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Thesis/log/testrun_4365653a

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2023-05-04 08:49:41 +00:00
2023-04-28 14:00:24,471 - testrun_4365653a - [INFO] - {'dataset': 'WN18RR', 'name': 'testrun_4365653a', 'gpu': '1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, '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, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, '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 14:00:33,173 - testrun_4365653a - [INFO] - [E:0| 0]: Train Loss:0.69457, Val MRR:0.0, testrun_4365653a
2023-04-28 14:01:45,756 - testrun_4365653a - [INFO] - [E:0| 100]: Train Loss:0.36522, Val MRR:0.0, testrun_4365653a
2023-04-28 14:02:50,284 - testrun_4365653a - [INFO] - [E:0| 200]: Train Loss:0.23885, Val MRR:0.0, testrun_4365653a
2023-04-28 14:03:54,822 - testrun_4365653a - [INFO] - [E:0| 300]: Train Loss:0.17719, Val MRR:0.0, testrun_4365653a
2023-04-28 14:04:59,320 - testrun_4365653a - [INFO] - [E:0| 400]: Train Loss:0.14092, Val MRR:0.0, testrun_4365653a
2023-04-28 14:06:04,021 - testrun_4365653a - [INFO] - [E:0| 500]: Train Loss:0.11705, Val MRR:0.0, testrun_4365653a
2023-04-28 14:07:08,574 - testrun_4365653a - [INFO] - [E:0| 600]: Train Loss:0.10015, Val MRR:0.0, testrun_4365653a
2023-04-28 14:08:13,111 - testrun_4365653a - [INFO] - [E:0| 700]: Train Loss:0.087545, Val MRR:0.0, testrun_4365653a
2023-04-28 14:09:17,785 - testrun_4365653a - [INFO] - [E:0| 800]: Train Loss:0.07778, Val MRR:0.0, testrun_4365653a
2023-04-28 14:09:22,760 - testrun_4365653a - [INFO] - [Epoch:0]: Training Loss:0.07709
2023-04-28 14:09:22,989 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 14:09:28,264 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 14:09:33,333 - testrun_4365653a - [INFO] - [Evaluating Epoch 0 valid]:
MRR: Tail : 0.00588, Head : 0.0019, Avg : 0.00389
2023-04-28 14:09:34,721 - testrun_4365653a - [INFO] - [Epoch 0]: Training Loss: 0.077094, Valid MRR: 0.00389,
2023-04-28 14:09:35,381 - testrun_4365653a - [INFO] - [E:1| 0]: Train Loss:0.0081858, Val MRR:0.00389, testrun_4365653a
2023-04-28 14:10:39,930 - testrun_4365653a - [INFO] - [E:1| 100]: Train Loss:0.0074726, Val MRR:0.00389, testrun_4365653a
2023-04-28 14:11:44,609 - testrun_4365653a - [INFO] - [E:1| 200]: Train Loss:0.0068497, Val MRR:0.00389, testrun_4365653a
2023-04-28 14:12:49,196 - testrun_4365653a - [INFO] - [E:1| 300]: Train Loss:0.00633, Val MRR:0.00389, testrun_4365653a
2023-04-28 14:13:53,864 - testrun_4365653a - [INFO] - [E:1| 400]: Train Loss:0.0058854, Val MRR:0.00389, testrun_4365653a
2023-04-28 14:14:58,588 - testrun_4365653a - [INFO] - [E:1| 500]: Train Loss:0.0055019, Val MRR:0.00389, testrun_4365653a
2023-04-28 14:16:03,174 - testrun_4365653a - [INFO] - [E:1| 600]: Train Loss:0.0051695, Val MRR:0.00389, testrun_4365653a
2023-04-28 14:17:07,786 - testrun_4365653a - [INFO] - [E:1| 700]: Train Loss:0.004877, Val MRR:0.00389, testrun_4365653a
2023-04-28 14:18:12,452 - testrun_4365653a - [INFO] - [E:1| 800]: Train Loss:0.0046185, Val MRR:0.00389, testrun_4365653a
2023-04-28 14:18:17,413 - testrun_4365653a - [INFO] - [Epoch:1]: Training Loss:0.004599
2023-04-28 14:18:17,642 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 14:18:22,933 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 14:18:28,017 - testrun_4365653a - [INFO] - [Evaluating Epoch 1 valid]:
MRR: Tail : 0.01267, Head : 0.00311, Avg : 0.00789
2023-04-28 14:18:31,227 - testrun_4365653a - [INFO] - [Epoch 1]: Training Loss: 0.0045989, Valid MRR: 0.00789,
2023-04-28 14:18:31,897 - testrun_4365653a - [INFO] - [E:2| 0]: Train Loss:0.0026484, Val MRR:0.00789, testrun_4365653a
2023-04-28 14:19:36,562 - testrun_4365653a - [INFO] - [E:2| 100]: Train Loss:0.0025265, Val MRR:0.00789, testrun_4365653a
2023-04-28 14:20:41,332 - testrun_4365653a - [INFO] - [E:2| 200]: Train Loss:0.0024112, Val MRR:0.00789, testrun_4365653a
2023-04-28 14:21:45,977 - testrun_4365653a - [INFO] - [E:2| 300]: Train Loss:0.0023104, Val MRR:0.00789, testrun_4365653a
2023-04-28 14:22:50,626 - testrun_4365653a - [INFO] - [E:2| 400]: Train Loss:0.0022236, Val MRR:0.00789, testrun_4365653a
2023-04-28 14:23:55,525 - testrun_4365653a - [INFO] - [E:2| 500]: Train Loss:0.0021412, Val MRR:0.00789, testrun_4365653a
2023-04-28 14:25:00,126 - testrun_4365653a - [INFO] - [E:2| 600]: Train Loss:0.0020663, Val MRR:0.00789, testrun_4365653a
2023-04-28 14:26:04,842 - testrun_4365653a - [INFO] - [E:2| 700]: Train Loss:0.0019975, Val MRR:0.00789, testrun_4365653a
2023-04-28 14:27:09,480 - testrun_4365653a - [INFO] - [E:2| 800]: Train Loss:0.0019338, Val MRR:0.00789, testrun_4365653a
2023-04-28 14:27:14,476 - testrun_4365653a - [INFO] - [Epoch:2]: Training Loss:0.001929
2023-04-28 14:27:14,701 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 14:27:20,004 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 14:27:25,093 - testrun_4365653a - [INFO] - [Evaluating Epoch 2 valid]:
MRR: Tail : 0.01315, Head : 0.00331, Avg : 0.00823
2023-04-28 14:27:28,852 - testrun_4365653a - [INFO] - [Epoch 2]: Training Loss: 0.0019288, Valid MRR: 0.00823,
2023-04-28 14:27:29,520 - testrun_4365653a - [INFO] - [E:3| 0]: Train Loss:0.0014678, Val MRR:0.00823, testrun_4365653a
2023-04-28 14:28:33,958 - testrun_4365653a - [INFO] - [E:3| 100]: Train Loss:0.0013971, Val MRR:0.00823, testrun_4365653a
2023-04-28 14:29:38,512 - testrun_4365653a - [INFO] - [E:3| 200]: Train Loss:0.0013587, Val MRR:0.00823, testrun_4365653a
2023-04-28 14:30:43,057 - testrun_4365653a - [INFO] - [E:3| 300]: Train Loss:0.0013297, Val MRR:0.00823, testrun_4365653a
2023-04-28 14:31:47,691 - testrun_4365653a - [INFO] - [E:3| 400]: Train Loss:0.0012979, Val MRR:0.00823, testrun_4365653a
2023-04-28 14:32:52,787 - testrun_4365653a - [INFO] - [E:3| 500]: Train Loss:0.0012682, Val MRR:0.00823, testrun_4365653a
2023-04-28 14:33:57,398 - testrun_4365653a - [INFO] - [E:3| 600]: Train Loss:0.0012426, Val MRR:0.00823, testrun_4365653a
2023-04-28 14:35:02,012 - testrun_4365653a - [INFO] - [E:3| 700]: Train Loss:0.0012183, Val MRR:0.00823, testrun_4365653a
2023-04-28 14:36:06,619 - testrun_4365653a - [INFO] - [E:3| 800]: Train Loss:0.0011938, Val MRR:0.00823, testrun_4365653a
2023-04-28 14:36:11,570 - testrun_4365653a - [INFO] - [Epoch:3]: Training Loss:0.001192
2023-04-28 14:36:11,802 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 14:36:17,090 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 14:36:22,209 - testrun_4365653a - [INFO] - [Evaluating Epoch 3 valid]:
MRR: Tail : 0.01326, Head : 0.00342, Avg : 0.00834
2023-04-28 14:36:23,707 - testrun_4365653a - [INFO] - [Epoch 3]: Training Loss: 0.001192, Valid MRR: 0.00834,
2023-04-28 14:36:24,361 - testrun_4365653a - [INFO] - [E:4| 0]: Train Loss:0.0010398, Val MRR:0.00834, testrun_4365653a
2023-04-28 14:37:29,064 - testrun_4365653a - [INFO] - [E:4| 100]: Train Loss:0.00098207, Val MRR:0.00834, testrun_4365653a
2023-04-28 14:38:33,758 - testrun_4365653a - [INFO] - [E:4| 200]: Train Loss:0.00097496, Val MRR:0.00834, testrun_4365653a
2023-04-28 14:39:38,338 - testrun_4365653a - [INFO] - [E:4| 300]: Train Loss:0.00096025, Val MRR:0.00834, testrun_4365653a
2023-04-28 14:40:47,962 - testrun_4365653a - [INFO] - [E:4| 400]: Train Loss:0.00094611, Val MRR:0.00834, testrun_4365653a
2023-04-28 14:41:55,401 - testrun_4365653a - [INFO] - [E:4| 500]: Train Loss:0.00093322, Val MRR:0.00834, testrun_4365653a
2023-04-28 14:43:04,784 - testrun_4365653a - [INFO] - [E:4| 600]: Train Loss:0.00092243, Val MRR:0.00834, testrun_4365653a
2023-04-28 14:44:13,660 - testrun_4365653a - [INFO] - [E:4| 700]: Train Loss:0.00091109, Val MRR:0.00834, testrun_4365653a
2023-04-28 14:45:20,664 - testrun_4365653a - [INFO] - [E:4| 800]: Train Loss:0.00090153, Val MRR:0.00834, testrun_4365653a
2023-04-28 14:45:25,657 - testrun_4365653a - [INFO] - [Epoch:4]: Training Loss:0.0009005
2023-04-28 14:45:25,888 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 14:45:31,210 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 14:45:36,328 - testrun_4365653a - [INFO] - [Evaluating Epoch 4 valid]:
MRR: Tail : 0.0145, Head : 0.00261, Avg : 0.00856
2023-04-28 14:45:37,862 - testrun_4365653a - [INFO] - [Epoch 4]: Training Loss: 0.00090045, Valid MRR: 0.00856,
2023-04-28 14:45:38,519 - testrun_4365653a - [INFO] - [E:5| 0]: Train Loss:0.00078532, Val MRR:0.00856, testrun_4365653a
2023-04-28 14:46:56,508 - testrun_4365653a - [INFO] - [E:5| 100]: Train Loss:0.00080172, Val MRR:0.00856, testrun_4365653a
2023-04-28 14:48:35,539 - testrun_4365653a - [INFO] - [E:5| 200]: Train Loss:0.00079695, Val MRR:0.00856, testrun_4365653a
2023-04-28 14:50:13,987 - testrun_4365653a - [INFO] - [E:5| 300]: Train Loss:0.00079199, Val MRR:0.00856, testrun_4365653a
2023-04-28 14:51:56,548 - testrun_4365653a - [INFO] - [E:5| 400]: Train Loss:0.00078692, Val MRR:0.00856, testrun_4365653a
2023-04-28 14:53:37,020 - testrun_4365653a - [INFO] - [E:5| 500]: Train Loss:0.00078322, Val MRR:0.00856, testrun_4365653a
2023-04-28 14:55:15,469 - testrun_4365653a - [INFO] - [E:5| 600]: Train Loss:0.00077875, Val MRR:0.00856, testrun_4365653a
2023-04-28 14:56:54,735 - testrun_4365653a - [INFO] - [E:5| 700]: Train Loss:0.00077269, Val MRR:0.00856, testrun_4365653a
2023-04-28 14:58:32,782 - testrun_4365653a - [INFO] - [E:5| 800]: Train Loss:0.00076688, Val MRR:0.00856, testrun_4365653a
2023-04-28 14:58:40,227 - testrun_4365653a - [INFO] - [Epoch:5]: Training Loss:0.0007667
2023-04-28 14:58:40,655 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 14:58:48,914 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 14:58:56,902 - testrun_4365653a - [INFO] - [Evaluating Epoch 5 valid]:
MRR: Tail : 0.00941, Head : 0.00586, Avg : 0.00763
2023-04-28 14:58:56,902 - testrun_4365653a - [INFO] - [Epoch 5]: Training Loss: 0.00076665, Valid MRR: 0.00856,
2023-04-28 14:58:57,985 - testrun_4365653a - [INFO] - [E:6| 0]: Train Loss:0.0007208, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:00:34,688 - testrun_4365653a - [INFO] - [E:6| 100]: Train Loss:0.00072203, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:02:11,772 - testrun_4365653a - [INFO] - [E:6| 200]: Train Loss:0.00072429, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:03:50,911 - testrun_4365653a - [INFO] - [E:6| 300]: Train Loss:0.0007239, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:05:29,810 - testrun_4365653a - [INFO] - [E:6| 400]: Train Loss:0.00071769, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:07:10,942 - testrun_4365653a - [INFO] - [E:6| 500]: Train Loss:0.00071297, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:08:49,331 - testrun_4365653a - [INFO] - [E:6| 600]: Train Loss:0.00070902, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:10:28,115 - testrun_4365653a - [INFO] - [E:6| 700]: Train Loss:0.00070372, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:11:57,325 - testrun_4365653a - [INFO] - [E:6| 800]: Train Loss:0.00070117, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:12:05,030 - testrun_4365653a - [INFO] - [Epoch:6]: Training Loss:0.000701
2023-04-28 15:12:05,496 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 15:12:14,182 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 15:12:23,061 - testrun_4365653a - [INFO] - [Evaluating Epoch 6 valid]:
MRR: Tail : 0.01044, Head : 0.00582, Avg : 0.00813
2023-04-28 15:12:23,061 - testrun_4365653a - [INFO] - [Epoch 6]: Training Loss: 0.00070103, Valid MRR: 0.00856,
2023-04-28 15:12:23,925 - testrun_4365653a - [INFO] - [E:7| 0]: Train Loss:0.00061869, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:14:01,642 - testrun_4365653a - [INFO] - [E:7| 100]: Train Loss:0.00067576, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:15:39,988 - testrun_4365653a - [INFO] - [E:7| 200]: Train Loss:0.0006777, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:17:18,709 - testrun_4365653a - [INFO] - [E:7| 300]: Train Loss:0.00067434, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:18:57,991 - testrun_4365653a - [INFO] - [E:7| 400]: Train Loss:0.00067185, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:20:35,885 - testrun_4365653a - [INFO] - [E:7| 500]: Train Loss:0.00067113, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:22:16,253 - testrun_4365653a - [INFO] - [E:7| 600]: Train Loss:0.00067175, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:23:53,924 - testrun_4365653a - [INFO] - [E:7| 700]: Train Loss:0.0006704, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:25:31,174 - testrun_4365653a - [INFO] - [E:7| 800]: Train Loss:0.00066907, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:25:38,864 - testrun_4365653a - [INFO] - [Epoch:7]: Training Loss:0.0006689
2023-04-28 15:25:39,292 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 15:25:48,101 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 15:25:57,096 - testrun_4365653a - [INFO] - [Evaluating Epoch 7 valid]:
MRR: Tail : 0.01494, Head : 0.00163, Avg : 0.00829
2023-04-28 15:25:57,096 - testrun_4365653a - [INFO] - [Epoch 7]: Training Loss: 0.00066889, Valid MRR: 0.00856,
2023-04-28 15:25:57,937 - testrun_4365653a - [INFO] - [E:8| 0]: Train Loss:0.00069486, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:27:36,304 - testrun_4365653a - [INFO] - [E:8| 100]: Train Loss:0.00065758, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:29:15,265 - testrun_4365653a - [INFO] - [E:8| 200]: Train Loss:0.00065438, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:30:54,142 - testrun_4365653a - [INFO] - [E:8| 300]: Train Loss:0.00065455, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:32:33,006 - testrun_4365653a - [INFO] - [E:8| 400]: Train Loss:0.00065465, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:34:10,554 - testrun_4365653a - [INFO] - [E:8| 500]: Train Loss:0.00065317, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:35:50,069 - testrun_4365653a - [INFO] - [E:8| 600]: Train Loss:0.00065245, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:37:22,286 - testrun_4365653a - [INFO] - [E:8| 700]: Train Loss:0.00065414, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:39:00,752 - testrun_4365653a - [INFO] - [E:8| 800]: Train Loss:0.00065323, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:39:08,222 - testrun_4365653a - [INFO] - [Epoch:8]: Training Loss:0.0006534
2023-04-28 15:39:08,641 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 15:39:17,698 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 15:39:26,225 - testrun_4365653a - [INFO] - [Evaluating Epoch 8 valid]:
MRR: Tail : 0.01394, Head : 0.00255, Avg : 0.00824
2023-04-28 15:39:26,226 - testrun_4365653a - [INFO] - [Epoch 8]: Training Loss: 0.00065339, Valid MRR: 0.00856,
2023-04-28 15:39:27,255 - testrun_4365653a - [INFO] - [E:9| 0]: Train Loss:0.00067267, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:41:01,392 - testrun_4365653a - [INFO] - [E:9| 100]: Train Loss:0.00065677, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:42:39,086 - testrun_4365653a - [INFO] - [E:9| 200]: Train Loss:0.00064969, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:44:17,706 - testrun_4365653a - [INFO] - [E:9| 300]: Train Loss:0.00064756, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:45:55,647 - testrun_4365653a - [INFO] - [E:9| 400]: Train Loss:0.00064838, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:47:34,652 - testrun_4365653a - [INFO] - [E:9| 500]: Train Loss:0.00064789, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:49:12,036 - testrun_4365653a - [INFO] - [E:9| 600]: Train Loss:0.00064549, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:50:50,290 - testrun_4365653a - [INFO] - [E:9| 700]: Train Loss:0.00064495, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:52:31,896 - testrun_4365653a - [INFO] - [E:9| 800]: Train Loss:0.00064552, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:52:39,407 - testrun_4365653a - [INFO] - [Epoch:9]: Training Loss:0.0006457
2023-04-28 15:52:39,876 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 15:52:48,749 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 15:52:57,250 - testrun_4365653a - [INFO] - [Evaluating Epoch 9 valid]:
MRR: Tail : 0.01435, Head : 0.00194, Avg : 0.00814
MR: Tail : 1.1887e+04, Head : 1.7563e+04, Avg : 1.4725e+04
Hit-1: Tail : 0.00461, Head : 0.0, Avg : 0.00231
Hit-3: Tail : 0.0145, Head : 0.0, Avg : 0.00725
Hit-10: Tail : 0.02868, Head : 0.00527, Avg : 0.01697
2023-04-28 15:52:57,250 - testrun_4365653a - [INFO] - [Epoch 9]: Training Loss: 0.00064574, Valid MRR: 0.00856,
2023-04-28 15:52:58,064 - testrun_4365653a - [INFO] - [E:10| 0]: Train Loss:0.0006051, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:54:37,387 - testrun_4365653a - [INFO] - [E:10| 100]: Train Loss:0.00064486, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:56:15,958 - testrun_4365653a - [INFO] - [E:10| 200]: Train Loss:0.00064485, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:57:55,185 - testrun_4365653a - [INFO] - [E:10| 300]: Train Loss:0.00064451, Val MRR:0.00856, testrun_4365653a
2023-04-28 15:59:34,079 - testrun_4365653a - [INFO] - [E:10| 400]: Train Loss:0.00064443, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:01:12,918 - testrun_4365653a - [INFO] - [E:10| 500]: Train Loss:0.00064364, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:02:41,744 - testrun_4365653a - [INFO] - [E:10| 600]: Train Loss:0.00064302, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:04:21,631 - testrun_4365653a - [INFO] - [E:10| 700]: Train Loss:0.00064304, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:05:59,574 - testrun_4365653a - [INFO] - [E:10| 800]: Train Loss:0.00064269, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:06:07,382 - testrun_4365653a - [INFO] - [Epoch:10]: Training Loss:0.0006428
2023-04-28 16:06:07,879 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 16:06:18,644 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 16:06:28,024 - testrun_4365653a - [INFO] - [Evaluating Epoch 10 valid]:
MRR: Tail : 0.01089, Head : 0.0058, Avg : 0.00834
2023-04-28 16:06:28,024 - testrun_4365653a - [INFO] - [Epoch 10]: Training Loss: 0.00064282, Valid MRR: 0.00856,
2023-04-28 16:06:29,057 - testrun_4365653a - [INFO] - [E:11| 0]: Train Loss:0.00070778, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:08:07,963 - testrun_4365653a - [INFO] - [E:11| 100]: Train Loss:0.00064793, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:09:46,647 - testrun_4365653a - [INFO] - [E:11| 200]: Train Loss:0.00064744, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:11:25,280 - testrun_4365653a - [INFO] - [E:11| 300]: Train Loss:0.00064641, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:13:02,225 - testrun_4365653a - [INFO] - [E:11| 400]: Train Loss:0.00064496, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:14:40,954 - testrun_4365653a - [INFO] - [E:11| 500]: Train Loss:0.00064566, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:16:18,520 - testrun_4365653a - [INFO] - [E:11| 600]: Train Loss:0.00064333, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:17:57,305 - testrun_4365653a - [INFO] - [E:11| 700]: Train Loss:0.00064206, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:19:36,366 - testrun_4365653a - [INFO] - [E:11| 800]: Train Loss:0.00064233, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:19:44,340 - testrun_4365653a - [INFO] - [Epoch:11]: Training Loss:0.0006422
2023-04-28 16:19:44,629 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 16:19:53,787 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 16:20:02,598 - testrun_4365653a - [INFO] - [Evaluating Epoch 11 valid]:
MRR: Tail : 0.01102, Head : 0.00572, Avg : 0.00837
2023-04-28 16:20:02,598 - testrun_4365653a - [INFO] - [Epoch 11]: Training Loss: 0.00064217, Valid MRR: 0.00856,
2023-04-28 16:20:03,591 - testrun_4365653a - [INFO] - [E:12| 0]: Train Loss:0.00062975, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:21:43,235 - testrun_4365653a - [INFO] - [E:12| 100]: Train Loss:0.00065435, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:23:20,282 - testrun_4365653a - [INFO] - [E:12| 200]: Train Loss:0.00065013, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:24:58,983 - testrun_4365653a - [INFO] - [E:12| 300]: Train Loss:0.00064596, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:26:33,102 - testrun_4365653a - [INFO] - [E:12| 400]: Train Loss:0.00064437, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:28:05,121 - testrun_4365653a - [INFO] - [E:12| 500]: Train Loss:0.00064422, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:29:44,828 - testrun_4365653a - [INFO] - [E:12| 600]: Train Loss:0.00064235, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:31:23,865 - testrun_4365653a - [INFO] - [E:12| 700]: Train Loss:0.00064195, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:33:03,647 - testrun_4365653a - [INFO] - [E:12| 800]: Train Loss:0.00064139, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:33:11,295 - testrun_4365653a - [INFO] - [Epoch:12]: Training Loss:0.0006415
2023-04-28 16:33:11,592 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 16:33:20,247 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 16:33:29,105 - testrun_4365653a - [INFO] - [Evaluating Epoch 12 valid]:
MRR: Tail : 0.01095, Head : 0.00591, Avg : 0.00843
2023-04-28 16:33:29,105 - testrun_4365653a - [INFO] - [Epoch 12]: Training Loss: 0.00064147, Valid MRR: 0.00856,
2023-04-28 16:33:29,977 - testrun_4365653a - [INFO] - [E:13| 0]: Train Loss:0.00063367, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:35:09,941 - testrun_4365653a - [INFO] - [E:13| 100]: Train Loss:0.00064839, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:36:51,120 - testrun_4365653a - [INFO] - [E:13| 200]: Train Loss:0.00064002, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:38:29,701 - testrun_4365653a - [INFO] - [E:13| 300]: Train Loss:0.00063934, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:40:08,626 - testrun_4365653a - [INFO] - [E:13| 400]: Train Loss:0.00064004, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:41:47,270 - testrun_4365653a - [INFO] - [E:13| 500]: Train Loss:0.00064243, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:43:24,853 - testrun_4365653a - [INFO] - [E:13| 600]: Train Loss:0.00064448, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:45:04,443 - testrun_4365653a - [INFO] - [E:13| 700]: Train Loss:0.00064332, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:46:43,047 - testrun_4365653a - [INFO] - [E:13| 800]: Train Loss:0.00064151, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:46:50,620 - testrun_4365653a - [INFO] - [Epoch:13]: Training Loss:0.0006418
2023-04-28 16:46:51,092 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 16:46:59,817 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 16:47:08,502 - testrun_4365653a - [INFO] - [Evaluating Epoch 13 valid]:
MRR: Tail : 0.01318, Head : 0.00351, Avg : 0.00835
2023-04-28 16:47:08,502 - testrun_4365653a - [INFO] - [Epoch 13]: Training Loss: 0.00064179, Valid MRR: 0.00856,
2023-04-28 16:47:09,668 - testrun_4365653a - [INFO] - [E:14| 0]: Train Loss:0.00070127, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:48:48,309 - testrun_4365653a - [INFO] - [E:14| 100]: Train Loss:0.00064571, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:50:25,387 - testrun_4365653a - [INFO] - [E:14| 200]: Train Loss:0.00064488, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:51:55,499 - testrun_4365653a - [INFO] - [E:14| 300]: Train Loss:0.00064491, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:53:34,536 - testrun_4365653a - [INFO] - [E:14| 400]: Train Loss:0.000643, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:55:13,360 - testrun_4365653a - [INFO] - [E:14| 500]: Train Loss:0.0006427, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:56:52,513 - testrun_4365653a - [INFO] - [E:14| 600]: Train Loss:0.00064108, Val MRR:0.00856, testrun_4365653a
2023-04-28 16:58:32,295 - testrun_4365653a - [INFO] - [E:14| 700]: Train Loss:0.00064161, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:00:11,958 - testrun_4365653a - [INFO] - [E:14| 800]: Train Loss:0.00064181, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:00:19,231 - testrun_4365653a - [INFO] - [Epoch:14]: Training Loss:0.0006416
2023-04-28 17:00:19,677 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 17:00:29,012 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 17:00:37,627 - testrun_4365653a - [INFO] - [Evaluating Epoch 14 valid]:
MRR: Tail : 0.01293, Head : 0.00348, Avg : 0.0082
2023-04-28 17:00:37,627 - testrun_4365653a - [INFO] - [Epoch 14]: Training Loss: 0.00064156, Valid MRR: 0.00856,
2023-04-28 17:00:38,437 - testrun_4365653a - [INFO] - [E:15| 0]: Train Loss:0.00061894, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:02:17,205 - testrun_4365653a - [INFO] - [E:15| 100]: Train Loss:0.00064471, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:03:52,935 - testrun_4365653a - [INFO] - [E:15| 200]: Train Loss:0.00064194, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:05:30,584 - testrun_4365653a - [INFO] - [E:15| 300]: Train Loss:0.00063931, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:07:12,534 - testrun_4365653a - [INFO] - [E:15| 400]: Train Loss:0.00064055, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:08:49,715 - testrun_4365653a - [INFO] - [E:15| 500]: Train Loss:0.00064177, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:10:28,336 - testrun_4365653a - [INFO] - [E:15| 600]: Train Loss:0.00064093, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:12:07,661 - testrun_4365653a - [INFO] - [E:15| 700]: Train Loss:0.00064008, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:13:46,440 - testrun_4365653a - [INFO] - [E:15| 800]: Train Loss:0.00064056, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:13:53,977 - testrun_4365653a - [INFO] - [Epoch:15]: Training Loss:0.0006413
2023-04-28 17:13:54,359 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 17:14:03,416 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 17:14:12,231 - testrun_4365653a - [INFO] - [Evaluating Epoch 15 valid]:
MRR: Tail : 0.01331, Head : 0.00341, Avg : 0.00836
2023-04-28 17:14:12,231 - testrun_4365653a - [INFO] - [Epoch 15]: Training Loss: 0.00064129, Valid MRR: 0.00856,
2023-04-28 17:14:13,219 - testrun_4365653a - [INFO] - [E:16| 0]: Train Loss:0.00061828, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:15:51,932 - testrun_4365653a - [INFO] - [E:16| 100]: Train Loss:0.00063605, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:17:20,595 - testrun_4365653a - [INFO] - [E:16| 200]: Train Loss:0.00064033, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:18:58,998 - testrun_4365653a - [INFO] - [E:16| 300]: Train Loss:0.00063986, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:20:38,316 - testrun_4365653a - [INFO] - [E:16| 400]: Train Loss:0.0006405, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:22:19,123 - testrun_4365653a - [INFO] - [E:16| 500]: Train Loss:0.00064158, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:23:56,023 - testrun_4365653a - [INFO] - [E:16| 600]: Train Loss:0.00064024, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:25:33,365 - testrun_4365653a - [INFO] - [E:16| 700]: Train Loss:0.00064036, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:27:11,856 - testrun_4365653a - [INFO] - [E:16| 800]: Train Loss:0.00064114, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:27:19,650 - testrun_4365653a - [INFO] - [Epoch:16]: Training Loss:0.0006411
2023-04-28 17:27:20,127 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 17:27:29,068 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 17:27:37,677 - testrun_4365653a - [INFO] - [Evaluating Epoch 16 valid]:
MRR: Tail : 0.01076, Head : 0.00586, Avg : 0.00831
2023-04-28 17:27:37,677 - testrun_4365653a - [INFO] - [Epoch 16]: Training Loss: 0.00064114, Valid MRR: 0.00856,
2023-04-28 17:27:38,812 - testrun_4365653a - [INFO] - [E:17| 0]: Train Loss:0.00071628, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:29:17,709 - testrun_4365653a - [INFO] - [E:17| 100]: Train Loss:0.00063399, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:30:56,184 - testrun_4365653a - [INFO] - [E:17| 200]: Train Loss:0.00063697, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:32:32,897 - testrun_4365653a - [INFO] - [E:17| 300]: Train Loss:0.00063796, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:34:09,958 - testrun_4365653a - [INFO] - [E:17| 400]: Train Loss:0.00063926, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:35:46,853 - testrun_4365653a - [INFO] - [E:17| 500]: Train Loss:0.00063941, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:37:28,869 - testrun_4365653a - [INFO] - [E:17| 600]: Train Loss:0.00063987, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:39:07,697 - testrun_4365653a - [INFO] - [E:17| 700]: Train Loss:0.00063949, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:40:46,693 - testrun_4365653a - [INFO] - [E:17| 800]: Train Loss:0.00064073, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:40:54,337 - testrun_4365653a - [INFO] - [Epoch:17]: Training Loss:0.0006407
2023-04-28 17:40:54,793 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 17:41:03,570 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 17:41:12,264 - testrun_4365653a - [INFO] - [Evaluating Epoch 17 valid]:
MRR: Tail : 0.01097, Head : 0.00589, Avg : 0.00843
2023-04-28 17:41:12,265 - testrun_4365653a - [INFO] - [Epoch 17]: Training Loss: 0.0006407, Valid MRR: 0.00856,
2023-04-28 17:41:13,359 - testrun_4365653a - [INFO] - [E:18| 0]: Train Loss:0.00060059, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:42:42,360 - testrun_4365653a - [INFO] - [E:18| 100]: Train Loss:0.00063928, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:44:19,507 - testrun_4365653a - [INFO] - [E:18| 200]: Train Loss:0.00063821, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:45:56,035 - testrun_4365653a - [INFO] - [E:18| 300]: Train Loss:0.00063843, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:47:34,568 - testrun_4365653a - [INFO] - [E:18| 400]: Train Loss:0.00063981, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:49:13,467 - testrun_4365653a - [INFO] - [E:18| 500]: Train Loss:0.00064017, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:50:52,204 - testrun_4365653a - [INFO] - [E:18| 600]: Train Loss:0.00064046, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:52:33,771 - testrun_4365653a - [INFO] - [E:18| 700]: Train Loss:0.00064133, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:54:12,468 - testrun_4365653a - [INFO] - [E:18| 800]: Train Loss:0.00064037, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:54:19,868 - testrun_4365653a - [INFO] - [Epoch:18]: Training Loss:0.0006402
2023-04-28 17:54:20,320 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 17:54:29,115 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 17:54:37,589 - testrun_4365653a - [INFO] - [Evaluating Epoch 18 valid]:
MRR: Tail : 0.01033, Head : 0.00599, Avg : 0.00816
2023-04-28 17:54:37,590 - testrun_4365653a - [INFO] - [Epoch 18]: Training Loss: 0.00064021, Valid MRR: 0.00856,
2023-04-28 17:54:38,721 - testrun_4365653a - [INFO] - [E:19| 0]: Train Loss:0.00066783, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:56:17,639 - testrun_4365653a - [INFO] - [E:19| 100]: Train Loss:0.00064291, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:57:57,193 - testrun_4365653a - [INFO] - [E:19| 200]: Train Loss:0.00064072, Val MRR:0.00856, testrun_4365653a
2023-04-28 17:59:36,175 - testrun_4365653a - [INFO] - [E:19| 300]: Train Loss:0.00063797, Val MRR:0.00856, testrun_4365653a
2023-04-28 18:01:15,727 - testrun_4365653a - [INFO] - [E:19| 400]: Train Loss:0.00063794, Val MRR:0.00856, testrun_4365653a
2023-04-28 18:02:55,078 - testrun_4365653a - [INFO] - [E:19| 500]: Train Loss:0.00063776, Val MRR:0.00856, testrun_4365653a
2023-04-28 18:04:34,369 - testrun_4365653a - [INFO] - [E:19| 600]: Train Loss:0.00063973, Val MRR:0.00856, testrun_4365653a
2023-04-28 18:06:15,088 - testrun_4365653a - [INFO] - [E:19| 700]: Train Loss:0.00063975, Val MRR:0.00856, testrun_4365653a
2023-04-28 18:07:43,611 - testrun_4365653a - [INFO] - [E:19| 800]: Train Loss:0.00064021, Val MRR:0.00856, testrun_4365653a
2023-04-28 18:07:51,102 - testrun_4365653a - [INFO] - [Epoch:19]: Training Loss:0.0006402
2023-04-28 18:07:51,572 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 18:08:00,465 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 18:08:09,054 - testrun_4365653a - [INFO] - [Evaluating Epoch 19 valid]:
MRR: Tail : 0.01284, Head : 0.00387, Avg : 0.00836
MR: Tail : 1.1553e+04, Head : 1.7873e+04, Avg : 1.4713e+04
Hit-1: Tail : 0.00461, Head : 0.0, Avg : 0.00231
Hit-3: Tail : 0.00824, Head : 0.00626, Avg : 0.00725
Hit-10: Tail : 0.02933, Head : 0.00692, Avg : 0.01813
2023-04-28 18:08:09,055 - testrun_4365653a - [INFO] - [Epoch 19]: Training Loss: 0.00064018, Valid MRR: 0.00856,
2023-04-28 18:08:10,170 - testrun_4365653a - [INFO] - [E:20| 0]: Train Loss:0.00060157, Val MRR:0.00856, testrun_4365653a
2023-04-28 18:09:48,039 - testrun_4365653a - [INFO] - [E:20| 100]: Train Loss:0.00064197, Val MRR:0.00856, testrun_4365653a
2023-04-28 18:11:25,497 - testrun_4365653a - [INFO] - [E:20| 200]: Train Loss:0.00064165, Val MRR:0.00856, testrun_4365653a
2023-04-28 18:13:04,167 - testrun_4365653a - [INFO] - [E:20| 300]: Train Loss:0.00063862, Val MRR:0.00856, testrun_4365653a
2023-04-28 18:14:42,370 - testrun_4365653a - [INFO] - [E:20| 400]: Train Loss:0.00063829, Val MRR:0.00856, testrun_4365653a
2023-04-28 18:16:19,791 - testrun_4365653a - [INFO] - [E:20| 500]: Train Loss:0.00063904, Val MRR:0.00856, testrun_4365653a
2023-04-28 18:17:58,826 - testrun_4365653a - [INFO] - [E:20| 600]: Train Loss:0.00063942, Val MRR:0.00856, testrun_4365653a
2023-04-28 18:19:36,482 - testrun_4365653a - [INFO] - [E:20| 700]: Train Loss:0.00064, Val MRR:0.00856, testrun_4365653a
2023-04-28 18:21:16,993 - testrun_4365653a - [INFO] - [E:20| 800]: Train Loss:0.00064007, Val MRR:0.00856, testrun_4365653a
2023-04-28 18:21:26,032 - testrun_4365653a - [INFO] - [Epoch:20]: Training Loss:0.0006401
2023-04-28 18:21:26,448 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 18:21:35,388 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 18:21:43,869 - testrun_4365653a - [INFO] - [Evaluating Epoch 20 valid]:
MRR: Tail : 0.0148, Head : 0.00398, Avg : 0.00939
2023-04-28 18:21:47,333 - testrun_4365653a - [INFO] - [Epoch 20]: Training Loss: 0.00064009, Valid MRR: 0.00939,
2023-04-28 18:21:48,519 - testrun_4365653a - [INFO] - [E:21| 0]: Train Loss:0.00062323, Val MRR:0.00939, testrun_4365653a
2023-04-28 18:23:26,061 - testrun_4365653a - [INFO] - [E:21| 100]: Train Loss:0.00063077, Val MRR:0.00939, testrun_4365653a
2023-04-28 18:25:06,391 - testrun_4365653a - [INFO] - [E:21| 200]: Train Loss:0.00063742, Val MRR:0.00939, testrun_4365653a
2023-04-28 18:26:44,271 - testrun_4365653a - [INFO] - [E:21| 300]: Train Loss:0.00063739, Val MRR:0.00939, testrun_4365653a
2023-04-28 18:28:22,418 - testrun_4365653a - [INFO] - [E:21| 400]: Train Loss:0.00064076, Val MRR:0.00939, testrun_4365653a
2023-04-28 18:30:01,436 - testrun_4365653a - [INFO] - [E:21| 500]: Train Loss:0.00064033, Val MRR:0.00939, testrun_4365653a
2023-04-28 18:31:39,259 - testrun_4365653a - [INFO] - [E:21| 600]: Train Loss:0.00063944, Val MRR:0.00939, testrun_4365653a
2023-04-28 18:33:08,771 - testrun_4365653a - [INFO] - [E:21| 700]: Train Loss:0.00063867, Val MRR:0.00939, testrun_4365653a
2023-04-28 18:34:47,158 - testrun_4365653a - [INFO] - [E:21| 800]: Train Loss:0.00063994, Val MRR:0.00939, testrun_4365653a
2023-04-28 18:34:55,114 - testrun_4365653a - [INFO] - [Epoch:21]: Training Loss:0.0006397
2023-04-28 18:34:55,479 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 18:35:04,519 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 18:35:13,046 - testrun_4365653a - [INFO] - [Evaluating Epoch 21 valid]:
MRR: Tail : 0.01534, Head : 0.00734, Avg : 0.01134
2023-04-28 18:35:14,572 - testrun_4365653a - [INFO] - [Epoch 21]: Training Loss: 0.00063972, Valid MRR: 0.01134,
2023-04-28 18:35:15,828 - testrun_4365653a - [INFO] - [E:22| 0]: Train Loss:0.00061608, Val MRR:0.01134, testrun_4365653a
2023-04-28 18:36:56,930 - testrun_4365653a - [INFO] - [E:22| 100]: Train Loss:0.00062832, Val MRR:0.01134, testrun_4365653a
2023-04-28 18:38:35,895 - testrun_4365653a - [INFO] - [E:22| 200]: Train Loss:0.00063204, Val MRR:0.01134, testrun_4365653a
2023-04-28 18:40:15,134 - testrun_4365653a - [INFO] - [E:22| 300]: Train Loss:0.00063337, Val MRR:0.01134, testrun_4365653a
2023-04-28 18:41:52,114 - testrun_4365653a - [INFO] - [E:22| 400]: Train Loss:0.00063531, Val MRR:0.01134, testrun_4365653a
2023-04-28 18:43:31,195 - testrun_4365653a - [INFO] - [E:22| 500]: Train Loss:0.00063549, Val MRR:0.01134, testrun_4365653a
2023-04-28 18:45:09,512 - testrun_4365653a - [INFO] - [E:22| 600]: Train Loss:0.0006379, Val MRR:0.01134, testrun_4365653a
2023-04-28 18:46:47,529 - testrun_4365653a - [INFO] - [E:22| 700]: Train Loss:0.00063902, Val MRR:0.01134, testrun_4365653a
2023-04-28 18:48:26,629 - testrun_4365653a - [INFO] - [E:22| 800]: Train Loss:0.00063896, Val MRR:0.01134, testrun_4365653a
2023-04-28 18:48:34,249 - testrun_4365653a - [INFO] - [Epoch:22]: Training Loss:0.0006388
2023-04-28 18:48:34,533 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 18:48:43,252 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 18:48:51,976 - testrun_4365653a - [INFO] - [Evaluating Epoch 22 valid]:
MRR: Tail : 0.0157, Head : 0.00786, Avg : 0.01178
2023-04-28 18:48:53,539 - testrun_4365653a - [INFO] - [Epoch 22]: Training Loss: 0.00063881, Valid MRR: 0.01178,
2023-04-28 18:48:54,763 - testrun_4365653a - [INFO] - [E:23| 0]: Train Loss:0.0006471, Val MRR:0.01178, testrun_4365653a
2023-04-28 18:50:33,046 - testrun_4365653a - [INFO] - [E:23| 100]: Train Loss:0.0006342, Val MRR:0.01178, testrun_4365653a
2023-04-28 18:52:13,616 - testrun_4365653a - [INFO] - [E:23| 200]: Train Loss:0.00063195, Val MRR:0.01178, testrun_4365653a
2023-04-28 18:53:52,267 - testrun_4365653a - [INFO] - [E:23| 300]: Train Loss:0.0006367, Val MRR:0.01178, testrun_4365653a
2023-04-28 18:55:31,258 - testrun_4365653a - [INFO] - [E:23| 400]: Train Loss:0.00064004, Val MRR:0.01178, testrun_4365653a
2023-04-28 18:57:02,062 - testrun_4365653a - [INFO] - [E:23| 500]: Train Loss:0.00063855, Val MRR:0.01178, testrun_4365653a
2023-04-28 18:58:39,124 - testrun_4365653a - [INFO] - [E:23| 600]: Train Loss:0.00063709, Val MRR:0.01178, testrun_4365653a
2023-04-28 19:00:18,926 - testrun_4365653a - [INFO] - [E:23| 700]: Train Loss:0.00063658, Val MRR:0.01178, testrun_4365653a
2023-04-28 19:01:56,894 - testrun_4365653a - [INFO] - [E:23| 800]: Train Loss:0.00063791, Val MRR:0.01178, testrun_4365653a
2023-04-28 19:02:04,418 - testrun_4365653a - [INFO] - [Epoch:23]: Training Loss:0.000638
2023-04-28 19:02:04,833 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 19:02:13,500 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 19:02:22,088 - testrun_4365653a - [INFO] - [Evaluating Epoch 23 valid]:
MRR: Tail : 0.01481, Head : 0.0083, Avg : 0.01156
2023-04-28 19:02:22,088 - testrun_4365653a - [INFO] - [Epoch 23]: Training Loss: 0.00063797, Valid MRR: 0.01178,
2023-04-28 19:02:23,178 - testrun_4365653a - [INFO] - [E:24| 0]: Train Loss:0.00065655, Val MRR:0.01178, testrun_4365653a
2023-04-28 19:04:00,159 - testrun_4365653a - [INFO] - [E:24| 100]: Train Loss:0.00063206, Val MRR:0.01178, testrun_4365653a
2023-04-28 19:05:39,197 - testrun_4365653a - [INFO] - [E:24| 200]: Train Loss:0.00063687, Val MRR:0.01178, testrun_4365653a
2023-04-28 19:07:19,999 - testrun_4365653a - [INFO] - [E:24| 300]: Train Loss:0.00063605, Val MRR:0.01178, testrun_4365653a
2023-04-28 19:08:57,106 - testrun_4365653a - [INFO] - [E:24| 400]: Train Loss:0.00063638, Val MRR:0.01178, testrun_4365653a
2023-04-28 19:10:36,076 - testrun_4365653a - [INFO] - [E:24| 500]: Train Loss:0.00063705, Val MRR:0.01178, testrun_4365653a
2023-04-28 19:12:15,568 - testrun_4365653a - [INFO] - [E:24| 600]: Train Loss:0.00063628, Val MRR:0.01178, testrun_4365653a
2023-04-28 19:13:53,527 - testrun_4365653a - [INFO] - [E:24| 700]: Train Loss:0.00063659, Val MRR:0.01178, testrun_4365653a
2023-04-28 19:15:31,686 - testrun_4365653a - [INFO] - [E:24| 800]: Train Loss:0.00063625, Val MRR:0.01178, testrun_4365653a
2023-04-28 19:15:39,262 - testrun_4365653a - [INFO] - [Epoch:24]: Training Loss:0.0006367
2023-04-28 19:15:39,678 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 19:15:48,563 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 19:15:57,429 - testrun_4365653a - [INFO] - [Evaluating Epoch 24 valid]:
MRR: Tail : 0.01546, Head : 0.00878, Avg : 0.01212
2023-04-28 19:15:59,111 - testrun_4365653a - [INFO] - [Epoch 24]: Training Loss: 0.0006367, Valid MRR: 0.01212,
2023-04-28 19:16:00,135 - testrun_4365653a - [INFO] - [E:25| 0]: Train Loss:0.00065969, Val MRR:0.01212, testrun_4365653a
2023-04-28 19:17:37,553 - testrun_4365653a - [INFO] - [E:25| 100]: Train Loss:0.00064064, Val MRR:0.01212, testrun_4365653a
2023-04-28 19:19:15,490 - testrun_4365653a - [INFO] - [E:25| 200]: Train Loss:0.00063517, Val MRR:0.01212, testrun_4365653a
2023-04-28 19:20:53,751 - testrun_4365653a - [INFO] - [E:25| 300]: Train Loss:0.00063312, Val MRR:0.01212, testrun_4365653a
2023-04-28 19:22:25,725 - testrun_4365653a - [INFO] - [E:25| 400]: Train Loss:0.00063472, Val MRR:0.01212, testrun_4365653a
2023-04-28 19:24:03,894 - testrun_4365653a - [INFO] - [E:25| 500]: Train Loss:0.00063581, Val MRR:0.01212, testrun_4365653a
2023-04-28 19:25:42,596 - testrun_4365653a - [INFO] - [E:25| 600]: Train Loss:0.0006357, Val MRR:0.01212, testrun_4365653a
2023-04-28 19:27:21,493 - testrun_4365653a - [INFO] - [E:25| 700]: Train Loss:0.00063561, Val MRR:0.01212, testrun_4365653a
2023-04-28 19:28:59,358 - testrun_4365653a - [INFO] - [E:25| 800]: Train Loss:0.00063564, Val MRR:0.01212, testrun_4365653a
2023-04-28 19:29:07,057 - testrun_4365653a - [INFO] - [Epoch:25]: Training Loss:0.0006356
