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Thesis/log/testrun_0a28e459

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2023-05-04 08:49:41 +00:00
2023-04-28 14:40:50,883 - testrun_0a28e459 - [INFO] - {'dataset': 'FB15k-237', 'name': 'testrun_0a28e459', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 200, 'rel_vec_dim': 200, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.1, 'drop': 0.2, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/'}
2023-04-28 14:40:59,369 - testrun_0a28e459 - [INFO] - [E:0| 0]: Train Loss:0.69689, Val MRR:0.0, testrun_0a28e459
2023-04-28 14:42:07,800 - testrun_0a28e459 - [INFO] - [E:0| 100]: Train Loss:0.36727, Val MRR:0.0, testrun_0a28e459
2023-04-28 14:43:16,450 - testrun_0a28e459 - [INFO] - [E:0| 200]: Train Loss:0.24043, Val MRR:0.0, testrun_0a28e459
2023-04-28 14:44:25,749 - testrun_0a28e459 - [INFO] - [E:0| 300]: Train Loss:0.17853, Val MRR:0.0, testrun_0a28e459
2023-04-28 14:45:33,978 - testrun_0a28e459 - [INFO] - [E:0| 400]: Train Loss:0.14215, Val MRR:0.0, testrun_0a28e459
2023-04-28 14:46:52,237 - testrun_0a28e459 - [INFO] - [E:0| 500]: Train Loss:0.11825, Val MRR:0.0, testrun_0a28e459
2023-04-28 14:48:31,281 - testrun_0a28e459 - [INFO] - [E:0| 600]: Train Loss:0.10133, Val MRR:0.0, testrun_0a28e459
2023-04-28 14:50:09,946 - testrun_0a28e459 - [INFO] - [E:0| 700]: Train Loss:0.088719, Val MRR:0.0, testrun_0a28e459
2023-04-28 14:51:44,011 - testrun_0a28e459 - [INFO] - [E:0| 800]: Train Loss:0.078972, Val MRR:0.0, testrun_0a28e459
2023-04-28 14:53:22,278 - testrun_0a28e459 - [INFO] - [E:0| 900]: Train Loss:0.071184, Val MRR:0.0, testrun_0a28e459
2023-04-28 14:55:00,858 - testrun_0a28e459 - [INFO] - [E:0| 1000]: Train Loss:0.06483, Val MRR:0.0, testrun_0a28e459
2023-04-28 14:56:39,335 - testrun_0a28e459 - [INFO] - [E:0| 1100]: Train Loss:0.059548, Val MRR:0.0, testrun_0a28e459
2023-04-28 14:57:46,533 - testrun_0a28e459 - [INFO] - [Epoch:0]: Training Loss:0.0564
2023-04-28 14:57:47,031 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 14:58:20,681 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 14:58:33,180 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 14:59:16,103 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 14:59:31,362 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 0 valid]:
MRR: Tail : 0.05373, Head : 0.00735, Avg : 0.03054
2023-04-28 14:59:32,277 - testrun_0a28e459 - [INFO] - [Epoch 0]: Training Loss: 0.056399, Valid MRR: 0.03054,
2023-04-28 14:59:33,281 - testrun_0a28e459 - [INFO] - [E:1| 0]: Train Loss:0.0053417, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:01:11,854 - testrun_0a28e459 - [INFO] - [E:1| 100]: Train Loss:0.0055588, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:02:50,685 - testrun_0a28e459 - [INFO] - [E:1| 200]: Train Loss:0.0053436, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:04:29,937 - testrun_0a28e459 - [INFO] - [E:1| 300]: Train Loss:0.0051157, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:06:05,683 - testrun_0a28e459 - [INFO] - [E:1| 400]: Train Loss:0.0049129, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:07:44,571 - testrun_0a28e459 - [INFO] - [E:1| 500]: Train Loss:0.004733, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:09:23,191 - testrun_0a28e459 - [INFO] - [E:1| 600]: Train Loss:0.0046021, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:11:02,538 - testrun_0a28e459 - [INFO] - [E:1| 700]: Train Loss:0.0044798, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:12:32,031 - testrun_0a28e459 - [INFO] - [E:1| 800]: Train Loss:0.0043626, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:14:10,614 - testrun_0a28e459 - [INFO] - [E:1| 900]: Train Loss:0.0042564, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:15:49,679 - testrun_0a28e459 - [INFO] - [E:1| 1000]: Train Loss:0.0041574, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:17:28,956 - testrun_0a28e459 - [INFO] - [E:1| 1100]: Train Loss:0.00407, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:18:36,337 - testrun_0a28e459 - [INFO] - [Epoch:1]: Training Loss:0.004007
2023-04-28 15:18:36,600 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 15:19:09,569 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 15:19:22,074 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 15:20:03,766 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 15:20:19,222 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 1 valid]:
MRR: Tail : 0.04827, Head : 0.00526, Avg : 0.02677
2023-04-28 15:20:19,222 - testrun_0a28e459 - [INFO] - [Epoch 1]: Training Loss: 0.0040072, Valid MRR: 0.03054,
2023-04-28 15:20:20,215 - testrun_0a28e459 - [INFO] - [E:2| 0]: Train Loss:0.0039845, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:21:55,506 - testrun_0a28e459 - [INFO] - [E:2| 100]: Train Loss:0.0029759, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:23:33,833 - testrun_0a28e459 - [INFO] - [E:2| 200]: Train Loss:0.0029379, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:25:12,052 - testrun_0a28e459 - [INFO] - [E:2| 300]: Train Loss:0.002923, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:26:51,008 - testrun_0a28e459 - [INFO] - [E:2| 400]: Train Loss:0.0028778, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:28:30,131 - testrun_0a28e459 - [INFO] - [E:2| 500]: Train Loss:0.0028784, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:30:08,938 - testrun_0a28e459 - [INFO] - [E:2| 600]: Train Loss:0.0028653, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:31:48,131 - testrun_0a28e459 - [INFO] - [E:2| 700]: Train Loss:0.0028391, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:33:27,329 - testrun_0a28e459 - [INFO] - [E:2| 800]: Train Loss:0.0028228, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:35:06,963 - testrun_0a28e459 - [INFO] - [E:2| 900]: Train Loss:0.0028, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:36:33,130 - testrun_0a28e459 - [INFO] - [E:2| 1000]: Train Loss:0.0027872, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:38:11,649 - testrun_0a28e459 - [INFO] - [E:2| 1100]: Train Loss:0.002766, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:39:19,263 - testrun_0a28e459 - [INFO] - [Epoch:2]: Training Loss:0.002754
2023-04-28 15:39:19,668 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 15:39:52,969 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 15:40:05,470 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 15:40:48,379 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 15:41:03,870 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 2 valid]:
MRR: Tail : 0.05291, Head : 0.00762, Avg : 0.03026
2023-04-28 15:41:03,871 - testrun_0a28e459 - [INFO] - [Epoch 2]: Training Loss: 0.0027541, Valid MRR: 0.03054,
2023-04-28 15:41:04,882 - testrun_0a28e459 - [INFO] - [E:3| 0]: Train Loss:0.0021056, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:42:43,766 - testrun_0a28e459 - [INFO] - [E:3| 100]: Train Loss:0.002561, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:44:23,160 - testrun_0a28e459 - [INFO] - [E:3| 200]: Train Loss:0.0025207, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:46:01,015 - testrun_0a28e459 - [INFO] - [E:3| 300]: Train Loss:0.0025097, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:47:38,492 - testrun_0a28e459 - [INFO] - [E:3| 400]: Train Loss:0.0025325, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:49:16,425 - testrun_0a28e459 - [INFO] - [E:3| 500]: Train Loss:0.0025259, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:50:55,061 - testrun_0a28e459 - [INFO] - [E:3| 600]: Train Loss:0.0025111, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:52:29,890 - testrun_0a28e459 - [INFO] - [E:3| 700]: Train Loss:0.0025048, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:54:08,070 - testrun_0a28e459 - [INFO] - [E:3| 800]: Train Loss:0.0025035, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:55:46,623 - testrun_0a28e459 - [INFO] - [E:3| 900]: Train Loss:0.0025049, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:57:25,149 - testrun_0a28e459 - [INFO] - [E:3| 1000]: Train Loss:0.0024942, Val MRR:0.03054, testrun_0a28e459
2023-04-28 15:59:02,974 - testrun_0a28e459 - [INFO] - [E:3| 1100]: Train Loss:0.0024847, Val MRR:0.03054, testrun_0a28e459
2023-04-28 16:00:09,970 - testrun_0a28e459 - [INFO] - [Epoch:3]: Training Loss:0.002481
2023-04-28 16:00:10,235 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 16:00:43,577 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 16:00:55,911 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 16:01:29,188 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 16:01:39,300 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 3 valid]:
MRR: Tail : 0.05436, Head : 0.00777, Avg : 0.03107
2023-04-28 16:01:40,285 - testrun_0a28e459 - [INFO] - [Epoch 3]: Training Loss: 0.0024809, Valid MRR: 0.03107,
2023-04-28 16:01:41,230 - testrun_0a28e459 - [INFO] - [E:4| 0]: Train Loss:0.0020123, Val MRR:0.03107, testrun_0a28e459
2023-04-28 16:03:20,097 - testrun_0a28e459 - [INFO] - [E:4| 100]: Train Loss:0.0024081, Val MRR:0.03107, testrun_0a28e459
2023-04-28 16:04:59,804 - testrun_0a28e459 - [INFO] - [E:4| 200]: Train Loss:0.0024179, Val MRR:0.03107, testrun_0a28e459
2023-04-28 16:06:34,442 - testrun_0a28e459 - [INFO] - [E:4| 300]: Train Loss:0.0023898, Val MRR:0.03107, testrun_0a28e459
2023-04-28 16:08:13,414 - testrun_0a28e459 - [INFO] - [E:4| 400]: Train Loss:0.0023848, Val MRR:0.03107, testrun_0a28e459
2023-04-28 16:09:51,875 - testrun_0a28e459 - [INFO] - [E:4| 500]: Train Loss:0.0023929, Val MRR:0.03107, testrun_0a28e459
2023-04-28 16:11:30,874 - testrun_0a28e459 - [INFO] - [E:4| 600]: Train Loss:0.0023912, Val MRR:0.03107, testrun_0a28e459
2023-04-28 16:13:09,785 - testrun_0a28e459 - [INFO] - [E:4| 700]: Train Loss:0.0023919, Val MRR:0.03107, testrun_0a28e459
2023-04-28 16:14:48,015 - testrun_0a28e459 - [INFO] - [E:4| 800]: Train Loss:0.0023955, Val MRR:0.03107, testrun_0a28e459
2023-04-28 16:16:26,579 - testrun_0a28e459 - [INFO] - [E:4| 900]: Train Loss:0.0023904, Val MRR:0.03107, testrun_0a28e459
2023-04-28 16:18:05,267 - testrun_0a28e459 - [INFO] - [E:4| 1000]: Train Loss:0.0024002, Val MRR:0.03107, testrun_0a28e459
2023-04-28 16:19:42,978 - testrun_0a28e459 - [INFO] - [E:4| 1100]: Train Loss:0.0024078, Val MRR:0.03107, testrun_0a28e459
2023-04-28 16:20:50,107 - testrun_0a28e459 - [INFO] - [Epoch:4]: Training Loss:0.002401
2023-04-28 16:20:50,621 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 16:21:19,464 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 16:21:32,121 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 16:22:15,214 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 16:22:30,407 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 4 valid]:
MRR: Tail : 0.05574, Head : 0.00776, Avg : 0.03175
2023-04-28 16:22:31,368 - testrun_0a28e459 - [INFO] - [Epoch 4]: Training Loss: 0.0024015, Valid MRR: 0.03175,
2023-04-28 16:22:32,372 - testrun_0a28e459 - [INFO] - [E:5| 0]: Train Loss:0.0091257, Val MRR:0.03175, testrun_0a28e459
2023-04-28 16:24:10,939 - testrun_0a28e459 - [INFO] - [E:5| 100]: Train Loss:0.0024549, Val MRR:0.03175, testrun_0a28e459
2023-04-28 16:25:50,076 - testrun_0a28e459 - [INFO] - [E:5| 200]: Train Loss:0.0024139, Val MRR:0.03175, testrun_0a28e459
2023-04-28 16:27:19,167 - testrun_0a28e459 - [INFO] - [E:5| 300]: Train Loss:0.0024105, Val MRR:0.03175, testrun_0a28e459
2023-04-28 16:28:57,655 - testrun_0a28e459 - [INFO] - [E:5| 400]: Train Loss:0.0024051, Val MRR:0.03175, testrun_0a28e459
2023-04-28 16:30:36,127 - testrun_0a28e459 - [INFO] - [E:5| 500]: Train Loss:0.0023899, Val MRR:0.03175, testrun_0a28e459
2023-04-28 16:32:14,250 - testrun_0a28e459 - [INFO] - [E:5| 600]: Train Loss:0.0023701, Val MRR:0.03175, testrun_0a28e459
2023-04-28 16:33:53,382 - testrun_0a28e459 - [INFO] - [E:5| 700]: Train Loss:0.0023579, Val MRR:0.03175, testrun_0a28e459
2023-04-28 16:35:31,796 - testrun_0a28e459 - [INFO] - [E:5| 800]: Train Loss:0.0023746, Val MRR:0.03175, testrun_0a28e459
2023-04-28 16:37:06,153 - testrun_0a28e459 - [INFO] - [E:5| 900]: Train Loss:0.0023712, Val MRR:0.03175, testrun_0a28e459
2023-04-28 16:38:44,884 - testrun_0a28e459 - [INFO] - [E:5| 1000]: Train Loss:0.0023811, Val MRR:0.03175, testrun_0a28e459
2023-04-28 16:40:23,362 - testrun_0a28e459 - [INFO] - [E:5| 1100]: Train Loss:0.0023807, Val MRR:0.03175, testrun_0a28e459
2023-04-28 16:41:30,416 - testrun_0a28e459 - [INFO] - [Epoch:5]: Training Loss:0.002374
2023-04-28 16:41:30,842 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 16:42:04,014 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 16:42:15,942 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 16:42:57,267 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 16:43:12,384 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 5 valid]:
MRR: Tail : 0.0642, Head : 0.00869, Avg : 0.03645
2023-04-28 16:43:13,354 - testrun_0a28e459 - [INFO] - [Epoch 5]: Training Loss: 0.0023737, Valid MRR: 0.03645,
2023-04-28 16:43:14,343 - testrun_0a28e459 - [INFO] - [E:6| 0]: Train Loss:0.0040235, Val MRR:0.03645, testrun_0a28e459
2023-04-28 16:44:52,586 - testrun_0a28e459 - [INFO] - [E:6| 100]: Train Loss:0.0023391, Val MRR:0.03645, testrun_0a28e459
2023-04-28 16:46:31,272 - testrun_0a28e459 - [INFO] - [E:6| 200]: Train Loss:0.0023337, Val MRR:0.03645, testrun_0a28e459
2023-04-28 16:48:09,931 - testrun_0a28e459 - [INFO] - [E:6| 300]: Train Loss:0.0023661, Val MRR:0.03645, testrun_0a28e459
2023-04-28 16:49:48,253 - testrun_0a28e459 - [INFO] - [E:6| 400]: Train Loss:0.0023585, Val MRR:0.03645, testrun_0a28e459
2023-04-28 16:51:23,072 - testrun_0a28e459 - [INFO] - [E:6| 500]: Train Loss:0.0023743, Val MRR:0.03645, testrun_0a28e459
2023-04-28 16:52:52,679 - testrun_0a28e459 - [INFO] - [E:6| 600]: Train Loss:0.0023869, Val MRR:0.03645, testrun_0a28e459
2023-04-28 16:54:31,157 - testrun_0a28e459 - [INFO] - [E:6| 700]: Train Loss:0.0023812, Val MRR:0.03645, testrun_0a28e459
2023-04-28 16:56:09,324 - testrun_0a28e459 - [INFO] - [E:6| 800]: Train Loss:0.0023722, Val MRR:0.03645, testrun_0a28e459
2023-04-28 16:57:47,485 - testrun_0a28e459 - [INFO] - [E:6| 900]: Train Loss:0.0023659, Val MRR:0.03645, testrun_0a28e459
2023-04-28 16:59:25,616 - testrun_0a28e459 - [INFO] - [E:6| 1000]: Train Loss:0.002361, Val MRR:0.03645, testrun_0a28e459
2023-04-28 17:01:03,742 - testrun_0a28e459 - [INFO] - [E:6| 1100]: Train Loss:0.002363, Val MRR:0.03645, testrun_0a28e459
2023-04-28 17:02:11,699 - testrun_0a28e459 - [INFO] - [Epoch:6]: Training Loss:0.002359
2023-04-28 17:02:12,102 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 17:02:45,273 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 17:02:57,718 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 17:03:40,301 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 17:03:55,824 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 6 valid]:
MRR: Tail : 0.05663, Head : 0.00832, Avg : 0.03248
2023-04-28 17:03:55,824 - testrun_0a28e459 - [INFO] - [Epoch 6]: Training Loss: 0.0023586, Valid MRR: 0.03645,
2023-04-28 17:03:56,659 - testrun_0a28e459 - [INFO] - [E:7| 0]: Train Loss:0.0019279, Val MRR:0.03645, testrun_0a28e459
2023-04-28 17:05:35,846 - testrun_0a28e459 - [INFO] - [E:7| 100]: Train Loss:0.0023321, Val MRR:0.03645, testrun_0a28e459
2023-04-28 17:07:09,755 - testrun_0a28e459 - [INFO] - [E:7| 200]: Train Loss:0.0023159, Val MRR:0.03645, testrun_0a28e459
2023-04-28 17:08:47,763 - testrun_0a28e459 - [INFO] - [E:7| 300]: Train Loss:0.002353, Val MRR:0.03645, testrun_0a28e459
2023-04-28 17:10:26,679 - testrun_0a28e459 - [INFO] - [E:7| 400]: Train Loss:0.0023418, Val MRR:0.03645, testrun_0a28e459
2023-04-28 17:12:05,278 - testrun_0a28e459 - [INFO] - [E:7| 500]: Train Loss:0.0023245, Val MRR:0.03645, testrun_0a28e459
2023-04-28 17:13:43,567 - testrun_0a28e459 - [INFO] - [E:7| 600]: Train Loss:0.0023262, Val MRR:0.03645, testrun_0a28e459
2023-04-28 17:15:21,774 - testrun_0a28e459 - [INFO] - [E:7| 700]: Train Loss:0.0023248, Val MRR:0.03645, testrun_0a28e459
2023-04-28 17:16:52,678 - testrun_0a28e459 - [INFO] - [E:7| 800]: Train Loss:0.0023338, Val MRR:0.03645, testrun_0a28e459
2023-04-28 17:18:28,952 - testrun_0a28e459 - [INFO] - [E:7| 900]: Train Loss:0.0023372, Val MRR:0.03645, testrun_0a28e459
2023-04-28 17:20:07,789 - testrun_0a28e459 - [INFO] - [E:7| 1000]: Train Loss:0.0023554, Val MRR:0.03645, testrun_0a28e459
2023-04-28 17:21:42,591 - testrun_0a28e459 - [INFO] - [E:7| 1100]: Train Loss:0.0023464, Val MRR:0.03645, testrun_0a28e459
2023-04-28 17:22:50,720 - testrun_0a28e459 - [INFO] - [Epoch:7]: Training Loss:0.002346
2023-04-28 17:22:51,127 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 17:23:24,493 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 17:23:36,788 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 17:24:19,632 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 17:24:34,398 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 7 valid]:
MRR: Tail : 0.06499, Head : 0.0098, Avg : 0.0374
2023-04-28 17:24:35,370 - testrun_0a28e459 - [INFO] - [Epoch 7]: Training Loss: 0.0023457, Valid MRR: 0.0374,
2023-04-28 17:24:36,344 - testrun_0a28e459 - [INFO] - [E:8| 0]: Train Loss:0.0019714, Val MRR:0.0374, testrun_0a28e459
2023-04-28 17:26:14,775 - testrun_0a28e459 - [INFO] - [E:8| 100]: Train Loss:0.0024139, Val MRR:0.0374, testrun_0a28e459
2023-04-28 17:27:53,691 - testrun_0a28e459 - [INFO] - [E:8| 200]: Train Loss:0.002382, Val MRR:0.0374, testrun_0a28e459
2023-04-28 17:29:32,374 - testrun_0a28e459 - [INFO] - [E:8| 300]: Train Loss:0.0023731, Val MRR:0.0374, testrun_0a28e459
2023-04-28 17:31:10,673 - testrun_0a28e459 - [INFO] - [E:8| 400]: Train Loss:0.0023615, Val MRR:0.0374, testrun_0a28e459
2023-04-28 17:32:49,384 - testrun_0a28e459 - [INFO] - [E:8| 500]: Train Loss:0.0023653, Val MRR:0.0374, testrun_0a28e459
2023-04-28 17:34:28,429 - testrun_0a28e459 - [INFO] - [E:8| 600]: Train Loss:0.0023646, Val MRR:0.0374, testrun_0a28e459
2023-04-28 17:36:06,604 - testrun_0a28e459 - [INFO] - [E:8| 700]: Train Loss:0.0023494, Val MRR:0.0374, testrun_0a28e459
2023-04-28 17:37:42,209 - testrun_0a28e459 - [INFO] - [E:8| 800]: Train Loss:0.0023373, Val MRR:0.0374, testrun_0a28e459
2023-04-28 17:39:20,523 - testrun_0a28e459 - [INFO] - [E:8| 900]: Train Loss:0.0023277, Val MRR:0.0374, testrun_0a28e459
2023-04-28 17:40:59,949 - testrun_0a28e459 - [INFO] - [E:8| 1000]: Train Loss:0.002327, Val MRR:0.0374, testrun_0a28e459
2023-04-28 17:42:29,670 - testrun_0a28e459 - [INFO] - [E:8| 1100]: Train Loss:0.0023242, Val MRR:0.0374, testrun_0a28e459
2023-04-28 17:43:37,076 - testrun_0a28e459 - [INFO] - [Epoch:8]: Training Loss:0.00232
2023-04-28 17:43:37,551 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 17:44:10,605 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 17:44:22,991 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 17:45:05,360 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 17:45:20,035 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 8 valid]:
MRR: Tail : 0.07425, Head : 0.00806, Avg : 0.04115
2023-04-28 17:45:21,020 - testrun_0a28e459 - [INFO] - [Epoch 8]: Training Loss: 0.0023199, Valid MRR: 0.04115,
2023-04-28 17:45:21,974 - testrun_0a28e459 - [INFO] - [E:9| 0]: Train Loss:0.0019114, Val MRR:0.04115, testrun_0a28e459
2023-04-28 17:47:01,086 - testrun_0a28e459 - [INFO] - [E:9| 100]: Train Loss:0.0023329, Val MRR:0.04115, testrun_0a28e459
2023-04-28 17:48:40,504 - testrun_0a28e459 - [INFO] - [E:9| 200]: Train Loss:0.0023169, Val MRR:0.04115, testrun_0a28e459
2023-04-28 17:50:18,865 - testrun_0a28e459 - [INFO] - [E:9| 300]: Train Loss:0.0022952, Val MRR:0.04115, testrun_0a28e459
2023-04-28 17:51:53,445 - testrun_0a28e459 - [INFO] - [E:9| 400]: Train Loss:0.0022782, Val MRR:0.04115, testrun_0a28e459
2023-04-28 17:53:32,397 - testrun_0a28e459 - [INFO] - [E:9| 500]: Train Loss:0.0022711, Val MRR:0.04115, testrun_0a28e459
2023-04-28 17:55:10,873 - testrun_0a28e459 - [INFO] - [E:9| 600]: Train Loss:0.0022634, Val MRR:0.04115, testrun_0a28e459
2023-04-28 17:56:49,550 - testrun_0a28e459 - [INFO] - [E:9| 700]: Train Loss:0.0022635, Val MRR:0.04115, testrun_0a28e459
2023-04-28 17:58:28,560 - testrun_0a28e459 - [INFO] - [E:9| 800]: Train Loss:0.0022485, Val MRR:0.04115, testrun_0a28e459
2023-04-28 18:00:07,368 - testrun_0a28e459 - [INFO] - [E:9| 900]: Train Loss:0.0022459, Val MRR:0.04115, testrun_0a28e459
2023-04-28 18:01:45,894 - testrun_0a28e459 - [INFO] - [E:9| 1000]: Train Loss:0.0022501, Val MRR:0.04115, testrun_0a28e459
2023-04-28 18:03:25,318 - testrun_0a28e459 - [INFO] - [E:9| 1100]: Train Loss:0.0022512, Val MRR:0.04115, testrun_0a28e459
2023-04-28 18:04:33,037 - testrun_0a28e459 - [INFO] - [Epoch:9]: Training Loss:0.002259
2023-04-28 18:04:33,440 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 18:05:06,256 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 18:05:18,885 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 18:05:58,124 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 18:06:10,443 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 9 valid]:
MRR: Tail : 0.12214, Head : 0.01599, Avg : 0.06907
MR: Tail : 1567.9, Head : 2998.1, Avg : 2283.0
Hit-1: Tail : 0.06233, Head : 0.00821, Avg : 0.03527
Hit-3: Tail : 0.14326, Head : 0.01198, Avg : 0.07762
Hit-10: Tail : 0.25178, Head : 0.02378, Avg : 0.13778
2023-04-28 18:06:12,607 - testrun_0a28e459 - [INFO] - [Epoch 9]: Training Loss: 0.0022586, Valid MRR: 0.06907,
2023-04-28 18:06:13,636 - testrun_0a28e459 - [INFO] - [E:10| 0]: Train Loss:0.001714, Val MRR:0.06907, testrun_0a28e459
2023-04-28 18:07:42,678 - testrun_0a28e459 - [INFO] - [E:10| 100]: Train Loss:0.0022386, Val MRR:0.06907, testrun_0a28e459
2023-04-28 18:09:20,737 - testrun_0a28e459 - [INFO] - [E:10| 200]: Train Loss:0.0022001, Val MRR:0.06907, testrun_0a28e459
2023-04-28 18:10:59,656 - testrun_0a28e459 - [INFO] - [E:10| 300]: Train Loss:0.0022133, Val MRR:0.06907, testrun_0a28e459
2023-04-28 18:12:37,720 - testrun_0a28e459 - [INFO] - [E:10| 400]: Train Loss:0.0021932, Val MRR:0.06907, testrun_0a28e459
2023-04-28 18:14:16,376 - testrun_0a28e459 - [INFO] - [E:10| 500]: Train Loss:0.0021952, Val MRR:0.06907, testrun_0a28e459
2023-04-28 18:15:54,874 - testrun_0a28e459 - [INFO] - [E:10| 600]: Train Loss:0.002199, Val MRR:0.06907, testrun_0a28e459
2023-04-28 18:17:33,031 - testrun_0a28e459 - [INFO] - [E:10| 700]: Train Loss:0.0022033, Val MRR:0.06907, testrun_0a28e459
2023-04-28 18:19:11,220 - testrun_0a28e459 - [INFO] - [E:10| 800]: Train Loss:0.0021904, Val MRR:0.06907, testrun_0a28e459
2023-04-28 18:20:50,389 - testrun_0a28e459 - [INFO] - [E:10| 900]: Train Loss:0.0021916, Val MRR:0.06907, testrun_0a28e459
2023-04-28 18:22:25,531 - testrun_0a28e459 - [INFO] - [E:10| 1000]: Train Loss:0.0021904, Val MRR:0.06907, testrun_0a28e459
2023-04-28 18:24:04,387 - testrun_0a28e459 - [INFO] - [E:10| 1100]: Train Loss:0.0021922, Val MRR:0.06907, testrun_0a28e459
2023-04-28 18:25:12,151 - testrun_0a28e459 - [INFO] - [Epoch:10]: Training Loss:0.002188
2023-04-28 18:25:12,557 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 18:25:45,479 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 18:25:57,744 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 18:26:39,668 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 18:26:55,258 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 10 valid]:
MRR: Tail : 0.16052, Head : 0.02132, Avg : 0.09092
2023-04-28 18:26:56,232 - testrun_0a28e459 - [INFO] - [Epoch 10]: Training Loss: 0.0021881, Valid MRR: 0.09092,
2023-04-28 18:26:57,457 - testrun_0a28e459 - [INFO] - [E:11| 0]: Train Loss:0.0021048, Val MRR:0.09092, testrun_0a28e459
2023-04-28 18:28:35,428 - testrun_0a28e459 - [INFO] - [E:11| 100]: Train Loss:0.0022195, Val MRR:0.09092, testrun_0a28e459
2023-04-28 18:30:14,356 - testrun_0a28e459 - [INFO] - [E:11| 200]: Train Loss:0.0021595, Val MRR:0.09092, testrun_0a28e459
2023-04-28 18:31:47,792 - testrun_0a28e459 - [INFO] - [E:11| 300]: Train Loss:0.0021403, Val MRR:0.09092, testrun_0a28e459
2023-04-28 18:33:22,530 - testrun_0a28e459 - [INFO] - [E:11| 400]: Train Loss:0.0021601, Val MRR:0.09092, testrun_0a28e459
2023-04-28 18:35:01,621 - testrun_0a28e459 - [INFO] - [E:11| 500]: Train Loss:0.0021615, Val MRR:0.09092, testrun_0a28e459
2023-04-28 18:36:36,753 - testrun_0a28e459 - [INFO] - [E:11| 600]: Train Loss:0.0021507, Val MRR:0.09092, testrun_0a28e459
2023-04-28 18:38:15,473 - testrun_0a28e459 - [INFO] - [E:11| 700]: Train Loss:0.0021325, Val MRR:0.09092, testrun_0a28e459
2023-04-28 18:39:53,831 - testrun_0a28e459 - [INFO] - [E:11| 800]: Train Loss:0.0021397, Val MRR:0.09092, testrun_0a28e459
2023-04-28 18:41:31,792 - testrun_0a28e459 - [INFO] - [E:11| 900]: Train Loss:0.0021333, Val MRR:0.09092, testrun_0a28e459
2023-04-28 18:43:09,555 - testrun_0a28e459 - [INFO] - [E:11| 1000]: Train Loss:0.0021284, Val MRR:0.09092, testrun_0a28e459
2023-04-28 18:44:48,262 - testrun_0a28e459 - [INFO] - [E:11| 1100]: Train Loss:0.0021251, Val MRR:0.09092, testrun_0a28e459
2023-04-28 18:45:55,881 - testrun_0a28e459 - [INFO] - [Epoch:11]: Training Loss:0.002124
2023-04-28 18:45:56,284 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 18:46:29,501 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 18:46:41,768 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 18:47:23,667 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 18:47:38,574 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 11 valid]:
MRR: Tail : 0.18171, Head : 0.02503, Avg : 0.10337
2023-04-28 18:47:39,551 - testrun_0a28e459 - [INFO] - [Epoch 11]: Training Loss: 0.002124, Valid MRR: 0.10337,
2023-04-28 18:47:40,754 - testrun_0a28e459 - [INFO] - [E:12| 0]: Train Loss:0.0020125, Val MRR:0.10337, testrun_0a28e459
2023-04-28 18:49:19,476 - testrun_0a28e459 - [INFO] - [E:12| 100]: Train Loss:0.0020758, Val MRR:0.10337, testrun_0a28e459
2023-04-28 18:50:58,031 - testrun_0a28e459 - [INFO] - [E:12| 200]: Train Loss:0.0021043, Val MRR:0.10337, testrun_0a28e459
2023-04-28 18:52:33,052 - testrun_0a28e459 - [INFO] - [E:12| 300]: Train Loss:0.0020968, Val MRR:0.10337, testrun_0a28e459
2023-04-28 18:54:10,807 - testrun_0a28e459 - [INFO] - [E:12| 400]: Train Loss:0.0020837, Val MRR:0.10337, testrun_0a28e459
2023-04-28 18:55:48,978 - testrun_0a28e459 - [INFO] - [E:12| 500]: Train Loss:0.0020734, Val MRR:0.10337, testrun_0a28e459
2023-04-28 18:57:18,475 - testrun_0a28e459 - [INFO] - [E:12| 600]: Train Loss:0.0020848, Val MRR:0.10337, testrun_0a28e459
2023-04-28 18:58:56,648 - testrun_0a28e459 - [INFO] - [E:12| 700]: Train Loss:0.0020873, Val MRR:0.10337, testrun_0a28e459
2023-04-28 19:00:35,939 - testrun_0a28e459 - [INFO] - [E:12| 800]: Train Loss:0.0020787, Val MRR:0.10337, testrun_0a28e459
2023-04-28 19:02:13,490 - testrun_0a28e459 - [INFO] - [E:12| 900]: Train Loss:0.002082, Val MRR:0.10337, testrun_0a28e459
2023-04-28 19:03:51,676 - testrun_0a28e459 - [INFO] - [E:12| 1000]: Train Loss:0.0020792, Val MRR:0.10337, testrun_0a28e459
2023-04-28 19:05:30,670 - testrun_0a28e459 - [INFO] - [E:12| 1100]: Train Loss:0.0020743, Val MRR:0.10337, testrun_0a28e459
2023-04-28 19:06:34,840 - testrun_0a28e459 - [INFO] - [Epoch:12]: Training Loss:0.002069
2023-04-28 19:06:35,105 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 19:07:08,234 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 19:07:20,615 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 19:08:02,191 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 19:08:17,838 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 12 valid]:
MRR: Tail : 0.21055, Head : 0.0417, Avg : 0.12612
2023-04-28 19:08:18,829 - testrun_0a28e459 - [INFO] - [Epoch 12]: Training Loss: 0.0020692, Valid MRR: 0.12612,
2023-04-28 19:08:19,888 - testrun_0a28e459 - [INFO] - [E:13| 0]: Train Loss:0.0016678, Val MRR:0.12612, testrun_0a28e459
2023-04-28 19:09:58,731 - testrun_0a28e459 - [INFO] - [E:13| 100]: Train Loss:0.0019784, Val MRR:0.12612, testrun_0a28e459
2023-04-28 19:11:37,259 - testrun_0a28e459 - [INFO] - [E:13| 200]: Train Loss:0.002027, Val MRR:0.12612, testrun_0a28e459
2023-04-28 19:13:15,670 - testrun_0a28e459 - [INFO] - [E:13| 300]: Train Loss:0.0020191, Val MRR:0.12612, testrun_0a28e459
2023-04-28 19:14:53,939 - testrun_0a28e459 - [INFO] - [E:13| 400]: Train Loss:0.0020101, Val MRR:0.12612, testrun_0a28e459
2023-04-28 19:16:32,216 - testrun_0a28e459 - [INFO] - [E:13| 500]: Train Loss:0.0020251, Val MRR:0.12612, testrun_0a28e459
2023-04-28 19:18:10,665 - testrun_0a28e459 - [INFO] - [E:13| 600]: Train Loss:0.002028, Val MRR:0.12612, testrun_0a28e459
2023-04-28 19:19:48,824 - testrun_0a28e459 - [INFO] - [E:13| 700]: Train Loss:0.0020297, Val MRR:0.12612, testrun_0a28e459
2023-04-28 19:21:23,497 - testrun_0a28e459 - [INFO] - [E:13| 800]: Train Loss:0.0020311, Val MRR:0.12612, testrun_0a28e459
2023-04-28 19:22:52,821 - testrun_0a28e459 - [INFO] - [E:13| 900]: Train Loss:0.0020296, Val MRR:0.12612, testrun_0a28e459
2023-04-28 19:24:31,146 - testrun_0a28e459 - [INFO] - [E:13| 1000]: Train Loss:0.0020295, Val MRR:0.12612, testrun_0a28e459
2023-04-28 19:26:09,339 - testrun_0a28e459 - [INFO] - [E:13| 1100]: Train Loss:0.0020261, Val MRR:0.12612, testrun_0a28e459
2023-04-28 19:27:17,166 - testrun_0a28e459 - [INFO] - [Epoch:13]: Training Loss:0.002022
2023-04-28 19:27:17,431 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 19:27:50,735 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 19:28:02,930 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 19:28:44,901 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 19:29:00,367 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 13 valid]:
MRR: Tail : 0.22128, Head : 0.0598, Avg : 0.14054
2023-04-28 19:29:01,360 - testrun_0a28e459 - [INFO] - [Epoch 13]: Training Loss: 0.0020218, Valid MRR: 0.14054,
2023-04-28 19:29:02,326 - testrun_0a28e459 - [INFO] - [E:14| 0]: Train Loss:0.0022544, Val MRR:0.14054, testrun_0a28e459
2023-04-28 19:30:41,080 - testrun_0a28e459 - [INFO] - [E:14| 100]: Train Loss:0.0021249, Val MRR:0.14054, testrun_0a28e459
2023-04-28 19:32:19,455 - testrun_0a28e459 - [INFO] - [E:14| 200]: Train Loss:0.0020467, Val MRR:0.14054, testrun_0a28e459
2023-04-28 19:33:57,999 - testrun_0a28e459 - [INFO] - [E:14| 300]: Train Loss:0.0020127, Val MRR:0.14054, testrun_0a28e459
2023-04-28 19:35:37,094 - testrun_0a28e459 - [INFO] - [E:14| 400]: Train Loss:0.0019999, Val MRR:0.14054, testrun_0a28e459
2023-04-28 19:37:12,087 - testrun_0a28e459 - [INFO] - [E:14| 500]: Train Loss:0.0020088, Val MRR:0.14054, testrun_0a28e459
2023-04-28 19:38:50,444 - testrun_0a28e459 - [INFO] - [E:14| 600]: Train Loss:0.0019992, Val MRR:0.14054, testrun_0a28e459
2023-04-28 19:40:28,594 - testrun_0a28e459 - [INFO] - [E:14| 700]: Train Loss:0.001992, Val MRR:0.14054, testrun_0a28e459
2023-04-28 19:42:07,073 - testrun_0a28e459 - [INFO] - [E:14| 800]: Train Loss:0.0019955, Val MRR:0.14054, testrun_0a28e459
2023-04-28 19:43:45,673 - testrun_0a28e459 - [INFO] - [E:14| 900]: Train Loss:0.0019986, Val MRR:0.14054, testrun_0a28e459
2023-04-28 19:45:24,484 - testrun_0a28e459 - [INFO] - [E:14| 1000]: Train Loss:0.0019957, Val MRR:0.14054, testrun_0a28e459
2023-04-28 19:46:59,356 - testrun_0a28e459 - [INFO] - [E:14| 1100]: Train Loss:0.00199, Val MRR:0.14054, testrun_0a28e459
2023-04-28 19:48:00,832 - testrun_0a28e459 - [INFO] - [Epoch:14]: Training Loss:0.001985
2023-04-28 19:48:01,286 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 19:48:34,055 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 19:48:46,616 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 19:49:28,746 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 19:49:43,520 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 14 valid]:
MRR: Tail : 0.22839, Head : 0.06908, Avg : 0.14873
2023-04-28 19:49:44,498 - testrun_0a28e459 - [INFO] - [Epoch 14]: Training Loss: 0.0019846, Valid MRR: 0.14873,
2023-04-28 19:49:45,767 - testrun_0a28e459 - [INFO] - [E:15| 0]: Train Loss:0.0023777, Val MRR:0.14873, testrun_0a28e459
2023-04-28 19:51:20,577 - testrun_0a28e459 - [INFO] - [E:15| 100]: Train Loss:0.0019077, Val MRR:0.14873, testrun_0a28e459
2023-04-28 19:52:59,069 - testrun_0a28e459 - [INFO] - [E:15| 200]: Train Loss:0.0019499, Val MRR:0.14873, testrun_0a28e459
2023-04-28 19:54:37,028 - testrun_0a28e459 - [INFO] - [E:15| 300]: Train Loss:0.0019821, Val MRR:0.14873, testrun_0a28e459
2023-04-28 19:56:15,302 - testrun_0a28e459 - [INFO] - [E:15| 400]: Train Loss:0.0019784, Val MRR:0.14873, testrun_0a28e459
2023-04-28 19:57:53,413 - testrun_0a28e459 - [INFO] - [E:15| 500]: Train Loss:0.0019715, Val MRR:0.14873, testrun_0a28e459
2023-04-28 19:59:31,868 - testrun_0a28e459 - [INFO] - [E:15| 600]: Train Loss:0.0019755, Val MRR:0.14873, testrun_0a28e459
2023-04-28 20:01:09,887 - testrun_0a28e459 - [INFO] - [E:15| 700]: Train Loss:0.0019685, Val MRR:0.14873, testrun_0a28e459
2023-04-28 20:02:48,530 - testrun_0a28e459 - [INFO] - [E:15| 800]: Train Loss:0.0019627, Val MRR:0.14873, testrun_0a28e459
2023-04-28 20:04:27,092 - testrun_0a28e459 - [INFO] - [E:15| 900]: Train Loss:0.0019538, Val MRR:0.14873, testrun_0a28e459
2023-04-28 20:06:05,687 - testrun_0a28e459 - [INFO] - [E:15| 1000]: Train Loss:0.0019548, Val MRR:0.14873, testrun_0a28e459
2023-04-28 20:07:41,268 - testrun_0a28e459 - [INFO] - [E:15| 1100]: Train Loss:0.0019522, Val MRR:0.14873, testrun_0a28e459
2023-04-28 20:08:48,234 - testrun_0a28e459 - [INFO] - [Epoch:15]: Training Loss:0.001949
2023-04-28 20:08:48,743 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 20:09:21,639 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 20:09:33,855 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 20:10:16,385 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 20:10:31,545 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 15 valid]:
MRR: Tail : 0.23219, Head : 0.08016, Avg : 0.15618
2023-04-28 20:10:33,568 - testrun_0a28e459 - [INFO] - [Epoch 15]: Training Loss: 0.0019487, Valid MRR: 0.15618,
2023-04-28 20:10:34,632 - testrun_0a28e459 - [INFO] - [E:16| 0]: Train Loss:0.0016298, Val MRR:0.15618, testrun_0a28e459
2023-04-28 20:12:05,845 - testrun_0a28e459 - [INFO] - [E:16| 100]: Train Loss:0.0019538, Val MRR:0.15618, testrun_0a28e459
2023-04-28 20:13:42,439 - testrun_0a28e459 - [INFO] - [E:16| 200]: Train Loss:0.0019331, Val MRR:0.15618, testrun_0a28e459
2023-04-28 20:15:20,179 - testrun_0a28e459 - [INFO] - [E:16| 300]: Train Loss:0.0019427, Val MRR:0.15618, testrun_0a28e459
2023-04-28 20:16:58,720 - testrun_0a28e459 - [INFO] - [E:16| 400]: Train Loss:0.0019293, Val MRR:0.15618, testrun_0a28e459
2023-04-28 20:18:36,994 - testrun_0a28e459 - [INFO] - [E:16| 500]: Train Loss:0.0019218, Val MRR:0.15618, testrun_0a28e459
2023-04-28 20:20:16,305 - testrun_0a28e459 - [INFO] - [E:16| 600]: Train Loss:0.0019167, Val MRR:0.15618, testrun_0a28e459
2023-04-28 20:21:51,094 - testrun_0a28e459 - [INFO] - [E:16| 700]: Train Loss:0.0019126, Val MRR:0.15618, testrun_0a28e459
2023-04-28 20:23:29,371 - testrun_0a28e459 - [INFO] - [E:16| 800]: Train Loss:0.001912, Val MRR:0.15618, testrun_0a28e459
2023-04-28 20:25:07,966 - testrun_0a28e459 - [INFO] - [E:16| 900]: Train Loss:0.0019127, Val MRR:0.15618, testrun_0a28e459
2023-04-28 20:26:46,873 - testrun_0a28e459 - [INFO] - [E:16| 1000]: Train Loss:0.0019154, Val MRR:0.15618, testrun_0a28e459
2023-04-28 20:28:24,924 - testrun_0a28e459 - [INFO] - [E:16| 1100]: Train Loss:0.0019157, Val MRR:0.15618, testrun_0a28e459
2023-04-28 20:29:32,376 - testrun_0a28e459 - [INFO] - [Epoch:16]: Training Loss:0.001915
2023-04-28 20:29:32,640 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 20:30:05,811 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 20:30:18,186 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 20:31:01,113 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 20:31:16,253 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 16 valid]:
MRR: Tail : 0.25443, Head : 0.0868, Avg : 0.17061
2023-04-28 20:31:17,236 - testrun_0a28e459 - [INFO] - [Epoch 16]: Training Loss: 0.0019147, Valid MRR: 0.17061,
2023-04-28 20:31:18,284 - testrun_0a28e459 - [INFO] - [E:17| 0]: Train Loss:0.0026301, Val MRR:0.17061, testrun_0a28e459
2023-04-28 20:32:56,757 - testrun_0a28e459 - [INFO] - [E:17| 100]: Train Loss:0.001908, Val MRR:0.17061, testrun_0a28e459
2023-04-28 20:34:35,489 - testrun_0a28e459 - [INFO] - [E:17| 200]: Train Loss:0.001906, Val MRR:0.17061, testrun_0a28e459
2023-04-28 20:36:09,883 - testrun_0a28e459 - [INFO] - [E:17| 300]: Train Loss:0.0018969, Val MRR:0.17061, testrun_0a28e459
2023-04-28 20:37:39,219 - testrun_0a28e459 - [INFO] - [E:17| 400]: Train Loss:0.001884, Val MRR:0.17061, testrun_0a28e459
2023-04-28 20:39:17,361 - testrun_0a28e459 - [INFO] - [E:17| 500]: Train Loss:0.0018935, Val MRR:0.17061, testrun_0a28e459
2023-04-28 20:40:56,096 - testrun_0a28e459 - [INFO] - [E:17| 600]: Train Loss:0.0018872, Val MRR:0.17061, testrun_0a28e459
2023-04-28 20:42:34,348 - testrun_0a28e459 - [INFO] - [E:17| 700]: Train Loss:0.0018948, Val MRR:0.17061, testrun_0a28e459
2023-04-28 20:44:13,246 - testrun_0a28e459 - [INFO] - [E:17| 800]: Train Loss:0.0018883, Val MRR:0.17061, testrun_0a28e459
2023-04-28 20:45:51,089 - testrun_0a28e459 - [INFO] - [E:17| 900]: Train Loss:0.0018957, Val MRR:0.17061, testrun_0a28e459
2023-04-28 20:47:29,398 - testrun_0a28e459 - [INFO] - [E:17| 1000]: Train Loss:0.0018998, Val MRR:0.17061, testrun_0a28e459
2023-04-28 20:49:07,773 - testrun_0a28e459 - [INFO] - [E:17| 1100]: Train Loss:0.0018904, Val MRR:0.17061, testrun_0a28e459
