFO] - [Epoch 209]: Training Loss: 0.00034299, Valid MRR: 0.43101,
2023-05-01 08:11:02,534 - testrun_aa7a0f8d - [INFO] - [E:210| 0]: Train Loss:0.00033981, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:13:20,525 - testrun_aa7a0f8d - [INFO] - [E:210| 100]: Train Loss:0.00034097, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:15:33,849 - testrun_aa7a0f8d - [INFO] - [E:210| 200]: Train Loss:0.0003416, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:17:41,347 - testrun_aa7a0f8d - [INFO] - [E:210| 300]: Train Loss:0.00034174, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:19:49,422 - testrun_aa7a0f8d - [INFO] - [E:210| 400]: Train Loss:0.00034236, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:22:10,054 - testrun_aa7a0f8d - [INFO] - [E:210| 500]: Train Loss:0.00034266, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:24:17,503 - testrun_aa7a0f8d - [INFO] - [E:210| 600]: Train Loss:0.00034264, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:26:35,007 - testrun_aa7a0f8d - [INFO] - [E:210| 700]: Train Loss:0.00034276, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:28:51,519 - testrun_aa7a0f8d - [INFO] - [E:210| 800]: Train Loss:0.00034276, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:29:00,293 - testrun_aa7a0f8d - [INFO] - [Epoch:210]: Training Loss:0.0003428
2023-05-01 08:29:00,673 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 08:29:10,414 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 08:29:20,242 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 210 valid]:
MRR: Tail : 0.43993, Head : 0.4182, Avg : 0.42907
2023-05-01 08:29:20,242 - testrun_aa7a0f8d - [INFO] - [Epoch 210]: Training Loss: 0.00034279, Valid MRR: 0.43101,
2023-05-01 08:29:21,387 - testrun_aa7a0f8d - [INFO] - [E:211| 0]: Train Loss:0.00033889, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:32:11,972 - testrun_aa7a0f8d - [INFO] - [E:211| 100]: Train Loss:0.00034388, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:34:18,119 - testrun_aa7a0f8d - [INFO] - [E:211| 200]: Train Loss:0.00034271, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:36:20,611 - testrun_aa7a0f8d - [INFO] - [E:211| 300]: Train Loss:0.00034275, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:38:27,067 - testrun_aa7a0f8d - [INFO] - [E:211| 400]: Train Loss:0.00034262, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:40:38,007 - testrun_aa7a0f8d - [INFO] - [E:211| 500]: Train Loss:0.00034257, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:42:44,326 - testrun_aa7a0f8d - [INFO] - [E:211| 600]: Train Loss:0.0003427, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:44:58,785 - testrun_aa7a0f8d - [INFO] - [E:211| 700]: Train Loss:0.00034262, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:47:25,759 - testrun_aa7a0f8d - [INFO] - [E:211| 800]: Train Loss:0.00034278, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:47:38,297 - testrun_aa7a0f8d - [INFO] - [Epoch:211]: Training Loss:0.0003428
2023-05-01 08:47:38,679 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 08:47:47,956 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 08:47:58,595 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 211 valid]:
MRR: Tail : 0.44431, Head : 0.41772, Avg : 0.43101
2023-05-01 08:47:58,595 - testrun_aa7a0f8d - [INFO] - [Epoch 211]: Training Loss: 0.00034275, Valid MRR: 0.43101,
2023-05-01 08:47:59,740 - testrun_aa7a0f8d - [INFO] - [E:212| 0]: Train Loss:0.00034739, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:50:07,391 - testrun_aa7a0f8d - [INFO] - [E:212| 100]: Train Loss:0.00034216, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:52:18,844 - testrun_aa7a0f8d - [INFO] - [E:212| 200]: Train Loss:0.00034173, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:54:27,757 - testrun_aa7a0f8d - [INFO] - [E:212| 300]: Train Loss:0.00034186, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:56:40,382 - testrun_aa7a0f8d - [INFO] - [E:212| 400]: Train Loss:0.00034242, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 08:58:55,819 - testrun_aa7a0f8d - [INFO] - [E:212| 500]: Train Loss:0.00034237, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:01:09,435 - testrun_aa7a0f8d - [INFO] - [E:212| 600]: Train Loss:0.00034215, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:03:22,037 - testrun_aa7a0f8d - [INFO] - [E:212| 700]: Train Loss:0.00034221, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:05:30,065 - testrun_aa7a0f8d - [INFO] - [E:212| 800]: Train Loss:0.00034227, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:05:39,344 - testrun_aa7a0f8d - [INFO] - [Epoch:212]: Training Loss:0.0003423