2023-04-28 19:29:07,479 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 19:29:16,647 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 19:29:25,293 - testrun_4365653a - [INFO] - [Evaluating Epoch 25 valid]:
MRR: Tail : 0.01572, Head : 0.00898, Avg : 0.01235
2023-04-28 19:29:27,990 - testrun_4365653a - [INFO] - [Epoch 25]: Training Loss: 0.00063563, Valid MRR: 0.01235,
2023-04-28 19:29:29,139 - testrun_4365653a - [INFO] - [E:26| 0]: Train Loss:0.00061317, Val MRR:0.01235, testrun_4365653a
2023-04-28 19:31:09,086 - testrun_4365653a - [INFO] - [E:26| 100]: Train Loss:0.00063476, Val MRR:0.01235, testrun_4365653a
2023-04-28 19:32:47,930 - testrun_4365653a - [INFO] - [E:26| 200]: Train Loss:0.00062915, Val MRR:0.01235, testrun_4365653a
2023-04-28 19:34:27,169 - testrun_4365653a - [INFO] - [E:26| 300]: Train Loss:0.00063167, Val MRR:0.01235, testrun_4365653a
2023-04-28 19:36:05,550 - testrun_4365653a - [INFO] - [E:26| 400]: Train Loss:0.00063348, Val MRR:0.01235, testrun_4365653a
2023-04-28 19:37:46,287 - testrun_4365653a - [INFO] - [E:26| 500]: Train Loss:0.00063366, Val MRR:0.01235, testrun_4365653a
2023-04-28 19:39:23,681 - testrun_4365653a - [INFO] - [E:26| 600]: Train Loss:0.00063436, Val MRR:0.01235, testrun_4365653a
2023-04-28 19:41:01,892 - testrun_4365653a - [INFO] - [E:26| 700]: Train Loss:0.00063423, Val MRR:0.01235, testrun_4365653a
2023-04-28 19:42:40,454 - testrun_4365653a - [INFO] - [E:26| 800]: Train Loss:0.00063438, Val MRR:0.01235, testrun_4365653a
2023-04-28 19:42:47,900 - testrun_4365653a - [INFO] - [Epoch:26]: Training Loss:0.0006343
2023-04-28 19:42:48,327 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 19:42:57,399 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 19:43:06,080 - testrun_4365653a - [INFO] - [Evaluating Epoch 26 valid]:
MRR: Tail : 0.01594, Head : 0.00933, Avg : 0.01263
2023-04-28 19:43:07,682 - testrun_4365653a - [INFO] - [Epoch 26]: Training Loss: 0.00063428, Valid MRR: 0.01263,
2023-04-28 19:43:08,685 - testrun_4365653a - [INFO] - [E:27| 0]: Train Loss:0.00062948, Val MRR:0.01263, testrun_4365653a
2023-04-28 19:44:47,227 - testrun_4365653a - [INFO] - [E:27| 100]: Train Loss:0.00063108, Val MRR:0.01263, testrun_4365653a
2023-04-28 19:46:26,461 - testrun_4365653a - [INFO] - [E:27| 200]: Train Loss:0.00062832, Val MRR:0.01263, testrun_4365653a
2023-04-28 19:47:55,564 - testrun_4365653a - [INFO] - [E:27| 300]: Train Loss:0.00063155, Val MRR:0.01263, testrun_4365653a
2023-04-28 19:49:32,390 - testrun_4365653a - [INFO] - [E:27| 400]: Train Loss:0.00062871, Val MRR:0.01263, testrun_4365653a
2023-04-28 19:51:09,659 - testrun_4365653a - [INFO] - [E:27| 500]: Train Loss:0.00063072, Val MRR:0.01263, testrun_4365653a
2023-04-28 19:52:51,526 - testrun_4365653a - [INFO] - [E:27| 600]: Train Loss:0.00063019, Val MRR:0.01263, testrun_4365653a
2023-04-28 19:54:29,716 - testrun_4365653a - [INFO] - [E:27| 700]: Train Loss:0.00063009, Val MRR:0.01263, testrun_4365653a
2023-04-28 19:56:07,682 - testrun_4365653a - [INFO] - [E:27| 800]: Train Loss:0.00063295, Val MRR:0.01263, testrun_4365653a
2023-04-28 19:56:14,747 - testrun_4365653a - [INFO] - [Epoch:27]: Training Loss:0.0006328
2023-04-28 19:56:15,204 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 19:56:23,920 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 19:56:32,496 - testrun_4365653a - [INFO] - [Evaluating Epoch 27 valid]:
MRR: Tail : 0.01771, Head : 0.00939, Avg : 0.01355
2023-04-28 19:56:34,044 - testrun_4365653a - [INFO] - [Epoch 27]: Training Loss: 0.00063281, Valid MRR: 0.01355,
2023-04-28 19:56:34,875 - testrun_4365653a - [INFO] - [E:28| 0]: Train Loss:0.00056406, Val MRR:0.01355, testrun_4365653a
2023-04-28 19:58:12,997 - testrun_4365653a - [INFO] - [E:28| 100]: Train Loss:0.00062685, Val MRR:0.01355, testrun_4365653a
2023-04-28 19:59:51,202 - testrun_4365653a - [INFO] - [E:28| 200]: Train Loss:0.00063061, Val MRR:0.01355, testrun_4365653a
2023-04-28 20:01:30,048 - testrun_4365653a - [INFO] - [E:28| 300]: Train Loss:0.00063092, Val MRR:0.01355, testrun_4365653a
2023-04-28 20:03:09,017 - testrun_4365653a - [INFO] - [E:28| 400]: Train Loss:0.0006311, Val MRR:0.01355, testrun_4365653a
2023-04-28 20:04:48,005 - testrun_4365653a - [INFO] - [E:28| 500]: Train Loss:0.00063114, Val MRR:0.01355, testrun_4365653a
2023-04-28 20:06:29,066 - testrun_4365653a - [INFO] - [E:28| 600]: Train Loss:0.00062876, Val MRR:0.01355, testrun_4365653a
2023-04-28 20:08:08,092 - testrun_4365653a - [INFO] - [E:28| 700]: Train Loss:0.00062928, Val MRR:0.01355, testrun_4365653a
2023-04-28 20:09:46,674 - testrun_4365653a - [INFO] - [E:28| 800]: Train Loss:0.00063119, Val MRR:0.01355, testrun_4365653a
2023-04-28 20:09:54,300 - testrun_4365653a - [INFO] - [Epoch:28]: Training Loss:0.0006314
2023-04-28 20:09:54,569 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 20:10:03,035 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 20:10:11,009 - testrun_4365653a - [INFO] - [Evaluating Epoch 28 valid]:
MRR: Tail : 0.0203, Head : 0.00964, Avg : 0.01497
2023-04-28 20:10:12,614 - testrun_4365653a - [INFO] - [Epoch 28]: Training Loss: 0.00063141, Valid MRR: 0.01497,
2023-04-28 20:10:13,528 - testrun_4365653a - [INFO] - [E:29| 0]: Train Loss:0.00059835, Val MRR:0.01497, testrun_4365653a
2023-04-28 20:11:50,320 - testrun_4365653a - [INFO] - [E:29| 100]: Train Loss:0.00062321, Val MRR:0.01497, testrun_4365653a
2023-04-28 20:13:19,918 - testrun_4365653a - [INFO] - [E:29| 200]: Train Loss:0.00062629, Val MRR:0.01497, testrun_4365653a
2023-04-28 20:14:58,507 - testrun_4365653a - [INFO] - [E:29| 300]: Train Loss:0.00063069, Val MRR:0.01497, testrun_4365653a
2023-04-28 20:16:37,099 - testrun_4365653a - [INFO] - [E:29| 400]: Train Loss:0.00063042, Val MRR:0.01497, testrun_4365653a
2023-04-28 20:18:16,421 - testrun_4365653a - [INFO] - [E:29| 500]: Train Loss:0.00062918, Val MRR:0.01497, testrun_4365653a
2023-04-28 20:19:56,338 - testrun_4365653a - [INFO] - [E:29| 600]: Train Loss:0.00063082, Val MRR:0.01497, testrun_4365653a
2023-04-28 20:21:37,358 - testrun_4365653a - [INFO] - [E:29| 700]: Train Loss:0.00063035, Val MRR:0.01497, testrun_4365653a
2023-04-28 20:23:15,541 - testrun_4365653a - [INFO] - [E:29| 800]: Train Loss:0.00062982, Val MRR:0.01497, testrun_4365653a
2023-04-28 20:23:23,169 - testrun_4365653a - [INFO] - [Epoch:29]: Training Loss:0.0006299
2023-04-28 20:23:23,644 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 20:23:32,498 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 20:23:41,134 - testrun_4365653a - [INFO] - [Evaluating Epoch 29 valid]:
MRR: Tail : 0.02128, Head : 0.00967, Avg : 0.01547
MR: Tail : 1.0055e+04, Head : 1.6817e+04, Avg : 1.3436e+04
Hit-1: Tail : 0.00494, Head : 0.00659, Avg : 0.00577
Hit-3: Tail : 0.02571, Head : 0.00923, Avg : 0.01747
Hit-10: Tail : 0.04878, Head : 0.01252, Avg : 0.03065
2023-04-28 20:23:42,645 - testrun_4365653a - [INFO] - [Epoch 29]: Training Loss: 0.00062993, Valid MRR: 0.01547,
2023-04-28 20:23:43,864 - testrun_4365653a - [INFO] - [E:30| 0]: Train Loss:0.00063866, Val MRR:0.01547, testrun_4365653a
2023-04-28 20:25:22,520 - testrun_4365653a - [INFO] - [E:30| 100]: Train Loss:0.00063503, Val MRR:0.01547, testrun_4365653a
2023-04-28 20:27:02,611 - testrun_4365653a - [INFO] - [E:30| 200]: Train Loss:0.00063607, Val MRR:0.01547, testrun_4365653a
2023-04-28 20:28:39,553 - testrun_4365653a - [INFO] - [E:30| 300]: Train Loss:0.0006314, Val MRR:0.01547, testrun_4365653a
2023-04-28 20:30:17,441 - testrun_4365653a - [INFO] - [E:30| 400]: Train Loss:0.00062842, Val MRR:0.01547, testrun_4365653a
2023-04-28 20:31:54,246 - testrun_4365653a - [INFO] - [E:30| 500]: Train Loss:0.00062833, Val MRR:0.01547, testrun_4365653a
2023-04-28 20:33:33,079 - testrun_4365653a - [INFO] - [E:30| 600]: Train Loss:0.00062812, Val MRR:0.01547, testrun_4365653a
2023-04-28 20:35:11,689 - testrun_4365653a - [INFO] - [E:30| 700]: Train Loss:0.00062912, Val MRR:0.01547, testrun_4365653a
2023-04-28 20:36:52,122 - testrun_4365653a - [INFO] - [E:30| 800]: Train Loss:0.00062878, Val MRR:0.01547, testrun_4365653a
2023-04-28 20:36:59,626 - testrun_4365653a - [INFO] - [Epoch:30]: Training Loss:0.0006286
2023-04-28 20:36:59,893 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 20:37:05,482 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 20:37:10,720 - testrun_4365653a - [INFO] - [Evaluating Epoch 30 valid]:
MRR: Tail : 0.01985, Head : 0.0099, Avg : 0.01487
2023-04-28 20:37:10,720 - testrun_4365653a - [INFO] - [Epoch 30]: Training Loss: 0.00062865, Valid MRR: 0.01547,
2023-04-28 20:37:11,452 - testrun_4365653a - [INFO] - [E:31| 0]: Train Loss:0.00059509, Val MRR:0.01547, testrun_4365653a
2023-04-28 20:38:46,958 - testrun_4365653a - [INFO] - [E:31| 100]: Train Loss:0.00062899, Val MRR:0.01547, testrun_4365653a
2023-04-28 20:40:26,862 - testrun_4365653a - [INFO] - [E:31| 200]: Train Loss:0.0006279, Val MRR:0.01547, testrun_4365653a
2023-04-28 20:42:05,698 - testrun_4365653a - [INFO] - [E:31| 300]: Train Loss:0.00062774, Val MRR:0.01547, testrun_4365653a
2023-04-28 20:43:45,293 - testrun_4365653a - [INFO] - [E:31| 400]: Train Loss:0.00062647, Val MRR:0.01547, testrun_4365653a
2023-04-28 20:45:24,091 - testrun_4365653a - [INFO] - [E:31| 500]: Train Loss:0.00062653, Val MRR:0.01547, testrun_4365653a
2023-04-28 20:47:02,977 - testrun_4365653a - [INFO] - [E:31| 600]: Train Loss:0.00062699, Val MRR:0.01547, testrun_4365653a
2023-04-28 20:48:41,585 - testrun_4365653a - [INFO] - [E:31| 700]: Train Loss:0.00062751, Val MRR:0.01547, testrun_4365653a
2023-04-28 20:50:20,438 - testrun_4365653a - [INFO] - [E:31| 800]: Train Loss:0.00062695, Val MRR:0.01547, testrun_4365653a
2023-04-28 20:50:27,979 - testrun_4365653a - [INFO] - [Epoch:31]: Training Loss:0.000627
2023-04-28 20:50:28,342 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 20:50:37,034 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 20:50:45,512 - testrun_4365653a - [INFO] - [Evaluating Epoch 31 valid]:
MRR: Tail : 0.02425, Head : 0.01074, Avg : 0.01749
2023-04-28 20:50:47,134 - testrun_4365653a - [INFO] - [Epoch 31]: Training Loss: 0.00062696, Valid MRR: 0.01749,
2023-04-28 20:50:48,271 - testrun_4365653a - [INFO] - [E:32| 0]: Train Loss:0.00062321, Val MRR:0.01749, testrun_4365653a
2023-04-28 20:52:28,972 - testrun_4365653a - [INFO] - [E:32| 100]: Train Loss:0.00062431, Val MRR:0.01749, testrun_4365653a
2023-04-28 20:54:07,929 - testrun_4365653a - [INFO] - [E:32| 200]: Train Loss:0.00062269, Val MRR:0.01749, testrun_4365653a
2023-04-28 20:55:46,535 - testrun_4365653a - [INFO] - [E:32| 300]: Train Loss:0.00062248, Val MRR:0.01749, testrun_4365653a
2023-04-28 20:57:25,390 - testrun_4365653a - [INFO] - [E:32| 400]: Train Loss:0.0006239, Val MRR:0.01749, testrun_4365653a
2023-04-28 20:59:04,815 - testrun_4365653a - [INFO] - [E:32| 500]: Train Loss:0.00062356, Val MRR:0.01749, testrun_4365653a
2023-04-28 21:00:42,752 - testrun_4365653a - [INFO] - [E:32| 600]: Train Loss:0.00062402, Val MRR:0.01749, testrun_4365653a
2023-04-28 21:02:14,606 - testrun_4365653a - [INFO] - [E:32| 700]: Train Loss:0.00062562, Val MRR:0.01749, testrun_4365653a
2023-04-28 21:03:50,236 - testrun_4365653a - [INFO] - [E:32| 800]: Train Loss:0.00062559, Val MRR:0.01749, testrun_4365653a
2023-04-28 21:03:58,275 - testrun_4365653a - [INFO] - [Epoch:32]: Training Loss:0.0006253
2023-04-28 21:03:58,546 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 21:04:07,474 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 21:04:15,998 - testrun_4365653a - [INFO] - [Evaluating Epoch 32 valid]:
MRR: Tail : 0.02359, Head : 0.0113, Avg : 0.01745
2023-04-28 21:04:15,999 - testrun_4365653a - [INFO] - [Epoch 32]: Training Loss: 0.00062534, Valid MRR: 0.01749,
2023-04-28 21:04:17,078 - testrun_4365653a - [INFO] - [E:33| 0]: Train Loss:0.00061157, Val MRR:0.01749, testrun_4365653a
2023-04-28 21:05:55,051 - testrun_4365653a - [INFO] - [E:33| 100]: Train Loss:0.00062427, Val MRR:0.01749, testrun_4365653a
2023-04-28 21:07:37,271 - testrun_4365653a - [INFO] - [E:33| 200]: Train Loss:0.00062373, Val MRR:0.01749, testrun_4365653a
2023-04-28 21:09:16,152 - testrun_4365653a - [INFO] - [E:33| 300]: Train Loss:0.00062457, Val MRR:0.01749, testrun_4365653a
2023-04-28 21:10:55,244 - testrun_4365653a - [INFO] - [E:33| 400]: Train Loss:0.00062823, Val MRR:0.01749, testrun_4365653a
2023-04-28 21:12:31,858 - testrun_4365653a - [INFO] - [E:33| 500]: Train Loss:0.00062587, Val MRR:0.01749, testrun_4365653a
2023-04-28 21:14:10,857 - testrun_4365653a - [INFO] - [E:33| 600]: Train Loss:0.00062495, Val MRR:0.01749, testrun_4365653a
2023-04-28 21:15:49,465 - testrun_4365653a - [INFO] - [E:33| 700]: Train Loss:0.00062417, Val MRR:0.01749, testrun_4365653a
2023-04-28 21:17:27,875 - testrun_4365653a - [INFO] - [E:33| 800]: Train Loss:0.00062389, Val MRR:0.01749, testrun_4365653a
2023-04-28 21:17:35,423 - testrun_4365653a - [INFO] - [Epoch:33]: Training Loss:0.0006238
2023-04-28 21:17:35,839 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 21:17:44,874 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 21:17:53,719 - testrun_4365653a - [INFO] - [Evaluating Epoch 33 valid]:
MRR: Tail : 0.02776, Head : 0.01325, Avg : 0.0205
2023-04-28 21:17:55,205 - testrun_4365653a - [INFO] - [Epoch 33]: Training Loss: 0.00062378, Valid MRR: 0.0205,
2023-04-28 21:17:56,211 - testrun_4365653a - [INFO] - [E:34| 0]: Train Loss:0.00058279, Val MRR:0.0205, testrun_4365653a
2023-04-28 21:19:35,457 - testrun_4365653a - [INFO] - [E:34| 100]: Train Loss:0.00062264, Val MRR:0.0205, testrun_4365653a
2023-04-28 21:21:17,138 - testrun_4365653a - [INFO] - [E:34| 200]: Train Loss:0.00061899, Val MRR:0.0205, testrun_4365653a
2023-04-28 21:22:55,872 - testrun_4365653a - [INFO] - [E:34| 300]: Train Loss:0.00062453, Val MRR:0.0205, testrun_4365653a
2023-04-28 21:24:32,541 - testrun_4365653a - [INFO] - [E:34| 400]: Train Loss:0.00062325, Val MRR:0.0205, testrun_4365653a
2023-04-28 21:26:11,010 - testrun_4365653a - [INFO] - [E:34| 500]: Train Loss:0.00062189, Val MRR:0.0205, testrun_4365653a
2023-04-28 21:27:40,334 - testrun_4365653a - [INFO] - [E:34| 600]: Train Loss:0.00062132, Val MRR:0.0205, testrun_4365653a
2023-04-28 21:29:19,082 - testrun_4365653a - [INFO] - [E:34| 700]: Train Loss:0.0006224, Val MRR:0.0205, testrun_4365653a
2023-04-28 21:30:57,585 - testrun_4365653a - [INFO] - [E:34| 800]: Train Loss:0.00062211, Val MRR:0.0205, testrun_4365653a
2023-04-28 21:31:05,281 - testrun_4365653a - [INFO] - [Epoch:34]: Training Loss:0.0006223
2023-04-28 21:31:05,549 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 21:31:14,263 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 21:31:22,950 - testrun_4365653a - [INFO] - [Evaluating Epoch 34 valid]:
MRR: Tail : 0.02733, Head : 0.01385, Avg : 0.02059
2023-04-28 21:31:26,841 - testrun_4365653a - [INFO] - [Epoch 34]: Training Loss: 0.00062228, Valid MRR: 0.02059,
2023-04-28 21:31:27,855 - testrun_4365653a - [INFO] - [E:35| 0]: Train Loss:0.00059643, Val MRR:0.02059, testrun_4365653a
2023-04-28 21:33:05,077 - testrun_4365653a - [INFO] - [E:35| 100]: Train Loss:0.00061538, Val MRR:0.02059, testrun_4365653a
2023-04-28 21:34:43,838 - testrun_4365653a - [INFO] - [E:35| 200]: Train Loss:0.00062078, Val MRR:0.02059, testrun_4365653a
2023-04-28 21:36:24,894 - testrun_4365653a - [INFO] - [E:35| 300]: Train Loss:0.00062073, Val MRR:0.02059, testrun_4365653a
2023-04-28 21:38:04,091 - testrun_4365653a - [INFO] - [E:35| 400]: Train Loss:0.00061797, Val MRR:0.02059, testrun_4365653a
2023-04-28 21:39:43,357 - testrun_4365653a - [INFO] - [E:35| 500]: Train Loss:0.00061977, Val MRR:0.02059, testrun_4365653a
2023-04-28 21:41:21,892 - testrun_4365653a - [INFO] - [E:35| 600]: Train Loss:0.00062084, Val MRR:0.02059, testrun_4365653a
2023-04-28 21:43:01,310 - testrun_4365653a - [INFO] - [E:35| 700]: Train Loss:0.00062009, Val MRR:0.02059, testrun_4365653a
2023-04-28 21:44:40,348 - testrun_4365653a - [INFO] - [E:35| 800]: Train Loss:0.00062, Val MRR:0.02059, testrun_4365653a
2023-04-28 21:44:48,002 - testrun_4365653a - [INFO] - [Epoch:35]: Training Loss:0.0006201
2023-04-28 21:44:48,275 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 21:44:57,185 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 21:45:05,998 - testrun_4365653a - [INFO] - [Evaluating Epoch 35 valid]:
MRR: Tail : 0.02918, Head : 0.01474, Avg : 0.02196
2023-04-28 21:45:07,471 - testrun_4365653a - [INFO] - [Epoch 35]: Training Loss: 0.00062006, Valid MRR: 0.02196,
2023-04-28 21:45:08,651 - testrun_4365653a - [INFO] - [E:36| 0]: Train Loss:0.00061805, Val MRR:0.02196, testrun_4365653a
2023-04-28 21:46:47,988 - testrun_4365653a - [INFO] - [E:36| 100]: Train Loss:0.00062439, Val MRR:0.02196, testrun_4365653a
2023-04-28 21:48:25,389 - testrun_4365653a - [INFO] - [E:36| 200]: Train Loss:0.00062158, Val MRR:0.02196, testrun_4365653a
2023-04-28 21:50:03,522 - testrun_4365653a - [INFO] - [E:36| 300]: Train Loss:0.00062158, Val MRR:0.02196, testrun_4365653a
2023-04-28 21:51:45,127 - testrun_4365653a - [INFO] - [E:36| 400]: Train Loss:0.00062027, Val MRR:0.02196, testrun_4365653a
2023-04-28 21:53:14,085 - testrun_4365653a - [INFO] - [E:36| 500]: Train Loss:0.00061944, Val MRR:0.02196, testrun_4365653a
2023-04-28 21:54:51,708 - testrun_4365653a - [INFO] - [E:36| 600]: Train Loss:0.00061791, Val MRR:0.02196, testrun_4365653a
2023-04-28 21:56:29,726 - testrun_4365653a - [INFO] - [E:36| 700]: Train Loss:0.0006189, Val MRR:0.02196, testrun_4365653a
2023-04-28 21:58:09,396 - testrun_4365653a - [INFO] - [E:36| 800]: Train Loss:0.00061834, Val MRR:0.02196, testrun_4365653a
2023-04-28 21:58:16,927 - testrun_4365653a - [INFO] - [Epoch:36]: Training Loss:0.0006186
2023-04-28 21:58:17,300 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 21:58:26,481 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 21:58:35,308 - testrun_4365653a - [INFO] - [Evaluating Epoch 36 valid]:
MRR: Tail : 0.03025, Head : 0.01507, Avg : 0.02266
2023-04-28 21:58:36,783 - testrun_4365653a - [INFO] - [Epoch 36]: Training Loss: 0.00061863, Valid MRR: 0.02266,
2023-04-28 21:58:37,640 - testrun_4365653a - [INFO] - [E:37| 0]: Train Loss:0.00062403, Val MRR:0.02266, testrun_4365653a
2023-04-28 22:00:16,893 - testrun_4365653a - [INFO] - [E:37| 100]: Train Loss:0.00061553, Val MRR:0.02266, testrun_4365653a
2023-04-28 22:01:56,539 - testrun_4365653a - [INFO] - [E:37| 200]: Train Loss:0.00061181, Val MRR:0.02266, testrun_4365653a
2023-04-28 22:03:34,340 - testrun_4365653a - [INFO] - [E:37| 300]: Train Loss:0.00061457, Val MRR:0.02266, testrun_4365653a
2023-04-28 22:05:13,107 - testrun_4365653a - [INFO] - [E:37| 400]: Train Loss:0.00061665, Val MRR:0.02266, testrun_4365653a
2023-04-28 22:06:55,359 - testrun_4365653a - [INFO] - [E:37| 500]: Train Loss:0.00061678, Val MRR:0.02266, testrun_4365653a
2023-04-28 22:08:33,509 - testrun_4365653a - [INFO] - [E:37| 600]: Train Loss:0.00061632, Val MRR:0.02266, testrun_4365653a
2023-04-28 22:10:12,823 - testrun_4365653a - [INFO] - [E:37| 700]: Train Loss:0.00061627, Val MRR:0.02266, testrun_4365653a
2023-04-28 22:11:52,218 - testrun_4365653a - [INFO] - [E:37| 800]: Train Loss:0.00061699, Val MRR:0.02266, testrun_4365653a
2023-04-28 22:12:00,237 - testrun_4365653a - [INFO] - [Epoch:37]: Training Loss:0.0006169
2023-04-28 22:12:00,592 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 22:12:09,411 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 22:12:18,354 - testrun_4365653a - [INFO] - [Evaluating Epoch 37 valid]:
MRR: Tail : 0.03018, Head : 0.01495, Avg : 0.02257
2023-04-28 22:12:18,354 - testrun_4365653a - [INFO] - [Epoch 37]: Training Loss: 0.00061694, Valid MRR: 0.02266,
2023-04-28 22:12:19,538 - testrun_4365653a - [INFO] - [E:38| 0]: Train Loss:0.00064033, Val MRR:0.02266, testrun_4365653a
2023-04-28 22:13:58,634 - testrun_4365653a - [INFO] - [E:38| 100]: Train Loss:0.00061596, Val MRR:0.02266, testrun_4365653a
2023-04-28 22:15:35,085 - testrun_4365653a - [INFO] - [E:38| 200]: Train Loss:0.00061513, Val MRR:0.02266, testrun_4365653a
2023-04-28 22:17:08,491 - testrun_4365653a - [INFO] - [E:38| 300]: Train Loss:0.00061318, Val MRR:0.02266, testrun_4365653a
2023-04-28 22:18:42,357 - testrun_4365653a - [INFO] - [E:38| 400]: Train Loss:0.00061227, Val MRR:0.02266, testrun_4365653a
2023-04-28 22:20:20,282 - testrun_4365653a - [INFO] - [E:38| 500]: Train Loss:0.00061303, Val MRR:0.02266, testrun_4365653a
2023-04-28 22:22:00,258 - testrun_4365653a - [INFO] - [E:38| 600]: Train Loss:0.00061341, Val MRR:0.02266, testrun_4365653a
2023-04-28 22:23:39,663 - testrun_4365653a - [INFO] - [E:38| 700]: Train Loss:0.00061363, Val MRR:0.02266, testrun_4365653a
2023-04-28 22:25:19,463 - testrun_4365653a - [INFO] - [E:38| 800]: Train Loss:0.00061499, Val MRR:0.02266, testrun_4365653a
2023-04-28 22:25:27,187 - testrun_4365653a - [INFO] - [Epoch:38]: Training Loss:0.0006148
2023-04-28 22:25:27,500 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 22:25:36,717 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 22:25:45,399 - testrun_4365653a - [INFO] - [Evaluating Epoch 38 valid]:
MRR: Tail : 0.03226, Head : 0.01518, Avg : 0.02372
2023-04-28 22:25:46,902 - testrun_4365653a - [INFO] - [Epoch 38]: Training Loss: 0.00061479, Valid MRR: 0.02372,
2023-04-28 22:25:48,310 - testrun_4365653a - [INFO] - [E:39| 0]: Train Loss:0.00058009, Val MRR:0.02372, testrun_4365653a
2023-04-28 22:27:26,083 - testrun_4365653a - [INFO] - [E:39| 100]: Train Loss:0.00061496, Val MRR:0.02372, testrun_4365653a
2023-04-28 22:29:04,111 - testrun_4365653a - [INFO] - [E:39| 200]: Train Loss:0.0006084, Val MRR:0.02372, testrun_4365653a
2023-04-28 22:30:42,988 - testrun_4365653a - [INFO] - [E:39| 300]: Train Loss:0.00061024, Val MRR:0.02372, testrun_4365653a
2023-04-28 22:32:19,874 - testrun_4365653a - [INFO] - [E:39| 400]: Train Loss:0.00061227, Val MRR:0.02372, testrun_4365653a
2023-04-28 22:33:59,024 - testrun_4365653a - [INFO] - [E:39| 500]: Train Loss:0.00061461, Val MRR:0.02372, testrun_4365653a
2023-04-28 22:35:35,882 - testrun_4365653a - [INFO] - [E:39| 600]: Train Loss:0.00061534, Val MRR:0.02372, testrun_4365653a
2023-04-28 22:37:17,960 - testrun_4365653a - [INFO] - [E:39| 700]: Train Loss:0.00061358, Val MRR:0.02372, testrun_4365653a
2023-04-28 22:38:56,532 - testrun_4365653a - [INFO] - [E:39| 800]: Train Loss:0.0006127, Val MRR:0.02372, testrun_4365653a
2023-04-28 22:39:04,054 - testrun_4365653a - [INFO] - [Epoch:39]: Training Loss:0.0006128
2023-04-28 22:39:04,473 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 22:39:13,560 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 22:39:22,482 - testrun_4365653a - [INFO] - [Evaluating Epoch 39 valid]:
MRR: Tail : 0.03299, Head : 0.01587, Avg : 0.02443
MR: Tail : 7453.2, Head : 1.2798e+04, Avg : 1.0125e+04
Hit-1: Tail : 0.01615, Head : 0.01022, Avg : 0.01318
Hit-3: Tail : 0.03296, Head : 0.01483, Avg : 0.0239
Hit-10: Tail : 0.06493, Head : 0.02472, Avg : 0.04483
2023-04-28 22:39:23,982 - testrun_4365653a - [INFO] - [Epoch 39]: Training Loss: 0.00061277, Valid MRR: 0.02443,
2023-04-28 22:39:25,019 - testrun_4365653a - [INFO] - [E:40| 0]: Train Loss:0.00062476, Val MRR:0.02443, testrun_4365653a
2023-04-28 22:41:03,962 - testrun_4365653a - [INFO] - [E:40| 100]: Train Loss:0.00061428, Val MRR:0.02443, testrun_4365653a
2023-04-28 22:42:32,230 - testrun_4365653a - [INFO] - [E:40| 200]: Train Loss:0.0006092, Val MRR:0.02443, testrun_4365653a
2023-04-28 22:44:11,165 - testrun_4365653a - [INFO] - [E:40| 300]: Train Loss:0.00060988, Val MRR:0.02443, testrun_4365653a
2023-04-28 22:45:50,181 - testrun_4365653a - [INFO] - [E:40| 400]: Train Loss:0.00061331, Val MRR:0.02443, testrun_4365653a
2023-04-28 22:47:28,059 - testrun_4365653a - [INFO] - [E:40| 500]: Train Loss:0.0006122, Val MRR:0.02443, testrun_4365653a
2023-04-28 22:49:06,268 - testrun_4365653a - [INFO] - [E:40| 600]: Train Loss:0.00061214, Val MRR:0.02443, testrun_4365653a
2023-04-28 22:50:45,080 - testrun_4365653a - [INFO] - [E:40| 700]: Train Loss:0.00061171, Val MRR:0.02443, testrun_4365653a
2023-04-28 22:52:26,728 - testrun_4365653a - [INFO] - [E:40| 800]: Train Loss:0.00061122, Val MRR:0.02443, testrun_4365653a
2023-04-28 22:52:34,593 - testrun_4365653a - [INFO] - [Epoch:40]: Training Loss:0.000611
2023-04-28 22:52:34,957 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 22:52:43,786 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 22:52:52,426 - testrun_4365653a - [INFO] - [Evaluating Epoch 40 valid]:
MRR: Tail : 0.0354, Head : 0.01576, Avg : 0.02558
2023-04-28 22:52:54,029 - testrun_4365653a - [INFO] - [Epoch 40]: Training Loss: 0.00061098, Valid MRR: 0.02558,
2023-04-28 22:52:54,826 - testrun_4365653a - [INFO] - [E:41| 0]: Train Loss:0.00056966, Val MRR:0.02558, testrun_4365653a
2023-04-28 22:54:33,314 - testrun_4365653a - [INFO] - [E:41| 100]: Train Loss:0.0006167, Val MRR:0.02558, testrun_4365653a
2023-04-28 22:56:10,122 - testrun_4365653a - [INFO] - [E:41| 200]: Train Loss:0.00061098, Val MRR:0.02558, testrun_4365653a
2023-04-28 22:57:47,377 - testrun_4365653a - [INFO] - [E:41| 300]: Train Loss:0.00060857, Val MRR:0.02558, testrun_4365653a
2023-04-28 22:59:25,414 - testrun_4365653a - [INFO] - [E:41| 400]: Train Loss:0.00060773, Val MRR:0.02558, testrun_4365653a
2023-04-28 23:01:03,431 - testrun_4365653a - [INFO] - [E:41| 500]: Train Loss:0.00060891, Val MRR:0.02558, testrun_4365653a
2023-04-28 23:02:42,722 - testrun_4365653a - [INFO] - [E:41| 600]: Train Loss:0.00061057, Val MRR:0.02558, testrun_4365653a
2023-04-28 23:04:22,053 - testrun_4365653a - [INFO] - [E:41| 700]: Train Loss:0.00060974, Val MRR:0.02558, testrun_4365653a
2023-04-28 23:05:59,832 - testrun_4365653a - [INFO] - [E:41| 800]: Train Loss:0.00060927, Val MRR:0.02558, testrun_4365653a
2023-04-28 23:06:07,590 - testrun_4365653a - [INFO] - [Epoch:41]: Training Loss:0.0006092
2023-04-28 23:06:08,014 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 23:06:19,571 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 23:06:28,238 - testrun_4365653a - [INFO] - [Evaluating Epoch 41 valid]:
MRR: Tail : 0.03707, Head : 0.01625, Avg : 0.02666
2023-04-28 23:06:32,296 - testrun_4365653a - [INFO] - [Epoch 41]: Training Loss: 0.00060917, Valid MRR: 0.02666,
2023-04-28 23:06:33,368 - testrun_4365653a - [INFO] - [E:42| 0]: Train Loss:0.00061433, Val MRR:0.02666, testrun_4365653a
2023-04-28 23:08:02,281 - testrun_4365653a - [INFO] - [E:42| 100]: Train Loss:0.0006007, Val MRR:0.02666, testrun_4365653a
2023-04-28 23:09:41,540 - testrun_4365653a - [INFO] - [E:42| 200]: Train Loss:0.0006021, Val MRR:0.02666, testrun_4365653a
2023-04-28 23:11:20,568 - testrun_4365653a - [INFO] - [E:42| 300]: Train Loss:0.00060555, Val MRR:0.02666, testrun_4365653a
2023-04-28 23:12:58,313 - testrun_4365653a - [INFO] - [E:42| 400]: Train Loss:0.0006075, Val MRR:0.02666, testrun_4365653a
2023-04-28 23:14:36,449 - testrun_4365653a - [INFO] - [E:42| 500]: Train Loss:0.0006099, Val MRR:0.02666, testrun_4365653a
2023-04-28 23:16:14,347 - testrun_4365653a - [INFO] - [E:42| 600]: Train Loss:0.00060865, Val MRR:0.02666, testrun_4365653a
2023-04-28 23:17:51,623 - testrun_4365653a - [INFO] - [E:42| 700]: Train Loss:0.00060865, Val MRR:0.02666, testrun_4365653a
2023-04-28 23:19:31,443 - testrun_4365653a - [INFO] - [E:42| 800]: Train Loss:0.00060753, Val MRR:0.02666, testrun_4365653a
2023-04-28 23:19:38,994 - testrun_4365653a - [INFO] - [Epoch:42]: Training Loss:0.0006077
2023-04-28 23:19:39,276 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 23:19:48,072 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 23:19:56,819 - testrun_4365653a - [INFO] - [Evaluating Epoch 42 valid]:
MRR: Tail : 0.03698, Head : 0.01592, Avg : 0.02645
2023-04-28 23:19:56,819 - testrun_4365653a - [INFO] - [Epoch 42]: Training Loss: 0.00060773, Valid MRR: 0.02666,
2023-04-28 23:19:57,965 - testrun_4365653a - [INFO] - [E:43| 0]: Train Loss:0.00060182, Val MRR:0.02666, testrun_4365653a
2023-04-28 23:21:38,998 - testrun_4365653a - [INFO] - [E:43| 100]: Train Loss:0.00060703, Val MRR:0.02666, testrun_4365653a
2023-04-28 23:23:17,692 - testrun_4365653a - [INFO] - [E:43| 200]: Train Loss:0.00060896, Val MRR:0.02666, testrun_4365653a
2023-04-28 23:24:56,083 - testrun_4365653a - [INFO] - [E:43| 300]: Train Loss:0.00060827, Val MRR:0.02666, testrun_4365653a
2023-04-28 23:26:33,359 - testrun_4365653a - [INFO] - [E:43| 400]: Train Loss:0.00060489, Val MRR:0.02666, testrun_4365653a
2023-04-28 23:28:11,726 - testrun_4365653a - [INFO] - [E:43| 500]: Train Loss:0.00060735, Val MRR:0.02666, testrun_4365653a
2023-04-28 23:29:51,100 - testrun_4365653a - [INFO] - [E:43| 600]: Train Loss:0.00060689, Val MRR:0.02666, testrun_4365653a
2023-04-28 23:31:29,222 - testrun_4365653a - [INFO] - [E:43| 700]: Train Loss:0.00060714, Val MRR:0.02666, testrun_4365653a
2023-04-28 23:32:57,646 - testrun_4365653a - [INFO] - [E:43| 800]: Train Loss:0.00060598, Val MRR:0.02666, testrun_4365653a
2023-04-28 23:33:05,236 - testrun_4365653a - [INFO] - [Epoch:43]: Training Loss:0.0006059
2023-04-28 23:33:05,559 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 23:33:14,589 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 23:33:23,285 - testrun_4365653a - [INFO] - [Evaluating Epoch 43 valid]:
MRR: Tail : 0.04016, Head : 0.01678, Avg : 0.02847
2023-04-28 23:33:24,977 - testrun_4365653a - [INFO] - [Epoch 43]: Training Loss: 0.00060593, Valid MRR: 0.02847,
2023-04-28 23:33:26,026 - testrun_4365653a - [INFO] - [E:44| 0]: Train Loss:0.00062739, Val MRR:0.02847, testrun_4365653a
2023-04-28 23:35:04,726 - testrun_4365653a - [INFO] - [E:44| 100]: Train Loss:0.0005973, Val MRR:0.02847, testrun_4365653a
2023-04-28 23:36:46,419 - testrun_4365653a - [INFO] - [E:44| 200]: Train Loss:0.00059957, Val MRR:0.02847, testrun_4365653a
2023-04-28 23:38:22,141 - testrun_4365653a - [INFO] - [E:44| 300]: Train Loss:0.00059838, Val MRR:0.02847, testrun_4365653a
2023-04-28 23:40:00,489 - testrun_4365653a - [INFO] - [E:44| 400]: Train Loss:0.00060026, Val MRR:0.02847, testrun_4365653a
2023-04-28 23:41:39,424 - testrun_4365653a - [INFO] - [E:44| 500]: Train Loss:0.00060077, Val MRR:0.02847, testrun_4365653a
2023-04-28 23:43:18,165 - testrun_4365653a - [INFO] - [E:44| 600]: Train Loss:0.00060416, Val MRR:0.02847, testrun_4365653a
2023-04-28 23:44:57,557 - testrun_4365653a - [INFO] - [E:44| 700]: Train Loss:0.00060407, Val MRR:0.02847, testrun_4365653a
2023-04-28 23:46:37,068 - testrun_4365653a - [INFO] - [E:44| 800]: Train Loss:0.00060443, Val MRR:0.02847, testrun_4365653a
2023-04-28 23:46:44,182 - testrun_4365653a - [INFO] - [Epoch:44]: Training Loss:0.0006043
2023-04-28 23:46:44,637 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-28 23:46:53,119 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-28 23:47:01,977 - testrun_4365653a - [INFO] - [Evaluating Epoch 44 valid]:
MRR: Tail : 0.04091, Head : 0.01706, Avg : 0.02899
2023-04-28 23:47:03,571 - testrun_4365653a - [INFO] - [Epoch 44]: Training Loss: 0.0006043, Valid MRR: 0.02899,
2023-04-28 23:47:04,773 - testrun_4365653a - [INFO] - [E:45| 0]: Train Loss:0.00060408, Val MRR:0.02899, testrun_4365653a
2023-04-28 23:48:42,952 - testrun_4365653a - [INFO] - [E:45| 100]: Train Loss:0.00059977, Val MRR:0.02899, testrun_4365653a
2023-04-28 23:50:20,626 - testrun_4365653a - [INFO] - [E:45| 200]: Train Loss:0.00059855, Val MRR:0.02899, testrun_4365653a
2023-04-28 23:52:01,562 - testrun_4365653a - [INFO] - [E:45| 300]: Train Loss:0.00060098, Val MRR:0.02899, testrun_4365653a
2023-04-28 23:53:41,079 - testrun_4365653a - [INFO] - [E:45| 400]: Train Loss:0.0006019, Val MRR:0.02899, testrun_4365653a
2023-04-28 23:55:20,428 - testrun_4365653a - [INFO] - [E:45| 500]: Train Loss:0.00060361, Val MRR:0.02899, testrun_4365653a
2023-04-28 23:57:00,077 - testrun_4365653a - [INFO] - [E:45| 600]: Train Loss:0.00060232, Val MRR:0.02899, testrun_4365653a
2023-04-28 23:58:28,038 - testrun_4365653a - [INFO] - [E:45| 700]: Train Loss:0.00060215, Val MRR:0.02899, testrun_4365653a
2023-04-29 00:00:07,003 - testrun_4365653a - [INFO] - [E:45| 800]: Train Loss:0.00060261, Val MRR:0.02899, testrun_4365653a
2023-04-29 00:00:14,748 - testrun_4365653a - [INFO] - [Epoch:45]: Training Loss:0.0006027
2023-04-29 00:00:15,105 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 00:00:23,972 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 00:00:32,817 - testrun_4365653a - [INFO] - [Evaluating Epoch 45 valid]:
MRR: Tail : 0.04177, Head : 0.01795, Avg : 0.02986
2023-04-29 00:00:34,478 - testrun_4365653a - [INFO] - [Epoch 45]: Training Loss: 0.00060271, Valid MRR: 0.02986,
2023-04-29 00:00:35,435 - testrun_4365653a - [INFO] - [E:46| 0]: Train Loss:0.00061123, Val MRR:0.02986, testrun_4365653a
2023-04-29 00:02:13,306 - testrun_4365653a - [INFO] - [E:46| 100]: Train Loss:0.00059982, Val MRR:0.02986, testrun_4365653a
2023-04-29 00:03:52,288 - testrun_4365653a - [INFO] - [E:46| 200]: Train Loss:0.0005997, Val MRR:0.02986, testrun_4365653a
2023-04-29 00:05:31,156 - testrun_4365653a - [INFO] - [E:46| 300]: Train Loss:0.00060078, Val MRR:0.02986, testrun_4365653a
2023-04-29 00:07:11,168 - testrun_4365653a - [INFO] - [E:46| 400]: Train Loss:0.00060232, Val MRR:0.02986, testrun_4365653a
2023-04-29 00:08:50,017 - testrun_4365653a - [INFO] - [E:46| 500]: Train Loss:0.00060027, Val MRR:0.02986, testrun_4365653a
2023-04-29 00:10:27,901 - testrun_4365653a - [INFO] - [E:46| 600]: Train Loss:0.00060049, Val MRR:0.02986, testrun_4365653a
2023-04-29 00:12:07,407 - testrun_4365653a - [INFO] - [E:46| 700]: Train Loss:0.00060026, Val MRR:0.02986, testrun_4365653a
2023-04-29 00:13:46,524 - testrun_4365653a - [INFO] - [E:46| 800]: Train Loss:0.00060134, Val MRR:0.02986, testrun_4365653a
2023-04-29 00:13:54,167 - testrun_4365653a - [INFO] - [Epoch:46]: Training Loss:0.0006012
2023-04-29 00:13:54,654 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 00:14:03,485 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 00:14:12,175 - testrun_4365653a - [INFO] - [Evaluating Epoch 46 valid]:
MRR: Tail : 0.04324, Head : 0.01864, Avg : 0.03094
2023-04-29 00:14:13,827 - testrun_4365653a - [INFO] - [Epoch 46]: Training Loss: 0.00060116, Valid MRR: 0.03094,
2023-04-29 00:14:15,009 - testrun_4365653a - [INFO] - [E:47| 0]: Train Loss:0.00055848, Val MRR:0.03094, testrun_4365653a
2023-04-29 00:15:53,193 - testrun_4365653a - [INFO] - [E:47| 100]: Train Loss:0.00059618, Val MRR:0.03094, testrun_4365653a
2023-04-29 00:17:32,557 - testrun_4365653a - [INFO] - [E:47| 200]: Train Loss:0.00059936, Val MRR:0.03094, testrun_4365653a
2023-04-29 00:19:09,068 - testrun_4365653a - [INFO] - [E:47| 300]: Train Loss:0.00059696, Val MRR:0.03094, testrun_4365653a
2023-04-29 00:20:48,299 - testrun_4365653a - [INFO] - [E:47| 400]: Train Loss:0.00059943, Val MRR:0.03094, testrun_4365653a
2023-04-29 00:22:31,796 - testrun_4365653a - [INFO] - [E:47| 500]: Train Loss:0.00059992, Val MRR:0.03094, testrun_4365653a
2023-04-29 00:24:00,626 - testrun_4365653a - [INFO] - [E:47| 600]: Train Loss:0.00059995, Val MRR:0.03094, testrun_4365653a
2023-04-29 00:25:39,717 - testrun_4365653a - [INFO] - [E:47| 700]: Train Loss:0.00059938, Val MRR:0.03094, testrun_4365653a
2023-04-29 00:27:18,359 - testrun_4365653a - [INFO] - [E:47| 800]: Train Loss:0.00059942, Val MRR:0.03094, testrun_4365653a
2023-04-29 00:27:26,145 - testrun_4365653a - [INFO] - [Epoch:47]: Training Loss:0.0005995
2023-04-29 00:27:26,638 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 00:27:35,577 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 00:27:44,191 - testrun_4365653a - [INFO] - [Evaluating Epoch 47 valid]:
MRR: Tail : 0.04156, Head : 0.01877, Avg : 0.03017
2023-04-29 00:27:44,191 - testrun_4365653a - [INFO] - [Epoch 47]: Training Loss: 0.00059954, Valid MRR: 0.03094,
2023-04-29 00:27:45,504 - testrun_4365653a - [INFO] - [E:48| 0]: Train Loss:0.00056448, Val MRR:0.03094, testrun_4365653a
2023-04-29 00:29:24,067 - testrun_4365653a - [INFO] - [E:48| 100]: Train Loss:0.00060763, Val MRR:0.03094, testrun_4365653a
2023-04-29 00:31:02,756 - testrun_4365653a - [INFO] - [E:48| 200]: Train Loss:0.00060391, Val MRR:0.03094, testrun_4365653a
2023-04-29 00:32:42,181 - testrun_4365653a - [INFO] - [E:48| 300]: Train Loss:0.00060023, Val MRR:0.03094, testrun_4365653a
2023-04-29 00:34:21,373 - testrun_4365653a - [INFO] - [E:48| 400]: Train Loss:0.00059888, Val MRR:0.03094, testrun_4365653a
2023-04-29 00:36:01,065 - testrun_4365653a - [INFO] - [E:48| 500]: Train Loss:0.00059759, Val MRR:0.03094, testrun_4365653a
2023-04-29 00:37:43,215 - testrun_4365653a - [INFO] - [E:48| 600]: Train Loss:0.0005974, Val MRR:0.03094, testrun_4365653a
2023-04-29 00:39:20,114 - testrun_4365653a - [INFO] - [E:48| 700]: Train Loss:0.00059731, Val MRR:0.03094, testrun_4365653a
2023-04-29 00:40:56,734 - testrun_4365653a - [INFO] - [E:48| 800]: Train Loss:0.00059817, Val MRR:0.03094, testrun_4365653a
2023-04-29 00:41:04,255 - testrun_4365653a - [INFO] - [Epoch:48]: Training Loss:0.000598
2023-04-29 00:41:04,702 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 00:41:13,663 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 00:41:22,273 - testrun_4365653a - [INFO] - [Evaluating Epoch 48 valid]:
MRR: Tail : 0.04333, Head : 0.01964, Avg : 0.03148
2023-04-29 00:41:23,991 - testrun_4365653a - [INFO] - [Epoch 48]: Training Loss: 0.00059802, Valid MRR: 0.03148,
2023-04-29 00:41:25,163 - testrun_4365653a - [INFO] - [E:49| 0]: Train Loss:0.00054804, Val MRR:0.03148, testrun_4365653a
2023-04-29 00:43:04,298 - testrun_4365653a - [INFO] - [E:49| 100]: Train Loss:0.00059278, Val MRR:0.03148, testrun_4365653a
2023-04-29 00:44:43,295 - testrun_4365653a - [INFO] - [E:49| 200]: Train Loss:0.00059343, Val MRR:0.03148, testrun_4365653a
2023-04-29 00:46:22,375 - testrun_4365653a - [INFO] - [E:49| 300]: Train Loss:0.00059487, Val MRR:0.03148, testrun_4365653a
2023-04-29 00:47:58,544 - testrun_4365653a - [INFO] - [E:49| 400]: Train Loss:0.00059337, Val MRR:0.03148, testrun_4365653a
2023-04-29 00:49:30,875 - testrun_4365653a - [INFO] - [E:49| 500]: Train Loss:0.00059446, Val MRR:0.03148, testrun_4365653a
2023-04-29 00:51:09,795 - testrun_4365653a - [INFO] - [E:49| 600]: Train Loss:0.00059657, Val MRR:0.03148, testrun_4365653a
2023-04-29 00:52:51,424 - testrun_4365653a - [INFO] - [E:49| 700]: Train Loss:0.00059649, Val MRR:0.03148, testrun_4365653a
2023-04-29 00:54:30,565 - testrun_4365653a - [INFO] - [E:49| 800]: Train Loss:0.00059627, Val MRR:0.03148, testrun_4365653a
2023-04-29 00:54:38,207 - testrun_4365653a - [INFO] - [Epoch:49]: Training Loss:0.0005963
2023-04-29 00:54:38,711 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 00:54:47,146 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 00:54:55,810 - testrun_4365653a - [INFO] - [Evaluating Epoch 49 valid]:
MRR: Tail : 0.04319, Head : 0.01971, Avg : 0.03145
MR: Tail : 5771.4, Head : 1.0682e+04, Avg : 8226.8
Hit-1: Tail : 0.02505, Head : 0.01121, Avg : 0.01813
Hit-3: Tail : 0.04351, Head : 0.01978, Avg : 0.03164
Hit-10: Tail : 0.07976, Head : 0.03362, Avg : 0.05669
2023-04-29 00:54:55,811 - testrun_4365653a - [INFO] - [Epoch 49]: Training Loss: 0.00059629, Valid MRR: 0.03148,
2023-04-29 00:54:56,850 - testrun_4365653a - [INFO] - [E:50| 0]: Train Loss:0.00058301, Val MRR:0.03148, testrun_4365653a
2023-04-29 00:56:36,082 - testrun_4365653a - [INFO] - [E:50| 100]: Train Loss:0.00059335, Val MRR:0.03148, testrun_4365653a
2023-04-29 00:58:14,679 - testrun_4365653a - [INFO] - [E:50| 200]: Train Loss:0.00059226, Val MRR:0.03148, testrun_4365653a
2023-04-29 00:59:53,061 - testrun_4365653a - [INFO] - [E:50| 300]: Train Loss:0.00059235, Val MRR:0.03148, testrun_4365653a
2023-04-29 01:01:30,857 - testrun_4365653a - [INFO] - [E:50| 400]: Train Loss:0.00059366, Val MRR:0.03148, testrun_4365653a
2023-04-29 01:03:09,327 - testrun_4365653a - [INFO] - [E:50| 500]: Train Loss:0.0005917, Val MRR:0.03148, testrun_4365653a
2023-04-29 01:04:48,890 - testrun_4365653a - [INFO] - [E:50| 600]: Train Loss:0.0005927, Val MRR:0.03148, testrun_4365653a
2023-04-29 01:06:27,435 - testrun_4365653a - [INFO] - [E:50| 700]: Train Loss:0.00059343, Val MRR:0.03148, testrun_4365653a
2023-04-29 01:08:10,610 - testrun_4365653a - [INFO] - [E:50| 800]: Train Loss:0.00059437, Val MRR:0.03148, testrun_4365653a
2023-04-29 01:08:18,409 - testrun_4365653a - [INFO] - [Epoch:50]: Training Loss:0.0005945
2023-04-29 01:08:18,689 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 01:08:27,772 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 01:08:36,418 - testrun_4365653a - [INFO] - [Evaluating Epoch 50 valid]:
MRR: Tail : 0.04391, Head : 0.02019, Avg : 0.03205
2023-04-29 01:08:38,059 - testrun_4365653a - [INFO] - [Epoch 50]: Training Loss: 0.00059449, Valid MRR: 0.03205,
2023-04-29 01:08:39,096 - testrun_4365653a - [INFO] - [E:51| 0]: Train Loss:0.00056538, Val MRR:0.03205, testrun_4365653a
2023-04-29 01:10:18,498 - testrun_4365653a - [INFO] - [E:51| 100]: Train Loss:0.00058903, Val MRR:0.03205, testrun_4365653a
2023-04-29 01:11:57,070 - testrun_4365653a - [INFO] - [E:51| 200]: Train Loss:0.00058639, Val MRR:0.03205, testrun_4365653a
2023-04-29 01:13:26,159 - testrun_4365653a - [INFO] - [E:51| 300]: Train Loss:0.00058934, Val MRR:0.03205, testrun_4365653a
2023-04-29 01:15:05,034 - testrun_4365653a - [INFO] - [E:51| 400]: Train Loss:0.00059103, Val MRR:0.03205, testrun_4365653a
2023-04-29 01:16:43,382 - testrun_4365653a - [INFO] - [E:51| 500]: Train Loss:0.00059061, Val MRR:0.03205, testrun_4365653a
2023-04-29 01:18:23,042 - testrun_4365653a - [INFO] - [E:51| 600]: Train Loss:0.00059128, Val MRR:0.03205, testrun_4365653a
2023-04-29 01:20:01,924 - testrun_4365653a - [INFO] - [E:51| 700]: Train Loss:0.00059184, Val MRR:0.03205, testrun_4365653a
2023-04-29 01:21:38,335 - testrun_4365653a - [INFO] - [E:51| 800]: Train Loss:0.00059312, Val MRR:0.03205, testrun_4365653a
2023-04-29 01:21:48,562 - testrun_4365653a - [INFO] - [Epoch:51]: Training Loss:0.000593
2023-04-29 01:21:48,973 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 01:21:57,818 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 01:22:06,456 - testrun_4365653a - [INFO] - [Evaluating Epoch 51 valid]:
MRR: Tail : 0.04554, Head : 0.02145, Avg : 0.0335
2023-04-29 01:22:10,539 - testrun_4365653a - [INFO] - [Epoch 51]: Training Loss: 0.00059305, Valid MRR: 0.0335,