2023-04-28 20:50:15,207 - testrun_0a28e459 - [INFO] - [Epoch:17]: Training Loss:0.001888
2023-04-28 20:50:15,611 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 20:50:48,268 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 20:51:00,505 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 20:51:36,228 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 20:51:51,332 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 17 valid]:
MRR: Tail : 0.26852, Head : 0.09591, Avg : 0.18221
2023-04-28 20:51:52,450 - testrun_0a28e459 - [INFO] - [Epoch 17]: Training Loss: 0.0018885, Valid MRR: 0.18221,
2023-04-28 20:51:53,477 - testrun_0a28e459 - [INFO] - [E:18| 0]: Train Loss:0.0015912, Val MRR:0.18221, testrun_0a28e459
2023-04-28 20:53:32,391 - testrun_0a28e459 - [INFO] - [E:18| 100]: Train Loss:0.0018184, Val MRR:0.18221, testrun_0a28e459
2023-04-28 20:55:11,338 - testrun_0a28e459 - [INFO] - [E:18| 200]: Train Loss:0.0018555, Val MRR:0.18221, testrun_0a28e459
2023-04-28 20:56:50,262 - testrun_0a28e459 - [INFO] - [E:18| 300]: Train Loss:0.0018669, Val MRR:0.18221, testrun_0a28e459
2023-04-28 20:58:28,947 - testrun_0a28e459 - [INFO] - [E:18| 400]: Train Loss:0.0018643, Val MRR:0.18221, testrun_0a28e459
2023-04-28 21:00:07,438 - testrun_0a28e459 - [INFO] - [E:18| 500]: Train Loss:0.0018713, Val MRR:0.18221, testrun_0a28e459
2023-04-28 21:01:45,778 - testrun_0a28e459 - [INFO] - [E:18| 600]: Train Loss:0.0018665, Val MRR:0.18221, testrun_0a28e459
2023-04-28 21:03:15,412 - testrun_0a28e459 - [INFO] - [E:18| 700]: Train Loss:0.0018611, Val MRR:0.18221, testrun_0a28e459
2023-04-28 21:04:54,025 - testrun_0a28e459 - [INFO] - [E:18| 800]: Train Loss:0.0018599, Val MRR:0.18221, testrun_0a28e459
2023-04-28 21:06:30,180 - testrun_0a28e459 - [INFO] - [E:18| 900]: Train Loss:0.0018637, Val MRR:0.18221, testrun_0a28e459
2023-04-28 21:08:08,201 - testrun_0a28e459 - [INFO] - [E:18| 1000]: Train Loss:0.0018676, Val MRR:0.18221, testrun_0a28e459
2023-04-28 21:09:47,268 - testrun_0a28e459 - [INFO] - [E:18| 1100]: Train Loss:0.0018648, Val MRR:0.18221, testrun_0a28e459
2023-04-28 21:10:54,457 - testrun_0a28e459 - [INFO] - [Epoch:18]: Training Loss:0.001863
2023-04-28 21:10:54,861 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 21:11:27,668 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 21:11:40,085 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 21:12:21,639 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 21:12:37,053 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 18 valid]:
MRR: Tail : 0.28085, Head : 0.10041, Avg : 0.19063
2023-04-28 21:12:38,028 - testrun_0a28e459 - [INFO] - [Epoch 18]: Training Loss: 0.0018632, Valid MRR: 0.19063,
2023-04-28 21:12:39,292 - testrun_0a28e459 - [INFO] - [E:19| 0]: Train Loss:0.0018025, Val MRR:0.19063, testrun_0a28e459
2023-04-28 21:14:17,828 - testrun_0a28e459 - [INFO] - [E:19| 100]: Train Loss:0.0018528, Val MRR:0.19063, testrun_0a28e459
2023-04-28 21:15:56,652 - testrun_0a28e459 - [INFO] - [E:19| 200]: Train Loss:0.0018419, Val MRR:0.19063, testrun_0a28e459
2023-04-28 21:17:35,035 - testrun_0a28e459 - [INFO] - [E:19| 300]: Train Loss:0.0018615, Val MRR:0.19063, testrun_0a28e459
2023-04-28 21:19:14,098 - testrun_0a28e459 - [INFO] - [E:19| 400]: Train Loss:0.0018543, Val MRR:0.19063, testrun_0a28e459
2023-04-28 21:20:53,066 - testrun_0a28e459 - [INFO] - [E:19| 500]: Train Loss:0.0018431, Val MRR:0.19063, testrun_0a28e459
2023-04-28 21:22:27,596 - testrun_0a28e459 - [INFO] - [E:19| 600]: Train Loss:0.0018389, Val MRR:0.19063, testrun_0a28e459
2023-04-28 21:24:06,009 - testrun_0a28e459 - [INFO] - [E:19| 700]: Train Loss:0.001836, Val MRR:0.19063, testrun_0a28e459
2023-04-28 21:25:44,579 - testrun_0a28e459 - [INFO] - [E:19| 800]: Train Loss:0.0018373, Val MRR:0.19063, testrun_0a28e459
2023-04-28 21:27:18,400 - testrun_0a28e459 - [INFO] - [E:19| 900]: Train Loss:0.0018385, Val MRR:0.19063, testrun_0a28e459
2023-04-28 21:28:53,050 - testrun_0a28e459 - [INFO] - [E:19| 1000]: Train Loss:0.0018421, Val MRR:0.19063, testrun_0a28e459
2023-04-28 21:30:30,977 - testrun_0a28e459 - [INFO] - [E:19| 1100]: Train Loss:0.0018374, Val MRR:0.19063, testrun_0a28e459
2023-04-28 21:31:38,941 - testrun_0a28e459 - [INFO] - [Epoch:19]: Training Loss:0.001841
2023-04-28 21:31:39,243 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 21:32:12,253 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 21:32:24,784 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 21:33:07,423 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 21:33:22,289 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 19 valid]:
MRR: Tail : 0.28166, Head : 0.10279, Avg : 0.19222
MR: Tail : 391.69, Head : 752.94, Avg : 572.31
Hit-1: Tail : 0.21431, Head : 0.06171, Avg : 0.13801
Hit-3: Tail : 0.30311, Head : 0.10533, Avg : 0.20422
Hit-10: Tail : 0.41454, Head : 0.17958, Avg : 0.29706
2023-04-28 21:33:23,313 - testrun_0a28e459 - [INFO] - [Epoch 19]: Training Loss: 0.0018409, Valid MRR: 0.19222,
2023-04-28 21:33:24,406 - testrun_0a28e459 - [INFO] - [E:20| 0]: Train Loss:0.00149, Val MRR:0.19222, testrun_0a28e459
2023-04-28 21:35:03,432 - testrun_0a28e459 - [INFO] - [E:20| 100]: Train Loss:0.0018182, Val MRR:0.19222, testrun_0a28e459
2023-04-28 21:36:38,328 - testrun_0a28e459 - [INFO] - [E:20| 200]: Train Loss:0.0018399, Val MRR:0.19222, testrun_0a28e459
2023-04-28 21:38:17,053 - testrun_0a28e459 - [INFO] - [E:20| 300]: Train Loss:0.0018257, Val MRR:0.19222, testrun_0a28e459
2023-04-28 21:39:56,230 - testrun_0a28e459 - [INFO] - [E:20| 400]: Train Loss:0.0018286, Val MRR:0.19222, testrun_0a28e459
2023-04-28 21:41:35,339 - testrun_0a28e459 - [INFO] - [E:20| 500]: Train Loss:0.0018312, Val MRR:0.19222, testrun_0a28e459
2023-04-28 21:43:14,502 - testrun_0a28e459 - [INFO] - [E:20| 600]: Train Loss:0.0018315, Val MRR:0.19222, testrun_0a28e459
2023-04-28 21:44:53,347 - testrun_0a28e459 - [INFO] - [E:20| 700]: Train Loss:0.0018227, Val MRR:0.19222, testrun_0a28e459
2023-04-28 21:46:31,366 - testrun_0a28e459 - [INFO] - [E:20| 800]: Train Loss:0.0018217, Val MRR:0.19222, testrun_0a28e459
2023-04-28 21:48:09,690 - testrun_0a28e459 - [INFO] - [E:20| 900]: Train Loss:0.0018181, Val MRR:0.19222, testrun_0a28e459
2023-04-28 21:49:47,973 - testrun_0a28e459 - [INFO] - [E:20| 1000]: Train Loss:0.0018202, Val MRR:0.19222, testrun_0a28e459
2023-04-28 21:51:23,082 - testrun_0a28e459 - [INFO] - [E:20| 1100]: Train Loss:0.001824, Val MRR:0.19222, testrun_0a28e459
2023-04-28 21:52:26,121 - testrun_0a28e459 - [INFO] - [Epoch:20]: Training Loss:0.001822
2023-04-28 21:52:26,343 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 21:52:54,152 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 21:53:06,102 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 21:53:48,512 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 21:54:03,606 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 20 valid]:
MRR: Tail : 0.29418, Head : 0.10819, Avg : 0.20119
2023-04-28 21:54:04,594 - testrun_0a28e459 - [INFO] - [Epoch 20]: Training Loss: 0.0018221, Valid MRR: 0.20119,
2023-04-28 21:54:05,694 - testrun_0a28e459 - [INFO] - [E:21| 0]: Train Loss:0.0018717, Val MRR:0.20119, testrun_0a28e459
2023-04-28 21:55:44,047 - testrun_0a28e459 - [INFO] - [E:21| 100]: Train Loss:0.0017902, Val MRR:0.20119, testrun_0a28e459
2023-04-28 21:57:23,042 - testrun_0a28e459 - [INFO] - [E:21| 200]: Train Loss:0.0017937, Val MRR:0.20119, testrun_0a28e459
2023-04-28 21:59:01,301 - testrun_0a28e459 - [INFO] - [E:21| 300]: Train Loss:0.00178, Val MRR:0.20119, testrun_0a28e459
2023-04-28 22:00:40,458 - testrun_0a28e459 - [INFO] - [E:21| 400]: Train Loss:0.0017929, Val MRR:0.20119, testrun_0a28e459
2023-04-28 22:02:19,714 - testrun_0a28e459 - [INFO] - [E:21| 500]: Train Loss:0.0018022, Val MRR:0.20119, testrun_0a28e459
2023-04-28 22:03:58,465 - testrun_0a28e459 - [INFO] - [E:21| 600]: Train Loss:0.0018106, Val MRR:0.20119, testrun_0a28e459
2023-04-28 22:05:36,540 - testrun_0a28e459 - [INFO] - [E:21| 700]: Train Loss:0.0018092, Val MRR:0.20119, testrun_0a28e459
2023-04-28 22:07:11,404 - testrun_0a28e459 - [INFO] - [E:21| 800]: Train Loss:0.0018056, Val MRR:0.20119, testrun_0a28e459
2023-04-28 22:08:49,597 - testrun_0a28e459 - [INFO] - [E:21| 900]: Train Loss:0.0018087, Val MRR:0.20119, testrun_0a28e459
2023-04-28 22:10:28,021 - testrun_0a28e459 - [INFO] - [E:21| 1000]: Train Loss:0.0018029, Val MRR:0.20119, testrun_0a28e459
2023-04-28 22:12:07,385 - testrun_0a28e459 - [INFO] - [E:21| 1100]: Train Loss:0.0018018, Val MRR:0.20119, testrun_0a28e459
2023-04-28 22:13:15,256 - testrun_0a28e459 - [INFO] - [Epoch:21]: Training Loss:0.001803
2023-04-28 22:13:15,678 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 22:13:49,062 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 22:14:01,551 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 22:14:43,312 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 22:14:57,852 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 21 valid]:
MRR: Tail : 0.30341, Head : 0.11216, Avg : 0.20779
2023-04-28 22:14:58,840 - testrun_0a28e459 - [INFO] - [Epoch 21]: Training Loss: 0.0018027, Valid MRR: 0.20779,
2023-04-28 22:15:00,042 - testrun_0a28e459 - [INFO] - [E:22| 0]: Train Loss:0.0016808, Val MRR:0.20779, testrun_0a28e459
2023-04-28 22:16:38,771 - testrun_0a28e459 - [INFO] - [E:22| 100]: Train Loss:0.0017566, Val MRR:0.20779, testrun_0a28e459
2023-04-28 22:18:08,534 - testrun_0a28e459 - [INFO] - [E:22| 200]: Train Loss:0.0017645, Val MRR:0.20779, testrun_0a28e459
2023-04-28 22:19:47,053 - testrun_0a28e459 - [INFO] - [E:22| 300]: Train Loss:0.0017655, Val MRR:0.20779, testrun_0a28e459
2023-04-28 22:21:22,202 - testrun_0a28e459 - [INFO] - [E:22| 400]: Train Loss:0.0017702, Val MRR:0.20779, testrun_0a28e459
2023-04-28 22:23:01,106 - testrun_0a28e459 - [INFO] - [E:22| 500]: Train Loss:0.0017807, Val MRR:0.20779, testrun_0a28e459
2023-04-28 22:24:40,407 - testrun_0a28e459 - [INFO] - [E:22| 600]: Train Loss:0.0017814, Val MRR:0.20779, testrun_0a28e459
2023-04-28 22:26:18,816 - testrun_0a28e459 - [INFO] - [E:22| 700]: Train Loss:0.0017835, Val MRR:0.20779, testrun_0a28e459
2023-04-28 22:27:57,220 - testrun_0a28e459 - [INFO] - [E:22| 800]: Train Loss:0.0017777, Val MRR:0.20779, testrun_0a28e459
2023-04-28 22:29:35,884 - testrun_0a28e459 - [INFO] - [E:22| 900]: Train Loss:0.0017794, Val MRR:0.20779, testrun_0a28e459
2023-04-28 22:31:14,093 - testrun_0a28e459 - [INFO] - [E:22| 1000]: Train Loss:0.0017845, Val MRR:0.20779, testrun_0a28e459
2023-04-28 22:32:52,672 - testrun_0a28e459 - [INFO] - [E:22| 1100]: Train Loss:0.0017817, Val MRR:0.20779, testrun_0a28e459
2023-04-28 22:34:00,539 - testrun_0a28e459 - [INFO] - [Epoch:22]: Training Loss:0.001784
2023-04-28 22:34:00,948 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 22:34:33,806 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 22:34:45,822 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 22:35:28,078 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 22:35:43,134 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 22 valid]:
MRR: Tail : 0.3079, Head : 0.11424, Avg : 0.21107
2023-04-28 22:35:44,102 - testrun_0a28e459 - [INFO] - [Epoch 22]: Training Loss: 0.0017843, Valid MRR: 0.21107,
2023-04-28 22:35:45,174 - testrun_0a28e459 - [INFO] - [E:23| 0]: Train Loss:0.0015868, Val MRR:0.21107, testrun_0a28e459
2023-04-28 22:37:18,851 - testrun_0a28e459 - [INFO] - [E:23| 100]: Train Loss:0.0017992, Val MRR:0.21107, testrun_0a28e459
2023-04-28 22:38:56,814 - testrun_0a28e459 - [INFO] - [E:23| 200]: Train Loss:0.0017916, Val MRR:0.21107, testrun_0a28e459
2023-04-28 22:40:35,011 - testrun_0a28e459 - [INFO] - [E:23| 300]: Train Loss:0.0017869, Val MRR:0.21107, testrun_0a28e459
2023-04-28 22:42:12,676 - testrun_0a28e459 - [INFO] - [E:23| 400]: Train Loss:0.0017746, Val MRR:0.21107, testrun_0a28e459
2023-04-28 22:43:41,662 - testrun_0a28e459 - [INFO] - [E:23| 500]: Train Loss:0.0017697, Val MRR:0.21107, testrun_0a28e459
2023-04-28 22:45:20,219 - testrun_0a28e459 - [INFO] - [E:23| 600]: Train Loss:0.0017658, Val MRR:0.21107, testrun_0a28e459
2023-04-28 22:46:58,792 - testrun_0a28e459 - [INFO] - [E:23| 700]: Train Loss:0.0017753, Val MRR:0.21107, testrun_0a28e459
2023-04-28 22:48:36,888 - testrun_0a28e459 - [INFO] - [E:23| 800]: Train Loss:0.001772, Val MRR:0.21107, testrun_0a28e459
2023-04-28 22:50:14,988 - testrun_0a28e459 - [INFO] - [E:23| 900]: Train Loss:0.0017722, Val MRR:0.21107, testrun_0a28e459
2023-04-28 22:51:49,662 - testrun_0a28e459 - [INFO] - [E:23| 1000]: Train Loss:0.0017747, Val MRR:0.21107, testrun_0a28e459
2023-04-28 22:53:28,387 - testrun_0a28e459 - [INFO] - [E:23| 1100]: Train Loss:0.0017703, Val MRR:0.21107, testrun_0a28e459
2023-04-28 22:54:36,179 - testrun_0a28e459 - [INFO] - [Epoch:23]: Training Loss:0.001769
2023-04-28 22:54:36,444 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 22:55:09,736 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 22:55:22,086 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 22:56:05,103 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 22:56:20,074 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 23 valid]:
MRR: Tail : 0.31744, Head : 0.11983, Avg : 0.21863
2023-04-28 22:56:21,070 - testrun_0a28e459 - [INFO] - [Epoch 23]: Training Loss: 0.0017691, Valid MRR: 0.21863,
2023-04-28 22:56:22,343 - testrun_0a28e459 - [INFO] - [E:24| 0]: Train Loss:0.0019796, Val MRR:0.21863, testrun_0a28e459
2023-04-28 22:58:00,358 - testrun_0a28e459 - [INFO] - [E:24| 100]: Train Loss:0.0017627, Val MRR:0.21863, testrun_0a28e459
2023-04-28 22:59:38,484 - testrun_0a28e459 - [INFO] - [E:24| 200]: Train Loss:0.0017738, Val MRR:0.21863, testrun_0a28e459
2023-04-28 23:01:16,798 - testrun_0a28e459 - [INFO] - [E:24| 300]: Train Loss:0.0017825, Val MRR:0.21863, testrun_0a28e459
2023-04-28 23:02:54,927 - testrun_0a28e459 - [INFO] - [E:24| 400]: Train Loss:0.0017736, Val MRR:0.21863, testrun_0a28e459
2023-04-28 23:04:33,735 - testrun_0a28e459 - [INFO] - [E:24| 500]: Train Loss:0.0017637, Val MRR:0.21863, testrun_0a28e459
2023-04-28 23:06:10,956 - testrun_0a28e459 - [INFO] - [E:24| 600]: Train Loss:0.0017572, Val MRR:0.21863, testrun_0a28e459
2023-04-28 23:07:40,154 - testrun_0a28e459 - [INFO] - [E:24| 700]: Train Loss:0.0017597, Val MRR:0.21863, testrun_0a28e459
2023-04-28 23:09:15,402 - testrun_0a28e459 - [INFO] - [E:24| 800]: Train Loss:0.0017562, Val MRR:0.21863, testrun_0a28e459
2023-04-28 23:10:53,779 - testrun_0a28e459 - [INFO] - [E:24| 900]: Train Loss:0.0017534, Val MRR:0.21863, testrun_0a28e459
2023-04-28 23:12:32,080 - testrun_0a28e459 - [INFO] - [E:24| 1000]: Train Loss:0.0017559, Val MRR:0.21863, testrun_0a28e459
2023-04-28 23:14:10,486 - testrun_0a28e459 - [INFO] - [E:24| 1100]: Train Loss:0.0017546, Val MRR:0.21863, testrun_0a28e459
2023-04-28 23:15:18,307 - testrun_0a28e459 - [INFO] - [Epoch:24]: Training Loss:0.001757
2023-04-28 23:15:18,751 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 23:15:51,533 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 23:16:03,976 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 23:16:46,731 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 23:17:01,627 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 24 valid]:
MRR: Tail : 0.32038, Head : 0.12307, Avg : 0.22173
2023-04-28 23:17:02,734 - testrun_0a28e459 - [INFO] - [Epoch 24]: Training Loss: 0.0017566, Valid MRR: 0.22173,
2023-04-28 23:17:03,637 - testrun_0a28e459 - [INFO] - [E:25| 0]: Train Loss:0.0020555, Val MRR:0.22173, testrun_0a28e459
2023-04-28 23:18:42,243 - testrun_0a28e459 - [INFO] - [E:25| 100]: Train Loss:0.0017646, Val MRR:0.22173, testrun_0a28e459
2023-04-28 23:20:20,651 - testrun_0a28e459 - [INFO] - [E:25| 200]: Train Loss:0.0017445, Val MRR:0.22173, testrun_0a28e459
2023-04-28 23:21:55,072 - testrun_0a28e459 - [INFO] - [E:25| 300]: Train Loss:0.0017318, Val MRR:0.22173, testrun_0a28e459
2023-04-28 23:23:33,357 - testrun_0a28e459 - [INFO] - [E:25| 400]: Train Loss:0.0017409, Val MRR:0.22173, testrun_0a28e459
2023-04-28 23:25:11,394 - testrun_0a28e459 - [INFO] - [E:25| 500]: Train Loss:0.0017474, Val MRR:0.22173, testrun_0a28e459
2023-04-28 23:26:50,036 - testrun_0a28e459 - [INFO] - [E:25| 600]: Train Loss:0.0017456, Val MRR:0.22173, testrun_0a28e459
2023-04-28 23:28:28,629 - testrun_0a28e459 - [INFO] - [E:25| 700]: Train Loss:0.0017432, Val MRR:0.22173, testrun_0a28e459
2023-04-28 23:30:07,103 - testrun_0a28e459 - [INFO] - [E:25| 800]: Train Loss:0.0017382, Val MRR:0.22173, testrun_0a28e459
2023-04-28 23:31:46,361 - testrun_0a28e459 - [INFO] - [E:25| 900]: Train Loss:0.0017396, Val MRR:0.22173, testrun_0a28e459
2023-04-28 23:33:15,975 - testrun_0a28e459 - [INFO] - [E:25| 1000]: Train Loss:0.0017403, Val MRR:0.22173, testrun_0a28e459
2023-04-28 23:34:54,964 - testrun_0a28e459 - [INFO] - [E:25| 1100]: Train Loss:0.0017408, Val MRR:0.22173, testrun_0a28e459
2023-04-28 23:36:02,383 - testrun_0a28e459 - [INFO] - [Epoch:25]: Training Loss:0.001741
2023-04-28 23:36:02,649 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 23:36:34,729 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 23:36:43,545 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 23:37:25,952 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 23:37:41,828 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 25 valid]:
MRR: Tail : 0.3234, Head : 0.1253, Avg : 0.22435
2023-04-28 23:37:42,793 - testrun_0a28e459 - [INFO] - [Epoch 25]: Training Loss: 0.0017405, Valid MRR: 0.22435,
2023-04-28 23:37:43,805 - testrun_0a28e459 - [INFO] - [E:26| 0]: Train Loss:0.00164, Val MRR:0.22435, testrun_0a28e459
2023-04-28 23:39:22,610 - testrun_0a28e459 - [INFO] - [E:26| 100]: Train Loss:0.0017145, Val MRR:0.22435, testrun_0a28e459
2023-04-28 23:41:01,060 - testrun_0a28e459 - [INFO] - [E:26| 200]: Train Loss:0.0017177, Val MRR:0.22435, testrun_0a28e459
2023-04-28 23:42:38,947 - testrun_0a28e459 - [INFO] - [E:26| 300]: Train Loss:0.0017576, Val MRR:0.22435, testrun_0a28e459
2023-04-28 23:44:16,848 - testrun_0a28e459 - [INFO] - [E:26| 400]: Train Loss:0.0017455, Val MRR:0.22435, testrun_0a28e459
2023-04-28 23:45:55,612 - testrun_0a28e459 - [INFO] - [E:26| 500]: Train Loss:0.0017409, Val MRR:0.22435, testrun_0a28e459
2023-04-28 23:47:34,226 - testrun_0a28e459 - [INFO] - [E:26| 600]: Train Loss:0.0017416, Val MRR:0.22435, testrun_0a28e459
2023-04-28 23:49:12,925 - testrun_0a28e459 - [INFO] - [E:26| 700]: Train Loss:0.0017401, Val MRR:0.22435, testrun_0a28e459
2023-04-28 23:50:51,886 - testrun_0a28e459 - [INFO] - [E:26| 800]: Train Loss:0.0017364, Val MRR:0.22435, testrun_0a28e459
2023-04-28 23:52:26,890 - testrun_0a28e459 - [INFO] - [E:26| 900]: Train Loss:0.0017363, Val MRR:0.22435, testrun_0a28e459
2023-04-28 23:54:05,491 - testrun_0a28e459 - [INFO] - [E:26| 1000]: Train Loss:0.0017328, Val MRR:0.22435, testrun_0a28e459
2023-04-28 23:55:44,578 - testrun_0a28e459 - [INFO] - [E:26| 1100]: Train Loss:0.0017321, Val MRR:0.22435, testrun_0a28e459
2023-04-28 23:56:51,660 - testrun_0a28e459 - [INFO] - [Epoch:26]: Training Loss:0.001729
2023-04-28 23:56:52,058 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-28 23:57:25,194 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-28 23:57:37,369 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-28 23:58:05,170 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-28 23:58:20,569 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 26 valid]:
MRR: Tail : 0.32717, Head : 0.12629, Avg : 0.22673
2023-04-28 23:58:21,667 - testrun_0a28e459 - [INFO] - [Epoch 26]: Training Loss: 0.0017294, Valid MRR: 0.22673,
2023-04-28 23:58:22,897 - testrun_0a28e459 - [INFO] - [E:27| 0]: Train Loss:0.001595, Val MRR:0.22673, testrun_0a28e459
2023-04-29 00:00:01,433 - testrun_0a28e459 - [INFO] - [E:27| 100]: Train Loss:0.0017898, Val MRR:0.22673, testrun_0a28e459
2023-04-29 00:01:39,560 - testrun_0a28e459 - [INFO] - [E:27| 200]: Train Loss:0.0017453, Val MRR:0.22673, testrun_0a28e459
2023-04-29 00:03:17,497 - testrun_0a28e459 - [INFO] - [E:27| 300]: Train Loss:0.0017215, Val MRR:0.22673, testrun_0a28e459
2023-04-29 00:04:56,166 - testrun_0a28e459 - [INFO] - [E:27| 400]: Train Loss:0.0017249, Val MRR:0.22673, testrun_0a28e459
2023-04-29 00:06:34,859 - testrun_0a28e459 - [INFO] - [E:27| 500]: Train Loss:0.0017201, Val MRR:0.22673, testrun_0a28e459
2023-04-29 00:08:09,967 - testrun_0a28e459 - [INFO] - [E:27| 600]: Train Loss:0.0017242, Val MRR:0.22673, testrun_0a28e459
2023-04-29 00:09:48,843 - testrun_0a28e459 - [INFO] - [E:27| 700]: Train Loss:0.0017205, Val MRR:0.22673, testrun_0a28e459
2023-04-29 00:11:28,033 - testrun_0a28e459 - [INFO] - [E:27| 800]: Train Loss:0.001717, Val MRR:0.22673, testrun_0a28e459
2023-04-29 00:13:06,529 - testrun_0a28e459 - [INFO] - [E:27| 900]: Train Loss:0.0017185, Val MRR:0.22673, testrun_0a28e459
2023-04-29 00:14:45,438 - testrun_0a28e459 - [INFO] - [E:27| 1000]: Train Loss:0.0017178, Val MRR:0.22673, testrun_0a28e459
2023-04-29 00:16:24,563 - testrun_0a28e459 - [INFO] - [E:27| 1100]: Train Loss:0.0017166, Val MRR:0.22673, testrun_0a28e459
2023-04-29 00:17:32,423 - testrun_0a28e459 - [INFO] - [Epoch:27]: Training Loss:0.001714
2023-04-29 00:17:32,895 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 00:18:06,127 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 00:18:18,446 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 00:19:00,899 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 00:19:16,327 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 27 valid]:
MRR: Tail : 0.33245, Head : 0.13225, Avg : 0.23235
2023-04-29 00:19:17,496 - testrun_0a28e459 - [INFO] - [Epoch 27]: Training Loss: 0.0017141, Valid MRR: 0.23235,
2023-04-29 00:19:18,765 - testrun_0a28e459 - [INFO] - [E:28| 0]: Train Loss:0.0017391, Val MRR:0.23235, testrun_0a28e459
2023-04-29 00:20:57,728 - testrun_0a28e459 - [INFO] - [E:28| 100]: Train Loss:0.001712, Val MRR:0.23235, testrun_0a28e459
2023-04-29 00:22:31,216 - testrun_0a28e459 - [INFO] - [E:28| 200]: Train Loss:0.001723, Val MRR:0.23235, testrun_0a28e459
2023-04-29 00:24:00,222 - testrun_0a28e459 - [INFO] - [E:28| 300]: Train Loss:0.0017203, Val MRR:0.23235, testrun_0a28e459
2023-04-29 00:25:38,060 - testrun_0a28e459 - [INFO] - [E:28| 400]: Train Loss:0.001714, Val MRR:0.23235, testrun_0a28e459
2023-04-29 00:27:16,669 - testrun_0a28e459 - [INFO] - [E:28| 500]: Train Loss:0.0017088, Val MRR:0.23235, testrun_0a28e459
2023-04-29 00:28:54,697 - testrun_0a28e459 - [INFO] - [E:28| 600]: Train Loss:0.0017029, Val MRR:0.23235, testrun_0a28e459
2023-04-29 00:30:32,853 - testrun_0a28e459 - [INFO] - [E:28| 700]: Train Loss:0.0017034, Val MRR:0.23235, testrun_0a28e459
2023-04-29 00:32:11,473 - testrun_0a28e459 - [INFO] - [E:28| 800]: Train Loss:0.0016997, Val MRR:0.23235, testrun_0a28e459
2023-04-29 00:33:49,902 - testrun_0a28e459 - [INFO] - [E:28| 900]: Train Loss:0.0017026, Val MRR:0.23235, testrun_0a28e459
2023-04-29 00:35:28,710 - testrun_0a28e459 - [INFO] - [E:28| 1000]: Train Loss:0.0017056, Val MRR:0.23235, testrun_0a28e459
2023-04-29 00:37:02,423 - testrun_0a28e459 - [INFO] - [E:28| 1100]: Train Loss:0.0017052, Val MRR:0.23235, testrun_0a28e459
2023-04-29 00:38:09,368 - testrun_0a28e459 - [INFO] - [Epoch:28]: Training Loss:0.001703
2023-04-29 00:38:09,793 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 00:38:42,470 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 00:38:54,762 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 00:39:37,251 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 00:39:51,975 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 28 valid]:
MRR: Tail : 0.33412, Head : 0.13579, Avg : 0.23495
2023-04-29 00:39:53,055 - testrun_0a28e459 - [INFO] - [Epoch 28]: Training Loss: 0.0017031, Valid MRR: 0.23495,
2023-04-29 00:39:54,081 - testrun_0a28e459 - [INFO] - [E:29| 0]: Train Loss:0.0017195, Val MRR:0.23495, testrun_0a28e459
2023-04-29 00:41:33,107 - testrun_0a28e459 - [INFO] - [E:29| 100]: Train Loss:0.0017595, Val MRR:0.23495, testrun_0a28e459
2023-04-29 00:43:11,834 - testrun_0a28e459 - [INFO] - [E:29| 200]: Train Loss:0.0017039, Val MRR:0.23495, testrun_0a28e459
2023-04-29 00:44:50,184 - testrun_0a28e459 - [INFO] - [E:29| 300]: Train Loss:0.0017109, Val MRR:0.23495, testrun_0a28e459
2023-04-29 00:46:28,514 - testrun_0a28e459 - [INFO] - [E:29| 400]: Train Loss:0.0016932, Val MRR:0.23495, testrun_0a28e459
2023-04-29 00:48:02,339 - testrun_0a28e459 - [INFO] - [E:29| 500]: Train Loss:0.0016926, Val MRR:0.23495, testrun_0a28e459
2023-04-29 00:49:36,112 - testrun_0a28e459 - [INFO] - [E:29| 600]: Train Loss:0.0016972, Val MRR:0.23495, testrun_0a28e459
2023-04-29 00:51:13,896 - testrun_0a28e459 - [INFO] - [E:29| 700]: Train Loss:0.0016915, Val MRR:0.23495, testrun_0a28e459
2023-04-29 00:52:48,791 - testrun_0a28e459 - [INFO] - [E:29| 800]: Train Loss:0.0016909, Val MRR:0.23495, testrun_0a28e459
2023-04-29 00:54:27,031 - testrun_0a28e459 - [INFO] - [E:29| 900]: Train Loss:0.0016918, Val MRR:0.23495, testrun_0a28e459
2023-04-29 00:56:05,474 - testrun_0a28e459 - [INFO] - [E:29| 1000]: Train Loss:0.0016963, Val MRR:0.23495, testrun_0a28e459
2023-04-29 00:57:43,615 - testrun_0a28e459 - [INFO] - [E:29| 1100]: Train Loss:0.0016943, Val MRR:0.23495, testrun_0a28e459
2023-04-29 00:58:50,936 - testrun_0a28e459 - [INFO] - [Epoch:29]: Training Loss:0.001693
2023-04-29 00:58:51,341 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 00:59:24,209 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 00:59:36,544 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 01:00:19,570 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 01:00:34,879 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 29 valid]:
MRR: Tail : 0.34041, Head : 0.13931, Avg : 0.23986
MR: Tail : 270.91, Head : 542.01, Avg : 406.46
Hit-1: Tail : 0.26142, Head : 0.0844, Avg : 0.17291
Hit-3: Tail : 0.37337, Head : 0.14924, Avg : 0.26131
Hit-10: Tail : 0.49222, Head : 0.24403, Avg : 0.36812
2023-04-29 01:00:36,022 - testrun_0a28e459 - [INFO] - [Epoch 29]: Training Loss: 0.0016929, Valid MRR: 0.23986,
2023-04-29 01:00:36,883 - testrun_0a28e459 - [INFO] - [E:30| 0]: Train Loss:0.0014503, Val MRR:0.23986, testrun_0a28e459
2023-04-29 01:02:15,783 - testrun_0a28e459 - [INFO] - [E:30| 100]: Train Loss:0.0016769, Val MRR:0.23986, testrun_0a28e459
2023-04-29 01:03:54,475 - testrun_0a28e459 - [INFO] - [E:30| 200]: Train Loss:0.0016707, Val MRR:0.23986, testrun_0a28e459
2023-04-29 01:05:33,298 - testrun_0a28e459 - [INFO] - [E:30| 300]: Train Loss:0.0016684, Val MRR:0.23986, testrun_0a28e459
2023-04-29 01:07:08,641 - testrun_0a28e459 - [INFO] - [E:30| 400]: Train Loss:0.0016738, Val MRR:0.23986, testrun_0a28e459
2023-04-29 01:08:47,582 - testrun_0a28e459 - [INFO] - [E:30| 500]: Train Loss:0.0016754, Val MRR:0.23986, testrun_0a28e459
2023-04-29 01:10:25,793 - testrun_0a28e459 - [INFO] - [E:30| 600]: Train Loss:0.0016806, Val MRR:0.23986, testrun_0a28e459
2023-04-29 01:12:04,364 - testrun_0a28e459 - [INFO] - [E:30| 700]: Train Loss:0.0016839, Val MRR:0.23986, testrun_0a28e459
2023-04-29 01:13:33,301 - testrun_0a28e459 - [INFO] - [E:30| 800]: Train Loss:0.0016853, Val MRR:0.23986, testrun_0a28e459
2023-04-29 01:15:12,196 - testrun_0a28e459 - [INFO] - [E:30| 900]: Train Loss:0.0016835, Val MRR:0.23986, testrun_0a28e459
2023-04-29 01:16:50,582 - testrun_0a28e459 - [INFO] - [E:30| 1000]: Train Loss:0.0016856, Val MRR:0.23986, testrun_0a28e459
2023-04-29 01:18:29,578 - testrun_0a28e459 - [INFO] - [E:30| 1100]: Train Loss:0.001686, Val MRR:0.23986, testrun_0a28e459
2023-04-29 01:19:37,235 - testrun_0a28e459 - [INFO] - [Epoch:30]: Training Loss:0.001685
2023-04-29 01:19:37,497 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 01:20:10,997 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 01:20:23,059 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 01:21:05,013 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 01:21:20,178 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 30 valid]:
MRR: Tail : 0.34388, Head : 0.14296, Avg : 0.24342
2023-04-29 01:21:21,260 - testrun_0a28e459 - [INFO] - [Epoch 30]: Training Loss: 0.0016853, Valid MRR: 0.24342,
2023-04-29 01:21:22,460 - testrun_0a28e459 - [INFO] - [E:31| 0]: Train Loss:0.0018971, Val MRR:0.24342, testrun_0a28e459
2023-04-29 01:22:56,932 - testrun_0a28e459 - [INFO] - [E:31| 100]: Train Loss:0.0017018, Val MRR:0.24342, testrun_0a28e459
2023-04-29 01:24:35,029 - testrun_0a28e459 - [INFO] - [E:31| 200]: Train Loss:0.0016909, Val MRR:0.24342, testrun_0a28e459
2023-04-29 01:26:13,722 - testrun_0a28e459 - [INFO] - [E:31| 300]: Train Loss:0.00169, Val MRR:0.24342, testrun_0a28e459
2023-04-29 01:27:52,571 - testrun_0a28e459 - [INFO] - [E:31| 400]: Train Loss:0.0016803, Val MRR:0.24342, testrun_0a28e459
2023-04-29 01:29:31,311 - testrun_0a28e459 - [INFO] - [E:31| 500]: Train Loss:0.001696, Val MRR:0.24342, testrun_0a28e459
2023-04-29 01:31:09,864 - testrun_0a28e459 - [INFO] - [E:31| 600]: Train Loss:0.0016866, Val MRR:0.24342, testrun_0a28e459
2023-04-29 01:32:48,860 - testrun_0a28e459 - [INFO] - [E:31| 700]: Train Loss:0.0016795, Val MRR:0.24342, testrun_0a28e459
2023-04-29 01:34:28,944 - testrun_0a28e459 - [INFO] - [E:31| 800]: Train Loss:0.0016834, Val MRR:0.24342, testrun_0a28e459
2023-04-29 01:36:09,080 - testrun_0a28e459 - [INFO] - [E:31| 900]: Train Loss:0.0016845, Val MRR:0.24342, testrun_0a28e459
2023-04-29 01:37:44,632 - testrun_0a28e459 - [INFO] - [E:31| 1000]: Train Loss:0.0016782, Val MRR:0.24342, testrun_0a28e459
2023-04-29 01:39:13,784 - testrun_0a28e459 - [INFO] - [E:31| 1100]: Train Loss:0.001679, Val MRR:0.24342, testrun_0a28e459
2023-04-29 01:40:22,089 - testrun_0a28e459 - [INFO] - [Epoch:31]: Training Loss:0.001677
2023-04-29 01:40:22,505 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 01:40:56,454 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 01:41:09,095 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 01:41:50,715 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 01:42:06,156 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 31 valid]:
MRR: Tail : 0.34861, Head : 0.14648, Avg : 0.24754
2023-04-29 01:42:07,307 - testrun_0a28e459 - [INFO] - [Epoch 31]: Training Loss: 0.0016767, Valid MRR: 0.24754,
2023-04-29 01:42:08,499 - testrun_0a28e459 - [INFO] - [E:32| 0]: Train Loss:0.001866, Val MRR:0.24754, testrun_0a28e459
2023-04-29 01:43:48,735 - testrun_0a28e459 - [INFO] - [E:32| 100]: Train Loss:0.001673, Val MRR:0.24754, testrun_0a28e459
2023-04-29 01:45:28,481 - testrun_0a28e459 - [INFO] - [E:32| 200]: Train Loss:0.0016529, Val MRR:0.24754, testrun_0a28e459
2023-04-29 01:47:09,019 - testrun_0a28e459 - [INFO] - [E:32| 300]: Train Loss:0.0016655, Val MRR:0.24754, testrun_0a28e459
2023-04-29 01:48:48,570 - testrun_0a28e459 - [INFO] - [E:32| 400]: Train Loss:0.0016766, Val MRR:0.24754, testrun_0a28e459
2023-04-29 01:50:28,451 - testrun_0a28e459 - [INFO] - [E:32| 500]: Train Loss:0.0016628, Val MRR:0.24754, testrun_0a28e459
2023-04-29 01:52:03,812 - testrun_0a28e459 - [INFO] - [E:32| 600]: Train Loss:0.0016659, Val MRR:0.24754, testrun_0a28e459
2023-04-29 01:53:44,103 - testrun_0a28e459 - [INFO] - [E:32| 700]: Train Loss:0.0016651, Val MRR:0.24754, testrun_0a28e459
2023-04-29 01:55:24,208 - testrun_0a28e459 - [INFO] - [E:32| 800]: Train Loss:0.0016682, Val MRR:0.24754, testrun_0a28e459
2023-04-29 01:57:04,048 - testrun_0a28e459 - [INFO] - [E:32| 900]: Train Loss:0.0016691, Val MRR:0.24754, testrun_0a28e459
2023-04-29 01:58:43,924 - testrun_0a28e459 - [INFO] - [E:32| 1000]: Train Loss:0.0016664, Val MRR:0.24754, testrun_0a28e459
2023-04-29 02:00:23,898 - testrun_0a28e459 - [INFO] - [E:32| 1100]: Train Loss:0.0016639, Val MRR:0.24754, testrun_0a28e459
2023-04-29 02:01:31,885 - testrun_0a28e459 - [INFO] - [Epoch:32]: Training Loss:0.001665
2023-04-29 02:01:32,341 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 02:02:05,921 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 02:02:18,285 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 02:03:00,496 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 02:03:09,437 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 32 valid]:
MRR: Tail : 0.34925, Head : 0.14701, Avg : 0.24813
2023-04-29 02:03:10,763 - testrun_0a28e459 - [INFO] - [Epoch 32]: Training Loss: 0.0016653, Valid MRR: 0.24813,
2023-04-29 02:03:11,457 - testrun_0a28e459 - [INFO] - [E:33| 0]: Train Loss:0.0016386, Val MRR:0.24813, testrun_0a28e459
2023-04-29 02:04:46,052 - testrun_0a28e459 - [INFO] - [E:33| 100]: Train Loss:0.0016886, Val MRR:0.24813, testrun_0a28e459
2023-04-29 02:06:26,490 - testrun_0a28e459 - [INFO] - [E:33| 200]: Train Loss:0.001663, Val MRR:0.24813, testrun_0a28e459
2023-04-29 02:08:01,419 - testrun_0a28e459 - [INFO] - [E:33| 300]: Train Loss:0.0016638, Val MRR:0.24813, testrun_0a28e459
2023-04-29 02:09:41,819 - testrun_0a28e459 - [INFO] - [E:33| 400]: Train Loss:0.0016592, Val MRR:0.24813, testrun_0a28e459
2023-04-29 02:11:21,382 - testrun_0a28e459 - [INFO] - [E:33| 500]: Train Loss:0.0016522, Val MRR:0.24813, testrun_0a28e459
2023-04-29 02:13:01,220 - testrun_0a28e459 - [INFO] - [E:33| 600]: Train Loss:0.0016562, Val MRR:0.24813, testrun_0a28e459
2023-04-29 02:14:41,069 - testrun_0a28e459 - [INFO] - [E:33| 700]: Train Loss:0.0016605, Val MRR:0.24813, testrun_0a28e459
2023-04-29 02:16:21,350 - testrun_0a28e459 - [INFO] - [E:33| 800]: Train Loss:0.0016644, Val MRR:0.24813, testrun_0a28e459
2023-04-29 02:18:01,024 - testrun_0a28e459 - [INFO] - [E:33| 900]: Train Loss:0.0016652, Val MRR:0.24813, testrun_0a28e459
2023-04-29 02:19:40,805 - testrun_0a28e459 - [INFO] - [E:33| 1000]: Train Loss:0.0016647, Val MRR:0.24813, testrun_0a28e459
2023-04-29 02:21:20,778 - testrun_0a28e459 - [INFO] - [E:33| 1100]: Train Loss:0.0016617, Val MRR:0.24813, testrun_0a28e459
2023-04-29 02:22:24,754 - testrun_0a28e459 - [INFO] - [Epoch:33]: Training Loss:0.00166
2023-04-29 02:22:25,277 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 02:22:58,999 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 02:23:11,875 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 02:23:54,019 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 02:24:09,603 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 33 valid]:
MRR: Tail : 0.35253, Head : 0.1502, Avg : 0.25136
2023-04-29 02:24:10,731 - testrun_0a28e459 - [INFO] - [Epoch 33]: Training Loss: 0.0016602, Valid MRR: 0.25136,
2023-04-29 02:24:11,856 - testrun_0a28e459 - [INFO] - [E:34| 0]: Train Loss:0.0015485, Val MRR:0.25136, testrun_0a28e459
2023-04-29 02:25:52,222 - testrun_0a28e459 - [INFO] - [E:34| 100]: Train Loss:0.0016524, Val MRR:0.25136, testrun_0a28e459
2023-04-29 02:27:32,715 - testrun_0a28e459 - [INFO] - [E:34| 200]: Train Loss:0.001645, Val MRR:0.25136, testrun_0a28e459
2023-04-29 02:29:01,872 - testrun_0a28e459 - [INFO] - [E:34| 300]: Train Loss:0.001654, Val MRR:0.25136, testrun_0a28e459
2023-04-29 02:30:42,327 - testrun_0a28e459 - [INFO] - [E:34| 400]: Train Loss:0.0016504, Val MRR:0.25136, testrun_0a28e459
2023-04-29 02:32:22,624 - testrun_0a28e459 - [INFO] - [E:34| 500]: Train Loss:0.0016485, Val MRR:0.25136, testrun_0a28e459
2023-04-29 02:34:01,959 - testrun_0a28e459 - [INFO] - [E:34| 600]: Train Loss:0.0016553, Val MRR:0.25136, testrun_0a28e459
2023-04-29 02:35:42,489 - testrun_0a28e459 - [INFO] - [E:34| 700]: Train Loss:0.0016611, Val MRR:0.25136, testrun_0a28e459
2023-04-29 02:37:18,165 - testrun_0a28e459 - [INFO] - [E:34| 800]: Train Loss:0.0016571, Val MRR:0.25136, testrun_0a28e459
2023-04-29 02:38:58,288 - testrun_0a28e459 - [INFO] - [E:34| 900]: Train Loss:0.0016542, Val MRR:0.25136, testrun_0a28e459
2023-04-29 02:40:38,713 - testrun_0a28e459 - [INFO] - [E:34| 1000]: Train Loss:0.0016532, Val MRR:0.25136, testrun_0a28e459
2023-04-29 02:42:18,771 - testrun_0a28e459 - [INFO] - [E:34| 1100]: Train Loss:0.0016514, Val MRR:0.25136, testrun_0a28e459
2023-04-29 02:43:27,167 - testrun_0a28e459 - [INFO] - [Epoch:34]: Training Loss:0.001651
2023-04-29 02:43:27,684 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 02:44:01,423 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 02:44:14,485 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 02:44:56,907 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 02:45:12,625 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 34 valid]:
MRR: Tail : 0.35566, Head : 0.15481, Avg : 0.25523
2023-04-29 02:45:14,914 - testrun_0a28e459 - [INFO] - [Epoch 34]: Training Loss: 0.0016513, Valid MRR: 0.25523,
2023-04-29 02:45:15,925 - testrun_0a28e459 - [INFO] - [E:35| 0]: Train Loss:0.0019968, Val MRR:0.25523, testrun_0a28e459
2023-04-29 02:46:56,125 - testrun_0a28e459 - [INFO] - [E:35| 100]: Train Loss:0.0016273, Val MRR:0.25523, testrun_0a28e459
2023-04-29 02:48:36,455 - testrun_0a28e459 - [INFO] - [E:35| 200]: Train Loss:0.0016533, Val MRR:0.25523, testrun_0a28e459
2023-04-29 02:50:16,890 - testrun_0a28e459 - [INFO] - [E:35| 300]: Train Loss:0.0016511, Val MRR:0.25523, testrun_0a28e459
2023-04-29 02:51:52,851 - testrun_0a28e459 - [INFO] - [E:35| 400]: Train Loss:0.0016462, Val MRR:0.25523, testrun_0a28e459
2023-04-29 02:53:28,794 - testrun_0a28e459 - [INFO] - [E:35| 500]: Train Loss:0.0016391, Val MRR:0.25523, testrun_0a28e459
2023-04-29 02:55:02,713 - testrun_0a28e459 - [INFO] - [E:35| 600]: Train Loss:0.0016308, Val MRR:0.25523, testrun_0a28e459
2023-04-29 02:56:42,923 - testrun_0a28e459 - [INFO] - [E:35| 700]: Train Loss:0.0016347, Val MRR:0.25523, testrun_0a28e459