2023-05-01 09:05:39,764 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 09:05:48,952 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 09:05:58,152 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 212 valid]:
MRR: Tail : 0.44365, Head : 0.41695, Avg : 0.4303
2023-05-01 09:05:58,153 - testrun_aa7a0f8d - [INFO] - [Epoch 212]: Training Loss: 0.00034231, Valid MRR: 0.43101,
2023-05-01 09:05:59,293 - testrun_aa7a0f8d - [INFO] - [E:213| 0]: Train Loss:0.00034429, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:08:02,717 - testrun_aa7a0f8d - [INFO] - [E:213| 100]: Train Loss:0.00034228, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:10:04,221 - testrun_aa7a0f8d - [INFO] - [E:213| 200]: Train Loss:0.0003418, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:12:06,065 - testrun_aa7a0f8d - [INFO] - [E:213| 300]: Train Loss:0.00034219, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:14:09,817 - testrun_aa7a0f8d - [INFO] - [E:213| 400]: Train Loss:0.00034216, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:16:16,218 - testrun_aa7a0f8d - [INFO] - [E:213| 500]: Train Loss:0.00034211, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:18:30,550 - testrun_aa7a0f8d - [INFO] - [E:213| 600]: Train Loss:0.00034182, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:20:33,003 - testrun_aa7a0f8d - [INFO] - [E:213| 700]: Train Loss:0.00034208, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:22:36,084 - testrun_aa7a0f8d - [INFO] - [E:213| 800]: Train Loss:0.00034205, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:22:44,753 - testrun_aa7a0f8d - [INFO] - [Epoch:213]: Training Loss:0.0003421
2023-05-01 09:22:45,134 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 09:22:55,434 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 09:23:04,353 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 213 valid]:
MRR: Tail : 0.44298, Head : 0.41769, Avg : 0.43033
2023-05-01 09:23:04,353 - testrun_aa7a0f8d - [INFO] - [Epoch 213]: Training Loss: 0.00034206, Valid MRR: 0.43101,
2023-05-01 09:23:05,492 - testrun_aa7a0f8d - [INFO] - [E:214| 0]: Train Loss:0.00034132, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:25:02,411 - testrun_aa7a0f8d - [INFO] - [E:214| 100]: Train Loss:0.00034068, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:26:59,054 - testrun_aa7a0f8d - [INFO] - [E:214| 200]: Train Loss:0.00034072, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:29:07,490 - testrun_aa7a0f8d - [INFO] - [E:214| 300]: Train Loss:0.00034131, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:31:03,712 - testrun_aa7a0f8d - [INFO] - [E:214| 400]: Train Loss:0.00034149, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:33:07,282 - testrun_aa7a0f8d - [INFO] - [E:214| 500]: Train Loss:0.00034152, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:35:17,053 - testrun_aa7a0f8d - [INFO] - [E:214| 600]: Train Loss:0.00034158, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:37:17,251 - testrun_aa7a0f8d - [INFO] - [E:214| 700]: Train Loss:0.0003419, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:39:23,300 - testrun_aa7a0f8d - [INFO] - [E:214| 800]: Train Loss:0.00034203, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:39:33,555 - testrun_aa7a0f8d - [INFO] - [Epoch:214]: Training Loss:0.0003421
2023-05-01 09:39:33,938 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 09:39:43,008 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 09:39:51,855 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 214 valid]:
MRR: Tail : 0.44002, Head : 0.41771, Avg : 0.42887
2023-05-01 09:39:51,856 - testrun_aa7a0f8d - [INFO] - [Epoch 214]: Training Loss: 0.00034206, Valid MRR: 0.43101,
2023-05-01 09:39:52,997 - testrun_aa7a0f8d - [INFO] - [E:215| 0]: Train Loss:0.00033797, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:41:54,747 - testrun_aa7a0f8d - [INFO] - [E:215| 100]: Train Loss:0.00034248, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:43:55,529 - testrun_aa7a0f8d - [INFO] - [E:215| 200]: Train Loss:0.00034232, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:45:57,159 - testrun_aa7a0f8d - [INFO] - [E:215| 300]: Train Loss:0.0003422, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:48:02,492 - testrun_aa7a0f8d - [INFO] - [E:215| 400]: Train Loss:0.00034191, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:50:06,476 - testrun_aa7a0f8d - [INFO] - [E:215| 500]: Train Loss:0.0003418, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:52:10,932 - testrun_aa7a0f8d - [INFO] - [E:215| 600]: Train Loss:0.00034179, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:54:20,490 - testrun_aa7a0f8d - [INFO] - [E:215| 700]: Train Loss:0.00034178, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:56:22,191 - testrun_aa7a0f8d - [INFO] - [E:215| 800]: Train Loss:0.0003417, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:56:31,712 - testrun_aa7a0f8d - [INFO] - [Epoch:215]: Training Loss:0.0003417