2023-04-29 01:22:11,722 - testrun_4365653a - [INFO] - [E:52| 0]: Train Loss:0.00055941, Val MRR:0.0335, testrun_4365653a
2023-04-29 01:23:49,418 - testrun_4365653a - [INFO] - [E:52| 100]: Train Loss:0.00059321, Val MRR:0.0335, testrun_4365653a
2023-04-29 01:25:27,264 - testrun_4365653a - [INFO] - [E:52| 200]: Train Loss:0.00058849, Val MRR:0.0335, testrun_4365653a
2023-04-29 01:27:05,785 - testrun_4365653a - [INFO] - [E:52| 300]: Train Loss:0.00059021, Val MRR:0.0335, testrun_4365653a
2023-04-29 01:28:45,529 - testrun_4365653a - [INFO] - [E:52| 400]: Train Loss:0.00059004, Val MRR:0.0335, testrun_4365653a
2023-04-29 01:30:24,398 - testrun_4365653a - [INFO] - [E:52| 500]: Train Loss:0.00058939, Val MRR:0.0335, testrun_4365653a
2023-04-29 01:32:03,898 - testrun_4365653a - [INFO] - [E:52| 600]: Train Loss:0.00058934, Val MRR:0.0335, testrun_4365653a
2023-04-29 01:33:44,609 - testrun_4365653a - [INFO] - [E:52| 700]: Train Loss:0.00058999, Val MRR:0.0335, testrun_4365653a
2023-04-29 01:35:24,332 - testrun_4365653a - [INFO] - [E:52| 800]: Train Loss:0.0005914, Val MRR:0.0335, testrun_4365653a
2023-04-29 01:35:32,353 - testrun_4365653a - [INFO] - [Epoch:52]: Training Loss:0.0005911
2023-04-29 01:35:32,869 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 01:35:41,704 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 01:35:50,305 - testrun_4365653a - [INFO] - [Evaluating Epoch 52 valid]:
MRR: Tail : 0.04775, Head : 0.02085, Avg : 0.0343
2023-04-29 01:35:52,195 - testrun_4365653a - [INFO] - [Epoch 52]: Training Loss: 0.00059111, Valid MRR: 0.0343,
2023-04-29 01:35:53,380 - testrun_4365653a - [INFO] - [E:53| 0]: Train Loss:0.00057153, Val MRR:0.0343, testrun_4365653a
2023-04-29 01:37:37,308 - testrun_4365653a - [INFO] - [E:53| 100]: Train Loss:0.00058597, Val MRR:0.0343, testrun_4365653a
2023-04-29 01:39:07,306 - testrun_4365653a - [INFO] - [E:53| 200]: Train Loss:0.00058878, Val MRR:0.0343, testrun_4365653a
2023-04-29 01:40:47,775 - testrun_4365653a - [INFO] - [E:53| 300]: Train Loss:0.00058714, Val MRR:0.0343, testrun_4365653a
2023-04-29 01:42:26,251 - testrun_4365653a - [INFO] - [E:53| 400]: Train Loss:0.0005869, Val MRR:0.0343, testrun_4365653a
2023-04-29 01:44:06,235 - testrun_4365653a - [INFO] - [E:53| 500]: Train Loss:0.00058764, Val MRR:0.0343, testrun_4365653a
2023-04-29 01:45:47,782 - testrun_4365653a - [INFO] - [E:53| 600]: Train Loss:0.00058758, Val MRR:0.0343, testrun_4365653a
2023-04-29 01:47:28,631 - testrun_4365653a - [INFO] - [E:53| 700]: Train Loss:0.00058908, Val MRR:0.0343, testrun_4365653a
2023-04-29 01:49:08,365 - testrun_4365653a - [INFO] - [E:53| 800]: Train Loss:0.00058965, Val MRR:0.0343, testrun_4365653a
2023-04-29 01:49:16,229 - testrun_4365653a - [INFO] - [Epoch:53]: Training Loss:0.0005897
2023-04-29 01:49:16,696 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 01:49:25,806 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 01:49:34,925 - testrun_4365653a - [INFO] - [Evaluating Epoch 53 valid]:
MRR: Tail : 0.04785, Head : 0.0224, Avg : 0.03513
2023-04-29 01:49:36,709 - testrun_4365653a - [INFO] - [Epoch 53]: Training Loss: 0.00058973, Valid MRR: 0.03513,
2023-04-29 01:49:37,720 - testrun_4365653a - [INFO] - [E:54| 0]: Train Loss:0.00055639, Val MRR:0.03513, testrun_4365653a
2023-04-29 01:51:17,551 - testrun_4365653a - [INFO] - [E:54| 100]: Train Loss:0.00058971, Val MRR:0.03513, testrun_4365653a
2023-04-29 01:53:01,893 - testrun_4365653a - [INFO] - [E:54| 200]: Train Loss:0.00058599, Val MRR:0.03513, testrun_4365653a
2023-04-29 01:54:41,020 - testrun_4365653a - [INFO] - [E:54| 300]: Train Loss:0.00058439, Val MRR:0.03513, testrun_4365653a
2023-04-29 01:56:21,040 - testrun_4365653a - [INFO] - [E:54| 400]: Train Loss:0.00058663, Val MRR:0.03513, testrun_4365653a
2023-04-29 01:58:00,414 - testrun_4365653a - [INFO] - [E:54| 500]: Train Loss:0.00058801, Val MRR:0.03513, testrun_4365653a
2023-04-29 01:59:41,342 - testrun_4365653a - [INFO] - [E:54| 600]: Train Loss:0.00058798, Val MRR:0.03513, testrun_4365653a
2023-04-29 02:01:22,032 - testrun_4365653a - [INFO] - [E:54| 700]: Train Loss:0.0005877, Val MRR:0.03513, testrun_4365653a
2023-04-29 02:03:00,275 - testrun_4365653a - [INFO] - [E:54| 800]: Train Loss:0.00058816, Val MRR:0.03513, testrun_4365653a
2023-04-29 02:03:05,408 - testrun_4365653a - [INFO] - [Epoch:54]: Training Loss:0.0005881
2023-04-29 02:03:05,648 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 02:03:11,090 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 02:03:16,373 - testrun_4365653a - [INFO] - [Evaluating Epoch 54 valid]:
MRR: Tail : 0.04655, Head : 0.02228, Avg : 0.03441
2023-04-29 02:03:16,374 - testrun_4365653a - [INFO] - [Epoch 54]: Training Loss: 0.00058808, Valid MRR: 0.03513,
2023-04-29 02:03:17,034 - testrun_4365653a - [INFO] - [E:55| 0]: Train Loss:0.00057488, Val MRR:0.03513, testrun_4365653a
2023-04-29 02:04:54,077 - testrun_4365653a - [INFO] - [E:55| 100]: Train Loss:0.00058077, Val MRR:0.03513, testrun_4365653a
2023-04-29 02:06:35,186 - testrun_4365653a - [INFO] - [E:55| 200]: Train Loss:0.00058308, Val MRR:0.03513, testrun_4365653a
2023-04-29 02:08:18,192 - testrun_4365653a - [INFO] - [E:55| 300]: Train Loss:0.00058553, Val MRR:0.03513, testrun_4365653a
2023-04-29 02:09:59,704 - testrun_4365653a - [INFO] - [E:55| 400]: Train Loss:0.00058738, Val MRR:0.03513, testrun_4365653a
2023-04-29 02:11:40,329 - testrun_4365653a - [INFO] - [E:55| 500]: Train Loss:0.00058801, Val MRR:0.03513, testrun_4365653a
2023-04-29 02:13:21,285 - testrun_4365653a - [INFO] - [E:55| 600]: Train Loss:0.00058694, Val MRR:0.03513, testrun_4365653a
2023-04-29 02:15:01,759 - testrun_4365653a - [INFO] - [E:55| 700]: Train Loss:0.00058657, Val MRR:0.03513, testrun_4365653a
2023-04-29 02:16:43,021 - testrun_4365653a - [INFO] - [E:55| 800]: Train Loss:0.0005864, Val MRR:0.03513, testrun_4365653a
2023-04-29 02:16:50,771 - testrun_4365653a - [INFO] - [Epoch:55]: Training Loss:0.0005864
2023-04-29 02:16:51,226 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 02:17:00,075 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 02:17:08,959 - testrun_4365653a - [INFO] - [Evaluating Epoch 55 valid]:
MRR: Tail : 0.04876, Head : 0.02273, Avg : 0.03575
2023-04-29 02:17:10,706 - testrun_4365653a - [INFO] - [Epoch 55]: Training Loss: 0.00058635, Valid MRR: 0.03575,
2023-04-29 02:17:11,895 - testrun_4365653a - [INFO] - [E:56| 0]: Train Loss:0.00055569, Val MRR:0.03575, testrun_4365653a
2023-04-29 02:18:51,747 - testrun_4365653a - [INFO] - [E:56| 100]: Train Loss:0.00057533, Val MRR:0.03575, testrun_4365653a
2023-04-29 02:20:32,184 - testrun_4365653a - [INFO] - [E:56| 200]: Train Loss:0.00058889, Val MRR:0.03575, testrun_4365653a
2023-04-29 02:22:15,452 - testrun_4365653a - [INFO] - [E:56| 300]: Train Loss:0.00058551, Val MRR:0.03575, testrun_4365653a
2023-04-29 02:23:54,444 - testrun_4365653a - [INFO] - [E:56| 400]: Train Loss:0.00058519, Val MRR:0.03575, testrun_4365653a
2023-04-29 02:25:35,344 - testrun_4365653a - [INFO] - [E:56| 500]: Train Loss:0.00058386, Val MRR:0.03575, testrun_4365653a
2023-04-29 02:27:16,308 - testrun_4365653a - [INFO] - [E:56| 600]: Train Loss:0.00058371, Val MRR:0.03575, testrun_4365653a
2023-04-29 02:28:44,947 - testrun_4365653a - [INFO] - [E:56| 700]: Train Loss:0.00058385, Val MRR:0.03575, testrun_4365653a
2023-04-29 02:30:24,581 - testrun_4365653a - [INFO] - [E:56| 800]: Train Loss:0.00058459, Val MRR:0.03575, testrun_4365653a
2023-04-29 02:30:32,765 - testrun_4365653a - [INFO] - [Epoch:56]: Training Loss:0.0005845
2023-04-29 02:30:33,036 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 02:30:42,013 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 02:30:50,496 - testrun_4365653a - [INFO] - [Evaluating Epoch 56 valid]:
MRR: Tail : 0.04859, Head : 0.02417, Avg : 0.03638
2023-04-29 02:30:52,282 - testrun_4365653a - [INFO] - [Epoch 56]: Training Loss: 0.00058448, Valid MRR: 0.03638,
2023-04-29 02:30:53,142 - testrun_4365653a - [INFO] - [E:57| 0]: Train Loss:0.00058686, Val MRR:0.03638, testrun_4365653a
2023-04-29 02:32:33,758 - testrun_4365653a - [INFO] - [E:57| 100]: Train Loss:0.00058034, Val MRR:0.03638, testrun_4365653a
2023-04-29 02:34:14,783 - testrun_4365653a - [INFO] - [E:57| 200]: Train Loss:0.00058, Val MRR:0.03638, testrun_4365653a
2023-04-29 02:35:55,200 - testrun_4365653a - [INFO] - [E:57| 300]: Train Loss:0.00058122, Val MRR:0.03638, testrun_4365653a
2023-04-29 02:37:39,441 - testrun_4365653a - [INFO] - [E:57| 400]: Train Loss:0.00058034, Val MRR:0.03638, testrun_4365653a
2023-04-29 02:39:19,917 - testrun_4365653a - [INFO] - [E:57| 500]: Train Loss:0.00058098, Val MRR:0.03638, testrun_4365653a
2023-04-29 02:41:00,388 - testrun_4365653a - [INFO] - [E:57| 600]: Train Loss:0.00058096, Val MRR:0.03638, testrun_4365653a
2023-04-29 02:42:40,429 - testrun_4365653a - [INFO] - [E:57| 700]: Train Loss:0.00058441, Val MRR:0.03638, testrun_4365653a
2023-04-29 02:44:20,220 - testrun_4365653a - [INFO] - [E:57| 800]: Train Loss:0.00058308, Val MRR:0.03638, testrun_4365653a
2023-04-29 02:44:27,899 - testrun_4365653a - [INFO] - [Epoch:57]: Training Loss:0.0005831
2023-04-29 02:44:28,268 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 02:44:36,761 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 02:44:44,856 - testrun_4365653a - [INFO] - [Evaluating Epoch 57 valid]:
MRR: Tail : 0.04989, Head : 0.0247, Avg : 0.0373
2023-04-29 02:44:46,418 - testrun_4365653a - [INFO] - [Epoch 57]: Training Loss: 0.0005831, Valid MRR: 0.0373,
2023-04-29 02:44:47,361 - testrun_4365653a - [INFO] - [E:58| 0]: Train Loss:0.00055251, Val MRR:0.0373, testrun_4365653a
2023-04-29 02:46:25,237 - testrun_4365653a - [INFO] - [E:58| 100]: Train Loss:0.00056753, Val MRR:0.0373, testrun_4365653a
2023-04-29 02:48:05,659 - testrun_4365653a - [INFO] - [E:58| 200]: Train Loss:0.00057532, Val MRR:0.0373, testrun_4365653a
2023-04-29 02:49:46,270 - testrun_4365653a - [INFO] - [E:58| 300]: Train Loss:0.00057921, Val MRR:0.0373, testrun_4365653a
2023-04-29 02:51:28,136 - testrun_4365653a - [INFO] - [E:58| 400]: Train Loss:0.00058006, Val MRR:0.0373, testrun_4365653a
2023-04-29 02:53:12,040 - testrun_4365653a - [INFO] - [E:58| 500]: Train Loss:0.00058156, Val MRR:0.0373, testrun_4365653a
2023-04-29 02:54:42,528 - testrun_4365653a - [INFO] - [E:58| 600]: Train Loss:0.00058102, Val MRR:0.0373, testrun_4365653a
2023-04-29 02:56:22,693 - testrun_4365653a - [INFO] - [E:58| 700]: Train Loss:0.00058108, Val MRR:0.0373, testrun_4365653a
2023-04-29 02:58:03,308 - testrun_4365653a - [INFO] - [E:58| 800]: Train Loss:0.00058139, Val MRR:0.0373, testrun_4365653a
2023-04-29 02:58:10,908 - testrun_4365653a - [INFO] - [Epoch:58]: Training Loss:0.0005813
2023-04-29 02:58:11,359 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 02:58:20,460 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 02:58:29,305 - testrun_4365653a - [INFO] - [Evaluating Epoch 58 valid]:
MRR: Tail : 0.05121, Head : 0.02639, Avg : 0.0388
2023-04-29 02:58:31,072 - testrun_4365653a - [INFO] - [Epoch 58]: Training Loss: 0.00058128, Valid MRR: 0.0388,
2023-04-29 02:58:32,108 - testrun_4365653a - [INFO] - [E:59| 0]: Train Loss:0.00056094, Val MRR:0.0388, testrun_4365653a
2023-04-29 03:00:12,422 - testrun_4365653a - [INFO] - [E:59| 100]: Train Loss:0.0005804, Val MRR:0.0388, testrun_4365653a
2023-04-29 03:01:53,106 - testrun_4365653a - [INFO] - [E:59| 200]: Train Loss:0.00058025, Val MRR:0.0388, testrun_4365653a
2023-04-29 03:03:33,835 - testrun_4365653a - [INFO] - [E:59| 300]: Train Loss:0.00058066, Val MRR:0.0388, testrun_4365653a
2023-04-29 03:05:14,415 - testrun_4365653a - [INFO] - [E:59| 400]: Train Loss:0.00058099, Val MRR:0.0388, testrun_4365653a
2023-04-29 03:06:56,428 - testrun_4365653a - [INFO] - [E:59| 500]: Train Loss:0.00057985, Val MRR:0.0388, testrun_4365653a
2023-04-29 03:08:37,579 - testrun_4365653a - [INFO] - [E:59| 600]: Train Loss:0.00057919, Val MRR:0.0388, testrun_4365653a
2023-04-29 03:10:18,201 - testrun_4365653a - [INFO] - [E:59| 700]: Train Loss:0.00057966, Val MRR:0.0388, testrun_4365653a
2023-04-29 03:11:58,497 - testrun_4365653a - [INFO] - [E:59| 800]: Train Loss:0.00057943, Val MRR:0.0388, testrun_4365653a
2023-04-29 03:12:06,193 - testrun_4365653a - [INFO] - [Epoch:59]: Training Loss:0.0005794
2023-04-29 03:12:06,724 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 03:12:15,541 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 03:12:24,268 - testrun_4365653a - [INFO] - [Evaluating Epoch 59 valid]:
MRR: Tail : 0.05473, Head : 0.02724, Avg : 0.04098
MR: Tail : 4625.1, Head : 8957.2, Avg : 6791.1
Hit-1: Tail : 0.03032, Head : 0.01615, Avg : 0.02324
Hit-3: Tail : 0.05933, Head : 0.02538, Avg : 0.04235
Hit-10: Tail : 0.1002, Head : 0.04614, Avg : 0.07317
2023-04-29 03:12:25,857 - testrun_4365653a - [INFO] - [Epoch 59]: Training Loss: 0.00057936, Valid MRR: 0.04098,
2023-04-29 03:12:27,014 - testrun_4365653a - [INFO] - [E:60| 0]: Train Loss:0.00060864, Val MRR:0.04098, testrun_4365653a
2023-04-29 03:14:08,188 - testrun_4365653a - [INFO] - [E:60| 100]: Train Loss:0.00057336, Val MRR:0.04098, testrun_4365653a
2023-04-29 03:15:48,677 - testrun_4365653a - [INFO] - [E:60| 200]: Train Loss:0.00057249, Val MRR:0.04098, testrun_4365653a
2023-04-29 03:17:29,238 - testrun_4365653a - [INFO] - [E:60| 300]: Train Loss:0.00057627, Val MRR:0.04098, testrun_4365653a
2023-04-29 03:18:59,107 - testrun_4365653a - [INFO] - [E:60| 400]: Train Loss:0.00057521, Val MRR:0.04098, testrun_4365653a
2023-04-29 03:20:39,740 - testrun_4365653a - [INFO] - [E:60| 500]: Train Loss:0.00057883, Val MRR:0.04098, testrun_4365653a
2023-04-29 03:22:22,759 - testrun_4365653a - [INFO] - [E:60| 600]: Train Loss:0.00057907, Val MRR:0.04098, testrun_4365653a
2023-04-29 03:24:03,166 - testrun_4365653a - [INFO] - [E:60| 700]: Train Loss:0.00057798, Val MRR:0.04098, testrun_4365653a
2023-04-29 03:25:43,854 - testrun_4365653a - [INFO] - [E:60| 800]: Train Loss:0.00057753, Val MRR:0.04098, testrun_4365653a
2023-04-29 03:25:51,552 - testrun_4365653a - [INFO] - [Epoch:60]: Training Loss:0.0005776
2023-04-29 03:25:51,833 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 03:26:00,762 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 03:26:09,463 - testrun_4365653a - [INFO] - [Evaluating Epoch 60 valid]:
MRR: Tail : 0.05702, Head : 0.02769, Avg : 0.04235
2023-04-29 03:26:11,026 - testrun_4365653a - [INFO] - [Epoch 60]: Training Loss: 0.00057758, Valid MRR: 0.04235,
2023-04-29 03:26:12,203 - testrun_4365653a - [INFO] - [E:61| 0]: Train Loss:0.000642, Val MRR:0.04235, testrun_4365653a
2023-04-29 03:27:50,686 - testrun_4365653a - [INFO] - [E:61| 100]: Train Loss:0.00057919, Val MRR:0.04235, testrun_4365653a
2023-04-29 03:29:30,687 - testrun_4365653a - [INFO] - [E:61| 200]: Train Loss:0.00057864, Val MRR:0.04235, testrun_4365653a
2023-04-29 03:31:10,569 - testrun_4365653a - [INFO] - [E:61| 300]: Train Loss:0.00057746, Val MRR:0.04235, testrun_4365653a
2023-04-29 03:32:51,007 - testrun_4365653a - [INFO] - [E:61| 400]: Train Loss:0.00057673, Val MRR:0.04235, testrun_4365653a
2023-04-29 03:34:32,587 - testrun_4365653a - [INFO] - [E:61| 500]: Train Loss:0.00057783, Val MRR:0.04235, testrun_4365653a
2023-04-29 03:36:13,003 - testrun_4365653a - [INFO] - [E:61| 600]: Train Loss:0.00057643, Val MRR:0.04235, testrun_4365653a
2023-04-29 03:37:56,294 - testrun_4365653a - [INFO] - [E:61| 700]: Train Loss:0.00057571, Val MRR:0.04235, testrun_4365653a
2023-04-29 03:39:36,524 - testrun_4365653a - [INFO] - [E:61| 800]: Train Loss:0.00057561, Val MRR:0.04235, testrun_4365653a
2023-04-29 03:39:44,407 - testrun_4365653a - [INFO] - [Epoch:61]: Training Loss:0.0005754
2023-04-29 03:39:44,824 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 03:39:53,833 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 03:40:02,580 - testrun_4365653a - [INFO] - [Evaluating Epoch 61 valid]:
MRR: Tail : 0.05785, Head : 0.0288, Avg : 0.04333
2023-04-29 03:40:04,233 - testrun_4365653a - [INFO] - [Epoch 61]: Training Loss: 0.0005754, Valid MRR: 0.04333,
2023-04-29 03:40:05,430 - testrun_4365653a - [INFO] - [E:62| 0]: Train Loss:0.00056255, Val MRR:0.04333, testrun_4365653a
2023-04-29 03:41:45,338 - testrun_4365653a - [INFO] - [E:62| 100]: Train Loss:0.00056382, Val MRR:0.04333, testrun_4365653a
2023-04-29 03:43:25,573 - testrun_4365653a - [INFO] - [E:62| 200]: Train Loss:0.0005701, Val MRR:0.04333, testrun_4365653a
2023-04-29 03:44:56,107 - testrun_4365653a - [INFO] - [E:62| 300]: Train Loss:0.00056951, Val MRR:0.04333, testrun_4365653a
2023-04-29 03:46:36,491 - testrun_4365653a - [INFO] - [E:62| 400]: Train Loss:0.00057332, Val MRR:0.04333, testrun_4365653a
2023-04-29 03:48:14,105 - testrun_4365653a - [INFO] - [E:62| 500]: Train Loss:0.00057374, Val MRR:0.04333, testrun_4365653a
2023-04-29 03:49:53,528 - testrun_4365653a - [INFO] - [E:62| 600]: Train Loss:0.00057506, Val MRR:0.04333, testrun_4365653a
2023-04-29 03:51:32,675 - testrun_4365653a - [INFO] - [E:62| 700]: Train Loss:0.00057428, Val MRR:0.04333, testrun_4365653a
2023-04-29 03:53:16,655 - testrun_4365653a - [INFO] - [E:62| 800]: Train Loss:0.00057365, Val MRR:0.04333, testrun_4365653a
2023-04-29 03:53:24,336 - testrun_4365653a - [INFO] - [Epoch:62]: Training Loss:0.0005736
2023-04-29 03:53:24,826 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 03:53:34,052 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 03:53:43,068 - testrun_4365653a - [INFO] - [Evaluating Epoch 62 valid]:
MRR: Tail : 0.05831, Head : 0.0296, Avg : 0.04396
2023-04-29 03:53:44,690 - testrun_4365653a - [INFO] - [Epoch 62]: Training Loss: 0.00057356, Valid MRR: 0.04396,
2023-04-29 03:53:45,791 - testrun_4365653a - [INFO] - [E:63| 0]: Train Loss:0.00058495, Val MRR:0.04396, testrun_4365653a
2023-04-29 03:55:25,712 - testrun_4365653a - [INFO] - [E:63| 100]: Train Loss:0.00056664, Val MRR:0.04396, testrun_4365653a
2023-04-29 03:57:05,671 - testrun_4365653a - [INFO] - [E:63| 200]: Train Loss:0.00056693, Val MRR:0.04396, testrun_4365653a
2023-04-29 03:58:46,373 - testrun_4365653a - [INFO] - [E:63| 300]: Train Loss:0.00057172, Val MRR:0.04396, testrun_4365653a
2023-04-29 04:00:25,611 - testrun_4365653a - [INFO] - [E:63| 400]: Train Loss:0.00057139, Val MRR:0.04396, testrun_4365653a
2023-04-29 04:02:06,465 - testrun_4365653a - [INFO] - [E:63| 500]: Train Loss:0.00057132, Val MRR:0.04396, testrun_4365653a
2023-04-29 04:03:47,627 - testrun_4365653a - [INFO] - [E:63| 600]: Train Loss:0.00057129, Val MRR:0.04396, testrun_4365653a
2023-04-29 04:05:27,454 - testrun_4365653a - [INFO] - [E:63| 700]: Train Loss:0.00057133, Val MRR:0.04396, testrun_4365653a
2023-04-29 04:07:11,169 - testrun_4365653a - [INFO] - [E:63| 800]: Train Loss:0.00057195, Val MRR:0.04396, testrun_4365653a
2023-04-29 04:07:19,105 - testrun_4365653a - [INFO] - [Epoch:63]: Training Loss:0.0005717
2023-04-29 04:07:19,577 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 04:07:28,753 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 04:07:37,383 - testrun_4365653a - [INFO] - [Evaluating Epoch 63 valid]:
MRR: Tail : 0.06148, Head : 0.0301, Avg : 0.04579
2023-04-29 04:07:39,011 - testrun_4365653a - [INFO] - [Epoch 63]: Training Loss: 0.00057171, Valid MRR: 0.04579,
2023-04-29 04:07:40,203 - testrun_4365653a - [INFO] - [E:64| 0]: Train Loss:0.00056443, Val MRR:0.04579, testrun_4365653a
2023-04-29 04:09:08,698 - testrun_4365653a - [INFO] - [E:64| 100]: Train Loss:0.00058017, Val MRR:0.04579, testrun_4365653a
2023-04-29 04:10:48,109 - testrun_4365653a - [INFO] - [E:64| 200]: Train Loss:0.00057212, Val MRR:0.04579, testrun_4365653a
2023-04-29 04:12:28,380 - testrun_4365653a - [INFO] - [E:64| 300]: Train Loss:0.00057034, Val MRR:0.04579, testrun_4365653a
2023-04-29 04:14:09,896 - testrun_4365653a - [INFO] - [E:64| 400]: Train Loss:0.00057022, Val MRR:0.04579, testrun_4365653a
2023-04-29 04:15:49,675 - testrun_4365653a - [INFO] - [E:64| 500]: Train Loss:0.00056984, Val MRR:0.04579, testrun_4365653a
2023-04-29 04:17:29,672 - testrun_4365653a - [INFO] - [E:64| 600]: Train Loss:0.00056966, Val MRR:0.04579, testrun_4365653a
2023-04-29 04:19:10,316 - testrun_4365653a - [INFO] - [E:64| 700]: Train Loss:0.00056939, Val MRR:0.04579, testrun_4365653a
2023-04-29 04:20:50,249 - testrun_4365653a - [INFO] - [E:64| 800]: Train Loss:0.00056934, Val MRR:0.04579, testrun_4365653a
2023-04-29 04:20:57,912 - testrun_4365653a - [INFO] - [Epoch:64]: Training Loss:0.0005696
2023-04-29 04:20:58,410 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 04:21:07,544 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 04:21:16,282 - testrun_4365653a - [INFO] - [Evaluating Epoch 64 valid]:
MRR: Tail : 0.0612, Head : 0.03261, Avg : 0.04691
2023-04-29 04:21:17,911 - testrun_4365653a - [INFO] - [Epoch 64]: Training Loss: 0.00056957, Valid MRR: 0.04691,
2023-04-29 04:21:19,105 - testrun_4365653a - [INFO] - [E:65| 0]: Train Loss:0.00054431, Val MRR:0.04691, testrun_4365653a
2023-04-29 04:23:02,130 - testrun_4365653a - [INFO] - [E:65| 100]: Train Loss:0.00056562, Val MRR:0.04691, testrun_4365653a
2023-04-29 04:24:42,775 - testrun_4365653a - [INFO] - [E:65| 200]: Train Loss:0.00057126, Val MRR:0.04691, testrun_4365653a
2023-04-29 04:26:22,573 - testrun_4365653a - [INFO] - [E:65| 300]: Train Loss:0.00056961, Val MRR:0.04691, testrun_4365653a
2023-04-29 04:28:02,301 - testrun_4365653a - [INFO] - [E:65| 400]: Train Loss:0.00056905, Val MRR:0.04691, testrun_4365653a
2023-04-29 04:29:40,295 - testrun_4365653a - [INFO] - [E:65| 500]: Train Loss:0.00057008, Val MRR:0.04691, testrun_4365653a
2023-04-29 04:31:18,979 - testrun_4365653a - [INFO] - [E:65| 600]: Train Loss:0.00056906, Val MRR:0.04691, testrun_4365653a
2023-04-29 04:32:59,946 - testrun_4365653a - [INFO] - [E:65| 700]: Train Loss:0.0005678, Val MRR:0.04691, testrun_4365653a
2023-04-29 04:34:30,189 - testrun_4365653a - [INFO] - [E:65| 800]: Train Loss:0.00056784, Val MRR:0.04691, testrun_4365653a
2023-04-29 04:34:37,924 - testrun_4365653a - [INFO] - [Epoch:65]: Training Loss:0.0005677
2023-04-29 04:34:38,382 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 04:34:47,668 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 04:34:56,493 - testrun_4365653a - [INFO] - [Evaluating Epoch 65 valid]:
MRR: Tail : 0.06227, Head : 0.03539, Avg : 0.04883
2023-04-29 04:34:58,186 - testrun_4365653a - [INFO] - [Epoch 65]: Training Loss: 0.00056769, Valid MRR: 0.04883,
2023-04-29 04:34:59,414 - testrun_4365653a - [INFO] - [E:66| 0]: Train Loss:0.00057348, Val MRR:0.04883, testrun_4365653a
2023-04-29 04:36:38,755 - testrun_4365653a - [INFO] - [E:66| 100]: Train Loss:0.00055215, Val MRR:0.04883, testrun_4365653a
2023-04-29 04:38:22,391 - testrun_4365653a - [INFO] - [E:66| 200]: Train Loss:0.00056249, Val MRR:0.04883, testrun_4365653a
2023-04-29 04:40:01,838 - testrun_4365653a - [INFO] - [E:66| 300]: Train Loss:0.00056216, Val MRR:0.04883, testrun_4365653a
2023-04-29 04:41:41,488 - testrun_4365653a - [INFO] - [E:66| 400]: Train Loss:0.00056176, Val MRR:0.04883, testrun_4365653a
2023-04-29 04:43:21,545 - testrun_4365653a - [INFO] - [E:66| 500]: Train Loss:0.00056253, Val MRR:0.04883, testrun_4365653a
2023-04-29 04:45:02,915 - testrun_4365653a - [INFO] - [E:66| 600]: Train Loss:0.00056355, Val MRR:0.04883, testrun_4365653a
2023-04-29 04:46:41,606 - testrun_4365653a - [INFO] - [E:66| 700]: Train Loss:0.00056321, Val MRR:0.04883, testrun_4365653a
2023-04-29 04:48:21,828 - testrun_4365653a - [INFO] - [E:66| 800]: Train Loss:0.00056568, Val MRR:0.04883, testrun_4365653a
2023-04-29 04:48:29,470 - testrun_4365653a - [INFO] - [Epoch:66]: Training Loss:0.0005657
2023-04-29 04:48:29,886 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 04:48:39,173 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 04:48:47,775 - testrun_4365653a - [INFO] - [Evaluating Epoch 66 valid]:
MRR: Tail : 0.06666, Head : 0.0371, Avg : 0.05188
2023-04-29 04:48:49,459 - testrun_4365653a - [INFO] - [Epoch 66]: Training Loss: 0.00056565, Valid MRR: 0.05188,
2023-04-29 04:48:50,836 - testrun_4365653a - [INFO] - [E:67| 0]: Train Loss:0.00052844, Val MRR:0.05188, testrun_4365653a
2023-04-29 04:50:29,183 - testrun_4365653a - [INFO] - [E:67| 100]: Train Loss:0.00056558, Val MRR:0.05188, testrun_4365653a
2023-04-29 04:52:12,316 - testrun_4365653a - [INFO] - [E:67| 200]: Train Loss:0.00056617, Val MRR:0.05188, testrun_4365653a
2023-04-29 04:53:52,739 - testrun_4365653a - [INFO] - [E:67| 300]: Train Loss:0.00056404, Val MRR:0.05188, testrun_4365653a
2023-04-29 04:55:33,021 - testrun_4365653a - [INFO] - [E:67| 400]: Train Loss:0.00056228, Val MRR:0.05188, testrun_4365653a
2023-04-29 04:57:12,517 - testrun_4365653a - [INFO] - [E:67| 500]: Train Loss:0.00056243, Val MRR:0.05188, testrun_4365653a
2023-04-29 04:58:44,736 - testrun_4365653a - [INFO] - [E:67| 600]: Train Loss:0.00056149, Val MRR:0.05188, testrun_4365653a
2023-04-29 05:00:21,824 - testrun_4365653a - [INFO] - [E:67| 700]: Train Loss:0.00056281, Val MRR:0.05188, testrun_4365653a
2023-04-29 05:02:02,318 - testrun_4365653a - [INFO] - [E:67| 800]: Train Loss:0.00056387, Val MRR:0.05188, testrun_4365653a
2023-04-29 05:02:10,246 - testrun_4365653a - [INFO] - [Epoch:67]: Training Loss:0.0005638
2023-04-29 05:02:10,668 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 05:02:19,743 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 05:02:28,660 - testrun_4365653a - [INFO] - [Evaluating Epoch 67 valid]:
MRR: Tail : 0.06826, Head : 0.03828, Avg : 0.05327
2023-04-29 05:02:30,255 - testrun_4365653a - [INFO] - [Epoch 67]: Training Loss: 0.00056377, Valid MRR: 0.05327,
2023-04-29 05:02:31,321 - testrun_4365653a - [INFO] - [E:68| 0]: Train Loss:0.00053299, Val MRR:0.05327, testrun_4365653a
2023-04-29 05:04:11,675 - testrun_4365653a - [INFO] - [E:68| 100]: Train Loss:0.00056045, Val MRR:0.05327, testrun_4365653a
2023-04-29 05:05:51,664 - testrun_4365653a - [INFO] - [E:68| 200]: Train Loss:0.000558, Val MRR:0.05327, testrun_4365653a
2023-04-29 05:07:35,314 - testrun_4365653a - [INFO] - [E:68| 300]: Train Loss:0.00055981, Val MRR:0.05327, testrun_4365653a
2023-04-29 05:09:15,239 - testrun_4365653a - [INFO] - [E:68| 400]: Train Loss:0.00055873, Val MRR:0.05327, testrun_4365653a
2023-04-29 05:10:54,219 - testrun_4365653a - [INFO] - [E:68| 500]: Train Loss:0.00055738, Val MRR:0.05327, testrun_4365653a
2023-04-29 05:12:32,409 - testrun_4365653a - [INFO] - [E:68| 600]: Train Loss:0.00055957, Val MRR:0.05327, testrun_4365653a
2023-04-29 05:14:12,525 - testrun_4365653a - [INFO] - [E:68| 700]: Train Loss:0.00056103, Val MRR:0.05327, testrun_4365653a
2023-04-29 05:15:53,237 - testrun_4365653a - [INFO] - [E:68| 800]: Train Loss:0.00056207, Val MRR:0.05327, testrun_4365653a
2023-04-29 05:16:00,821 - testrun_4365653a - [INFO] - [Epoch:68]: Training Loss:0.0005621
2023-04-29 05:16:01,246 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 05:16:10,457 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 05:16:19,207 - testrun_4365653a - [INFO] - [Evaluating Epoch 68 valid]:
MRR: Tail : 0.06957, Head : 0.04058, Avg : 0.05508
2023-04-29 05:16:20,801 - testrun_4365653a - [INFO] - [Epoch 68]: Training Loss: 0.00056207, Valid MRR: 0.05508,
2023-04-29 05:16:21,983 - testrun_4365653a - [INFO] - [E:69| 0]: Train Loss:0.00055382, Val MRR:0.05508, testrun_4365653a
2023-04-29 05:18:02,274 - testrun_4365653a - [INFO] - [E:69| 100]: Train Loss:0.00056309, Val MRR:0.05508, testrun_4365653a
2023-04-29 05:19:43,272 - testrun_4365653a - [INFO] - [E:69| 200]: Train Loss:0.00056331, Val MRR:0.05508, testrun_4365653a
2023-04-29 05:21:23,779 - testrun_4365653a - [INFO] - [E:69| 300]: Train Loss:0.00056093, Val MRR:0.05508, testrun_4365653a
2023-04-29 05:23:07,455 - testrun_4365653a - [INFO] - [E:69| 400]: Train Loss:0.00056106, Val MRR:0.05508, testrun_4365653a
2023-04-29 05:24:37,082 - testrun_4365653a - [INFO] - [E:69| 500]: Train Loss:0.00056081, Val MRR:0.05508, testrun_4365653a
2023-04-29 05:26:17,225 - testrun_4365653a - [INFO] - [E:69| 600]: Train Loss:0.00056033, Val MRR:0.05508, testrun_4365653a
2023-04-29 05:27:57,176 - testrun_4365653a - [INFO] - [E:69| 700]: Train Loss:0.00056055, Val MRR:0.05508, testrun_4365653a
2023-04-29 05:29:36,411 - testrun_4365653a - [INFO] - [E:69| 800]: Train Loss:0.00056004, Val MRR:0.05508, testrun_4365653a
2023-04-29 05:29:43,776 - testrun_4365653a - [INFO] - [Epoch:69]: Training Loss:0.0005601
2023-04-29 05:29:44,196 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 05:29:53,231 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 05:30:01,950 - testrun_4365653a - [INFO] - [Evaluating Epoch 69 valid]:
MRR: Tail : 0.07376, Head : 0.04512, Avg : 0.05944
MR: Tail : 3866.2, Head : 7765.6, Avg : 5815.9
Hit-1: Tail : 0.04318, Head : 0.02571, Avg : 0.03444
Hit-3: Tail : 0.07811, Head : 0.04581, Avg : 0.06196
Hit-10: Tail : 0.13019, Head : 0.08174, Avg : 0.10597
2023-04-29 05:30:03,659 - testrun_4365653a - [INFO] - [Epoch 69]: Training Loss: 0.00056005, Valid MRR: 0.05944,
2023-04-29 05:30:04,494 - testrun_4365653a - [INFO] - [E:70| 0]: Train Loss:0.00054151, Val MRR:0.05944, testrun_4365653a
2023-04-29 05:31:45,254 - testrun_4365653a - [INFO] - [E:70| 100]: Train Loss:0.00055603, Val MRR:0.05944, testrun_4365653a
2023-04-29 05:33:23,153 - testrun_4365653a - [INFO] - [E:70| 200]: Train Loss:0.00055463, Val MRR:0.05944, testrun_4365653a
2023-04-29 05:35:02,888 - testrun_4365653a - [INFO] - [E:70| 300]: Train Loss:0.00055761, Val MRR:0.05944, testrun_4365653a
2023-04-29 05:36:41,799 - testrun_4365653a - [INFO] - [E:70| 400]: Train Loss:0.000557, Val MRR:0.05944, testrun_4365653a
2023-04-29 05:38:25,172 - testrun_4365653a - [INFO] - [E:70| 500]: Train Loss:0.00055617, Val MRR:0.05944, testrun_4365653a
2023-04-29 05:40:05,900 - testrun_4365653a - [INFO] - [E:70| 600]: Train Loss:0.00055534, Val MRR:0.05944, testrun_4365653a
2023-04-29 05:41:46,802 - testrun_4365653a - [INFO] - [E:70| 700]: Train Loss:0.00055598, Val MRR:0.05944, testrun_4365653a
2023-04-29 05:43:26,515 - testrun_4365653a - [INFO] - [E:70| 800]: Train Loss:0.00055799, Val MRR:0.05944, testrun_4365653a
2023-04-29 05:43:34,356 - testrun_4365653a - [INFO] - [Epoch:70]: Training Loss:0.0005578
2023-04-29 05:43:34,848 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 05:43:43,886 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 05:43:52,583 - testrun_4365653a - [INFO] - [Evaluating Epoch 70 valid]:
MRR: Tail : 0.07714, Head : 0.04614, Avg : 0.06164
2023-04-29 05:43:54,172 - testrun_4365653a - [INFO] - [Epoch 70]: Training Loss: 0.00055778, Valid MRR: 0.06164,
2023-04-29 05:43:55,358 - testrun_4365653a - [INFO] - [E:71| 0]: Train Loss:0.00053142, Val MRR:0.06164, testrun_4365653a
2023-04-29 05:45:35,331 - testrun_4365653a - [INFO] - [E:71| 100]: Train Loss:0.00055283, Val MRR:0.06164, testrun_4365653a
2023-04-29 05:47:15,669 - testrun_4365653a - [INFO] - [E:71| 200]: Train Loss:0.0005532, Val MRR:0.06164, testrun_4365653a
2023-04-29 05:48:49,685 - testrun_4365653a - [INFO] - [E:71| 300]: Train Loss:0.0005525, Val MRR:0.06164, testrun_4365653a
2023-04-29 05:50:24,946 - testrun_4365653a - [INFO] - [E:71| 400]: Train Loss:0.00055401, Val MRR:0.06164, testrun_4365653a
2023-04-29 05:52:08,848 - testrun_4365653a - [INFO] - [E:71| 500]: Train Loss:0.00055463, Val MRR:0.06164, testrun_4365653a
2023-04-29 05:53:47,481 - testrun_4365653a - [INFO] - [E:71| 600]: Train Loss:0.00055594, Val MRR:0.06164, testrun_4365653a
2023-04-29 05:55:26,781 - testrun_4365653a - [INFO] - [E:71| 700]: Train Loss:0.00055567, Val MRR:0.06164, testrun_4365653a
2023-04-29 05:57:07,477 - testrun_4365653a - [INFO] - [E:71| 800]: Train Loss:0.00055575, Val MRR:0.06164, testrun_4365653a
2023-04-29 05:57:15,214 - testrun_4365653a - [INFO] - [Epoch:71]: Training Loss:0.0005557
2023-04-29 05:57:15,494 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 05:57:24,440 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 05:57:33,377 - testrun_4365653a - [INFO] - [Evaluating Epoch 71 valid]:
MRR: Tail : 0.07681, Head : 0.04872, Avg : 0.06277
2023-04-29 05:57:34,986 - testrun_4365653a - [INFO] - [Epoch 71]: Training Loss: 0.00055568, Valid MRR: 0.06277,
2023-04-29 05:57:35,946 - testrun_4365653a - [INFO] - [E:72| 0]: Train Loss:0.00055049, Val MRR:0.06277, testrun_4365653a
2023-04-29 05:59:15,294 - testrun_4365653a - [INFO] - [E:72| 100]: Train Loss:0.00055646, Val MRR:0.06277, testrun_4365653a
2023-04-29 06:00:56,682 - testrun_4365653a - [INFO] - [E:72| 200]: Train Loss:0.00055526, Val MRR:0.06277, testrun_4365653a
2023-04-29 06:02:36,024 - testrun_4365653a - [INFO] - [E:72| 300]: Train Loss:0.00055354, Val MRR:0.06277, testrun_4365653a
2023-04-29 06:04:16,699 - testrun_4365653a - [INFO] - [E:72| 400]: Train Loss:0.00055413, Val MRR:0.06277, testrun_4365653a
2023-04-29 06:05:56,655 - testrun_4365653a - [INFO] - [E:72| 500]: Train Loss:0.0005541, Val MRR:0.06277, testrun_4365653a
2023-04-29 06:07:40,031 - testrun_4365653a - [INFO] - [E:72| 600]: Train Loss:0.00055393, Val MRR:0.06277, testrun_4365653a
2023-04-29 06:09:19,474 - testrun_4365653a - [INFO] - [E:72| 700]: Train Loss:0.00055394, Val MRR:0.06277, testrun_4365653a
2023-04-29 06:10:59,316 - testrun_4365653a - [INFO] - [E:72| 800]: Train Loss:0.00055394, Val MRR:0.06277, testrun_4365653a
2023-04-29 06:11:07,171 - testrun_4365653a - [INFO] - [Epoch:72]: Training Loss:0.0005539
2023-04-29 06:11:07,593 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 06:11:16,917 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 06:11:25,685 - testrun_4365653a - [INFO] - [Evaluating Epoch 72 valid]:
MRR: Tail : 0.08076, Head : 0.05276, Avg : 0.06676
2023-04-29 06:11:27,350 - testrun_4365653a - [INFO] - [Epoch 72]: Training Loss: 0.00055389, Valid MRR: 0.06676,
2023-04-29 06:11:28,312 - testrun_4365653a - [INFO] - [E:73| 0]: Train Loss:0.00050929, Val MRR:0.06676, testrun_4365653a
2023-04-29 06:13:09,030 - testrun_4365653a - [INFO] - [E:73| 100]: Train Loss:0.00055479, Val MRR:0.06676, testrun_4365653a
2023-04-29 06:14:37,006 - testrun_4365653a - [INFO] - [E:73| 200]: Train Loss:0.00055487, Val MRR:0.06676, testrun_4365653a
2023-04-29 06:16:16,050 - testrun_4365653a - [INFO] - [E:73| 300]: Train Loss:0.00055228, Val MRR:0.06676, testrun_4365653a
2023-04-29 06:17:55,783 - testrun_4365653a - [INFO] - [E:73| 400]: Train Loss:0.0005513, Val MRR:0.06676, testrun_4365653a
2023-04-29 06:19:35,594 - testrun_4365653a - [INFO] - [E:73| 500]: Train Loss:0.00055089, Val MRR:0.06676, testrun_4365653a
2023-04-29 06:21:16,242 - testrun_4365653a - [INFO] - [E:73| 600]: Train Loss:0.00055268, Val MRR:0.06676, testrun_4365653a
2023-04-29 06:23:00,118 - testrun_4365653a - [INFO] - [E:73| 700]: Train Loss:0.00055263, Val MRR:0.06676, testrun_4365653a
2023-04-29 06:24:39,789 - testrun_4365653a - [INFO] - [E:73| 800]: Train Loss:0.00055128, Val MRR:0.06676, testrun_4365653a
2023-04-29 06:24:47,596 - testrun_4365653a - [INFO] - [Epoch:73]: Training Loss:0.0005514
2023-04-29 06:24:47,917 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 06:24:57,093 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 06:25:05,779 - testrun_4365653a - [INFO] - [Evaluating Epoch 73 valid]:
MRR: Tail : 0.08462, Head : 0.05414, Avg : 0.06938
2023-04-29 06:25:07,337 - testrun_4365653a - [INFO] - [Epoch 73]: Training Loss: 0.00055142, Valid MRR: 0.06938,
2023-04-29 06:25:08,463 - testrun_4365653a - [INFO] - [E:74| 0]: Train Loss:0.00056233, Val MRR:0.06938, testrun_4365653a
2023-04-29 06:26:49,239 - testrun_4365653a - [INFO] - [E:74| 100]: Train Loss:0.00054874, Val MRR:0.06938, testrun_4365653a
2023-04-29 06:28:30,098 - testrun_4365653a - [INFO] - [E:74| 200]: Train Loss:0.00054835, Val MRR:0.06938, testrun_4365653a
2023-04-29 06:30:09,878 - testrun_4365653a - [INFO] - [E:74| 300]: Train Loss:0.00054696, Val MRR:0.06938, testrun_4365653a
2023-04-29 06:31:49,253 - testrun_4365653a - [INFO] - [E:74| 400]: Train Loss:0.00054868, Val MRR:0.06938, testrun_4365653a
2023-04-29 06:33:30,091 - testrun_4365653a - [INFO] - [E:74| 500]: Train Loss:0.00054983, Val MRR:0.06938, testrun_4365653a
2023-04-29 06:35:09,616 - testrun_4365653a - [INFO] - [E:74| 600]: Train Loss:0.0005498, Val MRR:0.06938, testrun_4365653a
2023-04-29 06:36:50,651 - testrun_4365653a - [INFO] - [E:74| 700]: Train Loss:0.00055011, Val MRR:0.06938, testrun_4365653a
2023-04-29 06:38:31,539 - testrun_4365653a - [INFO] - [E:74| 800]: Train Loss:0.00054984, Val MRR:0.06938, testrun_4365653a
2023-04-29 06:38:39,004 - testrun_4365653a - [INFO] - [Epoch:74]: Training Loss:0.0005496
2023-04-29 06:38:39,424 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 06:38:47,276 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 06:38:52,573 - testrun_4365653a - [INFO] - [Evaluating Epoch 74 valid]:
MRR: Tail : 0.08915, Head : 0.05677, Avg : 0.07296
2023-04-29 06:38:54,193 - testrun_4365653a - [INFO] - [Epoch 74]: Training Loss: 0.0005496, Valid MRR: 0.07296,
2023-04-29 06:38:54,871 - testrun_4365653a - [INFO] - [E:75| 0]: Train Loss:0.00059681, Val MRR:0.07296, testrun_4365653a
2023-04-29 06:40:29,472 - testrun_4365653a - [INFO] - [E:75| 100]: Train Loss:0.00055342, Val MRR:0.07296, testrun_4365653a
2023-04-29 06:42:09,636 - testrun_4365653a - [INFO] - [E:75| 200]: Train Loss:0.00055284, Val MRR:0.07296, testrun_4365653a
2023-04-29 06:43:49,419 - testrun_4365653a - [INFO] - [E:75| 300]: Train Loss:0.00055164, Val MRR:0.07296, testrun_4365653a
2023-04-29 06:45:28,537 - testrun_4365653a - [INFO] - [E:75| 400]: Train Loss:0.00055145, Val MRR:0.07296, testrun_4365653a
2023-04-29 06:47:08,708 - testrun_4365653a - [INFO] - [E:75| 500]: Train Loss:0.00054857, Val MRR:0.07296, testrun_4365653a
2023-04-29 06:48:49,400 - testrun_4365653a - [INFO] - [E:75| 600]: Train Loss:0.00054861, Val MRR:0.07296, testrun_4365653a
2023-04-29 06:50:30,114 - testrun_4365653a - [INFO] - [E:75| 700]: Train Loss:0.00054744, Val MRR:0.07296, testrun_4365653a
2023-04-29 06:52:13,239 - testrun_4365653a - [INFO] - [E:75| 800]: Train Loss:0.00054727, Val MRR:0.07296, testrun_4365653a
2023-04-29 06:52:20,833 - testrun_4365653a - [INFO] - [Epoch:75]: Training Loss:0.0005471
2023-04-29 06:52:21,259 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 06:52:30,704 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 06:52:39,417 - testrun_4365653a - [INFO] - [Evaluating Epoch 75 valid]:
MRR: Tail : 0.09038, Head : 0.06013, Avg : 0.07526
2023-04-29 06:52:41,013 - testrun_4365653a - [INFO] - [Epoch 75]: Training Loss: 0.00054711, Valid MRR: 0.07526,
2023-04-29 06:52:42,238 - testrun_4365653a - [INFO] - [E:76| 0]: Train Loss:0.00055872, Val MRR:0.07526, testrun_4365653a
2023-04-29 06:54:22,167 - testrun_4365653a - [INFO] - [E:76| 100]: Train Loss:0.00054196, Val MRR:0.07526, testrun_4365653a
2023-04-29 06:56:02,069 - testrun_4365653a - [INFO] - [E:76| 200]: Train Loss:0.00054494, Val MRR:0.07526, testrun_4365653a
2023-04-29 06:57:40,292 - testrun_4365653a - [INFO] - [E:76| 300]: Train Loss:0.00054701, Val MRR:0.07526, testrun_4365653a
2023-04-29 06:59:21,298 - testrun_4365653a - [INFO] - [E:76| 400]: Train Loss:0.00054679, Val MRR:0.07526, testrun_4365653a
2023-04-29 07:01:01,777 - testrun_4365653a - [INFO] - [E:76| 500]: Train Loss:0.00054646, Val MRR:0.07526, testrun_4365653a
2023-04-29 07:02:42,384 - testrun_4365653a - [INFO] - [E:76| 600]: Train Loss:0.00054568, Val MRR:0.07526, testrun_4365653a
2023-04-29 07:04:10,564 - testrun_4365653a - [INFO] - [E:76| 700]: Train Loss:0.00054607, Val MRR:0.07526, testrun_4365653a
2023-04-29 07:05:52,081 - testrun_4365653a - [INFO] - [E:76| 800]: Train Loss:0.00054524, Val MRR:0.07526, testrun_4365653a
2023-04-29 07:05:59,626 - testrun_4365653a - [INFO] - [Epoch:76]: Training Loss:0.0005452
2023-04-29 07:05:59,980 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 07:06:09,375 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 07:06:18,193 - testrun_4365653a - [INFO] - [Evaluating Epoch 76 valid]:
MRR: Tail : 0.09362, Head : 0.06487, Avg : 0.07924
2023-04-29 07:06:21,679 - testrun_4365653a - [INFO] - [Epoch 76]: Training Loss: 0.00054525, Valid MRR: 0.07924,
2023-04-29 07:06:22,863 - testrun_4365653a - [INFO] - [E:77| 0]: Train Loss:0.00049292, Val MRR:0.07924, testrun_4365653a
2023-04-29 07:08:05,731 - testrun_4365653a - [INFO] - [E:77| 100]: Train Loss:0.00053337, Val MRR:0.07924, testrun_4365653a
2023-04-29 07:09:45,255 - testrun_4365653a - [INFO] - [E:77| 200]: Train Loss:0.00054295, Val MRR:0.07924, testrun_4365653a
2023-04-29 07:11:24,870 - testrun_4365653a - [INFO] - [E:77| 300]: Train Loss:0.00054337, Val MRR:0.07924, testrun_4365653a
2023-04-29 07:13:05,289 - testrun_4365653a - [INFO] - [E:77| 400]: Train Loss:0.00054175, Val MRR:0.07924, testrun_4365653a
2023-04-29 07:14:46,158 - testrun_4365653a - [INFO] - [E:77| 500]: Train Loss:0.00054197, Val MRR:0.07924, testrun_4365653a
2023-04-29 07:16:26,067 - testrun_4365653a - [INFO] - [E:77| 600]: Train Loss:0.00054287, Val MRR:0.07924, testrun_4365653a
2023-04-29 07:18:04,694 - testrun_4365653a - [INFO] - [E:77| 700]: Train Loss:0.00054271, Val MRR:0.07924, testrun_4365653a
2023-04-29 07:19:45,237 - testrun_4365653a - [INFO] - [E:77| 800]: Train Loss:0.00054339, Val MRR:0.07924, testrun_4365653a
2023-04-29 07:19:53,303 - testrun_4365653a - [INFO] - [Epoch:77]: Training Loss:0.0005433
2023-04-29 07:19:53,806 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 07:20:02,815 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 07:20:11,805 - testrun_4365653a - [INFO] - [Evaluating Epoch 77 valid]:
MRR: Tail : 0.09776, Head : 0.0647, Avg : 0.08123
2023-04-29 07:20:13,433 - testrun_4365653a - [INFO] - [Epoch 77]: Training Loss: 0.00054331, Valid MRR: 0.08123,
2023-04-29 07:20:14,617 - testrun_4365653a - [INFO] - [E:78| 0]: Train Loss:0.00052064, Val MRR:0.08123, testrun_4365653a
2023-04-29 07:21:58,791 - testrun_4365653a - [INFO] - [E:78| 100]: Train Loss:0.0005524, Val MRR:0.08123, testrun_4365653a
2023-04-29 07:23:38,873 - testrun_4365653a - [INFO] - [E:78| 200]: Train Loss:0.00054567, Val MRR:0.08123, testrun_4365653a
2023-04-29 07:25:18,969 - testrun_4365653a - [INFO] - [E:78| 300]: Train Loss:0.00054194, Val MRR:0.08123, testrun_4365653a