2023-04-29 02:58:23,114 - testrun_0a28e459 - [INFO] - [E:35| 800]: Train Loss:0.0016391, Val MRR:0.25523, testrun_0a28e459
2023-04-29 03:00:02,980 - testrun_0a28e459 - [INFO] - [E:35| 900]: Train Loss:0.0016431, Val MRR:0.25523, testrun_0a28e459
2023-04-29 03:01:43,089 - testrun_0a28e459 - [INFO] - [E:35| 1000]: Train Loss:0.0016431, Val MRR:0.25523, testrun_0a28e459
2023-04-29 03:03:23,461 - testrun_0a28e459 - [INFO] - [E:35| 1100]: Train Loss:0.0016414, Val MRR:0.25523, testrun_0a28e459
2023-04-29 03:04:31,876 - testrun_0a28e459 - [INFO] - [Epoch:35]: Training Loss:0.001643
2023-04-29 03:04:32,397 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 03:05:06,078 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 03:05:18,791 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 03:06:00,662 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 03:06:16,016 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 35 valid]:
MRR: Tail : 0.35766, Head : 0.15508, Avg : 0.25637
2023-04-29 03:06:17,077 - testrun_0a28e459 - [INFO] - [Epoch 35]: Training Loss: 0.0016434, Valid MRR: 0.25637,
2023-04-29 03:06:18,313 - testrun_0a28e459 - [INFO] - [E:36| 0]: Train Loss:0.0015483, Val MRR:0.25637, testrun_0a28e459
2023-04-29 03:07:53,693 - testrun_0a28e459 - [INFO] - [E:36| 100]: Train Loss:0.0016582, Val MRR:0.25637, testrun_0a28e459
2023-04-29 03:09:33,858 - testrun_0a28e459 - [INFO] - [E:36| 200]: Train Loss:0.0016486, Val MRR:0.25637, testrun_0a28e459
2023-04-29 03:11:14,109 - testrun_0a28e459 - [INFO] - [E:36| 300]: Train Loss:0.0016268, Val MRR:0.25637, testrun_0a28e459
2023-04-29 03:12:53,375 - testrun_0a28e459 - [INFO] - [E:36| 400]: Train Loss:0.0016309, Val MRR:0.25637, testrun_0a28e459
2023-04-29 03:14:33,672 - testrun_0a28e459 - [INFO] - [E:36| 500]: Train Loss:0.0016311, Val MRR:0.25637, testrun_0a28e459
2023-04-29 03:16:13,918 - testrun_0a28e459 - [INFO] - [E:36| 600]: Train Loss:0.0016379, Val MRR:0.25637, testrun_0a28e459
2023-04-29 03:17:54,182 - testrun_0a28e459 - [INFO] - [E:36| 700]: Train Loss:0.0016366, Val MRR:0.25637, testrun_0a28e459
2023-04-29 03:19:22,831 - testrun_0a28e459 - [INFO] - [E:36| 800]: Train Loss:0.00164, Val MRR:0.25637, testrun_0a28e459
2023-04-29 03:21:03,048 - testrun_0a28e459 - [INFO] - [E:36| 900]: Train Loss:0.0016392, Val MRR:0.25637, testrun_0a28e459
2023-04-29 03:22:39,264 - testrun_0a28e459 - [INFO] - [E:36| 1000]: Train Loss:0.00164, Val MRR:0.25637, testrun_0a28e459
2023-04-29 03:24:19,602 - testrun_0a28e459 - [INFO] - [E:36| 1100]: Train Loss:0.0016372, Val MRR:0.25637, testrun_0a28e459
2023-04-29 03:25:27,928 - testrun_0a28e459 - [INFO] - [Epoch:36]: Training Loss:0.001637
2023-04-29 03:25:28,319 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 03:26:01,660 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 03:26:13,870 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 03:26:55,822 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 03:27:11,613 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 36 valid]:
MRR: Tail : 0.36195, Head : 0.15764, Avg : 0.25979
2023-04-29 03:27:12,671 - testrun_0a28e459 - [INFO] - [Epoch 36]: Training Loss: 0.0016367, Valid MRR: 0.25979,
2023-04-29 03:27:13,836 - testrun_0a28e459 - [INFO] - [E:37| 0]: Train Loss:0.0015244, Val MRR:0.25979, testrun_0a28e459
2023-04-29 03:28:53,963 - testrun_0a28e459 - [INFO] - [E:37| 100]: Train Loss:0.0016255, Val MRR:0.25979, testrun_0a28e459
2023-04-29 03:30:34,350 - testrun_0a28e459 - [INFO] - [E:37| 200]: Train Loss:0.0016144, Val MRR:0.25979, testrun_0a28e459
2023-04-29 03:32:14,131 - testrun_0a28e459 - [INFO] - [E:37| 300]: Train Loss:0.0016076, Val MRR:0.25979, testrun_0a28e459
2023-04-29 03:33:54,645 - testrun_0a28e459 - [INFO] - [E:37| 400]: Train Loss:0.0016087, Val MRR:0.25979, testrun_0a28e459
2023-04-29 03:35:34,943 - testrun_0a28e459 - [INFO] - [E:37| 500]: Train Loss:0.0016137, Val MRR:0.25979, testrun_0a28e459
2023-04-29 03:37:10,764 - testrun_0a28e459 - [INFO] - [E:37| 600]: Train Loss:0.0016206, Val MRR:0.25979, testrun_0a28e459
2023-04-29 03:38:50,592 - testrun_0a28e459 - [INFO] - [E:37| 700]: Train Loss:0.0016238, Val MRR:0.25979, testrun_0a28e459
2023-04-29 03:40:30,446 - testrun_0a28e459 - [INFO] - [E:37| 800]: Train Loss:0.0016264, Val MRR:0.25979, testrun_0a28e459
2023-04-29 03:42:10,874 - testrun_0a28e459 - [INFO] - [E:37| 900]: Train Loss:0.001631, Val MRR:0.25979, testrun_0a28e459
2023-04-29 03:43:41,445 - testrun_0a28e459 - [INFO] - [E:37| 1000]: Train Loss:0.0016316, Val MRR:0.25979, testrun_0a28e459
2023-04-29 03:45:19,726 - testrun_0a28e459 - [INFO] - [E:37| 1100]: Train Loss:0.0016285, Val MRR:0.25979, testrun_0a28e459
2023-04-29 03:46:28,457 - testrun_0a28e459 - [INFO] - [Epoch:37]: Training Loss:0.001628
2023-04-29 03:46:28,745 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 03:47:02,537 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 03:47:14,956 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 03:47:56,787 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 03:48:11,765 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 37 valid]:
MRR: Tail : 0.36332, Head : 0.16118, Avg : 0.26225
2023-04-29 03:48:12,865 - testrun_0a28e459 - [INFO] - [Epoch 37]: Training Loss: 0.0016276, Valid MRR: 0.26225,
2023-04-29 03:48:14,133 - testrun_0a28e459 - [INFO] - [E:38| 0]: Train Loss:0.0014415, Val MRR:0.26225, testrun_0a28e459
2023-04-29 03:49:53,633 - testrun_0a28e459 - [INFO] - [E:38| 100]: Train Loss:0.001574, Val MRR:0.26225, testrun_0a28e459
2023-04-29 03:51:34,288 - testrun_0a28e459 - [INFO] - [E:38| 200]: Train Loss:0.0016275, Val MRR:0.26225, testrun_0a28e459
2023-04-29 03:53:10,009 - testrun_0a28e459 - [INFO] - [E:38| 300]: Train Loss:0.0016135, Val MRR:0.26225, testrun_0a28e459
2023-04-29 03:54:49,459 - testrun_0a28e459 - [INFO] - [E:38| 400]: Train Loss:0.001615, Val MRR:0.26225, testrun_0a28e459
2023-04-29 03:56:29,108 - testrun_0a28e459 - [INFO] - [E:38| 500]: Train Loss:0.0016214, Val MRR:0.26225, testrun_0a28e459
2023-04-29 03:58:08,697 - testrun_0a28e459 - [INFO] - [E:38| 600]: Train Loss:0.0016187, Val MRR:0.26225, testrun_0a28e459
2023-04-29 03:59:48,523 - testrun_0a28e459 - [INFO] - [E:38| 700]: Train Loss:0.0016219, Val MRR:0.26225, testrun_0a28e459
2023-04-29 04:01:28,777 - testrun_0a28e459 - [INFO] - [E:38| 800]: Train Loss:0.0016189, Val MRR:0.26225, testrun_0a28e459
2023-04-29 04:03:08,683 - testrun_0a28e459 - [INFO] - [E:38| 900]: Train Loss:0.0016212, Val MRR:0.26225, testrun_0a28e459
2023-04-29 04:04:48,622 - testrun_0a28e459 - [INFO] - [E:38| 1000]: Train Loss:0.0016205, Val MRR:0.26225, testrun_0a28e459
2023-04-29 04:06:29,228 - testrun_0a28e459 - [INFO] - [E:38| 1100]: Train Loss:0.0016216, Val MRR:0.26225, testrun_0a28e459
2023-04-29 04:07:33,093 - testrun_0a28e459 - [INFO] - [Epoch:38]: Training Loss:0.00162
2023-04-29 04:07:33,501 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 04:08:07,175 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 04:08:19,335 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 04:08:47,187 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 04:09:00,745 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 38 valid]:
MRR: Tail : 0.36435, Head : 0.16107, Avg : 0.26271
2023-04-29 04:09:01,809 - testrun_0a28e459 - [INFO] - [Epoch 38]: Training Loss: 0.0016199, Valid MRR: 0.26271,
2023-04-29 04:09:02,954 - testrun_0a28e459 - [INFO] - [E:39| 0]: Train Loss:0.0015121, Val MRR:0.26271, testrun_0a28e459
2023-04-29 04:10:43,378 - testrun_0a28e459 - [INFO] - [E:39| 100]: Train Loss:0.0016403, Val MRR:0.26271, testrun_0a28e459
2023-04-29 04:12:23,695 - testrun_0a28e459 - [INFO] - [E:39| 200]: Train Loss:0.0016284, Val MRR:0.26271, testrun_0a28e459
2023-04-29 04:14:04,304 - testrun_0a28e459 - [INFO] - [E:39| 300]: Train Loss:0.0016145, Val MRR:0.26271, testrun_0a28e459
2023-04-29 04:15:44,296 - testrun_0a28e459 - [INFO] - [E:39| 400]: Train Loss:0.0016368, Val MRR:0.26271, testrun_0a28e459
2023-04-29 04:17:23,994 - testrun_0a28e459 - [INFO] - [E:39| 500]: Train Loss:0.0016377, Val MRR:0.26271, testrun_0a28e459
2023-04-29 04:19:04,024 - testrun_0a28e459 - [INFO] - [E:39| 600]: Train Loss:0.0016304, Val MRR:0.26271, testrun_0a28e459
2023-04-29 04:20:43,793 - testrun_0a28e459 - [INFO] - [E:39| 700]: Train Loss:0.001623, Val MRR:0.26271, testrun_0a28e459
2023-04-29 04:22:19,547 - testrun_0a28e459 - [INFO] - [E:39| 800]: Train Loss:0.0016175, Val MRR:0.26271, testrun_0a28e459
2023-04-29 04:23:59,796 - testrun_0a28e459 - [INFO] - [E:39| 900]: Train Loss:0.0016173, Val MRR:0.26271, testrun_0a28e459
2023-04-29 04:25:40,026 - testrun_0a28e459 - [INFO] - [E:39| 1000]: Train Loss:0.0016186, Val MRR:0.26271, testrun_0a28e459
2023-04-29 04:27:20,128 - testrun_0a28e459 - [INFO] - [E:39| 1100]: Train Loss:0.0016167, Val MRR:0.26271, testrun_0a28e459
2023-04-29 04:28:28,576 - testrun_0a28e459 - [INFO] - [Epoch:39]: Training Loss:0.001614
2023-04-29 04:28:28,873 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 04:29:02,762 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 04:29:15,507 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 04:29:57,819 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 04:30:13,338 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 39 valid]:
MRR: Tail : 0.36483, Head : 0.1633, Avg : 0.26406
MR: Tail : 220.41, Head : 469.96, Avg : 345.18
Hit-1: Tail : 0.28081, Head : 0.10077, Avg : 0.19079
Hit-3: Tail : 0.40029, Head : 0.17496, Avg : 0.28762
Hit-10: Tail : 0.52678, Head : 0.28805, Avg : 0.40741
2023-04-29 04:30:15,764 - testrun_0a28e459 - [INFO] - [Epoch 39]: Training Loss: 0.0016137, Valid MRR: 0.26406,
2023-04-29 04:30:16,758 - testrun_0a28e459 - [INFO] - [E:40| 0]: Train Loss:0.00142, Val MRR:0.26406, testrun_0a28e459
2023-04-29 04:31:56,564 - testrun_0a28e459 - [INFO] - [E:40| 100]: Train Loss:0.0015576, Val MRR:0.26406, testrun_0a28e459
2023-04-29 04:33:32,325 - testrun_0a28e459 - [INFO] - [E:40| 200]: Train Loss:0.0015994, Val MRR:0.26406, testrun_0a28e459
2023-04-29 04:35:05,473 - testrun_0a28e459 - [INFO] - [E:40| 300]: Train Loss:0.0016089, Val MRR:0.26406, testrun_0a28e459
2023-04-29 04:36:46,027 - testrun_0a28e459 - [INFO] - [E:40| 400]: Train Loss:0.0016147, Val MRR:0.26406, testrun_0a28e459
2023-04-29 04:38:21,940 - testrun_0a28e459 - [INFO] - [E:40| 500]: Train Loss:0.0016145, Val MRR:0.26406, testrun_0a28e459
2023-04-29 04:40:01,974 - testrun_0a28e459 - [INFO] - [E:40| 600]: Train Loss:0.0016102, Val MRR:0.26406, testrun_0a28e459
2023-04-29 04:41:42,848 - testrun_0a28e459 - [INFO] - [E:40| 700]: Train Loss:0.001613, Val MRR:0.26406, testrun_0a28e459
2023-04-29 04:43:22,992 - testrun_0a28e459 - [INFO] - [E:40| 800]: Train Loss:0.0016095, Val MRR:0.26406, testrun_0a28e459
2023-04-29 04:45:03,020 - testrun_0a28e459 - [INFO] - [E:40| 900]: Train Loss:0.0016071, Val MRR:0.26406, testrun_0a28e459
2023-04-29 04:46:43,205 - testrun_0a28e459 - [INFO] - [E:40| 1000]: Train Loss:0.0016072, Val MRR:0.26406, testrun_0a28e459
2023-04-29 04:48:23,199 - testrun_0a28e459 - [INFO] - [E:40| 1100]: Train Loss:0.0016082, Val MRR:0.26406, testrun_0a28e459
2023-04-29 04:49:31,761 - testrun_0a28e459 - [INFO] - [Epoch:40]: Training Loss:0.001607
2023-04-29 04:49:32,028 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 04:50:06,279 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 04:50:18,345 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 04:51:00,711 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 04:51:16,123 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 40 valid]:
MRR: Tail : 0.36728, Head : 0.16563, Avg : 0.26646
2023-04-29 04:51:17,183 - testrun_0a28e459 - [INFO] - [Epoch 40]: Training Loss: 0.0016073, Valid MRR: 0.26646,
2023-04-29 04:51:18,122 - testrun_0a28e459 - [INFO] - [E:41| 0]: Train Loss:0.0013657, Val MRR:0.26646, testrun_0a28e459
2023-04-29 04:52:52,927 - testrun_0a28e459 - [INFO] - [E:41| 100]: Train Loss:0.0015875, Val MRR:0.26646, testrun_0a28e459
2023-04-29 04:54:33,306 - testrun_0a28e459 - [INFO] - [E:41| 200]: Train Loss:0.0015882, Val MRR:0.26646, testrun_0a28e459
2023-04-29 04:56:13,382 - testrun_0a28e459 - [INFO] - [E:41| 300]: Train Loss:0.0015902, Val MRR:0.26646, testrun_0a28e459
2023-04-29 04:57:53,398 - testrun_0a28e459 - [INFO] - [E:41| 400]: Train Loss:0.0015885, Val MRR:0.26646, testrun_0a28e459
2023-04-29 04:59:22,330 - testrun_0a28e459 - [INFO] - [E:41| 500]: Train Loss:0.0015893, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:01:02,549 - testrun_0a28e459 - [INFO] - [E:41| 600]: Train Loss:0.0015951, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:02:42,247 - testrun_0a28e459 - [INFO] - [E:41| 700]: Train Loss:0.0015895, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:04:22,357 - testrun_0a28e459 - [INFO] - [E:41| 800]: Train Loss:0.0015903, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:06:02,071 - testrun_0a28e459 - [INFO] - [E:41| 900]: Train Loss:0.0015924, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:07:37,206 - testrun_0a28e459 - [INFO] - [E:41| 1000]: Train Loss:0.0015965, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:09:16,695 - testrun_0a28e459 - [INFO] - [E:41| 1100]: Train Loss:0.001597, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:10:25,202 - testrun_0a28e459 - [INFO] - [Epoch:41]: Training Loss:0.0016
2023-04-29 05:10:25,721 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 05:10:59,980 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 05:11:13,005 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 05:11:55,034 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 05:12:10,957 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 41 valid]:
MRR: Tail : 0.36242, Head : 0.1641, Avg : 0.26326
2023-04-29 05:12:10,957 - testrun_0a28e459 - [INFO] - [Epoch 41]: Training Loss: 0.0016003, Valid MRR: 0.26646,
2023-04-29 05:12:11,804 - testrun_0a28e459 - [INFO] - [E:42| 0]: Train Loss:0.0013958, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:13:51,876 - testrun_0a28e459 - [INFO] - [E:42| 100]: Train Loss:0.0015792, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:15:31,759 - testrun_0a28e459 - [INFO] - [E:42| 200]: Train Loss:0.0015919, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:17:11,173 - testrun_0a28e459 - [INFO] - [E:42| 300]: Train Loss:0.001592, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:18:51,292 - testrun_0a28e459 - [INFO] - [E:42| 400]: Train Loss:0.0015909, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:20:31,722 - testrun_0a28e459 - [INFO] - [E:42| 500]: Train Loss:0.0015839, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:22:07,663 - testrun_0a28e459 - [INFO] - [E:42| 600]: Train Loss:0.0015899, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:23:44,683 - testrun_0a28e459 - [INFO] - [E:42| 700]: Train Loss:0.0015913, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:25:16,303 - testrun_0a28e459 - [INFO] - [E:42| 800]: Train Loss:0.0015916, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:26:56,565 - testrun_0a28e459 - [INFO] - [E:42| 900]: Train Loss:0.0015954, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:28:36,378 - testrun_0a28e459 - [INFO] - [E:42| 1000]: Train Loss:0.0015968, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:30:16,162 - testrun_0a28e459 - [INFO] - [E:42| 1100]: Train Loss:0.0015987, Val MRR:0.26646, testrun_0a28e459
2023-04-29 05:31:24,772 - testrun_0a28e459 - [INFO] - [Epoch:42]: Training Loss:0.001597
2023-04-29 05:31:25,062 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 05:31:58,690 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 05:32:11,332 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 05:32:54,270 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 05:33:09,345 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 42 valid]:
MRR: Tail : 0.36976, Head : 0.16726, Avg : 0.26851
2023-04-29 05:33:10,465 - testrun_0a28e459 - [INFO] - [Epoch 42]: Training Loss: 0.0015971, Valid MRR: 0.26851,
2023-04-29 05:33:11,500 - testrun_0a28e459 - [INFO] - [E:43| 0]: Train Loss:0.0014985, Val MRR:0.26851, testrun_0a28e459
2023-04-29 05:34:51,811 - testrun_0a28e459 - [INFO] - [E:43| 100]: Train Loss:0.00157, Val MRR:0.26851, testrun_0a28e459
2023-04-29 05:36:31,843 - testrun_0a28e459 - [INFO] - [E:43| 200]: Train Loss:0.0015735, Val MRR:0.26851, testrun_0a28e459
2023-04-29 05:38:07,302 - testrun_0a28e459 - [INFO] - [E:43| 300]: Train Loss:0.0015693, Val MRR:0.26851, testrun_0a28e459
2023-04-29 05:39:47,568 - testrun_0a28e459 - [INFO] - [E:43| 400]: Train Loss:0.0015766, Val MRR:0.26851, testrun_0a28e459
2023-04-29 05:41:27,174 - testrun_0a28e459 - [INFO] - [E:43| 500]: Train Loss:0.0015749, Val MRR:0.26851, testrun_0a28e459
2023-04-29 05:43:06,813 - testrun_0a28e459 - [INFO] - [E:43| 600]: Train Loss:0.0015742, Val MRR:0.26851, testrun_0a28e459
2023-04-29 05:44:46,648 - testrun_0a28e459 - [INFO] - [E:43| 700]: Train Loss:0.0015762, Val MRR:0.26851, testrun_0a28e459
2023-04-29 05:46:26,580 - testrun_0a28e459 - [INFO] - [E:43| 800]: Train Loss:0.0015802, Val MRR:0.26851, testrun_0a28e459
2023-04-29 05:48:06,240 - testrun_0a28e459 - [INFO] - [E:43| 900]: Train Loss:0.001583, Val MRR:0.26851, testrun_0a28e459
2023-04-29 05:49:35,047 - testrun_0a28e459 - [INFO] - [E:43| 1000]: Train Loss:0.0015875, Val MRR:0.26851, testrun_0a28e459
2023-04-29 05:51:14,909 - testrun_0a28e459 - [INFO] - [E:43| 1100]: Train Loss:0.0015904, Val MRR:0.26851, testrun_0a28e459
2023-04-29 05:52:18,970 - testrun_0a28e459 - [INFO] - [Epoch:43]: Training Loss:0.001591
2023-04-29 05:52:19,423 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 05:52:53,460 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 05:53:06,270 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 05:53:48,370 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 05:54:03,884 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 43 valid]:
MRR: Tail : 0.37261, Head : 0.17123, Avg : 0.27192
2023-04-29 05:54:04,953 - testrun_0a28e459 - [INFO] - [Epoch 43]: Training Loss: 0.0015909, Valid MRR: 0.27192,
2023-04-29 05:54:06,233 - testrun_0a28e459 - [INFO] - [E:44| 0]: Train Loss:0.0016659, Val MRR:0.27192, testrun_0a28e459
2023-04-29 05:55:46,215 - testrun_0a28e459 - [INFO] - [E:44| 100]: Train Loss:0.0015858, Val MRR:0.27192, testrun_0a28e459
2023-04-29 05:57:25,971 - testrun_0a28e459 - [INFO] - [E:44| 200]: Train Loss:0.0015853, Val MRR:0.27192, testrun_0a28e459
2023-04-29 05:59:05,422 - testrun_0a28e459 - [INFO] - [E:44| 300]: Train Loss:0.001589, Val MRR:0.27192, testrun_0a28e459
2023-04-29 06:00:45,681 - testrun_0a28e459 - [INFO] - [E:44| 400]: Train Loss:0.0015873, Val MRR:0.27192, testrun_0a28e459
2023-04-29 06:02:25,713 - testrun_0a28e459 - [INFO] - [E:44| 500]: Train Loss:0.0015797, Val MRR:0.27192, testrun_0a28e459
2023-04-29 06:04:05,575 - testrun_0a28e459 - [INFO] - [E:44| 600]: Train Loss:0.0015835, Val MRR:0.27192, testrun_0a28e459
2023-04-29 06:05:45,770 - testrun_0a28e459 - [INFO] - [E:44| 700]: Train Loss:0.0015802, Val MRR:0.27192, testrun_0a28e459
2023-04-29 06:07:21,972 - testrun_0a28e459 - [INFO] - [E:44| 800]: Train Loss:0.001578, Val MRR:0.27192, testrun_0a28e459
2023-04-29 06:09:01,860 - testrun_0a28e459 - [INFO] - [E:44| 900]: Train Loss:0.0015818, Val MRR:0.27192, testrun_0a28e459
2023-04-29 06:10:41,890 - testrun_0a28e459 - [INFO] - [E:44| 1000]: Train Loss:0.0015856, Val MRR:0.27192, testrun_0a28e459
2023-04-29 06:12:21,604 - testrun_0a28e459 - [INFO] - [E:44| 1100]: Train Loss:0.0015865, Val MRR:0.27192, testrun_0a28e459
2023-04-29 06:13:29,790 - testrun_0a28e459 - [INFO] - [Epoch:44]: Training Loss:0.001585
2023-04-29 06:13:30,162 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 06:13:56,174 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 06:14:04,554 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 06:14:47,070 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 06:15:02,262 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 44 valid]:
MRR: Tail : 0.37357, Head : 0.17358, Avg : 0.27357
2023-04-29 06:15:03,355 - testrun_0a28e459 - [INFO] - [Epoch 44]: Training Loss: 0.0015852, Valid MRR: 0.27357,
2023-04-29 06:15:04,432 - testrun_0a28e459 - [INFO] - [E:45| 0]: Train Loss:0.0016376, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:16:44,020 - testrun_0a28e459 - [INFO] - [E:45| 100]: Train Loss:0.0015305, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:18:24,440 - testrun_0a28e459 - [INFO] - [E:45| 200]: Train Loss:0.0015491, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:20:04,099 - testrun_0a28e459 - [INFO] - [E:45| 300]: Train Loss:0.0015603, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:21:43,553 - testrun_0a28e459 - [INFO] - [E:45| 400]: Train Loss:0.0015695, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:23:18,993 - testrun_0a28e459 - [INFO] - [E:45| 500]: Train Loss:0.001571, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:24:58,785 - testrun_0a28e459 - [INFO] - [E:45| 600]: Train Loss:0.001569, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:26:38,517 - testrun_0a28e459 - [INFO] - [E:45| 700]: Train Loss:0.0015734, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:28:18,378 - testrun_0a28e459 - [INFO] - [E:45| 800]: Train Loss:0.0015732, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:29:58,460 - testrun_0a28e459 - [INFO] - [E:45| 900]: Train Loss:0.0015768, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:31:38,503 - testrun_0a28e459 - [INFO] - [E:45| 1000]: Train Loss:0.001575, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:33:18,394 - testrun_0a28e459 - [INFO] - [E:45| 1100]: Train Loss:0.0015767, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:34:26,847 - testrun_0a28e459 - [INFO] - [Epoch:45]: Training Loss:0.001579
2023-04-29 06:34:27,276 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 06:35:01,147 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 06:35:13,773 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 06:35:56,743 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 06:36:12,580 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 45 valid]:
MRR: Tail : 0.37451, Head : 0.17215, Avg : 0.27333
2023-04-29 06:36:12,580 - testrun_0a28e459 - [INFO] - [Epoch 45]: Training Loss: 0.0015785, Valid MRR: 0.27357,
2023-04-29 06:36:13,699 - testrun_0a28e459 - [INFO] - [E:46| 0]: Train Loss:0.0015438, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:37:49,258 - testrun_0a28e459 - [INFO] - [E:46| 100]: Train Loss:0.0015489, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:39:18,126 - testrun_0a28e459 - [INFO] - [E:46| 200]: Train Loss:0.0015719, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:40:58,079 - testrun_0a28e459 - [INFO] - [E:46| 300]: Train Loss:0.0015603, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:42:38,048 - testrun_0a28e459 - [INFO] - [E:46| 400]: Train Loss:0.0015657, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:44:18,335 - testrun_0a28e459 - [INFO] - [E:46| 500]: Train Loss:0.0015703, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:45:57,780 - testrun_0a28e459 - [INFO] - [E:46| 600]: Train Loss:0.0015747, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:47:37,663 - testrun_0a28e459 - [INFO] - [E:46| 700]: Train Loss:0.0015819, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:49:17,439 - testrun_0a28e459 - [INFO] - [E:46| 800]: Train Loss:0.0015781, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:50:57,251 - testrun_0a28e459 - [INFO] - [E:46| 900]: Train Loss:0.0015736, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:52:32,775 - testrun_0a28e459 - [INFO] - [E:46| 1000]: Train Loss:0.0015715, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:54:12,504 - testrun_0a28e459 - [INFO] - [E:46| 1100]: Train Loss:0.0015747, Val MRR:0.27357, testrun_0a28e459
2023-04-29 06:55:20,933 - testrun_0a28e459 - [INFO] - [Epoch:46]: Training Loss:0.001573
2023-04-29 06:55:21,201 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 06:55:55,124 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 06:56:07,660 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 06:56:50,160 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 06:57:05,481 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 46 valid]:
MRR: Tail : 0.37672, Head : 0.1754, Avg : 0.27606
2023-04-29 06:57:06,540 - testrun_0a28e459 - [INFO] - [Epoch 46]: Training Loss: 0.0015735, Valid MRR: 0.27606,
2023-04-29 06:57:07,432 - testrun_0a28e459 - [INFO] - [E:47| 0]: Train Loss:0.0018558, Val MRR:0.27606, testrun_0a28e459
2023-04-29 06:58:47,243 - testrun_0a28e459 - [INFO] - [E:47| 100]: Train Loss:0.0015403, Val MRR:0.27606, testrun_0a28e459
2023-04-29 07:00:27,187 - testrun_0a28e459 - [INFO] - [E:47| 200]: Train Loss:0.0015441, Val MRR:0.27606, testrun_0a28e459
2023-04-29 07:02:07,230 - testrun_0a28e459 - [INFO] - [E:47| 300]: Train Loss:0.0015541, Val MRR:0.27606, testrun_0a28e459
2023-04-29 07:03:45,642 - testrun_0a28e459 - [INFO] - [E:47| 400]: Train Loss:0.0015495, Val MRR:0.27606, testrun_0a28e459
2023-04-29 07:05:17,419 - testrun_0a28e459 - [INFO] - [E:47| 500]: Train Loss:0.0015595, Val MRR:0.27606, testrun_0a28e459
2023-04-29 07:06:55,571 - testrun_0a28e459 - [INFO] - [E:47| 600]: Train Loss:0.0015615, Val MRR:0.27606, testrun_0a28e459
2023-04-29 07:08:33,287 - testrun_0a28e459 - [INFO] - [E:47| 700]: Train Loss:0.0015663, Val MRR:0.27606, testrun_0a28e459
2023-04-29 07:10:13,198 - testrun_0a28e459 - [INFO] - [E:47| 800]: Train Loss:0.001566, Val MRR:0.27606, testrun_0a28e459
2023-04-29 07:11:53,305 - testrun_0a28e459 - [INFO] - [E:47| 900]: Train Loss:0.001566, Val MRR:0.27606, testrun_0a28e459
2023-04-29 07:13:33,042 - testrun_0a28e459 - [INFO] - [E:47| 1000]: Train Loss:0.0015647, Val MRR:0.27606, testrun_0a28e459
2023-04-29 07:15:12,903 - testrun_0a28e459 - [INFO] - [E:47| 1100]: Train Loss:0.0015656, Val MRR:0.27606, testrun_0a28e459
2023-04-29 07:16:21,233 - testrun_0a28e459 - [INFO] - [Epoch:47]: Training Loss:0.001568
2023-04-29 07:16:21,501 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 07:16:55,559 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 07:17:08,448 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 07:17:50,820 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 07:18:05,706 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 47 valid]:
MRR: Tail : 0.37881, Head : 0.17796, Avg : 0.27839
2023-04-29 07:18:06,785 - testrun_0a28e459 - [INFO] - [Epoch 47]: Training Loss: 0.0015684, Valid MRR: 0.27839,
2023-04-29 07:18:07,858 - testrun_0a28e459 - [INFO] - [E:48| 0]: Train Loss:0.0013449, Val MRR:0.27839, testrun_0a28e459
2023-04-29 07:19:47,623 - testrun_0a28e459 - [INFO] - [E:48| 100]: Train Loss:0.0015708, Val MRR:0.27839, testrun_0a28e459
2023-04-29 07:21:27,049 - testrun_0a28e459 - [INFO] - [E:48| 200]: Train Loss:0.0015688, Val MRR:0.27839, testrun_0a28e459
2023-04-29 07:23:01,474 - testrun_0a28e459 - [INFO] - [E:48| 300]: Train Loss:0.0015622, Val MRR:0.27839, testrun_0a28e459
2023-04-29 07:24:41,305 - testrun_0a28e459 - [INFO] - [E:48| 400]: Train Loss:0.001569, Val MRR:0.27839, testrun_0a28e459
2023-04-29 07:26:21,156 - testrun_0a28e459 - [INFO] - [E:48| 500]: Train Loss:0.0015719, Val MRR:0.27839, testrun_0a28e459
2023-04-29 07:28:01,827 - testrun_0a28e459 - [INFO] - [E:48| 600]: Train Loss:0.0015779, Val MRR:0.27839, testrun_0a28e459
2023-04-29 07:29:30,992 - testrun_0a28e459 - [INFO] - [E:48| 700]: Train Loss:0.0015766, Val MRR:0.27839, testrun_0a28e459
2023-04-29 07:31:11,280 - testrun_0a28e459 - [INFO] - [E:48| 800]: Train Loss:0.0015725, Val MRR:0.27839, testrun_0a28e459
2023-04-29 07:32:51,726 - testrun_0a28e459 - [INFO] - [E:48| 900]: Train Loss:0.0015713, Val MRR:0.27839, testrun_0a28e459
2023-04-29 07:34:31,332 - testrun_0a28e459 - [INFO] - [E:48| 1000]: Train Loss:0.0015707, Val MRR:0.27839, testrun_0a28e459
2023-04-29 07:36:11,046 - testrun_0a28e459 - [INFO] - [E:48| 1100]: Train Loss:0.0015665, Val MRR:0.27839, testrun_0a28e459
2023-04-29 07:37:14,323 - testrun_0a28e459 - [INFO] - [Epoch:48]: Training Loss:0.001564
2023-04-29 07:37:14,604 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 07:37:48,511 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 07:38:01,089 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 07:38:43,322 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 07:38:58,650 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 48 valid]:
MRR: Tail : 0.37934, Head : 0.17833, Avg : 0.27883
2023-04-29 07:38:59,701 - testrun_0a28e459 - [INFO] - [Epoch 48]: Training Loss: 0.0015643, Valid MRR: 0.27883,
2023-04-29 07:39:00,844 - testrun_0a28e459 - [INFO] - [E:49| 0]: Train Loss:0.0016549, Val MRR:0.27883, testrun_0a28e459
2023-04-29 07:40:41,143 - testrun_0a28e459 - [INFO] - [E:49| 100]: Train Loss:0.0015667, Val MRR:0.27883, testrun_0a28e459
2023-04-29 07:42:21,278 - testrun_0a28e459 - [INFO] - [E:49| 200]: Train Loss:0.0015555, Val MRR:0.27883, testrun_0a28e459
2023-04-29 07:44:01,250 - testrun_0a28e459 - [INFO] - [E:49| 300]: Train Loss:0.0015598, Val MRR:0.27883, testrun_0a28e459
2023-04-29 07:45:41,311 - testrun_0a28e459 - [INFO] - [E:49| 400]: Train Loss:0.0015711, Val MRR:0.27883, testrun_0a28e459
2023-04-29 07:47:21,382 - testrun_0a28e459 - [INFO] - [E:49| 500]: Train Loss:0.0015637, Val MRR:0.27883, testrun_0a28e459
2023-04-29 07:49:00,756 - testrun_0a28e459 - [INFO] - [E:49| 600]: Train Loss:0.0015638, Val MRR:0.27883, testrun_0a28e459
2023-04-29 07:50:40,713 - testrun_0a28e459 - [INFO] - [E:49| 700]: Train Loss:0.0015574, Val MRR:0.27883, testrun_0a28e459
2023-04-29 07:52:16,430 - testrun_0a28e459 - [INFO] - [E:49| 800]: Train Loss:0.0015612, Val MRR:0.27883, testrun_0a28e459
2023-04-29 07:53:55,814 - testrun_0a28e459 - [INFO] - [E:49| 900]: Train Loss:0.0015615, Val MRR:0.27883, testrun_0a28e459
2023-04-29 07:55:25,414 - testrun_0a28e459 - [INFO] - [E:49| 1000]: Train Loss:0.0015617, Val MRR:0.27883, testrun_0a28e459
2023-04-29 07:57:05,318 - testrun_0a28e459 - [INFO] - [E:49| 1100]: Train Loss:0.0015593, Val MRR:0.27883, testrun_0a28e459
2023-04-29 07:58:13,862 - testrun_0a28e459 - [INFO] - [Epoch:49]: Training Loss:0.001558
2023-04-29 07:58:14,284 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 07:58:48,471 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 07:59:01,216 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 07:59:43,464 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 07:59:58,579 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 49 valid]:
MRR: Tail : 0.38175, Head : 0.17898, Avg : 0.28036
MR: Tail : 191.98, Head : 411.04, Avg : 301.51
Hit-1: Tail : 0.29575, Head : 0.11229, Avg : 0.20402
Hit-3: Tail : 0.41756, Head : 0.19356, Avg : 0.30556
Hit-10: Tail : 0.54822, Head : 0.31229, Avg : 0.43025
2023-04-29 07:59:59,648 - testrun_0a28e459 - [INFO] - [Epoch 49]: Training Loss: 0.0015579, Valid MRR: 0.28036,
2023-04-29 08:00:00,506 - testrun_0a28e459 - [INFO] - [E:50| 0]: Train Loss:0.0014749, Val MRR:0.28036, testrun_0a28e459
2023-04-29 08:01:40,043 - testrun_0a28e459 - [INFO] - [E:50| 100]: Train Loss:0.0015239, Val MRR:0.28036, testrun_0a28e459
2023-04-29 08:03:19,880 - testrun_0a28e459 - [INFO] - [E:50| 200]: Train Loss:0.0015308, Val MRR:0.28036, testrun_0a28e459
2023-04-29 08:04:59,897 - testrun_0a28e459 - [INFO] - [E:50| 300]: Train Loss:0.0015285, Val MRR:0.28036, testrun_0a28e459
2023-04-29 08:06:38,756 - testrun_0a28e459 - [INFO] - [E:50| 400]: Train Loss:0.0015258, Val MRR:0.28036, testrun_0a28e459
2023-04-29 08:08:15,140 - testrun_0a28e459 - [INFO] - [E:50| 500]: Train Loss:0.0015422, Val MRR:0.28036, testrun_0a28e459
2023-04-29 08:09:55,308 - testrun_0a28e459 - [INFO] - [E:50| 600]: Train Loss:0.0015499, Val MRR:0.28036, testrun_0a28e459
2023-04-29 08:11:35,329 - testrun_0a28e459 - [INFO] - [E:50| 700]: Train Loss:0.0015459, Val MRR:0.28036, testrun_0a28e459
2023-04-29 08:13:15,273 - testrun_0a28e459 - [INFO] - [E:50| 800]: Train Loss:0.0015519, Val MRR:0.28036, testrun_0a28e459
2023-04-29 08:14:55,256 - testrun_0a28e459 - [INFO] - [E:50| 900]: Train Loss:0.0015516, Val MRR:0.28036, testrun_0a28e459
2023-04-29 08:16:34,732 - testrun_0a28e459 - [INFO] - [E:50| 1000]: Train Loss:0.0015545, Val MRR:0.28036, testrun_0a28e459
2023-04-29 08:18:14,423 - testrun_0a28e459 - [INFO] - [E:50| 1100]: Train Loss:0.0015534, Val MRR:0.28036, testrun_0a28e459
2023-04-29 08:19:12,923 - testrun_0a28e459 - [INFO] - [Epoch:50]: Training Loss:0.001553
2023-04-29 08:19:13,146 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 08:19:46,029 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 08:19:58,962 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 08:20:40,741 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 08:20:55,933 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 50 valid]:
MRR: Tail : 0.38265, Head : 0.18065, Avg : 0.28165
2023-04-29 08:20:57,001 - testrun_0a28e459 - [INFO] - [Epoch 50]: Training Loss: 0.0015529, Valid MRR: 0.28165,
2023-04-29 08:20:57,910 - testrun_0a28e459 - [INFO] - [E:51| 0]: Train Loss:0.001818, Val MRR:0.28165, testrun_0a28e459
2023-04-29 08:22:33,583 - testrun_0a28e459 - [INFO] - [E:51| 100]: Train Loss:0.0016074, Val MRR:0.28165, testrun_0a28e459
2023-04-29 08:24:13,404 - testrun_0a28e459 - [INFO] - [E:51| 200]: Train Loss:0.0015832, Val MRR:0.28165, testrun_0a28e459
2023-04-29 08:25:53,627 - testrun_0a28e459 - [INFO] - [E:51| 300]: Train Loss:0.0015724, Val MRR:0.28165, testrun_0a28e459
2023-04-29 08:27:33,614 - testrun_0a28e459 - [INFO] - [E:51| 400]: Train Loss:0.0015616, Val MRR:0.28165, testrun_0a28e459
2023-04-29 08:29:13,473 - testrun_0a28e459 - [INFO] - [E:51| 500]: Train Loss:0.001556, Val MRR:0.28165, testrun_0a28e459
2023-04-29 08:30:53,325 - testrun_0a28e459 - [INFO] - [E:51| 600]: Train Loss:0.001551, Val MRR:0.28165, testrun_0a28e459
2023-04-29 08:32:33,142 - testrun_0a28e459 - [INFO] - [E:51| 700]: Train Loss:0.0015522, Val MRR:0.28165, testrun_0a28e459
2023-04-29 08:34:13,410 - testrun_0a28e459 - [INFO] - [E:51| 800]: Train Loss:0.0015514, Val MRR:0.28165, testrun_0a28e459
2023-04-29 08:35:53,697 - testrun_0a28e459 - [INFO] - [E:51| 900]: Train Loss:0.0015509, Val MRR:0.28165, testrun_0a28e459
2023-04-29 08:37:28,844 - testrun_0a28e459 - [INFO] - [E:51| 1000]: Train Loss:0.0015486, Val MRR:0.28165, testrun_0a28e459
2023-04-29 08:39:08,456 - testrun_0a28e459 - [INFO] - [E:51| 1100]: Train Loss:0.0015525, Val MRR:0.28165, testrun_0a28e459
2023-04-29 08:40:16,570 - testrun_0a28e459 - [INFO] - [Epoch:51]: Training Loss:0.001549
2023-04-29 08:40:17,042 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 08:40:50,966 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 08:41:03,476 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 08:41:45,444 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 08:42:00,793 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 51 valid]:
MRR: Tail : 0.38322, Head : 0.18257, Avg : 0.28289
2023-04-29 08:42:01,848 - testrun_0a28e459 - [INFO] - [Epoch 51]: Training Loss: 0.0015489, Valid MRR: 0.28289,
2023-04-29 08:42:02,901 - testrun_0a28e459 - [INFO] - [E:52| 0]: Train Loss:0.0015705, Val MRR:0.28289, testrun_0a28e459
2023-04-29 08:43:42,588 - testrun_0a28e459 - [INFO] - [E:52| 100]: Train Loss:0.0015331, Val MRR:0.28289, testrun_0a28e459
2023-04-29 08:45:11,806 - testrun_0a28e459 - [INFO] - [E:52| 200]: Train Loss:0.0015339, Val MRR:0.28289, testrun_0a28e459
2023-04-29 08:46:51,340 - testrun_0a28e459 - [INFO] - [E:52| 300]: Train Loss:0.0015232, Val MRR:0.28289, testrun_0a28e459
2023-04-29 08:48:31,293 - testrun_0a28e459 - [INFO] - [E:52| 400]: Train Loss:0.0015406, Val MRR:0.28289, testrun_0a28e459
2023-04-29 08:50:11,030 - testrun_0a28e459 - [INFO] - [E:52| 500]: Train Loss:0.0015413, Val MRR:0.28289, testrun_0a28e459
2023-04-29 08:51:49,426 - testrun_0a28e459 - [INFO] - [E:52| 600]: Train Loss:0.0015412, Val MRR:0.28289, testrun_0a28e459
2023-04-29 08:53:26,060 - testrun_0a28e459 - [INFO] - [E:52| 700]: Train Loss:0.0015384, Val MRR:0.28289, testrun_0a28e459
2023-04-29 08:55:06,211 - testrun_0a28e459 - [INFO] - [E:52| 800]: Train Loss:0.0015417, Val MRR:0.28289, testrun_0a28e459
2023-04-29 08:56:46,374 - testrun_0a28e459 - [INFO] - [E:52| 900]: Train Loss:0.0015405, Val MRR:0.28289, testrun_0a28e459
2023-04-29 08:58:26,995 - testrun_0a28e459 - [INFO] - [E:52| 1000]: Train Loss:0.0015424, Val MRR:0.28289, testrun_0a28e459
2023-04-29 09:00:06,475 - testrun_0a28e459 - [INFO] - [E:52| 1100]: Train Loss:0.0015459, Val MRR:0.28289, testrun_0a28e459
2023-04-29 09:01:14,820 - testrun_0a28e459 - [INFO] - [Epoch:52]: Training Loss:0.001545
2023-04-29 09:01:15,203 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 09:01:49,057 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 09:02:01,804 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 09:02:44,862 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 09:03:00,330 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 52 valid]:
MRR: Tail : 0.3849, Head : 0.18437, Avg : 0.28464
2023-04-29 09:03:01,381 - testrun_0a28e459 - [INFO] - [Epoch 52]: Training Loss: 0.0015453, Valid MRR: 0.28464,
2023-04-29 09:03:02,665 - testrun_0a28e459 - [INFO] - [E:53| 0]: Train Loss:0.0015276, Val MRR:0.28464, testrun_0a28e459
2023-04-29 09:04:42,543 - testrun_0a28e459 - [INFO] - [E:53| 100]: Train Loss:0.0015247, Val MRR:0.28464, testrun_0a28e459
2023-04-29 09:06:22,398 - testrun_0a28e459 - [INFO] - [E:53| 200]: Train Loss:0.001531, Val MRR:0.28464, testrun_0a28e459