2023-05-01 09:56:32,093 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 09:56:41,678 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 09:56:50,305 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 215 valid]:
MRR: Tail : 0.44026, Head : 0.4172, Avg : 0.42873
2023-05-01 09:56:50,305 - testrun_aa7a0f8d - [INFO] - [Epoch 215]: Training Loss: 0.00034169, Valid MRR: 0.43101,
2023-05-01 09:56:51,441 - testrun_aa7a0f8d - [INFO] - [E:216| 0]: Train Loss:0.00033614, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 09:58:56,450 - testrun_aa7a0f8d - [INFO] - [E:216| 100]: Train Loss:0.000341, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:00:59,188 - testrun_aa7a0f8d - [INFO] - [E:216| 200]: Train Loss:0.0003415, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:02:56,378 - testrun_aa7a0f8d - [INFO] - [E:216| 300]: Train Loss:0.00034131, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:05:05,078 - testrun_aa7a0f8d - [INFO] - [E:216| 400]: Train Loss:0.00034121, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:07:09,965 - testrun_aa7a0f8d - [INFO] - [E:216| 500]: Train Loss:0.00034114, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:09:16,875 - testrun_aa7a0f8d - [INFO] - [E:216| 600]: Train Loss:0.00034106, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:11:25,228 - testrun_aa7a0f8d - [INFO] - [E:216| 700]: Train Loss:0.00034123, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:13:26,270 - testrun_aa7a0f8d - [INFO] - [E:216| 800]: Train Loss:0.00034145, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:13:36,590 - testrun_aa7a0f8d - [INFO] - [Epoch:216]: Training Loss:0.0003414
2023-05-01 10:13:36,971 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 10:13:46,780 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 10:13:55,393 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 216 valid]:
MRR: Tail : 0.43939, Head : 0.41632, Avg : 0.42786
2023-05-01 10:13:55,393 - testrun_aa7a0f8d - [INFO] - [Epoch 216]: Training Loss: 0.00034144, Valid MRR: 0.43101,
2023-05-01 10:13:56,535 - testrun_aa7a0f8d - [INFO] - [E:217| 0]: Train Loss:0.00034513, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:15:59,326 - testrun_aa7a0f8d - [INFO] - [E:217| 100]: Train Loss:0.00033984, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:17:56,607 - testrun_aa7a0f8d - [INFO] - [E:217| 200]: Train Loss:0.00033989, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:20:08,926 - testrun_aa7a0f8d - [INFO] - [E:217| 300]: Train Loss:0.00034014, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:22:12,738 - testrun_aa7a0f8d - [INFO] - [E:217| 400]: Train Loss:0.00034034, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:24:16,720 - testrun_aa7a0f8d - [INFO] - [E:217| 500]: Train Loss:0.00034059, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:26:15,298 - testrun_aa7a0f8d - [INFO] - [E:217| 600]: Train Loss:0.00034079, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:28:23,104 - testrun_aa7a0f8d - [INFO] - [E:217| 700]: Train Loss:0.00034116, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:30:23,661 - testrun_aa7a0f8d - [INFO] - [E:217| 800]: Train Loss:0.00034126, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:30:32,347 - testrun_aa7a0f8d - [INFO] - [Epoch:217]: Training Loss:0.0003412
2023-05-01 10:30:32,729 - testrun_aa7a0f8d - [INFO] - [Valid, Tail_Batch Step 0] testrun_aa7a0f8d
2023-05-01 10:30:42,454 - testrun_aa7a0f8d - [INFO] - [Valid, Head_Batch Step 0] testrun_aa7a0f8d
2023-05-01 10:30:51,454 - testrun_aa7a0f8d - [INFO] - [Evaluating Epoch 217 valid]:
MRR: Tail : 0.4403, Head : 0.41679, Avg : 0.42855
2023-05-01 10:30:51,454 - testrun_aa7a0f8d - [INFO] - [Epoch 217]: Training Loss: 0.00034123, Valid MRR: 0.43101,
2023-05-01 10:30:53,048 - testrun_aa7a0f8d - [INFO] - [E:218| 0]: Train Loss:0.0003385, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:32:56,255 - testrun_aa7a0f8d - [INFO] - [E:218| 100]: Train Loss:0.00033984, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:34:54,315 - testrun_aa7a0f8d - [INFO] - [E:218| 200]: Train Loss:0.00033973, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:37:07,770 - testrun_aa7a0f8d - [INFO] - [E:218| 300]: Train Loss:0.00034018, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:39:08,068 - testrun_aa7a0f8d - [INFO] - [E:218| 400]: Train Loss:0.00034024, Val MRR:0.43101, testrun_aa7a0f8d
2023-05-01 10:41:08,897 - testrun_aa7a0f8d - [INFO] - [E:218| 500]: Train Loss:0.00034039, Val MRR:0.43101, testrun_aa7a0f8d
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