2023-04-29 07:27:00,080 - testrun_4365653a - [INFO] - [E:78| 400]: Train Loss:0.00054226, Val MRR:0.08123, testrun_4365653a
2023-04-29 07:28:39,663 - testrun_4365653a - [INFO] - [E:78| 500]: Train Loss:0.00054038, Val MRR:0.08123, testrun_4365653a
2023-04-29 07:30:09,796 - testrun_4365653a - [INFO] - [E:78| 600]: Train Loss:0.00053988, Val MRR:0.08123, testrun_4365653a
2023-04-29 07:31:49,741 - testrun_4365653a - [INFO] - [E:78| 700]: Train Loss:0.00054006, Val MRR:0.08123, testrun_4365653a
2023-04-29 07:33:30,230 - testrun_4365653a - [INFO] - [E:78| 800]: Train Loss:0.00054092, Val MRR:0.08123, testrun_4365653a
2023-04-29 07:33:38,229 - testrun_4365653a - [INFO] - [Epoch:78]: Training Loss:0.0005409
2023-04-29 07:33:38,544 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 07:33:47,739 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 07:33:56,701 - testrun_4365653a - [INFO] - [Evaluating Epoch 78 valid]:
MRR: Tail : 0.10176, Head : 0.07012, Avg : 0.08594
2023-04-29 07:33:58,368 - testrun_4365653a - [INFO] - [Epoch 78]: Training Loss: 0.00054091, Valid MRR: 0.08594,
2023-04-29 07:33:59,209 - testrun_4365653a - [INFO] - [E:79| 0]: Train Loss:0.00050525, Val MRR:0.08594, testrun_4365653a
2023-04-29 07:35:39,351 - testrun_4365653a - [INFO] - [E:79| 100]: Train Loss:0.000533, Val MRR:0.08594, testrun_4365653a
2023-04-29 07:37:22,991 - testrun_4365653a - [INFO] - [E:79| 200]: Train Loss:0.00053788, Val MRR:0.08594, testrun_4365653a
2023-04-29 07:38:59,944 - testrun_4365653a - [INFO] - [E:79| 300]: Train Loss:0.00053867, Val MRR:0.08594, testrun_4365653a
2023-04-29 07:40:41,297 - testrun_4365653a - [INFO] - [E:79| 400]: Train Loss:0.00053846, Val MRR:0.08594, testrun_4365653a
2023-04-29 07:42:21,676 - testrun_4365653a - [INFO] - [E:79| 500]: Train Loss:0.0005396, Val MRR:0.08594, testrun_4365653a
2023-04-29 07:44:02,002 - testrun_4365653a - [INFO] - [E:79| 600]: Train Loss:0.00053838, Val MRR:0.08594, testrun_4365653a
2023-04-29 07:45:42,209 - testrun_4365653a - [INFO] - [E:79| 700]: Train Loss:0.00053847, Val MRR:0.08594, testrun_4365653a
2023-04-29 07:47:21,823 - testrun_4365653a - [INFO] - [E:79| 800]: Train Loss:0.00053858, Val MRR:0.08594, testrun_4365653a
2023-04-29 07:47:29,771 - testrun_4365653a - [INFO] - [Epoch:79]: Training Loss:0.0005388
2023-04-29 07:47:30,051 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 07:47:39,286 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 07:47:47,853 - testrun_4365653a - [INFO] - [Evaluating Epoch 79 valid]:
MRR: Tail : 0.10536, Head : 0.07398, Avg : 0.08967
MR: Tail : 3592.4, Head : 6984.5, Avg : 5288.4
Hit-1: Tail : 0.07218, Head : 0.04647, Avg : 0.05933
Hit-3: Tail : 0.10877, Head : 0.07943, Avg : 0.0941
Hit-10: Tail : 0.17238, Head : 0.11931, Avg : 0.14585
2023-04-29 07:47:49,555 - testrun_4365653a - [INFO] - [Epoch 79]: Training Loss: 0.00053878, Valid MRR: 0.08967,
2023-04-29 07:47:50,767 - testrun_4365653a - [INFO] - [E:80| 0]: Train Loss:0.00053423, Val MRR:0.08967, testrun_4365653a
2023-04-29 07:49:30,335 - testrun_4365653a - [INFO] - [E:80| 100]: Train Loss:0.00054461, Val MRR:0.08967, testrun_4365653a
2023-04-29 07:51:10,818 - testrun_4365653a - [INFO] - [E:80| 200]: Train Loss:0.00054057, Val MRR:0.08967, testrun_4365653a
2023-04-29 07:52:53,999 - testrun_4365653a - [INFO] - [E:80| 300]: Train Loss:0.00053888, Val MRR:0.08967, testrun_4365653a
2023-04-29 07:54:24,102 - testrun_4365653a - [INFO] - [E:80| 400]: Train Loss:0.00053874, Val MRR:0.08967, testrun_4365653a
2023-04-29 07:56:04,104 - testrun_4365653a - [INFO] - [E:80| 500]: Train Loss:0.00053857, Val MRR:0.08967, testrun_4365653a
2023-04-29 07:57:42,985 - testrun_4365653a - [INFO] - [E:80| 600]: Train Loss:0.00053797, Val MRR:0.08967, testrun_4365653a
2023-04-29 07:59:23,119 - testrun_4365653a - [INFO] - [E:80| 700]: Train Loss:0.00053742, Val MRR:0.08967, testrun_4365653a
2023-04-29 08:01:02,850 - testrun_4365653a - [INFO] - [E:80| 800]: Train Loss:0.00053684, Val MRR:0.08967, testrun_4365653a
2023-04-29 08:01:10,635 - testrun_4365653a - [INFO] - [Epoch:80]: Training Loss:0.0005367
2023-04-29 08:01:10,995 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 08:01:20,083 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 08:01:28,985 - testrun_4365653a - [INFO] - [Evaluating Epoch 80 valid]:
MRR: Tail : 0.10839, Head : 0.07804, Avg : 0.09321
2023-04-29 08:01:30,574 - testrun_4365653a - [INFO] - [Epoch 80]: Training Loss: 0.00053674, Valid MRR: 0.09321,
2023-04-29 08:01:31,584 - testrun_4365653a - [INFO] - [E:81| 0]: Train Loss:0.0005106, Val MRR:0.09321, testrun_4365653a
2023-04-29 08:03:11,221 - testrun_4365653a - [INFO] - [E:81| 100]: Train Loss:0.00053508, Val MRR:0.09321, testrun_4365653a
2023-04-29 08:04:51,464 - testrun_4365653a - [INFO] - [E:81| 200]: Train Loss:0.00053335, Val MRR:0.09321, testrun_4365653a
2023-04-29 08:06:31,236 - testrun_4365653a - [INFO] - [E:81| 300]: Train Loss:0.00053466, Val MRR:0.09321, testrun_4365653a
2023-04-29 08:08:16,200 - testrun_4365653a - [INFO] - [E:81| 400]: Train Loss:0.00053692, Val MRR:0.09321, testrun_4365653a
2023-04-29 08:09:56,921 - testrun_4365653a - [INFO] - [E:81| 500]: Train Loss:0.00053674, Val MRR:0.09321, testrun_4365653a
2023-04-29 08:11:36,860 - testrun_4365653a - [INFO] - [E:81| 600]: Train Loss:0.00053593, Val MRR:0.09321, testrun_4365653a
2023-04-29 08:13:17,795 - testrun_4365653a - [INFO] - [E:81| 700]: Train Loss:0.00053535, Val MRR:0.09321, testrun_4365653a
2023-04-29 08:14:58,716 - testrun_4365653a - [INFO] - [E:81| 800]: Train Loss:0.00053479, Val MRR:0.09321, testrun_4365653a
2023-04-29 08:15:06,454 - testrun_4365653a - [INFO] - [Epoch:81]: Training Loss:0.0005349
2023-04-29 08:15:06,870 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 08:15:16,011 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 08:15:24,962 - testrun_4365653a - [INFO] - [Evaluating Epoch 81 valid]:
MRR: Tail : 0.10983, Head : 0.08166, Avg : 0.09574
2023-04-29 08:15:26,544 - testrun_4365653a - [INFO] - [Epoch 81]: Training Loss: 0.00053487, Valid MRR: 0.09574,
2023-04-29 08:15:27,543 - testrun_4365653a - [INFO] - [E:82| 0]: Train Loss:0.00053976, Val MRR:0.09574, testrun_4365653a
2023-04-29 08:17:07,084 - testrun_4365653a - [INFO] - [E:82| 100]: Train Loss:0.00054003, Val MRR:0.09574, testrun_4365653a
2023-04-29 08:18:47,966 - testrun_4365653a - [INFO] - [E:82| 200]: Train Loss:0.00053322, Val MRR:0.09574, testrun_4365653a
2023-04-29 08:20:16,287 - testrun_4365653a - [INFO] - [E:82| 300]: Train Loss:0.00052919, Val MRR:0.09574, testrun_4365653a
2023-04-29 08:21:58,097 - testrun_4365653a - [INFO] - [E:82| 400]: Train Loss:0.00053142, Val MRR:0.09574, testrun_4365653a
2023-04-29 08:23:39,058 - testrun_4365653a - [INFO] - [E:82| 500]: Train Loss:0.00053187, Val MRR:0.09574, testrun_4365653a
2023-04-29 08:25:18,986 - testrun_4365653a - [INFO] - [E:82| 600]: Train Loss:0.00053248, Val MRR:0.09574, testrun_4365653a
2023-04-29 08:26:59,270 - testrun_4365653a - [INFO] - [E:82| 700]: Train Loss:0.00053143, Val MRR:0.09574, testrun_4365653a
2023-04-29 08:28:39,256 - testrun_4365653a - [INFO] - [E:82| 800]: Train Loss:0.00053227, Val MRR:0.09574, testrun_4365653a
2023-04-29 08:28:47,043 - testrun_4365653a - [INFO] - [Epoch:82]: Training Loss:0.0005326
2023-04-29 08:28:47,427 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 08:28:56,419 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 08:29:05,388 - testrun_4365653a - [INFO] - [Evaluating Epoch 82 valid]:
MRR: Tail : 0.11758, Head : 0.08242, Avg : 0.1
2023-04-29 08:29:07,146 - testrun_4365653a - [INFO] - [Epoch 82]: Training Loss: 0.00053259, Valid MRR: 0.1,
2023-04-29 08:29:08,141 - testrun_4365653a - [INFO] - [E:83| 0]: Train Loss:0.00048756, Val MRR:0.1, testrun_4365653a
2023-04-29 08:30:47,603 - testrun_4365653a - [INFO] - [E:83| 100]: Train Loss:0.00053179, Val MRR:0.1, testrun_4365653a
2023-04-29 08:32:28,004 - testrun_4365653a - [INFO] - [E:83| 200]: Train Loss:0.00053295, Val MRR:0.1, testrun_4365653a
2023-04-29 08:34:07,907 - testrun_4365653a - [INFO] - [E:83| 300]: Train Loss:0.00053108, Val MRR:0.1, testrun_4365653a
2023-04-29 08:35:47,726 - testrun_4365653a - [INFO] - [E:83| 400]: Train Loss:0.0005309, Val MRR:0.1, testrun_4365653a
2023-04-29 08:37:31,513 - testrun_4365653a - [INFO] - [E:83| 500]: Train Loss:0.00052984, Val MRR:0.1, testrun_4365653a
2023-04-29 08:39:11,308 - testrun_4365653a - [INFO] - [E:83| 600]: Train Loss:0.00052922, Val MRR:0.1, testrun_4365653a
2023-04-29 08:40:51,385 - testrun_4365653a - [INFO] - [E:83| 700]: Train Loss:0.00052988, Val MRR:0.1, testrun_4365653a
2023-04-29 08:42:29,478 - testrun_4365653a - [INFO] - [E:83| 800]: Train Loss:0.00052992, Val MRR:0.1, testrun_4365653a
2023-04-29 08:42:37,826 - testrun_4365653a - [INFO] - [Epoch:83]: Training Loss:0.0005299
2023-04-29 08:42:38,251 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 08:42:47,277 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 08:42:55,947 - testrun_4365653a - [INFO] - [Evaluating Epoch 83 valid]:
MRR: Tail : 0.12148, Head : 0.08969, Avg : 0.10559
2023-04-29 08:42:57,544 - testrun_4365653a - [INFO] - [Epoch 83]: Training Loss: 0.00052987, Valid MRR: 0.10559,
2023-04-29 08:42:58,735 - testrun_4365653a - [INFO] - [E:84| 0]: Train Loss:0.00051044, Val MRR:0.10559, testrun_4365653a
2023-04-29 08:44:26,564 - testrun_4365653a - [INFO] - [E:84| 100]: Train Loss:0.00052108, Val MRR:0.10559, testrun_4365653a
2023-04-29 08:46:07,516 - testrun_4365653a - [INFO] - [E:84| 200]: Train Loss:0.000524, Val MRR:0.10559, testrun_4365653a
2023-04-29 08:47:48,407 - testrun_4365653a - [INFO] - [E:84| 300]: Train Loss:0.00052709, Val MRR:0.10559, testrun_4365653a
2023-04-29 08:49:28,474 - testrun_4365653a - [INFO] - [E:84| 400]: Train Loss:0.0005277, Val MRR:0.10559, testrun_4365653a
2023-04-29 08:51:09,743 - testrun_4365653a - [INFO] - [E:84| 500]: Train Loss:0.0005272, Val MRR:0.10559, testrun_4365653a
2023-04-29 08:52:52,482 - testrun_4365653a - [INFO] - [E:84| 600]: Train Loss:0.00052814, Val MRR:0.10559, testrun_4365653a
2023-04-29 08:54:32,792 - testrun_4365653a - [INFO] - [E:84| 700]: Train Loss:0.0005278, Val MRR:0.10559, testrun_4365653a
2023-04-29 08:56:13,211 - testrun_4365653a - [INFO] - [E:84| 800]: Train Loss:0.00052792, Val MRR:0.10559, testrun_4365653a
2023-04-29 08:56:20,999 - testrun_4365653a - [INFO] - [Epoch:84]: Training Loss:0.0005278
2023-04-29 08:56:21,416 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 08:56:30,643 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 08:56:39,586 - testrun_4365653a - [INFO] - [Evaluating Epoch 84 valid]:
MRR: Tail : 0.12345, Head : 0.09165, Avg : 0.10755
2023-04-29 08:56:41,236 - testrun_4365653a - [INFO] - [Epoch 84]: Training Loss: 0.00052785, Valid MRR: 0.10755,
2023-04-29 08:56:42,444 - testrun_4365653a - [INFO] - [E:85| 0]: Train Loss:0.00052422, Val MRR:0.10755, testrun_4365653a
2023-04-29 08:58:23,362 - testrun_4365653a - [INFO] - [E:85| 100]: Train Loss:0.00052076, Val MRR:0.10755, testrun_4365653a
2023-04-29 09:00:04,174 - testrun_4365653a - [INFO] - [E:85| 200]: Train Loss:0.00052481, Val MRR:0.10755, testrun_4365653a
2023-04-29 09:01:43,365 - testrun_4365653a - [INFO] - [E:85| 300]: Train Loss:0.00052605, Val MRR:0.10755, testrun_4365653a
2023-04-29 09:03:21,330 - testrun_4365653a - [INFO] - [E:85| 400]: Train Loss:0.00052499, Val MRR:0.10755, testrun_4365653a
2023-04-29 09:05:00,735 - testrun_4365653a - [INFO] - [E:85| 500]: Train Loss:0.00052461, Val MRR:0.10755, testrun_4365653a
2023-04-29 09:06:44,532 - testrun_4365653a - [INFO] - [E:85| 600]: Train Loss:0.00052437, Val MRR:0.10755, testrun_4365653a
2023-04-29 09:08:24,007 - testrun_4365653a - [INFO] - [E:85| 700]: Train Loss:0.0005251, Val MRR:0.10755, testrun_4365653a
2023-04-29 09:09:54,857 - testrun_4365653a - [INFO] - [E:85| 800]: Train Loss:0.00052561, Val MRR:0.10755, testrun_4365653a
2023-04-29 09:10:02,792 - testrun_4365653a - [INFO] - [Epoch:85]: Training Loss:0.0005256
2023-04-29 09:10:03,240 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 09:10:12,692 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 09:10:21,882 - testrun_4365653a - [INFO] - [Evaluating Epoch 85 valid]:
MRR: Tail : 0.12621, Head : 0.09469, Avg : 0.11045
2023-04-29 09:10:23,469 - testrun_4365653a - [INFO] - [Epoch 85]: Training Loss: 0.00052565, Valid MRR: 0.11045,
2023-04-29 09:10:24,504 - testrun_4365653a - [INFO] - [E:86| 0]: Train Loss:0.00049585, Val MRR:0.11045, testrun_4365653a
2023-04-29 09:12:06,121 - testrun_4365653a - [INFO] - [E:86| 100]: Train Loss:0.00051597, Val MRR:0.11045, testrun_4365653a
2023-04-29 09:13:47,602 - testrun_4365653a - [INFO] - [E:86| 200]: Train Loss:0.00052226, Val MRR:0.11045, testrun_4365653a
2023-04-29 09:15:27,412 - testrun_4365653a - [INFO] - [E:86| 300]: Train Loss:0.00052296, Val MRR:0.11045, testrun_4365653a
2023-04-29 09:17:07,236 - testrun_4365653a - [INFO] - [E:86| 400]: Train Loss:0.00052194, Val MRR:0.11045, testrun_4365653a
2023-04-29 09:18:37,141 - testrun_4365653a - [INFO] - [E:86| 500]: Train Loss:0.00052169, Val MRR:0.11045, testrun_4365653a
2023-04-29 09:19:49,817 - testrun_4365653a - [INFO] - [E:86| 600]: Train Loss:0.00052297, Val MRR:0.11045, testrun_4365653a
2023-04-29 09:21:24,828 - testrun_4365653a - [INFO] - [E:86| 700]: Train Loss:0.00052258, Val MRR:0.11045, testrun_4365653a
2023-04-29 09:22:46,763 - testrun_4365653a - [INFO] - [E:86| 800]: Train Loss:0.00052304, Val MRR:0.11045, testrun_4365653a
2023-04-29 09:22:51,805 - testrun_4365653a - [INFO] - [Epoch:86]: Training Loss:0.0005231
2023-04-29 09:22:52,043 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 09:22:57,536 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 09:23:02,688 - testrun_4365653a - [INFO] - [Evaluating Epoch 86 valid]:
MRR: Tail : 0.12675, Head : 0.09475, Avg : 0.11075
2023-04-29 09:23:05,919 - testrun_4365653a - [INFO] - [Epoch 86]: Training Loss: 0.00052309, Valid MRR: 0.11075,
2023-04-29 09:23:06,592 - testrun_4365653a - [INFO] - [E:87| 0]: Train Loss:0.00047799, Val MRR:0.11075, testrun_4365653a
2023-04-29 09:24:12,120 - testrun_4365653a - [INFO] - [E:87| 100]: Train Loss:0.00052231, Val MRR:0.11075, testrun_4365653a
2023-04-29 09:25:17,664 - testrun_4365653a - [INFO] - [E:87| 200]: Train Loss:0.0005203, Val MRR:0.11075, testrun_4365653a
2023-04-29 09:26:52,351 - testrun_4365653a - [INFO] - [E:87| 300]: Train Loss:0.00051965, Val MRR:0.11075, testrun_4365653a
2023-04-29 09:28:34,591 - testrun_4365653a - [INFO] - [E:87| 400]: Train Loss:0.00051848, Val MRR:0.11075, testrun_4365653a
2023-04-29 09:30:14,906 - testrun_4365653a - [INFO] - [E:87| 500]: Train Loss:0.00051879, Val MRR:0.11075, testrun_4365653a
2023-04-29 09:31:55,922 - testrun_4365653a - [INFO] - [E:87| 600]: Train Loss:0.00051981, Val MRR:0.11075, testrun_4365653a
2023-04-29 09:33:37,095 - testrun_4365653a - [INFO] - [E:87| 700]: Train Loss:0.00052065, Val MRR:0.11075, testrun_4365653a
2023-04-29 09:35:17,484 - testrun_4365653a - [INFO] - [E:87| 800]: Train Loss:0.00052112, Val MRR:0.11075, testrun_4365653a
2023-04-29 09:35:25,141 - testrun_4365653a - [INFO] - [Epoch:87]: Training Loss:0.000521
2023-04-29 09:35:25,555 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 09:35:34,901 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 09:35:43,753 - testrun_4365653a - [INFO] - [Evaluating Epoch 87 valid]:
MRR: Tail : 0.13296, Head : 0.10269, Avg : 0.11782
2023-04-29 09:35:45,394 - testrun_4365653a - [INFO] - [Epoch 87]: Training Loss: 0.00052101, Valid MRR: 0.11782,
2023-04-29 09:35:46,453 - testrun_4365653a - [INFO] - [E:88| 0]: Train Loss:0.00051171, Val MRR:0.11782, testrun_4365653a
2023-04-29 09:37:28,322 - testrun_4365653a - [INFO] - [E:88| 100]: Train Loss:0.00050981, Val MRR:0.11782, testrun_4365653a
2023-04-29 09:39:09,022 - testrun_4365653a - [INFO] - [E:88| 200]: Train Loss:0.00051455, Val MRR:0.11782, testrun_4365653a
2023-04-29 09:40:51,405 - testrun_4365653a - [INFO] - [E:88| 300]: Train Loss:0.0005162, Val MRR:0.11782, testrun_4365653a
2023-04-29 09:42:37,008 - testrun_4365653a - [INFO] - [E:88| 400]: Train Loss:0.00051851, Val MRR:0.11782, testrun_4365653a
2023-04-29 09:44:09,925 - testrun_4365653a - [INFO] - [E:88| 500]: Train Loss:0.00051906, Val MRR:0.11782, testrun_4365653a
2023-04-29 09:45:51,938 - testrun_4365653a - [INFO] - [E:88| 600]: Train Loss:0.00051807, Val MRR:0.11782, testrun_4365653a
2023-04-29 09:47:34,259 - testrun_4365653a - [INFO] - [E:88| 700]: Train Loss:0.00051829, Val MRR:0.11782, testrun_4365653a
2023-04-29 09:49:17,898 - testrun_4365653a - [INFO] - [E:88| 800]: Train Loss:0.00051864, Val MRR:0.11782, testrun_4365653a
2023-04-29 09:49:25,598 - testrun_4365653a - [INFO] - [Epoch:88]: Training Loss:0.0005186
2023-04-29 09:49:26,084 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 09:49:35,305 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 09:49:44,204 - testrun_4365653a - [INFO] - [Evaluating Epoch 88 valid]:
MRR: Tail : 0.13914, Head : 0.1108, Avg : 0.12497
2023-04-29 09:49:45,797 - testrun_4365653a - [INFO] - [Epoch 88]: Training Loss: 0.00051864, Valid MRR: 0.12497,
2023-04-29 09:49:47,029 - testrun_4365653a - [INFO] - [E:89| 0]: Train Loss:0.00048817, Val MRR:0.12497, testrun_4365653a
2023-04-29 09:51:28,132 - testrun_4365653a - [INFO] - [E:89| 100]: Train Loss:0.0005143, Val MRR:0.12497, testrun_4365653a
2023-04-29 09:53:09,298 - testrun_4365653a - [INFO] - [E:89| 200]: Train Loss:0.00051395, Val MRR:0.12497, testrun_4365653a
2023-04-29 09:54:51,475 - testrun_4365653a - [INFO] - [E:89| 300]: Train Loss:0.00051487, Val MRR:0.12497, testrun_4365653a
2023-04-29 09:56:33,485 - testrun_4365653a - [INFO] - [E:89| 400]: Train Loss:0.00051496, Val MRR:0.12497, testrun_4365653a
2023-04-29 09:58:20,654 - testrun_4365653a - [INFO] - [E:89| 500]: Train Loss:0.00051651, Val MRR:0.12497, testrun_4365653a
2023-04-29 10:00:00,531 - testrun_4365653a - [INFO] - [E:89| 600]: Train Loss:0.00051587, Val MRR:0.12497, testrun_4365653a
2023-04-29 10:01:36,777 - testrun_4365653a - [INFO] - [E:89| 700]: Train Loss:0.00051656, Val MRR:0.12497, testrun_4365653a
2023-04-29 10:03:16,953 - testrun_4365653a - [INFO] - [E:89| 800]: Train Loss:0.00051646, Val MRR:0.12497, testrun_4365653a
2023-04-29 10:03:25,859 - testrun_4365653a - [INFO] - [Epoch:89]: Training Loss:0.0005166
2023-04-29 10:03:26,223 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 10:03:35,762 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 10:03:44,605 - testrun_4365653a - [INFO] - [Evaluating Epoch 89 valid]:
MRR: Tail : 0.14259, Head : 0.11435, Avg : 0.12847
MR: Tail : 3903.1, Head : 6512.5, Avg : 5207.8
Hit-1: Tail : 0.10382, Head : 0.0768, Avg : 0.09031
Hit-3: Tail : 0.15194, Head : 0.12657, Avg : 0.13926
Hit-10: Tail : 0.21523, Head : 0.18688, Avg : 0.20105
2023-04-29 10:03:46,227 - testrun_4365653a - [INFO] - [Epoch 89]: Training Loss: 0.00051658, Valid MRR: 0.12847,
2023-04-29 10:03:47,260 - testrun_4365653a - [INFO] - [E:90| 0]: Train Loss:0.00049855, Val MRR:0.12847, testrun_4365653a
2023-04-29 10:05:27,424 - testrun_4365653a - [INFO] - [E:90| 100]: Train Loss:0.00052188, Val MRR:0.12847, testrun_4365653a
2023-04-29 10:07:08,729 - testrun_4365653a - [INFO] - [E:90| 200]: Train Loss:0.00051674, Val MRR:0.12847, testrun_4365653a
2023-04-29 10:08:49,998 - testrun_4365653a - [INFO] - [E:90| 300]: Train Loss:0.00051743, Val MRR:0.12847, testrun_4365653a
2023-04-29 10:10:29,731 - testrun_4365653a - [INFO] - [E:90| 400]: Train Loss:0.00051591, Val MRR:0.12847, testrun_4365653a
2023-04-29 10:12:16,323 - testrun_4365653a - [INFO] - [E:90| 500]: Train Loss:0.00051576, Val MRR:0.12847, testrun_4365653a
2023-04-29 10:13:57,033 - testrun_4365653a - [INFO] - [E:90| 600]: Train Loss:0.00051556, Val MRR:0.12847, testrun_4365653a
2023-04-29 10:15:36,838 - testrun_4365653a - [INFO] - [E:90| 700]: Train Loss:0.00051498, Val MRR:0.12847, testrun_4365653a
2023-04-29 10:17:18,981 - testrun_4365653a - [INFO] - [E:90| 800]: Train Loss:0.00051397, Val MRR:0.12847, testrun_4365653a
2023-04-29 10:17:24,698 - testrun_4365653a - [INFO] - [Epoch:90]: Training Loss:0.0005137
2023-04-29 10:17:25,068 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 10:17:30,844 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 10:17:36,200 - testrun_4365653a - [INFO] - [Evaluating Epoch 90 valid]:
MRR: Tail : 0.14592, Head : 0.11449, Avg : 0.13021
2023-04-29 10:17:37,926 - testrun_4365653a - [INFO] - [Epoch 90]: Training Loss: 0.00051374, Valid MRR: 0.13021,
2023-04-29 10:17:39,032 - testrun_4365653a - [INFO] - [E:91| 0]: Train Loss:0.00055662, Val MRR:0.13021, testrun_4365653a
2023-04-29 10:19:20,384 - testrun_4365653a - [INFO] - [E:91| 100]: Train Loss:0.00050793, Val MRR:0.13021, testrun_4365653a
2023-04-29 10:21:04,521 - testrun_4365653a - [INFO] - [E:91| 200]: Train Loss:0.0005099, Val MRR:0.13021, testrun_4365653a
2023-04-29 10:22:46,266 - testrun_4365653a - [INFO] - [E:91| 300]: Train Loss:0.00050996, Val MRR:0.13021, testrun_4365653a
2023-04-29 10:24:27,514 - testrun_4365653a - [INFO] - [E:91| 400]: Train Loss:0.0005099, Val MRR:0.13021, testrun_4365653a
2023-04-29 10:26:09,841 - testrun_4365653a - [INFO] - [E:91| 500]: Train Loss:0.00051176, Val MRR:0.13021, testrun_4365653a
2023-04-29 10:27:55,276 - testrun_4365653a - [INFO] - [E:91| 600]: Train Loss:0.00051237, Val MRR:0.13021, testrun_4365653a
2023-04-29 10:29:36,871 - testrun_4365653a - [INFO] - [E:91| 700]: Train Loss:0.00051319, Val MRR:0.13021, testrun_4365653a
2023-04-29 10:31:19,735 - testrun_4365653a - [INFO] - [E:91| 800]: Train Loss:0.00051222, Val MRR:0.13021, testrun_4365653a
2023-04-29 10:31:27,941 - testrun_4365653a - [INFO] - [Epoch:91]: Training Loss:0.000512
2023-04-29 10:31:28,357 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 10:31:38,155 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 10:31:46,847 - testrun_4365653a - [INFO] - [Evaluating Epoch 91 valid]:
MRR: Tail : 0.15291, Head : 0.1242, Avg : 0.13855
2023-04-29 10:31:48,514 - testrun_4365653a - [INFO] - [Epoch 91]: Training Loss: 0.00051204, Valid MRR: 0.13855,
2023-04-29 10:31:49,398 - testrun_4365653a - [INFO] - [E:92| 0]: Train Loss:0.00050583, Val MRR:0.13855, testrun_4365653a
2023-04-29 10:33:30,910 - testrun_4365653a - [INFO] - [E:92| 100]: Train Loss:0.00051468, Val MRR:0.13855, testrun_4365653a
2023-04-29 10:35:03,657 - testrun_4365653a - [INFO] - [E:92| 200]: Train Loss:0.00051452, Val MRR:0.13855, testrun_4365653a
2023-04-29 10:36:45,901 - testrun_4365653a - [INFO] - [E:92| 300]: Train Loss:0.00051177, Val MRR:0.13855, testrun_4365653a
2023-04-29 10:38:27,229 - testrun_4365653a - [INFO] - [E:92| 400]: Train Loss:0.00050985, Val MRR:0.13855, testrun_4365653a
2023-04-29 10:40:08,204 - testrun_4365653a - [INFO] - [E:92| 500]: Train Loss:0.00050928, Val MRR:0.13855, testrun_4365653a
2023-04-29 10:41:48,686 - testrun_4365653a - [INFO] - [E:92| 600]: Train Loss:0.00050979, Val MRR:0.13855, testrun_4365653a
2023-04-29 10:43:35,396 - testrun_4365653a - [INFO] - [E:92| 700]: Train Loss:0.00050979, Val MRR:0.13855, testrun_4365653a
2023-04-29 10:45:17,645 - testrun_4365653a - [INFO] - [E:92| 800]: Train Loss:0.00050992, Val MRR:0.13855, testrun_4365653a
2023-04-29 10:45:25,130 - testrun_4365653a - [INFO] - [Epoch:92]: Training Loss:0.0005097
2023-04-29 10:45:25,598 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 10:45:34,806 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 10:45:43,764 - testrun_4365653a - [INFO] - [Evaluating Epoch 92 valid]:
MRR: Tail : 0.15605, Head : 0.1269, Avg : 0.14147
2023-04-29 10:45:47,552 - testrun_4365653a - [INFO] - [Epoch 92]: Training Loss: 0.00050969, Valid MRR: 0.14147,
2023-04-29 10:45:48,646 - testrun_4365653a - [INFO] - [E:93| 0]: Train Loss:0.00054216, Val MRR:0.14147, testrun_4365653a
2023-04-29 10:47:30,505 - testrun_4365653a - [INFO] - [E:93| 100]: Train Loss:0.00050181, Val MRR:0.14147, testrun_4365653a
2023-04-29 10:49:10,798 - testrun_4365653a - [INFO] - [E:93| 200]: Train Loss:0.00050215, Val MRR:0.14147, testrun_4365653a
2023-04-29 10:50:51,784 - testrun_4365653a - [INFO] - [E:93| 300]: Train Loss:0.00050413, Val MRR:0.14147, testrun_4365653a
2023-04-29 10:52:25,160 - testrun_4365653a - [INFO] - [E:93| 400]: Train Loss:0.00050514, Val MRR:0.14147, testrun_4365653a
2023-04-29 10:54:07,055 - testrun_4365653a - [INFO] - [E:93| 500]: Train Loss:0.00050558, Val MRR:0.14147, testrun_4365653a
2023-04-29 10:55:48,368 - testrun_4365653a - [INFO] - [E:93| 600]: Train Loss:0.00050694, Val MRR:0.14147, testrun_4365653a
2023-04-29 10:57:29,489 - testrun_4365653a - [INFO] - [E:93| 700]: Train Loss:0.00050697, Val MRR:0.14147, testrun_4365653a
2023-04-29 10:59:16,059 - testrun_4365653a - [INFO] - [E:93| 800]: Train Loss:0.00050678, Val MRR:0.14147, testrun_4365653a
2023-04-29 10:59:23,890 - testrun_4365653a - [INFO] - [Epoch:93]: Training Loss:0.000507
2023-04-29 10:59:24,324 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 10:59:33,769 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 10:59:42,825 - testrun_4365653a - [INFO] - [Evaluating Epoch 93 valid]:
MRR: Tail : 0.15968, Head : 0.12911, Avg : 0.1444
2023-04-29 10:59:44,428 - testrun_4365653a - [INFO] - [Epoch 93]: Training Loss: 0.00050703, Valid MRR: 0.1444,
2023-04-29 10:59:45,661 - testrun_4365653a - [INFO] - [E:94| 0]: Train Loss:0.00049333, Val MRR:0.1444, testrun_4365653a
2023-04-29 11:01:25,836 - testrun_4365653a - [INFO] - [E:94| 100]: Train Loss:0.00050581, Val MRR:0.1444, testrun_4365653a
2023-04-29 11:03:06,496 - testrun_4365653a - [INFO] - [E:94| 200]: Train Loss:0.0005036, Val MRR:0.1444, testrun_4365653a
2023-04-29 11:04:47,884 - testrun_4365653a - [INFO] - [E:94| 300]: Train Loss:0.00050567, Val MRR:0.1444, testrun_4365653a
2023-04-29 11:06:29,354 - testrun_4365653a - [INFO] - [E:94| 400]: Train Loss:0.00050547, Val MRR:0.1444, testrun_4365653a
2023-04-29 11:08:09,407 - testrun_4365653a - [INFO] - [E:94| 500]: Train Loss:0.00050465, Val MRR:0.1444, testrun_4365653a
2023-04-29 11:09:43,091 - testrun_4365653a - [INFO] - [E:94| 600]: Train Loss:0.00050527, Val MRR:0.1444, testrun_4365653a
2023-04-29 11:11:24,194 - testrun_4365653a - [INFO] - [E:94| 700]: Train Loss:0.0005053, Val MRR:0.1444, testrun_4365653a
2023-04-29 11:13:05,334 - testrun_4365653a - [INFO] - [E:94| 800]: Train Loss:0.00050457, Val MRR:0.1444, testrun_4365653a
2023-04-29 11:13:12,852 - testrun_4365653a - [INFO] - [Epoch:94]: Training Loss:0.0005046
2023-04-29 11:13:13,269 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 11:13:22,480 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 11:13:31,353 - testrun_4365653a - [INFO] - [Evaluating Epoch 94 valid]:
MRR: Tail : 0.1655, Head : 0.1389, Avg : 0.1522
2023-04-29 11:13:33,008 - testrun_4365653a - [INFO] - [Epoch 94]: Training Loss: 0.00050458, Valid MRR: 0.1522,
2023-04-29 11:13:33,961 - testrun_4365653a - [INFO] - [E:95| 0]: Train Loss:0.0004679, Val MRR:0.1522, testrun_4365653a
2023-04-29 11:15:22,857 - testrun_4365653a - [INFO] - [E:95| 100]: Train Loss:0.00050499, Val MRR:0.1522, testrun_4365653a
2023-04-29 11:17:04,078 - testrun_4365653a - [INFO] - [E:95| 200]: Train Loss:0.00050331, Val MRR:0.1522, testrun_4365653a
2023-04-29 11:18:44,917 - testrun_4365653a - [INFO] - [E:95| 300]: Train Loss:0.00050302, Val MRR:0.1522, testrun_4365653a
2023-04-29 11:20:24,938 - testrun_4365653a - [INFO] - [E:95| 400]: Train Loss:0.00050107, Val MRR:0.1522, testrun_4365653a
2023-04-29 11:22:05,740 - testrun_4365653a - [INFO] - [E:95| 500]: Train Loss:0.00050074, Val MRR:0.1522, testrun_4365653a
2023-04-29 11:23:46,988 - testrun_4365653a - [INFO] - [E:95| 600]: Train Loss:0.00050119, Val MRR:0.1522, testrun_4365653a
2023-04-29 11:25:27,329 - testrun_4365653a - [INFO] - [E:95| 700]: Train Loss:0.00050228, Val MRR:0.1522, testrun_4365653a
2023-04-29 11:27:00,700 - testrun_4365653a - [INFO] - [E:95| 800]: Train Loss:0.00050215, Val MRR:0.1522, testrun_4365653a
2023-04-29 11:27:08,759 - testrun_4365653a - [INFO] - [Epoch:95]: Training Loss:0.0005021
2023-04-29 11:27:09,156 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 11:27:18,719 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 11:27:27,516 - testrun_4365653a - [INFO] - [Evaluating Epoch 95 valid]:
MRR: Tail : 0.17009, Head : 0.1425, Avg : 0.15629
2023-04-29 11:27:29,091 - testrun_4365653a - [INFO] - [Epoch 95]: Training Loss: 0.00050211, Valid MRR: 0.15629,
2023-04-29 11:27:30,321 - testrun_4365653a - [INFO] - [E:96| 0]: Train Loss:0.00047863, Val MRR:0.15629, testrun_4365653a
2023-04-29 11:29:16,008 - testrun_4365653a - [INFO] - [E:96| 100]: Train Loss:0.00049757, Val MRR:0.15629, testrun_4365653a
2023-04-29 11:30:56,230 - testrun_4365653a - [INFO] - [E:96| 200]: Train Loss:0.00049665, Val MRR:0.15629, testrun_4365653a
2023-04-29 11:32:36,156 - testrun_4365653a - [INFO] - [E:96| 300]: Train Loss:0.0004988, Val MRR:0.15629, testrun_4365653a
2023-04-29 11:34:17,648 - testrun_4365653a - [INFO] - [E:96| 400]: Train Loss:0.00049896, Val MRR:0.15629, testrun_4365653a
2023-04-29 11:35:59,447 - testrun_4365653a - [INFO] - [E:96| 500]: Train Loss:0.00049912, Val MRR:0.15629, testrun_4365653a
2023-04-29 11:37:41,451 - testrun_4365653a - [INFO] - [E:96| 600]: Train Loss:0.00050001, Val MRR:0.15629, testrun_4365653a
2023-04-29 11:39:24,846 - testrun_4365653a - [INFO] - [E:96| 700]: Train Loss:0.00049952, Val MRR:0.15629, testrun_4365653a
2023-04-29 11:41:07,122 - testrun_4365653a - [INFO] - [E:96| 800]: Train Loss:0.00050014, Val MRR:0.15629, testrun_4365653a
2023-04-29 11:41:15,383 - testrun_4365653a - [INFO] - [Epoch:96]: Training Loss:0.0005003
2023-04-29 11:41:15,667 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 11:41:24,530 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 11:41:33,409 - testrun_4365653a - [INFO] - [Evaluating Epoch 96 valid]:
MRR: Tail : 0.17025, Head : 0.14988, Avg : 0.16006
2023-04-29 11:41:35,000 - testrun_4365653a - [INFO] - [Epoch 96]: Training Loss: 0.00050029, Valid MRR: 0.16006,
2023-04-29 11:41:36,230 - testrun_4365653a - [INFO] - [E:97| 0]: Train Loss:0.0004608, Val MRR:0.16006, testrun_4365653a
2023-04-29 11:43:07,621 - testrun_4365653a - [INFO] - [E:97| 100]: Train Loss:0.00049435, Val MRR:0.16006, testrun_4365653a
2023-04-29 11:44:53,852 - testrun_4365653a - [INFO] - [E:97| 200]: Train Loss:0.00049429, Val MRR:0.16006, testrun_4365653a
2023-04-29 11:46:34,459 - testrun_4365653a - [INFO] - [E:97| 300]: Train Loss:0.0004972, Val MRR:0.16006, testrun_4365653a
2023-04-29 11:48:15,016 - testrun_4365653a - [INFO] - [E:97| 400]: Train Loss:0.00049677, Val MRR:0.16006, testrun_4365653a
2023-04-29 11:49:55,073 - testrun_4365653a - [INFO] - [E:97| 500]: Train Loss:0.0004966, Val MRR:0.16006, testrun_4365653a
2023-04-29 11:51:35,895 - testrun_4365653a - [INFO] - [E:97| 600]: Train Loss:0.00049719, Val MRR:0.16006, testrun_4365653a
2023-04-29 11:53:16,435 - testrun_4365653a - [INFO] - [E:97| 700]: Train Loss:0.00049711, Val MRR:0.16006, testrun_4365653a
2023-04-29 11:54:58,270 - testrun_4365653a - [INFO] - [E:97| 800]: Train Loss:0.00049815, Val MRR:0.16006, testrun_4365653a
2023-04-29 11:55:06,305 - testrun_4365653a - [INFO] - [Epoch:97]: Training Loss:0.000498
2023-04-29 11:55:06,645 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 11:55:15,915 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 11:55:24,850 - testrun_4365653a - [INFO] - [Evaluating Epoch 97 valid]:
MRR: Tail : 0.17331, Head : 0.15134, Avg : 0.16232
2023-04-29 11:55:26,429 - testrun_4365653a - [INFO] - [Epoch 97]: Training Loss: 0.00049799, Valid MRR: 0.16232,
2023-04-29 11:55:27,664 - testrun_4365653a - [INFO] - [E:98| 0]: Train Loss:0.00050634, Val MRR:0.16232, testrun_4365653a
2023-04-29 11:57:09,837 - testrun_4365653a - [INFO] - [E:98| 100]: Train Loss:0.00049411, Val MRR:0.16232, testrun_4365653a
2023-04-29 11:58:51,647 - testrun_4365653a - [INFO] - [E:98| 200]: Train Loss:0.00049599, Val MRR:0.16232, testrun_4365653a
2023-04-29 12:00:28,894 - testrun_4365653a - [INFO] - [E:98| 300]: Train Loss:0.00049625, Val MRR:0.16232, testrun_4365653a
2023-04-29 12:02:10,723 - testrun_4365653a - [INFO] - [E:98| 400]: Train Loss:0.00049635, Val MRR:0.16232, testrun_4365653a
2023-04-29 12:03:52,478 - testrun_4365653a - [INFO] - [E:98| 500]: Train Loss:0.00049616, Val MRR:0.16232, testrun_4365653a
2023-04-29 12:05:32,567 - testrun_4365653a - [INFO] - [E:98| 600]: Train Loss:0.00049536, Val MRR:0.16232, testrun_4365653a
2023-04-29 12:07:14,826 - testrun_4365653a - [INFO] - [E:98| 700]: Train Loss:0.00049567, Val MRR:0.16232, testrun_4365653a
2023-04-29 12:08:55,622 - testrun_4365653a - [INFO] - [E:98| 800]: Train Loss:0.00049609, Val MRR:0.16232, testrun_4365653a
2023-04-29 12:09:03,824 - testrun_4365653a - [INFO] - [Epoch:98]: Training Loss:0.0004961
2023-04-29 12:09:04,284 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 12:09:13,651 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 12:09:22,678 - testrun_4365653a - [INFO] - [Evaluating Epoch 98 valid]:
MRR: Tail : 0.181, Head : 0.15723, Avg : 0.16911
2023-04-29 12:09:24,234 - testrun_4365653a - [INFO] - [Epoch 98]: Training Loss: 0.00049608, Valid MRR: 0.16911,
2023-04-29 12:09:25,417 - testrun_4365653a - [INFO] - [E:99| 0]: Train Loss:0.0004836, Val MRR:0.16911, testrun_4365653a
2023-04-29 12:11:06,760 - testrun_4365653a - [INFO] - [E:99| 100]: Train Loss:0.00048773, Val MRR:0.16911, testrun_4365653a
2023-04-29 12:12:48,329 - testrun_4365653a - [INFO] - [E:99| 200]: Train Loss:0.00048889, Val MRR:0.16911, testrun_4365653a
2023-04-29 12:14:30,589 - testrun_4365653a - [INFO] - [E:99| 300]: Train Loss:0.00049296, Val MRR:0.16911, testrun_4365653a
2023-04-29 12:16:16,743 - testrun_4365653a - [INFO] - [E:99| 400]: Train Loss:0.00049119, Val MRR:0.16911, testrun_4365653a
2023-04-29 12:17:51,023 - testrun_4365653a - [INFO] - [E:99| 500]: Train Loss:0.00049122, Val MRR:0.16911, testrun_4365653a
2023-04-29 12:19:33,181 - testrun_4365653a - [INFO] - [E:99| 600]: Train Loss:0.00049221, Val MRR:0.16911, testrun_4365653a
2023-04-29 12:21:15,180 - testrun_4365653a - [INFO] - [E:99| 700]: Train Loss:0.00049355, Val MRR:0.16911, testrun_4365653a
2023-04-29 12:22:54,631 - testrun_4365653a - [INFO] - [E:99| 800]: Train Loss:0.00049355, Val MRR:0.16911, testrun_4365653a
2023-04-29 12:23:02,097 - testrun_4365653a - [INFO] - [Epoch:99]: Training Loss:0.0004937
2023-04-29 12:23:02,464 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 12:23:11,751 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 12:23:20,768 - testrun_4365653a - [INFO] - [Evaluating Epoch 99 valid]:
MRR: Tail : 0.18688, Head : 0.15909, Avg : 0.17299
MR: Tail : 4527.8, Head : 6065.3, Avg : 5296.6
Hit-1: Tail : 0.14272, Head : 0.11734, Avg : 0.13003
Hit-3: Tail : 0.20007, Head : 0.1737, Avg : 0.18688
Hit-10: Tail : 0.27027, Head : 0.23698, Avg : 0.25363
2023-04-29 12:23:22,383 - testrun_4365653a - [INFO] - [Epoch 99]: Training Loss: 0.00049365, Valid MRR: 0.17299,
2023-04-29 12:23:23,568 - testrun_4365653a - [INFO] - [E:100| 0]: Train Loss:0.00044879, Val MRR:0.17299, testrun_4365653a
2023-04-29 12:25:04,267 - testrun_4365653a - [INFO] - [E:100| 100]: Train Loss:0.0004879, Val MRR:0.17299, testrun_4365653a
2023-04-29 12:26:47,385 - testrun_4365653a - [INFO] - [E:100| 200]: Train Loss:0.0004903, Val MRR:0.17299, testrun_4365653a
2023-04-29 12:28:28,572 - testrun_4365653a - [INFO] - [E:100| 300]: Train Loss:0.00048912, Val MRR:0.17299, testrun_4365653a
2023-04-29 12:30:10,045 - testrun_4365653a - [INFO] - [E:100| 400]: Train Loss:0.00049081, Val MRR:0.17299, testrun_4365653a
2023-04-29 12:31:57,704 - testrun_4365653a - [INFO] - [E:100| 500]: Train Loss:0.00049125, Val MRR:0.17299, testrun_4365653a
2023-04-29 12:33:38,717 - testrun_4365653a - [INFO] - [E:100| 600]: Train Loss:0.00049096, Val MRR:0.17299, testrun_4365653a
2023-04-29 12:35:10,102 - testrun_4365653a - [INFO] - [E:100| 700]: Train Loss:0.00049109, Val MRR:0.17299, testrun_4365653a
2023-04-29 12:36:50,820 - testrun_4365653a - [INFO] - [E:100| 800]: Train Loss:0.0004913, Val MRR:0.17299, testrun_4365653a
2023-04-29 12:36:58,569 - testrun_4365653a - [INFO] - [Epoch:100]: Training Loss:0.0004913
2023-04-29 12:36:59,033 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 12:37:08,307 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 12:37:17,215 - testrun_4365653a - [INFO] - [Evaluating Epoch 100 valid]:
MRR: Tail : 0.18905, Head : 0.16529, Avg : 0.17717
2023-04-29 12:37:18,907 - testrun_4365653a - [INFO] - [Epoch 100]: Training Loss: 0.00049125, Valid MRR: 0.17717,
2023-04-29 12:37:20,094 - testrun_4365653a - [INFO] - [E:101| 0]: Train Loss:0.00049068, Val MRR:0.17717, testrun_4365653a
2023-04-29 12:39:01,600 - testrun_4365653a - [INFO] - [E:101| 100]: Train Loss:0.00048889, Val MRR:0.17717, testrun_4365653a
2023-04-29 12:40:42,453 - testrun_4365653a - [INFO] - [E:101| 200]: Train Loss:0.0004873, Val MRR:0.17717, testrun_4365653a
2023-04-29 12:42:25,130 - testrun_4365653a - [INFO] - [E:101| 300]: Train Loss:0.00048723, Val MRR:0.17717, testrun_4365653a
2023-04-29 12:44:03,975 - testrun_4365653a - [INFO] - [E:101| 400]: Train Loss:0.00048749, Val MRR:0.17717, testrun_4365653a
2023-04-29 12:45:50,014 - testrun_4365653a - [INFO] - [E:101| 500]: Train Loss:0.00048932, Val MRR:0.17717, testrun_4365653a
2023-04-29 12:47:31,228 - testrun_4365653a - [INFO] - [E:101| 600]: Train Loss:0.00049049, Val MRR:0.17717, testrun_4365653a
2023-04-29 12:49:12,176 - testrun_4365653a - [INFO] - [E:101| 700]: Train Loss:0.00049063, Val MRR:0.17717, testrun_4365653a
2023-04-29 12:50:53,601 - testrun_4365653a - [INFO] - [E:101| 800]: Train Loss:0.00048931, Val MRR:0.17717, testrun_4365653a
2023-04-29 12:51:01,920 - testrun_4365653a - [INFO] - [Epoch:101]: Training Loss:0.0004894
2023-04-29 12:51:02,192 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 12:51:12,464 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 12:51:18,013 - testrun_4365653a - [INFO] - [Evaluating Epoch 101 valid]:
MRR: Tail : 0.18949, Head : 0.16503, Avg : 0.17726
2023-04-29 12:51:22,012 - testrun_4365653a - [INFO] - [Epoch 101]: Training Loss: 0.00048944, Valid MRR: 0.17726,
2023-04-29 12:51:22,688 - testrun_4365653a - [INFO] - [E:102| 0]: Train Loss:0.00047892, Val MRR:0.17726, testrun_4365653a
2023-04-29 12:52:59,373 - testrun_4365653a - [INFO] - [E:102| 100]: Train Loss:0.00048359, Val MRR:0.17726, testrun_4365653a
2023-04-29 12:54:39,990 - testrun_4365653a - [INFO] - [E:102| 200]: Train Loss:0.00048715, Val MRR:0.17726, testrun_4365653a
2023-04-29 12:56:20,959 - testrun_4365653a - [INFO] - [E:102| 300]: Train Loss:0.00048899, Val MRR:0.17726, testrun_4365653a
2023-04-29 12:58:01,767 - testrun_4365653a - [INFO] - [E:102| 400]: Train Loss:0.0004886, Val MRR:0.17726, testrun_4365653a
2023-04-29 12:59:44,514 - testrun_4365653a - [INFO] - [E:102| 500]: Train Loss:0.0004872, Val MRR:0.17726, testrun_4365653a
2023-04-29 13:01:31,090 - testrun_4365653a - [INFO] - [E:102| 600]: Train Loss:0.00048785, Val MRR:0.17726, testrun_4365653a
2023-04-29 13:03:13,509 - testrun_4365653a - [INFO] - [E:102| 700]: Train Loss:0.00048747, Val MRR:0.17726, testrun_4365653a
2023-04-29 13:04:56,086 - testrun_4365653a - [INFO] - [E:102| 800]: Train Loss:0.00048761, Val MRR:0.17726, testrun_4365653a
2023-04-29 13:05:03,440 - testrun_4365653a - [INFO] - [Epoch:102]: Training Loss:0.0004875
2023-04-29 13:05:03,775 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 13:05:12,816 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 13:05:21,691 - testrun_4365653a - [INFO] - [Evaluating Epoch 102 valid]:
MRR: Tail : 0.1958, Head : 0.17197, Avg : 0.18388
2023-04-29 13:05:23,373 - testrun_4365653a - [INFO] - [Epoch 102]: Training Loss: 0.00048745, Valid MRR: 0.18388,
2023-04-29 13:05:24,614 - testrun_4365653a - [INFO] - [E:103| 0]: Train Loss:0.00045313, Val MRR:0.18388, testrun_4365653a
2023-04-29 13:07:05,208 - testrun_4365653a - [INFO] - [E:103| 100]: Train Loss:0.00048177, Val MRR:0.18388, testrun_4365653a
2023-04-29 13:08:36,461 - testrun_4365653a - [INFO] - [E:103| 200]: Train Loss:0.00048303, Val MRR:0.18388, testrun_4365653a
2023-04-29 13:10:17,300 - testrun_4365653a - [INFO] - [E:103| 300]: Train Loss:0.00048393, Val MRR:0.18388, testrun_4365653a
2023-04-29 13:11:59,267 - testrun_4365653a - [INFO] - [E:103| 400]: Train Loss:0.00048486, Val MRR:0.18388, testrun_4365653a
2023-04-29 13:13:39,836 - testrun_4365653a - [INFO] - [E:103| 500]: Train Loss:0.0004853, Val MRR:0.18388, testrun_4365653a
2023-04-29 13:15:23,119 - testrun_4365653a - [INFO] - [E:103| 600]: Train Loss:0.00048564, Val MRR:0.18388, testrun_4365653a
2023-04-29 13:17:09,736 - testrun_4365653a - [INFO] - [E:103| 700]: Train Loss:0.00048557, Val MRR:0.18388, testrun_4365653a
2023-04-29 13:18:51,692 - testrun_4365653a - [INFO] - [E:103| 800]: Train Loss:0.00048553, Val MRR:0.18388, testrun_4365653a
2023-04-29 13:18:59,151 - testrun_4365653a - [INFO] - [Epoch:103]: Training Loss:0.0004854
2023-04-29 13:18:59,619 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 13:19:08,681 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 13:19:18,573 - testrun_4365653a - [INFO] - [Evaluating Epoch 103 valid]:
MRR: Tail : 0.20046, Head : 0.17729, Avg : 0.18887
2023-04-29 13:19:20,219 - testrun_4365653a - [INFO] - [Epoch 103]: Training Loss: 0.00048542, Valid MRR: 0.18887,
2023-04-29 13:19:21,116 - testrun_4365653a - [INFO] - [E:104| 0]: Train Loss:0.00049661, Val MRR:0.18887, testrun_4365653a
2023-04-29 13:21:00,307 - testrun_4365653a - [INFO] - [E:104| 100]: Train Loss:0.00048418, Val MRR:0.18887, testrun_4365653a
2023-04-29 13:22:42,006 - testrun_4365653a - [INFO] - [E:104| 200]: Train Loss:0.00048312, Val MRR:0.18887, testrun_4365653a
2023-04-29 13:24:24,574 - testrun_4365653a - [INFO] - [E:104| 300]: Train Loss:0.00048314, Val MRR:0.18887, testrun_4365653a
2023-04-29 13:25:59,030 - testrun_4365653a - [INFO] - [E:104| 400]: Train Loss:0.00048334, Val MRR:0.18887, testrun_4365653a
2023-04-29 13:27:40,532 - testrun_4365653a - [INFO] - [E:104| 500]: Train Loss:0.00048372, Val MRR:0.18887, testrun_4365653a
2023-04-29 13:29:21,875 - testrun_4365653a - [INFO] - [E:104| 600]: Train Loss:0.00048314, Val MRR:0.18887, testrun_4365653a