2023-04-29 09:07:57,961 - testrun_0a28e459 - [INFO] - [E:53| 300]: Train Loss:0.0015378, Val MRR:0.28464, testrun_0a28e459
2023-04-29 09:09:27,320 - testrun_0a28e459 - [INFO] - [E:53| 400]: Train Loss:0.001538, Val MRR:0.28464, testrun_0a28e459
2023-04-29 09:11:07,163 - testrun_0a28e459 - [INFO] - [E:53| 500]: Train Loss:0.0015437, Val MRR:0.28464, testrun_0a28e459
2023-04-29 09:12:47,366 - testrun_0a28e459 - [INFO] - [E:53| 600]: Train Loss:0.0015434, Val MRR:0.28464, testrun_0a28e459
2023-04-29 09:14:26,657 - testrun_0a28e459 - [INFO] - [E:53| 700]: Train Loss:0.0015407, Val MRR:0.28464, testrun_0a28e459
2023-04-29 09:16:06,683 - testrun_0a28e459 - [INFO] - [E:53| 800]: Train Loss:0.0015419, Val MRR:0.28464, testrun_0a28e459
2023-04-29 09:17:46,494 - testrun_0a28e459 - [INFO] - [E:53| 900]: Train Loss:0.0015402, Val MRR:0.28464, testrun_0a28e459
2023-04-29 09:19:02,776 - testrun_0a28e459 - [INFO] - [E:53| 1000]: Train Loss:0.00154, Val MRR:0.28464, testrun_0a28e459
2023-04-29 09:20:11,820 - testrun_0a28e459 - [INFO] - [E:53| 1100]: Train Loss:0.0015393, Val MRR:0.28464, testrun_0a28e459
2023-04-29 09:21:11,980 - testrun_0a28e459 - [INFO] - [Epoch:53]: Training Loss:0.00154
2023-04-29 09:21:12,204 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 09:21:41,046 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 09:21:54,361 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 09:22:43,917 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 09:23:03,194 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 53 valid]:
MRR: Tail : 0.3856, Head : 0.18439, Avg : 0.28499
2023-04-29 09:23:05,937 - testrun_0a28e459 - [INFO] - [Epoch 53]: Training Loss: 0.0015403, Valid MRR: 0.28499,
2023-04-29 09:23:07,449 - testrun_0a28e459 - [INFO] - [E:54| 0]: Train Loss:0.0020097, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:24:43,996 - testrun_0a28e459 - [INFO] - [E:54| 100]: Train Loss:0.0014879, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:25:53,112 - testrun_0a28e459 - [INFO] - [E:54| 200]: Train Loss:0.0015179, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:27:24,314 - testrun_0a28e459 - [INFO] - [E:54| 300]: Train Loss:0.00153, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:29:05,542 - testrun_0a28e459 - [INFO] - [E:54| 400]: Train Loss:0.0015237, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:30:46,431 - testrun_0a28e459 - [INFO] - [E:54| 500]: Train Loss:0.0015196, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:32:26,571 - testrun_0a28e459 - [INFO] - [E:54| 600]: Train Loss:0.0015231, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:34:07,957 - testrun_0a28e459 - [INFO] - [E:54| 700]: Train Loss:0.0015273, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:35:49,249 - testrun_0a28e459 - [INFO] - [E:54| 800]: Train Loss:0.0015314, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:37:30,656 - testrun_0a28e459 - [INFO] - [E:54| 900]: Train Loss:0.001528, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:39:11,862 - testrun_0a28e459 - [INFO] - [E:54| 1000]: Train Loss:0.001527, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:40:52,954 - testrun_0a28e459 - [INFO] - [E:54| 1100]: Train Loss:0.0015297, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:41:57,406 - testrun_0a28e459 - [INFO] - [Epoch:54]: Training Loss:0.001535
2023-04-29 09:41:57,730 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 09:42:33,215 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 09:42:46,287 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 09:43:16,897 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 09:43:27,005 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 54 valid]:
MRR: Tail : 0.38494, Head : 0.18362, Avg : 0.28428
2023-04-29 09:43:27,005 - testrun_0a28e459 - [INFO] - [Epoch 54]: Training Loss: 0.0015347, Valid MRR: 0.28499,
2023-04-29 09:43:28,036 - testrun_0a28e459 - [INFO] - [E:55| 0]: Train Loss:0.0015559, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:45:09,050 - testrun_0a28e459 - [INFO] - [E:55| 100]: Train Loss:0.0015698, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:46:49,750 - testrun_0a28e459 - [INFO] - [E:55| 200]: Train Loss:0.0015344, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:48:31,021 - testrun_0a28e459 - [INFO] - [E:55| 300]: Train Loss:0.0015312, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:50:11,892 - testrun_0a28e459 - [INFO] - [E:55| 400]: Train Loss:0.001525, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:51:52,762 - testrun_0a28e459 - [INFO] - [E:55| 500]: Train Loss:0.0015279, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:53:34,009 - testrun_0a28e459 - [INFO] - [E:55| 600]: Train Loss:0.0015336, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:55:14,341 - testrun_0a28e459 - [INFO] - [E:55| 700]: Train Loss:0.0015358, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:56:50,695 - testrun_0a28e459 - [INFO] - [E:55| 800]: Train Loss:0.0015331, Val MRR:0.28499, testrun_0a28e459
2023-04-29 09:58:31,584 - testrun_0a28e459 - [INFO] - [E:55| 900]: Train Loss:0.0015325, Val MRR:0.28499, testrun_0a28e459
2023-04-29 10:00:11,355 - testrun_0a28e459 - [INFO] - [E:55| 1000]: Train Loss:0.0015328, Val MRR:0.28499, testrun_0a28e459
2023-04-29 10:01:41,759 - testrun_0a28e459 - [INFO] - [E:55| 1100]: Train Loss:0.0015299, Val MRR:0.28499, testrun_0a28e459
2023-04-29 10:02:51,109 - testrun_0a28e459 - [INFO] - [Epoch:55]: Training Loss:0.00153
2023-04-29 10:02:51,554 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 10:03:26,130 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 10:03:39,358 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 10:04:23,229 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 10:04:38,601 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 55 valid]:
MRR: Tail : 0.38855, Head : 0.18607, Avg : 0.28731
2023-04-29 10:04:39,683 - testrun_0a28e459 - [INFO] - [Epoch 55]: Training Loss: 0.0015301, Valid MRR: 0.28731,
2023-04-29 10:04:40,777 - testrun_0a28e459 - [INFO] - [E:56| 0]: Train Loss:0.0013907, Val MRR:0.28731, testrun_0a28e459
2023-04-29 10:06:22,870 - testrun_0a28e459 - [INFO] - [E:56| 100]: Train Loss:0.0015164, Val MRR:0.28731, testrun_0a28e459
2023-04-29 10:08:04,121 - testrun_0a28e459 - [INFO] - [E:56| 200]: Train Loss:0.0015128, Val MRR:0.28731, testrun_0a28e459
2023-04-29 10:09:45,498 - testrun_0a28e459 - [INFO] - [E:56| 300]: Train Loss:0.0015056, Val MRR:0.28731, testrun_0a28e459
2023-04-29 10:11:27,027 - testrun_0a28e459 - [INFO] - [E:56| 400]: Train Loss:0.0015057, Val MRR:0.28731, testrun_0a28e459
2023-04-29 10:13:03,345 - testrun_0a28e459 - [INFO] - [E:56| 500]: Train Loss:0.0015028, Val MRR:0.28731, testrun_0a28e459
2023-04-29 10:14:44,285 - testrun_0a28e459 - [INFO] - [E:56| 600]: Train Loss:0.0015026, Val MRR:0.28731, testrun_0a28e459
2023-04-29 10:16:25,203 - testrun_0a28e459 - [INFO] - [E:56| 700]: Train Loss:0.0015128, Val MRR:0.28731, testrun_0a28e459
2023-04-29 10:17:53,829 - testrun_0a28e459 - [INFO] - [E:56| 800]: Train Loss:0.001517, Val MRR:0.28731, testrun_0a28e459
2023-04-29 10:19:35,324 - testrun_0a28e459 - [INFO] - [E:56| 900]: Train Loss:0.0015198, Val MRR:0.28731, testrun_0a28e459
2023-04-29 10:21:16,415 - testrun_0a28e459 - [INFO] - [E:56| 1000]: Train Loss:0.0015205, Val MRR:0.28731, testrun_0a28e459
2023-04-29 10:22:56,944 - testrun_0a28e459 - [INFO] - [E:56| 1100]: Train Loss:0.0015223, Val MRR:0.28731, testrun_0a28e459
2023-04-29 10:24:06,837 - testrun_0a28e459 - [INFO] - [Epoch:56]: Training Loss:0.001524
2023-04-29 10:24:07,223 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 10:24:42,195 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 10:24:55,481 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 10:25:39,618 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 10:25:54,870 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 56 valid]:
MRR: Tail : 0.38916, Head : 0.18789, Avg : 0.28853
2023-04-29 10:25:55,941 - testrun_0a28e459 - [INFO] - [Epoch 56]: Training Loss: 0.0015244, Valid MRR: 0.28853,
2023-04-29 10:25:57,215 - testrun_0a28e459 - [INFO] - [E:57| 0]: Train Loss:0.001308, Val MRR:0.28853, testrun_0a28e459
2023-04-29 10:27:34,077 - testrun_0a28e459 - [INFO] - [E:57| 100]: Train Loss:0.0015598, Val MRR:0.28853, testrun_0a28e459
2023-04-29 10:29:14,611 - testrun_0a28e459 - [INFO] - [E:57| 200]: Train Loss:0.0015377, Val MRR:0.28853, testrun_0a28e459
2023-04-29 10:30:54,906 - testrun_0a28e459 - [INFO] - [E:57| 300]: Train Loss:0.0015216, Val MRR:0.28853, testrun_0a28e459
2023-04-29 10:32:36,457 - testrun_0a28e459 - [INFO] - [E:57| 400]: Train Loss:0.0015184, Val MRR:0.28853, testrun_0a28e459
2023-04-29 10:34:17,378 - testrun_0a28e459 - [INFO] - [E:57| 500]: Train Loss:0.0015211, Val MRR:0.28853, testrun_0a28e459
2023-04-29 10:35:46,865 - testrun_0a28e459 - [INFO] - [E:57| 600]: Train Loss:0.0015256, Val MRR:0.28853, testrun_0a28e459
2023-04-29 10:37:27,859 - testrun_0a28e459 - [INFO] - [E:57| 700]: Train Loss:0.001523, Val MRR:0.28853, testrun_0a28e459
2023-04-29 10:39:08,938 - testrun_0a28e459 - [INFO] - [E:57| 800]: Train Loss:0.0015197, Val MRR:0.28853, testrun_0a28e459
2023-04-29 10:40:50,224 - testrun_0a28e459 - [INFO] - [E:57| 900]: Train Loss:0.0015228, Val MRR:0.28853, testrun_0a28e459
2023-04-29 10:42:31,182 - testrun_0a28e459 - [INFO] - [E:57| 1000]: Train Loss:0.0015211, Val MRR:0.28853, testrun_0a28e459
2023-04-29 10:44:07,549 - testrun_0a28e459 - [INFO] - [E:57| 1100]: Train Loss:0.0015196, Val MRR:0.28853, testrun_0a28e459
2023-04-29 10:45:16,915 - testrun_0a28e459 - [INFO] - [Epoch:57]: Training Loss:0.00152
2023-04-29 10:45:17,197 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 10:45:52,560 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 10:46:05,585 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 10:46:49,602 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 10:47:05,634 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 57 valid]:
MRR: Tail : 0.39095, Head : 0.18818, Avg : 0.28956
2023-04-29 10:47:06,708 - testrun_0a28e459 - [INFO] - [Epoch 57]: Training Loss: 0.0015201, Valid MRR: 0.28956,
2023-04-29 10:47:07,909 - testrun_0a28e459 - [INFO] - [E:58| 0]: Train Loss:0.0013952, Val MRR:0.28956, testrun_0a28e459
2023-04-29 10:48:49,609 - testrun_0a28e459 - [INFO] - [E:58| 100]: Train Loss:0.001518, Val MRR:0.28956, testrun_0a28e459
2023-04-29 10:50:30,107 - testrun_0a28e459 - [INFO] - [E:58| 200]: Train Loss:0.0015058, Val MRR:0.28956, testrun_0a28e459
2023-04-29 10:51:58,975 - testrun_0a28e459 - [INFO] - [E:58| 300]: Train Loss:0.0014947, Val MRR:0.28956, testrun_0a28e459
2023-04-29 10:53:40,420 - testrun_0a28e459 - [INFO] - [E:58| 400]: Train Loss:0.0014978, Val MRR:0.28956, testrun_0a28e459
2023-04-29 10:55:21,883 - testrun_0a28e459 - [INFO] - [E:58| 500]: Train Loss:0.0015044, Val MRR:0.28956, testrun_0a28e459
2023-04-29 10:57:02,362 - testrun_0a28e459 - [INFO] - [E:58| 600]: Train Loss:0.0015085, Val MRR:0.28956, testrun_0a28e459
2023-04-29 10:58:39,202 - testrun_0a28e459 - [INFO] - [E:58| 700]: Train Loss:0.0015115, Val MRR:0.28956, testrun_0a28e459
2023-04-29 11:00:20,061 - testrun_0a28e459 - [INFO] - [E:58| 800]: Train Loss:0.0015131, Val MRR:0.28956, testrun_0a28e459
2023-04-29 11:02:01,139 - testrun_0a28e459 - [INFO] - [E:58| 900]: Train Loss:0.0015104, Val MRR:0.28956, testrun_0a28e459
2023-04-29 11:03:42,185 - testrun_0a28e459 - [INFO] - [E:58| 1000]: Train Loss:0.0015116, Val MRR:0.28956, testrun_0a28e459
2023-04-29 11:05:23,737 - testrun_0a28e459 - [INFO] - [E:58| 1100]: Train Loss:0.0015107, Val MRR:0.28956, testrun_0a28e459
2023-04-29 11:06:33,431 - testrun_0a28e459 - [INFO] - [Epoch:58]: Training Loss:0.001515
2023-04-29 11:06:33,698 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 11:07:09,192 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 11:07:22,065 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 11:08:06,521 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 11:08:22,467 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 58 valid]:
MRR: Tail : 0.39039, Head : 0.18943, Avg : 0.28991
2023-04-29 11:08:23,607 - testrun_0a28e459 - [INFO] - [Epoch 58]: Training Loss: 0.0015153, Valid MRR: 0.28991,
2023-04-29 11:08:24,424 - testrun_0a28e459 - [INFO] - [E:59| 0]: Train Loss:0.0013207, Val MRR:0.28991, testrun_0a28e459
2023-04-29 11:09:53,711 - testrun_0a28e459 - [INFO] - [E:59| 100]: Train Loss:0.0015268, Val MRR:0.28991, testrun_0a28e459
2023-04-29 11:11:34,768 - testrun_0a28e459 - [INFO] - [E:59| 200]: Train Loss:0.0015053, Val MRR:0.28991, testrun_0a28e459
2023-04-29 11:13:16,164 - testrun_0a28e459 - [INFO] - [E:59| 300]: Train Loss:0.0015067, Val MRR:0.28991, testrun_0a28e459
2023-04-29 11:14:52,323 - testrun_0a28e459 - [INFO] - [E:59| 400]: Train Loss:0.0015013, Val MRR:0.28991, testrun_0a28e459
2023-04-29 11:16:33,533 - testrun_0a28e459 - [INFO] - [E:59| 500]: Train Loss:0.0015071, Val MRR:0.28991, testrun_0a28e459
2023-04-29 11:18:14,325 - testrun_0a28e459 - [INFO] - [E:59| 600]: Train Loss:0.0015108, Val MRR:0.28991, testrun_0a28e459
2023-04-29 11:19:55,190 - testrun_0a28e459 - [INFO] - [E:59| 700]: Train Loss:0.0015081, Val MRR:0.28991, testrun_0a28e459
2023-04-29 11:21:36,868 - testrun_0a28e459 - [INFO] - [E:59| 800]: Train Loss:0.0015139, Val MRR:0.28991, testrun_0a28e459
2023-04-29 11:23:17,959 - testrun_0a28e459 - [INFO] - [E:59| 900]: Train Loss:0.0015164, Val MRR:0.28991, testrun_0a28e459
2023-04-29 11:24:59,272 - testrun_0a28e459 - [INFO] - [E:59| 1000]: Train Loss:0.0015152, Val MRR:0.28991, testrun_0a28e459
2023-04-29 11:26:28,339 - testrun_0a28e459 - [INFO] - [E:59| 1100]: Train Loss:0.001513, Val MRR:0.28991, testrun_0a28e459
2023-04-29 11:27:37,424 - testrun_0a28e459 - [INFO] - [Epoch:59]: Training Loss:0.001515
2023-04-29 11:27:37,745 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 11:28:13,724 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 11:28:26,836 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 11:29:08,683 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 11:29:19,298 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 59 valid]:
MRR: Tail : 0.39309, Head : 0.18877, Avg : 0.29093
MR: Tail : 179.03, Head : 396.46, Avg : 287.74
Hit-1: Tail : 0.30585, Head : 0.11948, Avg : 0.21266
Hit-3: Tail : 0.43131, Head : 0.20536, Avg : 0.31833
Hit-10: Tail : 0.56219, Head : 0.32769, Avg : 0.44494
2023-04-29 11:29:21,434 - testrun_0a28e459 - [INFO] - [Epoch 59]: Training Loss: 0.0015148, Valid MRR: 0.29093,
2023-04-29 11:29:22,316 - testrun_0a28e459 - [INFO] - [E:60| 0]: Train Loss:0.0013751, Val MRR:0.29093, testrun_0a28e459
2023-04-29 11:31:03,872 - testrun_0a28e459 - [INFO] - [E:60| 100]: Train Loss:0.0015119, Val MRR:0.29093, testrun_0a28e459
2023-04-29 11:32:45,111 - testrun_0a28e459 - [INFO] - [E:60| 200]: Train Loss:0.0015151, Val MRR:0.29093, testrun_0a28e459
2023-04-29 11:34:25,716 - testrun_0a28e459 - [INFO] - [E:60| 300]: Train Loss:0.0015138, Val MRR:0.29093, testrun_0a28e459
2023-04-29 11:36:06,796 - testrun_0a28e459 - [INFO] - [E:60| 400]: Train Loss:0.0015045, Val MRR:0.29093, testrun_0a28e459
2023-04-29 11:37:48,115 - testrun_0a28e459 - [INFO] - [E:60| 500]: Train Loss:0.0015126, Val MRR:0.29093, testrun_0a28e459
2023-04-29 11:39:29,383 - testrun_0a28e459 - [INFO] - [E:60| 600]: Train Loss:0.0015108, Val MRR:0.29093, testrun_0a28e459
2023-04-29 11:41:10,280 - testrun_0a28e459 - [INFO] - [E:60| 700]: Train Loss:0.0015093, Val MRR:0.29093, testrun_0a28e459
2023-04-29 11:42:48,168 - testrun_0a28e459 - [INFO] - [E:60| 800]: Train Loss:0.0015074, Val MRR:0.29093, testrun_0a28e459
2023-04-29 11:44:19,708 - testrun_0a28e459 - [INFO] - [E:60| 900]: Train Loss:0.0015087, Val MRR:0.29093, testrun_0a28e459
2023-04-29 11:45:55,667 - testrun_0a28e459 - [INFO] - [E:60| 1000]: Train Loss:0.0015059, Val MRR:0.29093, testrun_0a28e459
2023-04-29 11:47:36,137 - testrun_0a28e459 - [INFO] - [E:60| 1100]: Train Loss:0.0015069, Val MRR:0.29093, testrun_0a28e459
2023-04-29 11:48:45,650 - testrun_0a28e459 - [INFO] - [Epoch:60]: Training Loss:0.001508
2023-04-29 11:48:45,915 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 11:49:21,536 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 11:49:34,457 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 11:50:18,641 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 11:50:33,531 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 60 valid]:
MRR: Tail : 0.39584, Head : 0.19169, Avg : 0.29377
2023-04-29 11:50:34,610 - testrun_0a28e459 - [INFO] - [Epoch 60]: Training Loss: 0.0015078, Valid MRR: 0.29377,
2023-04-29 11:50:35,905 - testrun_0a28e459 - [INFO] - [E:61| 0]: Train Loss:0.0015847, Val MRR:0.29377, testrun_0a28e459
2023-04-29 11:52:17,560 - testrun_0a28e459 - [INFO] - [E:61| 100]: Train Loss:0.0015121, Val MRR:0.29377, testrun_0a28e459
2023-04-29 11:53:58,119 - testrun_0a28e459 - [INFO] - [E:61| 200]: Train Loss:0.0014865, Val MRR:0.29377, testrun_0a28e459
2023-04-29 11:55:39,664 - testrun_0a28e459 - [INFO] - [E:61| 300]: Train Loss:0.00149, Val MRR:0.29377, testrun_0a28e459
2023-04-29 11:57:21,366 - testrun_0a28e459 - [INFO] - [E:61| 400]: Train Loss:0.0014942, Val MRR:0.29377, testrun_0a28e459
2023-04-29 11:59:02,383 - testrun_0a28e459 - [INFO] - [E:61| 500]: Train Loss:0.001502, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:00:27,001 - testrun_0a28e459 - [INFO] - [E:61| 600]: Train Loss:0.0015025, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:02:08,104 - testrun_0a28e459 - [INFO] - [E:61| 700]: Train Loss:0.0014981, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:03:48,785 - testrun_0a28e459 - [INFO] - [E:61| 800]: Train Loss:0.0014978, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:05:29,880 - testrun_0a28e459 - [INFO] - [E:61| 900]: Train Loss:0.0014986, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:07:10,929 - testrun_0a28e459 - [INFO] - [E:61| 1000]: Train Loss:0.0014969, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:08:51,962 - testrun_0a28e459 - [INFO] - [E:61| 1100]: Train Loss:0.0014971, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:10:01,530 - testrun_0a28e459 - [INFO] - [Epoch:61]: Training Loss:0.001501
2023-04-29 12:10:02,009 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 12:10:35,998 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 12:10:49,311 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 12:11:32,993 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 12:11:49,202 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 61 valid]:
MRR: Tail : 0.3945, Head : 0.19194, Avg : 0.29322
2023-04-29 12:11:49,202 - testrun_0a28e459 - [INFO] - [Epoch 61]: Training Loss: 0.0015015, Valid MRR: 0.29377,
2023-04-29 12:11:50,295 - testrun_0a28e459 - [INFO] - [E:62| 0]: Train Loss:0.0014615, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:13:31,151 - testrun_0a28e459 - [INFO] - [E:62| 100]: Train Loss:0.0015026, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:15:07,464 - testrun_0a28e459 - [INFO] - [E:62| 200]: Train Loss:0.0015091, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:16:48,695 - testrun_0a28e459 - [INFO] - [E:62| 300]: Train Loss:0.0015097, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:18:18,189 - testrun_0a28e459 - [INFO] - [E:62| 400]: Train Loss:0.0015016, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:19:58,733 - testrun_0a28e459 - [INFO] - [E:62| 500]: Train Loss:0.0014936, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:21:40,229 - testrun_0a28e459 - [INFO] - [E:62| 600]: Train Loss:0.0014981, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:23:21,085 - testrun_0a28e459 - [INFO] - [E:62| 700]: Train Loss:0.0014979, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:25:02,101 - testrun_0a28e459 - [INFO] - [E:62| 800]: Train Loss:0.0015008, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:26:42,486 - testrun_0a28e459 - [INFO] - [E:62| 900]: Train Loss:0.0014986, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:28:23,649 - testrun_0a28e459 - [INFO] - [E:62| 1000]: Train Loss:0.0015003, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:30:04,832 - testrun_0a28e459 - [INFO] - [E:62| 1100]: Train Loss:0.0014974, Val MRR:0.29377, testrun_0a28e459
2023-04-29 12:31:09,663 - testrun_0a28e459 - [INFO] - [Epoch:62]: Training Loss:0.0015
2023-04-29 12:31:10,085 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 12:31:45,346 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 12:31:57,701 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 12:32:41,462 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 12:32:57,539 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 62 valid]:
MRR: Tail : 0.39644, Head : 0.19148, Avg : 0.29396
2023-04-29 12:32:58,610 - testrun_0a28e459 - [INFO] - [Epoch 62]: Training Loss: 0.0015002, Valid MRR: 0.29396,
2023-04-29 12:32:59,703 - testrun_0a28e459 - [INFO] - [E:63| 0]: Train Loss:0.0013958, Val MRR:0.29396, testrun_0a28e459
2023-04-29 12:34:29,067 - testrun_0a28e459 - [INFO] - [E:63| 100]: Train Loss:0.0014839, Val MRR:0.29396, testrun_0a28e459
2023-04-29 12:36:09,631 - testrun_0a28e459 - [INFO] - [E:63| 200]: Train Loss:0.0015046, Val MRR:0.29396, testrun_0a28e459
2023-04-29 12:37:51,399 - testrun_0a28e459 - [INFO] - [E:63| 300]: Train Loss:0.0015013, Val MRR:0.29396, testrun_0a28e459
2023-04-29 12:39:32,134 - testrun_0a28e459 - [INFO] - [E:63| 400]: Train Loss:0.0015016, Val MRR:0.29396, testrun_0a28e459
2023-04-29 12:41:12,918 - testrun_0a28e459 - [INFO] - [E:63| 500]: Train Loss:0.0014993, Val MRR:0.29396, testrun_0a28e459
2023-04-29 12:42:53,726 - testrun_0a28e459 - [INFO] - [E:63| 600]: Train Loss:0.0014951, Val MRR:0.29396, testrun_0a28e459
2023-04-29 12:44:35,780 - testrun_0a28e459 - [INFO] - [E:63| 700]: Train Loss:0.00149, Val MRR:0.29396, testrun_0a28e459
2023-04-29 12:46:12,133 - testrun_0a28e459 - [INFO] - [E:63| 800]: Train Loss:0.0014911, Val MRR:0.29396, testrun_0a28e459
2023-04-29 12:47:54,066 - testrun_0a28e459 - [INFO] - [E:63| 900]: Train Loss:0.0014915, Val MRR:0.29396, testrun_0a28e459
2023-04-29 12:49:34,769 - testrun_0a28e459 - [INFO] - [E:63| 1000]: Train Loss:0.0014912, Val MRR:0.29396, testrun_0a28e459
2023-04-29 12:51:14,309 - testrun_0a28e459 - [INFO] - [E:63| 1100]: Train Loss:0.0014948, Val MRR:0.29396, testrun_0a28e459
2023-04-29 12:52:12,493 - testrun_0a28e459 - [INFO] - [Epoch:63]: Training Loss:0.001496
2023-04-29 12:52:12,900 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 12:52:48,594 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 12:53:01,754 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 12:53:44,947 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 12:54:00,542 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 63 valid]:
MRR: Tail : 0.39821, Head : 0.19256, Avg : 0.29539
2023-04-29 12:54:01,626 - testrun_0a28e459 - [INFO] - [Epoch 63]: Training Loss: 0.001496, Valid MRR: 0.29539,
2023-04-29 12:54:02,459 - testrun_0a28e459 - [INFO] - [E:64| 0]: Train Loss:0.0017717, Val MRR:0.29539, testrun_0a28e459
2023-04-29 12:55:43,616 - testrun_0a28e459 - [INFO] - [E:64| 100]: Train Loss:0.0015088, Val MRR:0.29539, testrun_0a28e459
2023-04-29 12:57:24,766 - testrun_0a28e459 - [INFO] - [E:64| 200]: Train Loss:0.0015, Val MRR:0.29539, testrun_0a28e459
2023-04-29 12:59:06,155 - testrun_0a28e459 - [INFO] - [E:64| 300]: Train Loss:0.0014837, Val MRR:0.29539, testrun_0a28e459
2023-04-29 13:00:46,569 - testrun_0a28e459 - [INFO] - [E:64| 400]: Train Loss:0.0014844, Val MRR:0.29539, testrun_0a28e459
2023-04-29 13:02:23,133 - testrun_0a28e459 - [INFO] - [E:64| 500]: Train Loss:0.0014784, Val MRR:0.29539, testrun_0a28e459
2023-04-29 13:04:04,778 - testrun_0a28e459 - [INFO] - [E:64| 600]: Train Loss:0.0014824, Val MRR:0.29539, testrun_0a28e459
2023-04-29 13:05:45,760 - testrun_0a28e459 - [INFO] - [E:64| 700]: Train Loss:0.0014846, Val MRR:0.29539, testrun_0a28e459
2023-04-29 13:07:27,216 - testrun_0a28e459 - [INFO] - [E:64| 800]: Train Loss:0.0014871, Val MRR:0.29539, testrun_0a28e459
2023-04-29 13:08:56,571 - testrun_0a28e459 - [INFO] - [E:64| 900]: Train Loss:0.0014927, Val MRR:0.29539, testrun_0a28e459
2023-04-29 13:10:37,418 - testrun_0a28e459 - [INFO] - [E:64| 1000]: Train Loss:0.001491, Val MRR:0.29539, testrun_0a28e459
2023-04-29 13:12:18,864 - testrun_0a28e459 - [INFO] - [E:64| 1100]: Train Loss:0.0014936, Val MRR:0.29539, testrun_0a28e459
2023-04-29 13:13:28,247 - testrun_0a28e459 - [INFO] - [Epoch:64]: Training Loss:0.001492
2023-04-29 13:13:28,515 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 13:14:03,614 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 13:14:16,728 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 13:14:59,606 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 13:15:15,345 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 64 valid]:
MRR: Tail : 0.39935, Head : 0.1942, Avg : 0.29678
2023-04-29 13:15:16,428 - testrun_0a28e459 - [INFO] - [Epoch 64]: Training Loss: 0.0014917, Valid MRR: 0.29678,
2023-04-29 13:15:17,349 - testrun_0a28e459 - [INFO] - [E:65| 0]: Train Loss:0.0014845, Val MRR:0.29678, testrun_0a28e459
2023-04-29 13:16:53,939 - testrun_0a28e459 - [INFO] - [E:65| 100]: Train Loss:0.0014956, Val MRR:0.29678, testrun_0a28e459
2023-04-29 13:18:35,215 - testrun_0a28e459 - [INFO] - [E:65| 200]: Train Loss:0.0014789, Val MRR:0.29678, testrun_0a28e459
2023-04-29 13:20:15,324 - testrun_0a28e459 - [INFO] - [E:65| 300]: Train Loss:0.0014783, Val MRR:0.29678, testrun_0a28e459
2023-04-29 13:21:56,248 - testrun_0a28e459 - [INFO] - [E:65| 400]: Train Loss:0.0014704, Val MRR:0.29678, testrun_0a28e459
2023-04-29 13:23:37,494 - testrun_0a28e459 - [INFO] - [E:65| 500]: Train Loss:0.0014715, Val MRR:0.29678, testrun_0a28e459
2023-04-29 13:25:18,227 - testrun_0a28e459 - [INFO] - [E:65| 600]: Train Loss:0.0014692, Val MRR:0.29678, testrun_0a28e459
2023-04-29 13:26:46,709 - testrun_0a28e459 - [INFO] - [E:65| 700]: Train Loss:0.0014719, Val MRR:0.29678, testrun_0a28e459
2023-04-29 13:28:27,786 - testrun_0a28e459 - [INFO] - [E:65| 800]: Train Loss:0.0014823, Val MRR:0.29678, testrun_0a28e459
2023-04-29 13:30:08,562 - testrun_0a28e459 - [INFO] - [E:65| 900]: Train Loss:0.0014828, Val MRR:0.29678, testrun_0a28e459
2023-04-29 13:31:47,707 - testrun_0a28e459 - [INFO] - [E:65| 1000]: Train Loss:0.0014846, Val MRR:0.29678, testrun_0a28e459
2023-04-29 13:33:25,286 - testrun_0a28e459 - [INFO] - [E:65| 1100]: Train Loss:0.0014854, Val MRR:0.29678, testrun_0a28e459
2023-04-29 13:34:35,003 - testrun_0a28e459 - [INFO] - [Epoch:65]: Training Loss:0.001486
2023-04-29 13:34:35,520 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 13:35:09,996 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 13:35:23,382 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 13:36:07,499 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 13:36:22,861 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 65 valid]:
MRR: Tail : 0.39975, Head : 0.19468, Avg : 0.29722
2023-04-29 13:36:23,949 - testrun_0a28e459 - [INFO] - [Epoch 65]: Training Loss: 0.0014863, Valid MRR: 0.29722,
2023-04-29 13:36:25,148 - testrun_0a28e459 - [INFO] - [E:66| 0]: Train Loss:0.0013478, Val MRR:0.29722, testrun_0a28e459
2023-04-29 13:38:06,250 - testrun_0a28e459 - [INFO] - [E:66| 100]: Train Loss:0.0014647, Val MRR:0.29722, testrun_0a28e459
2023-04-29 13:39:47,959 - testrun_0a28e459 - [INFO] - [E:66| 200]: Train Loss:0.0014642, Val MRR:0.29722, testrun_0a28e459
2023-04-29 13:41:29,000 - testrun_0a28e459 - [INFO] - [E:66| 300]: Train Loss:0.0014729, Val MRR:0.29722, testrun_0a28e459
2023-04-29 13:42:58,658 - testrun_0a28e459 - [INFO] - [E:66| 400]: Train Loss:0.0014718, Val MRR:0.29722, testrun_0a28e459
2023-04-29 13:44:39,764 - testrun_0a28e459 - [INFO] - [E:66| 500]: Train Loss:0.0014771, Val MRR:0.29722, testrun_0a28e459
2023-04-29 13:46:20,590 - testrun_0a28e459 - [INFO] - [E:66| 600]: Train Loss:0.0014809, Val MRR:0.29722, testrun_0a28e459
2023-04-29 13:47:56,659 - testrun_0a28e459 - [INFO] - [E:66| 700]: Train Loss:0.0014801, Val MRR:0.29722, testrun_0a28e459
2023-04-29 13:49:37,087 - testrun_0a28e459 - [INFO] - [E:66| 800]: Train Loss:0.0014796, Val MRR:0.29722, testrun_0a28e459
2023-04-29 13:51:17,972 - testrun_0a28e459 - [INFO] - [E:66| 900]: Train Loss:0.0014797, Val MRR:0.29722, testrun_0a28e459
2023-04-29 13:52:58,723 - testrun_0a28e459 - [INFO] - [E:66| 1000]: Train Loss:0.0014847, Val MRR:0.29722, testrun_0a28e459
2023-04-29 13:54:40,056 - testrun_0a28e459 - [INFO] - [E:66| 1100]: Train Loss:0.0014837, Val MRR:0.29722, testrun_0a28e459
2023-04-29 13:55:48,757 - testrun_0a28e459 - [INFO] - [Epoch:66]: Training Loss:0.001484
2023-04-29 13:55:49,262 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 13:56:23,823 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 13:56:36,970 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 13:57:21,226 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 13:57:36,988 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 66 valid]:
MRR: Tail : 0.40196, Head : 0.19757, Avg : 0.29976
2023-04-29 13:57:38,068 - testrun_0a28e459 - [INFO] - [Epoch 66]: Training Loss: 0.0014837, Valid MRR: 0.29976,
2023-04-29 13:57:39,136 - testrun_0a28e459 - [INFO] - [E:67| 0]: Train Loss:0.0014902, Val MRR:0.29976, testrun_0a28e459
2023-04-29 13:59:20,187 - testrun_0a28e459 - [INFO] - [E:67| 100]: Train Loss:0.00143, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:00:50,254 - testrun_0a28e459 - [INFO] - [E:67| 200]: Train Loss:0.0014718, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:02:31,079 - testrun_0a28e459 - [INFO] - [E:67| 300]: Train Loss:0.0014711, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:04:07,496 - testrun_0a28e459 - [INFO] - [E:67| 400]: Train Loss:0.0014735, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:05:47,580 - testrun_0a28e459 - [INFO] - [E:67| 500]: Train Loss:0.0014752, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:07:28,845 - testrun_0a28e459 - [INFO] - [E:67| 600]: Train Loss:0.0014777, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:09:09,651 - testrun_0a28e459 - [INFO] - [E:67| 700]: Train Loss:0.0014793, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:10:51,263 - testrun_0a28e459 - [INFO] - [E:67| 800]: Train Loss:0.0014799, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:12:31,787 - testrun_0a28e459 - [INFO] - [E:67| 900]: Train Loss:0.0014788, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:14:12,984 - testrun_0a28e459 - [INFO] - [E:67| 1000]: Train Loss:0.0014818, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:15:53,538 - testrun_0a28e459 - [INFO] - [E:67| 1100]: Train Loss:0.0014789, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:16:55,573 - testrun_0a28e459 - [INFO] - [Epoch:67]: Training Loss:0.001479
2023-04-29 14:16:55,800 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 14:17:25,608 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 14:17:38,925 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 14:18:13,890 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 14:18:29,839 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 67 valid]:
MRR: Tail : 0.4029, Head : 0.19613, Avg : 0.29951
2023-04-29 14:18:29,839 - testrun_0a28e459 - [INFO] - [Epoch 67]: Training Loss: 0.0014786, Valid MRR: 0.29976,
2023-04-29 14:18:31,058 - testrun_0a28e459 - [INFO] - [E:68| 0]: Train Loss:0.0014186, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:20:12,222 - testrun_0a28e459 - [INFO] - [E:68| 100]: Train Loss:0.0015124, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:21:53,466 - testrun_0a28e459 - [INFO] - [E:68| 200]: Train Loss:0.0014787, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:23:35,100 - testrun_0a28e459 - [INFO] - [E:68| 300]: Train Loss:0.0014693, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:25:15,915 - testrun_0a28e459 - [INFO] - [E:68| 400]: Train Loss:0.0014791, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:26:57,099 - testrun_0a28e459 - [INFO] - [E:68| 500]: Train Loss:0.0014783, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:28:37,728 - testrun_0a28e459 - [INFO] - [E:68| 600]: Train Loss:0.0014765, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:30:18,442 - testrun_0a28e459 - [INFO] - [E:68| 700]: Train Loss:0.00148, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:31:59,855 - testrun_0a28e459 - [INFO] - [E:68| 800]: Train Loss:0.0014799, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:33:35,735 - testrun_0a28e459 - [INFO] - [E:68| 900]: Train Loss:0.0014782, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:35:05,240 - testrun_0a28e459 - [INFO] - [E:68| 1000]: Train Loss:0.0014808, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:36:45,817 - testrun_0a28e459 - [INFO] - [E:68| 1100]: Train Loss:0.0014789, Val MRR:0.29976, testrun_0a28e459
2023-04-29 14:37:55,372 - testrun_0a28e459 - [INFO] - [Epoch:68]: Training Loss:0.001477
2023-04-29 14:37:55,804 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 14:38:31,085 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 14:38:44,438 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 14:39:27,939 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 14:39:43,088 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 68 valid]:
MRR: Tail : 0.40324, Head : 0.19724, Avg : 0.30024
2023-04-29 14:39:44,174 - testrun_0a28e459 - [INFO] - [Epoch 68]: Training Loss: 0.001477, Valid MRR: 0.30024,
2023-04-29 14:39:45,415 - testrun_0a28e459 - [INFO] - [E:69| 0]: Train Loss:0.0013326, Val MRR:0.30024, testrun_0a28e459
2023-04-29 14:41:27,027 - testrun_0a28e459 - [INFO] - [E:69| 100]: Train Loss:0.0014432, Val MRR:0.30024, testrun_0a28e459
2023-04-29 14:43:08,606 - testrun_0a28e459 - [INFO] - [E:69| 200]: Train Loss:0.0014735, Val MRR:0.30024, testrun_0a28e459
2023-04-29 14:44:49,358 - testrun_0a28e459 - [INFO] - [E:69| 300]: Train Loss:0.001471, Val MRR:0.30024, testrun_0a28e459
2023-04-29 14:46:31,111 - testrun_0a28e459 - [INFO] - [E:69| 400]: Train Loss:0.0014761, Val MRR:0.30024, testrun_0a28e459
2023-04-29 14:48:12,494 - testrun_0a28e459 - [INFO] - [E:69| 500]: Train Loss:0.0014707, Val MRR:0.30024, testrun_0a28e459
2023-04-29 14:49:48,882 - testrun_0a28e459 - [INFO] - [E:69| 600]: Train Loss:0.0014683, Val MRR:0.30024, testrun_0a28e459
2023-04-29 14:51:21,198 - testrun_0a28e459 - [INFO] - [E:69| 700]: Train Loss:0.0014711, Val MRR:0.30024, testrun_0a28e459
2023-04-29 14:52:58,876 - testrun_0a28e459 - [INFO] - [E:69| 800]: Train Loss:0.0014712, Val MRR:0.30024, testrun_0a28e459
2023-04-29 14:54:40,090 - testrun_0a28e459 - [INFO] - [E:69| 900]: Train Loss:0.0014676, Val MRR:0.30024, testrun_0a28e459
2023-04-29 14:56:20,224 - testrun_0a28e459 - [INFO] - [E:69| 1000]: Train Loss:0.0014702, Val MRR:0.30024, testrun_0a28e459
2023-04-29 14:58:00,710 - testrun_0a28e459 - [INFO] - [E:69| 1100]: Train Loss:0.0014716, Val MRR:0.30024, testrun_0a28e459
2023-04-29 14:59:09,704 - testrun_0a28e459 - [INFO] - [Epoch:69]: Training Loss:0.001472
2023-04-29 14:59:10,158 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 14:59:44,915 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 14:59:58,002 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 15:00:41,980 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 15:00:57,273 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 69 valid]:
MRR: Tail : 0.40333, Head : 0.19649, Avg : 0.29991
MR: Tail : 163.97, Head : 367.06, Avg : 265.51
Hit-1: Tail : 0.31423, Head : 0.12387, Avg : 0.21905
Hit-3: Tail : 0.44209, Head : 0.21437, Avg : 0.32823
Hit-10: Tail : 0.57879, Head : 0.3428, Avg : 0.46079
2023-04-29 15:00:57,273 - testrun_0a28e459 - [INFO] - [Epoch 69]: Training Loss: 0.0014716, Valid MRR: 0.30024,
2023-04-29 15:00:58,549 - testrun_0a28e459 - [INFO] - [E:70| 0]: Train Loss:0.0014685, Val MRR:0.30024, testrun_0a28e459
2023-04-29 15:02:39,004 - testrun_0a28e459 - [INFO] - [E:70| 100]: Train Loss:0.0014712, Val MRR:0.30024, testrun_0a28e459
2023-04-29 15:04:15,415 - testrun_0a28e459 - [INFO] - [E:70| 200]: Train Loss:0.001474, Val MRR:0.30024, testrun_0a28e459
2023-04-29 15:05:56,043 - testrun_0a28e459 - [INFO] - [E:70| 300]: Train Loss:0.0014675, Val MRR:0.30024, testrun_0a28e459
2023-04-29 15:07:36,885 - testrun_0a28e459 - [INFO] - [E:70| 400]: Train Loss:0.0014719, Val MRR:0.30024, testrun_0a28e459
2023-04-29 15:09:05,766 - testrun_0a28e459 - [INFO] - [E:70| 500]: Train Loss:0.001474, Val MRR:0.30024, testrun_0a28e459
2023-04-29 15:10:47,129 - testrun_0a28e459 - [INFO] - [E:70| 600]: Train Loss:0.001472, Val MRR:0.30024, testrun_0a28e459
2023-04-29 15:12:28,316 - testrun_0a28e459 - [INFO] - [E:70| 700]: Train Loss:0.0014714, Val MRR:0.30024, testrun_0a28e459
2023-04-29 15:14:09,785 - testrun_0a28e459 - [INFO] - [E:70| 800]: Train Loss:0.0014694, Val MRR:0.30024, testrun_0a28e459
2023-04-29 15:15:51,263 - testrun_0a28e459 - [INFO] - [E:70| 900]: Train Loss:0.0014717, Val MRR:0.30024, testrun_0a28e459
2023-04-29 15:17:32,843 - testrun_0a28e459 - [INFO] - [E:70| 1000]: Train Loss:0.0014694, Val MRR:0.30024, testrun_0a28e459
2023-04-29 15:19:14,191 - testrun_0a28e459 - [INFO] - [E:70| 1100]: Train Loss:0.001468, Val MRR:0.30024, testrun_0a28e459
2023-04-29 15:20:18,789 - testrun_0a28e459 - [INFO] - [Epoch:70]: Training Loss:0.001469
2023-04-29 15:20:19,268 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 15:20:54,524 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 15:21:07,122 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 15:21:50,897 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 15:22:06,922 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 70 valid]:
MRR: Tail : 0.40332, Head : 0.19818, Avg : 0.30075
2023-04-29 15:22:08,504 - testrun_0a28e459 - [INFO] - [Epoch 70]: Training Loss: 0.001469, Valid MRR: 0.30075,
2023-04-29 15:22:09,583 - testrun_0a28e459 - [INFO] - [E:71| 0]: Train Loss:0.0013289, Val MRR:0.30075, testrun_0a28e459
2023-04-29 15:23:50,513 - testrun_0a28e459 - [INFO] - [E:71| 100]: Train Loss:0.0014568, Val MRR:0.30075, testrun_0a28e459
2023-04-29 15:25:25,052 - testrun_0a28e459 - [INFO] - [E:71| 200]: Train Loss:0.0014636, Val MRR:0.30075, testrun_0a28e459
2023-04-29 15:27:00,392 - testrun_0a28e459 - [INFO] - [E:71| 300]: Train Loss:0.0014688, Val MRR:0.30075, testrun_0a28e459
2023-04-29 15:28:41,496 - testrun_0a28e459 - [INFO] - [E:71| 400]: Train Loss:0.0014651, Val MRR:0.30075, testrun_0a28e459
2023-04-29 15:30:22,005 - testrun_0a28e459 - [INFO] - [E:71| 500]: Train Loss:0.0014618, Val MRR:0.30075, testrun_0a28e459
2023-04-29 15:32:03,104 - testrun_0a28e459 - [INFO] - [E:71| 600]: Train Loss:0.0014622, Val MRR:0.30075, testrun_0a28e459
2023-04-29 15:33:43,363 - testrun_0a28e459 - [INFO] - [E:71| 700]: Train Loss:0.0014666, Val MRR:0.30075, testrun_0a28e459
2023-04-29 15:35:19,895 - testrun_0a28e459 - [INFO] - [E:71| 800]: Train Loss:0.00147, Val MRR:0.30075, testrun_0a28e459
2023-04-29 15:37:01,035 - testrun_0a28e459 - [INFO] - [E:71| 900]: Train Loss:0.0014687, Val MRR:0.30075, testrun_0a28e459
2023-04-29 15:38:42,193 - testrun_0a28e459 - [INFO] - [E:71| 1000]: Train Loss:0.0014687, Val MRR:0.30075, testrun_0a28e459
2023-04-29 15:40:22,975 - testrun_0a28e459 - [INFO] - [E:71| 1100]: Train Loss:0.0014671, Val MRR:0.30075, testrun_0a28e459
2023-04-29 15:41:32,446 - testrun_0a28e459 - [INFO] - [Epoch:71]: Training Loss:0.001465
2023-04-29 15:41:32,716 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 15:42:08,183 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 15:42:19,648 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 15:42:46,841 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 15:43:02,833 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 71 valid]:
MRR: Tail : 0.4036, Head : 0.2009, Avg : 0.30225
2023-04-29 15:43:03,914 - testrun_0a28e459 - [INFO] - [Epoch 71]: Training Loss: 0.0014646, Valid MRR: 0.30225,
2023-04-29 15:43:04,927 - testrun_0a28e459 - [INFO] - [E:72| 0]: Train Loss:0.0016106, Val MRR:0.30225, testrun_0a28e459
2023-04-29 15:44:46,232 - testrun_0a28e459 - [INFO] - [E:72| 100]: Train Loss:0.0014976, Val MRR:0.30225, testrun_0a28e459
2023-04-29 15:46:26,967 - testrun_0a28e459 - [INFO] - [E:72| 200]: Train Loss:0.0014695, Val MRR:0.30225, testrun_0a28e459
2023-04-29 15:48:08,107 - testrun_0a28e459 - [INFO] - [E:72| 300]: Train Loss:0.0014694, Val MRR:0.30225, testrun_0a28e459
2023-04-29 15:49:48,970 - testrun_0a28e459 - [INFO] - [E:72| 400]: Train Loss:0.00146, Val MRR:0.30225, testrun_0a28e459
2023-04-29 15:51:25,493 - testrun_0a28e459 - [INFO] - [E:72| 500]: Train Loss:0.0014525, Val MRR:0.30225, testrun_0a28e459
2023-04-29 15:53:06,016 - testrun_0a28e459 - [INFO] - [E:72| 600]: Train Loss:0.0014619, Val MRR:0.30225, testrun_0a28e459
2023-04-29 15:54:46,488 - testrun_0a28e459 - [INFO] - [E:72| 700]: Train Loss:0.0014609, Val MRR:0.30225, testrun_0a28e459
2023-04-29 15:56:28,185 - testrun_0a28e459 - [INFO] - [E:72| 800]: Train Loss:0.0014584, Val MRR:0.30225, testrun_0a28e459
2023-04-29 15:58:08,815 - testrun_0a28e459 - [INFO] - [E:72| 900]: Train Loss:0.0014591, Val MRR:0.30225, testrun_0a28e459
2023-04-29 15:59:41,863 - testrun_0a28e459 - [INFO] - [E:72| 1000]: Train Loss:0.0014625, Val MRR:0.30225, testrun_0a28e459
2023-04-29 16:01:18,816 - testrun_0a28e459 - [INFO] - [E:72| 1100]: Train Loss:0.0014605, Val MRR:0.30225, testrun_0a28e459
2023-04-29 16:02:28,727 - testrun_0a28e459 - [INFO] - [Epoch:72]: Training Loss:0.001462
2023-04-29 16:02:29,170 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 16:03:03,604 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 16:03:16,977 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 16:04:00,225 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 16:04:16,097 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 72 valid]:
MRR: Tail : 0.40767, Head : 0.20075, Avg : 0.30421
2023-04-29 16:04:17,172 - testrun_0a28e459 - [INFO] - [Epoch 72]: Training Loss: 0.0014617, Valid MRR: 0.30421,
2023-04-29 16:04:18,182 - testrun_0a28e459 - [INFO] - [E:73| 0]: Train Loss:0.0014219, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:05:54,200 - testrun_0a28e459 - [INFO] - [E:73| 100]: Train Loss:0.0014891, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:07:35,320 - testrun_0a28e459 - [INFO] - [E:73| 200]: Train Loss:0.0014721, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:09:16,643 - testrun_0a28e459 - [INFO] - [E:73| 300]: Train Loss:0.0014776, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:10:57,589 - testrun_0a28e459 - [INFO] - [E:73| 400]: Train Loss:0.0014715, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:12:38,938 - testrun_0a28e459 - [INFO] - [E:73| 500]: Train Loss:0.0014651, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:14:20,610 - testrun_0a28e459 - [INFO] - [E:73| 600]: Train Loss:0.0014632, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:16:01,684 - testrun_0a28e459 - [INFO] - [E:73| 700]: Train Loss:0.0014675, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:17:31,630 - testrun_0a28e459 - [INFO] - [E:73| 800]: Train Loss:0.0014632, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:19:13,069 - testrun_0a28e459 - [INFO] - [E:73| 900]: Train Loss:0.001459, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:20:53,017 - testrun_0a28e459 - [INFO] - [E:73| 1000]: Train Loss:0.001458, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:22:29,523 - testrun_0a28e459 - [INFO] - [E:73| 1100]: Train Loss:0.0014581, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:23:38,392 - testrun_0a28e459 - [INFO] - [Epoch:73]: Training Loss:0.001459
2023-04-29 16:23:38,659 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 16:24:13,893 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 16:24:27,074 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 16:25:11,266 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 16:25:27,218 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 73 valid]:
MRR: Tail : 0.40603, Head : 0.20163, Avg : 0.30383
2023-04-29 16:25:27,218 - testrun_0a28e459 - [INFO] - [Epoch 73]: Training Loss: 0.0014591, Valid MRR: 0.30421,
2023-04-29 16:25:28,053 - testrun_0a28e459 - [INFO] - [E:74| 0]: Train Loss:0.0014468, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:27:08,591 - testrun_0a28e459 - [INFO] - [E:74| 100]: Train Loss:0.0014071, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:28:49,729 - testrun_0a28e459 - [INFO] - [E:74| 200]: Train Loss:0.0014368, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:30:30,660 - testrun_0a28e459 - [INFO] - [E:74| 300]: Train Loss:0.0014439, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:32:11,743 - testrun_0a28e459 - [INFO] - [E:74| 400]: Train Loss:0.0014458, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:33:47,235 - testrun_0a28e459 - [INFO] - [E:74| 500]: Train Loss:0.0014529, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:35:21,778 - testrun_0a28e459 - [INFO] - [E:74| 600]: Train Loss:0.0014499, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:36:58,323 - testrun_0a28e459 - [INFO] - [E:74| 700]: Train Loss:0.0014498, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:38:39,210 - testrun_0a28e459 - [INFO] - [E:74| 800]: Train Loss:0.0014558, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:40:20,318 - testrun_0a28e459 - [INFO] - [E:74| 900]: Train Loss:0.0014526, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:42:01,375 - testrun_0a28e459 - [INFO] - [E:74| 1000]: Train Loss:0.0014547, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:43:42,558 - testrun_0a28e459 - [INFO] - [E:74| 1100]: Train Loss:0.0014551, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:44:51,798 - testrun_0a28e459 - [INFO] - [Epoch:74]: Training Loss:0.001454
2023-04-29 16:44:52,065 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 16:45:27,122 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 16:45:40,336 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 16:46:24,572 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 16:46:40,224 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 74 valid]:
MRR: Tail : 0.40712, Head : 0.20106, Avg : 0.30409
2023-04-29 16:46:40,224 - testrun_0a28e459 - [INFO] - [Epoch 74]: Training Loss: 0.0014544, Valid MRR: 0.30421,
2023-04-29 16:46:41,231 - testrun_0a28e459 - [INFO] - [E:75| 0]: Train Loss:0.0016433, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:48:21,539 - testrun_0a28e459 - [INFO] - [E:75| 100]: Train Loss:0.0014735, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:50:02,137 - testrun_0a28e459 - [INFO] - [E:75| 200]: Train Loss:0.0014614, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:51:31,621 - testrun_0a28e459 - [INFO] - [E:75| 300]: Train Loss:0.0014598, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:53:08,329 - testrun_0a28e459 - [INFO] - [E:75| 400]: Train Loss:0.0014547, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:54:49,254 - testrun_0a28e459 - [INFO] - [E:75| 500]: Train Loss:0.0014548, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:56:30,275 - testrun_0a28e459 - [INFO] - [E:75| 600]: Train Loss:0.0014551, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:58:11,075 - testrun_0a28e459 - [INFO] - [E:75| 700]: Train Loss:0.001452, Val MRR:0.30421, testrun_0a28e459
2023-04-29 16:59:52,503 - testrun_0a28e459 - [INFO] - [E:75| 800]: Train Loss:0.0014518, Val MRR:0.30421, testrun_0a28e459
2023-04-29 17:01:33,789 - testrun_0a28e459 - [INFO] - [E:75| 900]: Train Loss:0.0014523, Val MRR:0.30421, testrun_0a28e459
2023-04-29 17:03:15,292 - testrun_0a28e459 - [INFO] - [E:75| 1000]: Train Loss:0.0014498, Val MRR:0.30421, testrun_0a28e459
2023-04-29 17:04:56,571 - testrun_0a28e459 - [INFO] - [E:75| 1100]: Train Loss:0.0014508, Val MRR:0.30421, testrun_0a28e459
2023-04-29 17:06:05,470 - testrun_0a28e459 - [INFO] - [Epoch:75]: Training Loss:0.001451
2023-04-29 17:06:05,739 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 17:06:40,891 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 17:06:49,186 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 17:07:33,180 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 17:07:48,873 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 75 valid]:
MRR: Tail : 0.4081, Head : 0.2017, Avg : 0.3049
2023-04-29 17:07:49,963 - testrun_0a28e459 - [INFO] - [Epoch 75]: Training Loss: 0.0014511, Valid MRR: 0.3049,
2023-04-29 17:07:51,252 - testrun_0a28e459 - [INFO] - [E:76| 0]: Train Loss:0.001528, Val MRR:0.3049, testrun_0a28e459
2023-04-29 17:09:19,956 - testrun_0a28e459 - [INFO] - [E:76| 100]: Train Loss:0.00146, Val MRR:0.3049, testrun_0a28e459
2023-04-29 17:11:01,169 - testrun_0a28e459 - [INFO] - [E:76| 200]: Train Loss:0.001483, Val MRR:0.3049, testrun_0a28e459
2023-04-29 17:12:42,233 - testrun_0a28e459 - [INFO] - [E:76| 300]: Train Loss:0.001459, Val MRR:0.3049, testrun_0a28e459
2023-04-29 17:14:24,106 - testrun_0a28e459 - [INFO] - [E:76| 400]: Train Loss:0.0014621, Val MRR:0.3049, testrun_0a28e459
2023-04-29 17:16:04,739 - testrun_0a28e459 - [INFO] - [E:76| 500]: Train Loss:0.0014549, Val MRR:0.3049, testrun_0a28e459
2023-04-29 17:17:45,382 - testrun_0a28e459 - [INFO] - [E:76| 600]: Train Loss:0.0014563, Val MRR:0.3049, testrun_0a28e459
2023-04-29 17:19:27,294 - testrun_0a28e459 - [INFO] - [E:76| 700]: Train Loss:0.0014507, Val MRR:0.3049, testrun_0a28e459
2023-04-29 17:21:08,409 - testrun_0a28e459 - [INFO] - [E:76| 800]: Train Loss:0.001446, Val MRR:0.3049, testrun_0a28e459
2023-04-29 17:22:45,211 - testrun_0a28e459 - [INFO] - [E:76| 900]: Train Loss:0.0014476, Val MRR:0.3049, testrun_0a28e459
2023-04-29 17:24:26,653 - testrun_0a28e459 - [INFO] - [E:76| 1000]: Train Loss:0.0014484, Val MRR:0.3049, testrun_0a28e459
2023-04-29 17:25:56,307 - testrun_0a28e459 - [INFO] - [E:76| 1100]: Train Loss:0.0014479, Val MRR:0.3049, testrun_0a28e459
2023-04-29 17:27:06,244 - testrun_0a28e459 - [INFO] - [Epoch:76]: Training Loss:0.001448
2023-04-29 17:27:06,522 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 17:27:41,277 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 17:27:54,394 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 17:28:37,682 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 17:28:53,227 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 76 valid]:
MRR: Tail : 0.41067, Head : 0.20254, Avg : 0.30661
2023-04-29 17:28:54,308 - testrun_0a28e459 - [INFO] - [Epoch 76]: Training Loss: 0.0014478, Valid MRR: 0.30661,
2023-04-29 17:28:55,585 - testrun_0a28e459 - [INFO] - [E:77| 0]: Train Loss:0.001277, Val MRR:0.30661, testrun_0a28e459
2023-04-29 17:30:36,627 - testrun_0a28e459 - [INFO] - [E:77| 100]: Train Loss:0.0014299, Val MRR:0.30661, testrun_0a28e459
2023-04-29 17:32:18,372 - testrun_0a28e459 - [INFO] - [E:77| 200]: Train Loss:0.0014347, Val MRR:0.30661, testrun_0a28e459
2023-04-29 17:34:00,036 - testrun_0a28e459 - [INFO] - [E:77| 300]: Train Loss:0.0014327, Val MRR:0.30661, testrun_0a28e459
2023-04-29 17:35:41,792 - testrun_0a28e459 - [INFO] - [E:77| 400]: Train Loss:0.0014516, Val MRR:0.30661, testrun_0a28e459
2023-04-29 17:37:22,843 - testrun_0a28e459 - [INFO] - [E:77| 500]: Train Loss:0.001443, Val MRR:0.30661, testrun_0a28e459
2023-04-29 17:38:58,986 - testrun_0a28e459 - [INFO] - [E:77| 600]: Train Loss:0.0014427, Val MRR:0.30661, testrun_0a28e459
2023-04-29 17:40:39,565 - testrun_0a28e459 - [INFO] - [E:77| 700]: Train Loss:0.0014421, Val MRR:0.30661, testrun_0a28e459
2023-04-29 17:42:16,720 - testrun_0a28e459 - [INFO] - [E:77| 800]: Train Loss:0.001446, Val MRR:0.30661, testrun_0a28e459
2023-04-29 17:43:49,883 - testrun_0a28e459 - [INFO] - [E:77| 900]: Train Loss:0.0014456, Val MRR:0.30661, testrun_0a28e459
2023-04-29 17:45:31,782 - testrun_0a28e459 - [INFO] - [E:77| 1000]: Train Loss:0.0014447, Val MRR:0.30661, testrun_0a28e459
2023-04-29 17:47:12,648 - testrun_0a28e459 - [INFO] - [E:77| 1100]: Train Loss:0.0014434, Val MRR:0.30661, testrun_0a28e459
2023-04-29 17:48:22,468 - testrun_0a28e459 - [INFO] - [Epoch:77]: Training Loss:0.001444
2023-04-29 17:48:22,913 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 17:48:57,695 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 17:49:10,766 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 17:49:54,470 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 17:50:10,346 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 77 valid]:
MRR: Tail : 0.40709, Head : 0.20041, Avg : 0.30375
2023-04-29 17:50:10,346 - testrun_0a28e459 - [INFO] - [Epoch 77]: Training Loss: 0.0014435, Valid MRR: 0.30661,
2023-04-29 17:50:11,506 - testrun_0a28e459 - [INFO] - [E:78| 0]: Train Loss:0.0014522, Val MRR:0.30661, testrun_0a28e459
2023-04-29 17:51:52,000 - testrun_0a28e459 - [INFO] - [E:78| 100]: Train Loss:0.001411, Val MRR:0.30661, testrun_0a28e459
2023-04-29 17:53:28,504 - testrun_0a28e459 - [INFO] - [E:78| 200]: Train Loss:0.0014281, Val MRR:0.30661, testrun_0a28e459
2023-04-29 17:55:08,726 - testrun_0a28e459 - [INFO] - [E:78| 300]: Train Loss:0.0014283, Val MRR:0.30661, testrun_0a28e459
2023-04-29 17:56:50,349 - testrun_0a28e459 - [INFO] - [E:78| 400]: Train Loss:0.0014256, Val MRR:0.30661, testrun_0a28e459
2023-04-29 17:58:31,122 - testrun_0a28e459 - [INFO] - [E:78| 500]: Train Loss:0.0014245, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:00:00,523 - testrun_0a28e459 - [INFO] - [E:78| 600]: Train Loss:0.0014323, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:01:41,359 - testrun_0a28e459 - [INFO] - [E:78| 700]: Train Loss:0.0014324, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:03:23,467 - testrun_0a28e459 - [INFO] - [E:78| 800]: Train Loss:0.0014345, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:05:05,108 - testrun_0a28e459 - [INFO] - [E:78| 900]: Train Loss:0.0014388, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:06:45,921 - testrun_0a28e459 - [INFO] - [E:78| 1000]: Train Loss:0.0014384, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:08:24,476 - testrun_0a28e459 - [INFO] - [E:78| 1100]: Train Loss:0.0014406, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:09:32,054 - testrun_0a28e459 - [INFO] - [Epoch:78]: Training Loss:0.001441
2023-04-29 18:09:32,319 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 18:10:07,415 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 18:10:20,317 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 18:11:04,417 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 18:11:20,416 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 78 valid]:
MRR: Tail : 0.41154, Head : 0.20152, Avg : 0.30653
2023-04-29 18:11:20,416 - testrun_0a28e459 - [INFO] - [Epoch 78]: Training Loss: 0.0014412, Valid MRR: 0.30661,
2023-04-29 18:11:21,502 - testrun_0a28e459 - [INFO] - [E:79| 0]: Train Loss:0.0012297, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:13:02,139 - testrun_0a28e459 - [INFO] - [E:79| 100]: Train Loss:0.0014402, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:14:43,481 - testrun_0a28e459 - [INFO] - [E:79| 200]: Train Loss:0.0014406, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:16:23,577 - testrun_0a28e459 - [INFO] - [E:79| 300]: Train Loss:0.0014372, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:17:53,968 - testrun_0a28e459 - [INFO] - [E:79| 400]: Train Loss:0.0014351, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:19:35,047 - testrun_0a28e459 - [INFO] - [E:79| 500]: Train Loss:0.0014393, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:21:16,366 - testrun_0a28e459 - [INFO] - [E:79| 600]: Train Loss:0.0014362, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:22:57,564 - testrun_0a28e459 - [INFO] - [E:79| 700]: Train Loss:0.0014416, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:24:34,829 - testrun_0a28e459 - [INFO] - [E:79| 800]: Train Loss:0.0014396, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:26:16,209 - testrun_0a28e459 - [INFO] - [E:79| 900]: Train Loss:0.001438, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:27:56,465 - testrun_0a28e459 - [INFO] - [E:79| 1000]: Train Loss:0.0014385, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:29:38,253 - testrun_0a28e459 - [INFO] - [E:79| 1100]: Train Loss:0.0014396, Val MRR:0.30661, testrun_0a28e459
2023-04-29 18:30:47,421 - testrun_0a28e459 - [INFO] - [Epoch:79]: Training Loss:0.001438
2023-04-29 18:30:47,688 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 18:31:23,150 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 18:31:36,355 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 18:32:20,167 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 18:32:36,303 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 79 valid]:
MRR: Tail : 0.41313, Head : 0.20598, Avg : 0.30956
MR: Tail : 158.2, Head : 356.86, Avg : 257.53
Hit-1: Tail : 0.32352, Head : 0.13025, Avg : 0.22689
Hit-3: Tail : 0.45087, Head : 0.22566, Avg : 0.33827
Hit-10: Tail : 0.59082, Head : 0.35951, Avg : 0.47516
2023-04-29 18:32:37,378 - testrun_0a28e459 - [INFO] - [Epoch 79]: Training Loss: 0.0014383, Valid MRR: 0.30956,
2023-04-29 18:32:38,654 - testrun_0a28e459 - [INFO] - [E:80| 0]: Train Loss:0.0013868, Val MRR:0.30956, testrun_0a28e459
2023-04-29 18:34:07,632 - testrun_0a28e459 - [INFO] - [E:80| 100]: Train Loss:0.0014402, Val MRR:0.30956, testrun_0a28e459
2023-04-29 18:35:48,509 - testrun_0a28e459 - [INFO] - [E:80| 200]: Train Loss:0.0014439, Val MRR:0.30956, testrun_0a28e459
2023-04-29 18:37:29,496 - testrun_0a28e459 - [INFO] - [E:80| 300]: Train Loss:0.0014443, Val MRR:0.30956, testrun_0a28e459
2023-04-29 18:39:09,256 - testrun_0a28e459 - [INFO] - [E:80| 400]: Train Loss:0.0014327, Val MRR:0.30956, testrun_0a28e459
2023-04-29 18:40:46,334 - testrun_0a28e459 - [INFO] - [E:80| 500]: Train Loss:0.001443, Val MRR:0.30956, testrun_0a28e459
2023-04-29 18:42:27,640 - testrun_0a28e459 - [INFO] - [E:80| 600]: Train Loss:0.0014457, Val MRR:0.30956, testrun_0a28e459
2023-04-29 18:44:08,271 - testrun_0a28e459 - [INFO] - [E:80| 700]: Train Loss:0.0014415, Val MRR:0.30956, testrun_0a28e459
2023-04-29 18:45:49,986 - testrun_0a28e459 - [INFO] - [E:80| 800]: Train Loss:0.0014419, Val MRR:0.30956, testrun_0a28e459
2023-04-29 18:47:31,171 - testrun_0a28e459 - [INFO] - [E:80| 900]: Train Loss:0.0014412, Val MRR:0.30956, testrun_0a28e459
2023-04-29 18:49:12,159 - testrun_0a28e459 - [INFO] - [E:80| 1000]: Train Loss:0.0014391, Val MRR:0.30956, testrun_0a28e459
2023-04-29 18:50:46,747 - testrun_0a28e459 - [INFO] - [E:80| 1100]: Train Loss:0.0014352, Val MRR:0.30956, testrun_0a28e459
2023-04-29 18:51:50,238 - testrun_0a28e459 - [INFO] - [Epoch:80]: Training Loss:0.001435
2023-04-29 18:51:50,506 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 18:52:26,122 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 18:52:39,255 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 18:53:23,052 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 18:53:39,012 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 80 valid]:
MRR: Tail : 0.41341, Head : 0.20395, Avg : 0.30868
2023-04-29 18:53:39,193 - testrun_0a28e459 - [INFO] - [Epoch 80]: Training Loss: 0.0014353, Valid MRR: 0.30956,
2023-04-29 18:53:40,199 - testrun_0a28e459 - [INFO] - [E:81| 0]: Train Loss:0.0013487, Val MRR:0.30956, testrun_0a28e459
2023-04-29 18:55:15,619 - testrun_0a28e459 - [INFO] - [E:81| 100]: Train Loss:0.0014326, Val MRR:0.30956, testrun_0a28e459
2023-04-29 18:56:56,828 - testrun_0a28e459 - [INFO] - [E:81| 200]: Train Loss:0.0014542, Val MRR:0.30956, testrun_0a28e459
2023-04-29 18:58:38,240 - testrun_0a28e459 - [INFO] - [E:81| 300]: Train Loss:0.0014416, Val MRR:0.30956, testrun_0a28e459
2023-04-29 19:00:19,388 - testrun_0a28e459 - [INFO] - [E:81| 400]: Train Loss:0.0014423, Val MRR:0.30956, testrun_0a28e459
2023-04-29 19:02:00,167 - testrun_0a28e459 - [INFO] - [E:81| 500]: Train Loss:0.0014334, Val MRR:0.30956, testrun_0a28e459
2023-04-29 19:03:40,993 - testrun_0a28e459 - [INFO] - [E:81| 600]: Train Loss:0.0014301, Val MRR:0.30956, testrun_0a28e459
2023-04-29 19:05:22,146 - testrun_0a28e459 - [INFO] - [E:81| 700]: Train Loss:0.0014284, Val MRR:0.30956, testrun_0a28e459
2023-04-29 19:07:03,004 - testrun_0a28e459 - [INFO] - [E:81| 800]: Train Loss:0.0014342, Val MRR:0.30956, testrun_0a28e459
2023-04-29 19:08:31,998 - testrun_0a28e459 - [INFO] - [E:81| 900]: Train Loss:0.0014353, Val MRR:0.30956, testrun_0a28e459
2023-04-29 19:10:08,799 - testrun_0a28e459 - [INFO] - [E:81| 1000]: Train Loss:0.0014316, Val MRR:0.30956, testrun_0a28e459
2023-04-29 19:11:50,348 - testrun_0a28e459 - [INFO] - [E:81| 1100]: Train Loss:0.0014313, Val MRR:0.30956, testrun_0a28e459
2023-04-29 19:12:59,950 - testrun_0a28e459 - [INFO] - [Epoch:81]: Training Loss:0.001431
2023-04-29 19:13:00,238 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 19:13:35,131 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 19:13:48,432 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 19:14:31,823 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 19:14:47,707 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 81 valid]:
MRR: Tail : 0.41429, Head : 0.20575, Avg : 0.31002
2023-04-29 19:14:48,845 - testrun_0a28e459 - [INFO] - [Epoch 81]: Training Loss: 0.0014315, Valid MRR: 0.31002,
2023-04-29 19:14:50,036 - testrun_0a28e459 - [INFO] - [E:82| 0]: Train Loss:0.0013222, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:16:30,994 - testrun_0a28e459 - [INFO] - [E:82| 100]: Train Loss:0.0014039, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:18:11,757 - testrun_0a28e459 - [INFO] - [E:82| 200]: Train Loss:0.0014175, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:19:52,877 - testrun_0a28e459 - [INFO] - [E:82| 300]: Train Loss:0.0014438, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:21:34,641 - testrun_0a28e459 - [INFO] - [E:82| 400]: Train Loss:0.0014473, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:23:15,713 - testrun_0a28e459 - [INFO] - [E:82| 500]: Train Loss:0.0014454, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:24:52,130 - testrun_0a28e459 - [INFO] - [E:82| 600]: Train Loss:0.0014385, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:26:20,233 - testrun_0a28e459 - [INFO] - [E:82| 700]: Train Loss:0.0014317, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:28:02,718 - testrun_0a28e459 - [INFO] - [E:82| 800]: Train Loss:0.0014269, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:29:43,256 - testrun_0a28e459 - [INFO] - [E:82| 900]: Train Loss:0.0014265, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:31:24,666 - testrun_0a28e459 - [INFO] - [E:82| 1000]: Train Loss:0.0014301, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:33:05,479 - testrun_0a28e459 - [INFO] - [E:82| 1100]: Train Loss:0.0014285, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:34:15,120 - testrun_0a28e459 - [INFO] - [Epoch:82]: Training Loss:0.001429
2023-04-29 19:34:15,386 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 19:34:50,176 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 19:35:03,347 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 19:35:46,932 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 19:36:02,339 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 82 valid]:
MRR: Tail : 0.41385, Head : 0.20597, Avg : 0.30991
2023-04-29 19:36:02,340 - testrun_0a28e459 - [INFO] - [Epoch 82]: Training Loss: 0.0014289, Valid MRR: 0.31002,
2023-04-29 19:36:03,618 - testrun_0a28e459 - [INFO] - [E:83| 0]: Train Loss:0.0013182, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:37:44,110 - testrun_0a28e459 - [INFO] - [E:83| 100]: Train Loss:0.0013831, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:39:25,008 - testrun_0a28e459 - [INFO] - [E:83| 200]: Train Loss:0.0014121, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:41:00,922 - testrun_0a28e459 - [INFO] - [E:83| 300]: Train Loss:0.0014009, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:42:29,623 - testrun_0a28e459 - [INFO] - [E:83| 400]: Train Loss:0.0014167, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:44:10,772 - testrun_0a28e459 - [INFO] - [E:83| 500]: Train Loss:0.0014289, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:45:52,020 - testrun_0a28e459 - [INFO] - [E:83| 600]: Train Loss:0.0014291, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:47:33,287 - testrun_0a28e459 - [INFO] - [E:83| 700]: Train Loss:0.0014312, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:49:15,128 - testrun_0a28e459 - [INFO] - [E:83| 800]: Train Loss:0.0014327, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:50:56,161 - testrun_0a28e459 - [INFO] - [E:83| 900]: Train Loss:0.0014329, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:52:36,666 - testrun_0a28e459 - [INFO] - [E:83| 1000]: Train Loss:0.0014296, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:54:18,762 - testrun_0a28e459 - [INFO] - [E:83| 1100]: Train Loss:0.0014279, Val MRR:0.31002, testrun_0a28e459
2023-04-29 19:55:27,820 - testrun_0a28e459 - [INFO] - [Epoch:83]: Training Loss:0.001427
2023-04-29 19:55:28,334 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 19:55:57,731 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 19:56:10,984 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 19:56:55,201 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 19:57:11,056 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 83 valid]:
MRR: Tail : 0.4143, Head : 0.20653, Avg : 0.31042
2023-04-29 19:57:12,828 - testrun_0a28e459 - [INFO] - [Epoch 83]: Training Loss: 0.0014266, Valid MRR: 0.31042,
2023-04-29 19:57:13,802 - testrun_0a28e459 - [INFO] - [E:84| 0]: Train Loss:0.0013212, Val MRR:0.31042, testrun_0a28e459
2023-04-29 19:58:54,245 - testrun_0a28e459 - [INFO] - [E:84| 100]: Train Loss:0.0013828, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:00:23,738 - testrun_0a28e459 - [INFO] - [E:84| 200]: Train Loss:0.0013952, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:02:04,663 - testrun_0a28e459 - [INFO] - [E:84| 300]: Train Loss:0.0014074, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:03:44,944 - testrun_0a28e459 - [INFO] - [E:84| 400]: Train Loss:0.001427, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:05:25,735 - testrun_0a28e459 - [INFO] - [E:84| 500]: Train Loss:0.0014272, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:07:06,239 - testrun_0a28e459 - [INFO] - [E:84| 600]: Train Loss:0.0014234, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:08:47,675 - testrun_0a28e459 - [INFO] - [E:84| 700]: Train Loss:0.0014228, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:10:28,353 - testrun_0a28e459 - [INFO] - [E:84| 800]: Train Loss:0.0014186, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:12:04,891 - testrun_0a28e459 - [INFO] - [E:84| 900]: Train Loss:0.0014171, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:13:45,877 - testrun_0a28e459 - [INFO] - [E:84| 1000]: Train Loss:0.0014169, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:15:27,461 - testrun_0a28e459 - [INFO] - [E:84| 1100]: Train Loss:0.0014225, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:16:26,887 - testrun_0a28e459 - [INFO] - [Epoch:84]: Training Loss:0.001422
2023-04-29 20:16:27,115 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 20:16:58,968 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 20:17:12,247 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 20:17:55,765 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 20:18:11,762 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 84 valid]:
MRR: Tail : 0.41375, Head : 0.20612, Avg : 0.30993
2023-04-29 20:18:11,762 - testrun_0a28e459 - [INFO] - [Epoch 84]: Training Loss: 0.0014225, Valid MRR: 0.31042,
2023-04-29 20:18:12,795 - testrun_0a28e459 - [INFO] - [E:85| 0]: Train Loss:0.0012669, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:19:54,026 - testrun_0a28e459 - [INFO] - [E:85| 100]: Train Loss:0.0014096, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:21:34,468 - testrun_0a28e459 - [INFO] - [E:85| 200]: Train Loss:0.001399, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:23:15,681 - testrun_0a28e459 - [INFO] - [E:85| 300]: Train Loss:0.001419, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:24:56,422 - testrun_0a28e459 - [INFO] - [E:85| 400]: Train Loss:0.001417, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:26:34,957 - testrun_0a28e459 - [INFO] - [E:85| 500]: Train Loss:0.0014149, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:28:14,552 - testrun_0a28e459 - [INFO] - [E:85| 600]: Train Loss:0.0014166, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:29:55,611 - testrun_0a28e459 - [INFO] - [E:85| 700]: Train Loss:0.0014178, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:31:36,292 - testrun_0a28e459 - [INFO] - [E:85| 800]: Train Loss:0.0014187, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:33:16,045 - testrun_0a28e459 - [INFO] - [E:85| 900]: Train Loss:0.0014191, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:34:46,102 - testrun_0a28e459 - [INFO] - [E:85| 1000]: Train Loss:0.00142, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:36:27,302 - testrun_0a28e459 - [INFO] - [E:85| 1100]: Train Loss:0.0014182, Val MRR:0.31042, testrun_0a28e459
2023-04-29 20:37:36,398 - testrun_0a28e459 - [INFO] - [Epoch:85]: Training Loss:0.001418
2023-04-29 20:37:36,682 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 20:38:11,866 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 20:38:25,323 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 20:39:08,779 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 20:39:25,061 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 85 valid]:
MRR: Tail : 0.41681, Head : 0.20746, Avg : 0.31214
2023-04-29 20:39:26,140 - testrun_0a28e459 - [INFO] - [Epoch 85]: Training Loss: 0.0014184, Valid MRR: 0.31214,
2023-04-29 20:39:27,177 - testrun_0a28e459 - [INFO] - [E:86| 0]: Train Loss:0.001337, Val MRR:0.31214, testrun_0a28e459
2023-04-29 20:41:08,034 - testrun_0a28e459 - [INFO] - [E:86| 100]: Train Loss:0.0014072, Val MRR:0.31214, testrun_0a28e459
2023-04-29 20:42:44,670 - testrun_0a28e459 - [INFO] - [E:86| 200]: Train Loss:0.0014009, Val MRR:0.31214, testrun_0a28e459
2023-04-29 20:44:26,007 - testrun_0a28e459 - [INFO] - [E:86| 300]: Train Loss:0.0014093, Val MRR:0.31214, testrun_0a28e459
2023-04-29 20:46:07,657 - testrun_0a28e459 - [INFO] - [E:86| 400]: Train Loss:0.0014134, Val MRR:0.31214, testrun_0a28e459
2023-04-29 20:47:48,516 - testrun_0a28e459 - [INFO] - [E:86| 500]: Train Loss:0.0014089, Val MRR:0.31214, testrun_0a28e459
2023-04-29 20:49:29,209 - testrun_0a28e459 - [INFO] - [E:86| 600]: Train Loss:0.0014204, Val MRR:0.31214, testrun_0a28e459
2023-04-29 20:50:58,635 - testrun_0a28e459 - [INFO] - [E:86| 700]: Train Loss:0.0014174, Val MRR:0.31214, testrun_0a28e459
2023-04-29 20:52:39,546 - testrun_0a28e459 - [INFO] - [E:86| 800]: Train Loss:0.001416, Val MRR:0.31214, testrun_0a28e459
2023-04-29 20:54:19,947 - testrun_0a28e459 - [INFO] - [E:86| 900]: Train Loss:0.001413, Val MRR:0.31214, testrun_0a28e459
2023-04-29 20:56:01,327 - testrun_0a28e459 - [INFO] - [E:86| 1000]: Train Loss:0.0014111, Val MRR:0.31214, testrun_0a28e459
2023-04-29 20:57:37,309 - testrun_0a28e459 - [INFO] - [E:86| 1100]: Train Loss:0.0014136, Val MRR:0.31214, testrun_0a28e459
2023-04-29 20:58:47,179 - testrun_0a28e459 - [INFO] - [Epoch:86]: Training Loss:0.001417
2023-04-29 20:58:47,540 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 20:59:22,876 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 20:59:36,322 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 21:00:20,426 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 21:00:35,516 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 86 valid]:
MRR: Tail : 0.41656, Head : 0.20659, Avg : 0.31157
2023-04-29 21:00:35,516 - testrun_0a28e459 - [INFO] - [Epoch 86]: Training Loss: 0.0014168, Valid MRR: 0.31214,
2023-04-29 21:00:36,347 - testrun_0a28e459 - [INFO] - [E:87| 0]: Train Loss:0.0014897, Val MRR:0.31214, testrun_0a28e459
2023-04-29 21:02:18,164 - testrun_0a28e459 - [INFO] - [E:87| 100]: Train Loss:0.0013932, Val MRR:0.31214, testrun_0a28e459
2023-04-29 21:03:59,528 - testrun_0a28e459 - [INFO] - [E:87| 200]: Train Loss:0.0013819, Val MRR:0.31214, testrun_0a28e459
2023-04-29 21:05:40,590 - testrun_0a28e459 - [INFO] - [E:87| 300]: Train Loss:0.0013981, Val MRR:0.31214, testrun_0a28e459
2023-04-29 21:07:21,896 - testrun_0a28e459 - [INFO] - [E:87| 400]: Train Loss:0.0014111, Val MRR:0.31214, testrun_0a28e459
2023-04-29 21:08:50,457 - testrun_0a28e459 - [INFO] - [E:87| 500]: Train Loss:0.0014117, Val MRR:0.31214, testrun_0a28e459
2023-04-29 21:10:31,317 - testrun_0a28e459 - [INFO] - [E:87| 600]: Train Loss:0.0014114, Val MRR:0.31214, testrun_0a28e459
2023-04-29 21:12:11,904 - testrun_0a28e459 - [INFO] - [E:87| 700]: Train Loss:0.0014085, Val MRR:0.31214, testrun_0a28e459
2023-04-29 21:13:48,202 - testrun_0a28e459 - [INFO] - [E:87| 800]: Train Loss:0.0014093, Val MRR:0.31214, testrun_0a28e459
2023-04-29 21:15:28,886 - testrun_0a28e459 - [INFO] - [E:87| 900]: Train Loss:0.0014103, Val MRR:0.31214, testrun_0a28e459
2023-04-29 21:17:10,311 - testrun_0a28e459 - [INFO] - [E:87| 1000]: Train Loss:0.0014103, Val MRR:0.31214, testrun_0a28e459
2023-04-29 21:18:51,218 - testrun_0a28e459 - [INFO] - [E:87| 1100]: Train Loss:0.0014158, Val MRR:0.31214, testrun_0a28e459
2023-04-29 21:20:00,795 - testrun_0a28e459 - [INFO] - [Epoch:87]: Training Loss:0.001414
2023-04-29 21:20:01,311 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 21:20:36,390 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 21:20:49,649 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 21:21:33,771 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 21:21:48,927 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 87 valid]:
MRR: Tail : 0.41795, Head : 0.20946, Avg : 0.31371
2023-04-29 21:21:50,001 - testrun_0a28e459 - [INFO] - [Epoch 87]: Training Loss: 0.0014143, Valid MRR: 0.31371,
2023-04-29 21:21:51,013 - testrun_0a28e459 - [INFO] - [E:88| 0]: Train Loss:0.001501, Val MRR:0.31371, testrun_0a28e459
2023-04-29 21:23:32,016 - testrun_0a28e459 - [INFO] - [E:88| 100]: Train Loss:0.0013805, Val MRR:0.31371, testrun_0a28e459
2023-04-29 21:25:01,306 - testrun_0a28e459 - [INFO] - [E:88| 200]: Train Loss:0.001406, Val MRR:0.31371, testrun_0a28e459
2023-04-29 21:26:42,075 - testrun_0a28e459 - [INFO] - [E:88| 300]: Train Loss:0.0013933, Val MRR:0.31371, testrun_0a28e459
2023-04-29 21:28:19,396 - testrun_0a28e459 - [INFO] - [E:88| 400]: Train Loss:0.0014025, Val MRR:0.31371, testrun_0a28e459
2023-04-29 21:30:00,774 - testrun_0a28e459 - [INFO] - [E:88| 500]: Train Loss:0.0014052, Val MRR:0.31371, testrun_0a28e459
2023-04-29 21:31:42,482 - testrun_0a28e459 - [INFO] - [E:88| 600]: Train Loss:0.0014069, Val MRR:0.31371, testrun_0a28e459
2023-04-29 21:33:23,668 - testrun_0a28e459 - [INFO] - [E:88| 700]: Train Loss:0.0014051, Val MRR:0.31371, testrun_0a28e459