2023-04-29 13:31:02,625 - testrun_4365653a - [INFO] - [E:104| 700]: Train Loss:0.00048331, Val MRR:0.18887, testrun_4365653a
2023-04-29 13:32:47,680 - testrun_4365653a - [INFO] - [E:104| 800]: Train Loss:0.00048297, Val MRR:0.18887, testrun_4365653a
2023-04-29 13:32:55,562 - testrun_4365653a - [INFO] - [Epoch:104]: Training Loss:0.000483
2023-04-29 13:32:55,834 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 13:33:05,329 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 13:33:13,988 - testrun_4365653a - [INFO] - [Evaluating Epoch 104 valid]:
MRR: Tail : 0.20681, Head : 0.18448, Avg : 0.19564
2023-04-29 13:33:15,597 - testrun_4365653a - [INFO] - [Epoch 104]: Training Loss: 0.00048303, Valid MRR: 0.19564,
2023-04-29 13:33:16,788 - testrun_4365653a - [INFO] - [E:105| 0]: Train Loss:0.00046758, Val MRR:0.19564, testrun_4365653a
2023-04-29 13:34:59,028 - testrun_4365653a - [INFO] - [E:105| 100]: Train Loss:0.00048253, Val MRR:0.19564, testrun_4365653a
2023-04-29 13:36:39,526 - testrun_4365653a - [INFO] - [E:105| 200]: Train Loss:0.00047911, Val MRR:0.19564, testrun_4365653a
2023-04-29 13:38:20,153 - testrun_4365653a - [INFO] - [E:105| 300]: Train Loss:0.00047887, Val MRR:0.19564, testrun_4365653a
2023-04-29 13:40:01,680 - testrun_4365653a - [INFO] - [E:105| 400]: Train Loss:0.00048066, Val MRR:0.19564, testrun_4365653a
2023-04-29 13:41:41,912 - testrun_4365653a - [INFO] - [E:105| 500]: Train Loss:0.00048052, Val MRR:0.19564, testrun_4365653a
2023-04-29 13:43:13,808 - testrun_4365653a - [INFO] - [E:105| 600]: Train Loss:0.00048071, Val MRR:0.19564, testrun_4365653a
2023-04-29 13:44:55,391 - testrun_4365653a - [INFO] - [E:105| 700]: Train Loss:0.00048129, Val MRR:0.19564, testrun_4365653a
2023-04-29 13:46:36,527 - testrun_4365653a - [INFO] - [E:105| 800]: Train Loss:0.0004811, Val MRR:0.19564, testrun_4365653a
2023-04-29 13:46:44,415 - testrun_4365653a - [INFO] - [Epoch:105]: Training Loss:0.0004811
2023-04-29 13:46:44,865 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 13:46:53,898 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 13:47:02,835 - testrun_4365653a - [INFO] - [Evaluating Epoch 105 valid]:
MRR: Tail : 0.20937, Head : 0.18637, Avg : 0.19787
2023-04-29 13:47:04,499 - testrun_4365653a - [INFO] - [Epoch 105]: Training Loss: 0.00048107, Valid MRR: 0.19787,
2023-04-29 13:47:05,672 - testrun_4365653a - [INFO] - [E:106| 0]: Train Loss:0.00048176, Val MRR:0.19787, testrun_4365653a
2023-04-29 13:48:52,374 - testrun_4365653a - [INFO] - [E:106| 100]: Train Loss:0.00048118, Val MRR:0.19787, testrun_4365653a
2023-04-29 13:50:34,445 - testrun_4365653a - [INFO] - [E:106| 200]: Train Loss:0.00047955, Val MRR:0.19787, testrun_4365653a
2023-04-29 13:52:18,779 - testrun_4365653a - [INFO] - [E:106| 300]: Train Loss:0.00048007, Val MRR:0.19787, testrun_4365653a
2023-04-29 13:54:00,455 - testrun_4365653a - [INFO] - [E:106| 400]: Train Loss:0.0004796, Val MRR:0.19787, testrun_4365653a
2023-04-29 13:55:42,085 - testrun_4365653a - [INFO] - [E:106| 500]: Train Loss:0.00048008, Val MRR:0.19787, testrun_4365653a
2023-04-29 13:57:23,246 - testrun_4365653a - [INFO] - [E:106| 600]: Train Loss:0.0004791, Val MRR:0.19787, testrun_4365653a
2023-04-29 13:59:03,234 - testrun_4365653a - [INFO] - [E:106| 700]: Train Loss:0.00047891, Val MRR:0.19787, testrun_4365653a
2023-04-29 14:00:39,749 - testrun_4365653a - [INFO] - [E:106| 800]: Train Loss:0.00047887, Val MRR:0.19787, testrun_4365653a
2023-04-29 14:00:47,689 - testrun_4365653a - [INFO] - [Epoch:106]: Training Loss:0.000479
2023-04-29 14:00:48,218 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 14:00:57,171 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 14:01:06,252 - testrun_4365653a - [INFO] - [Evaluating Epoch 106 valid]:
MRR: Tail : 0.21806, Head : 0.19307, Avg : 0.20557
2023-04-29 14:01:07,916 - testrun_4365653a - [INFO] - [Epoch 106]: Training Loss: 0.00047904, Valid MRR: 0.20557,
2023-04-29 14:01:08,892 - testrun_4365653a - [INFO] - [E:107| 0]: Train Loss:0.00044481, Val MRR:0.20557, testrun_4365653a
2023-04-29 14:02:54,791 - testrun_4365653a - [INFO] - [E:107| 100]: Train Loss:0.00047205, Val MRR:0.20557, testrun_4365653a
2023-04-29 14:04:38,395 - testrun_4365653a - [INFO] - [E:107| 200]: Train Loss:0.00047565, Val MRR:0.20557, testrun_4365653a
2023-04-29 14:06:19,694 - testrun_4365653a - [INFO] - [E:107| 300]: Train Loss:0.00047696, Val MRR:0.20557, testrun_4365653a
2023-04-29 14:08:00,768 - testrun_4365653a - [INFO] - [E:107| 400]: Train Loss:0.00047826, Val MRR:0.20557, testrun_4365653a
2023-04-29 14:09:42,654 - testrun_4365653a - [INFO] - [E:107| 500]: Train Loss:0.00047774, Val MRR:0.20557, testrun_4365653a
2023-04-29 14:11:24,241 - testrun_4365653a - [INFO] - [E:107| 600]: Train Loss:0.00047773, Val MRR:0.20557, testrun_4365653a
2023-04-29 14:13:07,828 - testrun_4365653a - [INFO] - [E:107| 700]: Train Loss:0.0004777, Val MRR:0.20557, testrun_4365653a
2023-04-29 14:14:49,917 - testrun_4365653a - [INFO] - [E:107| 800]: Train Loss:0.00047718, Val MRR:0.20557, testrun_4365653a
2023-04-29 14:14:58,092 - testrun_4365653a - [INFO] - [Epoch:107]: Training Loss:0.0004773
2023-04-29 14:14:58,384 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 14:15:07,653 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 14:15:16,456 - testrun_4365653a - [INFO] - [Evaluating Epoch 107 valid]:
MRR: Tail : 0.21818, Head : 0.19668, Avg : 0.20743
2023-04-29 14:15:18,091 - testrun_4365653a - [INFO] - [Epoch 107]: Training Loss: 0.00047726, Valid MRR: 0.20743,
2023-04-29 14:15:19,278 - testrun_4365653a - [INFO] - [E:108| 0]: Train Loss:0.00047121, Val MRR:0.20743, testrun_4365653a
2023-04-29 14:16:56,291 - testrun_4365653a - [INFO] - [E:108| 100]: Train Loss:0.00047027, Val MRR:0.20743, testrun_4365653a
2023-04-29 14:18:39,987 - testrun_4365653a - [INFO] - [E:108| 200]: Train Loss:0.00047137, Val MRR:0.20743, testrun_4365653a
2023-04-29 14:20:21,999 - testrun_4365653a - [INFO] - [E:108| 300]: Train Loss:0.00047209, Val MRR:0.20743, testrun_4365653a
2023-04-29 14:22:01,311 - testrun_4365653a - [INFO] - [E:108| 400]: Train Loss:0.00047365, Val MRR:0.20743, testrun_4365653a
2023-04-29 14:23:42,463 - testrun_4365653a - [INFO] - [E:108| 500]: Train Loss:0.00047508, Val MRR:0.20743, testrun_4365653a
2023-04-29 14:25:23,406 - testrun_4365653a - [INFO] - [E:108| 600]: Train Loss:0.00047536, Val MRR:0.20743, testrun_4365653a
2023-04-29 14:27:03,379 - testrun_4365653a - [INFO] - [E:108| 700]: Train Loss:0.00047526, Val MRR:0.20743, testrun_4365653a
2023-04-29 14:28:45,088 - testrun_4365653a - [INFO] - [E:108| 800]: Train Loss:0.00047535, Val MRR:0.20743, testrun_4365653a
2023-04-29 14:28:53,126 - testrun_4365653a - [INFO] - [Epoch:108]: Training Loss:0.0004753
2023-04-29 14:28:53,653 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 14:29:02,787 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 14:29:11,563 - testrun_4365653a - [INFO] - [Evaluating Epoch 108 valid]:
MRR: Tail : 0.22562, Head : 0.19805, Avg : 0.21183
2023-04-29 14:29:13,181 - testrun_4365653a - [INFO] - [Epoch 108]: Training Loss: 0.00047528, Valid MRR: 0.21183,
2023-04-29 14:29:14,365 - testrun_4365653a - [INFO] - [E:109| 0]: Train Loss:0.00045332, Val MRR:0.21183, testrun_4365653a
2023-04-29 14:30:55,940 - testrun_4365653a - [INFO] - [E:109| 100]: Train Loss:0.00047363, Val MRR:0.21183, testrun_4365653a
2023-04-29 14:32:37,949 - testrun_4365653a - [INFO] - [E:109| 200]: Train Loss:0.00047202, Val MRR:0.21183, testrun_4365653a
2023-04-29 14:34:19,834 - testrun_4365653a - [INFO] - [E:109| 300]: Train Loss:0.00047177, Val MRR:0.21183, testrun_4365653a
2023-04-29 14:36:00,195 - testrun_4365653a - [INFO] - [E:109| 400]: Train Loss:0.00047287, Val MRR:0.21183, testrun_4365653a
2023-04-29 14:37:41,505 - testrun_4365653a - [INFO] - [E:109| 500]: Train Loss:0.0004725, Val MRR:0.21183, testrun_4365653a
2023-04-29 14:39:23,838 - testrun_4365653a - [INFO] - [E:109| 600]: Train Loss:0.00047293, Val MRR:0.21183, testrun_4365653a
2023-04-29 14:41:04,560 - testrun_4365653a - [INFO] - [E:109| 700]: Train Loss:0.00047301, Val MRR:0.21183, testrun_4365653a
2023-04-29 14:42:45,041 - testrun_4365653a - [INFO] - [E:109| 800]: Train Loss:0.00047329, Val MRR:0.21183, testrun_4365653a
2023-04-29 14:42:52,809 - testrun_4365653a - [INFO] - [Epoch:109]: Training Loss:0.0004733
2023-04-29 14:42:53,227 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 14:43:02,467 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 14:43:11,411 - testrun_4365653a - [INFO] - [Evaluating Epoch 109 valid]:
MRR: Tail : 0.22585, Head : 0.20335, Avg : 0.2146
MR: Tail : 4918.1, Head : 5753.0, Avg : 5335.6
Hit-1: Tail : 0.17897, Head : 0.1615, Avg : 0.17024
Hit-3: Tail : 0.24258, Head : 0.21951, Avg : 0.23105
Hit-10: Tail : 0.31641, Head : 0.28115, Avg : 0.29878
2023-04-29 14:43:13,112 - testrun_4365653a - [INFO] - [Epoch 109]: Training Loss: 0.00047329, Valid MRR: 0.2146,
2023-04-29 14:43:13,922 - testrun_4365653a - [INFO] - [E:110| 0]: Train Loss:0.0004431, Val MRR:0.2146, testrun_4365653a
2023-04-29 14:44:55,577 - testrun_4365653a - [INFO] - [E:110| 100]: Train Loss:0.00047125, Val MRR:0.2146, testrun_4365653a
2023-04-29 14:46:35,798 - testrun_4365653a - [INFO] - [E:110| 200]: Train Loss:0.00047285, Val MRR:0.2146, testrun_4365653a
2023-04-29 14:48:17,145 - testrun_4365653a - [INFO] - [E:110| 300]: Train Loss:0.00047222, Val MRR:0.2146, testrun_4365653a
2023-04-29 14:50:04,645 - testrun_4365653a - [INFO] - [E:110| 400]: Train Loss:0.00047102, Val MRR:0.2146, testrun_4365653a
2023-04-29 14:51:34,798 - testrun_4365653a - [INFO] - [E:110| 500]: Train Loss:0.00047121, Val MRR:0.2146, testrun_4365653a
2023-04-29 14:53:15,780 - testrun_4365653a - [INFO] - [E:110| 600]: Train Loss:0.00047112, Val MRR:0.2146, testrun_4365653a
2023-04-29 14:54:57,801 - testrun_4365653a - [INFO] - [E:110| 700]: Train Loss:0.00047094, Val MRR:0.2146, testrun_4365653a
2023-04-29 14:56:39,814 - testrun_4365653a - [INFO] - [E:110| 800]: Train Loss:0.00047131, Val MRR:0.2146, testrun_4365653a
2023-04-29 14:56:47,423 - testrun_4365653a - [INFO] - [Epoch:110]: Training Loss:0.0004713
2023-04-29 14:56:47,839 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 14:56:57,025 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 14:57:06,075 - testrun_4365653a - [INFO] - [Evaluating Epoch 110 valid]:
MRR: Tail : 0.23269, Head : 0.208, Avg : 0.22034
2023-04-29 14:57:07,758 - testrun_4365653a - [INFO] - [Epoch 110]: Training Loss: 0.00047128, Valid MRR: 0.22034,
2023-04-29 14:57:08,665 - testrun_4365653a - [INFO] - [E:111| 0]: Train Loss:0.00042262, Val MRR:0.22034, testrun_4365653a
2023-04-29 14:58:49,865 - testrun_4365653a - [INFO] - [E:111| 100]: Train Loss:0.00046891, Val MRR:0.22034, testrun_4365653a
2023-04-29 15:00:30,579 - testrun_4365653a - [INFO] - [E:111| 200]: Train Loss:0.00046892, Val MRR:0.22034, testrun_4365653a
2023-04-29 15:02:10,454 - testrun_4365653a - [INFO] - [E:111| 300]: Train Loss:0.00046988, Val MRR:0.22034, testrun_4365653a
2023-04-29 15:03:52,617 - testrun_4365653a - [INFO] - [E:111| 400]: Train Loss:0.00047032, Val MRR:0.22034, testrun_4365653a
2023-04-29 15:05:40,219 - testrun_4365653a - [INFO] - [E:111| 500]: Train Loss:0.00047006, Val MRR:0.22034, testrun_4365653a
2023-04-29 15:07:20,690 - testrun_4365653a - [INFO] - [E:111| 600]: Train Loss:0.00046994, Val MRR:0.22034, testrun_4365653a
2023-04-29 15:08:56,975 - testrun_4365653a - [INFO] - [E:111| 700]: Train Loss:0.00046982, Val MRR:0.22034, testrun_4365653a
2023-04-29 15:10:37,742 - testrun_4365653a - [INFO] - [E:111| 800]: Train Loss:0.00046928, Val MRR:0.22034, testrun_4365653a
2023-04-29 15:10:45,087 - testrun_4365653a - [INFO] - [Epoch:111]: Training Loss:0.0004692
2023-04-29 15:10:45,440 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 15:10:54,811 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 15:11:03,705 - testrun_4365653a - [INFO] - [Evaluating Epoch 111 valid]:
MRR: Tail : 0.23744, Head : 0.20954, Avg : 0.22349
2023-04-29 15:11:05,312 - testrun_4365653a - [INFO] - [Epoch 111]: Training Loss: 0.00046925, Valid MRR: 0.22349,
2023-04-29 15:11:06,495 - testrun_4365653a - [INFO] - [E:112| 0]: Train Loss:0.00045749, Val MRR:0.22349, testrun_4365653a
2023-04-29 15:12:47,559 - testrun_4365653a - [INFO] - [E:112| 100]: Train Loss:0.00046027, Val MRR:0.22349, testrun_4365653a
2023-04-29 15:14:27,369 - testrun_4365653a - [INFO] - [E:112| 200]: Train Loss:0.00046247, Val MRR:0.22349, testrun_4365653a
2023-04-29 15:16:08,010 - testrun_4365653a - [INFO] - [E:112| 300]: Train Loss:0.00046444, Val MRR:0.22349, testrun_4365653a
2023-04-29 15:17:47,816 - testrun_4365653a - [INFO] - [E:112| 400]: Train Loss:0.00046667, Val MRR:0.22349, testrun_4365653a
2023-04-29 15:19:34,456 - testrun_4365653a - [INFO] - [E:112| 500]: Train Loss:0.00046715, Val MRR:0.22349, testrun_4365653a
2023-04-29 15:21:14,785 - testrun_4365653a - [INFO] - [E:112| 600]: Train Loss:0.00046807, Val MRR:0.22349, testrun_4365653a
2023-04-29 15:22:55,449 - testrun_4365653a - [INFO] - [E:112| 700]: Train Loss:0.0004683, Val MRR:0.22349, testrun_4365653a
2023-04-29 15:24:38,931 - testrun_4365653a - [INFO] - [E:112| 800]: Train Loss:0.00046806, Val MRR:0.22349, testrun_4365653a
2023-04-29 15:24:46,575 - testrun_4365653a - [INFO] - [Epoch:112]: Training Loss:0.000468
2023-04-29 15:24:46,997 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 15:24:56,377 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 15:25:05,274 - testrun_4365653a - [INFO] - [Evaluating Epoch 112 valid]:
MRR: Tail : 0.24185, Head : 0.21313, Avg : 0.22749
2023-04-29 15:25:06,919 - testrun_4365653a - [INFO] - [Epoch 112]: Training Loss: 0.00046801, Valid MRR: 0.22749,
2023-04-29 15:25:07,944 - testrun_4365653a - [INFO] - [E:113| 0]: Train Loss:0.0006251, Val MRR:0.22749, testrun_4365653a
2023-04-29 15:26:40,829 - testrun_4365653a - [INFO] - [E:113| 100]: Train Loss:0.00047146, Val MRR:0.22749, testrun_4365653a
2023-04-29 15:28:23,563 - testrun_4365653a - [INFO] - [E:113| 200]: Train Loss:0.00046804, Val MRR:0.22749, testrun_4365653a
2023-04-29 15:30:04,527 - testrun_4365653a - [INFO] - [E:113| 300]: Train Loss:0.00046807, Val MRR:0.22749, testrun_4365653a
2023-04-29 15:31:47,710 - testrun_4365653a - [INFO] - [E:113| 400]: Train Loss:0.00046732, Val MRR:0.22749, testrun_4365653a
2023-04-29 15:33:29,147 - testrun_4365653a - [INFO] - [E:113| 500]: Train Loss:0.00046671, Val MRR:0.22749, testrun_4365653a
2023-04-29 15:35:15,348 - testrun_4365653a - [INFO] - [E:113| 600]: Train Loss:0.00046639, Val MRR:0.22749, testrun_4365653a
2023-04-29 15:36:55,696 - testrun_4365653a - [INFO] - [E:113| 700]: Train Loss:0.0004661, Val MRR:0.22749, testrun_4365653a
2023-04-29 15:38:36,829 - testrun_4365653a - [INFO] - [E:113| 800]: Train Loss:0.00046631, Val MRR:0.22749, testrun_4365653a
2023-04-29 15:38:44,539 - testrun_4365653a - [INFO] - [Epoch:113]: Training Loss:0.0004662
2023-04-29 15:38:44,826 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 15:38:53,955 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 15:39:03,289 - testrun_4365653a - [INFO] - [Evaluating Epoch 113 valid]:
MRR: Tail : 0.24519, Head : 0.21688, Avg : 0.23103
2023-04-29 15:39:04,898 - testrun_4365653a - [INFO] - [Epoch 113]: Training Loss: 0.00046615, Valid MRR: 0.23103,
2023-04-29 15:39:05,865 - testrun_4365653a - [INFO] - [E:114| 0]: Train Loss:0.0004413, Val MRR:0.23103, testrun_4365653a
2023-04-29 15:40:50,453 - testrun_4365653a - [INFO] - [E:114| 100]: Train Loss:0.0004612, Val MRR:0.23103, testrun_4365653a
2023-04-29 15:42:29,435 - testrun_4365653a - [INFO] - [E:114| 200]: Train Loss:0.00046218, Val MRR:0.23103, testrun_4365653a
2023-04-29 15:44:05,190 - testrun_4365653a - [INFO] - [E:114| 300]: Train Loss:0.00046155, Val MRR:0.23103, testrun_4365653a
2023-04-29 15:45:45,695 - testrun_4365653a - [INFO] - [E:114| 400]: Train Loss:0.00046269, Val MRR:0.23103, testrun_4365653a
2023-04-29 15:47:27,324 - testrun_4365653a - [INFO] - [E:114| 500]: Train Loss:0.00046447, Val MRR:0.23103, testrun_4365653a
2023-04-29 15:49:09,379 - testrun_4365653a - [INFO] - [E:114| 600]: Train Loss:0.00046536, Val MRR:0.23103, testrun_4365653a
2023-04-29 15:50:55,489 - testrun_4365653a - [INFO] - [E:114| 700]: Train Loss:0.0004648, Val MRR:0.23103, testrun_4365653a
2023-04-29 15:52:38,464 - testrun_4365653a - [INFO] - [E:114| 800]: Train Loss:0.0004646, Val MRR:0.23103, testrun_4365653a
2023-04-29 15:52:46,165 - testrun_4365653a - [INFO] - [Epoch:114]: Training Loss:0.0004646
2023-04-29 15:52:46,492 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 15:52:55,800 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 15:53:04,554 - testrun_4365653a - [INFO] - [Evaluating Epoch 114 valid]:
MRR: Tail : 0.24839, Head : 0.2197, Avg : 0.23404
2023-04-29 15:53:06,231 - testrun_4365653a - [INFO] - [Epoch 114]: Training Loss: 0.00046465, Valid MRR: 0.23404,
2023-04-29 15:53:07,278 - testrun_4365653a - [INFO] - [E:115| 0]: Train Loss:0.00046569, Val MRR:0.23404, testrun_4365653a
2023-04-29 15:54:48,192 - testrun_4365653a - [INFO] - [E:115| 100]: Train Loss:0.00046033, Val MRR:0.23404, testrun_4365653a
2023-04-29 15:56:28,649 - testrun_4365653a - [INFO] - [E:115| 200]: Train Loss:0.00046126, Val MRR:0.23404, testrun_4365653a
2023-04-29 15:58:09,300 - testrun_4365653a - [INFO] - [E:115| 300]: Train Loss:0.00046151, Val MRR:0.23404, testrun_4365653a
2023-04-29 15:59:44,844 - testrun_4365653a - [INFO] - [E:115| 400]: Train Loss:0.00046181, Val MRR:0.23404, testrun_4365653a
2023-04-29 16:01:23,231 - testrun_4365653a - [INFO] - [E:115| 500]: Train Loss:0.00046212, Val MRR:0.23404, testrun_4365653a
2023-04-29 16:03:05,859 - testrun_4365653a - [INFO] - [E:115| 600]: Train Loss:0.00046259, Val MRR:0.23404, testrun_4365653a
2023-04-29 16:04:47,195 - testrun_4365653a - [INFO] - [E:115| 700]: Train Loss:0.00046261, Val MRR:0.23404, testrun_4365653a
2023-04-29 16:06:32,217 - testrun_4365653a - [INFO] - [E:115| 800]: Train Loss:0.00046274, Val MRR:0.23404, testrun_4365653a
2023-04-29 16:06:39,894 - testrun_4365653a - [INFO] - [Epoch:115]: Training Loss:0.0004626
2023-04-29 16:06:40,381 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 16:06:49,651 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 16:06:58,362 - testrun_4365653a - [INFO] - [Evaluating Epoch 115 valid]:
MRR: Tail : 0.255, Head : 0.22324, Avg : 0.23912
2023-04-29 16:07:00,040 - testrun_4365653a - [INFO] - [Epoch 115]: Training Loss: 0.0004626, Valid MRR: 0.23912,
2023-04-29 16:07:01,290 - testrun_4365653a - [INFO] - [E:116| 0]: Train Loss:0.00044341, Val MRR:0.23912, testrun_4365653a
2023-04-29 16:08:41,666 - testrun_4365653a - [INFO] - [E:116| 100]: Train Loss:0.00045891, Val MRR:0.23912, testrun_4365653a
2023-04-29 16:10:21,945 - testrun_4365653a - [INFO] - [E:116| 200]: Train Loss:0.00045848, Val MRR:0.23912, testrun_4365653a
2023-04-29 16:12:02,913 - testrun_4365653a - [INFO] - [E:116| 300]: Train Loss:0.00045881, Val MRR:0.23912, testrun_4365653a
2023-04-29 16:13:44,084 - testrun_4365653a - [INFO] - [E:116| 400]: Train Loss:0.00045802, Val MRR:0.23912, testrun_4365653a
2023-04-29 16:15:25,377 - testrun_4365653a - [INFO] - [E:116| 500]: Train Loss:0.00045863, Val MRR:0.23912, testrun_4365653a
2023-04-29 16:16:57,962 - testrun_4365653a - [INFO] - [E:116| 600]: Train Loss:0.00045973, Val MRR:0.23912, testrun_4365653a
2023-04-29 16:18:38,345 - testrun_4365653a - [INFO] - [E:116| 700]: Train Loss:0.0004601, Val MRR:0.23912, testrun_4365653a
2023-04-29 16:20:19,783 - testrun_4365653a - [INFO] - [E:116| 800]: Train Loss:0.00046088, Val MRR:0.23912, testrun_4365653a
2023-04-29 16:20:27,466 - testrun_4365653a - [INFO] - [Epoch:116]: Training Loss:0.0004609
2023-04-29 16:20:27,879 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 16:20:36,947 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 16:20:45,706 - testrun_4365653a - [INFO] - [Evaluating Epoch 116 valid]:
MRR: Tail : 0.25358, Head : 0.22549, Avg : 0.23953
2023-04-29 16:20:47,365 - testrun_4365653a - [INFO] - [Epoch 116]: Training Loss: 0.00046086, Valid MRR: 0.23953,
2023-04-29 16:20:48,407 - testrun_4365653a - [INFO] - [E:117| 0]: Train Loss:0.00047318, Val MRR:0.23953, testrun_4365653a
2023-04-29 16:22:34,768 - testrun_4365653a - [INFO] - [E:117| 100]: Train Loss:0.00045445, Val MRR:0.23953, testrun_4365653a
2023-04-29 16:24:16,846 - testrun_4365653a - [INFO] - [E:117| 200]: Train Loss:0.00045629, Val MRR:0.23953, testrun_4365653a
2023-04-29 16:25:57,345 - testrun_4365653a - [INFO] - [E:117| 300]: Train Loss:0.00045842, Val MRR:0.23953, testrun_4365653a
2023-04-29 16:27:41,024 - testrun_4365653a - [INFO] - [E:117| 400]: Train Loss:0.00045853, Val MRR:0.23953, testrun_4365653a
2023-04-29 16:29:21,313 - testrun_4365653a - [INFO] - [E:117| 500]: Train Loss:0.00045895, Val MRR:0.23953, testrun_4365653a
2023-04-29 16:31:03,379 - testrun_4365653a - [INFO] - [E:117| 600]: Train Loss:0.00045857, Val MRR:0.23953, testrun_4365653a
2023-04-29 16:32:44,604 - testrun_4365653a - [INFO] - [E:117| 700]: Train Loss:0.00045908, Val MRR:0.23953, testrun_4365653a
2023-04-29 16:34:19,176 - testrun_4365653a - [INFO] - [E:117| 800]: Train Loss:0.0004592, Val MRR:0.23953, testrun_4365653a
2023-04-29 16:34:26,920 - testrun_4365653a - [INFO] - [Epoch:117]: Training Loss:0.0004593
2023-04-29 16:34:27,251 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 16:34:36,194 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 16:34:45,245 - testrun_4365653a - [INFO] - [Evaluating Epoch 117 valid]:
MRR: Tail : 0.25693, Head : 0.22763, Avg : 0.24228
2023-04-29 16:34:46,843 - testrun_4365653a - [INFO] - [Epoch 117]: Training Loss: 0.00045925, Valid MRR: 0.24228,
2023-04-29 16:34:48,094 - testrun_4365653a - [INFO] - [E:118| 0]: Train Loss:0.00045343, Val MRR:0.24228, testrun_4365653a
2023-04-29 16:36:32,816 - testrun_4365653a - [INFO] - [E:118| 100]: Train Loss:0.00045343, Val MRR:0.24228, testrun_4365653a
2023-04-29 16:38:12,053 - testrun_4365653a - [INFO] - [E:118| 200]: Train Loss:0.0004524, Val MRR:0.24228, testrun_4365653a
2023-04-29 16:39:54,701 - testrun_4365653a - [INFO] - [E:118| 300]: Train Loss:0.00045483, Val MRR:0.24228, testrun_4365653a
2023-04-29 16:41:35,896 - testrun_4365653a - [INFO] - [E:118| 400]: Train Loss:0.00045471, Val MRR:0.24228, testrun_4365653a
2023-04-29 16:43:14,915 - testrun_4365653a - [INFO] - [E:118| 500]: Train Loss:0.0004553, Val MRR:0.24228, testrun_4365653a
2023-04-29 16:44:56,847 - testrun_4365653a - [INFO] - [E:118| 600]: Train Loss:0.00045549, Val MRR:0.24228, testrun_4365653a
2023-04-29 16:46:37,872 - testrun_4365653a - [INFO] - [E:118| 700]: Train Loss:0.00045658, Val MRR:0.24228, testrun_4365653a
2023-04-29 16:48:19,155 - testrun_4365653a - [INFO] - [E:118| 800]: Train Loss:0.00045781, Val MRR:0.24228, testrun_4365653a
2023-04-29 16:48:26,655 - testrun_4365653a - [INFO] - [Epoch:118]: Training Loss:0.0004578
2023-04-29 16:48:26,961 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 16:48:35,924 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 16:48:44,818 - testrun_4365653a - [INFO] - [Evaluating Epoch 118 valid]:
MRR: Tail : 0.26062, Head : 0.22992, Avg : 0.24527
2023-04-29 16:48:46,439 - testrun_4365653a - [INFO] - [Epoch 118]: Training Loss: 0.00045784, Valid MRR: 0.24527,
2023-04-29 16:48:47,706 - testrun_4365653a - [INFO] - [E:119| 0]: Train Loss:0.00060469, Val MRR:0.24527, testrun_4365653a
2023-04-29 16:50:28,790 - testrun_4365653a - [INFO] - [E:119| 100]: Train Loss:0.00045869, Val MRR:0.24527, testrun_4365653a
2023-04-29 16:52:06,878 - testrun_4365653a - [INFO] - [E:119| 200]: Train Loss:0.00045483, Val MRR:0.24527, testrun_4365653a
2023-04-29 16:53:50,611 - testrun_4365653a - [INFO] - [E:119| 300]: Train Loss:0.00045391, Val MRR:0.24527, testrun_4365653a
2023-04-29 16:55:32,379 - testrun_4365653a - [INFO] - [E:119| 400]: Train Loss:0.00045565, Val MRR:0.24527, testrun_4365653a
2023-04-29 16:57:13,196 - testrun_4365653a - [INFO] - [E:119| 500]: Train Loss:0.00045608, Val MRR:0.24527, testrun_4365653a
2023-04-29 16:58:56,645 - testrun_4365653a - [INFO] - [E:119| 600]: Train Loss:0.00045643, Val MRR:0.24527, testrun_4365653a
2023-04-29 17:00:37,979 - testrun_4365653a - [INFO] - [E:119| 700]: Train Loss:0.00045652, Val MRR:0.24527, testrun_4365653a
2023-04-29 17:02:20,302 - testrun_4365653a - [INFO] - [E:119| 800]: Train Loss:0.00045649, Val MRR:0.24527, testrun_4365653a
2023-04-29 17:02:27,923 - testrun_4365653a - [INFO] - [Epoch:119]: Training Loss:0.0004565
2023-04-29 17:02:28,252 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 17:02:37,575 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 17:02:46,297 - testrun_4365653a - [INFO] - [Evaluating Epoch 119 valid]:
MRR: Tail : 0.2662, Head : 0.23323, Avg : 0.24972
MR: Tail : 5300.2, Head : 5694.5, Avg : 5497.3
Hit-1: Tail : 0.2205, Head : 0.18919, Avg : 0.20485
Hit-3: Tail : 0.28543, Head : 0.25445, Avg : 0.26994
Hit-10: Tail : 0.34904, Head : 0.31312, Avg : 0.33108
2023-04-29 17:02:47,915 - testrun_4365653a - [INFO] - [Epoch 119]: Training Loss: 0.00045646, Valid MRR: 0.24972,
2023-04-29 17:02:48,818 - testrun_4365653a - [INFO] - [E:120| 0]: Train Loss:0.00043266, Val MRR:0.24972, testrun_4365653a
2023-04-29 17:04:29,530 - testrun_4365653a - [INFO] - [E:120| 100]: Train Loss:0.00045408, Val MRR:0.24972, testrun_4365653a
2023-04-29 17:06:09,350 - testrun_4365653a - [INFO] - [E:120| 200]: Train Loss:0.00045435, Val MRR:0.24972, testrun_4365653a
2023-04-29 17:07:54,296 - testrun_4365653a - [INFO] - [E:120| 300]: Train Loss:0.00045395, Val MRR:0.24972, testrun_4365653a
2023-04-29 17:09:29,371 - testrun_4365653a - [INFO] - [E:120| 400]: Train Loss:0.00045359, Val MRR:0.24972, testrun_4365653a
2023-04-29 17:11:10,663 - testrun_4365653a - [INFO] - [E:120| 500]: Train Loss:0.000454, Val MRR:0.24972, testrun_4365653a
2023-04-29 17:12:51,033 - testrun_4365653a - [INFO] - [E:120| 600]: Train Loss:0.00045502, Val MRR:0.24972, testrun_4365653a
2023-04-29 17:14:32,090 - testrun_4365653a - [INFO] - [E:120| 700]: Train Loss:0.0004549, Val MRR:0.24972, testrun_4365653a
2023-04-29 17:16:15,114 - testrun_4365653a - [INFO] - [E:120| 800]: Train Loss:0.00045438, Val MRR:0.24972, testrun_4365653a
2023-04-29 17:16:22,767 - testrun_4365653a - [INFO] - [Epoch:120]: Training Loss:0.0004545
2023-04-29 17:16:23,039 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 17:16:32,684 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 17:16:41,391 - testrun_4365653a - [INFO] - [Evaluating Epoch 120 valid]:
MRR: Tail : 0.26438, Head : 0.23676, Avg : 0.25057
2023-04-29 17:16:44,571 - testrun_4365653a - [INFO] - [Epoch 120]: Training Loss: 0.00045447, Valid MRR: 0.25057,
2023-04-29 17:16:45,718 - testrun_4365653a - [INFO] - [E:121| 0]: Train Loss:0.00045847, Val MRR:0.25057, testrun_4365653a
2023-04-29 17:18:26,564 - testrun_4365653a - [INFO] - [E:121| 100]: Train Loss:0.00045059, Val MRR:0.25057, testrun_4365653a
2023-04-29 17:20:07,019 - testrun_4365653a - [INFO] - [E:121| 200]: Train Loss:0.00045248, Val MRR:0.25057, testrun_4365653a
2023-04-29 17:21:48,719 - testrun_4365653a - [INFO] - [E:121| 300]: Train Loss:0.00045151, Val MRR:0.25057, testrun_4365653a
2023-04-29 17:23:32,666 - testrun_4365653a - [INFO] - [E:121| 400]: Train Loss:0.00045143, Val MRR:0.25057, testrun_4365653a
2023-04-29 17:25:12,388 - testrun_4365653a - [INFO] - [E:121| 500]: Train Loss:0.00045225, Val MRR:0.25057, testrun_4365653a
2023-04-29 17:26:46,034 - testrun_4365653a - [INFO] - [E:121| 600]: Train Loss:0.0004521, Val MRR:0.25057, testrun_4365653a
2023-04-29 17:28:29,094 - testrun_4365653a - [INFO] - [E:121| 700]: Train Loss:0.00045202, Val MRR:0.25057, testrun_4365653a
2023-04-29 17:30:09,916 - testrun_4365653a - [INFO] - [E:121| 800]: Train Loss:0.00045272, Val MRR:0.25057, testrun_4365653a
2023-04-29 17:30:17,068 - testrun_4365653a - [INFO] - [Epoch:121]: Training Loss:0.0004527
2023-04-29 17:30:17,519 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 17:30:27,071 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 17:30:35,990 - testrun_4365653a - [INFO] - [Evaluating Epoch 121 valid]:
MRR: Tail : 0.27124, Head : 0.24179, Avg : 0.25651
2023-04-29 17:30:37,651 - testrun_4365653a - [INFO] - [Epoch 121]: Training Loss: 0.00045274, Valid MRR: 0.25651,
2023-04-29 17:30:38,599 - testrun_4365653a - [INFO] - [E:122| 0]: Train Loss:0.00044723, Val MRR:0.25651, testrun_4365653a
2023-04-29 17:32:18,687 - testrun_4365653a - [INFO] - [E:122| 100]: Train Loss:0.00044428, Val MRR:0.25651, testrun_4365653a
2023-04-29 17:34:01,078 - testrun_4365653a - [INFO] - [E:122| 200]: Train Loss:0.00044572, Val MRR:0.25651, testrun_4365653a
2023-04-29 17:35:43,281 - testrun_4365653a - [INFO] - [E:122| 300]: Train Loss:0.00044666, Val MRR:0.25651, testrun_4365653a
2023-04-29 17:37:23,492 - testrun_4365653a - [INFO] - [E:122| 400]: Train Loss:0.00044771, Val MRR:0.25651, testrun_4365653a
2023-04-29 17:39:11,109 - testrun_4365653a - [INFO] - [E:122| 500]: Train Loss:0.0004489, Val MRR:0.25651, testrun_4365653a
2023-04-29 17:40:52,069 - testrun_4365653a - [INFO] - [E:122| 600]: Train Loss:0.00044923, Val MRR:0.25651, testrun_4365653a
2023-04-29 17:42:26,339 - testrun_4365653a - [INFO] - [E:122| 700]: Train Loss:0.00044936, Val MRR:0.25651, testrun_4365653a
2023-04-29 17:44:04,790 - testrun_4365653a - [INFO] - [E:122| 800]: Train Loss:0.00045041, Val MRR:0.25651, testrun_4365653a
2023-04-29 17:44:12,513 - testrun_4365653a - [INFO] - [Epoch:122]: Training Loss:0.0004508
2023-04-29 17:44:12,932 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 17:44:22,374 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 17:44:32,162 - testrun_4365653a - [INFO] - [Evaluating Epoch 122 valid]:
MRR: Tail : 0.271, Head : 0.24338, Avg : 0.25719
2023-04-29 17:44:33,780 - testrun_4365653a - [INFO] - [Epoch 122]: Training Loss: 0.00045084, Valid MRR: 0.25719,
2023-04-29 17:44:34,780 - testrun_4365653a - [INFO] - [E:123| 0]: Train Loss:0.00042626, Val MRR:0.25719, testrun_4365653a
2023-04-29 17:46:16,559 - testrun_4365653a - [INFO] - [E:123| 100]: Train Loss:0.00044473, Val MRR:0.25719, testrun_4365653a
2023-04-29 17:47:58,543 - testrun_4365653a - [INFO] - [E:123| 200]: Train Loss:0.00044888, Val MRR:0.25719, testrun_4365653a
2023-04-29 17:49:39,214 - testrun_4365653a - [INFO] - [E:123| 300]: Train Loss:0.00044912, Val MRR:0.25719, testrun_4365653a
2023-04-29 17:51:22,489 - testrun_4365653a - [INFO] - [E:123| 400]: Train Loss:0.00044906, Val MRR:0.25719, testrun_4365653a
2023-04-29 17:53:09,756 - testrun_4365653a - [INFO] - [E:123| 500]: Train Loss:0.00044887, Val MRR:0.25719, testrun_4365653a
2023-04-29 17:54:50,039 - testrun_4365653a - [INFO] - [E:123| 600]: Train Loss:0.00044889, Val MRR:0.25719, testrun_4365653a
2023-04-29 17:56:31,209 - testrun_4365653a - [INFO] - [E:123| 700]: Train Loss:0.0004491, Val MRR:0.25719, testrun_4365653a
2023-04-29 17:58:14,911 - testrun_4365653a - [INFO] - [E:123| 800]: Train Loss:0.0004497, Val MRR:0.25719, testrun_4365653a
2023-04-29 17:58:22,002 - testrun_4365653a - [INFO] - [Epoch:123]: Training Loss:0.0004497
2023-04-29 17:58:22,449 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 17:58:31,702 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 17:58:40,612 - testrun_4365653a - [INFO] - [Evaluating Epoch 123 valid]:
MRR: Tail : 0.2771, Head : 0.24424, Avg : 0.26067
2023-04-29 17:58:42,403 - testrun_4365653a - [INFO] - [Epoch 123]: Training Loss: 0.00044966, Valid MRR: 0.26067,
2023-04-29 17:58:43,479 - testrun_4365653a - [INFO] - [E:124| 0]: Train Loss:0.00041999, Val MRR:0.26067, testrun_4365653a
2023-04-29 18:00:14,993 - testrun_4365653a - [INFO] - [E:124| 100]: Train Loss:0.0004496, Val MRR:0.26067, testrun_4365653a
2023-04-29 18:01:56,872 - testrun_4365653a - [INFO] - [E:124| 200]: Train Loss:0.00044852, Val MRR:0.26067, testrun_4365653a
2023-04-29 18:03:37,116 - testrun_4365653a - [INFO] - [E:124| 300]: Train Loss:0.00044788, Val MRR:0.26067, testrun_4365653a
2023-04-29 18:05:18,525 - testrun_4365653a - [INFO] - [E:124| 400]: Train Loss:0.00044797, Val MRR:0.26067, testrun_4365653a
2023-04-29 18:06:59,616 - testrun_4365653a - [INFO] - [E:124| 500]: Train Loss:0.00044723, Val MRR:0.26067, testrun_4365653a
2023-04-29 18:08:44,357 - testrun_4365653a - [INFO] - [E:124| 600]: Train Loss:0.00044709, Val MRR:0.26067, testrun_4365653a
2023-04-29 18:10:26,589 - testrun_4365653a - [INFO] - [E:124| 700]: Train Loss:0.00044753, Val MRR:0.26067, testrun_4365653a
2023-04-29 18:12:08,277 - testrun_4365653a - [INFO] - [E:124| 800]: Train Loss:0.00044792, Val MRR:0.26067, testrun_4365653a
2023-04-29 18:12:16,208 - testrun_4365653a - [INFO] - [Epoch:124]: Training Loss:0.0004479
2023-04-29 18:12:16,721 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 18:12:25,674 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 18:12:34,607 - testrun_4365653a - [INFO] - [Evaluating Epoch 124 valid]:
MRR: Tail : 0.28182, Head : 0.2493, Avg : 0.26556
2023-04-29 18:12:36,180 - testrun_4365653a - [INFO] - [Epoch 124]: Training Loss: 0.00044795, Valid MRR: 0.26556,
2023-04-29 18:12:37,150 - testrun_4365653a - [INFO] - [E:125| 0]: Train Loss:0.00048219, Val MRR:0.26556, testrun_4365653a
2023-04-29 18:14:19,377 - testrun_4365653a - [INFO] - [E:125| 100]: Train Loss:0.00044711, Val MRR:0.26556, testrun_4365653a
2023-04-29 18:16:01,972 - testrun_4365653a - [INFO] - [E:125| 200]: Train Loss:0.00044467, Val MRR:0.26556, testrun_4365653a
2023-04-29 18:17:35,730 - testrun_4365653a - [INFO] - [E:125| 300]: Train Loss:0.0004446, Val MRR:0.26556, testrun_4365653a
2023-04-29 18:19:17,753 - testrun_4365653a - [INFO] - [E:125| 400]: Train Loss:0.00044492, Val MRR:0.26556, testrun_4365653a
2023-04-29 18:20:59,658 - testrun_4365653a - [INFO] - [E:125| 500]: Train Loss:0.00044558, Val MRR:0.26556, testrun_4365653a
2023-04-29 18:22:41,978 - testrun_4365653a - [INFO] - [E:125| 600]: Train Loss:0.00044537, Val MRR:0.26556, testrun_4365653a
2023-04-29 18:24:29,079 - testrun_4365653a - [INFO] - [E:125| 700]: Train Loss:0.0004457, Val MRR:0.26556, testrun_4365653a
2023-04-29 18:26:10,559 - testrun_4365653a - [INFO] - [E:125| 800]: Train Loss:0.00044633, Val MRR:0.26556, testrun_4365653a
2023-04-29 18:26:18,540 - testrun_4365653a - [INFO] - [Epoch:125]: Training Loss:0.0004465
2023-04-29 18:26:19,073 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 18:26:28,108 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 18:26:37,184 - testrun_4365653a - [INFO] - [Evaluating Epoch 125 valid]:
MRR: Tail : 0.28068, Head : 0.25092, Avg : 0.2658
2023-04-29 18:26:38,773 - testrun_4365653a - [INFO] - [Epoch 125]: Training Loss: 0.00044649, Valid MRR: 0.2658,
2023-04-29 18:26:39,962 - testrun_4365653a - [INFO] - [E:126| 0]: Train Loss:0.00044085, Val MRR:0.2658, testrun_4365653a
2023-04-29 18:28:21,269 - testrun_4365653a - [INFO] - [E:126| 100]: Train Loss:0.00044668, Val MRR:0.2658, testrun_4365653a
2023-04-29 18:30:01,235 - testrun_4365653a - [INFO] - [E:126| 200]: Train Loss:0.00044683, Val MRR:0.2658, testrun_4365653a
2023-04-29 18:31:43,707 - testrun_4365653a - [INFO] - [E:126| 300]: Train Loss:0.00044542, Val MRR:0.2658, testrun_4365653a
2023-04-29 18:33:23,370 - testrun_4365653a - [INFO] - [E:126| 400]: Train Loss:0.0004447, Val MRR:0.2658, testrun_4365653a
2023-04-29 18:34:56,395 - testrun_4365653a - [INFO] - [E:126| 500]: Train Loss:0.00044451, Val MRR:0.2658, testrun_4365653a
2023-04-29 18:36:38,584 - testrun_4365653a - [INFO] - [E:126| 600]: Train Loss:0.00044424, Val MRR:0.2658, testrun_4365653a
2023-04-29 18:38:19,909 - testrun_4365653a - [INFO] - [E:126| 700]: Train Loss:0.00044491, Val MRR:0.2658, testrun_4365653a
2023-04-29 18:40:04,231 - testrun_4365653a - [INFO] - [E:126| 800]: Train Loss:0.00044472, Val MRR:0.2658, testrun_4365653a
2023-04-29 18:40:11,920 - testrun_4365653a - [INFO] - [Epoch:126]: Training Loss:0.000445
2023-04-29 18:40:12,422 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 18:40:21,607 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 18:40:30,986 - testrun_4365653a - [INFO] - [Evaluating Epoch 126 valid]:
MRR: Tail : 0.2884, Head : 0.2558, Avg : 0.2721
2023-04-29 18:40:32,550 - testrun_4365653a - [INFO] - [Epoch 126]: Training Loss: 0.00044502, Valid MRR: 0.2721,
2023-04-29 18:40:33,656 - testrun_4365653a - [INFO] - [E:127| 0]: Train Loss:0.00042963, Val MRR:0.2721, testrun_4365653a
2023-04-29 18:42:16,665 - testrun_4365653a - [INFO] - [E:127| 100]: Train Loss:0.00044469, Val MRR:0.2721, testrun_4365653a
2023-04-29 18:43:58,777 - testrun_4365653a - [INFO] - [E:127| 200]: Train Loss:0.00044317, Val MRR:0.2721, testrun_4365653a
2023-04-29 18:45:39,382 - testrun_4365653a - [INFO] - [E:127| 300]: Train Loss:0.00044303, Val MRR:0.2721, testrun_4365653a
2023-04-29 18:47:20,139 - testrun_4365653a - [INFO] - [E:127| 400]: Train Loss:0.00044308, Val MRR:0.2721, testrun_4365653a
2023-04-29 18:49:00,764 - testrun_4365653a - [INFO] - [E:127| 500]: Train Loss:0.00044333, Val MRR:0.2721, testrun_4365653a
2023-04-29 18:50:42,379 - testrun_4365653a - [INFO] - [E:127| 600]: Train Loss:0.00044344, Val MRR:0.2721, testrun_4365653a
2023-04-29 18:52:19,325 - testrun_4365653a - [INFO] - [E:127| 700]: Train Loss:0.00044309, Val MRR:0.2721, testrun_4365653a
2023-04-29 18:53:58,906 - testrun_4365653a - [INFO] - [E:127| 800]: Train Loss:0.00044363, Val MRR:0.2721, testrun_4365653a
2023-04-29 18:54:06,592 - testrun_4365653a - [INFO] - [Epoch:127]: Training Loss:0.0004437
2023-04-29 18:54:07,737 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 18:54:16,768 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 18:54:25,620 - testrun_4365653a - [INFO] - [Evaluating Epoch 127 valid]:
MRR: Tail : 0.29017, Head : 0.2578, Avg : 0.27398
2023-04-29 18:54:27,222 - testrun_4365653a - [INFO] - [Epoch 127]: Training Loss: 0.00044368, Valid MRR: 0.27398,
2023-04-29 18:54:27,994 - testrun_4365653a - [INFO] - [E:128| 0]: Train Loss:0.00045033, Val MRR:0.27398, testrun_4365653a
2023-04-29 18:56:12,096 - testrun_4365653a - [INFO] - [E:128| 100]: Train Loss:0.00043851, Val MRR:0.27398, testrun_4365653a
2023-04-29 18:57:54,007 - testrun_4365653a - [INFO] - [E:128| 200]: Train Loss:0.00043973, Val MRR:0.27398, testrun_4365653a
2023-04-29 18:59:36,016 - testrun_4365653a - [INFO] - [E:128| 300]: Train Loss:0.00044063, Val MRR:0.27398, testrun_4365653a
2023-04-29 19:01:15,922 - testrun_4365653a - [INFO] - [E:128| 400]: Train Loss:0.00044126, Val MRR:0.27398, testrun_4365653a
2023-04-29 19:02:57,568 - testrun_4365653a - [INFO] - [E:128| 500]: Train Loss:0.00044112, Val MRR:0.27398, testrun_4365653a
2023-04-29 19:04:40,559 - testrun_4365653a - [INFO] - [E:128| 600]: Train Loss:0.00044144, Val MRR:0.27398, testrun_4365653a
2023-04-29 19:06:22,713 - testrun_4365653a - [INFO] - [E:128| 700]: Train Loss:0.0004415, Val MRR:0.27398, testrun_4365653a
2023-04-29 19:07:58,395 - testrun_4365653a - [INFO] - [E:128| 800]: Train Loss:0.00044191, Val MRR:0.27398, testrun_4365653a
2023-04-29 19:08:03,456 - testrun_4365653a - [INFO] - [Epoch:128]: Training Loss:0.000442
2023-04-29 19:08:03,693 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 19:08:12,517 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 19:08:21,744 - testrun_4365653a - [INFO] - [Evaluating Epoch 128 valid]:
MRR: Tail : 0.2937, Head : 0.26128, Avg : 0.27749
2023-04-29 19:08:23,355 - testrun_4365653a - [INFO] - [Epoch 128]: Training Loss: 0.000442, Valid MRR: 0.27749,
2023-04-29 19:08:24,407 - testrun_4365653a - [INFO] - [E:129| 0]: Train Loss:0.00043003, Val MRR:0.27749, testrun_4365653a
2023-04-29 19:10:11,534 - testrun_4365653a - [INFO] - [E:129| 100]: Train Loss:0.00044404, Val MRR:0.27749, testrun_4365653a
2023-04-29 19:11:51,621 - testrun_4365653a - [INFO] - [E:129| 200]: Train Loss:0.00044008, Val MRR:0.27749, testrun_4365653a
2023-04-29 19:13:32,401 - testrun_4365653a - [INFO] - [E:129| 300]: Train Loss:0.00043996, Val MRR:0.27749, testrun_4365653a
2023-04-29 19:15:13,421 - testrun_4365653a - [INFO] - [E:129| 400]: Train Loss:0.00044072, Val MRR:0.27749, testrun_4365653a
2023-04-29 19:16:54,752 - testrun_4365653a - [INFO] - [E:129| 500]: Train Loss:0.00044156, Val MRR:0.27749, testrun_4365653a
2023-04-29 19:18:36,339 - testrun_4365653a - [INFO] - [E:129| 600]: Train Loss:0.00044084, Val MRR:0.27749, testrun_4365653a
2023-04-29 19:20:18,209 - testrun_4365653a - [INFO] - [E:129| 700]: Train Loss:0.00044104, Val MRR:0.27749, testrun_4365653a
2023-04-29 19:22:00,249 - testrun_4365653a - [INFO] - [E:129| 800]: Train Loss:0.0004408, Val MRR:0.27749, testrun_4365653a
2023-04-29 19:22:08,066 - testrun_4365653a - [INFO] - [Epoch:129]: Training Loss:0.0004409
2023-04-29 19:22:08,337 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 19:22:17,543 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 19:22:26,707 - testrun_4365653a - [INFO] - [Evaluating Epoch 129 valid]:
MRR: Tail : 0.2927, Head : 0.26229, Avg : 0.2775
MR: Tail : 5590.3, Head : 5492.7, Avg : 5541.5
Hit-1: Tail : 0.24654, Head : 0.21622, Avg : 0.23138
Hit-3: Tail : 0.31345, Head : 0.28148, Avg : 0.29746
Hit-10: Tail : 0.37278, Head : 0.34278, Avg : 0.35778
2023-04-29 19:22:28,288 - testrun_4365653a - [INFO] - [Epoch 129]: Training Loss: 0.00044086, Valid MRR: 0.2775,
2023-04-29 19:22:29,342 - testrun_4365653a - [INFO] - [E:130| 0]: Train Loss:0.00043203, Val MRR:0.2775, testrun_4365653a
2023-04-29 19:24:11,302 - testrun_4365653a - [INFO] - [E:130| 100]: Train Loss:0.00043704, Val MRR:0.2775, testrun_4365653a
2023-04-29 19:25:47,271 - testrun_4365653a - [INFO] - [E:130| 200]: Train Loss:0.0004368, Val MRR:0.2775, testrun_4365653a
2023-04-29 19:27:27,244 - testrun_4365653a - [INFO] - [E:130| 300]: Train Loss:0.00043791, Val MRR:0.2775, testrun_4365653a
2023-04-29 19:29:09,193 - testrun_4365653a - [INFO] - [E:130| 400]: Train Loss:0.00043721, Val MRR:0.2775, testrun_4365653a
2023-04-29 19:30:50,563 - testrun_4365653a - [INFO] - [E:130| 500]: Train Loss:0.0004375, Val MRR:0.2775, testrun_4365653a
2023-04-29 19:32:33,883 - testrun_4365653a - [INFO] - [E:130| 600]: Train Loss:0.00043859, Val MRR:0.2775, testrun_4365653a