2023-04-29 21:35:04,660 - testrun_0a28e459 - [INFO] - [E:88| 800]: Train Loss:0.0014045, Val MRR:0.31371, testrun_0a28e459
2023-04-29 21:36:45,122 - testrun_0a28e459 - [INFO] - [E:88| 900]: Train Loss:0.0014079, Val MRR:0.31371, testrun_0a28e459
2023-04-29 21:38:26,328 - testrun_0a28e459 - [INFO] - [E:88| 1000]: Train Loss:0.001409, Val MRR:0.31371, testrun_0a28e459
2023-04-29 21:40:07,959 - testrun_0a28e459 - [INFO] - [E:88| 1100]: Train Loss:0.0014104, Val MRR:0.31371, testrun_0a28e459
2023-04-29 21:41:16,950 - testrun_0a28e459 - [INFO] - [Epoch:88]: Training Loss:0.00141
2023-04-29 21:41:17,424 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 21:41:46,568 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 21:41:54,779 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 21:42:32,743 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 21:42:48,545 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 88 valid]:
MRR: Tail : 0.42002, Head : 0.20982, Avg : 0.31492
2023-04-29 21:42:49,623 - testrun_0a28e459 - [INFO] - [Epoch 88]: Training Loss: 0.0014102, Valid MRR: 0.31492,
2023-04-29 21:42:50,635 - testrun_0a28e459 - [INFO] - [E:89| 0]: Train Loss:0.0011998, Val MRR:0.31492, testrun_0a28e459
2023-04-29 21:44:27,103 - testrun_0a28e459 - [INFO] - [E:89| 100]: Train Loss:0.0014057, Val MRR:0.31492, testrun_0a28e459
2023-04-29 21:46:08,166 - testrun_0a28e459 - [INFO] - [E:89| 200]: Train Loss:0.0013963, Val MRR:0.31492, testrun_0a28e459
2023-04-29 21:47:49,399 - testrun_0a28e459 - [INFO] - [E:89| 300]: Train Loss:0.0014025, Val MRR:0.31492, testrun_0a28e459
2023-04-29 21:49:30,670 - testrun_0a28e459 - [INFO] - [E:89| 400]: Train Loss:0.0013926, Val MRR:0.31492, testrun_0a28e459
2023-04-29 21:51:11,494 - testrun_0a28e459 - [INFO] - [E:89| 500]: Train Loss:0.0014027, Val MRR:0.31492, testrun_0a28e459
2023-04-29 21:52:53,201 - testrun_0a28e459 - [INFO] - [E:89| 600]: Train Loss:0.0013988, Val MRR:0.31492, testrun_0a28e459
2023-04-29 21:54:34,599 - testrun_0a28e459 - [INFO] - [E:89| 700]: Train Loss:0.0013965, Val MRR:0.31492, testrun_0a28e459
2023-04-29 21:56:16,034 - testrun_0a28e459 - [INFO] - [E:89| 800]: Train Loss:0.0013946, Val MRR:0.31492, testrun_0a28e459
2023-04-29 21:57:57,986 - testrun_0a28e459 - [INFO] - [E:89| 900]: Train Loss:0.001394, Val MRR:0.31492, testrun_0a28e459
2023-04-29 21:59:22,194 - testrun_0a28e459 - [INFO] - [E:89| 1000]: Train Loss:0.0013966, Val MRR:0.31492, testrun_0a28e459
2023-04-29 22:01:03,343 - testrun_0a28e459 - [INFO] - [E:89| 1100]: Train Loss:0.0014016, Val MRR:0.31492, testrun_0a28e459
2023-04-29 22:02:12,755 - testrun_0a28e459 - [INFO] - [Epoch:89]: Training Loss:0.001405
2023-04-29 22:02:13,207 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 22:02:48,765 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 22:03:01,917 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 22:03:44,878 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 22:04:00,799 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 89 valid]:
MRR: Tail : 0.4197, Head : 0.21083, Avg : 0.31527
MR: Tail : 152.87, Head : 343.44, Avg : 248.16
Hit-1: Tail : 0.32985, Head : 0.13362, Avg : 0.23174
Hit-3: Tail : 0.45897, Head : 0.22971, Avg : 0.34434
Hit-10: Tail : 0.59778, Head : 0.36732, Avg : 0.48255
2023-04-29 22:04:01,862 - testrun_0a28e459 - [INFO] - [Epoch 89]: Training Loss: 0.0014045, Valid MRR: 0.31527,
2023-04-29 22:04:03,015 - testrun_0a28e459 - [INFO] - [E:90| 0]: Train Loss:0.0011336, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:05:44,983 - testrun_0a28e459 - [INFO] - [E:90| 100]: Train Loss:0.0014335, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:07:26,793 - testrun_0a28e459 - [INFO] - [E:90| 200]: Train Loss:0.001434, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:09:07,681 - testrun_0a28e459 - [INFO] - [E:90| 300]: Train Loss:0.0014216, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:10:48,075 - testrun_0a28e459 - [INFO] - [E:90| 400]: Train Loss:0.0014132, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:12:28,698 - testrun_0a28e459 - [INFO] - [E:90| 500]: Train Loss:0.0014045, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:14:05,204 - testrun_0a28e459 - [INFO] - [E:90| 600]: Train Loss:0.0014056, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:15:45,651 - testrun_0a28e459 - [INFO] - [E:90| 700]: Train Loss:0.001409, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:17:15,657 - testrun_0a28e459 - [INFO] - [E:90| 800]: Train Loss:0.0014071, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:18:56,747 - testrun_0a28e459 - [INFO] - [E:90| 900]: Train Loss:0.0014062, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:20:36,839 - testrun_0a28e459 - [INFO] - [E:90| 1000]: Train Loss:0.0014051, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:22:18,990 - testrun_0a28e459 - [INFO] - [E:90| 1100]: Train Loss:0.0014048, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:23:28,619 - testrun_0a28e459 - [INFO] - [Epoch:90]: Training Loss:0.001404
2023-04-29 22:23:28,884 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 22:24:04,817 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 22:24:17,904 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 22:25:01,324 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 22:25:17,308 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 90 valid]:
MRR: Tail : 0.42094, Head : 0.20897, Avg : 0.31495
2023-04-29 22:25:17,308 - testrun_0a28e459 - [INFO] - [Epoch 90]: Training Loss: 0.0014039, Valid MRR: 0.31527,
2023-04-29 22:25:18,343 - testrun_0a28e459 - [INFO] - [E:91| 0]: Train Loss:0.0013454, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:26:59,437 - testrun_0a28e459 - [INFO] - [E:91| 100]: Train Loss:0.0014004, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:28:41,478 - testrun_0a28e459 - [INFO] - [E:91| 200]: Train Loss:0.0013968, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:30:17,545 - testrun_0a28e459 - [INFO] - [E:91| 300]: Train Loss:0.0014068, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:31:58,257 - testrun_0a28e459 - [INFO] - [E:91| 400]: Train Loss:0.0013958, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:33:27,772 - testrun_0a28e459 - [INFO] - [E:91| 500]: Train Loss:0.0014013, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:35:08,841 - testrun_0a28e459 - [INFO] - [E:91| 600]: Train Loss:0.0014003, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:36:49,918 - testrun_0a28e459 - [INFO] - [E:91| 700]: Train Loss:0.0013986, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:38:30,844 - testrun_0a28e459 - [INFO] - [E:91| 800]: Train Loss:0.0013971, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:40:12,212 - testrun_0a28e459 - [INFO] - [E:91| 900]: Train Loss:0.0013944, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:41:53,001 - testrun_0a28e459 - [INFO] - [E:91| 1000]: Train Loss:0.0013965, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:43:34,294 - testrun_0a28e459 - [INFO] - [E:91| 1100]: Train Loss:0.0013995, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:44:44,152 - testrun_0a28e459 - [INFO] - [Epoch:91]: Training Loss:0.001401
2023-04-29 22:44:44,376 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 22:45:13,435 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 22:45:26,765 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 22:46:10,922 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 22:46:25,937 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 91 valid]:
MRR: Tail : 0.42016, Head : 0.20675, Avg : 0.31345
2023-04-29 22:46:25,938 - testrun_0a28e459 - [INFO] - [Epoch 91]: Training Loss: 0.0014006, Valid MRR: 0.31527,
2023-04-29 22:46:27,150 - testrun_0a28e459 - [INFO] - [E:92| 0]: Train Loss:0.0012992, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:48:08,479 - testrun_0a28e459 - [INFO] - [E:92| 100]: Train Loss:0.0013732, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:49:49,598 - testrun_0a28e459 - [INFO] - [E:92| 200]: Train Loss:0.0013752, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:51:19,072 - testrun_0a28e459 - [INFO] - [E:92| 300]: Train Loss:0.001377, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:52:59,944 - testrun_0a28e459 - [INFO] - [E:92| 400]: Train Loss:0.0013796, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:54:40,715 - testrun_0a28e459 - [INFO] - [E:92| 500]: Train Loss:0.0013807, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:56:22,282 - testrun_0a28e459 - [INFO] - [E:92| 600]: Train Loss:0.0013826, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:58:03,574 - testrun_0a28e459 - [INFO] - [E:92| 700]: Train Loss:0.001382, Val MRR:0.31527, testrun_0a28e459
2023-04-29 22:59:45,020 - testrun_0a28e459 - [INFO] - [E:92| 800]: Train Loss:0.001384, Val MRR:0.31527, testrun_0a28e459
2023-04-29 23:01:22,090 - testrun_0a28e459 - [INFO] - [E:92| 900]: Train Loss:0.0013858, Val MRR:0.31527, testrun_0a28e459
2023-04-29 23:03:02,537 - testrun_0a28e459 - [INFO] - [E:92| 1000]: Train Loss:0.0013918, Val MRR:0.31527, testrun_0a28e459
2023-04-29 23:04:43,769 - testrun_0a28e459 - [INFO] - [E:92| 1100]: Train Loss:0.0013985, Val MRR:0.31527, testrun_0a28e459
2023-04-29 23:05:53,005 - testrun_0a28e459 - [INFO] - [Epoch:92]: Training Loss:0.001397
2023-04-29 23:05:53,284 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 23:06:28,621 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 23:06:41,641 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 23:07:21,337 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 23:07:30,341 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 92 valid]:
MRR: Tail : 0.42166, Head : 0.2128, Avg : 0.31723
2023-04-29 23:07:31,492 - testrun_0a28e459 - [INFO] - [Epoch 92]: Training Loss: 0.001397, Valid MRR: 0.31723,
2023-04-29 23:07:32,183 - testrun_0a28e459 - [INFO] - [E:93| 0]: Train Loss:0.001247, Val MRR:0.31723, testrun_0a28e459
2023-04-29 23:09:09,532 - testrun_0a28e459 - [INFO] - [E:93| 100]: Train Loss:0.0013729, Val MRR:0.31723, testrun_0a28e459
2023-04-29 23:10:50,442 - testrun_0a28e459 - [INFO] - [E:93| 200]: Train Loss:0.0013967, Val MRR:0.31723, testrun_0a28e459
2023-04-29 23:12:31,131 - testrun_0a28e459 - [INFO] - [E:93| 300]: Train Loss:0.0014094, Val MRR:0.31723, testrun_0a28e459
2023-04-29 23:14:12,150 - testrun_0a28e459 - [INFO] - [E:93| 400]: Train Loss:0.0013996, Val MRR:0.31723, testrun_0a28e459
2023-04-29 23:15:48,575 - testrun_0a28e459 - [INFO] - [E:93| 500]: Train Loss:0.0014023, Val MRR:0.31723, testrun_0a28e459
2023-04-29 23:17:29,901 - testrun_0a28e459 - [INFO] - [E:93| 600]: Train Loss:0.0013979, Val MRR:0.31723, testrun_0a28e459
2023-04-29 23:19:11,406 - testrun_0a28e459 - [INFO] - [E:93| 700]: Train Loss:0.001396, Val MRR:0.31723, testrun_0a28e459
2023-04-29 23:20:52,592 - testrun_0a28e459 - [INFO] - [E:93| 800]: Train Loss:0.0013959, Val MRR:0.31723, testrun_0a28e459
2023-04-29 23:22:34,183 - testrun_0a28e459 - [INFO] - [E:93| 900]: Train Loss:0.0013939, Val MRR:0.31723, testrun_0a28e459
2023-04-29 23:24:14,939 - testrun_0a28e459 - [INFO] - [E:93| 1000]: Train Loss:0.0013903, Val MRR:0.31723, testrun_0a28e459
2023-04-29 23:25:44,210 - testrun_0a28e459 - [INFO] - [E:93| 1100]: Train Loss:0.0013947, Val MRR:0.31723, testrun_0a28e459
2023-04-29 23:26:53,447 - testrun_0a28e459 - [INFO] - [Epoch:93]: Training Loss:0.001394
2023-04-29 23:26:53,951 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 23:27:29,146 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 23:27:42,431 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 23:28:26,060 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 23:28:42,067 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 93 valid]:
MRR: Tail : 0.42402, Head : 0.21099, Avg : 0.31751
2023-04-29 23:28:43,132 - testrun_0a28e459 - [INFO] - [Epoch 93]: Training Loss: 0.0013943, Valid MRR: 0.31751,
2023-04-29 23:28:44,405 - testrun_0a28e459 - [INFO] - [E:94| 0]: Train Loss:0.0013039, Val MRR:0.31751, testrun_0a28e459
2023-04-29 23:30:25,652 - testrun_0a28e459 - [INFO] - [E:94| 100]: Train Loss:0.0013596, Val MRR:0.31751, testrun_0a28e459
2023-04-29 23:32:01,537 - testrun_0a28e459 - [INFO] - [E:94| 200]: Train Loss:0.0013667, Val MRR:0.31751, testrun_0a28e459
2023-04-29 23:33:42,034 - testrun_0a28e459 - [INFO] - [E:94| 300]: Train Loss:0.0013692, Val MRR:0.31751, testrun_0a28e459
2023-04-29 23:35:23,150 - testrun_0a28e459 - [INFO] - [E:94| 400]: Train Loss:0.0013694, Val MRR:0.31751, testrun_0a28e459
2023-04-29 23:37:03,480 - testrun_0a28e459 - [INFO] - [E:94| 500]: Train Loss:0.0013796, Val MRR:0.31751, testrun_0a28e459
2023-04-29 23:38:44,722 - testrun_0a28e459 - [INFO] - [E:94| 600]: Train Loss:0.0013927, Val MRR:0.31751, testrun_0a28e459
2023-04-29 23:40:26,250 - testrun_0a28e459 - [INFO] - [E:94| 700]: Train Loss:0.0013887, Val MRR:0.31751, testrun_0a28e459
2023-04-29 23:41:55,251 - testrun_0a28e459 - [INFO] - [E:94| 800]: Train Loss:0.0013926, Val MRR:0.31751, testrun_0a28e459
2023-04-29 23:43:37,169 - testrun_0a28e459 - [INFO] - [E:94| 900]: Train Loss:0.0013895, Val MRR:0.31751, testrun_0a28e459
2023-04-29 23:45:18,217 - testrun_0a28e459 - [INFO] - [E:94| 1000]: Train Loss:0.0013903, Val MRR:0.31751, testrun_0a28e459
2023-04-29 23:46:54,307 - testrun_0a28e459 - [INFO] - [E:94| 1100]: Train Loss:0.001391, Val MRR:0.31751, testrun_0a28e459
2023-04-29 23:48:03,495 - testrun_0a28e459 - [INFO] - [Epoch:94]: Training Loss:0.00139
2023-04-29 23:48:04,010 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-29 23:48:39,692 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-29 23:48:52,447 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-29 23:49:36,052 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-29 23:49:51,872 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 94 valid]:
MRR: Tail : 0.42274, Head : 0.21064, Avg : 0.31669
2023-04-29 23:49:51,872 - testrun_0a28e459 - [INFO] - [Epoch 94]: Training Loss: 0.0013901, Valid MRR: 0.31751,
2023-04-29 23:49:53,046 - testrun_0a28e459 - [INFO] - [E:95| 0]: Train Loss:0.0012269, Val MRR:0.31751, testrun_0a28e459
2023-04-29 23:51:33,884 - testrun_0a28e459 - [INFO] - [E:95| 100]: Train Loss:0.0013849, Val MRR:0.31751, testrun_0a28e459
2023-04-29 23:53:14,216 - testrun_0a28e459 - [INFO] - [E:95| 200]: Train Loss:0.0013732, Val MRR:0.31751, testrun_0a28e459
2023-04-29 23:54:54,814 - testrun_0a28e459 - [INFO] - [E:95| 300]: Train Loss:0.0013658, Val MRR:0.31751, testrun_0a28e459
2023-04-29 23:56:36,235 - testrun_0a28e459 - [INFO] - [E:95| 400]: Train Loss:0.0013626, Val MRR:0.31751, testrun_0a28e459
2023-04-29 23:58:17,633 - testrun_0a28e459 - [INFO] - [E:95| 500]: Train Loss:0.001373, Val MRR:0.31751, testrun_0a28e459
2023-04-29 23:59:47,699 - testrun_0a28e459 - [INFO] - [E:95| 600]: Train Loss:0.0013772, Val MRR:0.31751, testrun_0a28e459
2023-04-30 00:01:28,240 - testrun_0a28e459 - [INFO] - [E:95| 700]: Train Loss:0.0013823, Val MRR:0.31751, testrun_0a28e459
2023-04-30 00:03:04,168 - testrun_0a28e459 - [INFO] - [E:95| 800]: Train Loss:0.0013825, Val MRR:0.31751, testrun_0a28e459
2023-04-30 00:04:45,352 - testrun_0a28e459 - [INFO] - [E:95| 900]: Train Loss:0.0013882, Val MRR:0.31751, testrun_0a28e459
2023-04-30 00:06:25,892 - testrun_0a28e459 - [INFO] - [E:95| 1000]: Train Loss:0.0013876, Val MRR:0.31751, testrun_0a28e459
2023-04-30 00:08:07,691 - testrun_0a28e459 - [INFO] - [E:95| 1100]: Train Loss:0.0013868, Val MRR:0.31751, testrun_0a28e459
2023-04-30 00:09:17,239 - testrun_0a28e459 - [INFO] - [Epoch:95]: Training Loss:0.001386
2023-04-30 00:09:17,758 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 00:09:52,149 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 00:10:05,374 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 00:10:48,816 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 00:11:04,555 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 95 valid]:
MRR: Tail : 0.42486, Head : 0.21293, Avg : 0.3189
2023-04-30 00:11:05,630 - testrun_0a28e459 - [INFO] - [Epoch 95]: Training Loss: 0.0013863, Valid MRR: 0.3189,
2023-04-30 00:11:06,905 - testrun_0a28e459 - [INFO] - [E:96| 0]: Train Loss:0.0014831, Val MRR:0.3189, testrun_0a28e459
2023-04-30 00:12:48,761 - testrun_0a28e459 - [INFO] - [E:96| 100]: Train Loss:0.0014009, Val MRR:0.3189, testrun_0a28e459
2023-04-30 00:14:29,818 - testrun_0a28e459 - [INFO] - [E:96| 200]: Train Loss:0.0013841, Val MRR:0.3189, testrun_0a28e459
2023-04-30 00:15:59,120 - testrun_0a28e459 - [INFO] - [E:96| 300]: Train Loss:0.0013822, Val MRR:0.3189, testrun_0a28e459
2023-04-30 00:17:35,709 - testrun_0a28e459 - [INFO] - [E:96| 400]: Train Loss:0.0013786, Val MRR:0.3189, testrun_0a28e459
2023-04-30 00:19:16,714 - testrun_0a28e459 - [INFO] - [E:96| 500]: Train Loss:0.001373, Val MRR:0.3189, testrun_0a28e459
2023-04-30 00:20:58,040 - testrun_0a28e459 - [INFO] - [E:96| 600]: Train Loss:0.0013757, Val MRR:0.3189, testrun_0a28e459
2023-04-30 00:22:39,379 - testrun_0a28e459 - [INFO] - [E:96| 700]: Train Loss:0.0013791, Val MRR:0.3189, testrun_0a28e459
2023-04-30 00:24:20,273 - testrun_0a28e459 - [INFO] - [E:96| 800]: Train Loss:0.0013821, Val MRR:0.3189, testrun_0a28e459
2023-04-30 00:26:00,888 - testrun_0a28e459 - [INFO] - [E:96| 900]: Train Loss:0.0013841, Val MRR:0.3189, testrun_0a28e459
2023-04-30 00:27:42,143 - testrun_0a28e459 - [INFO] - [E:96| 1000]: Train Loss:0.0013805, Val MRR:0.3189, testrun_0a28e459
2023-04-30 00:29:23,088 - testrun_0a28e459 - [INFO] - [E:96| 1100]: Train Loss:0.0013817, Val MRR:0.3189, testrun_0a28e459
2023-04-30 00:30:33,410 - testrun_0a28e459 - [INFO] - [Epoch:96]: Training Loss:0.001385
2023-04-30 00:30:33,798 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 00:31:08,621 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 00:31:21,758 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 00:32:05,261 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 00:32:14,387 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 96 valid]:
MRR: Tail : 0.42587, Head : 0.21325, Avg : 0.31956
2023-04-30 00:32:17,809 - testrun_0a28e459 - [INFO] - [Epoch 96]: Training Loss: 0.0013851, Valid MRR: 0.31956,
2023-04-30 00:32:18,834 - testrun_0a28e459 - [INFO] - [E:97| 0]: Train Loss:0.0013782, Val MRR:0.31956, testrun_0a28e459
2023-04-30 00:33:48,596 - testrun_0a28e459 - [INFO] - [E:97| 100]: Train Loss:0.001399, Val MRR:0.31956, testrun_0a28e459
2023-04-30 00:35:29,167 - testrun_0a28e459 - [INFO] - [E:97| 200]: Train Loss:0.0013907, Val MRR:0.31956, testrun_0a28e459
2023-04-30 00:37:10,850 - testrun_0a28e459 - [INFO] - [E:97| 300]: Train Loss:0.0013878, Val MRR:0.31956, testrun_0a28e459
2023-04-30 00:38:52,299 - testrun_0a28e459 - [INFO] - [E:97| 400]: Train Loss:0.0013867, Val MRR:0.31956, testrun_0a28e459
2023-04-30 00:40:32,518 - testrun_0a28e459 - [INFO] - [E:97| 500]: Train Loss:0.0013792, Val MRR:0.31956, testrun_0a28e459
2023-04-30 00:42:13,613 - testrun_0a28e459 - [INFO] - [E:97| 600]: Train Loss:0.0013785, Val MRR:0.31956, testrun_0a28e459
2023-04-30 00:43:55,172 - testrun_0a28e459 - [INFO] - [E:97| 700]: Train Loss:0.0013791, Val MRR:0.31956, testrun_0a28e459
2023-04-30 00:45:36,808 - testrun_0a28e459 - [INFO] - [E:97| 800]: Train Loss:0.0013778, Val MRR:0.31956, testrun_0a28e459
2023-04-30 00:47:18,085 - testrun_0a28e459 - [INFO] - [E:97| 900]: Train Loss:0.0013809, Val MRR:0.31956, testrun_0a28e459
2023-04-30 00:48:53,880 - testrun_0a28e459 - [INFO] - [E:97| 1000]: Train Loss:0.0013805, Val MRR:0.31956, testrun_0a28e459
2023-04-30 00:50:22,376 - testrun_0a28e459 - [INFO] - [E:97| 1100]: Train Loss:0.0013798, Val MRR:0.31956, testrun_0a28e459
2023-04-30 00:51:31,399 - testrun_0a28e459 - [INFO] - [Epoch:97]: Training Loss:0.001382
2023-04-30 00:51:31,680 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 00:52:06,961 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 00:52:20,190 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 00:53:03,473 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 00:53:19,174 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 97 valid]:
MRR: Tail : 0.42672, Head : 0.21362, Avg : 0.32017
2023-04-30 00:53:20,236 - testrun_0a28e459 - [INFO] - [Epoch 97]: Training Loss: 0.0013821, Valid MRR: 0.32017,
2023-04-30 00:53:21,265 - testrun_0a28e459 - [INFO] - [E:98| 0]: Train Loss:0.0013037, Val MRR:0.32017, testrun_0a28e459
2023-04-30 00:55:02,122 - testrun_0a28e459 - [INFO] - [E:98| 100]: Train Loss:0.001396, Val MRR:0.32017, testrun_0a28e459
2023-04-30 00:56:43,262 - testrun_0a28e459 - [INFO] - [E:98| 200]: Train Loss:0.0013796, Val MRR:0.32017, testrun_0a28e459
2023-04-30 00:58:24,172 - testrun_0a28e459 - [INFO] - [E:98| 300]: Train Loss:0.0013768, Val MRR:0.32017, testrun_0a28e459
2023-04-30 01:00:05,038 - testrun_0a28e459 - [INFO] - [E:98| 400]: Train Loss:0.0013745, Val MRR:0.32017, testrun_0a28e459
2023-04-30 01:01:46,271 - testrun_0a28e459 - [INFO] - [E:98| 500]: Train Loss:0.0013704, Val MRR:0.32017, testrun_0a28e459
2023-04-30 01:03:22,841 - testrun_0a28e459 - [INFO] - [E:98| 600]: Train Loss:0.0013791, Val MRR:0.32017, testrun_0a28e459
2023-04-30 01:05:03,497 - testrun_0a28e459 - [INFO] - [E:98| 700]: Train Loss:0.0013739, Val MRR:0.32017, testrun_0a28e459
2023-04-30 01:06:44,950 - testrun_0a28e459 - [INFO] - [E:98| 800]: Train Loss:0.0013818, Val MRR:0.32017, testrun_0a28e459
2023-04-30 01:08:14,695 - testrun_0a28e459 - [INFO] - [E:98| 900]: Train Loss:0.0013796, Val MRR:0.32017, testrun_0a28e459
2023-04-30 01:09:55,238 - testrun_0a28e459 - [INFO] - [E:98| 1000]: Train Loss:0.0013806, Val MRR:0.32017, testrun_0a28e459
2023-04-30 01:11:36,790 - testrun_0a28e459 - [INFO] - [E:98| 1100]: Train Loss:0.0013779, Val MRR:0.32017, testrun_0a28e459
2023-04-30 01:12:45,802 - testrun_0a28e459 - [INFO] - [Epoch:98]: Training Loss:0.001379
2023-04-30 01:12:46,069 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 01:13:21,664 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 01:13:35,088 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 01:14:18,077 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 01:14:33,881 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 98 valid]:
MRR: Tail : 0.42709, Head : 0.21455, Avg : 0.32082
2023-04-30 01:14:34,926 - testrun_0a28e459 - [INFO] - [Epoch 98]: Training Loss: 0.0013787, Valid MRR: 0.32082,
2023-04-30 01:14:35,788 - testrun_0a28e459 - [INFO] - [E:99| 0]: Train Loss:0.0013211, Val MRR:0.32082, testrun_0a28e459
2023-04-30 01:16:16,291 - testrun_0a28e459 - [INFO] - [E:99| 100]: Train Loss:0.0013642, Val MRR:0.32082, testrun_0a28e459
2023-04-30 01:17:56,868 - testrun_0a28e459 - [INFO] - [E:99| 200]: Train Loss:0.0013819, Val MRR:0.32082, testrun_0a28e459
2023-04-30 01:19:33,387 - testrun_0a28e459 - [INFO] - [E:99| 300]: Train Loss:0.0013703, Val MRR:0.32082, testrun_0a28e459
2023-04-30 01:21:14,598 - testrun_0a28e459 - [INFO] - [E:99| 400]: Train Loss:0.0013691, Val MRR:0.32082, testrun_0a28e459
2023-04-30 01:22:56,127 - testrun_0a28e459 - [INFO] - [E:99| 500]: Train Loss:0.0013721, Val MRR:0.32082, testrun_0a28e459
2023-04-30 01:24:27,661 - testrun_0a28e459 - [INFO] - [E:99| 600]: Train Loss:0.0013732, Val MRR:0.32082, testrun_0a28e459
2023-04-30 01:26:06,511 - testrun_0a28e459 - [INFO] - [E:99| 700]: Train Loss:0.0013743, Val MRR:0.32082, testrun_0a28e459
2023-04-30 01:27:47,522 - testrun_0a28e459 - [INFO] - [E:99| 800]: Train Loss:0.0013722, Val MRR:0.32082, testrun_0a28e459
2023-04-30 01:29:29,274 - testrun_0a28e459 - [INFO] - [E:99| 900]: Train Loss:0.0013763, Val MRR:0.32082, testrun_0a28e459
2023-04-30 01:31:10,693 - testrun_0a28e459 - [INFO] - [E:99| 1000]: Train Loss:0.0013747, Val MRR:0.32082, testrun_0a28e459
2023-04-30 01:32:52,049 - testrun_0a28e459 - [INFO] - [E:99| 1100]: Train Loss:0.0013733, Val MRR:0.32082, testrun_0a28e459
2023-04-30 01:33:56,735 - testrun_0a28e459 - [INFO] - [Epoch:99]: Training Loss:0.001377
2023-04-30 01:33:57,250 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 01:34:32,768 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 01:34:45,811 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 01:35:29,408 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 01:35:45,210 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 99 valid]:
MRR: Tail : 0.42741, Head : 0.21555, Avg : 0.32148
MR: Tail : 155.68, Head : 337.15, Avg : 246.42
Hit-1: Tail : 0.33744, Head : 0.13864, Avg : 0.23804
Hit-3: Tail : 0.46638, Head : 0.23353, Avg : 0.34996
Hit-10: Tail : 0.60599, Head : 0.37177, Avg : 0.48888
2023-04-30 01:35:46,278 - testrun_0a28e459 - [INFO] - [Epoch 99]: Training Loss: 0.0013769, Valid MRR: 0.32148,
2023-04-30 01:35:47,303 - testrun_0a28e459 - [INFO] - [E:100| 0]: Train Loss:0.0019991, Val MRR:0.32148, testrun_0a28e459
2023-04-30 01:37:28,180 - testrun_0a28e459 - [INFO] - [E:100| 100]: Train Loss:0.0013764, Val MRR:0.32148, testrun_0a28e459
2023-04-30 01:39:09,851 - testrun_0a28e459 - [INFO] - [E:100| 200]: Train Loss:0.0013611, Val MRR:0.32148, testrun_0a28e459
2023-04-30 01:40:51,345 - testrun_0a28e459 - [INFO] - [E:100| 300]: Train Loss:0.001362, Val MRR:0.32148, testrun_0a28e459
2023-04-30 01:42:20,902 - testrun_0a28e459 - [INFO] - [E:100| 400]: Train Loss:0.0013584, Val MRR:0.32148, testrun_0a28e459
2023-04-30 01:44:01,590 - testrun_0a28e459 - [INFO] - [E:100| 500]: Train Loss:0.0013619, Val MRR:0.32148, testrun_0a28e459
2023-04-30 01:45:42,868 - testrun_0a28e459 - [INFO] - [E:100| 600]: Train Loss:0.0013624, Val MRR:0.32148, testrun_0a28e459
2023-04-30 01:47:23,273 - testrun_0a28e459 - [INFO] - [E:100| 700]: Train Loss:0.001363, Val MRR:0.32148, testrun_0a28e459
2023-04-30 01:49:03,871 - testrun_0a28e459 - [INFO] - [E:100| 800]: Train Loss:0.0013693, Val MRR:0.32148, testrun_0a28e459
2023-04-30 01:50:40,996 - testrun_0a28e459 - [INFO] - [E:100| 900]: Train Loss:0.0013747, Val MRR:0.32148, testrun_0a28e459
2023-04-30 01:52:21,439 - testrun_0a28e459 - [INFO] - [E:100| 1000]: Train Loss:0.0013756, Val MRR:0.32148, testrun_0a28e459
2023-04-30 01:54:03,131 - testrun_0a28e459 - [INFO] - [E:100| 1100]: Train Loss:0.0013765, Val MRR:0.32148, testrun_0a28e459
2023-04-30 01:55:12,289 - testrun_0a28e459 - [INFO] - [Epoch:100]: Training Loss:0.001375
2023-04-30 01:55:12,689 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 01:55:48,278 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 01:56:01,429 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 01:56:45,056 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 01:57:01,149 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 100 valid]:
MRR: Tail : 0.42905, Head : 0.21444, Avg : 0.32174
2023-04-30 01:57:02,214 - testrun_0a28e459 - [INFO] - [Epoch 100]: Training Loss: 0.0013747, Valid MRR: 0.32174,
2023-04-30 01:57:03,491 - testrun_0a28e459 - [INFO] - [E:101| 0]: Train Loss:0.0012278, Val MRR:0.32174, testrun_0a28e459
2023-04-30 01:58:35,437 - testrun_0a28e459 - [INFO] - [E:101| 100]: Train Loss:0.0013785, Val MRR:0.32174, testrun_0a28e459
2023-04-30 02:00:14,429 - testrun_0a28e459 - [INFO] - [E:101| 200]: Train Loss:0.0013756, Val MRR:0.32174, testrun_0a28e459
2023-04-30 02:01:55,981 - testrun_0a28e459 - [INFO] - [E:101| 300]: Train Loss:0.0013706, Val MRR:0.32174, testrun_0a28e459
2023-04-30 02:03:37,116 - testrun_0a28e459 - [INFO] - [E:101| 400]: Train Loss:0.0013681, Val MRR:0.32174, testrun_0a28e459
2023-04-30 02:05:13,747 - testrun_0a28e459 - [INFO] - [E:101| 500]: Train Loss:0.0013668, Val MRR:0.32174, testrun_0a28e459
2023-04-30 02:06:55,111 - testrun_0a28e459 - [INFO] - [E:101| 600]: Train Loss:0.001366, Val MRR:0.32174, testrun_0a28e459
2023-04-30 02:08:35,976 - testrun_0a28e459 - [INFO] - [E:101| 700]: Train Loss:0.001366, Val MRR:0.32174, testrun_0a28e459
2023-04-30 02:10:17,952 - testrun_0a28e459 - [INFO] - [E:101| 800]: Train Loss:0.0013686, Val MRR:0.32174, testrun_0a28e459
2023-04-30 02:11:59,545 - testrun_0a28e459 - [INFO] - [E:101| 900]: Train Loss:0.0013718, Val MRR:0.32174, testrun_0a28e459
2023-04-30 02:13:40,346 - testrun_0a28e459 - [INFO] - [E:101| 1000]: Train Loss:0.0013678, Val MRR:0.32174, testrun_0a28e459
2023-04-30 02:15:21,548 - testrun_0a28e459 - [INFO] - [E:101| 1100]: Train Loss:0.0013679, Val MRR:0.32174, testrun_0a28e459
2023-04-30 02:16:18,876 - testrun_0a28e459 - [INFO] - [Epoch:101]: Training Loss:0.001369
2023-04-30 02:16:19,271 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 02:16:54,833 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 02:17:07,774 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 02:17:52,217 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 02:18:08,032 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 101 valid]:
MRR: Tail : 0.42856, Head : 0.21617, Avg : 0.32237
2023-04-30 02:18:09,115 - testrun_0a28e459 - [INFO] - [Epoch 101]: Training Loss: 0.0013694, Valid MRR: 0.32237,
2023-04-30 02:18:10,081 - testrun_0a28e459 - [INFO] - [E:102| 0]: Train Loss:0.0012766, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:19:51,296 - testrun_0a28e459 - [INFO] - [E:102| 100]: Train Loss:0.0013338, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:21:27,883 - testrun_0a28e459 - [INFO] - [E:102| 200]: Train Loss:0.0013389, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:23:09,043 - testrun_0a28e459 - [INFO] - [E:102| 300]: Train Loss:0.001344, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:24:50,013 - testrun_0a28e459 - [INFO] - [E:102| 400]: Train Loss:0.0013533, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:26:30,683 - testrun_0a28e459 - [INFO] - [E:102| 500]: Train Loss:0.0013544, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:28:11,663 - testrun_0a28e459 - [INFO] - [E:102| 600]: Train Loss:0.0013537, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:29:52,539 - testrun_0a28e459 - [INFO] - [E:102| 700]: Train Loss:0.0013549, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:31:33,574 - testrun_0a28e459 - [INFO] - [E:102| 800]: Train Loss:0.0013546, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:33:03,549 - testrun_0a28e459 - [INFO] - [E:102| 900]: Train Loss:0.0013563, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:34:44,012 - testrun_0a28e459 - [INFO] - [E:102| 1000]: Train Loss:0.001357, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:36:20,533 - testrun_0a28e459 - [INFO] - [E:102| 1100]: Train Loss:0.0013648, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:37:29,183 - testrun_0a28e459 - [INFO] - [Epoch:102]: Training Loss:0.001365
2023-04-30 02:37:29,659 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 02:38:05,000 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 02:38:18,205 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 02:39:02,319 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 02:39:17,977 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 102 valid]:
MRR: Tail : 0.42864, Head : 0.21569, Avg : 0.32216
2023-04-30 02:39:17,977 - testrun_0a28e459 - [INFO] - [Epoch 102]: Training Loss: 0.0013654, Valid MRR: 0.32237,
2023-04-30 02:39:19,169 - testrun_0a28e459 - [INFO] - [E:103| 0]: Train Loss:0.0012887, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:41:00,276 - testrun_0a28e459 - [INFO] - [E:103| 100]: Train Loss:0.0013582, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:42:42,477 - testrun_0a28e459 - [INFO] - [E:103| 200]: Train Loss:0.0013551, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:44:22,855 - testrun_0a28e459 - [INFO] - [E:103| 300]: Train Loss:0.0013504, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:46:04,816 - testrun_0a28e459 - [INFO] - [E:103| 400]: Train Loss:0.00136, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:47:46,536 - testrun_0a28e459 - [INFO] - [E:103| 500]: Train Loss:0.0013588, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:49:27,126 - testrun_0a28e459 - [INFO] - [E:103| 600]: Train Loss:0.0013585, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:50:51,481 - testrun_0a28e459 - [INFO] - [E:103| 700]: Train Loss:0.001359, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:52:33,069 - testrun_0a28e459 - [INFO] - [E:103| 800]: Train Loss:0.00136, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:54:14,112 - testrun_0a28e459 - [INFO] - [E:103| 900]: Train Loss:0.0013595, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:55:55,564 - testrun_0a28e459 - [INFO] - [E:103| 1000]: Train Loss:0.0013594, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:57:36,338 - testrun_0a28e459 - [INFO] - [E:103| 1100]: Train Loss:0.0013624, Val MRR:0.32237, testrun_0a28e459
2023-04-30 02:58:45,438 - testrun_0a28e459 - [INFO] - [Epoch:103]: Training Loss:0.001363
2023-04-30 02:58:45,733 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 02:59:21,323 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 02:59:34,583 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 03:00:17,362 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 03:00:32,942 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 103 valid]:
MRR: Tail : 0.42817, Head : 0.21859, Avg : 0.32338
2023-04-30 03:00:33,999 - testrun_0a28e459 - [INFO] - [Epoch 103]: Training Loss: 0.0013626, Valid MRR: 0.32338,
2023-04-30 03:00:35,257 - testrun_0a28e459 - [INFO] - [E:104| 0]: Train Loss:0.0012326, Val MRR:0.32338, testrun_0a28e459
2023-04-30 03:02:16,709 - testrun_0a28e459 - [INFO] - [E:104| 100]: Train Loss:0.0013744, Val MRR:0.32338, testrun_0a28e459
2023-04-30 03:03:57,700 - testrun_0a28e459 - [INFO] - [E:104| 200]: Train Loss:0.0013513, Val MRR:0.32338, testrun_0a28e459
2023-04-30 03:05:38,015 - testrun_0a28e459 - [INFO] - [E:104| 300]: Train Loss:0.0013497, Val MRR:0.32338, testrun_0a28e459
2023-04-30 03:07:05,400 - testrun_0a28e459 - [INFO] - [E:104| 400]: Train Loss:0.0013467, Val MRR:0.32338, testrun_0a28e459
2023-04-30 03:08:45,166 - testrun_0a28e459 - [INFO] - [E:104| 500]: Train Loss:0.0013586, Val MRR:0.32338, testrun_0a28e459
2023-04-30 03:10:26,389 - testrun_0a28e459 - [INFO] - [E:104| 600]: Train Loss:0.0013639, Val MRR:0.32338, testrun_0a28e459
2023-04-30 03:12:07,341 - testrun_0a28e459 - [INFO] - [E:104| 700]: Train Loss:0.001365, Val MRR:0.32338, testrun_0a28e459
2023-04-30 03:13:49,256 - testrun_0a28e459 - [INFO] - [E:104| 800]: Train Loss:0.0013624, Val MRR:0.32338, testrun_0a28e459
2023-04-30 03:15:30,184 - testrun_0a28e459 - [INFO] - [E:104| 900]: Train Loss:0.001364, Val MRR:0.32338, testrun_0a28e459
2023-04-30 03:17:11,820 - testrun_0a28e459 - [INFO] - [E:104| 1000]: Train Loss:0.0013639, Val MRR:0.32338, testrun_0a28e459
2023-04-30 03:18:52,572 - testrun_0a28e459 - [INFO] - [E:104| 1100]: Train Loss:0.0013621, Val MRR:0.32338, testrun_0a28e459
2023-04-30 03:20:01,583 - testrun_0a28e459 - [INFO] - [Epoch:104]: Training Loss:0.001361
2023-04-30 03:20:01,991 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 03:20:37,175 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 03:20:50,337 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 03:21:27,317 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 03:21:42,889 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 104 valid]:
MRR: Tail : 0.42905, Head : 0.21789, Avg : 0.32347
2023-04-30 03:21:44,008 - testrun_0a28e459 - [INFO] - [Epoch 104]: Training Loss: 0.0013607, Valid MRR: 0.32347,
2023-04-30 03:21:45,212 - testrun_0a28e459 - [INFO] - [E:105| 0]: Train Loss:0.0012005, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:23:25,446 - testrun_0a28e459 - [INFO] - [E:105| 100]: Train Loss:0.0013479, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:24:54,515 - testrun_0a28e459 - [INFO] - [E:105| 200]: Train Loss:0.001357, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:26:36,666 - testrun_0a28e459 - [INFO] - [E:105| 300]: Train Loss:0.001351, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:28:17,781 - testrun_0a28e459 - [INFO] - [E:105| 400]: Train Loss:0.0013481, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:29:59,080 - testrun_0a28e459 - [INFO] - [E:105| 500]: Train Loss:0.0013507, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:31:40,324 - testrun_0a28e459 - [INFO] - [E:105| 600]: Train Loss:0.0013573, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:33:21,836 - testrun_0a28e459 - [INFO] - [E:105| 700]: Train Loss:0.0013557, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:35:02,164 - testrun_0a28e459 - [INFO] - [E:105| 800]: Train Loss:0.0013571, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:36:38,973 - testrun_0a28e459 - [INFO] - [E:105| 900]: Train Loss:0.0013553, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:38:20,281 - testrun_0a28e459 - [INFO] - [E:105| 1000]: Train Loss:0.0013557, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:40:01,252 - testrun_0a28e459 - [INFO] - [E:105| 1100]: Train Loss:0.0013573, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:41:07,421 - testrun_0a28e459 - [INFO] - [Epoch:105]: Training Loss:0.001357
2023-04-30 03:41:07,644 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 03:41:33,179 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 03:41:46,268 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 03:42:30,219 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 03:42:45,655 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 105 valid]:
MRR: Tail : 0.42788, Head : 0.21652, Avg : 0.3222
2023-04-30 03:42:45,655 - testrun_0a28e459 - [INFO] - [Epoch 105]: Training Loss: 0.0013575, Valid MRR: 0.32347,