2023-04-29 19:34:14,981 - testrun_4365653a - [INFO] - [E:130| 700]: Train Loss:0.00043909, Val MRR:0.2775, testrun_4365653a
2023-04-29 19:35:58,360 - testrun_4365653a - [INFO] - [E:130| 800]: Train Loss:0.00043953, Val MRR:0.2775, testrun_4365653a
2023-04-29 19:36:06,823 - testrun_4365653a - [INFO] - [Epoch:130]: Training Loss:0.0004395
2023-04-29 19:36:07,300 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 19:36:17,053 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 19:36:25,813 - testrun_4365653a - [INFO] - [Evaluating Epoch 130 valid]:
MRR: Tail : 0.30094, Head : 0.26929, Avg : 0.28511
2023-04-29 19:36:27,421 - testrun_4365653a - [INFO] - [Epoch 130]: Training Loss: 0.00043945, Valid MRR: 0.28511,
2023-04-29 19:36:28,483 - testrun_4365653a - [INFO] - [E:131| 0]: Train Loss:0.00045665, Val MRR:0.28511, testrun_4365653a
2023-04-29 19:38:09,932 - testrun_4365653a - [INFO] - [E:131| 100]: Train Loss:0.0004334, Val MRR:0.28511, testrun_4365653a
2023-04-29 19:39:52,090 - testrun_4365653a - [INFO] - [E:131| 200]: Train Loss:0.00043563, Val MRR:0.28511, testrun_4365653a
2023-04-29 19:41:38,897 - testrun_4365653a - [INFO] - [E:131| 300]: Train Loss:0.00043651, Val MRR:0.28511, testrun_4365653a
2023-04-29 19:43:12,046 - testrun_4365653a - [INFO] - [E:131| 400]: Train Loss:0.00043693, Val MRR:0.28511, testrun_4365653a
2023-04-29 19:44:52,557 - testrun_4365653a - [INFO] - [E:131| 500]: Train Loss:0.00043732, Val MRR:0.28511, testrun_4365653a
2023-04-29 19:46:34,191 - testrun_4365653a - [INFO] - [E:131| 600]: Train Loss:0.00043746, Val MRR:0.28511, testrun_4365653a
2023-04-29 19:48:16,034 - testrun_4365653a - [INFO] - [E:131| 700]: Train Loss:0.00043773, Val MRR:0.28511, testrun_4365653a
2023-04-29 19:49:55,896 - testrun_4365653a - [INFO] - [E:131| 800]: Train Loss:0.00043802, Val MRR:0.28511, testrun_4365653a
2023-04-29 19:50:04,018 - testrun_4365653a - [INFO] - [Epoch:131]: Training Loss:0.0004379
2023-04-29 19:50:04,294 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 19:50:13,610 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 19:50:22,405 - testrun_4365653a - [INFO] - [Evaluating Epoch 131 valid]:
MRR: Tail : 0.30047, Head : 0.26962, Avg : 0.28504
2023-04-29 19:50:22,405 - testrun_4365653a - [INFO] - [Epoch 131]: Training Loss: 0.00043795, Valid MRR: 0.28511,
2023-04-29 19:50:23,583 - testrun_4365653a - [INFO] - [E:132| 0]: Train Loss:0.00043071, Val MRR:0.28511, testrun_4365653a
2023-04-29 19:52:04,732 - testrun_4365653a - [INFO] - [E:132| 100]: Train Loss:0.00043466, Val MRR:0.28511, testrun_4365653a
2023-04-29 19:53:44,938 - testrun_4365653a - [INFO] - [E:132| 200]: Train Loss:0.00043431, Val MRR:0.28511, testrun_4365653a
2023-04-29 19:55:27,182 - testrun_4365653a - [INFO] - [E:132| 300]: Train Loss:0.00043482, Val MRR:0.28511, testrun_4365653a
2023-04-29 19:57:11,104 - testrun_4365653a - [INFO] - [E:132| 400]: Train Loss:0.00043522, Val MRR:0.28511, testrun_4365653a
2023-04-29 19:58:51,696 - testrun_4365653a - [INFO] - [E:132| 500]: Train Loss:0.0004353, Val MRR:0.28511, testrun_4365653a
2023-04-29 20:00:24,201 - testrun_4365653a - [INFO] - [E:132| 600]: Train Loss:0.00043606, Val MRR:0.28511, testrun_4365653a
2023-04-29 20:02:08,438 - testrun_4365653a - [INFO] - [E:132| 700]: Train Loss:0.00043617, Val MRR:0.28511, testrun_4365653a
2023-04-29 20:03:50,058 - testrun_4365653a - [INFO] - [E:132| 800]: Train Loss:0.00043626, Val MRR:0.28511, testrun_4365653a
2023-04-29 20:03:57,880 - testrun_4365653a - [INFO] - [Epoch:132]: Training Loss:0.0004363
2023-04-29 20:03:58,344 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 20:04:07,489 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 20:04:16,501 - testrun_4365653a - [INFO] - [Evaluating Epoch 132 valid]:
MRR: Tail : 0.30266, Head : 0.27234, Avg : 0.2875
2023-04-29 20:04:18,117 - testrun_4365653a - [INFO] - [Epoch 132]: Training Loss: 0.00043627, Valid MRR: 0.2875,
2023-04-29 20:04:19,303 - testrun_4365653a - [INFO] - [E:133| 0]: Train Loss:0.00042009, Val MRR:0.2875, testrun_4365653a
2023-04-29 20:06:01,725 - testrun_4365653a - [INFO] - [E:133| 100]: Train Loss:0.00043139, Val MRR:0.2875, testrun_4365653a
2023-04-29 20:07:42,166 - testrun_4365653a - [INFO] - [E:133| 200]: Train Loss:0.00043161, Val MRR:0.2875, testrun_4365653a
2023-04-29 20:09:23,780 - testrun_4365653a - [INFO] - [E:133| 300]: Train Loss:0.00043391, Val MRR:0.2875, testrun_4365653a
2023-04-29 20:11:07,303 - testrun_4365653a - [INFO] - [E:133| 400]: Train Loss:0.00043498, Val MRR:0.2875, testrun_4365653a
2023-04-29 20:12:50,001 - testrun_4365653a - [INFO] - [E:133| 500]: Train Loss:0.00043491, Val MRR:0.2875, testrun_4365653a
2023-04-29 20:14:31,898 - testrun_4365653a - [INFO] - [E:133| 600]: Train Loss:0.00043511, Val MRR:0.2875, testrun_4365653a
2023-04-29 20:16:14,964 - testrun_4365653a - [INFO] - [E:133| 700]: Train Loss:0.00043489, Val MRR:0.2875, testrun_4365653a
2023-04-29 20:17:50,705 - testrun_4365653a - [INFO] - [E:133| 800]: Train Loss:0.00043489, Val MRR:0.2875, testrun_4365653a
2023-04-29 20:17:58,612 - testrun_4365653a - [INFO] - [Epoch:133]: Training Loss:0.0004349
2023-04-29 20:17:59,097 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 20:18:08,349 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 20:18:17,255 - testrun_4365653a - [INFO] - [Evaluating Epoch 133 valid]:
MRR: Tail : 0.30659, Head : 0.27689, Avg : 0.29174
2023-04-29 20:18:18,926 - testrun_4365653a - [INFO] - [Epoch 133]: Training Loss: 0.00043492, Valid MRR: 0.29174,
2023-04-29 20:18:19,875 - testrun_4365653a - [INFO] - [E:134| 0]: Train Loss:0.00042599, Val MRR:0.29174, testrun_4365653a
2023-04-29 20:20:01,352 - testrun_4365653a - [INFO] - [E:134| 100]: Train Loss:0.00043155, Val MRR:0.29174, testrun_4365653a
2023-04-29 20:21:41,971 - testrun_4365653a - [INFO] - [E:134| 200]: Train Loss:0.00043085, Val MRR:0.29174, testrun_4365653a
2023-04-29 20:23:22,175 - testrun_4365653a - [INFO] - [E:134| 300]: Train Loss:0.00043151, Val MRR:0.29174, testrun_4365653a
2023-04-29 20:25:04,247 - testrun_4365653a - [INFO] - [E:134| 400]: Train Loss:0.00043243, Val MRR:0.29174, testrun_4365653a
2023-04-29 20:26:48,917 - testrun_4365653a - [INFO] - [E:134| 500]: Train Loss:0.00043218, Val MRR:0.29174, testrun_4365653a
2023-04-29 20:28:32,151 - testrun_4365653a - [INFO] - [E:134| 600]: Train Loss:0.00043295, Val MRR:0.29174, testrun_4365653a
2023-04-29 20:30:13,089 - testrun_4365653a - [INFO] - [E:134| 700]: Train Loss:0.00043344, Val MRR:0.29174, testrun_4365653a
2023-04-29 20:31:54,207 - testrun_4365653a - [INFO] - [E:134| 800]: Train Loss:0.00043368, Val MRR:0.29174, testrun_4365653a
2023-04-29 20:32:02,022 - testrun_4365653a - [INFO] - [Epoch:134]: Training Loss:0.0004337
2023-04-29 20:32:02,430 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 20:32:11,600 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 20:32:20,305 - testrun_4365653a - [INFO] - [Evaluating Epoch 134 valid]:
MRR: Tail : 0.30832, Head : 0.28041, Avg : 0.29437
2023-04-29 20:32:21,972 - testrun_4365653a - [INFO] - [Epoch 134]: Training Loss: 0.00043366, Valid MRR: 0.29437,
2023-04-29 20:32:23,010 - testrun_4365653a - [INFO] - [E:135| 0]: Train Loss:0.00040465, Val MRR:0.29437, testrun_4365653a
2023-04-29 20:33:55,628 - testrun_4365653a - [INFO] - [E:135| 100]: Train Loss:0.00043121, Val MRR:0.29437, testrun_4365653a
2023-04-29 20:35:37,208 - testrun_4365653a - [INFO] - [E:135| 200]: Train Loss:0.00043088, Val MRR:0.29437, testrun_4365653a
2023-04-29 20:37:20,267 - testrun_4365653a - [INFO] - [E:135| 300]: Train Loss:0.00043085, Val MRR:0.29437, testrun_4365653a
2023-04-29 20:39:01,263 - testrun_4365653a - [INFO] - [E:135| 400]: Train Loss:0.00043215, Val MRR:0.29437, testrun_4365653a
2023-04-29 20:40:41,117 - testrun_4365653a - [INFO] - [E:135| 500]: Train Loss:0.00043176, Val MRR:0.29437, testrun_4365653a
2023-04-29 20:42:27,690 - testrun_4365653a - [INFO] - [E:135| 600]: Train Loss:0.00043187, Val MRR:0.29437, testrun_4365653a
2023-04-29 20:44:10,582 - testrun_4365653a - [INFO] - [E:135| 700]: Train Loss:0.00043195, Val MRR:0.29437, testrun_4365653a
2023-04-29 20:45:51,692 - testrun_4365653a - [INFO] - [E:135| 800]: Train Loss:0.00043249, Val MRR:0.29437, testrun_4365653a
2023-04-29 20:45:59,311 - testrun_4365653a - [INFO] - [Epoch:135]: Training Loss:0.0004324
2023-04-29 20:45:59,743 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 20:46:09,016 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 20:46:17,796 - testrun_4365653a - [INFO] - [Evaluating Epoch 135 valid]:
MRR: Tail : 0.31105, Head : 0.2816, Avg : 0.29633
2023-04-29 20:46:19,358 - testrun_4365653a - [INFO] - [Epoch 135]: Training Loss: 0.00043245, Valid MRR: 0.29633,
2023-04-29 20:46:20,401 - testrun_4365653a - [INFO] - [E:136| 0]: Train Loss:0.00042264, Val MRR:0.29633, testrun_4365653a
2023-04-29 20:48:03,182 - testrun_4365653a - [INFO] - [E:136| 100]: Train Loss:0.00043098, Val MRR:0.29633, testrun_4365653a
2023-04-29 20:49:45,092 - testrun_4365653a - [INFO] - [E:136| 200]: Train Loss:0.00043241, Val MRR:0.29633, testrun_4365653a
2023-04-29 20:51:18,682 - testrun_4365653a - [INFO] - [E:136| 300]: Train Loss:0.00043149, Val MRR:0.29633, testrun_4365653a
2023-04-29 20:53:00,258 - testrun_4365653a - [INFO] - [E:136| 400]: Train Loss:0.00043145, Val MRR:0.29633, testrun_4365653a
2023-04-29 20:54:42,144 - testrun_4365653a - [INFO] - [E:136| 500]: Train Loss:0.00043061, Val MRR:0.29633, testrun_4365653a
2023-04-29 20:56:25,917 - testrun_4365653a - [INFO] - [E:136| 600]: Train Loss:0.00043106, Val MRR:0.29633, testrun_4365653a
2023-04-29 20:58:12,705 - testrun_4365653a - [INFO] - [E:136| 700]: Train Loss:0.00043086, Val MRR:0.29633, testrun_4365653a
2023-04-29 20:59:55,172 - testrun_4365653a - [INFO] - [E:136| 800]: Train Loss:0.00043105, Val MRR:0.29633, testrun_4365653a
2023-04-29 21:00:02,817 - testrun_4365653a - [INFO] - [Epoch:136]: Training Loss:0.0004311
2023-04-29 21:00:03,237 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 21:00:12,447 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 21:00:21,253 - testrun_4365653a - [INFO] - [Evaluating Epoch 136 valid]:
MRR: Tail : 0.31393, Head : 0.28519, Avg : 0.29956
2023-04-29 21:00:22,858 - testrun_4365653a - [INFO] - [Epoch 136]: Training Loss: 0.00043108, Valid MRR: 0.29956,
2023-04-29 21:00:24,018 - testrun_4365653a - [INFO] - [E:137| 0]: Train Loss:0.00041253, Val MRR:0.29956, testrun_4365653a
2023-04-29 21:02:08,485 - testrun_4365653a - [INFO] - [E:137| 100]: Train Loss:0.0004276, Val MRR:0.29956, testrun_4365653a
2023-04-29 21:03:47,084 - testrun_4365653a - [INFO] - [E:137| 200]: Train Loss:0.00042696, Val MRR:0.29956, testrun_4365653a
2023-04-29 21:05:28,234 - testrun_4365653a - [INFO] - [E:137| 300]: Train Loss:0.00042698, Val MRR:0.29956, testrun_4365653a
2023-04-29 21:07:10,503 - testrun_4365653a - [INFO] - [E:137| 400]: Train Loss:0.00042705, Val MRR:0.29956, testrun_4365653a
2023-04-29 21:08:44,972 - testrun_4365653a - [INFO] - [E:137| 500]: Train Loss:0.00042764, Val MRR:0.29956, testrun_4365653a
2023-04-29 21:10:24,793 - testrun_4365653a - [INFO] - [E:137| 600]: Train Loss:0.00042889, Val MRR:0.29956, testrun_4365653a
2023-04-29 21:12:09,301 - testrun_4365653a - [INFO] - [E:137| 700]: Train Loss:0.00042948, Val MRR:0.29956, testrun_4365653a
2023-04-29 21:13:55,014 - testrun_4365653a - [INFO] - [E:137| 800]: Train Loss:0.0004299, Val MRR:0.29956, testrun_4365653a
2023-04-29 21:14:02,629 - testrun_4365653a - [INFO] - [Epoch:137]: Training Loss:0.0004299
2023-04-29 21:14:02,982 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 21:14:12,098 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 21:14:20,989 - testrun_4365653a - [INFO] - [Evaluating Epoch 137 valid]:
MRR: Tail : 0.31505, Head : 0.28423, Avg : 0.29964
2023-04-29 21:14:22,574 - testrun_4365653a - [INFO] - [Epoch 137]: Training Loss: 0.00042988, Valid MRR: 0.29964,
2023-04-29 21:14:23,761 - testrun_4365653a - [INFO] - [E:138| 0]: Train Loss:0.0004248, Val MRR:0.29964, testrun_4365653a
2023-04-29 21:16:04,827 - testrun_4365653a - [INFO] - [E:138| 100]: Train Loss:0.00042633, Val MRR:0.29964, testrun_4365653a
2023-04-29 21:17:46,329 - testrun_4365653a - [INFO] - [E:138| 200]: Train Loss:0.0004273, Val MRR:0.29964, testrun_4365653a
2023-04-29 21:19:26,309 - testrun_4365653a - [INFO] - [E:138| 300]: Train Loss:0.00042685, Val MRR:0.29964, testrun_4365653a
2023-04-29 21:21:08,915 - testrun_4365653a - [INFO] - [E:138| 400]: Train Loss:0.0004273, Val MRR:0.29964, testrun_4365653a
2023-04-29 21:22:49,118 - testrun_4365653a - [INFO] - [E:138| 500]: Train Loss:0.00042755, Val MRR:0.29964, testrun_4365653a
2023-04-29 21:24:29,908 - testrun_4365653a - [INFO] - [E:138| 600]: Train Loss:0.00042779, Val MRR:0.29964, testrun_4365653a
2023-04-29 21:26:02,903 - testrun_4365653a - [INFO] - [E:138| 700]: Train Loss:0.00042813, Val MRR:0.29964, testrun_4365653a
2023-04-29 21:27:47,394 - testrun_4365653a - [INFO] - [E:138| 800]: Train Loss:0.00042856, Val MRR:0.29964, testrun_4365653a
2023-04-29 21:27:55,394 - testrun_4365653a - [INFO] - [Epoch:138]: Training Loss:0.0004285
2023-04-29 21:27:55,891 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 21:28:05,174 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 21:28:17,151 - testrun_4365653a - [INFO] - [Evaluating Epoch 138 valid]:
MRR: Tail : 0.31973, Head : 0.29213, Avg : 0.30593
2023-04-29 21:28:20,847 - testrun_4365653a - [INFO] - [Epoch 138]: Training Loss: 0.00042848, Valid MRR: 0.30593,
2023-04-29 21:28:21,841 - testrun_4365653a - [INFO] - [E:139| 0]: Train Loss:0.00042118, Val MRR:0.30593, testrun_4365653a
2023-04-29 21:30:04,967 - testrun_4365653a - [INFO] - [E:139| 100]: Train Loss:0.00042334, Val MRR:0.30593, testrun_4365653a
2023-04-29 21:31:45,162 - testrun_4365653a - [INFO] - [E:139| 200]: Train Loss:0.0004234, Val MRR:0.30593, testrun_4365653a
2023-04-29 21:33:26,062 - testrun_4365653a - [INFO] - [E:139| 300]: Train Loss:0.00042343, Val MRR:0.30593, testrun_4365653a
2023-04-29 21:35:06,681 - testrun_4365653a - [INFO] - [E:139| 400]: Train Loss:0.00042584, Val MRR:0.30593, testrun_4365653a
2023-04-29 21:36:47,775 - testrun_4365653a - [INFO] - [E:139| 500]: Train Loss:0.00042679, Val MRR:0.30593, testrun_4365653a
2023-04-29 21:38:28,192 - testrun_4365653a - [INFO] - [E:139| 600]: Train Loss:0.00042666, Val MRR:0.30593, testrun_4365653a
2023-04-29 21:40:10,847 - testrun_4365653a - [INFO] - [E:139| 700]: Train Loss:0.00042714, Val MRR:0.30593, testrun_4365653a
2023-04-29 21:41:48,681 - testrun_4365653a - [INFO] - [E:139| 800]: Train Loss:0.00042732, Val MRR:0.30593, testrun_4365653a
2023-04-29 21:41:54,678 - testrun_4365653a - [INFO] - [Epoch:139]: Training Loss:0.0004273
2023-04-29 21:41:54,959 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 21:42:00,612 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 21:42:08,598 - testrun_4365653a - [INFO] - [Evaluating Epoch 139 valid]:
MRR: Tail : 0.32155, Head : 0.29132, Avg : 0.30643
MR: Tail : 5529.2, Head : 5418.7, Avg : 5474.0
Hit-1: Tail : 0.27752, Head : 0.24753, Avg : 0.26252
Hit-3: Tail : 0.33949, Head : 0.31048, Avg : 0.32498
Hit-10: Tail : 0.3975, Head : 0.37146, Avg : 0.38448
2023-04-29 21:42:10,244 - testrun_4365653a - [INFO] - [Epoch 139]: Training Loss: 0.00042729, Valid MRR: 0.30643,
2023-04-29 21:42:11,483 - testrun_4365653a - [INFO] - [E:140| 0]: Train Loss:0.00041136, Val MRR:0.30643, testrun_4365653a
2023-04-29 21:43:57,500 - testrun_4365653a - [INFO] - [E:140| 100]: Train Loss:0.00042395, Val MRR:0.30643, testrun_4365653a
2023-04-29 21:45:39,355 - testrun_4365653a - [INFO] - [E:140| 200]: Train Loss:0.00042404, Val MRR:0.30643, testrun_4365653a
2023-04-29 21:47:21,025 - testrun_4365653a - [INFO] - [E:140| 300]: Train Loss:0.00042377, Val MRR:0.30643, testrun_4365653a
2023-04-29 21:49:02,006 - testrun_4365653a - [INFO] - [E:140| 400]: Train Loss:0.0004239, Val MRR:0.30643, testrun_4365653a
2023-04-29 21:50:44,016 - testrun_4365653a - [INFO] - [E:140| 500]: Train Loss:0.00042431, Val MRR:0.30643, testrun_4365653a
2023-04-29 21:52:24,072 - testrun_4365653a - [INFO] - [E:140| 600]: Train Loss:0.00042491, Val MRR:0.30643, testrun_4365653a
2023-04-29 21:54:04,264 - testrun_4365653a - [INFO] - [E:140| 700]: Train Loss:0.00042582, Val MRR:0.30643, testrun_4365653a
2023-04-29 21:55:46,531 - testrun_4365653a - [INFO] - [E:140| 800]: Train Loss:0.00042598, Val MRR:0.30643, testrun_4365653a
2023-04-29 21:55:54,197 - testrun_4365653a - [INFO] - [Epoch:140]: Training Loss:0.0004259
2023-04-29 21:55:54,521 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 21:56:03,621 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 21:56:12,784 - testrun_4365653a - [INFO] - [Evaluating Epoch 140 valid]:
MRR: Tail : 0.32307, Head : 0.29766, Avg : 0.31036
2023-04-29 21:56:14,473 - testrun_4365653a - [INFO] - [Epoch 140]: Training Loss: 0.00042595, Valid MRR: 0.31036,
2023-04-29 21:56:15,500 - testrun_4365653a - [INFO] - [E:141| 0]: Train Loss:0.00041431, Val MRR:0.31036, testrun_4365653a
2023-04-29 21:57:56,081 - testrun_4365653a - [INFO] - [E:141| 100]: Train Loss:0.00042189, Val MRR:0.31036, testrun_4365653a
2023-04-29 21:59:33,742 - testrun_4365653a - [INFO] - [E:141| 200]: Train Loss:0.00042407, Val MRR:0.31036, testrun_4365653a
2023-04-29 22:01:14,329 - testrun_4365653a - [INFO] - [E:141| 300]: Train Loss:0.0004252, Val MRR:0.31036, testrun_4365653a
2023-04-29 22:02:54,849 - testrun_4365653a - [INFO] - [E:141| 400]: Train Loss:0.00042537, Val MRR:0.31036, testrun_4365653a
2023-04-29 22:04:36,336 - testrun_4365653a - [INFO] - [E:141| 500]: Train Loss:0.00042539, Val MRR:0.31036, testrun_4365653a
2023-04-29 22:06:19,044 - testrun_4365653a - [INFO] - [E:141| 600]: Train Loss:0.00042523, Val MRR:0.31036, testrun_4365653a
2023-04-29 22:08:00,658 - testrun_4365653a - [INFO] - [E:141| 700]: Train Loss:0.0004251, Val MRR:0.31036, testrun_4365653a
2023-04-29 22:09:41,464 - testrun_4365653a - [INFO] - [E:141| 800]: Train Loss:0.00042524, Val MRR:0.31036, testrun_4365653a
2023-04-29 22:09:49,154 - testrun_4365653a - [INFO] - [Epoch:141]: Training Loss:0.0004252
2023-04-29 22:09:49,686 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 22:09:58,817 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 22:10:08,475 - testrun_4365653a - [INFO] - [Evaluating Epoch 141 valid]:
MRR: Tail : 0.32625, Head : 0.29614, Avg : 0.31119
2023-04-29 22:10:10,097 - testrun_4365653a - [INFO] - [Epoch 141]: Training Loss: 0.00042524, Valid MRR: 0.31119,
2023-04-29 22:10:11,157 - testrun_4365653a - [INFO] - [E:142| 0]: Train Loss:0.00040538, Val MRR:0.31119, testrun_4365653a
2023-04-29 22:11:53,356 - testrun_4365653a - [INFO] - [E:142| 100]: Train Loss:0.00042158, Val MRR:0.31119, testrun_4365653a
2023-04-29 22:13:35,634 - testrun_4365653a - [INFO] - [E:142| 200]: Train Loss:0.00042378, Val MRR:0.31119, testrun_4365653a
2023-04-29 22:15:22,565 - testrun_4365653a - [INFO] - [E:142| 300]: Train Loss:0.00042375, Val MRR:0.31119, testrun_4365653a
2023-04-29 22:16:54,875 - testrun_4365653a - [INFO] - [E:142| 400]: Train Loss:0.0004227, Val MRR:0.31119, testrun_4365653a
2023-04-29 22:18:35,819 - testrun_4365653a - [INFO] - [E:142| 500]: Train Loss:0.00042293, Val MRR:0.31119, testrun_4365653a
2023-04-29 22:20:19,730 - testrun_4365653a - [INFO] - [E:142| 600]: Train Loss:0.00042306, Val MRR:0.31119, testrun_4365653a
2023-04-29 22:22:01,186 - testrun_4365653a - [INFO] - [E:142| 700]: Train Loss:0.00042295, Val MRR:0.31119, testrun_4365653a
2023-04-29 22:23:40,410 - testrun_4365653a - [INFO] - [E:142| 800]: Train Loss:0.00042328, Val MRR:0.31119, testrun_4365653a
2023-04-29 22:23:48,413 - testrun_4365653a - [INFO] - [Epoch:142]: Training Loss:0.0004232
2023-04-29 22:23:48,859 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 22:23:58,243 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 22:24:07,748 - testrun_4365653a - [INFO] - [Evaluating Epoch 142 valid]:
MRR: Tail : 0.32829, Head : 0.30224, Avg : 0.31526
2023-04-29 22:24:09,480 - testrun_4365653a - [INFO] - [Epoch 142]: Training Loss: 0.00042319, Valid MRR: 0.31526,
2023-04-29 22:24:10,510 - testrun_4365653a - [INFO] - [E:143| 0]: Train Loss:0.00042178, Val MRR:0.31526, testrun_4365653a
2023-04-29 22:25:50,011 - testrun_4365653a - [INFO] - [E:143| 100]: Train Loss:0.00041986, Val MRR:0.31526, testrun_4365653a
2023-04-29 22:27:31,244 - testrun_4365653a - [INFO] - [E:143| 200]: Train Loss:0.00042037, Val MRR:0.31526, testrun_4365653a
2023-04-29 22:29:14,400 - testrun_4365653a - [INFO] - [E:143| 300]: Train Loss:0.00042022, Val MRR:0.31526, testrun_4365653a
2023-04-29 22:31:00,913 - testrun_4365653a - [INFO] - [E:143| 400]: Train Loss:0.00042131, Val MRR:0.31526, testrun_4365653a
2023-04-29 22:32:42,990 - testrun_4365653a - [INFO] - [E:143| 500]: Train Loss:0.00042162, Val MRR:0.31526, testrun_4365653a
2023-04-29 22:34:16,369 - testrun_4365653a - [INFO] - [E:143| 600]: Train Loss:0.0004215, Val MRR:0.31526, testrun_4365653a
2023-04-29 22:35:58,094 - testrun_4365653a - [INFO] - [E:143| 700]: Train Loss:0.00042226, Val MRR:0.31526, testrun_4365653a
2023-04-29 22:37:40,925 - testrun_4365653a - [INFO] - [E:143| 800]: Train Loss:0.00042222, Val MRR:0.31526, testrun_4365653a
2023-04-29 22:37:48,815 - testrun_4365653a - [INFO] - [Epoch:143]: Training Loss:0.0004223
2023-04-29 22:37:49,194 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 22:37:58,728 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 22:38:07,461 - testrun_4365653a - [INFO] - [Evaluating Epoch 143 valid]:
MRR: Tail : 0.33159, Head : 0.30175, Avg : 0.31667
2023-04-29 22:38:09,039 - testrun_4365653a - [INFO] - [Epoch 143]: Training Loss: 0.00042227, Valid MRR: 0.31667,
2023-04-29 22:38:10,286 - testrun_4365653a - [INFO] - [E:144| 0]: Train Loss:0.00039605, Val MRR:0.31667, testrun_4365653a
2023-04-29 22:39:52,033 - testrun_4365653a - [INFO] - [E:144| 100]: Train Loss:0.00041948, Val MRR:0.31667, testrun_4365653a
2023-04-29 22:41:32,345 - testrun_4365653a - [INFO] - [E:144| 200]: Train Loss:0.00042118, Val MRR:0.31667, testrun_4365653a
2023-04-29 22:43:14,639 - testrun_4365653a - [INFO] - [E:144| 300]: Train Loss:0.00042134, Val MRR:0.31667, testrun_4365653a
2023-04-29 22:45:02,199 - testrun_4365653a - [INFO] - [E:144| 400]: Train Loss:0.00042141, Val MRR:0.31667, testrun_4365653a
2023-04-29 22:46:43,312 - testrun_4365653a - [INFO] - [E:144| 500]: Train Loss:0.00042174, Val MRR:0.31667, testrun_4365653a
2023-04-29 22:48:24,314 - testrun_4365653a - [INFO] - [E:144| 600]: Train Loss:0.00042149, Val MRR:0.31667, testrun_4365653a
2023-04-29 22:50:03,544 - testrun_4365653a - [INFO] - [E:144| 700]: Train Loss:0.00042143, Val MRR:0.31667, testrun_4365653a
2023-04-29 22:51:35,806 - testrun_4365653a - [INFO] - [E:144| 800]: Train Loss:0.0004212, Val MRR:0.31667, testrun_4365653a
2023-04-29 22:51:43,604 - testrun_4365653a - [INFO] - [Epoch:144]: Training Loss:0.0004213
2023-04-29 22:51:44,060 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 22:51:53,108 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 22:52:02,007 - testrun_4365653a - [INFO] - [Evaluating Epoch 144 valid]:
MRR: Tail : 0.33076, Head : 0.30222, Avg : 0.31649
2023-04-29 22:52:02,007 - testrun_4365653a - [INFO] - [Epoch 144]: Training Loss: 0.00042127, Valid MRR: 0.31667,
2023-04-29 22:52:03,173 - testrun_4365653a - [INFO] - [E:145| 0]: Train Loss:0.00041791, Val MRR:0.31667, testrun_4365653a
2023-04-29 22:53:46,677 - testrun_4365653a - [INFO] - [E:145| 100]: Train Loss:0.00041964, Val MRR:0.31667, testrun_4365653a
2023-04-29 22:55:30,295 - testrun_4365653a - [INFO] - [E:145| 200]: Train Loss:0.00041972, Val MRR:0.31667, testrun_4365653a
2023-04-29 22:57:12,501 - testrun_4365653a - [INFO] - [E:145| 300]: Train Loss:0.00041939, Val MRR:0.31667, testrun_4365653a
2023-04-29 22:58:52,688 - testrun_4365653a - [INFO] - [E:145| 400]: Train Loss:0.00042007, Val MRR:0.31667, testrun_4365653a
2023-04-29 23:00:38,511 - testrun_4365653a - [INFO] - [E:145| 500]: Train Loss:0.00041981, Val MRR:0.31667, testrun_4365653a
2023-04-29 23:02:20,583 - testrun_4365653a - [INFO] - [E:145| 600]: Train Loss:0.00041955, Val MRR:0.31667, testrun_4365653a
2023-04-29 23:03:59,387 - testrun_4365653a - [INFO] - [E:145| 700]: Train Loss:0.00041939, Val MRR:0.31667, testrun_4365653a
2023-04-29 23:05:39,971 - testrun_4365653a - [INFO] - [E:145| 800]: Train Loss:0.00041973, Val MRR:0.31667, testrun_4365653a
2023-04-29 23:05:47,777 - testrun_4365653a - [INFO] - [Epoch:145]: Training Loss:0.0004198
2023-04-29 23:05:48,174 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 23:05:57,300 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 23:06:06,265 - testrun_4365653a - [INFO] - [Evaluating Epoch 145 valid]:
MRR: Tail : 0.33509, Head : 0.30467, Avg : 0.31988
2023-04-29 23:06:09,762 - testrun_4365653a - [INFO] - [Epoch 145]: Training Loss: 0.00041978, Valid MRR: 0.31988,
2023-04-29 23:06:10,794 - testrun_4365653a - [INFO] - [E:146| 0]: Train Loss:0.00040733, Val MRR:0.31988, testrun_4365653a
2023-04-29 23:07:40,065 - testrun_4365653a - [INFO] - [E:146| 100]: Train Loss:0.00041681, Val MRR:0.31988, testrun_4365653a
2023-04-29 23:09:21,527 - testrun_4365653a - [INFO] - [E:146| 200]: Train Loss:0.0004172, Val MRR:0.31988, testrun_4365653a
2023-04-29 23:11:02,241 - testrun_4365653a - [INFO] - [E:146| 300]: Train Loss:0.0004173, Val MRR:0.31988, testrun_4365653a
2023-04-29 23:12:43,938 - testrun_4365653a - [INFO] - [E:146| 400]: Train Loss:0.00041743, Val MRR:0.31988, testrun_4365653a
2023-04-29 23:14:24,537 - testrun_4365653a - [INFO] - [E:146| 500]: Train Loss:0.00041868, Val MRR:0.31988, testrun_4365653a
2023-04-29 23:16:10,410 - testrun_4365653a - [INFO] - [E:146| 600]: Train Loss:0.00041882, Val MRR:0.31988, testrun_4365653a
2023-04-29 23:17:52,927 - testrun_4365653a - [INFO] - [E:146| 700]: Train Loss:0.00041883, Val MRR:0.31988, testrun_4365653a
2023-04-29 23:19:34,536 - testrun_4365653a - [INFO] - [E:146| 800]: Train Loss:0.00041875, Val MRR:0.31988, testrun_4365653a
2023-04-29 23:19:42,375 - testrun_4365653a - [INFO] - [Epoch:146]: Training Loss:0.0004187
2023-04-29 23:19:42,839 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 23:19:51,977 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 23:20:00,925 - testrun_4365653a - [INFO] - [Evaluating Epoch 146 valid]:
MRR: Tail : 0.33992, Head : 0.31202, Avg : 0.32597
2023-04-29 23:20:02,518 - testrun_4365653a - [INFO] - [Epoch 146]: Training Loss: 0.00041872, Valid MRR: 0.32597,
2023-04-29 23:20:03,775 - testrun_4365653a - [INFO] - [E:147| 0]: Train Loss:0.00041917, Val MRR:0.32597, testrun_4365653a
2023-04-29 23:21:46,127 - testrun_4365653a - [INFO] - [E:147| 100]: Train Loss:0.00041707, Val MRR:0.32597, testrun_4365653a
2023-04-29 23:23:28,604 - testrun_4365653a - [INFO] - [E:147| 200]: Train Loss:0.00041676, Val MRR:0.32597, testrun_4365653a
2023-04-29 23:25:05,291 - testrun_4365653a - [INFO] - [E:147| 300]: Train Loss:0.00041718, Val MRR:0.32597, testrun_4365653a
2023-04-29 23:26:46,797 - testrun_4365653a - [INFO] - [E:147| 400]: Train Loss:0.00041671, Val MRR:0.32597, testrun_4365653a
2023-04-29 23:28:26,683 - testrun_4365653a - [INFO] - [E:147| 500]: Train Loss:0.00041671, Val MRR:0.32597, testrun_4365653a
2023-04-29 23:30:08,178 - testrun_4365653a - [INFO] - [E:147| 600]: Train Loss:0.00041658, Val MRR:0.32597, testrun_4365653a
2023-04-29 23:31:55,194 - testrun_4365653a - [INFO] - [E:147| 700]: Train Loss:0.0004164, Val MRR:0.32597, testrun_4365653a
2023-04-29 23:33:36,539 - testrun_4365653a - [INFO] - [E:147| 800]: Train Loss:0.00041716, Val MRR:0.32597, testrun_4365653a
2023-04-29 23:33:44,476 - testrun_4365653a - [INFO] - [Epoch:147]: Training Loss:0.0004173
2023-04-29 23:33:44,940 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 23:33:54,019 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 23:34:02,930 - testrun_4365653a - [INFO] - [Evaluating Epoch 147 valid]:
MRR: Tail : 0.33799, Head : 0.3148, Avg : 0.32639
2023-04-29 23:34:04,517 - testrun_4365653a - [INFO] - [Epoch 147]: Training Loss: 0.00041727, Valid MRR: 0.32639,
2023-04-29 23:34:05,495 - testrun_4365653a - [INFO] - [E:148| 0]: Train Loss:0.00041433, Val MRR:0.32639, testrun_4365653a
2023-04-29 23:35:48,442 - testrun_4365653a - [INFO] - [E:148| 100]: Train Loss:0.00041615, Val MRR:0.32639, testrun_4365653a
2023-04-29 23:37:30,460 - testrun_4365653a - [INFO] - [E:148| 200]: Train Loss:0.00041453, Val MRR:0.32639, testrun_4365653a
2023-04-29 23:39:11,581 - testrun_4365653a - [INFO] - [E:148| 300]: Train Loss:0.00041534, Val MRR:0.32639, testrun_4365653a
2023-04-29 23:40:53,257 - testrun_4365653a - [INFO] - [E:148| 400]: Train Loss:0.00041505, Val MRR:0.32639, testrun_4365653a
2023-04-29 23:42:25,537 - testrun_4365653a - [INFO] - [E:148| 500]: Train Loss:0.00041519, Val MRR:0.32639, testrun_4365653a
2023-04-29 23:44:06,910 - testrun_4365653a - [INFO] - [E:148| 600]: Train Loss:0.00041579, Val MRR:0.32639, testrun_4365653a
2023-04-29 23:45:50,165 - testrun_4365653a - [INFO] - [E:148| 700]: Train Loss:0.00041598, Val MRR:0.32639, testrun_4365653a
2023-04-29 23:47:38,401 - testrun_4365653a - [INFO] - [E:148| 800]: Train Loss:0.0004164, Val MRR:0.32639, testrun_4365653a
2023-04-29 23:47:46,217 - testrun_4365653a - [INFO] - [Epoch:148]: Training Loss:0.0004164
2023-04-29 23:47:46,673 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-29 23:47:56,140 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-29 23:48:04,882 - testrun_4365653a - [INFO] - [Evaluating Epoch 148 valid]:
MRR: Tail : 0.34573, Head : 0.3186, Avg : 0.33216
2023-04-29 23:48:06,455 - testrun_4365653a - [INFO] - [Epoch 148]: Training Loss: 0.0004164, Valid MRR: 0.33216,
2023-04-29 23:48:07,634 - testrun_4365653a - [INFO] - [E:149| 0]: Train Loss:0.0004175, Val MRR:0.33216, testrun_4365653a
2023-04-29 23:49:48,838 - testrun_4365653a - [INFO] - [E:149| 100]: Train Loss:0.0004139, Val MRR:0.33216, testrun_4365653a
2023-04-29 23:51:30,448 - testrun_4365653a - [INFO] - [E:149| 200]: Train Loss:0.00041427, Val MRR:0.33216, testrun_4365653a
2023-04-29 23:53:10,964 - testrun_4365653a - [INFO] - [E:149| 300]: Train Loss:0.00041375, Val MRR:0.33216, testrun_4365653a
2023-04-29 23:54:53,007 - testrun_4365653a - [INFO] - [E:149| 400]: Train Loss:0.000414, Val MRR:0.33216, testrun_4365653a
2023-04-29 23:56:35,330 - testrun_4365653a - [INFO] - [E:149| 500]: Train Loss:0.00041456, Val MRR:0.33216, testrun_4365653a
2023-04-29 23:58:15,454 - testrun_4365653a - [INFO] - [E:149| 600]: Train Loss:0.00041496, Val MRR:0.33216, testrun_4365653a
2023-04-29 23:59:49,423 - testrun_4365653a - [INFO] - [E:149| 700]: Train Loss:0.00041492, Val MRR:0.33216, testrun_4365653a
2023-04-30 00:01:32,951 - testrun_4365653a - [INFO] - [E:149| 800]: Train Loss:0.00041519, Val MRR:0.33216, testrun_4365653a
2023-04-30 00:01:41,633 - testrun_4365653a - [INFO] - [Epoch:149]: Training Loss:0.0004152
2023-04-30 00:01:42,137 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 00:01:55,376 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 00:02:04,009 - testrun_4365653a - [INFO] - [Evaluating Epoch 149 valid]:
MRR: Tail : 0.3472, Head : 0.31768, Avg : 0.33244
MR: Tail : 5815.2, Head : 5429.2, Avg : 5622.2
Hit-1: Tail : 0.30257, Head : 0.2739, Avg : 0.28823
Hit-3: Tail : 0.36948, Head : 0.33751, Avg : 0.35349
Hit-10: Tail : 0.42551, Head : 0.3975, Avg : 0.4115
2023-04-30 00:02:07,731 - testrun_4365653a - [INFO] - [Epoch 149]: Training Loss: 0.00041523, Valid MRR: 0.33244,
2023-04-30 00:02:08,560 - testrun_4365653a - [INFO] - [E:150| 0]: Train Loss:0.00043819, Val MRR:0.33244, testrun_4365653a
2023-04-30 00:03:49,409 - testrun_4365653a - [INFO] - [E:150| 100]: Train Loss:0.00041437, Val MRR:0.33244, testrun_4365653a
2023-04-30 00:05:31,014 - testrun_4365653a - [INFO] - [E:150| 200]: Train Loss:0.00041448, Val MRR:0.33244, testrun_4365653a
2023-04-30 00:07:13,565 - testrun_4365653a - [INFO] - [E:150| 300]: Train Loss:0.00041294, Val MRR:0.33244, testrun_4365653a
2023-04-30 00:08:56,014 - testrun_4365653a - [INFO] - [E:150| 400]: Train Loss:0.00041376, Val MRR:0.33244, testrun_4365653a
2023-04-30 00:10:36,729 - testrun_4365653a - [INFO] - [E:150| 500]: Train Loss:0.00041359, Val MRR:0.33244, testrun_4365653a
2023-04-30 00:12:18,389 - testrun_4365653a - [INFO] - [E:150| 600]: Train Loss:0.00041384, Val MRR:0.33244, testrun_4365653a
2023-04-30 00:13:59,601 - testrun_4365653a - [INFO] - [E:150| 700]: Train Loss:0.00041442, Val MRR:0.33244, testrun_4365653a
2023-04-30 00:15:41,377 - testrun_4365653a - [INFO] - [E:150| 800]: Train Loss:0.0004141, Val MRR:0.33244, testrun_4365653a
2023-04-30 00:15:46,459 - testrun_4365653a - [INFO] - [Epoch:150]: Training Loss:0.0004142
2023-04-30 00:15:46,692 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 00:15:52,508 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 00:15:57,991 - testrun_4365653a - [INFO] - [Evaluating Epoch 150 valid]:
MRR: Tail : 0.34894, Head : 0.31888, Avg : 0.33391
2023-04-30 00:15:59,745 - testrun_4365653a - [INFO] - [Epoch 150]: Training Loss: 0.00041417, Valid MRR: 0.33391,
2023-04-30 00:16:00,418 - testrun_4365653a - [INFO] - [E:151| 0]: Train Loss:0.00044041, Val MRR:0.33391, testrun_4365653a
2023-04-30 00:17:46,567 - testrun_4365653a - [INFO] - [E:151| 100]: Train Loss:0.00041071, Val MRR:0.33391, testrun_4365653a
2023-04-30 00:19:28,337 - testrun_4365653a - [INFO] - [E:151| 200]: Train Loss:0.000412, Val MRR:0.33391, testrun_4365653a
2023-04-30 00:21:10,547 - testrun_4365653a - [INFO] - [E:151| 300]: Train Loss:0.00041237, Val MRR:0.33391, testrun_4365653a
2023-04-30 00:22:51,197 - testrun_4365653a - [INFO] - [E:151| 400]: Train Loss:0.00041242, Val MRR:0.33391, testrun_4365653a
2023-04-30 00:24:31,901 - testrun_4365653a - [INFO] - [E:151| 500]: Train Loss:0.00041226, Val MRR:0.33391, testrun_4365653a
2023-04-30 00:26:13,068 - testrun_4365653a - [INFO] - [E:151| 600]: Train Loss:0.00041228, Val MRR:0.33391, testrun_4365653a
2023-04-30 00:27:55,017 - testrun_4365653a - [INFO] - [E:151| 700]: Train Loss:0.00041261, Val MRR:0.33391, testrun_4365653a
2023-04-30 00:29:35,603 - testrun_4365653a - [INFO] - [E:151| 800]: Train Loss:0.00041283, Val MRR:0.33391, testrun_4365653a
2023-04-30 00:29:43,806 - testrun_4365653a - [INFO] - [Epoch:151]: Training Loss:0.0004128
2023-04-30 00:29:44,087 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 00:29:53,362 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 00:30:02,391 - testrun_4365653a - [INFO] - [Evaluating Epoch 151 valid]:
MRR: Tail : 0.35609, Head : 0.32384, Avg : 0.33996
2023-04-30 00:30:04,090 - testrun_4365653a - [INFO] - [Epoch 151]: Training Loss: 0.00041285, Valid MRR: 0.33996,
2023-04-30 00:30:05,309 - testrun_4365653a - [INFO] - [E:152| 0]: Train Loss:0.00040981, Val MRR:0.33996, testrun_4365653a
2023-04-30 00:31:45,311 - testrun_4365653a - [INFO] - [E:152| 100]: Train Loss:0.00041012, Val MRR:0.33996, testrun_4365653a
2023-04-30 00:33:23,207 - testrun_4365653a - [INFO] - [E:152| 200]: Train Loss:0.00041045, Val MRR:0.33996, testrun_4365653a
2023-04-30 00:35:05,245 - testrun_4365653a - [INFO] - [E:152| 300]: Train Loss:0.00041112, Val MRR:0.33996, testrun_4365653a
2023-04-30 00:36:46,231 - testrun_4365653a - [INFO] - [E:152| 400]: Train Loss:0.00041166, Val MRR:0.33996, testrun_4365653a
2023-04-30 00:38:28,814 - testrun_4365653a - [INFO] - [E:152| 500]: Train Loss:0.00041152, Val MRR:0.33996, testrun_4365653a
2023-04-30 00:40:11,513 - testrun_4365653a - [INFO] - [E:152| 600]: Train Loss:0.00041189, Val MRR:0.33996, testrun_4365653a
2023-04-30 00:41:53,463 - testrun_4365653a - [INFO] - [E:152| 700]: Train Loss:0.00041157, Val MRR:0.33996, testrun_4365653a
2023-04-30 00:43:33,287 - testrun_4365653a - [INFO] - [E:152| 800]: Train Loss:0.00041182, Val MRR:0.33996, testrun_4365653a
2023-04-30 00:43:40,750 - testrun_4365653a - [INFO] - [Epoch:152]: Training Loss:0.0004118
2023-04-30 00:43:41,160 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 00:43:50,345 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 00:43:59,136 - testrun_4365653a - [INFO] - [Evaluating Epoch 152 valid]:
MRR: Tail : 0.35599, Head : 0.32406, Avg : 0.34003
2023-04-30 00:44:02,868 - testrun_4365653a - [INFO] - [Epoch 152]: Training Loss: 0.00041183, Valid MRR: 0.34003,
2023-04-30 00:44:04,056 - testrun_4365653a - [INFO] - [E:153| 0]: Train Loss:0.00041441, Val MRR:0.34003, testrun_4365653a
2023-04-30 00:45:44,324 - testrun_4365653a - [INFO] - [E:153| 100]: Train Loss:0.00040758, Val MRR:0.34003, testrun_4365653a
2023-04-30 00:47:24,750 - testrun_4365653a - [INFO] - [E:153| 200]: Train Loss:0.00041021, Val MRR:0.34003, testrun_4365653a
2023-04-30 00:49:12,454 - testrun_4365653a - [INFO] - [E:153| 300]: Train Loss:0.00041066, Val MRR:0.34003, testrun_4365653a
2023-04-30 00:50:47,511 - testrun_4365653a - [INFO] - [E:153| 400]: Train Loss:0.00041069, Val MRR:0.34003, testrun_4365653a
2023-04-30 00:52:29,323 - testrun_4365653a - [INFO] - [E:153| 500]: Train Loss:0.00041048, Val MRR:0.34003, testrun_4365653a
2023-04-30 00:54:09,291 - testrun_4365653a - [INFO] - [E:153| 600]: Train Loss:0.00041045, Val MRR:0.34003, testrun_4365653a
2023-04-30 00:55:50,110 - testrun_4365653a - [INFO] - [E:153| 700]: Train Loss:0.00041096, Val MRR:0.34003, testrun_4365653a
2023-04-30 00:57:30,975 - testrun_4365653a - [INFO] - [E:153| 800]: Train Loss:0.00041111, Val MRR:0.34003, testrun_4365653a
2023-04-30 00:57:38,778 - testrun_4365653a - [INFO] - [Epoch:153]: Training Loss:0.0004111
2023-04-30 00:57:39,274 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 00:57:48,548 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 00:57:57,438 - testrun_4365653a - [INFO] - [Evaluating Epoch 153 valid]:
MRR: Tail : 0.3572, Head : 0.32473, Avg : 0.34096
2023-04-30 00:57:59,114 - testrun_4365653a - [INFO] - [Epoch 153]: Training Loss: 0.00041111, Valid MRR: 0.34096,
2023-04-30 00:58:00,355 - testrun_4365653a - [INFO] - [E:154| 0]: Train Loss:0.00038936, Val MRR:0.34096, testrun_4365653a
2023-04-30 00:59:40,668 - testrun_4365653a - [INFO] - [E:154| 100]: Train Loss:0.0004104, Val MRR:0.34096, testrun_4365653a
2023-04-30 01:01:23,522 - testrun_4365653a - [INFO] - [E:154| 200]: Train Loss:0.00041037, Val MRR:0.34096, testrun_4365653a
2023-04-30 01:03:08,991 - testrun_4365653a - [INFO] - [E:154| 300]: Train Loss:0.0004096, Val MRR:0.34096, testrun_4365653a
2023-04-30 01:04:51,859 - testrun_4365653a - [INFO] - [E:154| 400]: Train Loss:0.0004094, Val MRR:0.34096, testrun_4365653a
2023-04-30 01:06:34,025 - testrun_4365653a - [INFO] - [E:154| 500]: Train Loss:0.0004094, Val MRR:0.34096, testrun_4365653a
2023-04-30 01:08:05,739 - testrun_4365653a - [INFO] - [E:154| 600]: Train Loss:0.00040949, Val MRR:0.34096, testrun_4365653a
2023-04-30 01:09:47,688 - testrun_4365653a - [INFO] - [E:154| 700]: Train Loss:0.00040951, Val MRR:0.34096, testrun_4365653a
2023-04-30 01:11:29,264 - testrun_4365653a - [INFO] - [E:154| 800]: Train Loss:0.0004097, Val MRR:0.34096, testrun_4365653a
2023-04-30 01:11:37,051 - testrun_4365653a - [INFO] - [Epoch:154]: Training Loss:0.0004098
2023-04-30 01:11:37,467 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 01:11:46,531 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 01:11:55,367 - testrun_4365653a - [INFO] - [Evaluating Epoch 154 valid]:
MRR: Tail : 0.35613, Head : 0.32415, Avg : 0.34014
2023-04-30 01:11:55,368 - testrun_4365653a - [INFO] - [Epoch 154]: Training Loss: 0.00040985, Valid MRR: 0.34096,
2023-04-30 01:11:56,398 - testrun_4365653a - [INFO] - [E:155| 0]: Train Loss:0.00039594, Val MRR:0.34096, testrun_4365653a
2023-04-30 01:13:36,112 - testrun_4365653a - [INFO] - [E:155| 100]: Train Loss:0.00040897, Val MRR:0.34096, testrun_4365653a
2023-04-30 01:15:16,152 - testrun_4365653a - [INFO] - [E:155| 200]: Train Loss:0.00040794, Val MRR:0.34096, testrun_4365653a
2023-04-30 01:16:57,350 - testrun_4365653a - [INFO] - [E:155| 300]: Train Loss:0.00040774, Val MRR:0.34096, testrun_4365653a
2023-04-30 01:18:43,199 - testrun_4365653a - [INFO] - [E:155| 400]: Train Loss:0.00040796, Val MRR:0.34096, testrun_4365653a
2023-04-30 01:20:24,666 - testrun_4365653a - [INFO] - [E:155| 500]: Train Loss:0.00040768, Val MRR:0.34096, testrun_4365653a
2023-04-30 01:22:06,181 - testrun_4365653a - [INFO] - [E:155| 600]: Train Loss:0.00040807, Val MRR:0.34096, testrun_4365653a
2023-04-30 01:23:46,114 - testrun_4365653a - [INFO] - [E:155| 700]: Train Loss:0.00040848, Val MRR:0.34096, testrun_4365653a
2023-04-30 01:25:18,263 - testrun_4365653a - [INFO] - [E:155| 800]: Train Loss:0.00040876, Val MRR:0.34096, testrun_4365653a
2023-04-30 01:25:25,818 - testrun_4365653a - [INFO] - [Epoch:155]: Training Loss:0.0004087
2023-04-30 01:25:26,241 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 01:25:35,608 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 01:25:45,095 - testrun_4365653a - [INFO] - [Evaluating Epoch 155 valid]:
MRR: Tail : 0.35879, Head : 0.32954, Avg : 0.34416
2023-04-30 01:25:46,702 - testrun_4365653a - [INFO] - [Epoch 155]: Training Loss: 0.00040875, Valid MRR: 0.34416,
2023-04-30 01:25:47,888 - testrun_4365653a - [INFO] - [E:156| 0]: Train Loss:0.00040527, Val MRR:0.34416, testrun_4365653a
2023-04-30 01:27:28,933 - testrun_4365653a - [INFO] - [E:156| 100]: Train Loss:0.00040897, Val MRR:0.34416, testrun_4365653a
2023-04-30 01:29:09,042 - testrun_4365653a - [INFO] - [E:156| 200]: Train Loss:0.00040781, Val MRR:0.34416, testrun_4365653a
2023-04-30 01:30:49,408 - testrun_4365653a - [INFO] - [E:156| 300]: Train Loss:0.00040761, Val MRR:0.34416, testrun_4365653a
2023-04-30 01:32:33,560 - testrun_4365653a - [INFO] - [E:156| 400]: Train Loss:0.00040776, Val MRR:0.34416, testrun_4365653a
2023-04-30 01:34:19,861 - testrun_4365653a - [INFO] - [E:156| 500]: Train Loss:0.00040754, Val MRR:0.34416, testrun_4365653a
2023-04-30 01:36:00,776 - testrun_4365653a - [INFO] - [E:156| 600]: Train Loss:0.00040703, Val MRR:0.34416, testrun_4365653a
2023-04-30 01:37:46,272 - testrun_4365653a - [INFO] - [E:156| 700]: Train Loss:0.00040713, Val MRR:0.34416, testrun_4365653a
2023-04-30 01:39:26,329 - testrun_4365653a - [INFO] - [E:156| 800]: Train Loss:0.00040755, Val MRR:0.34416, testrun_4365653a
2023-04-30 01:39:34,313 - testrun_4365653a - [INFO] - [Epoch:156]: Training Loss:0.0004076
2023-04-30 01:39:34,881 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 01:39:43,865 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 01:39:52,948 - testrun_4365653a - [INFO] - [Evaluating Epoch 156 valid]:
MRR: Tail : 0.36568, Head : 0.33425, Avg : 0.34996
2023-04-30 01:39:54,532 - testrun_4365653a - [INFO] - [Epoch 156]: Training Loss: 0.00040758, Valid MRR: 0.34996,
2023-04-30 01:39:55,321 - testrun_4365653a - [INFO] - [E:157| 0]: Train Loss:0.00040678, Val MRR:0.34996, testrun_4365653a
2023-04-30 01:41:27,949 - testrun_4365653a - [INFO] - [E:157| 100]: Train Loss:0.00040763, Val MRR:0.34996, testrun_4365653a
2023-04-30 01:43:05,593 - testrun_4365653a - [INFO] - [E:157| 200]: Train Loss:0.00040543, Val MRR:0.34996, testrun_4365653a
2023-04-30 01:44:47,761 - testrun_4365653a - [INFO] - [E:157| 300]: Train Loss:0.00040641, Val MRR:0.34996, testrun_4365653a
2023-04-30 01:46:27,642 - testrun_4365653a - [INFO] - [E:157| 400]: Train Loss:0.00040625, Val MRR:0.34996, testrun_4365653a
2023-04-30 01:48:09,947 - testrun_4365653a - [INFO] - [E:157| 500]: Train Loss:0.00040622, Val MRR:0.34996, testrun_4365653a
2023-04-30 01:49:54,844 - testrun_4365653a - [INFO] - [E:157| 600]: Train Loss:0.0004062, Val MRR:0.34996, testrun_4365653a
2023-04-30 01:51:34,934 - testrun_4365653a - [INFO] - [E:157| 700]: Train Loss:0.00040651, Val MRR:0.34996, testrun_4365653a
2023-04-30 01:53:15,309 - testrun_4365653a - [INFO] - [E:157| 800]: Train Loss:0.00040676, Val MRR:0.34996, testrun_4365653a
2023-04-30 01:53:23,112 - testrun_4365653a - [INFO] - [Epoch:157]: Training Loss:0.0004067
2023-04-30 01:53:23,383 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 01:53:32,405 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 01:53:41,417 - testrun_4365653a - [INFO] - [Evaluating Epoch 157 valid]:
MRR: Tail : 0.36645, Head : 0.33689, Avg : 0.35167
2023-04-30 01:53:43,060 - testrun_4365653a - [INFO] - [Epoch 157]: Training Loss: 0.00040674, Valid MRR: 0.35167,
2023-04-30 01:53:44,408 - testrun_4365653a - [INFO] - [E:158| 0]: Train Loss:0.00040523, Val MRR:0.35167, testrun_4365653a
2023-04-30 01:55:27,731 - testrun_4365653a - [INFO] - [E:158| 100]: Train Loss:0.00040527, Val MRR:0.35167, testrun_4365653a
2023-04-30 01:57:07,222 - testrun_4365653a - [INFO] - [E:158| 200]: Train Loss:0.0004055, Val MRR:0.35167, testrun_4365653a
2023-04-30 01:58:40,402 - testrun_4365653a - [INFO] - [E:158| 300]: Train Loss:0.00040656, Val MRR:0.35167, testrun_4365653a
2023-04-30 02:00:21,928 - testrun_4365653a - [INFO] - [E:158| 400]: Train Loss:0.00040584, Val MRR:0.35167, testrun_4365653a
2023-04-30 02:02:03,613 - testrun_4365653a - [INFO] - [E:158| 500]: Train Loss:0.00040597, Val MRR:0.35167, testrun_4365653a
2023-04-30 02:03:44,586 - testrun_4365653a - [INFO] - [E:158| 600]: Train Loss:0.00040615, Val MRR:0.35167, testrun_4365653a
2023-04-30 02:05:29,043 - testrun_4365653a - [INFO] - [E:158| 700]: Train Loss:0.00040615, Val MRR:0.35167, testrun_4365653a
2023-04-30 02:07:09,560 - testrun_4365653a - [INFO] - [E:158| 800]: Train Loss:0.00040608, Val MRR:0.35167, testrun_4365653a
2023-04-30 02:07:17,506 - testrun_4365653a - [INFO] - [Epoch:158]: Training Loss:0.000406
2023-04-30 02:07:17,937 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 02:07:27,028 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 02:07:35,741 - testrun_4365653a - [INFO] - [Evaluating Epoch 158 valid]:
MRR: Tail : 0.36813, Head : 0.33861, Avg : 0.35337
2023-04-30 02:07:37,313 - testrun_4365653a - [INFO] - [Epoch 158]: Training Loss: 0.00040604, Valid MRR: 0.35337,
2023-04-30 02:07:38,100 - testrun_4365653a - [INFO] - [E:159| 0]: Train Loss:0.00039989, Val MRR:0.35337, testrun_4365653a
2023-04-30 02:09:18,067 - testrun_4365653a - [INFO] - [E:159| 100]: Train Loss:0.00040391, Val MRR:0.35337, testrun_4365653a
2023-04-30 02:10:59,661 - testrun_4365653a - [INFO] - [E:159| 200]: Train Loss:0.00040347, Val MRR:0.35337, testrun_4365653a
2023-04-30 02:12:43,400 - testrun_4365653a - [INFO] - [E:159| 300]: Train Loss:0.00040361, Val MRR:0.35337, testrun_4365653a
2023-04-30 02:14:24,605 - testrun_4365653a - [INFO] - [E:159| 400]: Train Loss:0.00040434, Val MRR:0.35337, testrun_4365653a
2023-04-30 02:15:54,961 - testrun_4365653a - [INFO] - [E:159| 500]: Train Loss:0.00040447, Val MRR:0.35337, testrun_4365653a
2023-04-30 02:17:36,626 - testrun_4365653a - [INFO] - [E:159| 600]: Train Loss:0.00040454, Val MRR:0.35337, testrun_4365653a
2023-04-30 02:19:17,203 - testrun_4365653a - [INFO] - [E:159| 700]: Train Loss:0.0004054, Val MRR:0.35337, testrun_4365653a
2023-04-30 02:21:03,568 - testrun_4365653a - [INFO] - [E:159| 800]: Train Loss:0.00040535, Val MRR:0.35337, testrun_4365653a
2023-04-30 02:21:11,509 - testrun_4365653a - [INFO] - [Epoch:159]: Training Loss:0.0004053
2023-04-30 02:21:11,967 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 02:21:21,084 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 02:21:29,935 - testrun_4365653a - [INFO] - [Evaluating Epoch 159 valid]:
MRR: Tail : 0.37383, Head : 0.3397, Avg : 0.35676
MR: Tail : 5760.4, Head : 5383.3, Avg : 5571.9
Hit-1: Tail : 0.33289, Head : 0.29466, Avg : 0.31378
Hit-3: Tail : 0.39255, Head : 0.36256, Avg : 0.37755
Hit-10: Tail : 0.44759, Head : 0.42815, Avg : 0.43787
2023-04-30 02:21:31,612 - testrun_4365653a - [INFO] - [Epoch 159]: Training Loss: 0.00040531, Valid MRR: 0.35676,
2023-04-30 02:21:32,673 - testrun_4365653a - [INFO] - [E:160| 0]: Train Loss:0.00039425, Val MRR:0.35676, testrun_4365653a
2023-04-30 02:23:13,671 - testrun_4365653a - [INFO] - [E:160| 100]: Train Loss:0.00040485, Val MRR:0.35676, testrun_4365653a
2023-04-30 02:24:55,108 - testrun_4365653a - [INFO] - [E:160| 200]: Train Loss:0.00040506, Val MRR:0.35676, testrun_4365653a
2023-04-30 02:26:37,332 - testrun_4365653a - [INFO] - [E:160| 300]: Train Loss:0.00040418, Val MRR:0.35676, testrun_4365653a
2023-04-30 02:28:20,111 - testrun_4365653a - [INFO] - [E:160| 400]: Train Loss:0.00040424, Val MRR:0.35676, testrun_4365653a
2023-04-30 02:30:02,135 - testrun_4365653a - [INFO] - [E:160| 500]: Train Loss:0.00040439, Val MRR:0.35676, testrun_4365653a
2023-04-30 02:31:45,024 - testrun_4365653a - [INFO] - [E:160| 600]: Train Loss:0.00040425, Val MRR:0.35676, testrun_4365653a
2023-04-30 02:33:16,227 - testrun_4365653a - [INFO] - [E:160| 700]: Train Loss:0.0004039, Val MRR:0.35676, testrun_4365653a
2023-04-30 02:34:59,814 - testrun_4365653a - [INFO] - [E:160| 800]: Train Loss:0.0004042, Val MRR:0.35676, testrun_4365653a
2023-04-30 02:35:07,359 - testrun_4365653a - [INFO] - [Epoch:160]: Training Loss:0.0004042
2023-04-30 02:35:07,678 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 02:35:17,001 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 02:35:30,209 - testrun_4365653a - [INFO] - [Evaluating Epoch 160 valid]:
MRR: Tail : 0.37158, Head : 0.34228, Avg : 0.35693
2023-04-30 02:35:34,194 - testrun_4365653a - [INFO] - [Epoch 160]: Training Loss: 0.00040422, Valid MRR: 0.35693,
2023-04-30 02:35:35,005 - testrun_4365653a - [INFO] - [E:161| 0]: Train Loss:0.00041147, Val MRR:0.35693, testrun_4365653a
2023-04-30 02:37:16,753 - testrun_4365653a - [INFO] - [E:161| 100]: Train Loss:0.00040189, Val MRR:0.35693, testrun_4365653a
2023-04-30 02:38:57,772 - testrun_4365653a - [INFO] - [E:161| 200]: Train Loss:0.00040103, Val MRR:0.35693, testrun_4365653a
2023-04-30 02:40:39,733 - testrun_4365653a - [INFO] - [E:161| 300]: Train Loss:0.00040233, Val MRR:0.35693, testrun_4365653a
2023-04-30 02:42:20,697 - testrun_4365653a - [INFO] - [E:161| 400]: Train Loss:0.00040284, Val MRR:0.35693, testrun_4365653a
2023-04-30 02:44:00,710 - testrun_4365653a - [INFO] - [E:161| 500]: Train Loss:0.0004024, Val MRR:0.35693, testrun_4365653a
2023-04-30 02:45:42,650 - testrun_4365653a - [INFO] - [E:161| 600]: Train Loss:0.00040216, Val MRR:0.35693, testrun_4365653a
2023-04-30 02:47:23,875 - testrun_4365653a - [INFO] - [E:161| 700]: Train Loss:0.00040256, Val MRR:0.35693, testrun_4365653a
2023-04-30 02:49:04,511 - testrun_4365653a - [INFO] - [E:161| 800]: Train Loss:0.0004027, Val MRR:0.35693, testrun_4365653a
2023-04-30 02:49:12,515 - testrun_4365653a - [INFO] - [Epoch:161]: Training Loss:0.0004027
2023-04-30 02:49:12,841 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 02:49:21,956 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 02:49:30,342 - testrun_4365653a - [INFO] - [Evaluating Epoch 161 valid]:
MRR: Tail : 0.37317, Head : 0.34529, Avg : 0.35923
2023-04-30 02:49:31,970 - testrun_4365653a - [INFO] - [Epoch 161]: Training Loss: 0.00040274, Valid MRR: 0.35923,
2023-04-30 02:49:32,735 - testrun_4365653a - [INFO] - [E:162| 0]: Train Loss:0.00038522, Val MRR:0.35923, testrun_4365653a
2023-04-30 02:51:12,716 - testrun_4365653a - [INFO] - [E:162| 100]: Train Loss:0.00039798, Val MRR:0.35923, testrun_4365653a
2023-04-30 02:52:53,123 - testrun_4365653a - [INFO] - [E:162| 200]: Train Loss:0.00039995, Val MRR:0.35923, testrun_4365653a
2023-04-30 02:54:35,063 - testrun_4365653a - [INFO] - [E:162| 300]: Train Loss:0.00040118, Val MRR:0.35923, testrun_4365653a
2023-04-30 02:56:16,914 - testrun_4365653a - [INFO] - [E:162| 400]: Train Loss:0.00040087, Val MRR:0.35923, testrun_4365653a
2023-04-30 02:57:58,297 - testrun_4365653a - [INFO] - [E:162| 500]: Train Loss:0.00040195, Val MRR:0.35923, testrun_4365653a
2023-04-30 02:59:39,012 - testrun_4365653a - [INFO] - [E:162| 600]: Train Loss:0.00040221, Val MRR:0.35923, testrun_4365653a
2023-04-30 03:01:19,408 - testrun_4365653a - [INFO] - [E:162| 700]: Train Loss:0.00040203, Val MRR:0.35923, testrun_4365653a
2023-04-30 03:03:01,593 - testrun_4365653a - [INFO] - [E:162| 800]: Train Loss:0.00040252, Val MRR:0.35923, testrun_4365653a
2023-04-30 03:03:09,227 - testrun_4365653a - [INFO] - [Epoch:162]: Training Loss:0.0004026
2023-04-30 03:03:09,653 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 03:03:18,814 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 03:03:27,630 - testrun_4365653a - [INFO] - [Evaluating Epoch 162 valid]:
MRR: Tail : 0.3765, Head : 0.35015, Avg : 0.36333
2023-04-30 03:03:29,237 - testrun_4365653a - [INFO] - [Epoch 162]: Training Loss: 0.00040258, Valid MRR: 0.36333,
2023-04-30 03:03:30,269 - testrun_4365653a - [INFO] - [E:163| 0]: Train Loss:0.00039083, Val MRR:0.36333, testrun_4365653a
2023-04-30 03:05:12,940 - testrun_4365653a - [INFO] - [E:163| 100]: Train Loss:0.00040133, Val MRR:0.36333, testrun_4365653a
2023-04-30 03:06:55,198 - testrun_4365653a - [INFO] - [E:163| 200]: Train Loss:0.00040089, Val MRR:0.36333, testrun_4365653a
2023-04-30 03:08:32,469 - testrun_4365653a - [INFO] - [E:163| 300]: Train Loss:0.0004014, Val MRR:0.36333, testrun_4365653a
2023-04-30 03:10:16,140 - testrun_4365653a - [INFO] - [E:163| 400]: Train Loss:0.00040157, Val MRR:0.36333, testrun_4365653a
2023-04-30 03:11:57,923 - testrun_4365653a - [INFO] - [E:163| 500]: Train Loss:0.00040127, Val MRR:0.36333, testrun_4365653a
2023-04-30 03:13:37,867 - testrun_4365653a - [INFO] - [E:163| 600]: Train Loss:0.00040105, Val MRR:0.36333, testrun_4365653a
2023-04-30 03:15:19,493 - testrun_4365653a - [INFO] - [E:163| 700]: Train Loss:0.00040134, Val MRR:0.36333, testrun_4365653a
2023-04-30 03:16:59,988 - testrun_4365653a - [INFO] - [E:163| 800]: Train Loss:0.0004013, Val MRR:0.36333, testrun_4365653a
2023-04-30 03:17:07,999 - testrun_4365653a - [INFO] - [Epoch:163]: Training Loss:0.0004013
2023-04-30 03:17:08,438 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 03:17:17,818 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 03:17:26,807 - testrun_4365653a - [INFO] - [Evaluating Epoch 163 valid]:
MRR: Tail : 0.38028, Head : 0.35116, Avg : 0.36572
2023-04-30 03:17:28,540 - testrun_4365653a - [INFO] - [Epoch 163]: Training Loss: 0.00040129, Valid MRR: 0.36572,
2023-04-30 03:17:29,726 - testrun_4365653a - [INFO] - [E:164| 0]: Train Loss:0.00039113, Val MRR:0.36572, testrun_4365653a
2023-04-30 03:19:11,506 - testrun_4365653a - [INFO] - [E:164| 100]: Train Loss:0.00039866, Val MRR:0.36572, testrun_4365653a
2023-04-30 03:20:53,551 - testrun_4365653a - [INFO] - [E:164| 200]: Train Loss:0.00039921, Val MRR:0.36572, testrun_4365653a
2023-04-30 03:22:40,572 - testrun_4365653a - [INFO] - [E:164| 300]: Train Loss:0.00040067, Val MRR:0.36572, testrun_4365653a
2023-04-30 03:24:13,558 - testrun_4365653a - [INFO] - [E:164| 400]: Train Loss:0.00040027, Val MRR:0.36572, testrun_4365653a
2023-04-30 03:25:54,096 - testrun_4365653a - [INFO] - [E:164| 500]: Train Loss:0.0004003, Val MRR:0.36572, testrun_4365653a
2023-04-30 03:27:35,413 - testrun_4365653a - [INFO] - [E:164| 600]: Train Loss:0.00039998, Val MRR:0.36572, testrun_4365653a
2023-04-30 03:29:15,941 - testrun_4365653a - [INFO] - [E:164| 700]: Train Loss:0.00040005, Val MRR:0.36572, testrun_4365653a
2023-04-30 03:30:57,440 - testrun_4365653a - [INFO] - [E:164| 800]: Train Loss:0.0004001, Val MRR:0.36572, testrun_4365653a
2023-04-30 03:31:05,273 - testrun_4365653a - [INFO] - [Epoch:164]: Training Loss:0.0004001
2023-04-30 03:31:05,600 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 03:31:14,760 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 03:31:23,864 - testrun_4365653a - [INFO] - [Evaluating Epoch 164 valid]:
MRR: Tail : 0.382, Head : 0.35438, Avg : 0.36819
2023-04-30 03:31:25,466 - testrun_4365653a - [INFO] - [Epoch 164]: Training Loss: 0.00040009, Valid MRR: 0.36819,
2023-04-30 03:31:26,411 - testrun_4365653a - [INFO] - [E:165| 0]: Train Loss:0.00040267, Val MRR:0.36819, testrun_4365653a
2023-04-30 03:33:07,806 - testrun_4365653a - [INFO] - [E:165| 100]: Train Loss:0.00039765, Val MRR:0.36819, testrun_4365653a
2023-04-30 03:34:48,052 - testrun_4365653a - [INFO] - [E:165| 200]: Train Loss:0.00039941, Val MRR:0.36819, testrun_4365653a
2023-04-30 03:36:29,682 - testrun_4365653a - [INFO] - [E:165| 300]: Train Loss:0.00039939, Val MRR:0.36819, testrun_4365653a
2023-04-30 03:38:13,517 - testrun_4365653a - [INFO] - [E:165| 400]: Train Loss:0.00039925, Val MRR:0.36819, testrun_4365653a
2023-04-30 03:39:53,988 - testrun_4365653a - [INFO] - [E:165| 500]: Train Loss:0.0003989, Val MRR:0.36819, testrun_4365653a
2023-04-30 03:41:25,890 - testrun_4365653a - [INFO] - [E:165| 600]: Train Loss:0.00039863, Val MRR:0.36819, testrun_4365653a
2023-04-30 03:43:07,233 - testrun_4365653a - [INFO] - [E:165| 700]: Train Loss:0.00039906, Val MRR:0.36819, testrun_4365653a
2023-04-30 03:44:47,655 - testrun_4365653a - [INFO] - [E:165| 800]: Train Loss:0.00039942, Val MRR:0.36819, testrun_4365653a
2023-04-30 03:44:55,987 - testrun_4365653a - [INFO] - [Epoch:165]: Training Loss:0.0003993
2023-04-30 03:44:56,258 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 03:45:05,805 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 03:45:14,751 - testrun_4365653a - [INFO] - [Evaluating Epoch 165 valid]:
MRR: Tail : 0.38351, Head : 0.35505, Avg : 0.36928
2023-04-30 03:45:16,367 - testrun_4365653a - [INFO] - [Epoch 165]: Training Loss: 0.00039935, Valid MRR: 0.36928,
2023-04-30 03:45:17,338 - testrun_4365653a - [INFO] - [E:166| 0]: Train Loss:0.00039936, Val MRR:0.36928, testrun_4365653a
2023-04-30 03:47:01,136 - testrun_4365653a - [INFO] - [E:166| 100]: Train Loss:0.00039822, Val MRR:0.36928, testrun_4365653a
2023-04-30 03:48:45,043 - testrun_4365653a - [INFO] - [E:166| 200]: Train Loss:0.0003979, Val MRR:0.36928, testrun_4365653a
2023-04-30 03:50:26,072 - testrun_4365653a - [INFO] - [E:166| 300]: Train Loss:0.00039741, Val MRR:0.36928, testrun_4365653a
2023-04-30 03:52:11,416 - testrun_4365653a - [INFO] - [E:166| 400]: Train Loss:0.00039768, Val MRR:0.36928, testrun_4365653a
2023-04-30 03:53:53,948 - testrun_4365653a - [INFO] - [E:166| 500]: Train Loss:0.00039814, Val MRR:0.36928, testrun_4365653a
2023-04-30 03:55:35,032 - testrun_4365653a - [INFO] - [E:166| 600]: Train Loss:0.00039785, Val MRR:0.36928, testrun_4365653a
2023-04-30 03:57:19,193 - testrun_4365653a - [INFO] - [E:166| 700]: Train Loss:0.0003983, Val MRR:0.36928, testrun_4365653a
2023-04-30 03:58:50,732 - testrun_4365653a - [INFO] - [E:166| 800]: Train Loss:0.00039818, Val MRR:0.36928, testrun_4365653a
2023-04-30 03:58:59,039 - testrun_4365653a - [INFO] - [Epoch:166]: Training Loss:0.0003983
2023-04-30 03:58:59,566 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 03:59:08,731 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 03:59:17,814 - testrun_4365653a - [INFO] - [Evaluating Epoch 166 valid]:
MRR: Tail : 0.38494, Head : 0.35568, Avg : 0.37031
2023-04-30 03:59:19,430 - testrun_4365653a - [INFO] - [Epoch 166]: Training Loss: 0.00039826, Valid MRR: 0.37031,
2023-04-30 03:59:20,617 - testrun_4365653a - [INFO] - [E:167| 0]: Train Loss:0.00038437, Val MRR:0.37031, testrun_4365653a
2023-04-30 04:01:02,364 - testrun_4365653a - [INFO] - [E:167| 100]: Train Loss:0.00039429, Val MRR:0.37031, testrun_4365653a
2023-04-30 04:02:43,297 - testrun_4365653a - [INFO] - [E:167| 200]: Train Loss:0.00039599, Val MRR:0.37031, testrun_4365653a
2023-04-30 04:04:24,501 - testrun_4365653a - [INFO] - [E:167| 300]: Train Loss:0.00039571, Val MRR:0.37031, testrun_4365653a
2023-04-30 04:06:07,043 - testrun_4365653a - [INFO] - [E:167| 400]: Train Loss:0.00039564, Val MRR:0.37031, testrun_4365653a
2023-04-30 04:07:53,038 - testrun_4365653a - [INFO] - [E:167| 500]: Train Loss:0.00039671, Val MRR:0.37031, testrun_4365653a
2023-04-30 04:09:34,627 - testrun_4365653a - [INFO] - [E:167| 600]: Train Loss:0.00039735, Val MRR:0.37031, testrun_4365653a
2023-04-30 04:11:16,425 - testrun_4365653a - [INFO] - [E:167| 700]: Train Loss:0.0003976, Val MRR:0.37031, testrun_4365653a
2023-04-30 04:12:59,263 - testrun_4365653a - [INFO] - [E:167| 800]: Train Loss:0.00039771, Val MRR:0.37031, testrun_4365653a
2023-04-30 04:13:08,109 - testrun_4365653a - [INFO] - [Epoch:167]: Training Loss:0.0003978
2023-04-30 04:13:08,526 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 04:13:17,785 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 04:13:26,489 - testrun_4365653a - [INFO] - [Evaluating Epoch 167 valid]:
MRR: Tail : 0.38725, Head : 0.35912, Avg : 0.37319
2023-04-30 04:13:28,078 - testrun_4365653a - [INFO] - [Epoch 167]: Training Loss: 0.00039775, Valid MRR: 0.37319,
2023-04-30 04:13:29,331 - testrun_4365653a - [INFO] - [E:168| 0]: Train Loss:0.00039169, Val MRR:0.37319, testrun_4365653a
2023-04-30 04:15:09,849 - testrun_4365653a - [INFO] - [E:168| 100]: Train Loss:0.00039374, Val MRR:0.37319, testrun_4365653a
2023-04-30 04:16:44,890 - testrun_4365653a - [INFO] - [E:168| 200]: Train Loss:0.00039477, Val MRR:0.37319, testrun_4365653a
2023-04-30 04:18:25,414 - testrun_4365653a - [INFO] - [E:168| 300]: Train Loss:0.00039523, Val MRR:0.37319, testrun_4365653a
2023-04-30 04:20:08,422 - testrun_4365653a - [INFO] - [E:168| 400]: Train Loss:0.00039552, Val MRR:0.37319, testrun_4365653a
2023-04-30 04:21:54,343 - testrun_4365653a - [INFO] - [E:168| 500]: Train Loss:0.0003961, Val MRR:0.37319, testrun_4365653a
2023-04-30 04:23:41,178 - testrun_4365653a - [INFO] - [E:168| 600]: Train Loss:0.00039625, Val MRR:0.37319, testrun_4365653a
2023-04-30 04:25:22,919 - testrun_4365653a - [INFO] - [E:168| 700]: Train Loss:0.00039626, Val MRR:0.37319, testrun_4365653a
2023-04-30 04:27:03,196 - testrun_4365653a - [INFO] - [E:168| 800]: Train Loss:0.00039672, Val MRR:0.37319, testrun_4365653a
2023-04-30 04:27:10,695 - testrun_4365653a - [INFO] - [Epoch:168]: Training Loss:0.0003967
2023-04-30 04:27:11,121 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 04:27:20,352 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 04:27:29,426 - testrun_4365653a - [INFO] - [Evaluating Epoch 168 valid]:
MRR: Tail : 0.38869, Head : 0.35981, Avg : 0.37425
2023-04-30 04:27:31,033 - testrun_4365653a - [INFO] - [Epoch 168]: Training Loss: 0.00039667, Valid MRR: 0.37425,
2023-04-30 04:27:31,858 - testrun_4365653a - [INFO] - [E:169| 0]: Train Loss:0.00039712, Val MRR:0.37425, testrun_4365653a
2023-04-30 04:29:14,548 - testrun_4365653a - [INFO] - [E:169| 100]: Train Loss:0.00039784, Val MRR:0.37425, testrun_4365653a
2023-04-30 04:30:56,392 - testrun_4365653a - [INFO] - [E:169| 200]: Train Loss:0.0003961, Val MRR:0.37425, testrun_4365653a
2023-04-30 04:32:29,623 - testrun_4365653a - [INFO] - [E:169| 300]: Train Loss:0.00039587, Val MRR:0.37425, testrun_4365653a
2023-04-30 04:34:10,184 - testrun_4365653a - [INFO] - [E:169| 400]: Train Loss:0.0003957, Val MRR:0.37425, testrun_4365653a
2023-04-30 04:35:51,642 - testrun_4365653a - [INFO] - [E:169| 500]: Train Loss:0.00039612, Val MRR:0.37425, testrun_4365653a
2023-04-30 04:37:32,083 - testrun_4365653a - [INFO] - [E:169| 600]: Train Loss:0.00039638, Val MRR:0.37425, testrun_4365653a
2023-04-30 04:39:17,275 - testrun_4365653a - [INFO] - [E:169| 700]: Train Loss:0.00039599, Val MRR:0.37425, testrun_4365653a
2023-04-30 04:41:01,067 - testrun_4365653a - [INFO] - [E:169| 800]: Train Loss:0.00039594, Val MRR:0.37425, testrun_4365653a
2023-04-30 04:41:08,462 - testrun_4365653a - [INFO] - [Epoch:169]: Training Loss:0.0003959
2023-04-30 04:41:08,789 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 04:41:17,959 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 04:41:26,923 - testrun_4365653a - [INFO] - [Evaluating Epoch 169 valid]:
MRR: Tail : 0.3942, Head : 0.36177, Avg : 0.37798
MR: Tail : 5830.8, Head : 5366.8, Avg : 5598.8
Hit-1: Tail : 0.35498, Head : 0.31872, Avg : 0.33685
Hit-3: Tail : 0.41595, Head : 0.3853, Avg : 0.40063
Hit-10: Tail : 0.46506, Head : 0.44034, Avg : 0.4527
2023-04-30 04:41:28,519 - testrun_4365653a - [INFO] - [Epoch 169]: Training Loss: 0.00039586, Valid MRR: 0.37798,
2023-04-30 04:41:29,699 - testrun_4365653a - [INFO] - [E:170| 0]: Train Loss:0.00039037, Val MRR:0.37798, testrun_4365653a
2023-04-30 04:43:11,668 - testrun_4365653a - [INFO] - [E:170| 100]: Train Loss:0.0003935, Val MRR:0.37798, testrun_4365653a
2023-04-30 04:44:50,607 - testrun_4365653a - [INFO] - [E:170| 200]: Train Loss:0.00039345, Val MRR:0.37798, testrun_4365653a
2023-04-30 04:46:32,159 - testrun_4365653a - [INFO] - [E:170| 300]: Train Loss:0.00039358, Val MRR:0.37798, testrun_4365653a
2023-04-30 04:48:14,893 - testrun_4365653a - [INFO] - [E:170| 400]: Train Loss:0.00039473, Val MRR:0.37798, testrun_4365653a
2023-04-30 04:49:46,251 - testrun_4365653a - [INFO] - [E:170| 500]: Train Loss:0.00039482, Val MRR:0.37798, testrun_4365653a
2023-04-30 04:51:28,016 - testrun_4365653a - [INFO] - [E:170| 600]: Train Loss:0.00039459, Val MRR:0.37798, testrun_4365653a
2023-04-30 04:53:09,429 - testrun_4365653a - [INFO] - [E:170| 700]: Train Loss:0.00039489, Val MRR:0.37798, testrun_4365653a
2023-04-30 04:54:57,272 - testrun_4365653a - [INFO] - [E:170| 800]: Train Loss:0.00039488, Val MRR:0.37798, testrun_4365653a
2023-04-30 04:55:05,426 - testrun_4365653a - [INFO] - [Epoch:170]: Training Loss:0.0003949
2023-04-30 04:55:05,736 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 04:55:15,136 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 04:55:24,431 - testrun_4365653a - [INFO] - [Evaluating Epoch 170 valid]:
MRR: Tail : 0.39358, Head : 0.36313, Avg : 0.37836
2023-04-30 04:55:26,047 - testrun_4365653a - [INFO] - [Epoch 170]: Training Loss: 0.00039494, Valid MRR: 0.37836,
2023-04-30 04:55:26,957 - testrun_4365653a - [INFO] - [E:171| 0]: Train Loss:0.00040769, Val MRR:0.37836, testrun_4365653a
2023-04-30 04:57:09,190 - testrun_4365653a - [INFO] - [E:171| 100]: Train Loss:0.00039165, Val MRR:0.37836, testrun_4365653a
2023-04-30 04:58:51,602 - testrun_4365653a - [INFO] - [E:171| 200]: Train Loss:0.00039233, Val MRR:0.37836, testrun_4365653a
2023-04-30 05:00:33,054 - testrun_4365653a - [INFO] - [E:171| 300]: Train Loss:0.0003929, Val MRR:0.37836, testrun_4365653a
2023-04-30 05:02:12,950 - testrun_4365653a - [INFO] - [E:171| 400]: Train Loss:0.00039318, Val MRR:0.37836, testrun_4365653a
2023-04-30 05:03:54,620 - testrun_4365653a - [INFO] - [E:171| 500]: Train Loss:0.00039367, Val MRR:0.37836, testrun_4365653a
2023-04-30 05:05:36,748 - testrun_4365653a - [INFO] - [E:171| 600]: Train Loss:0.00039372, Val MRR:0.37836, testrun_4365653a
2023-04-30 05:07:09,199 - testrun_4365653a - [INFO] - [E:171| 700]: Train Loss:0.00039378, Val MRR:0.37836, testrun_4365653a
2023-04-30 05:08:55,666 - testrun_4365653a - [INFO] - [E:171| 800]: Train Loss:0.00039403, Val MRR:0.37836, testrun_4365653a
2023-04-30 05:09:04,654 - testrun_4365653a - [INFO] - [Epoch:171]: Training Loss:0.000394
2023-04-30 05:09:05,076 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 05:09:14,279 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 05:09:23,025 - testrun_4365653a - [INFO] - [Evaluating Epoch 171 valid]:
MRR: Tail : 0.39262, Head : 0.36487, Avg : 0.37874
2023-04-30 05:09:24,799 - testrun_4365653a - [INFO] - [Epoch 171]: Training Loss: 0.00039402, Valid MRR: 0.37874,
2023-04-30 05:09:25,798 - testrun_4365653a - [INFO] - [E:172| 0]: Train Loss:0.00038448, Val MRR:0.37874, testrun_4365653a
2023-04-30 05:11:09,327 - testrun_4365653a - [INFO] - [E:172| 100]: Train Loss:0.00039279, Val MRR:0.37874, testrun_4365653a
2023-04-30 05:12:48,271 - testrun_4365653a - [INFO] - [E:172| 200]: Train Loss:0.00039411, Val MRR:0.37874, testrun_4365653a
2023-04-30 05:14:29,698 - testrun_4365653a - [INFO] - [E:172| 300]: Train Loss:0.00039384, Val MRR:0.37874, testrun_4365653a
2023-04-30 05:16:12,943 - testrun_4365653a - [INFO] - [E:172| 400]: Train Loss:0.00039361, Val MRR:0.37874, testrun_4365653a
2023-04-30 05:17:54,525 - testrun_4365653a - [INFO] - [E:172| 500]: Train Loss:0.00039405, Val MRR:0.37874, testrun_4365653a
2023-04-30 05:19:35,858 - testrun_4365653a - [INFO] - [E:172| 600]: Train Loss:0.00039376, Val MRR:0.37874, testrun_4365653a
2023-04-30 05:21:18,549 - testrun_4365653a - [INFO] - [E:172| 700]: Train Loss:0.00039363, Val MRR:0.37874, testrun_4365653a
2023-04-30 05:22:59,121 - testrun_4365653a - [INFO] - [E:172| 800]: Train Loss:0.00039341, Val MRR:0.37874, testrun_4365653a
2023-04-30 05:23:07,521 - testrun_4365653a - [INFO] - [Epoch:172]: Training Loss:0.0003935
2023-04-30 05:23:07,811 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 05:23:17,166 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 05:23:24,698 - testrun_4365653a - [INFO] - [Evaluating Epoch 172 valid]:
MRR: Tail : 0.39487, Head : 0.36423, Avg : 0.37955
2023-04-30 05:23:26,568 - testrun_4365653a - [INFO] - [Epoch 172]: Training Loss: 0.00039353, Valid MRR: 0.37955,
2023-04-30 05:23:27,230 - testrun_4365653a - [INFO] - [E:173| 0]: Train Loss:0.00038838, Val MRR:0.37955, testrun_4365653a
2023-04-30 05:25:05,104 - testrun_4365653a - [INFO] - [E:173| 100]: Train Loss:0.00039042, Val MRR:0.37955, testrun_4365653a
2023-04-30 05:26:46,326 - testrun_4365653a - [INFO] - [E:173| 200]: Train Loss:0.00039136, Val MRR:0.37955, testrun_4365653a
2023-04-30 05:28:27,135 - testrun_4365653a - [INFO] - [E:173| 300]: Train Loss:0.00039165, Val MRR:0.37955, testrun_4365653a
2023-04-30 05:30:10,860 - testrun_4365653a - [INFO] - [E:173| 400]: Train Loss:0.00039113, Val MRR:0.37955, testrun_4365653a
2023-04-30 05:31:54,569 - testrun_4365653a - [INFO] - [E:173| 500]: Train Loss:0.00039181, Val MRR:0.37955, testrun_4365653a
2023-04-30 05:33:35,962 - testrun_4365653a - [INFO] - [E:173| 600]: Train Loss:0.00039226, Val MRR:0.37955, testrun_4365653a
2023-04-30 05:35:19,419 - testrun_4365653a - [INFO] - [E:173| 700]: Train Loss:0.00039239, Val MRR:0.37955, testrun_4365653a
2023-04-30 05:37:00,118 - testrun_4365653a - [INFO] - [E:173| 800]: Train Loss:0.00039247, Val MRR:0.37955, testrun_4365653a
2023-04-30 05:37:08,274 - testrun_4365653a - [INFO] - [Epoch:173]: Training Loss:0.0003925
2023-04-30 05:37:08,691 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 05:37:18,800 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 05:37:27,215 - testrun_4365653a - [INFO] - [Evaluating Epoch 173 valid]:
MRR: Tail : 0.39441, Head : 0.36721, Avg : 0.38081
2023-04-30 05:37:29,017 - testrun_4365653a - [INFO] - [Epoch 173]: Training Loss: 0.00039253, Valid MRR: 0.38081,
2023-04-30 05:37:30,105 - testrun_4365653a - [INFO] - [E:174| 0]: Train Loss:0.00037608, Val MRR:0.38081, testrun_4365653a
2023-04-30 05:39:15,299 - testrun_4365653a - [INFO] - [E:174| 100]: Train Loss:0.00039066, Val MRR:0.38081, testrun_4365653a
2023-04-30 05:40:52,423 - testrun_4365653a - [INFO] - [E:174| 200]: Train Loss:0.00039081, Val MRR:0.38081, testrun_4365653a
2023-04-30 05:42:29,878 - testrun_4365653a - [INFO] - [E:174| 300]: Train Loss:0.00039096, Val MRR:0.38081, testrun_4365653a
2023-04-30 05:44:11,140 - testrun_4365653a - [INFO] - [E:174| 400]: Train Loss:0.00039105, Val MRR:0.38081, testrun_4365653a
2023-04-30 05:45:52,081 - testrun_4365653a - [INFO] - [E:174| 500]: Train Loss:0.00039114, Val MRR:0.38081, testrun_4365653a
2023-04-30 05:47:32,551 - testrun_4365653a - [INFO] - [E:174| 600]: Train Loss:0.0003914, Val MRR:0.38081, testrun_4365653a
2023-04-30 05:49:14,367 - testrun_4365653a - [INFO] - [E:174| 700]: Train Loss:0.00039135, Val MRR:0.38081, testrun_4365653a
2023-04-30 05:50:57,669 - testrun_4365653a - [INFO] - [E:174| 800]: Train Loss:0.00039165, Val MRR:0.38081, testrun_4365653a
2023-04-30 05:51:05,287 - testrun_4365653a - [INFO] - [Epoch:174]: Training Loss:0.0003917
2023-04-30 05:51:05,582 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 05:51:14,521 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 05:51:23,579 - testrun_4365653a - [INFO] - [Evaluating Epoch 174 valid]:
MRR: Tail : 0.39764, Head : 0.37245, Avg : 0.38505
2023-04-30 05:51:25,395 - testrun_4365653a - [INFO] - [Epoch 174]: Training Loss: 0.00039165, Valid MRR: 0.38505,
2023-04-30 05:51:26,415 - testrun_4365653a - [INFO] - [E:175| 0]: Train Loss:0.0003921, Val MRR:0.38505, testrun_4365653a
2023-04-30 05:53:07,690 - testrun_4365653a - [INFO] - [E:175| 100]: Train Loss:0.00039075, Val MRR:0.38505, testrun_4365653a
2023-04-30 05:54:55,691 - testrun_4365653a - [INFO] - [E:175| 200]: Train Loss:0.00039053, Val MRR:0.38505, testrun_4365653a
2023-04-30 05:56:40,508 - testrun_4365653a - [INFO] - [E:175| 300]: Train Loss:0.00039067, Val MRR:0.38505, testrun_4365653a
2023-04-30 05:58:16,300 - testrun_4365653a - [INFO] - [E:175| 400]: Train Loss:0.00039112, Val MRR:0.38505, testrun_4365653a
2023-04-30 05:59:56,771 - testrun_4365653a - [INFO] - [E:175| 500]: Train Loss:0.00039105, Val MRR:0.38505, testrun_4365653a
2023-04-30 06:01:36,519 - testrun_4365653a - [INFO] - [E:175| 600]: Train Loss:0.00039141, Val MRR:0.38505, testrun_4365653a
2023-04-30 06:03:18,431 - testrun_4365653a - [INFO] - [E:175| 700]: Train Loss:0.00039158, Val MRR:0.38505, testrun_4365653a
2023-04-30 06:05:02,729 - testrun_4365653a - [INFO] - [E:175| 800]: Train Loss:0.0003915, Val MRR:0.38505, testrun_4365653a
2023-04-30 06:05:10,464 - testrun_4365653a - [INFO] - [Epoch:175]: Training Loss:0.0003915
2023-04-30 06:05:10,960 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 06:05:20,239 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 06:05:29,516 - testrun_4365653a - [INFO] - [Evaluating Epoch 175 valid]:
MRR: Tail : 0.39994, Head : 0.37292, Avg : 0.38643
2023-04-30 06:05:31,147 - testrun_4365653a - [INFO] - [Epoch 175]: Training Loss: 0.00039146, Valid MRR: 0.38643,
2023-04-30 06:05:32,377 - testrun_4365653a - [INFO] - [E:176| 0]: Train Loss:0.00040478, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:07:13,609 - testrun_4365653a - [INFO] - [E:176| 100]: Train Loss:0.00039086, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:08:53,478 - testrun_4365653a - [INFO] - [E:176| 200]: Train Loss:0.0003899, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:10:39,024 - testrun_4365653a - [INFO] - [E:176| 300]: Train Loss:0.00039005, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:12:20,924 - testrun_4365653a - [INFO] - [E:176| 400]: Train Loss:0.00038993, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:14:02,997 - testrun_4365653a - [INFO] - [E:176| 500]: Train Loss:0.00039016, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:15:34,491 - testrun_4365653a - [INFO] - [E:176| 600]: Train Loss:0.00039032, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:17:16,622 - testrun_4365653a - [INFO] - [E:176| 700]: Train Loss:0.00039034, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:18:58,800 - testrun_4365653a - [INFO] - [E:176| 800]: Train Loss:0.00039062, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:19:06,571 - testrun_4365653a - [INFO] - [Epoch:176]: Training Loss:0.0003906
2023-04-30 06:19:06,864 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 06:19:16,016 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 06:19:25,094 - testrun_4365653a - [INFO] - [Evaluating Epoch 176 valid]:
MRR: Tail : 0.3986, Head : 0.37238, Avg : 0.38549
2023-04-30 06:19:25,094 - testrun_4365653a - [INFO] - [Epoch 176]: Training Loss: 0.00039061, Valid MRR: 0.38643,
2023-04-30 06:19:26,195 - testrun_4365653a - [INFO] - [E:177| 0]: Train Loss:0.00039215, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:21:09,298 - testrun_4365653a - [INFO] - [E:177| 100]: Train Loss:0.0003891, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:22:52,337 - testrun_4365653a - [INFO] - [E:177| 200]: Train Loss:0.00038889, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:24:35,080 - testrun_4365653a - [INFO] - [E:177| 300]: Train Loss:0.00038893, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:26:21,803 - testrun_4365653a - [INFO] - [E:177| 400]: Train Loss:0.0003889, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:28:03,536 - testrun_4365653a - [INFO] - [E:177| 500]: Train Loss:0.00038911, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:29:44,652 - testrun_4365653a - [INFO] - [E:177| 600]: Train Loss:0.00038937, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:31:29,067 - testrun_4365653a - [INFO] - [E:177| 700]: Train Loss:0.00038962, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:33:08,017 - testrun_4365653a - [INFO] - [E:177| 800]: Train Loss:0.00038954, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:33:15,589 - testrun_4365653a - [INFO] - [Epoch:177]: Training Loss:0.0003895
2023-04-30 06:33:15,859 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 06:33:25,114 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 06:33:33,901 - testrun_4365653a - [INFO] - [Evaluating Epoch 177 valid]:
MRR: Tail : 0.39914, Head : 0.37194, Avg : 0.38554
2023-04-30 06:33:33,901 - testrun_4365653a - [INFO] - [Epoch 177]: Training Loss: 0.00038955, Valid MRR: 0.38643,
2023-04-30 06:33:35,108 - testrun_4365653a - [INFO] - [E:178| 0]: Train Loss:0.00038274, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:35:15,149 - testrun_4365653a - [INFO] - [E:178| 100]: Train Loss:0.00038683, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:36:55,864 - testrun_4365653a - [INFO] - [E:178| 200]: Train Loss:0.00038719, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:38:39,734 - testrun_4365653a - [INFO] - [E:178| 300]: Train Loss:0.00038771, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:40:19,960 - testrun_4365653a - [INFO] - [E:178| 400]: Train Loss:0.00038788, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:42:05,710 - testrun_4365653a - [INFO] - [E:178| 500]: Train Loss:0.00038831, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:43:48,297 - testrun_4365653a - [INFO] - [E:178| 600]: Train Loss:0.00038833, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:45:31,600 - testrun_4365653a - [INFO] - [E:178| 700]: Train Loss:0.00038908, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:47:14,833 - testrun_4365653a - [INFO] - [E:178| 800]: Train Loss:0.00038903, Val MRR:0.38643, testrun_4365653a
2023-04-30 06:47:22,395 - testrun_4365653a - [INFO] - [Epoch:178]: Training Loss:0.000389
2023-04-30 06:47:22,813 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 06:47:32,013 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 06:47:40,782 - testrun_4365653a - [INFO] - [Evaluating Epoch 178 valid]:
MRR: Tail : 0.40686, Head : 0.37732, Avg : 0.39209
2023-04-30 06:47:42,537 - testrun_4365653a - [INFO] - [Epoch 178]: Training Loss: 0.00038902, Valid MRR: 0.39209,
2023-04-30 06:47:43,569 - testrun_4365653a - [INFO] - [E:179| 0]: Train Loss:0.00038074, Val MRR:0.39209, testrun_4365653a
2023-04-30 06:49:19,793 - testrun_4365653a - [INFO] - [E:179| 100]: Train Loss:0.00038475, Val MRR:0.39209, testrun_4365653a
2023-04-30 06:51:00,579 - testrun_4365653a - [INFO] - [E:179| 200]: Train Loss:0.0003862, Val MRR:0.39209, testrun_4365653a
2023-04-30 06:52:46,165 - testrun_4365653a - [INFO] - [E:179| 300]: Train Loss:0.00038654, Val MRR:0.39209, testrun_4365653a
2023-04-30 06:54:26,504 - testrun_4365653a - [INFO] - [E:179| 400]: Train Loss:0.0003873, Val MRR:0.39209, testrun_4365653a
2023-04-30 06:56:10,949 - testrun_4365653a - [INFO] - [E:179| 500]: Train Loss:0.00038742, Val MRR:0.39209, testrun_4365653a
2023-04-30 06:57:53,451 - testrun_4365653a - [INFO] - [E:179| 600]: Train Loss:0.00038748, Val MRR:0.39209, testrun_4365653a
2023-04-30 06:59:36,385 - testrun_4365653a - [INFO] - [E:179| 700]: Train Loss:0.00038798, Val MRR:0.39209, testrun_4365653a
2023-04-30 07:01:18,406 - testrun_4365653a - [INFO] - [E:179| 800]: Train Loss:0.00038809, Val MRR:0.39209, testrun_4365653a
2023-04-30 07:01:27,340 - testrun_4365653a - [INFO] - [Epoch:179]: Training Loss:0.0003881
2023-04-30 07:01:27,753 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 07:01:37,269 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 07:01:46,351 - testrun_4365653a - [INFO] - [Evaluating Epoch 179 valid]:
MRR: Tail : 0.40682, Head : 0.37932, Avg : 0.39307
MR: Tail : 5585.6, Head : 5314.0, Avg : 5449.8
Hit-1: Tail : 0.37047, Head : 0.34113, Avg : 0.3558
Hit-3: Tail : 0.42386, Head : 0.3975, Avg : 0.41068
Hit-10: Tail : 0.47297, Head : 0.45254, Avg : 0.46276
2023-04-30 07:01:48,001 - testrun_4365653a - [INFO] - [Epoch 179]: Training Loss: 0.00038808, Valid MRR: 0.39307,
2023-04-30 07:01:48,903 - testrun_4365653a - [INFO] - [E:180| 0]: Train Loss:0.00039391, Val MRR:0.39307, testrun_4365653a
2023-04-30 07:03:30,420 - testrun_4365653a - [INFO] - [E:180| 100]: Train Loss:0.00038701, Val MRR:0.39307, testrun_4365653a
2023-04-30 07:05:12,294 - testrun_4365653a - [INFO] - [E:180| 200]: Train Loss:0.00038672, Val MRR:0.39307, testrun_4365653a
2023-04-30 07:06:44,298 - testrun_4365653a - [INFO] - [E:180| 300]: Train Loss:0.00038751, Val MRR:0.39307, testrun_4365653a
2023-04-30 07:08:26,575 - testrun_4365653a - [INFO] - [E:180| 400]: Train Loss:0.00038747, Val MRR:0.39307, testrun_4365653a
2023-04-30 07:10:08,977 - testrun_4365653a - [INFO] - [E:180| 500]: Train Loss:0.00038721, Val MRR:0.39307, testrun_4365653a
2023-04-30 07:11:53,958 - testrun_4365653a - [INFO] - [E:180| 600]: Train Loss:0.00038735, Val MRR:0.39307, testrun_4365653a
2023-04-30 07:13:34,037 - testrun_4365653a - [INFO] - [E:180| 700]: Train Loss:0.00038749, Val MRR:0.39307, testrun_4365653a
2023-04-30 07:15:14,188 - testrun_4365653a - [INFO] - [E:180| 800]: Train Loss:0.00038743, Val MRR:0.39307, testrun_4365653a
2023-04-30 07:15:22,074 - testrun_4365653a - [INFO] - [Epoch:180]: Training Loss:0.0003875
2023-04-30 07:15:22,568 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 07:15:31,598 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 07:15:40,352 - testrun_4365653a - [INFO] - [Evaluating Epoch 180 valid]:
MRR: Tail : 0.40942, Head : 0.37967, Avg : 0.39454
2023-04-30 07:15:42,174 - testrun_4365653a - [INFO] - [Epoch 180]: Training Loss: 0.00038751, Valid MRR: 0.39454,
2023-04-30 07:15:43,357 - testrun_4365653a - [INFO] - [E:181| 0]: Train Loss:0.00038686, Val MRR:0.39454, testrun_4365653a
2023-04-30 07:17:25,298 - testrun_4365653a - [INFO] - [E:181| 100]: Train Loss:0.00038445, Val MRR:0.39454, testrun_4365653a
2023-04-30 07:20:14,489 - testrun_4365653a - [INFO] - [E:181| 200]: Train Loss:0.00038535, Val MRR:0.39454, testrun_4365653a
2023-04-30 07:24:38,895 - testrun_4365653a - [INFO] - [E:181| 300]: Train Loss:0.00038602, Val MRR:0.39454, testrun_4365653a
2023-04-30 07:29:25,727 - testrun_4365653a - [INFO] - [E:181| 400]: Train Loss:0.00038602, Val MRR:0.39454, testrun_4365653a
2023-04-30 07:33:42,606 - testrun_4365653a - [INFO] - [E:181| 500]: Train Loss:0.00038611, Val MRR:0.39454, testrun_4365653a
2023-04-30 07:38:26,922 - testrun_4365653a - [INFO] - [E:181| 600]: Train Loss:0.00038637, Val MRR:0.39454, testrun_4365653a
2023-04-30 07:42:46,095 - testrun_4365653a - [INFO] - [E:181| 700]: Train Loss:0.00038632, Val MRR:0.39454, testrun_4365653a
2023-04-30 07:47:25,170 - testrun_4365653a - [INFO] - [E:181| 800]: Train Loss:0.00038628, Val MRR:0.39454, testrun_4365653a
2023-04-30 07:47:56,264 - testrun_4365653a - [INFO] - [Epoch:181]: Training Loss:0.0003863
2023-04-30 07:47:57,331 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 07:48:15,213 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 07:48:34,611 - testrun_4365653a - [INFO] - [Evaluating Epoch 181 valid]:
MRR: Tail : 0.40778, Head : 0.38183, Avg : 0.39481
2023-04-30 07:48:36,597 - testrun_4365653a - [INFO] - [Epoch 181]: Training Loss: 0.0003863, Valid MRR: 0.39481,
2023-04-30 07:48:40,762 - testrun_4365653a - [INFO] - [E:182| 0]: Train Loss:0.00037982, Val MRR:0.39481, testrun_4365653a
2023-04-30 07:53:18,648 - testrun_4365653a - [INFO] - [E:182| 100]: Train Loss:0.00038389, Val MRR:0.39481, testrun_4365653a
2023-04-30 07:57:47,631 - testrun_4365653a - [INFO] - [E:182| 200]: Train Loss:0.00038508, Val MRR:0.39481, testrun_4365653a
2023-04-30 08:02:02,957 - testrun_4365653a - [INFO] - [E:182| 300]: Train Loss:0.00038638, Val MRR:0.39481, testrun_4365653a
2023-04-30 08:06:53,243 - testrun_4365653a - [INFO] - [E:182| 400]: Train Loss:0.00038746, Val MRR:0.39481, testrun_4365653a
2023-04-30 08:11:25,509 - testrun_4365653a - [INFO] - [E:182| 500]: Train Loss:0.00038741, Val MRR:0.39481, testrun_4365653a
2023-04-30 08:16:14,943 - testrun_4365653a - [INFO] - [E:182| 600]: Train Loss:0.00038688, Val MRR:0.39481, testrun_4365653a
2023-04-30 08:20:43,589 - testrun_4365653a - [INFO] - [E:182| 700]: Train Loss:0.00038676, Val MRR:0.39481, testrun_4365653a