2023-04-30 03:42:46,829 - testrun_0a28e459 - [INFO] - [E:106| 0]: Train Loss:0.0012966, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:44:27,932 - testrun_0a28e459 - [INFO] - [E:106| 100]: Train Loss:0.0013228, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:46:09,199 - testrun_0a28e459 - [INFO] - [E:106| 200]: Train Loss:0.0013263, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:47:49,550 - testrun_0a28e459 - [INFO] - [E:106| 300]: Train Loss:0.0013389, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:49:30,317 - testrun_0a28e459 - [INFO] - [E:106| 400]: Train Loss:0.0013429, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:51:12,488 - testrun_0a28e459 - [INFO] - [E:106| 500]: Train Loss:0.0013459, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:52:49,460 - testrun_0a28e459 - [INFO] - [E:106| 600]: Train Loss:0.0013437, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:54:30,686 - testrun_0a28e459 - [INFO] - [E:106| 700]: Train Loss:0.0013443, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:56:11,822 - testrun_0a28e459 - [INFO] - [E:106| 800]: Train Loss:0.0013495, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:57:53,098 - testrun_0a28e459 - [INFO] - [E:106| 900]: Train Loss:0.001347, Val MRR:0.32347, testrun_0a28e459
2023-04-30 03:59:21,571 - testrun_0a28e459 - [INFO] - [E:106| 1000]: Train Loss:0.0013514, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:01:02,600 - testrun_0a28e459 - [INFO] - [E:106| 1100]: Train Loss:0.0013489, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:02:11,688 - testrun_0a28e459 - [INFO] - [Epoch:106]: Training Loss:0.001353
2023-04-30 04:02:12,083 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 04:02:47,343 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 04:03:00,911 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 04:03:44,643 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 04:04:00,253 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 106 valid]:
MRR: Tail : 0.42805, Head : 0.21637, Avg : 0.32221
2023-04-30 04:04:00,254 - testrun_0a28e459 - [INFO] - [Epoch 106]: Training Loss: 0.0013531, Valid MRR: 0.32347,
2023-04-30 04:04:01,548 - testrun_0a28e459 - [INFO] - [E:107| 0]: Train Loss:0.0013608, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:05:42,967 - testrun_0a28e459 - [INFO] - [E:107| 100]: Train Loss:0.0013118, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:07:19,517 - testrun_0a28e459 - [INFO] - [E:107| 200]: Train Loss:0.0013297, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:09:00,082 - testrun_0a28e459 - [INFO] - [E:107| 300]: Train Loss:0.0013424, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:10:41,182 - testrun_0a28e459 - [INFO] - [E:107| 400]: Train Loss:0.0013484, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:12:22,701 - testrun_0a28e459 - [INFO] - [E:107| 500]: Train Loss:0.0013531, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:14:03,703 - testrun_0a28e459 - [INFO] - [E:107| 600]: Train Loss:0.0013536, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:15:33,043 - testrun_0a28e459 - [INFO] - [E:107| 700]: Train Loss:0.0013501, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:17:14,517 - testrun_0a28e459 - [INFO] - [E:107| 800]: Train Loss:0.0013504, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:18:55,798 - testrun_0a28e459 - [INFO] - [E:107| 900]: Train Loss:0.0013492, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:20:36,783 - testrun_0a28e459 - [INFO] - [E:107| 1000]: Train Loss:0.0013485, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:22:18,411 - testrun_0a28e459 - [INFO] - [E:107| 1100]: Train Loss:0.0013508, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:23:22,744 - testrun_0a28e459 - [INFO] - [Epoch:107]: Training Loss:0.001352
2023-04-30 04:23:23,035 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 04:23:58,674 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 04:24:11,440 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 04:24:55,415 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 04:25:11,467 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 107 valid]:
MRR: Tail : 0.4281, Head : 0.21736, Avg : 0.32273
2023-04-30 04:25:11,468 - testrun_0a28e459 - [INFO] - [Epoch 107]: Training Loss: 0.0013518, Valid MRR: 0.32347,
2023-04-30 04:25:12,486 - testrun_0a28e459 - [INFO] - [E:108| 0]: Train Loss:0.0013595, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:26:53,205 - testrun_0a28e459 - [INFO] - [E:108| 100]: Train Loss:0.0013392, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:28:34,464 - testrun_0a28e459 - [INFO] - [E:108| 200]: Train Loss:0.0013365, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:30:15,845 - testrun_0a28e459 - [INFO] - [E:108| 300]: Train Loss:0.0013438, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:31:57,299 - testrun_0a28e459 - [INFO] - [E:108| 400]: Train Loss:0.0013387, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:33:26,427 - testrun_0a28e459 - [INFO] - [E:108| 500]: Train Loss:0.0013423, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:35:07,225 - testrun_0a28e459 - [INFO] - [E:108| 600]: Train Loss:0.0013422, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:36:47,875 - testrun_0a28e459 - [INFO] - [E:108| 700]: Train Loss:0.0013441, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:38:24,848 - testrun_0a28e459 - [INFO] - [E:108| 800]: Train Loss:0.0013484, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:40:06,573 - testrun_0a28e459 - [INFO] - [E:108| 900]: Train Loss:0.0013478, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:41:47,361 - testrun_0a28e459 - [INFO] - [E:108| 1000]: Train Loss:0.0013459, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:43:28,478 - testrun_0a28e459 - [INFO] - [E:108| 1100]: Train Loss:0.0013473, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:44:37,869 - testrun_0a28e459 - [INFO] - [Epoch:108]: Training Loss:0.001351
2023-04-30 04:44:38,272 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 04:45:13,690 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 04:45:26,600 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 04:46:10,573 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 04:46:26,359 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 108 valid]:
MRR: Tail : 0.42844, Head : 0.2158, Avg : 0.32212
2023-04-30 04:46:26,359 - testrun_0a28e459 - [INFO] - [Epoch 108]: Training Loss: 0.0013505, Valid MRR: 0.32347,
2023-04-30 04:46:27,546 - testrun_0a28e459 - [INFO] - [E:109| 0]: Train Loss:0.0013198, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:48:09,491 - testrun_0a28e459 - [INFO] - [E:109| 100]: Train Loss:0.0013663, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:49:38,548 - testrun_0a28e459 - [INFO] - [E:109| 200]: Train Loss:0.0013666, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:51:20,407 - testrun_0a28e459 - [INFO] - [E:109| 300]: Train Loss:0.0013674, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:53:01,660 - testrun_0a28e459 - [INFO] - [E:109| 400]: Train Loss:0.0013616, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:54:37,849 - testrun_0a28e459 - [INFO] - [E:109| 500]: Train Loss:0.0013566, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:56:18,266 - testrun_0a28e459 - [INFO] - [E:109| 600]: Train Loss:0.0013507, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:57:59,281 - testrun_0a28e459 - [INFO] - [E:109| 700]: Train Loss:0.0013504, Val MRR:0.32347, testrun_0a28e459
2023-04-30 04:59:40,499 - testrun_0a28e459 - [INFO] - [E:109| 800]: Train Loss:0.0013499, Val MRR:0.32347, testrun_0a28e459
2023-04-30 05:01:21,826 - testrun_0a28e459 - [INFO] - [E:109| 900]: Train Loss:0.0013488, Val MRR:0.32347, testrun_0a28e459
2023-04-30 05:03:03,021 - testrun_0a28e459 - [INFO] - [E:109| 1000]: Train Loss:0.001351, Val MRR:0.32347, testrun_0a28e459
2023-04-30 05:04:43,715 - testrun_0a28e459 - [INFO] - [E:109| 1100]: Train Loss:0.0013495, Val MRR:0.32347, testrun_0a28e459
2023-04-30 05:05:52,851 - testrun_0a28e459 - [INFO] - [Epoch:109]: Training Loss:0.001347
2023-04-30 05:05:53,226 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 05:06:23,630 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 05:06:31,855 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 05:07:10,367 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 05:07:25,773 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 109 valid]:
MRR: Tail : 0.42951, Head : 0.21697, Avg : 0.32324
MR: Tail : 154.62, Head : 345.13, Avg : 249.88
Hit-1: Tail : 0.33824, Head : 0.13921, Avg : 0.23872
Hit-3: Tail : 0.46878, Head : 0.2353, Avg : 0.35204
Hit-10: Tail : 0.60907, Head : 0.37656, Avg : 0.49281
2023-04-30 05:07:25,773 - testrun_0a28e459 - [INFO] - [Epoch 109]: Training Loss: 0.0013473, Valid MRR: 0.32347,
2023-04-30 05:07:26,946 - testrun_0a28e459 - [INFO] - [E:110| 0]: Train Loss:0.00136, Val MRR:0.32347, testrun_0a28e459
2023-04-30 05:09:03,187 - testrun_0a28e459 - [INFO] - [E:110| 100]: Train Loss:0.0013119, Val MRR:0.32347, testrun_0a28e459
2023-04-30 05:10:44,153 - testrun_0a28e459 - [INFO] - [E:110| 200]: Train Loss:0.0013419, Val MRR:0.32347, testrun_0a28e459
2023-04-30 05:12:25,247 - testrun_0a28e459 - [INFO] - [E:110| 300]: Train Loss:0.0013449, Val MRR:0.32347, testrun_0a28e459
2023-04-30 05:14:06,684 - testrun_0a28e459 - [INFO] - [E:110| 400]: Train Loss:0.0013389, Val MRR:0.32347, testrun_0a28e459
2023-04-30 05:15:47,904 - testrun_0a28e459 - [INFO] - [E:110| 500]: Train Loss:0.0013492, Val MRR:0.32347, testrun_0a28e459
2023-04-30 05:17:29,627 - testrun_0a28e459 - [INFO] - [E:110| 600]: Train Loss:0.0013471, Val MRR:0.32347, testrun_0a28e459
2023-04-30 05:19:10,831 - testrun_0a28e459 - [INFO] - [E:110| 700]: Train Loss:0.001344, Val MRR:0.32347, testrun_0a28e459
2023-04-30 05:20:51,581 - testrun_0a28e459 - [INFO] - [E:110| 800]: Train Loss:0.0013464, Val MRR:0.32347, testrun_0a28e459
2023-04-30 05:22:32,264 - testrun_0a28e459 - [INFO] - [E:110| 900]: Train Loss:0.0013478, Val MRR:0.32347, testrun_0a28e459
2023-04-30 05:24:01,864 - testrun_0a28e459 - [INFO] - [E:110| 1000]: Train Loss:0.0013466, Val MRR:0.32347, testrun_0a28e459
2023-04-30 05:25:37,998 - testrun_0a28e459 - [INFO] - [E:110| 1100]: Train Loss:0.0013436, Val MRR:0.32347, testrun_0a28e459
2023-04-30 05:26:47,069 - testrun_0a28e459 - [INFO] - [Epoch:110]: Training Loss:0.001344
2023-04-30 05:26:47,415 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 05:27:22,572 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 05:27:35,927 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 05:28:20,262 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 05:28:35,951 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 110 valid]:
MRR: Tail : 0.43094, Head : 0.2182, Avg : 0.32457
2023-04-30 05:28:37,027 - testrun_0a28e459 - [INFO] - [Epoch 110]: Training Loss: 0.0013435, Valid MRR: 0.32457,
2023-04-30 05:28:38,248 - testrun_0a28e459 - [INFO] - [E:111| 0]: Train Loss:0.0012895, Val MRR:0.32457, testrun_0a28e459
2023-04-30 05:30:19,042 - testrun_0a28e459 - [INFO] - [E:111| 100]: Train Loss:0.0013312, Val MRR:0.32457, testrun_0a28e459
2023-04-30 05:32:00,214 - testrun_0a28e459 - [INFO] - [E:111| 200]: Train Loss:0.0013501, Val MRR:0.32457, testrun_0a28e459
2023-04-30 05:33:41,352 - testrun_0a28e459 - [INFO] - [E:111| 300]: Train Loss:0.0013428, Val MRR:0.32457, testrun_0a28e459
2023-04-30 05:35:22,530 - testrun_0a28e459 - [INFO] - [E:111| 400]: Train Loss:0.00134, Val MRR:0.32457, testrun_0a28e459
2023-04-30 05:37:04,131 - testrun_0a28e459 - [INFO] - [E:111| 500]: Train Loss:0.0013363, Val MRR:0.32457, testrun_0a28e459
2023-04-30 05:38:44,727 - testrun_0a28e459 - [INFO] - [E:111| 600]: Train Loss:0.0013334, Val MRR:0.32457, testrun_0a28e459
2023-04-30 05:40:21,429 - testrun_0a28e459 - [INFO] - [E:111| 700]: Train Loss:0.0013308, Val MRR:0.32457, testrun_0a28e459
2023-04-30 05:41:50,228 - testrun_0a28e459 - [INFO] - [E:111| 800]: Train Loss:0.0013297, Val MRR:0.32457, testrun_0a28e459
2023-04-30 05:43:31,802 - testrun_0a28e459 - [INFO] - [E:111| 900]: Train Loss:0.0013332, Val MRR:0.32457, testrun_0a28e459
2023-04-30 05:45:13,420 - testrun_0a28e459 - [INFO] - [E:111| 1000]: Train Loss:0.0013355, Val MRR:0.32457, testrun_0a28e459
2023-04-30 05:46:54,833 - testrun_0a28e459 - [INFO] - [E:111| 1100]: Train Loss:0.0013388, Val MRR:0.32457, testrun_0a28e459
2023-04-30 05:48:03,924 - testrun_0a28e459 - [INFO] - [Epoch:111]: Training Loss:0.001339
2023-04-30 05:48:04,439 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 05:48:39,409 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 05:48:52,772 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 05:49:36,933 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 05:49:53,180 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 111 valid]:
MRR: Tail : 0.4289, Head : 0.2192, Avg : 0.32405
2023-04-30 05:49:53,181 - testrun_0a28e459 - [INFO] - [Epoch 111]: Training Loss: 0.0013394, Valid MRR: 0.32457,
2023-04-30 05:49:54,024 - testrun_0a28e459 - [INFO] - [E:112| 0]: Train Loss:0.0013819, Val MRR:0.32457, testrun_0a28e459
2023-04-30 05:51:34,577 - testrun_0a28e459 - [INFO] - [E:112| 100]: Train Loss:0.0013055, Val MRR:0.32457, testrun_0a28e459
2023-04-30 05:53:15,992 - testrun_0a28e459 - [INFO] - [E:112| 200]: Train Loss:0.0013207, Val MRR:0.32457, testrun_0a28e459
2023-04-30 05:54:52,397 - testrun_0a28e459 - [INFO] - [E:112| 300]: Train Loss:0.0013314, Val MRR:0.32457, testrun_0a28e459
2023-04-30 05:56:33,868 - testrun_0a28e459 - [INFO] - [E:112| 400]: Train Loss:0.0013308, Val MRR:0.32457, testrun_0a28e459
2023-04-30 05:58:03,682 - testrun_0a28e459 - [INFO] - [E:112| 500]: Train Loss:0.0013322, Val MRR:0.32457, testrun_0a28e459
2023-04-30 05:59:44,684 - testrun_0a28e459 - [INFO] - [E:112| 600]: Train Loss:0.0013362, Val MRR:0.32457, testrun_0a28e459
2023-04-30 06:01:25,831 - testrun_0a28e459 - [INFO] - [E:112| 700]: Train Loss:0.0013416, Val MRR:0.32457, testrun_0a28e459
2023-04-30 06:03:06,813 - testrun_0a28e459 - [INFO] - [E:112| 800]: Train Loss:0.001342, Val MRR:0.32457, testrun_0a28e459
2023-04-30 06:04:47,858 - testrun_0a28e459 - [INFO] - [E:112| 900]: Train Loss:0.0013396, Val MRR:0.32457, testrun_0a28e459
2023-04-30 06:06:29,722 - testrun_0a28e459 - [INFO] - [E:112| 1000]: Train Loss:0.0013382, Val MRR:0.32457, testrun_0a28e459
2023-04-30 06:08:10,748 - testrun_0a28e459 - [INFO] - [E:112| 1100]: Train Loss:0.0013377, Val MRR:0.32457, testrun_0a28e459
2023-04-30 06:09:20,057 - testrun_0a28e459 - [INFO] - [Epoch:112]: Training Loss:0.001336
2023-04-30 06:09:20,572 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 06:09:54,879 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 06:10:03,161 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 06:10:47,294 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 06:11:03,266 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 112 valid]:
MRR: Tail : 0.42831, Head : 0.22145, Avg : 0.32488
2023-04-30 06:11:04,487 - testrun_0a28e459 - [INFO] - [Epoch 112]: Training Loss: 0.0013364, Valid MRR: 0.32488,
2023-04-30 06:11:05,559 - testrun_0a28e459 - [INFO] - [E:113| 0]: Train Loss:0.0013461, Val MRR:0.32488, testrun_0a28e459
2023-04-30 06:12:46,178 - testrun_0a28e459 - [INFO] - [E:113| 100]: Train Loss:0.0013237, Val MRR:0.32488, testrun_0a28e459
2023-04-30 06:14:27,249 - testrun_0a28e459 - [INFO] - [E:113| 200]: Train Loss:0.0013254, Val MRR:0.32488, testrun_0a28e459
2023-04-30 06:15:56,252 - testrun_0a28e459 - [INFO] - [E:113| 300]: Train Loss:0.0013162, Val MRR:0.32488, testrun_0a28e459
2023-04-30 06:17:37,496 - testrun_0a28e459 - [INFO] - [E:113| 400]: Train Loss:0.001311, Val MRR:0.32488, testrun_0a28e459
2023-04-30 06:19:18,571 - testrun_0a28e459 - [INFO] - [E:113| 500]: Train Loss:0.0013113, Val MRR:0.32488, testrun_0a28e459
2023-04-30 06:20:59,148 - testrun_0a28e459 - [INFO] - [E:113| 600]: Train Loss:0.0013205, Val MRR:0.32488, testrun_0a28e459
2023-04-30 06:22:39,869 - testrun_0a28e459 - [INFO] - [E:113| 700]: Train Loss:0.0013214, Val MRR:0.32488, testrun_0a28e459
2023-04-30 06:24:20,956 - testrun_0a28e459 - [INFO] - [E:113| 800]: Train Loss:0.0013267, Val MRR:0.32488, testrun_0a28e459
2023-04-30 06:25:57,376 - testrun_0a28e459 - [INFO] - [E:113| 900]: Train Loss:0.001325, Val MRR:0.32488, testrun_0a28e459
2023-04-30 06:27:38,337 - testrun_0a28e459 - [INFO] - [E:113| 1000]: Train Loss:0.0013275, Val MRR:0.32488, testrun_0a28e459
2023-04-30 06:29:19,744 - testrun_0a28e459 - [INFO] - [E:113| 1100]: Train Loss:0.0013324, Val MRR:0.32488, testrun_0a28e459
2023-04-30 06:30:28,588 - testrun_0a28e459 - [INFO] - [Epoch:113]: Training Loss:0.001333
2023-04-30 06:30:29,025 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 06:31:04,107 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 06:31:17,324 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 06:31:57,662 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 06:32:06,617 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 113 valid]:
MRR: Tail : 0.42871, Head : 0.2221, Avg : 0.32541
2023-04-30 06:32:07,808 - testrun_0a28e459 - [INFO] - [Epoch 113]: Training Loss: 0.0013335, Valid MRR: 0.32541,
2023-04-30 06:32:08,525 - testrun_0a28e459 - [INFO] - [E:114| 0]: Train Loss:0.0013208, Val MRR:0.32541, testrun_0a28e459
2023-04-30 06:33:45,015 - testrun_0a28e459 - [INFO] - [E:114| 100]: Train Loss:0.0013268, Val MRR:0.32541, testrun_0a28e459
2023-04-30 06:35:26,591 - testrun_0a28e459 - [INFO] - [E:114| 200]: Train Loss:0.0013359, Val MRR:0.32541, testrun_0a28e459
2023-04-30 06:37:07,492 - testrun_0a28e459 - [INFO] - [E:114| 300]: Train Loss:0.0013309, Val MRR:0.32541, testrun_0a28e459
2023-04-30 06:38:48,133 - testrun_0a28e459 - [INFO] - [E:114| 400]: Train Loss:0.0013303, Val MRR:0.32541, testrun_0a28e459
2023-04-30 06:40:29,317 - testrun_0a28e459 - [INFO] - [E:114| 500]: Train Loss:0.0013318, Val MRR:0.32541, testrun_0a28e459
2023-04-30 06:42:06,018 - testrun_0a28e459 - [INFO] - [E:114| 600]: Train Loss:0.0013344, Val MRR:0.32541, testrun_0a28e459
2023-04-30 06:43:46,662 - testrun_0a28e459 - [INFO] - [E:114| 700]: Train Loss:0.0013292, Val MRR:0.32541, testrun_0a28e459
2023-04-30 06:45:27,727 - testrun_0a28e459 - [INFO] - [E:114| 800]: Train Loss:0.0013395, Val MRR:0.32541, testrun_0a28e459
2023-04-30 06:47:08,760 - testrun_0a28e459 - [INFO] - [E:114| 900]: Train Loss:0.0013362, Val MRR:0.32541, testrun_0a28e459
2023-04-30 06:48:49,505 - testrun_0a28e459 - [INFO] - [E:114| 1000]: Train Loss:0.0013348, Val MRR:0.32541, testrun_0a28e459
2023-04-30 06:50:18,358 - testrun_0a28e459 - [INFO] - [E:114| 1100]: Train Loss:0.0013333, Val MRR:0.32541, testrun_0a28e459
2023-04-30 06:51:27,562 - testrun_0a28e459 - [INFO] - [Epoch:114]: Training Loss:0.001332
2023-04-30 06:51:28,007 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 06:52:03,046 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 06:52:16,047 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 06:53:00,129 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 06:53:15,489 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 114 valid]:
MRR: Tail : 0.42941, Head : 0.22284, Avg : 0.32612
2023-04-30 06:53:16,573 - testrun_0a28e459 - [INFO] - [Epoch 114]: Training Loss: 0.0013322, Valid MRR: 0.32612,
2023-04-30 06:53:17,394 - testrun_0a28e459 - [INFO] - [E:115| 0]: Train Loss:0.0016019, Val MRR:0.32612, testrun_0a28e459
2023-04-30 06:54:58,560 - testrun_0a28e459 - [INFO] - [E:115| 100]: Train Loss:0.0013223, Val MRR:0.32612, testrun_0a28e459
2023-04-30 06:56:35,369 - testrun_0a28e459 - [INFO] - [E:115| 200]: Train Loss:0.001312, Val MRR:0.32612, testrun_0a28e459
2023-04-30 06:58:17,263 - testrun_0a28e459 - [INFO] - [E:115| 300]: Train Loss:0.001322, Val MRR:0.32612, testrun_0a28e459
2023-04-30 06:59:58,203 - testrun_0a28e459 - [INFO] - [E:115| 400]: Train Loss:0.0013214, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:01:39,689 - testrun_0a28e459 - [INFO] - [E:115| 500]: Train Loss:0.0013258, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:03:20,829 - testrun_0a28e459 - [INFO] - [E:115| 600]: Train Loss:0.0013228, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:05:02,289 - testrun_0a28e459 - [INFO] - [E:115| 700]: Train Loss:0.0013245, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:06:31,254 - testrun_0a28e459 - [INFO] - [E:115| 800]: Train Loss:0.0013255, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:08:12,395 - testrun_0a28e459 - [INFO] - [E:115| 900]: Train Loss:0.0013263, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:09:54,153 - testrun_0a28e459 - [INFO] - [E:115| 1000]: Train Loss:0.0013262, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:11:34,428 - testrun_0a28e459 - [INFO] - [E:115| 1100]: Train Loss:0.0013259, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:12:40,191 - testrun_0a28e459 - [INFO] - [Epoch:115]: Training Loss:0.001328
2023-04-30 07:12:40,578 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 07:13:14,805 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 07:13:28,075 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 07:14:12,037 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 07:14:27,878 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 115 valid]:
MRR: Tail : 0.42832, Head : 0.2174, Avg : 0.32286
2023-04-30 07:14:27,878 - testrun_0a28e459 - [INFO] - [Epoch 115]: Training Loss: 0.0013276, Valid MRR: 0.32612,
2023-04-30 07:14:28,931 - testrun_0a28e459 - [INFO] - [E:116| 0]: Train Loss:0.0013161, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:16:09,752 - testrun_0a28e459 - [INFO] - [E:116| 100]: Train Loss:0.0013094, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:17:50,554 - testrun_0a28e459 - [INFO] - [E:116| 200]: Train Loss:0.0013305, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:19:31,185 - testrun_0a28e459 - [INFO] - [E:116| 300]: Train Loss:0.0013186, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:21:09,872 - testrun_0a28e459 - [INFO] - [E:116| 400]: Train Loss:0.0013094, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:22:48,742 - testrun_0a28e459 - [INFO] - [E:116| 500]: Train Loss:0.0013215, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:24:13,901 - testrun_0a28e459 - [INFO] - [E:116| 600]: Train Loss:0.0013265, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:25:53,855 - testrun_0a28e459 - [INFO] - [E:116| 700]: Train Loss:0.0013274, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:27:27,602 - testrun_0a28e459 - [INFO] - [E:116| 800]: Train Loss:0.0013251, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:29:06,553 - testrun_0a28e459 - [INFO] - [E:116| 900]: Train Loss:0.0013261, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:30:46,116 - testrun_0a28e459 - [INFO] - [E:116| 1000]: Train Loss:0.0013242, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:32:24,564 - testrun_0a28e459 - [INFO] - [E:116| 1100]: Train Loss:0.0013239, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:33:32,003 - testrun_0a28e459 - [INFO] - [Epoch:116]: Training Loss:0.001324
2023-04-30 07:33:32,433 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 07:34:06,984 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 07:34:19,626 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 07:35:00,305 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 07:35:14,652 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 116 valid]:
MRR: Tail : 0.42903, Head : 0.21942, Avg : 0.32423
2023-04-30 07:35:14,652 - testrun_0a28e459 - [INFO] - [Epoch 116]: Training Loss: 0.0013244, Valid MRR: 0.32612,
2023-04-30 07:35:15,682 - testrun_0a28e459 - [INFO] - [E:117| 0]: Train Loss:0.0013897, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:36:55,227 - testrun_0a28e459 - [INFO] - [E:117| 100]: Train Loss:0.0013106, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:38:33,661 - testrun_0a28e459 - [INFO] - [E:117| 200]: Train Loss:0.0013218, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:40:06,015 - testrun_0a28e459 - [INFO] - [E:117| 300]: Train Loss:0.0013226, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:41:37,993 - testrun_0a28e459 - [INFO] - [E:117| 400]: Train Loss:0.0013206, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:43:11,730 - testrun_0a28e459 - [INFO] - [E:117| 500]: Train Loss:0.0013182, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:44:50,711 - testrun_0a28e459 - [INFO] - [E:117| 600]: Train Loss:0.0013204, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:46:30,218 - testrun_0a28e459 - [INFO] - [E:117| 700]: Train Loss:0.001317, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:48:09,082 - testrun_0a28e459 - [INFO] - [E:117| 800]: Train Loss:0.0013193, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:49:46,948 - testrun_0a28e459 - [INFO] - [E:117| 900]: Train Loss:0.0013179, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:51:25,358 - testrun_0a28e459 - [INFO] - [E:117| 1000]: Train Loss:0.0013239, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:53:04,342 - testrun_0a28e459 - [INFO] - [E:117| 1100]: Train Loss:0.0013227, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:54:12,001 - testrun_0a28e459 - [INFO] - [Epoch:117]: Training Loss:0.001323
2023-04-30 07:54:12,425 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 07:54:46,772 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 07:54:59,720 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 07:55:39,701 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 07:55:53,962 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 117 valid]:
MRR: Tail : 0.4292, Head : 0.22194, Avg : 0.32557
2023-04-30 07:55:53,962 - testrun_0a28e459 - [INFO] - [Epoch 117]: Training Loss: 0.001323, Valid MRR: 0.32612,
2023-04-30 07:55:54,956 - testrun_0a28e459 - [INFO] - [E:118| 0]: Train Loss:0.0013286, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:57:16,654 - testrun_0a28e459 - [INFO] - [E:118| 100]: Train Loss:0.0012959, Val MRR:0.32612, testrun_0a28e459
2023-04-30 07:58:53,271 - testrun_0a28e459 - [INFO] - [E:118| 200]: Train Loss:0.0013094, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:00:32,277 - testrun_0a28e459 - [INFO] - [E:118| 300]: Train Loss:0.0013184, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:02:11,089 - testrun_0a28e459 - [INFO] - [E:118| 400]: Train Loss:0.001315, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:03:48,704 - testrun_0a28e459 - [INFO] - [E:118| 500]: Train Loss:0.0013156, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:05:27,120 - testrun_0a28e459 - [INFO] - [E:118| 600]: Train Loss:0.0013139, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:07:06,096 - testrun_0a28e459 - [INFO] - [E:118| 700]: Train Loss:0.0013141, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:08:45,887 - testrun_0a28e459 - [INFO] - [E:118| 800]: Train Loss:0.0013162, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:10:24,208 - testrun_0a28e459 - [INFO] - [E:118| 900]: Train Loss:0.0013139, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:12:02,182 - testrun_0a28e459 - [INFO] - [E:118| 1000]: Train Loss:0.0013173, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:13:35,303 - testrun_0a28e459 - [INFO] - [E:118| 1100]: Train Loss:0.0013166, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:14:32,498 - testrun_0a28e459 - [INFO] - [Epoch:118]: Training Loss:0.00132
2023-04-30 08:14:32,730 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 08:15:03,812 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 08:15:16,339 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 08:15:55,887 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 08:16:10,242 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 118 valid]:
MRR: Tail : 0.42863, Head : 0.22162, Avg : 0.32513
2023-04-30 08:16:10,242 - testrun_0a28e459 - [INFO] - [Epoch 118]: Training Loss: 0.0013202, Valid MRR: 0.32612,
2023-04-30 08:16:11,260 - testrun_0a28e459 - [INFO] - [E:119| 0]: Train Loss:0.0012869, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:17:50,490 - testrun_0a28e459 - [INFO] - [E:119| 100]: Train Loss:0.001316, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:19:29,978 - testrun_0a28e459 - [INFO] - [E:119| 200]: Train Loss:0.0013173, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:21:08,534 - testrun_0a28e459 - [INFO] - [E:119| 300]: Train Loss:0.0013088, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:22:46,462 - testrun_0a28e459 - [INFO] - [E:119| 400]: Train Loss:0.0013054, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:24:25,073 - testrun_0a28e459 - [INFO] - [E:119| 500]: Train Loss:0.0013008, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:26:03,573 - testrun_0a28e459 - [INFO] - [E:119| 600]: Train Loss:0.0013123, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:27:38,085 - testrun_0a28e459 - [INFO] - [E:119| 700]: Train Loss:0.001322, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:29:16,250 - testrun_0a28e459 - [INFO] - [E:119| 800]: Train Loss:0.0013185, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:30:54,789 - testrun_0a28e459 - [INFO] - [E:119| 900]: Train Loss:0.0013164, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:32:21,083 - testrun_0a28e459 - [INFO] - [E:119| 1000]: Train Loss:0.0013202, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:33:58,770 - testrun_0a28e459 - [INFO] - [E:119| 1100]: Train Loss:0.0013211, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:35:06,137 - testrun_0a28e459 - [INFO] - [Epoch:119]: Training Loss:0.001321
2023-04-30 08:35:06,460 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 08:35:40,642 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 08:35:53,239 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 08:36:32,612 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 08:36:46,807 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 119 valid]:
MRR: Tail : 0.42854, Head : 0.2231, Avg : 0.32582
MR: Tail : 165.87, Head : 347.0, Avg : 256.43
Hit-1: Tail : 0.3367, Head : 0.144, Avg : 0.24035
Hit-3: Tail : 0.46952, Head : 0.24562, Avg : 0.35757
Hit-10: Tail : 0.61101, Head : 0.38318, Avg : 0.49709
2023-04-30 08:36:46,807 - testrun_0a28e459 - [INFO] - [Epoch 119]: Training Loss: 0.0013208, Valid MRR: 0.32612,
2023-04-30 08:36:47,858 - testrun_0a28e459 - [INFO] - [E:120| 0]: Train Loss:0.0014208, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:38:26,903 - testrun_0a28e459 - [INFO] - [E:120| 100]: Train Loss:0.0013189, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:40:06,339 - testrun_0a28e459 - [INFO] - [E:120| 200]: Train Loss:0.0013217, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:41:45,203 - testrun_0a28e459 - [INFO] - [E:120| 300]: Train Loss:0.0013155, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:43:19,342 - testrun_0a28e459 - [INFO] - [E:120| 400]: Train Loss:0.0013142, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:44:57,704 - testrun_0a28e459 - [INFO] - [E:120| 500]: Train Loss:0.0013182, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:46:36,055 - testrun_0a28e459 - [INFO] - [E:120| 600]: Train Loss:0.0013199, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:48:03,759 - testrun_0a28e459 - [INFO] - [E:120| 700]: Train Loss:0.0013279, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:49:39,269 - testrun_0a28e459 - [INFO] - [E:120| 800]: Train Loss:0.0013252, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:51:18,651 - testrun_0a28e459 - [INFO] - [E:120| 900]: Train Loss:0.0013214, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:52:58,272 - testrun_0a28e459 - [INFO] - [E:120| 1000]: Train Loss:0.0013185, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:54:37,069 - testrun_0a28e459 - [INFO] - [E:120| 1100]: Train Loss:0.0013172, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:55:44,204 - testrun_0a28e459 - [INFO] - [Epoch:120]: Training Loss:0.001315
2023-04-30 08:55:44,628 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 08:56:19,120 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 08:56:31,889 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 08:57:13,719 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 08:57:27,025 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 120 valid]:
MRR: Tail : 0.42863, Head : 0.22353, Avg : 0.32608
2023-04-30 08:57:27,025 - testrun_0a28e459 - [INFO] - [Epoch 120]: Training Loss: 0.0013148, Valid MRR: 0.32612,
2023-04-30 08:57:27,755 - testrun_0a28e459 - [INFO] - [E:121| 0]: Train Loss:0.0011642, Val MRR:0.32612, testrun_0a28e459
2023-04-30 08:59:02,850 - testrun_0a28e459 - [INFO] - [E:121| 100]: Train Loss:0.0012679, Val MRR:0.32612, testrun_0a28e459
2023-04-30 09:00:42,208 - testrun_0a28e459 - [INFO] - [E:121| 200]: Train Loss:0.0012926, Val MRR:0.32612, testrun_0a28e459
2023-04-30 09:02:20,240 - testrun_0a28e459 - [INFO] - [E:121| 300]: Train Loss:0.0013165, Val MRR:0.32612, testrun_0a28e459
2023-04-30 09:03:58,379 - testrun_0a28e459 - [INFO] - [E:121| 400]: Train Loss:0.0013035, Val MRR:0.32612, testrun_0a28e459
2023-04-30 09:05:23,587 - testrun_0a28e459 - [INFO] - [E:121| 500]: Train Loss:0.0013033, Val MRR:0.32612, testrun_0a28e459
2023-04-30 09:07:02,114 - testrun_0a28e459 - [INFO] - [E:121| 600]: Train Loss:0.0013027, Val MRR:0.32612, testrun_0a28e459
2023-04-30 09:08:41,064 - testrun_0a28e459 - [INFO] - [E:121| 700]: Train Loss:0.0013088, Val MRR:0.32612, testrun_0a28e459
2023-04-30 09:10:20,145 - testrun_0a28e459 - [INFO] - [E:121| 800]: Train Loss:0.0013117, Val MRR:0.32612, testrun_0a28e459
2023-04-30 09:11:59,786 - testrun_0a28e459 - [INFO] - [E:121| 900]: Train Loss:0.0013099, Val MRR:0.32612, testrun_0a28e459
2023-04-30 09:13:31,695 - testrun_0a28e459 - [INFO] - [E:121| 1000]: Train Loss:0.0013101, Val MRR:0.32612, testrun_0a28e459
2023-04-30 09:15:10,847 - testrun_0a28e459 - [INFO] - [E:121| 1100]: Train Loss:0.0013116, Val MRR:0.32612, testrun_0a28e459
2023-04-30 09:16:17,924 - testrun_0a28e459 - [INFO] - [Epoch:121]: Training Loss:0.001312
2023-04-30 09:16:18,435 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 09:16:52,604 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 09:17:05,315 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 09:17:44,713 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 09:17:59,006 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 121 valid]:
MRR: Tail : 0.42981, Head : 0.22464, Avg : 0.32723
2023-04-30 09:18:00,889 - testrun_0a28e459 - [INFO] - [Epoch 121]: Training Loss: 0.0013117, Valid MRR: 0.32723,
2023-04-30 09:18:01,792 - testrun_0a28e459 - [INFO] - [E:122| 0]: Train Loss:0.0013184, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:19:40,445 - testrun_0a28e459 - [INFO] - [E:122| 100]: Train Loss:0.0013734, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:21:16,956 - testrun_0a28e459 - [INFO] - [E:122| 200]: Train Loss:0.0013455, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:22:43,520 - testrun_0a28e459 - [INFO] - [E:122| 300]: Train Loss:0.0013262, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:24:22,341 - testrun_0a28e459 - [INFO] - [E:122| 400]: Train Loss:0.0013232, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:26:01,366 - testrun_0a28e459 - [INFO] - [E:122| 500]: Train Loss:0.0013214, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:27:40,067 - testrun_0a28e459 - [INFO] - [E:122| 600]: Train Loss:0.0013162, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:29:13,323 - testrun_0a28e459 - [INFO] - [E:122| 700]: Train Loss:0.001314, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:30:51,978 - testrun_0a28e459 - [INFO] - [E:122| 800]: Train Loss:0.00131, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:32:31,939 - testrun_0a28e459 - [INFO] - [E:122| 900]: Train Loss:0.00131, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:34:11,003 - testrun_0a28e459 - [INFO] - [E:122| 1000]: Train Loss:0.0013075, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:35:49,592 - testrun_0a28e459 - [INFO] - [E:122| 1100]: Train Loss:0.0013084, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:36:57,104 - testrun_0a28e459 - [INFO] - [Epoch:122]: Training Loss:0.001308
2023-04-30 09:36:57,534 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 09:37:31,180 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 09:37:44,276 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 09:38:22,341 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 09:38:31,906 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 122 valid]:
MRR: Tail : 0.42854, Head : 0.22411, Avg : 0.32633
2023-04-30 09:38:31,907 - testrun_0a28e459 - [INFO] - [Epoch 122]: Training Loss: 0.0013075, Valid MRR: 0.32723,
2023-04-30 09:38:32,612 - testrun_0a28e459 - [INFO] - [E:123| 0]: Train Loss:0.0013628, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:40:05,401 - testrun_0a28e459 - [INFO] - [E:123| 100]: Train Loss:0.0012783, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:41:43,156 - testrun_0a28e459 - [INFO] - [E:123| 200]: Train Loss:0.0012953, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:43:22,039 - testrun_0a28e459 - [INFO] - [E:123| 300]: Train Loss:0.0013028, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:44:55,700 - testrun_0a28e459 - [INFO] - [E:123| 400]: Train Loss:0.001303, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:46:34,627 - testrun_0a28e459 - [INFO] - [E:123| 500]: Train Loss:0.0013015, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:48:12,860 - testrun_0a28e459 - [INFO] - [E:123| 600]: Train Loss:0.0013031, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:49:51,930 - testrun_0a28e459 - [INFO] - [E:123| 700]: Train Loss:0.001302, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:51:30,498 - testrun_0a28e459 - [INFO] - [E:123| 800]: Train Loss:0.0013023, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:53:09,131 - testrun_0a28e459 - [INFO] - [E:123| 900]: Train Loss:0.0013026, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:54:47,390 - testrun_0a28e459 - [INFO] - [E:123| 1000]: Train Loss:0.0013041, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:56:12,064 - testrun_0a28e459 - [INFO] - [E:123| 1100]: Train Loss:0.0013005, Val MRR:0.32723, testrun_0a28e459
2023-04-30 09:57:19,834 - testrun_0a28e459 - [INFO] - [Epoch:123]: Training Loss:0.001306
2023-04-30 09:57:20,254 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 09:57:54,133 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 09:58:06,685 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 09:58:44,876 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 09:58:54,847 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 123 valid]:
MRR: Tail : 0.42287, Head : 0.21963, Avg : 0.32125
2023-04-30 09:58:54,848 - testrun_0a28e459 - [INFO] - [Epoch 123]: Training Loss: 0.0013062, Valid MRR: 0.32723,
2023-04-30 09:58:55,695 - testrun_0a28e459 - [INFO] - [E:124| 0]: Train Loss:0.0012578, Val MRR:0.32723, testrun_0a28e459
2023-04-30 10:00:33,774 - testrun_0a28e459 - [INFO] - [E:124| 100]: Train Loss:0.0013468, Val MRR:0.32723, testrun_0a28e459
2023-04-30 10:02:12,552 - testrun_0a28e459 - [INFO] - [E:124| 200]: Train Loss:0.0013234, Val MRR:0.32723, testrun_0a28e459
2023-04-30 10:03:51,246 - testrun_0a28e459 - [INFO] - [E:124| 300]: Train Loss:0.0013057, Val MRR:0.32723, testrun_0a28e459
2023-04-30 10:05:30,204 - testrun_0a28e459 - [INFO] - [E:124| 400]: Train Loss:0.0013096, Val MRR:0.32723, testrun_0a28e459
2023-04-30 10:07:09,354 - testrun_0a28e459 - [INFO] - [E:124| 500]: Train Loss:0.0013062, Val MRR:0.32723, testrun_0a28e459
2023-04-30 10:08:48,992 - testrun_0a28e459 - [INFO] - [E:124| 600]: Train Loss:0.0013009, Val MRR:0.32723, testrun_0a28e459
2023-04-30 10:10:28,489 - testrun_0a28e459 - [INFO] - [E:124| 700]: Train Loss:0.0013066, Val MRR:0.32723, testrun_0a28e459
2023-04-30 10:12:07,496 - testrun_0a28e459 - [INFO] - [E:124| 800]: Train Loss:0.0013063, Val MRR:0.32723, testrun_0a28e459
2023-04-30 10:13:32,833 - testrun_0a28e459 - [INFO] - [E:124| 900]: Train Loss:0.0013072, Val MRR:0.32723, testrun_0a28e459
2023-04-30 10:15:06,196 - testrun_0a28e459 - [INFO] - [E:124| 1000]: Train Loss:0.0013089, Val MRR:0.32723, testrun_0a28e459
2023-04-30 10:16:44,647 - testrun_0a28e459 - [INFO] - [E:124| 1100]: Train Loss:0.0013056, Val MRR:0.32723, testrun_0a28e459
2023-04-30 10:17:53,034 - testrun_0a28e459 - [INFO] - [Epoch:124]: Training Loss:0.001305
2023-04-30 10:17:53,448 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 10:18:27,484 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 10:18:39,834 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 10:19:20,118 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 10:19:34,539 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 124 valid]:
MRR: Tail : 0.43092, Head : 0.22528, Avg : 0.3281
2023-04-30 10:19:36,459 - testrun_0a28e459 - [INFO] - [Epoch 124]: Training Loss: 0.0013053, Valid MRR: 0.3281,
2023-04-30 10:19:37,723 - testrun_0a28e459 - [INFO] - [E:125| 0]: Train Loss:0.0013073, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:21:16,290 - testrun_0a28e459 - [INFO] - [E:125| 100]: Train Loss:0.0012774, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:22:54,828 - testrun_0a28e459 - [INFO] - [E:125| 200]: Train Loss:0.0012893, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:24:32,976 - testrun_0a28e459 - [INFO] - [E:125| 300]: Train Loss:0.0012981, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:26:12,233 - testrun_0a28e459 - [INFO] - [E:125| 400]: Train Loss:0.0012947, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:27:50,769 - testrun_0a28e459 - [INFO] - [E:125| 500]: Train Loss:0.0012983, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:29:20,487 - testrun_0a28e459 - [INFO] - [E:125| 600]: Train Loss:0.0012988, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:30:48,694 - testrun_0a28e459 - [INFO] - [E:125| 700]: Train Loss:0.0012989, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:32:27,472 - testrun_0a28e459 - [INFO] - [E:125| 800]: Train Loss:0.0012966, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:34:06,946 - testrun_0a28e459 - [INFO] - [E:125| 900]: Train Loss:0.0013036, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:35:46,485 - testrun_0a28e459 - [INFO] - [E:125| 1000]: Train Loss:0.0013012, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:37:24,859 - testrun_0a28e459 - [INFO] - [E:125| 1100]: Train Loss:0.0013007, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:38:32,611 - testrun_0a28e459 - [INFO] - [Epoch:125]: Training Loss:0.001301
2023-04-30 10:38:32,904 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 10:39:07,562 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 10:39:20,444 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 10:40:01,535 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 10:40:16,391 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 125 valid]:
MRR: Tail : 0.42827, Head : 0.22454, Avg : 0.32641
2023-04-30 10:40:16,391 - testrun_0a28e459 - [INFO] - [Epoch 125]: Training Loss: 0.0013011, Valid MRR: 0.3281,
2023-04-30 10:40:17,406 - testrun_0a28e459 - [INFO] - [E:126| 0]: Train Loss:0.0012215, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:41:55,872 - testrun_0a28e459 - [INFO] - [E:126| 100]: Train Loss:0.0012916, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:43:35,188 - testrun_0a28e459 - [INFO] - [E:126| 200]: Train Loss:0.0012874, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:45:09,160 - testrun_0a28e459 - [INFO] - [E:126| 300]: Train Loss:0.0013001, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:46:35,712 - testrun_0a28e459 - [INFO] - [E:126| 400]: Train Loss:0.0012968, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:48:13,661 - testrun_0a28e459 - [INFO] - [E:126| 500]: Train Loss:0.0012961, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:49:51,751 - testrun_0a28e459 - [INFO] - [E:126| 600]: Train Loss:0.0012926, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:51:30,961 - testrun_0a28e459 - [INFO] - [E:126| 700]: Train Loss:0.0012898, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:53:09,681 - testrun_0a28e459 - [INFO] - [E:126| 800]: Train Loss:0.001291, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:54:48,737 - testrun_0a28e459 - [INFO] - [E:126| 900]: Train Loss:0.0012984, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:56:28,354 - testrun_0a28e459 - [INFO] - [E:126| 1000]: Train Loss:0.0013012, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:58:07,447 - testrun_0a28e459 - [INFO] - [E:126| 1100]: Train Loss:0.001301, Val MRR:0.3281, testrun_0a28e459
2023-04-30 10:59:12,665 - testrun_0a28e459 - [INFO] - [Epoch:126]: Training Loss:0.0013
2023-04-30 10:59:12,898 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 10:59:43,241 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 10:59:56,273 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 11:00:37,519 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 11:00:51,711 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 126 valid]:
MRR: Tail : 0.42872, Head : 0.22332, Avg : 0.32602
2023-04-30 11:00:51,711 - testrun_0a28e459 - [INFO] - [Epoch 126]: Training Loss: 0.0012999, Valid MRR: 0.3281,
2023-04-30 11:00:52,716 - testrun_0a28e459 - [INFO] - [E:127| 0]: Train Loss:0.0012554, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:02:30,770 - testrun_0a28e459 - [INFO] - [E:127| 100]: Train Loss:0.0012682, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:03:56,120 - testrun_0a28e459 - [INFO] - [E:127| 200]: Train Loss:0.001271, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:05:34,950 - testrun_0a28e459 - [INFO] - [E:127| 300]: Train Loss:0.0012809, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:07:13,718 - testrun_0a28e459 - [INFO] - [E:127| 400]: Train Loss:0.0012772, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:08:52,919 - testrun_0a28e459 - [INFO] - [E:127| 500]: Train Loss:0.001278, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:10:30,875 - testrun_0a28e459 - [INFO] - [E:127| 600]: Train Loss:0.0012844, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:12:09,232 - testrun_0a28e459 - [INFO] - [E:127| 700]: Train Loss:0.0012855, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:13:47,926 - testrun_0a28e459 - [INFO] - [E:127| 800]: Train Loss:0.0012825, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:15:21,979 - testrun_0a28e459 - [INFO] - [E:127| 900]: Train Loss:0.0012887, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:17:00,621 - testrun_0a28e459 - [INFO] - [E:127| 1000]: Train Loss:0.0012924, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:18:39,041 - testrun_0a28e459 - [INFO] - [E:127| 1100]: Train Loss:0.0012958, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:19:46,861 - testrun_0a28e459 - [INFO] - [Epoch:127]: Training Loss:0.001297
2023-04-30 11:19:47,287 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 11:20:14,485 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 11:20:22,916 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 11:20:57,514 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 11:21:12,626 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 127 valid]:
MRR: Tail : 0.42787, Head : 0.22141, Avg : 0.32464
2023-04-30 11:21:12,627 - testrun_0a28e459 - [INFO] - [Epoch 127]: Training Loss: 0.0012968, Valid MRR: 0.3281,
2023-04-30 11:21:13,735 - testrun_0a28e459 - [INFO] - [E:128| 0]: Train Loss:0.0011424, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:22:52,310 - testrun_0a28e459 - [INFO] - [E:128| 100]: Train Loss:0.0012718, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:24:30,718 - testrun_0a28e459 - [INFO] - [E:128| 200]: Train Loss:0.0012963, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:26:09,994 - testrun_0a28e459 - [INFO] - [E:128| 300]: Train Loss:0.0012887, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:27:48,173 - testrun_0a28e459 - [INFO] - [E:128| 400]: Train Loss:0.0012937, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:29:27,423 - testrun_0a28e459 - [INFO] - [E:128| 500]: Train Loss:0.00129, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:31:00,625 - testrun_0a28e459 - [INFO] - [E:128| 600]: Train Loss:0.0012871, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:32:39,170 - testrun_0a28e459 - [INFO] - [E:128| 700]: Train Loss:0.0012891, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:34:17,761 - testrun_0a28e459 - [INFO] - [E:128| 800]: Train Loss:0.0012878, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:35:55,979 - testrun_0a28e459 - [INFO] - [E:128| 900]: Train Loss:0.0012934, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:37:26,207 - testrun_0a28e459 - [INFO] - [E:128| 1000]: Train Loss:0.0012912, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:38:59,198 - testrun_0a28e459 - [INFO] - [E:128| 1100]: Train Loss:0.0012923, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:40:07,123 - testrun_0a28e459 - [INFO] - [Epoch:128]: Training Loss:0.001292
2023-04-30 11:40:07,546 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 11:40:42,043 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 11:40:54,572 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 11:41:35,947 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 11:41:50,931 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 128 valid]:
MRR: Tail : 0.42757, Head : 0.22398, Avg : 0.32578
2023-04-30 11:41:50,932 - testrun_0a28e459 - [INFO] - [Epoch 128]: Training Loss: 0.0012918, Valid MRR: 0.3281,
2023-04-30 11:41:52,035 - testrun_0a28e459 - [INFO] - [E:129| 0]: Train Loss:0.0014846, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:43:30,518 - testrun_0a28e459 - [INFO] - [E:129| 100]: Train Loss:0.0012819, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:45:04,224 - testrun_0a28e459 - [INFO] - [E:129| 200]: Train Loss:0.0012977, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:46:42,984 - testrun_0a28e459 - [INFO] - [E:129| 300]: Train Loss:0.0012995, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:48:21,749 - testrun_0a28e459 - [INFO] - [E:129| 400]: Train Loss:0.0012935, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:50:00,006 - testrun_0a28e459 - [INFO] - [E:129| 500]: Train Loss:0.0012893, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:51:39,775 - testrun_0a28e459 - [INFO] - [E:129| 600]: Train Loss:0.0012887, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:53:17,303 - testrun_0a28e459 - [INFO] - [E:129| 700]: Train Loss:0.0012848, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:54:41,628 - testrun_0a28e459 - [INFO] - [E:129| 800]: Train Loss:0.0012824, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:56:21,028 - testrun_0a28e459 - [INFO] - [E:129| 900]: Train Loss:0.0012843, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:57:59,161 - testrun_0a28e459 - [INFO] - [E:129| 1000]: Train Loss:0.0012918, Val MRR:0.3281, testrun_0a28e459
2023-04-30 11:59:38,137 - testrun_0a28e459 - [INFO] - [E:129| 1100]: Train Loss:0.0012925, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:00:41,320 - testrun_0a28e459 - [INFO] - [Epoch:129]: Training Loss:0.001292
2023-04-30 12:00:41,552 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 12:01:14,734 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 12:01:27,373 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 12:02:07,094 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 12:02:22,241 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 129 valid]:
MRR: Tail : 0.42572, Head : 0.224, Avg : 0.32486
MR: Tail : 174.05, Head : 355.27, Avg : 264.66
Hit-1: Tail : 0.33311, Head : 0.14411, Avg : 0.23861
Hit-3: Tail : 0.46496, Head : 0.24614, Avg : 0.35555
Hit-10: Tail : 0.61175, Head : 0.38551, Avg : 0.49863
2023-04-30 12:02:22,242 - testrun_0a28e459 - [INFO] - [Epoch 129]: Training Loss: 0.0012916, Valid MRR: 0.3281,
2023-04-30 12:02:23,297 - testrun_0a28e459 - [INFO] - [E:130| 0]: Train Loss:0.0012107, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:04:01,767 - testrun_0a28e459 - [INFO] - [E:130| 100]: Train Loss:0.0012771, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:05:40,488 - testrun_0a28e459 - [INFO] - [E:130| 200]: Train Loss:0.0012786, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:07:19,623 - testrun_0a28e459 - [INFO] - [E:130| 300]: Train Loss:0.001285, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:08:59,227 - testrun_0a28e459 - [INFO] - [E:130| 400]: Train Loss:0.0012947, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:10:38,123 - testrun_0a28e459 - [INFO] - [E:130| 500]: Train Loss:0.0012866, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:12:03,517 - testrun_0a28e459 - [INFO] - [E:130| 600]: Train Loss:0.0012914, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:13:42,965 - testrun_0a28e459 - [INFO] - [E:130| 700]: Train Loss:0.0012882, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:15:21,138 - testrun_0a28e459 - [INFO] - [E:130| 800]: Train Loss:0.0012864, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:16:55,595 - testrun_0a28e459 - [INFO] - [E:130| 900]: Train Loss:0.0012872, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:18:34,728 - testrun_0a28e459 - [INFO] - [E:130| 1000]: Train Loss:0.0012869, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:20:12,744 - testrun_0a28e459 - [INFO] - [E:130| 1100]: Train Loss:0.0012869, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:21:20,650 - testrun_0a28e459 - [INFO] - [Epoch:130]: Training Loss:0.001288
2023-04-30 12:21:21,129 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 12:21:55,425 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 12:22:07,912 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 12:22:47,849 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 12:23:01,808 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 130 valid]:
MRR: Tail : 0.42633, Head : 0.22515, Avg : 0.32574
2023-04-30 12:23:01,810 - testrun_0a28e459 - [INFO] - [Epoch 130]: Training Loss: 0.001288, Valid MRR: 0.3281,
2023-04-30 12:23:03,111 - testrun_0a28e459 - [INFO] - [E:131| 0]: Train Loss:0.0011205, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:24:41,693 - testrun_0a28e459 - [INFO] - [E:131| 100]: Train Loss:0.001279, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:26:20,053 - testrun_0a28e459 - [INFO] - [E:131| 200]: Train Loss:0.0012787, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:27:49,861 - testrun_0a28e459 - [INFO] - [E:131| 300]: Train Loss:0.001285, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:29:23,098 - testrun_0a28e459 - [INFO] - [E:131| 400]: Train Loss:0.0012855, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:30:57,971 - testrun_0a28e459 - [INFO] - [E:131| 500]: Train Loss:0.001283, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:32:36,064 - testrun_0a28e459 - [INFO] - [E:131| 600]: Train Loss:0.0012889, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:34:14,437 - testrun_0a28e459 - [INFO] - [E:131| 700]: Train Loss:0.0012954, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:35:53,334 - testrun_0a28e459 - [INFO] - [E:131| 800]: Train Loss:0.0012951, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:37:31,167 - testrun_0a28e459 - [INFO] - [E:131| 900]: Train Loss:0.001294, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:39:09,874 - testrun_0a28e459 - [INFO] - [E:131| 1000]: Train Loss:0.0012908, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:40:48,688 - testrun_0a28e459 - [INFO] - [E:131| 1100]: Train Loss:0.0012871, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:41:55,962 - testrun_0a28e459 - [INFO] - [Epoch:131]: Training Loss:0.001286
2023-04-30 12:41:56,409 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 12:42:30,469 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 12:42:42,662 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 12:43:22,987 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 12:43:38,238 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 131 valid]:
MRR: Tail : 0.42602, Head : 0.2266, Avg : 0.32631
2023-04-30 12:43:38,239 - testrun_0a28e459 - [INFO] - [Epoch 131]: Training Loss: 0.001286, Valid MRR: 0.3281,
2023-04-30 12:43:39,407 - testrun_0a28e459 - [INFO] - [E:132| 0]: Train Loss:0.0011851, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:45:03,620 - testrun_0a28e459 - [INFO] - [E:132| 100]: Train Loss:0.0012759, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:46:36,801 - testrun_0a28e459 - [INFO] - [E:132| 200]: Train Loss:0.0012724, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:48:15,210 - testrun_0a28e459 - [INFO] - [E:132| 300]: Train Loss:0.001291, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:49:54,206 - testrun_0a28e459 - [INFO] - [E:132| 400]: Train Loss:0.0012838, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:51:32,967 - testrun_0a28e459 - [INFO] - [E:132| 500]: Train Loss:0.0012787, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:53:11,544 - testrun_0a28e459 - [INFO] - [E:132| 600]: Train Loss:0.0012769, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:54:49,651 - testrun_0a28e459 - [INFO] - [E:132| 700]: Train Loss:0.0012761, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:56:29,112 - testrun_0a28e459 - [INFO] - [E:132| 800]: Train Loss:0.0012777, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:58:07,469 - testrun_0a28e459 - [INFO] - [E:132| 900]: Train Loss:0.0012804, Val MRR:0.3281, testrun_0a28e459
2023-04-30 12:59:46,560 - testrun_0a28e459 - [INFO] - [E:132| 1000]: Train Loss:0.0012828, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:01:20,421 - testrun_0a28e459 - [INFO] - [E:132| 1100]: Train Loss:0.0012849, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:02:15,835 - testrun_0a28e459 - [INFO] - [Epoch:132]: Training Loss:0.001284
2023-04-30 13:02:16,065 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 13:02:49,898 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 13:03:02,237 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 13:03:41,989 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 13:03:55,705 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 132 valid]:
MRR: Tail : 0.42841, Head : 0.22529, Avg : 0.32685
2023-04-30 13:03:55,705 - testrun_0a28e459 - [INFO] - [Epoch 132]: Training Loss: 0.001284, Valid MRR: 0.3281,
2023-04-30 13:03:56,747 - testrun_0a28e459 - [INFO] - [E:133| 0]: Train Loss:0.00134, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:05:35,319 - testrun_0a28e459 - [INFO] - [E:133| 100]: Train Loss:0.0012941, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:07:14,386 - testrun_0a28e459 - [INFO] - [E:133| 200]: Train Loss:0.0012894, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:08:52,791 - testrun_0a28e459 - [INFO] - [E:133| 300]: Train Loss:0.0012901, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:10:31,561 - testrun_0a28e459 - [INFO] - [E:133| 400]: Train Loss:0.0012879, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:12:10,325 - testrun_0a28e459 - [INFO] - [E:133| 500]: Train Loss:0.0012836, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:13:48,529 - testrun_0a28e459 - [INFO] - [E:133| 600]: Train Loss:0.0012826, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:15:27,311 - testrun_0a28e459 - [INFO] - [E:133| 700]: Train Loss:0.0012822, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:17:01,093 - testrun_0a28e459 - [INFO] - [E:133| 800]: Train Loss:0.001288, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:18:35,978 - testrun_0a28e459 - [INFO] - [E:133| 900]: Train Loss:0.0012883, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:20:03,436 - testrun_0a28e459 - [INFO] - [E:133| 1000]: Train Loss:0.001285, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:21:41,669 - testrun_0a28e459 - [INFO] - [E:133| 1100]: Train Loss:0.0012837, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:22:49,055 - testrun_0a28e459 - [INFO] - [Epoch:133]: Training Loss:0.001283
2023-04-30 13:22:49,342 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 13:23:23,717 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 13:23:36,362 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 13:24:15,560 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 13:24:30,228 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 133 valid]:
MRR: Tail : 0.42797, Head : 0.22707, Avg : 0.32752
2023-04-30 13:24:30,229 - testrun_0a28e459 - [INFO] - [Epoch 133]: Training Loss: 0.0012827, Valid MRR: 0.3281,
2023-04-30 13:24:31,203 - testrun_0a28e459 - [INFO] - [E:134| 0]: Train Loss:0.0015294, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:26:10,591 - testrun_0a28e459 - [INFO] - [E:134| 100]: Train Loss:0.0012655, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:27:49,490 - testrun_0a28e459 - [INFO] - [E:134| 200]: Train Loss:0.0012647, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:29:27,714 - testrun_0a28e459 - [INFO] - [E:134| 300]: Train Loss:0.0012699, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:31:01,801 - testrun_0a28e459 - [INFO] - [E:134| 400]: Train Loss:0.001276, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:32:40,366 - testrun_0a28e459 - [INFO] - [E:134| 500]: Train Loss:0.0012768, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:34:19,265 - testrun_0a28e459 - [INFO] - [E:134| 600]: Train Loss:0.0012725, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:35:44,751 - testrun_0a28e459 - [INFO] - [E:134| 700]: Train Loss:0.001273, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:37:22,690 - testrun_0a28e459 - [INFO] - [E:134| 800]: Train Loss:0.001273, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:39:00,688 - testrun_0a28e459 - [INFO] - [E:134| 900]: Train Loss:0.0012758, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:40:40,079 - testrun_0a28e459 - [INFO] - [E:134| 1000]: Train Loss:0.0012759, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:42:18,559 - testrun_0a28e459 - [INFO] - [E:134| 1100]: Train Loss:0.0012766, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:43:25,934 - testrun_0a28e459 - [INFO] - [Epoch:134]: Training Loss:0.001279
2023-04-30 13:43:26,208 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 13:44:00,315 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 13:44:12,854 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 13:44:52,528 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 13:45:07,245 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 134 valid]:
MRR: Tail : 0.42449, Head : 0.22216, Avg : 0.32332
2023-04-30 13:45:07,246 - testrun_0a28e459 - [INFO] - [Epoch 134]: Training Loss: 0.0012794, Valid MRR: 0.3281,
2023-04-30 13:45:08,218 - testrun_0a28e459 - [INFO] - [E:135| 0]: Train Loss:0.0011081, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:46:41,215 - testrun_0a28e459 - [INFO] - [E:135| 100]: Train Loss:0.0012804, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:48:20,604 - testrun_0a28e459 - [INFO] - [E:135| 200]: Train Loss:0.0012705, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:49:59,318 - testrun_0a28e459 - [INFO] - [E:135| 300]: Train Loss:0.0012834, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:51:38,136 - testrun_0a28e459 - [INFO] - [E:135| 400]: Train Loss:0.0012876, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:53:02,795 - testrun_0a28e459 - [INFO] - [E:135| 500]: Train Loss:0.0012813, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:54:40,860 - testrun_0a28e459 - [INFO] - [E:135| 600]: Train Loss:0.0012845, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:56:18,785 - testrun_0a28e459 - [INFO] - [E:135| 700]: Train Loss:0.0012837, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:57:58,873 - testrun_0a28e459 - [INFO] - [E:135| 800]: Train Loss:0.0012824, Val MRR:0.3281, testrun_0a28e459
2023-04-30 13:59:37,696 - testrun_0a28e459 - [INFO] - [E:135| 900]: Train Loss:0.0012825, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:01:16,743 - testrun_0a28e459 - [INFO] - [E:135| 1000]: Train Loss:0.0012806, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:02:51,076 - testrun_0a28e459 - [INFO] - [E:135| 1100]: Train Loss:0.0012783, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:03:59,002 - testrun_0a28e459 - [INFO] - [Epoch:135]: Training Loss:0.001277
2023-04-30 14:03:59,366 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 14:04:33,111 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 14:04:45,994 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 14:05:26,638 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 14:05:40,849 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 135 valid]:
MRR: Tail : 0.42563, Head : 0.22358, Avg : 0.3246
2023-04-30 14:05:40,850 - testrun_0a28e459 - [INFO] - [Epoch 135]: Training Loss: 0.0012768, Valid MRR: 0.3281,
2023-04-30 14:05:41,979 - testrun_0a28e459 - [INFO] - [E:136| 0]: Train Loss:0.0011378, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:07:20,981 - testrun_0a28e459 - [INFO] - [E:136| 100]: Train Loss:0.0012674, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:08:53,490 - testrun_0a28e459 - [INFO] - [E:136| 200]: Train Loss:0.001258, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:10:25,405 - testrun_0a28e459 - [INFO] - [E:136| 300]: Train Loss:0.0012633, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:12:03,565 - testrun_0a28e459 - [INFO] - [E:136| 400]: Train Loss:0.0012583, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:13:41,510 - testrun_0a28e459 - [INFO] - [E:136| 500]: Train Loss:0.0012582, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:15:19,961 - testrun_0a28e459 - [INFO] - [E:136| 600]: Train Loss:0.0012601, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:16:53,842 - testrun_0a28e459 - [INFO] - [E:136| 700]: Train Loss:0.0012728, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:18:32,342 - testrun_0a28e459 - [INFO] - [E:136| 800]: Train Loss:0.0012744, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:20:11,450 - testrun_0a28e459 - [INFO] - [E:136| 900]: Train Loss:0.0012733, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:21:49,721 - testrun_0a28e459 - [INFO] - [E:136| 1000]: Train Loss:0.0012727, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:23:27,752 - testrun_0a28e459 - [INFO] - [E:136| 1100]: Train Loss:0.0012732, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:24:34,911 - testrun_0a28e459 - [INFO] - [Epoch:136]: Training Loss:0.001272
2023-04-30 14:24:35,332 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 14:25:09,673 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 14:25:22,662 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 14:25:57,717 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 14:26:07,490 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 136 valid]:
MRR: Tail : 0.42681, Head : 0.22474, Avg : 0.32577
2023-04-30 14:26:07,491 - testrun_0a28e459 - [INFO] - [Epoch 136]: Training Loss: 0.0012722, Valid MRR: 0.3281,
2023-04-30 14:26:08,238 - testrun_0a28e459 - [INFO] - [E:137| 0]: Train Loss:0.0011734, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:27:41,597 - testrun_0a28e459 - [INFO] - [E:137| 100]: Train Loss:0.0012498, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:29:19,532 - testrun_0a28e459 - [INFO] - [E:137| 200]: Train Loss:0.0012563, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:30:57,938 - testrun_0a28e459 - [INFO] - [E:137| 300]: Train Loss:0.0012601, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:32:31,530 - testrun_0a28e459 - [INFO] - [E:137| 400]: Train Loss:0.0012823, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:34:10,771 - testrun_0a28e459 - [INFO] - [E:137| 500]: Train Loss:0.0012793, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:35:49,619 - testrun_0a28e459 - [INFO] - [E:137| 600]: Train Loss:0.0012828, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:37:28,316 - testrun_0a28e459 - [INFO] - [E:137| 700]: Train Loss:0.0012759, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:39:06,829 - testrun_0a28e459 - [INFO] - [E:137| 800]: Train Loss:0.0012753, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:40:46,167 - testrun_0a28e459 - [INFO] - [E:137| 900]: Train Loss:0.0012728, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:42:24,527 - testrun_0a28e459 - [INFO] - [E:137| 1000]: Train Loss:0.0012734, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:43:49,640 - testrun_0a28e459 - [INFO] - [E:137| 1100]: Train Loss:0.0012719, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:44:56,975 - testrun_0a28e459 - [INFO] - [Epoch:137]: Training Loss:0.001271
2023-04-30 14:44:57,306 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 14:45:31,781 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 14:45:44,423 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 14:46:24,740 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 14:46:38,852 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 137 valid]:
MRR: Tail : 0.4233, Head : 0.22298, Avg : 0.32314
2023-04-30 14:46:38,852 - testrun_0a28e459 - [INFO] - [Epoch 137]: Training Loss: 0.0012712, Valid MRR: 0.3281,
2023-04-30 14:46:39,853 - testrun_0a28e459 - [INFO] - [E:138| 0]: Train Loss:0.0012036, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:48:13,607 - testrun_0a28e459 - [INFO] - [E:138| 100]: Train Loss:0.0012412, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:49:52,427 - testrun_0a28e459 - [INFO] - [E:138| 200]: Train Loss:0.0012671, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:51:31,459 - testrun_0a28e459 - [INFO] - [E:138| 300]: Train Loss:0.001281, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:53:09,692 - testrun_0a28e459 - [INFO] - [E:138| 400]: Train Loss:0.0012756, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:54:47,714 - testrun_0a28e459 - [INFO] - [E:138| 500]: Train Loss:0.0012707, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:56:26,234 - testrun_0a28e459 - [INFO] - [E:138| 600]: Train Loss:0.0012747, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:58:05,357 - testrun_0a28e459 - [INFO] - [E:138| 700]: Train Loss:0.0012715, Val MRR:0.3281, testrun_0a28e459
2023-04-30 14:59:45,214 - testrun_0a28e459 - [INFO] - [E:138| 800]: Train Loss:0.0012697, Val MRR:0.3281, testrun_0a28e459
2023-04-30 15:01:10,076 - testrun_0a28e459 - [INFO] - [E:138| 900]: Train Loss:0.0012682, Val MRR:0.3281, testrun_0a28e459
2023-04-30 15:02:44,440 - testrun_0a28e459 - [INFO] - [E:138| 1000]: Train Loss:0.0012689, Val MRR:0.3281, testrun_0a28e459
2023-04-30 15:04:22,770 - testrun_0a28e459 - [INFO] - [E:138| 1100]: Train Loss:0.0012687, Val MRR:0.3281, testrun_0a28e459
2023-04-30 15:05:30,691 - testrun_0a28e459 - [INFO] - [Epoch:138]: Training Loss:0.001268
2023-04-30 15:05:31,213 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 15:06:06,077 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 15:06:19,122 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 15:07:02,132 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 15:07:16,939 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 138 valid]:
MRR: Tail : 0.42413, Head : 0.22456, Avg : 0.32435
2023-04-30 15:07:16,940 - testrun_0a28e459 - [INFO] - [Epoch 138]: Training Loss: 0.0012684, Valid MRR: 0.3281,
2023-04-30 15:07:17,931 - testrun_0a28e459 - [INFO] - [E:139| 0]: Train Loss:0.0011433, Val MRR:0.3281, testrun_0a28e459
2023-04-30 15:08:58,978 - testrun_0a28e459 - [INFO] - [E:139| 100]: Train Loss:0.001249, Val MRR:0.3281, testrun_0a28e459
2023-04-30 15:10:40,976 - testrun_0a28e459 - [INFO] - [E:139| 200]: Train Loss:0.0012457, Val MRR:0.3281, testrun_0a28e459
2023-04-30 15:12:23,132 - testrun_0a28e459 - [INFO] - [E:139| 300]: Train Loss:0.0012585, Val MRR:0.3281, testrun_0a28e459
2023-04-30 15:14:05,085 - testrun_0a28e459 - [INFO] - [E:139| 400]: Train Loss:0.0012599, Val MRR:0.3281, testrun_0a28e459
2023-04-30 15:15:48,187 - testrun_0a28e459 - [INFO] - [E:139| 500]: Train Loss:0.0012628, Val MRR:0.3281, testrun_0a28e459
2023-04-30 15:17:21,285 - testrun_0a28e459 - [INFO] - [E:139| 600]: Train Loss:0.0012655, Val MRR:0.3281, testrun_0a28e459
2023-04-30 15:18:51,814 - testrun_0a28e459 - [INFO] - [E:139| 700]: Train Loss:0.0012675, Val MRR:0.3281, testrun_0a28e459
2023-04-30 15:20:33,116 - testrun_0a28e459 - [INFO] - [E:139| 800]: Train Loss:0.0012671, Val MRR:0.3281, testrun_0a28e459
2023-04-30 15:22:16,218 - testrun_0a28e459 - [INFO] - [E:139| 900]: Train Loss:0.0012699, Val MRR:0.3281, testrun_0a28e459
2023-04-30 15:23:57,113 - testrun_0a28e459 - [INFO] - [E:139| 1000]: Train Loss:0.0012668, Val MRR:0.3281, testrun_0a28e459
2023-04-30 15:25:39,409 - testrun_0a28e459 - [INFO] - [E:139| 1100]: Train Loss:0.0012709, Val MRR:0.3281, testrun_0a28e459
2023-04-30 15:26:48,192 - testrun_0a28e459 - [INFO] - [Epoch:139]: Training Loss:0.00127
2023-04-30 15:26:48,623 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 0] testrun_0a28e459
2023-04-30 15:27:24,007 - testrun_0a28e459 - [INFO] - [Valid, Tail_Batch Step 100] testrun_0a28e459
2023-04-30 15:27:37,179 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 0] testrun_0a28e459
2023-04-30 15:28:19,725 - testrun_0a28e459 - [INFO] - [Valid, Head_Batch Step 100] testrun_0a28e459
2023-04-30 15:28:34,156 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 139 valid]:
MRR: Tail : 0.42161, Head : 0.222, Avg : 0.3218
MR: Tail : 188.44, Head : 343.86, Avg : 266.15
Hit-1: Tail : 0.32797, Head : 0.14149, Avg : 0.23473
Hit-3: Tail : 0.46342, Head : 0.24425, Avg : 0.35384
Hit-10: Tail : 0.60798, Head : 0.38403, Avg : 0.49601
2023-04-30 15:28:34,157 - testrun_0a28e459 - [INFO] - [Epoch 139]: Training Loss: 0.0012705, Valid MRR: 0.3281,
2023-04-30 15:28:35,136 - testrun_0a28e459 - [INFO] - [E:140| 0]: Train Loss:0.0011788, Val MRR:0.3281, testrun_0a28e459
2023-05-02 06:44:06,860 - testrun_0a28e459 - [INFO] - {'dataset': 'FB15k-237', 'name': 'testrun_0a28e459', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_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': 0.1, 'drop': 0.2, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True}
2023-05-02 06:44:40,401 - testrun_0a28e459 - [INFO] - {'dataset': 'FB15k-237', 'name': 'testrun_0a28e459', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.1, 'drop': 0.2, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True}
2023-05-02 06:44:56,581 - testrun_0a28e459 - [INFO] - [Test, Tail_Batch Step 0] testrun_0a28e459
2023-05-02 06:45:58,865 - testrun_0a28e459 - [INFO] - [Test, Tail_Batch Step 100] testrun_0a28e459
2023-05-02 06:46:35,993 - testrun_0a28e459 - [INFO] - [Test, Head_Batch Step 0] testrun_0a28e459
2023-05-02 06:47:41,312 - testrun_0a28e459 - [INFO] - [Test, Head_Batch Step 100] testrun_0a28e459
2023-05-02 06:48:18,255 - testrun_0a28e459 - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.4234, Head : 0.21912, Avg : 0.32126
MR: Tail : 190.01, Head : 353.15, Avg : 271.58
Hit-1: Tail : 0.33197, Head : 0.1393, Avg : 0.23563
Hit-3: Tail : 0.46433, Head : 0.24079, Avg : 0.35256
Hit-10: Tail : 0.60583, Head : 0.38, Avg : 0.49292
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