2023-04-30 08:25:28,494 - testrun_4365653a - [INFO] - [E:182| 800]: Train Loss:0.00038682, Val MRR:0.39481, testrun_4365653a
2023-04-30 08:25:44,941 - testrun_4365653a - [INFO] - [Epoch:182]: Training Loss:0.0003868
2023-04-30 08:25:45,487 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 08:26:07,400 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 08:26:25,895 - testrun_4365653a - [INFO] - [Evaluating Epoch 182 valid]:
MRR: Tail : 0.41029, Head : 0.38298, Avg : 0.39663
2023-04-30 08:26:27,960 - testrun_4365653a - [INFO] - [Epoch 182]: Training Loss: 0.00038682, Valid MRR: 0.39663,
2023-04-30 08:26:29,205 - testrun_4365653a - [INFO] - [E:183| 0]: Train Loss:0.0003942, Val MRR:0.39663, testrun_4365653a
2023-04-30 08:31:06,843 - testrun_4365653a - [INFO] - [E:183| 100]: Train Loss:0.00038656, Val MRR:0.39663, testrun_4365653a
2023-04-30 08:36:00,175 - testrun_4365653a - [INFO] - [E:183| 200]: Train Loss:0.00038503, Val MRR:0.39663, testrun_4365653a
2023-04-30 08:40:36,748 - testrun_4365653a - [INFO] - [E:183| 300]: Train Loss:0.00038501, Val MRR:0.39663, testrun_4365653a
2023-04-30 08:45:32,006 - testrun_4365653a - [INFO] - [E:183| 400]: Train Loss:0.00038536, Val MRR:0.39663, testrun_4365653a
2023-04-30 08:49:59,824 - testrun_4365653a - [INFO] - [E:183| 500]: Train Loss:0.00038612, Val MRR:0.39663, testrun_4365653a
2023-04-30 08:54:17,312 - testrun_4365653a - [INFO] - [E:183| 600]: Train Loss:0.00038588, Val MRR:0.39663, testrun_4365653a
2023-04-30 08:58:32,185 - testrun_4365653a - [INFO] - [E:183| 700]: Train Loss:0.00038619, Val MRR:0.39663, testrun_4365653a
2023-04-30 09:03:08,972 - testrun_4365653a - [INFO] - [E:183| 800]: Train Loss:0.00038645, Val MRR:0.39663, testrun_4365653a
2023-04-30 09:03:25,724 - testrun_4365653a - [INFO] - [Epoch:183]: Training Loss:0.0003864
2023-04-30 09:03:26,495 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 09:03:49,088 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 09:04:08,225 - testrun_4365653a - [INFO] - [Evaluating Epoch 183 valid]:
MRR: Tail : 0.41274, Head : 0.38294, Avg : 0.39784
2023-04-30 09:04:10,150 - testrun_4365653a - [INFO] - [Epoch 183]: Training Loss: 0.00038644, Valid MRR: 0.39784,
2023-04-30 09:04:11,612 - testrun_4365653a - [INFO] - [E:184| 0]: Train Loss:0.00038975, Val MRR:0.39784, testrun_4365653a
2023-04-30 09:08:48,147 - testrun_4365653a - [INFO] - [E:184| 100]: Train Loss:0.00038277, Val MRR:0.39784, testrun_4365653a
2023-04-30 09:13:21,360 - testrun_4365653a - [INFO] - [E:184| 200]: Train Loss:0.00038356, Val MRR:0.39784, testrun_4365653a
2023-04-30 09:18:11,524 - testrun_4365653a - [INFO] - [E:184| 300]: Train Loss:0.0003843, Val MRR:0.39784, testrun_4365653a
2023-04-30 09:22:34,327 - testrun_4365653a - [INFO] - [E:184| 400]: Train Loss:0.00038452, Val MRR:0.39784, testrun_4365653a
2023-04-30 09:27:10,556 - testrun_4365653a - [INFO] - [E:184| 500]: Train Loss:0.00038413, Val MRR:0.39784, testrun_4365653a
2023-04-30 09:31:33,224 - testrun_4365653a - [INFO] - [E:184| 600]: Train Loss:0.00038457, Val MRR:0.39784, testrun_4365653a
2023-04-30 09:35:38,478 - testrun_4365653a - [INFO] - [E:184| 700]: Train Loss:0.00038455, Val MRR:0.39784, testrun_4365653a
2023-04-30 09:40:22,853 - testrun_4365653a - [INFO] - [E:184| 800]: Train Loss:0.0003847, Val MRR:0.39784, testrun_4365653a
2023-04-30 09:40:42,936 - testrun_4365653a - [INFO] - [Epoch:184]: Training Loss:0.0003847
2023-04-30 09:40:44,355 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 09:41:06,207 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 09:41:27,607 - testrun_4365653a - [INFO] - [Evaluating Epoch 184 valid]:
MRR: Tail : 0.41195, Head : 0.38398, Avg : 0.39796
2023-04-30 09:41:29,671 - testrun_4365653a - [INFO] - [Epoch 184]: Training Loss: 0.00038472, Valid MRR: 0.39796,
2023-04-30 09:41:31,650 - testrun_4365653a - [INFO] - [E:185| 0]: Train Loss:0.00037869, Val MRR:0.39796, testrun_4365653a
2023-04-30 09:46:23,554 - testrun_4365653a - [INFO] - [E:185| 100]: Train Loss:0.00038304, Val MRR:0.39796, testrun_4365653a
2023-04-30 09:50:32,131 - testrun_4365653a - [INFO] - [E:185| 200]: Train Loss:0.00038329, Val MRR:0.39796, testrun_4365653a
2023-04-30 09:55:19,638 - testrun_4365653a - [INFO] - [E:185| 300]: Train Loss:0.00038302, Val MRR:0.39796, testrun_4365653a
2023-04-30 10:00:12,312 - testrun_4365653a - [INFO] - [E:185| 400]: Train Loss:0.00038316, Val MRR:0.39796, testrun_4365653a
2023-04-30 10:05:14,662 - testrun_4365653a - [INFO] - [E:185| 500]: Train Loss:0.00038309, Val MRR:0.39796, testrun_4365653a
2023-04-30 10:10:06,197 - testrun_4365653a - [INFO] - [E:185| 600]: Train Loss:0.00038371, Val MRR:0.39796, testrun_4365653a
2023-04-30 10:14:55,723 - testrun_4365653a - [INFO] - [E:185| 700]: Train Loss:0.00038399, Val MRR:0.39796, testrun_4365653a
2023-04-30 10:19:38,085 - testrun_4365653a - [INFO] - [E:185| 800]: Train Loss:0.00038398, Val MRR:0.39796, testrun_4365653a
2023-04-30 10:19:54,326 - testrun_4365653a - [INFO] - [Epoch:185]: Training Loss:0.0003841
2023-04-30 10:19:55,685 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 10:20:16,029 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 10:20:36,140 - testrun_4365653a - [INFO] - [Evaluating Epoch 185 valid]:
MRR: Tail : 0.41406, Head : 0.3843, Avg : 0.39918
2023-04-30 10:20:41,228 - testrun_4365653a - [INFO] - [Epoch 185]: Training Loss: 0.00038409, Valid MRR: 0.39918,
2023-04-30 10:20:42,902 - testrun_4365653a - [INFO] - [E:186| 0]: Train Loss:0.00039746, Val MRR:0.39918, testrun_4365653a
2023-04-30 10:24:48,404 - testrun_4365653a - [INFO] - [E:186| 100]: Train Loss:0.00038476, Val MRR:0.39918, testrun_4365653a
2023-04-30 10:29:49,438 - testrun_4365653a - [INFO] - [E:186| 200]: Train Loss:0.00038255, Val MRR:0.39918, testrun_4365653a
2023-04-30 10:34:04,653 - testrun_4365653a - [INFO] - [E:186| 300]: Train Loss:0.00038277, Val MRR:0.39918, testrun_4365653a
2023-04-30 10:38:11,758 - testrun_4365653a - [INFO] - [E:186| 400]: Train Loss:0.00038263, Val MRR:0.39918, testrun_4365653a
2023-04-30 10:42:42,131 - testrun_4365653a - [INFO] - [E:186| 500]: Train Loss:0.00038319, Val MRR:0.39918, testrun_4365653a
2023-04-30 10:47:17,274 - testrun_4365653a - [INFO] - [E:186| 600]: Train Loss:0.00038324, Val MRR:0.39918, testrun_4365653a
2023-04-30 10:52:01,548 - testrun_4365653a - [INFO] - [E:186| 700]: Train Loss:0.00038347, Val MRR:0.39918, testrun_4365653a
2023-04-30 10:56:46,701 - testrun_4365653a - [INFO] - [E:186| 800]: Train Loss:0.00038365, Val MRR:0.39918, testrun_4365653a
2023-04-30 10:57:14,206 - testrun_4365653a - [INFO] - [Epoch:186]: Training Loss:0.0003837
2023-04-30 10:57:14,808 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 10:57:35,437 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 10:57:56,336 - testrun_4365653a - [INFO] - [Evaluating Epoch 186 valid]:
MRR: Tail : 0.41447, Head : 0.38724, Avg : 0.40086
2023-04-30 10:58:01,003 - testrun_4365653a - [INFO] - [Epoch 186]: Training Loss: 0.00038373, Valid MRR: 0.40086,
2023-04-30 10:58:02,360 - testrun_4365653a - [INFO] - [E:187| 0]: Train Loss:0.00037767, Val MRR:0.40086, testrun_4365653a
2023-04-30 11:02:22,291 - testrun_4365653a - [INFO] - [E:187| 100]: Train Loss:0.00038364, Val MRR:0.40086, testrun_4365653a
2023-04-30 11:06:43,276 - testrun_4365653a - [INFO] - [E:187| 200]: Train Loss:0.00038184, Val MRR:0.40086, testrun_4365653a
2023-04-30 11:10:54,179 - testrun_4365653a - [INFO] - [E:187| 300]: Train Loss:0.00038221, Val MRR:0.40086, testrun_4365653a
2023-04-30 11:15:25,928 - testrun_4365653a - [INFO] - [E:187| 400]: Train Loss:0.00038237, Val MRR:0.40086, testrun_4365653a
2023-04-30 11:19:54,725 - testrun_4365653a - [INFO] - [E:187| 500]: Train Loss:0.0003823, Val MRR:0.40086, testrun_4365653a
2023-04-30 11:24:05,395 - testrun_4365653a - [INFO] - [E:187| 600]: Train Loss:0.0003826, Val MRR:0.40086, testrun_4365653a
2023-04-30 11:28:30,186 - testrun_4365653a - [INFO] - [E:187| 700]: Train Loss:0.00038261, Val MRR:0.40086, testrun_4365653a
2023-04-30 11:33:39,581 - testrun_4365653a - [INFO] - [E:187| 800]: Train Loss:0.00038289, Val MRR:0.40086, testrun_4365653a
2023-04-30 11:34:09,121 - testrun_4365653a - [INFO] - [Epoch:187]: Training Loss:0.0003829
2023-04-30 11:34:09,911 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 11:34:31,062 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 11:34:50,223 - testrun_4365653a - [INFO] - [Evaluating Epoch 187 valid]:
MRR: Tail : 0.41927, Head : 0.39138, Avg : 0.40533
2023-04-30 11:34:52,284 - testrun_4365653a - [INFO] - [Epoch 187]: Training Loss: 0.00038289, Valid MRR: 0.40533,
2023-04-30 11:34:54,609 - testrun_4365653a - [INFO] - [E:188| 0]: Train Loss:0.00037867, Val MRR:0.40533, testrun_4365653a
2023-04-30 11:39:05,733 - testrun_4365653a - [INFO] - [E:188| 100]: Train Loss:0.00038113, Val MRR:0.40533, testrun_4365653a
2023-04-30 11:43:24,975 - testrun_4365653a - [INFO] - [E:188| 200]: Train Loss:0.00038223, Val MRR:0.40533, testrun_4365653a
2023-04-30 11:47:40,451 - testrun_4365653a - [INFO] - [E:188| 300]: Train Loss:0.00038191, Val MRR:0.40533, testrun_4365653a
2023-04-30 11:52:24,833 - testrun_4365653a - [INFO] - [E:188| 400]: Train Loss:0.00038172, Val MRR:0.40533, testrun_4365653a
2023-04-30 11:57:11,477 - testrun_4365653a - [INFO] - [E:188| 500]: Train Loss:0.00038145, Val MRR:0.40533, testrun_4365653a
2023-04-30 12:02:01,998 - testrun_4365653a - [INFO] - [E:188| 600]: Train Loss:0.00038156, Val MRR:0.40533, testrun_4365653a
2023-04-30 12:06:43,365 - testrun_4365653a - [INFO] - [E:188| 700]: Train Loss:0.00038188, Val MRR:0.40533, testrun_4365653a
2023-04-30 12:11:24,610 - testrun_4365653a - [INFO] - [E:188| 800]: Train Loss:0.0003822, Val MRR:0.40533, testrun_4365653a
2023-04-30 12:11:47,871 - testrun_4365653a - [INFO] - [Epoch:188]: Training Loss:0.0003823
2023-04-30 12:11:48,162 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 12:12:06,763 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 12:12:26,739 - testrun_4365653a - [INFO] - [Evaluating Epoch 188 valid]:
MRR: Tail : 0.42067, Head : 0.38917, Avg : 0.40492
2023-04-30 12:12:26,739 - testrun_4365653a - [INFO] - [Epoch 188]: Training Loss: 0.00038227, Valid MRR: 0.40533,
2023-04-30 12:12:29,620 - testrun_4365653a - [INFO] - [E:189| 0]: Train Loss:0.00037868, Val MRR:0.40533, testrun_4365653a
2023-04-30 12:17:02,012 - testrun_4365653a - [INFO] - [E:189| 100]: Train Loss:0.00038242, Val MRR:0.40533, testrun_4365653a
2023-04-30 12:21:22,437 - testrun_4365653a - [INFO] - [E:189| 200]: Train Loss:0.00038117, Val MRR:0.40533, testrun_4365653a
2023-04-30 12:25:59,923 - testrun_4365653a - [INFO] - [E:189| 300]: Train Loss:0.00038198, Val MRR:0.40533, testrun_4365653a
2023-04-30 12:30:28,485 - testrun_4365653a - [INFO] - [E:189| 400]: Train Loss:0.00038164, Val MRR:0.40533, testrun_4365653a
2023-04-30 12:35:17,788 - testrun_4365653a - [INFO] - [E:189| 500]: Train Loss:0.0003817, Val MRR:0.40533, testrun_4365653a
2023-04-30 12:40:15,669 - testrun_4365653a - [INFO] - [E:189| 600]: Train Loss:0.00038202, Val MRR:0.40533, testrun_4365653a
2023-04-30 12:45:03,376 - testrun_4365653a - [INFO] - [E:189| 700]: Train Loss:0.00038197, Val MRR:0.40533, testrun_4365653a
2023-04-30 12:50:15,903 - testrun_4365653a - [INFO] - [E:189| 800]: Train Loss:0.00038178, Val MRR:0.40533, testrun_4365653a
2023-04-30 12:50:45,802 - testrun_4365653a - [INFO] - [Epoch:189]: Training Loss:0.0003817
2023-04-30 12:50:46,341 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 12:51:05,748 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 12:51:24,720 - testrun_4365653a - [INFO] - [Evaluating Epoch 189 valid]:
MRR: Tail : 0.42239, Head : 0.39172, Avg : 0.40705
MR: Tail : 5748.6, Head : 5250.9, Avg : 5499.8
Hit-1: Tail : 0.38991, Head : 0.35695, Avg : 0.37343
Hit-3: Tail : 0.44067, Head : 0.40606, Avg : 0.42337
Hit-10: Tail : 0.47561, Head : 0.45847, Avg : 0.46704
2023-04-30 12:51:26,821 - testrun_4365653a - [INFO] - [Epoch 189]: Training Loss: 0.00038175, Valid MRR: 0.40705,
2023-04-30 12:51:29,028 - testrun_4365653a - [INFO] - [E:190| 0]: Train Loss:0.00037199, Val MRR:0.40705, testrun_4365653a
2023-04-30 12:56:19,265 - testrun_4365653a - [INFO] - [E:190| 100]: Train Loss:0.0003826, Val MRR:0.40705, testrun_4365653a
2023-04-30 13:00:59,332 - testrun_4365653a - [INFO] - [E:190| 200]: Train Loss:0.00038101, Val MRR:0.40705, testrun_4365653a
2023-04-30 13:05:49,469 - testrun_4365653a - [INFO] - [E:190| 300]: Train Loss:0.00038086, Val MRR:0.40705, testrun_4365653a
2023-04-30 13:10:35,804 - testrun_4365653a - [INFO] - [E:190| 400]: Train Loss:0.00038037, Val MRR:0.40705, testrun_4365653a
2023-04-30 13:15:23,498 - testrun_4365653a - [INFO] - [E:190| 500]: Train Loss:0.00038035, Val MRR:0.40705, testrun_4365653a
2023-04-30 13:19:52,296 - testrun_4365653a - [INFO] - [E:190| 600]: Train Loss:0.00038046, Val MRR:0.40705, testrun_4365653a
2023-04-30 13:24:21,556 - testrun_4365653a - [INFO] - [E:190| 700]: Train Loss:0.00038068, Val MRR:0.40705, testrun_4365653a
2023-04-30 13:29:16,375 - testrun_4365653a - [INFO] - [E:190| 800]: Train Loss:0.0003809, Val MRR:0.40705, testrun_4365653a
2023-04-30 13:29:34,449 - testrun_4365653a - [INFO] - [Epoch:190]: Training Loss:0.0003809
2023-04-30 13:29:35,515 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 13:29:57,002 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 13:30:13,600 - testrun_4365653a - [INFO] - [Evaluating Epoch 190 valid]:
MRR: Tail : 0.41951, Head : 0.39187, Avg : 0.40569
2023-04-30 13:30:13,600 - testrun_4365653a - [INFO] - [Epoch 190]: Training Loss: 0.00038092, Valid MRR: 0.40705,
2023-04-30 13:30:15,875 - testrun_4365653a - [INFO] - [E:191| 0]: Train Loss:0.00037303, Val MRR:0.40705, testrun_4365653a
2023-04-30 13:34:39,536 - testrun_4365653a - [INFO] - [E:191| 100]: Train Loss:0.00037916, Val MRR:0.40705, testrun_4365653a
2023-04-30 13:39:01,348 - testrun_4365653a - [INFO] - [E:191| 200]: Train Loss:0.00037863, Val MRR:0.40705, testrun_4365653a
2023-04-30 13:43:08,411 - testrun_4365653a - [INFO] - [E:191| 300]: Train Loss:0.00037885, Val MRR:0.40705, testrun_4365653a
2023-04-30 13:47:44,266 - testrun_4365653a - [INFO] - [E:191| 400]: Train Loss:0.00037889, Val MRR:0.40705, testrun_4365653a
2023-04-30 13:52:59,410 - testrun_4365653a - [INFO] - [E:191| 500]: Train Loss:0.00037926, Val MRR:0.40705, testrun_4365653a
2023-04-30 13:57:40,108 - testrun_4365653a - [INFO] - [E:191| 600]: Train Loss:0.00038003, Val MRR:0.40705, testrun_4365653a
2023-04-30 14:02:13,953 - testrun_4365653a - [INFO] - [E:191| 700]: Train Loss:0.00038026, Val MRR:0.40705, testrun_4365653a
2023-04-30 14:06:46,083 - testrun_4365653a - [INFO] - [E:191| 800]: Train Loss:0.00038035, Val MRR:0.40705, testrun_4365653a
2023-04-30 14:07:12,529 - testrun_4365653a - [INFO] - [Epoch:191]: Training Loss:0.0003803
2023-04-30 14:07:12,874 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 14:07:35,061 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 14:07:57,474 - testrun_4365653a - [INFO] - [Evaluating Epoch 191 valid]:
MRR: Tail : 0.42117, Head : 0.39258, Avg : 0.40688
2023-04-30 14:07:57,475 - testrun_4365653a - [INFO] - [Epoch 191]: Training Loss: 0.00038034, Valid MRR: 0.40705,
2023-04-30 14:07:58,896 - testrun_4365653a - [INFO] - [E:192| 0]: Train Loss:0.00037582, Val MRR:0.40705, testrun_4365653a
2023-04-30 14:12:35,359 - testrun_4365653a - [INFO] - [E:192| 100]: Train Loss:0.0003767, Val MRR:0.40705, testrun_4365653a
2023-04-30 14:17:16,177 - testrun_4365653a - [INFO] - [E:192| 200]: Train Loss:0.00037715, Val MRR:0.40705, testrun_4365653a
2023-04-30 14:22:00,334 - testrun_4365653a - [INFO] - [E:192| 300]: Train Loss:0.00037873, Val MRR:0.40705, testrun_4365653a
2023-04-30 14:26:40,266 - testrun_4365653a - [INFO] - [E:192| 400]: Train Loss:0.00037895, Val MRR:0.40705, testrun_4365653a
2023-04-30 14:31:50,413 - testrun_4365653a - [INFO] - [E:192| 500]: Train Loss:0.00037927, Val MRR:0.40705, testrun_4365653a
2023-04-30 14:37:02,052 - testrun_4365653a - [INFO] - [E:192| 600]: Train Loss:0.00037962, Val MRR:0.40705, testrun_4365653a
2023-04-30 14:42:01,611 - testrun_4365653a - [INFO] - [E:192| 700]: Train Loss:0.00037959, Val MRR:0.40705, testrun_4365653a
2023-04-30 14:47:08,708 - testrun_4365653a - [INFO] - [E:192| 800]: Train Loss:0.00037961, Val MRR:0.40705, testrun_4365653a
2023-04-30 14:47:30,731 - testrun_4365653a - [INFO] - [Epoch:192]: Training Loss:0.0003796
2023-04-30 14:47:31,199 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 14:47:54,717 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 14:48:14,901 - testrun_4365653a - [INFO] - [Evaluating Epoch 192 valid]:
MRR: Tail : 0.4211, Head : 0.39336, Avg : 0.40723
2023-04-30 14:48:16,953 - testrun_4365653a - [INFO] - [Epoch 192]: Training Loss: 0.00037962, Valid MRR: 0.40723,
2023-04-30 14:48:20,845 - testrun_4365653a - [INFO] - [E:193| 0]: Train Loss:0.00037396, Val MRR:0.40723, testrun_4365653a
2023-04-30 14:52:33,533 - testrun_4365653a - [INFO] - [E:193| 100]: Train Loss:0.00037918, Val MRR:0.40723, testrun_4365653a
2023-04-30 14:57:18,269 - testrun_4365653a - [INFO] - [E:193| 200]: Train Loss:0.00037974, Val MRR:0.40723, testrun_4365653a
2023-04-30 15:02:05,511 - testrun_4365653a - [INFO] - [E:193| 300]: Train Loss:0.00037882, Val MRR:0.40723, testrun_4365653a
2023-04-30 15:05:53,583 - testrun_4365653a - [INFO] - [E:193| 400]: Train Loss:0.00037901, Val MRR:0.40723, testrun_4365653a
2023-04-30 15:07:45,074 - testrun_4365653a - [INFO] - [E:193| 500]: Train Loss:0.00037944, Val MRR:0.40723, testrun_4365653a
2023-04-30 15:09:47,858 - testrun_4365653a - [INFO] - [E:193| 600]: Train Loss:0.00037915, Val MRR:0.40723, testrun_4365653a
2023-04-30 15:11:46,330 - testrun_4365653a - [INFO] - [E:193| 700]: Train Loss:0.0003793, Val MRR:0.40723, testrun_4365653a
2023-04-30 15:13:52,196 - testrun_4365653a - [INFO] - [E:193| 800]: Train Loss:0.00037932, Val MRR:0.40723, testrun_4365653a
2023-04-30 15:14:00,742 - testrun_4365653a - [INFO] - [Epoch:193]: Training Loss:0.0003793
2023-04-30 15:14:01,254 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 15:14:12,551 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 15:14:21,693 - testrun_4365653a - [INFO] - [Evaluating Epoch 193 valid]:
MRR: Tail : 0.42338, Head : 0.39483, Avg : 0.40911
2023-04-30 15:14:23,440 - testrun_4365653a - [INFO] - [Epoch 193]: Training Loss: 0.00037935, Valid MRR: 0.40911,
2023-04-30 15:14:24,708 - testrun_4365653a - [INFO] - [E:194| 0]: Train Loss:0.00038228, Val MRR:0.40911, testrun_4365653a
2023-04-30 15:16:14,802 - testrun_4365653a - [INFO] - [E:194| 100]: Train Loss:0.00037825, Val MRR:0.40911, testrun_4365653a
2023-04-30 15:18:23,758 - testrun_4365653a - [INFO] - [E:194| 200]: Train Loss:0.00037883, Val MRR:0.40911, testrun_4365653a
2023-04-30 15:20:31,761 - testrun_4365653a - [INFO] - [E:194| 300]: Train Loss:0.00037903, Val MRR:0.40911, testrun_4365653a
2023-04-30 15:22:26,333 - testrun_4365653a - [INFO] - [E:194| 400]: Train Loss:0.00037904, Val MRR:0.40911, testrun_4365653a
2023-04-30 15:24:36,934 - testrun_4365653a - [INFO] - [E:194| 500]: Train Loss:0.00037873, Val MRR:0.40911, testrun_4365653a
2023-04-30 15:26:47,062 - testrun_4365653a - [INFO] - [E:194| 600]: Train Loss:0.00037866, Val MRR:0.40911, testrun_4365653a
2023-04-30 15:28:52,495 - testrun_4365653a - [INFO] - [E:194| 700]: Train Loss:0.00037913, Val MRR:0.40911, testrun_4365653a
2023-04-30 15:30:49,185 - testrun_4365653a - [INFO] - [E:194| 800]: Train Loss:0.00037905, Val MRR:0.40911, testrun_4365653a
2023-04-30 15:30:59,359 - testrun_4365653a - [INFO] - [Epoch:194]: Training Loss:0.000379
2023-04-30 15:30:59,815 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 15:31:10,456 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 15:31:24,213 - testrun_4365653a - [INFO] - [Evaluating Epoch 194 valid]:
MRR: Tail : 0.42603, Head : 0.3989, Avg : 0.41247
2023-04-30 15:31:26,119 - testrun_4365653a - [INFO] - [Epoch 194]: Training Loss: 0.00037903, Valid MRR: 0.41247,
2023-04-30 15:31:27,356 - testrun_4365653a - [INFO] - [E:195| 0]: Train Loss:0.0003803, Val MRR:0.41247, testrun_4365653a
2023-04-30 15:33:24,861 - testrun_4365653a - [INFO] - [E:195| 100]: Train Loss:0.00037599, Val MRR:0.41247, testrun_4365653a
2023-04-30 15:35:27,841 - testrun_4365653a - [INFO] - [E:195| 200]: Train Loss:0.00037621, Val MRR:0.41247, testrun_4365653a
2023-04-30 15:37:19,168 - testrun_4365653a - [INFO] - [E:195| 300]: Train Loss:0.00037645, Val MRR:0.41247, testrun_4365653a
2023-04-30 15:39:12,854 - testrun_4365653a - [INFO] - [E:195| 400]: Train Loss:0.00037691, Val MRR:0.41247, testrun_4365653a
2023-04-30 15:41:04,415 - testrun_4365653a - [INFO] - [E:195| 500]: Train Loss:0.00037722, Val MRR:0.41247, testrun_4365653a
2023-04-30 15:43:06,915 - testrun_4365653a - [INFO] - [E:195| 600]: Train Loss:0.00037756, Val MRR:0.41247, testrun_4365653a
2023-04-30 15:45:02,162 - testrun_4365653a - [INFO] - [E:195| 700]: Train Loss:0.0003776, Val MRR:0.41247, testrun_4365653a
2023-04-30 15:47:02,076 - testrun_4365653a - [INFO] - [E:195| 800]: Train Loss:0.00037788, Val MRR:0.41247, testrun_4365653a
2023-04-30 15:47:10,459 - testrun_4365653a - [INFO] - [Epoch:195]: Training Loss:0.0003779
2023-04-30 15:47:10,925 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 15:47:21,315 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 15:47:30,461 - testrun_4365653a - [INFO] - [Evaluating Epoch 195 valid]:
MRR: Tail : 0.42475, Head : 0.39758, Avg : 0.41117
2023-04-30 15:47:30,461 - testrun_4365653a - [INFO] - [Epoch 195]: Training Loss: 0.0003779, Valid MRR: 0.41247,
2023-04-30 15:47:31,496 - testrun_4365653a - [INFO] - [E:196| 0]: Train Loss:0.00038975, Val MRR:0.41247, testrun_4365653a
2023-04-30 15:49:41,008 - testrun_4365653a - [INFO] - [E:196| 100]: Train Loss:0.00037655, Val MRR:0.41247, testrun_4365653a
2023-04-30 15:51:37,365 - testrun_4365653a - [INFO] - [E:196| 200]: Train Loss:0.00037721, Val MRR:0.41247, testrun_4365653a
2023-04-30 15:53:35,939 - testrun_4365653a - [INFO] - [E:196| 300]: Train Loss:0.00037711, Val MRR:0.41247, testrun_4365653a
2023-04-30 15:55:25,900 - testrun_4365653a - [INFO] - [E:196| 400]: Train Loss:0.00037678, Val MRR:0.41247, testrun_4365653a
2023-04-30 15:57:24,601 - testrun_4365653a - [INFO] - [E:196| 500]: Train Loss:0.00037712, Val MRR:0.41247, testrun_4365653a
2023-04-30 15:59:18,068 - testrun_4365653a - [INFO] - [E:196| 600]: Train Loss:0.00037705, Val MRR:0.41247, testrun_4365653a
2023-04-30 16:01:17,015 - testrun_4365653a - [INFO] - [E:196| 700]: Train Loss:0.00037723, Val MRR:0.41247, testrun_4365653a
2023-04-30 16:03:15,648 - testrun_4365653a - [INFO] - [E:196| 800]: Train Loss:0.00037737, Val MRR:0.41247, testrun_4365653a
2023-04-30 16:03:24,097 - testrun_4365653a - [INFO] - [Epoch:196]: Training Loss:0.0003774
2023-04-30 16:03:24,585 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 16:03:35,281 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 16:03:45,952 - testrun_4365653a - [INFO] - [Evaluating Epoch 196 valid]:
MRR: Tail : 0.42698, Head : 0.40174, Avg : 0.41436
2023-04-30 16:03:47,674 - testrun_4365653a - [INFO] - [Epoch 196]: Training Loss: 0.00037743, Valid MRR: 0.41436,
2023-04-30 16:03:50,452 - testrun_4365653a - [INFO] - [E:197| 0]: Train Loss:0.00037666, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:05:51,917 - testrun_4365653a - [INFO] - [E:197| 100]: Train Loss:0.00037607, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:07:47,010 - testrun_4365653a - [INFO] - [E:197| 200]: Train Loss:0.00037659, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:09:48,376 - testrun_4365653a - [INFO] - [E:197| 300]: Train Loss:0.00037651, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:11:58,264 - testrun_4365653a - [INFO] - [E:197| 400]: Train Loss:0.00037641, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:13:49,897 - testrun_4365653a - [INFO] - [E:197| 500]: Train Loss:0.00037604, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:15:48,041 - testrun_4365653a - [INFO] - [E:197| 600]: Train Loss:0.0003766, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:17:39,627 - testrun_4365653a - [INFO] - [E:197| 700]: Train Loss:0.0003768, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:19:39,362 - testrun_4365653a - [INFO] - [E:197| 800]: Train Loss:0.00037688, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:19:47,232 - testrun_4365653a - [INFO] - [Epoch:197]: Training Loss:0.0003769
2023-04-30 16:19:47,770 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 16:20:03,845 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 16:20:13,223 - testrun_4365653a - [INFO] - [Evaluating Epoch 197 valid]:
MRR: Tail : 0.42555, Head : 0.39991, Avg : 0.41273
2023-04-30 16:20:13,223 - testrun_4365653a - [INFO] - [Epoch 197]: Training Loss: 0.00037687, Valid MRR: 0.41436,
2023-04-30 16:20:14,630 - testrun_4365653a - [INFO] - [E:198| 0]: Train Loss:0.0003565, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:22:17,408 - testrun_4365653a - [INFO] - [E:198| 100]: Train Loss:0.00037418, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:24:14,153 - testrun_4365653a - [INFO] - [E:198| 200]: Train Loss:0.00037548, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:26:10,497 - testrun_4365653a - [INFO] - [E:198| 300]: Train Loss:0.00037567, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:28:10,680 - testrun_4365653a - [INFO] - [E:198| 400]: Train Loss:0.00037554, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:30:03,086 - testrun_4365653a - [INFO] - [E:198| 500]: Train Loss:0.0003758, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:32:10,365 - testrun_4365653a - [INFO] - [E:198| 600]: Train Loss:0.00037617, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:34:05,230 - testrun_4365653a - [INFO] - [E:198| 700]: Train Loss:0.00037614, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:36:06,992 - testrun_4365653a - [INFO] - [E:198| 800]: Train Loss:0.00037619, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:36:17,552 - testrun_4365653a - [INFO] - [Epoch:198]: Training Loss:0.0003762
2023-04-30 16:36:18,418 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 16:36:27,614 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 16:36:37,104 - testrun_4365653a - [INFO] - [Evaluating Epoch 198 valid]:
MRR: Tail : 0.42603, Head : 0.39805, Avg : 0.41204
2023-04-30 16:36:37,104 - testrun_4365653a - [INFO] - [Epoch 198]: Training Loss: 0.00037618, Valid MRR: 0.41436,
2023-04-30 16:36:37,957 - testrun_4365653a - [INFO] - [E:199| 0]: Train Loss:0.00036978, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:38:53,284 - testrun_4365653a - [INFO] - [E:199| 100]: Train Loss:0.00037566, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:40:50,469 - testrun_4365653a - [INFO] - [E:199| 200]: Train Loss:0.00037518, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:42:44,841 - testrun_4365653a - [INFO] - [E:199| 300]: Train Loss:0.00037497, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:44:36,073 - testrun_4365653a - [INFO] - [E:199| 400]: Train Loss:0.00037491, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:46:23,480 - testrun_4365653a - [INFO] - [E:199| 500]: Train Loss:0.00037495, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:48:16,753 - testrun_4365653a - [INFO] - [E:199| 600]: Train Loss:0.00037514, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:50:04,515 - testrun_4365653a - [INFO] - [E:199| 700]: Train Loss:0.00037544, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:52:13,023 - testrun_4365653a - [INFO] - [E:199| 800]: Train Loss:0.00037569, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:52:21,785 - testrun_4365653a - [INFO] - [Epoch:199]: Training Loss:0.0003758
2023-04-30 16:52:22,196 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 16:52:32,360 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 16:52:41,497 - testrun_4365653a - [INFO] - [Evaluating Epoch 199 valid]:
MRR: Tail : 0.42719, Head : 0.40003, Avg : 0.41361
MR: Tail : 5799.0, Head : 5226.8, Avg : 5512.9
Hit-1: Tail : 0.39651, Head : 0.36486, Avg : 0.38069
Hit-3: Tail : 0.44001, Head : 0.41859, Avg : 0.4293
Hit-10: Tail : 0.48154, Head : 0.46243, Avg : 0.47198
2023-04-30 16:52:41,497 - testrun_4365653a - [INFO] - [Epoch 199]: Training Loss: 0.00037578, Valid MRR: 0.41436,
2023-04-30 16:52:42,671 - testrun_4365653a - [INFO] - [E:200| 0]: Train Loss:0.00035991, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:54:39,324 - testrun_4365653a - [INFO] - [E:200| 100]: Train Loss:0.00037499, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:56:37,647 - testrun_4365653a - [INFO] - [E:200| 200]: Train Loss:0.00037441, Val MRR:0.41436, testrun_4365653a
2023-04-30 16:58:32,461 - testrun_4365653a - [INFO] - [E:200| 300]: Train Loss:0.00037488, Val MRR:0.41436, testrun_4365653a
2023-04-30 17:00:27,595 - testrun_4365653a - [INFO] - [E:200| 400]: Train Loss:0.00037459, Val MRR:0.41436, testrun_4365653a
2023-04-30 17:02:29,384 - testrun_4365653a - [INFO] - [E:200| 500]: Train Loss:0.00037469, Val MRR:0.41436, testrun_4365653a
2023-04-30 17:04:24,956 - testrun_4365653a - [INFO] - [E:200| 600]: Train Loss:0.00037499, Val MRR:0.41436, testrun_4365653a
2023-04-30 17:06:23,063 - testrun_4365653a - [INFO] - [E:200| 700]: Train Loss:0.00037504, Val MRR:0.41436, testrun_4365653a
2023-04-30 17:08:26,892 - testrun_4365653a - [INFO] - [E:200| 800]: Train Loss:0.00037523, Val MRR:0.41436, testrun_4365653a
2023-04-30 17:08:34,759 - testrun_4365653a - [INFO] - [Epoch:200]: Training Loss:0.0003753
2023-04-30 17:08:35,169 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 17:08:47,087 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 17:08:56,678 - testrun_4365653a - [INFO] - [Evaluating Epoch 200 valid]:
MRR: Tail : 0.42821, Head : 0.40145, Avg : 0.41483
2023-04-30 17:08:58,495 - testrun_4365653a - [INFO] - [Epoch 200]: Training Loss: 0.00037529, Valid MRR: 0.41483,
2023-04-30 17:09:00,355 - testrun_4365653a - [INFO] - [E:201| 0]: Train Loss:0.00037865, Val MRR:0.41483, testrun_4365653a
2023-04-30 17:11:13,780 - testrun_4365653a - [INFO] - [E:201| 100]: Train Loss:0.00037399, Val MRR:0.41483, testrun_4365653a
2023-04-30 17:13:10,821 - testrun_4365653a - [INFO] - [E:201| 200]: Train Loss:0.0003742, Val MRR:0.41483, testrun_4365653a
2023-04-30 17:15:01,449 - testrun_4365653a - [INFO] - [E:201| 300]: Train Loss:0.00037412, Val MRR:0.41483, testrun_4365653a
2023-04-30 17:16:54,022 - testrun_4365653a - [INFO] - [E:201| 400]: Train Loss:0.0003741, Val MRR:0.41483, testrun_4365653a
2023-04-30 17:18:57,391 - testrun_4365653a - [INFO] - [E:201| 500]: Train Loss:0.00037447, Val MRR:0.41483, testrun_4365653a
2023-04-30 17:20:53,405 - testrun_4365653a - [INFO] - [E:201| 600]: Train Loss:0.00037446, Val MRR:0.41483, testrun_4365653a
2023-04-30 17:23:06,832 - testrun_4365653a - [INFO] - [E:201| 700]: Train Loss:0.00037467, Val MRR:0.41483, testrun_4365653a
2023-04-30 17:25:11,967 - testrun_4365653a - [INFO] - [E:201| 800]: Train Loss:0.00037472, Val MRR:0.41483, testrun_4365653a
2023-04-30 17:25:22,280 - testrun_4365653a - [INFO] - [Epoch:201]: Training Loss:0.0003747
2023-04-30 17:25:22,734 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 17:25:33,490 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 17:25:42,483 - testrun_4365653a - [INFO] - [Evaluating Epoch 201 valid]:
MRR: Tail : 0.4267, Head : 0.40124, Avg : 0.41397
2023-04-30 17:25:42,483 - testrun_4365653a - [INFO] - [Epoch 201]: Training Loss: 0.00037475, Valid MRR: 0.41483,
2023-04-30 17:25:43,705 - testrun_4365653a - [INFO] - [E:202| 0]: Train Loss:0.00037709, Val MRR:0.41483, testrun_4365653a
2023-04-30 17:27:31,548 - testrun_4365653a - [INFO] - [E:202| 100]: Train Loss:0.00037221, Val MRR:0.41483, testrun_4365653a
2023-04-30 17:29:41,710 - testrun_4365653a - [INFO] - [E:202| 200]: Train Loss:0.00037413, Val MRR:0.41483, testrun_4365653a
2023-04-30 17:31:39,366 - testrun_4365653a - [INFO] - [E:202| 300]: Train Loss:0.0003751, Val MRR:0.41483, testrun_4365653a
2023-04-30 17:33:32,826 - testrun_4365653a - [INFO] - [E:202| 400]: Train Loss:0.00037468, Val MRR:0.41483, testrun_4365653a
2023-04-30 17:35:30,077 - testrun_4365653a - [INFO] - [E:202| 500]: Train Loss:0.00037475, Val MRR:0.41483, testrun_4365653a
2023-04-30 17:37:21,052 - testrun_4365653a - [INFO] - [E:202| 600]: Train Loss:0.00037436, Val MRR:0.41483, testrun_4365653a
2023-04-30 17:39:16,897 - testrun_4365653a - [INFO] - [E:202| 700]: Train Loss:0.00037455, Val MRR:0.41483, testrun_4365653a
2023-04-30 17:41:15,691 - testrun_4365653a - [INFO] - [E:202| 800]: Train Loss:0.00037461, Val MRR:0.41483, testrun_4365653a
2023-04-30 17:41:23,515 - testrun_4365653a - [INFO] - [Epoch:202]: Training Loss:0.0003746
2023-04-30 17:41:23,819 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 17:41:33,116 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 17:41:43,224 - testrun_4365653a - [INFO] - [Evaluating Epoch 202 valid]:
MRR: Tail : 0.42834, Head : 0.40359, Avg : 0.41596
2023-04-30 17:41:44,957 - testrun_4365653a - [INFO] - [Epoch 202]: Training Loss: 0.00037458, Valid MRR: 0.41596,
2023-04-30 17:41:45,887 - testrun_4365653a - [INFO] - [E:203| 0]: Train Loss:0.00037119, Val MRR:0.41596, testrun_4365653a
2023-04-30 17:43:42,145 - testrun_4365653a - [INFO] - [E:203| 100]: Train Loss:0.0003715, Val MRR:0.41596, testrun_4365653a
2023-04-30 17:45:43,236 - testrun_4365653a - [INFO] - [E:203| 200]: Train Loss:0.00037285, Val MRR:0.41596, testrun_4365653a
2023-04-30 17:47:47,535 - testrun_4365653a - [INFO] - [E:203| 300]: Train Loss:0.00037287, Val MRR:0.41596, testrun_4365653a
2023-04-30 17:49:56,680 - testrun_4365653a - [INFO] - [E:203| 400]: Train Loss:0.00037274, Val MRR:0.41596, testrun_4365653a
2023-04-30 17:52:01,311 - testrun_4365653a - [INFO] - [E:203| 500]: Train Loss:0.00037292, Val MRR:0.41596, testrun_4365653a
2023-04-30 17:54:13,711 - testrun_4365653a - [INFO] - [E:203| 600]: Train Loss:0.00037326, Val MRR:0.41596, testrun_4365653a
2023-04-30 17:56:15,069 - testrun_4365653a - [INFO] - [E:203| 700]: Train Loss:0.00037347, Val MRR:0.41596, testrun_4365653a
2023-04-30 17:58:06,846 - testrun_4365653a - [INFO] - [E:203| 800]: Train Loss:0.00037376, Val MRR:0.41596, testrun_4365653a
2023-04-30 17:58:17,502 - testrun_4365653a - [INFO] - [Epoch:203]: Training Loss:0.0003738
2023-04-30 17:58:17,953 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 17:58:27,369 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 17:58:36,708 - testrun_4365653a - [INFO] - [Evaluating Epoch 203 valid]:
MRR: Tail : 0.42546, Head : 0.40292, Avg : 0.41419
2023-04-30 17:58:36,708 - testrun_4365653a - [INFO] - [Epoch 203]: Training Loss: 0.00037376, Valid MRR: 0.41596,
2023-04-30 17:58:37,865 - testrun_4365653a - [INFO] - [E:204| 0]: Train Loss:0.00037266, Val MRR:0.41596, testrun_4365653a
2023-04-30 18:00:30,923 - testrun_4365653a - [INFO] - [E:204| 100]: Train Loss:0.00037204, Val MRR:0.41596, testrun_4365653a
2023-04-30 18:02:24,891 - testrun_4365653a - [INFO] - [E:204| 200]: Train Loss:0.00037209, Val MRR:0.41596, testrun_4365653a
2023-04-30 18:04:36,461 - testrun_4365653a - [INFO] - [E:204| 300]: Train Loss:0.00037246, Val MRR:0.41596, testrun_4365653a
2023-04-30 18:06:32,970 - testrun_4365653a - [INFO] - [E:204| 400]: Train Loss:0.00037256, Val MRR:0.41596, testrun_4365653a
2023-04-30 18:08:25,487 - testrun_4365653a - [INFO] - [E:204| 500]: Train Loss:0.00037301, Val MRR:0.41596, testrun_4365653a
2023-04-30 18:10:25,774 - testrun_4365653a - [INFO] - [E:204| 600]: Train Loss:0.00037302, Val MRR:0.41596, testrun_4365653a
2023-04-30 18:12:07,921 - testrun_4365653a - [INFO] - [E:204| 700]: Train Loss:0.00037331, Val MRR:0.41596, testrun_4365653a
2023-04-30 18:14:09,346 - testrun_4365653a - [INFO] - [E:204| 800]: Train Loss:0.00037319, Val MRR:0.41596, testrun_4365653a
2023-04-30 18:14:17,382 - testrun_4365653a - [INFO] - [Epoch:204]: Training Loss:0.0003732
2023-04-30 18:14:17,882 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 18:14:28,633 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 18:14:38,424 - testrun_4365653a - [INFO] - [Evaluating Epoch 204 valid]:
MRR: Tail : 0.42974, Head : 0.40314, Avg : 0.41644
2023-04-30 18:14:40,129 - testrun_4365653a - [INFO] - [Epoch 204]: Training Loss: 0.00037325, Valid MRR: 0.41644,
2023-04-30 18:14:41,167 - testrun_4365653a - [INFO] - [E:205| 0]: Train Loss:0.00042042, Val MRR:0.41644, testrun_4365653a
2023-04-30 18:16:39,827 - testrun_4365653a - [INFO] - [E:205| 100]: Train Loss:0.00037392, Val MRR:0.41644, testrun_4365653a
2023-04-30 18:18:45,361 - testrun_4365653a - [INFO] - [E:205| 200]: Train Loss:0.00037299, Val MRR:0.41644, testrun_4365653a
2023-04-30 18:20:40,429 - testrun_4365653a - [INFO] - [E:205| 300]: Train Loss:0.00037289, Val MRR:0.41644, testrun_4365653a
2023-04-30 18:22:32,393 - testrun_4365653a - [INFO] - [E:205| 400]: Train Loss:0.00037249, Val MRR:0.41644, testrun_4365653a
2023-04-30 18:24:22,893 - testrun_4365653a - [INFO] - [E:205| 500]: Train Loss:0.00037224, Val MRR:0.41644, testrun_4365653a
2023-04-30 18:26:27,985 - testrun_4365653a - [INFO] - [E:205| 600]: Train Loss:0.00037251, Val MRR:0.41644, testrun_4365653a
2023-04-30 18:28:23,591 - testrun_4365653a - [INFO] - [E:205| 700]: Train Loss:0.00037267, Val MRR:0.41644, testrun_4365653a
2023-04-30 18:30:28,935 - testrun_4365653a - [INFO] - [E:205| 800]: Train Loss:0.00037265, Val MRR:0.41644, testrun_4365653a
2023-04-30 18:30:37,301 - testrun_4365653a - [INFO] - [Epoch:205]: Training Loss:0.0003726
2023-04-30 18:30:37,828 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 18:30:49,652 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 18:31:02,079 - testrun_4365653a - [INFO] - [Evaluating Epoch 205 valid]:
MRR: Tail : 0.43089, Head : 0.40448, Avg : 0.41768
2023-04-30 18:31:03,900 - testrun_4365653a - [INFO] - [Epoch 205]: Training Loss: 0.00037263, Valid MRR: 0.41768,
2023-04-30 18:31:04,960 - testrun_4365653a - [INFO] - [E:206| 0]: Train Loss:0.00037482, Val MRR:0.41768, testrun_4365653a
2023-04-30 18:32:56,247 - testrun_4365653a - [INFO] - [E:206| 100]: Train Loss:0.00037198, Val MRR:0.41768, testrun_4365653a
2023-04-30 18:34:59,195 - testrun_4365653a - [INFO] - [E:206| 200]: Train Loss:0.00037152, Val MRR:0.41768, testrun_4365653a
2023-04-30 18:37:01,442 - testrun_4365653a - [INFO] - [E:206| 300]: Train Loss:0.00037168, Val MRR:0.41768, testrun_4365653a
2023-04-30 18:39:02,373 - testrun_4365653a - [INFO] - [E:206| 400]: Train Loss:0.00037201, Val MRR:0.41768, testrun_4365653a
2023-04-30 18:41:13,296 - testrun_4365653a - [INFO] - [E:206| 500]: Train Loss:0.00037198, Val MRR:0.41768, testrun_4365653a
2023-04-30 18:43:16,580 - testrun_4365653a - [INFO] - [E:206| 600]: Train Loss:0.00037194, Val MRR:0.41768, testrun_4365653a
2023-04-30 18:45:15,565 - testrun_4365653a - [INFO] - [E:206| 700]: Train Loss:0.00037219, Val MRR:0.41768, testrun_4365653a
2023-04-30 18:47:09,734 - testrun_4365653a - [INFO] - [E:206| 800]: Train Loss:0.00037218, Val MRR:0.41768, testrun_4365653a
2023-04-30 18:47:17,019 - testrun_4365653a - [INFO] - [Epoch:206]: Training Loss:0.0003721
2023-04-30 18:47:17,414 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 18:47:27,486 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 18:47:37,565 - testrun_4365653a - [INFO] - [Evaluating Epoch 206 valid]:
MRR: Tail : 0.43313, Head : 0.4045, Avg : 0.41881
2023-04-30 18:47:40,651 - testrun_4365653a - [INFO] - [Epoch 206]: Training Loss: 0.00037214, Valid MRR: 0.41881,
2023-04-30 18:47:41,792 - testrun_4365653a - [INFO] - [E:207| 0]: Train Loss:0.00035902, Val MRR:0.41881, testrun_4365653a
2023-04-30 18:49:46,021 - testrun_4365653a - [INFO] - [E:207| 100]: Train Loss:0.00037145, Val MRR:0.41881, testrun_4365653a
2023-04-30 18:51:49,498 - testrun_4365653a - [INFO] - [E:207| 200]: Train Loss:0.00037105, Val MRR:0.41881, testrun_4365653a
2023-04-30 18:53:43,008 - testrun_4365653a - [INFO] - [E:207| 300]: Train Loss:0.00037156, Val MRR:0.41881, testrun_4365653a
2023-04-30 18:55:41,740 - testrun_4365653a - [INFO] - [E:207| 400]: Train Loss:0.00037141, Val MRR:0.41881, testrun_4365653a
2023-04-30 18:57:37,482 - testrun_4365653a - [INFO] - [E:207| 500]: Train Loss:0.00037124, Val MRR:0.41881, testrun_4365653a
2023-04-30 18:59:33,990 - testrun_4365653a - [INFO] - [E:207| 600]: Train Loss:0.00037159, Val MRR:0.41881, testrun_4365653a
2023-04-30 19:01:32,036 - testrun_4365653a - [INFO] - [E:207| 700]: Train Loss:0.00037182, Val MRR:0.41881, testrun_4365653a
2023-04-30 19:03:33,271 - testrun_4365653a - [INFO] - [E:207| 800]: Train Loss:0.00037183, Val MRR:0.41881, testrun_4365653a
2023-04-30 19:03:43,414 - testrun_4365653a - [INFO] - [Epoch:207]: Training Loss:0.0003718
2023-04-30 19:03:43,659 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 19:03:50,827 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 19:04:01,563 - testrun_4365653a - [INFO] - [Evaluating Epoch 207 valid]:
MRR: Tail : 0.43503, Head : 0.40354, Avg : 0.41929
2023-04-30 19:04:03,330 - testrun_4365653a - [INFO] - [Epoch 207]: Training Loss: 0.0003718, Valid MRR: 0.41929,
2023-04-30 19:04:04,587 - testrun_4365653a - [INFO] - [E:208| 0]: Train Loss:0.00036225, Val MRR:0.41929, testrun_4365653a
2023-04-30 19:06:10,623 - testrun_4365653a - [INFO] - [E:208| 100]: Train Loss:0.00036986, Val MRR:0.41929, testrun_4365653a
2023-04-30 19:08:09,399 - testrun_4365653a - [INFO] - [E:208| 200]: Train Loss:0.00037022, Val MRR:0.41929, testrun_4365653a
2023-04-30 19:10:06,989 - testrun_4365653a - [INFO] - [E:208| 300]: Train Loss:0.00037073, Val MRR:0.41929, testrun_4365653a
2023-04-30 19:12:09,044 - testrun_4365653a - [INFO] - [E:208| 400]: Train Loss:0.00037083, Val MRR:0.41929, testrun_4365653a
2023-04-30 19:14:00,085 - testrun_4365653a - [INFO] - [E:208| 500]: Train Loss:0.00037098, Val MRR:0.41929, testrun_4365653a
2023-04-30 19:16:04,300 - testrun_4365653a - [INFO] - [E:208| 600]: Train Loss:0.00037082, Val MRR:0.41929, testrun_4365653a
2023-04-30 19:18:00,110 - testrun_4365653a - [INFO] - [E:208| 700]: Train Loss:0.00037097, Val MRR:0.41929, testrun_4365653a
2023-04-30 19:19:55,810 - testrun_4365653a - [INFO] - [E:208| 800]: Train Loss:0.00037089, Val MRR:0.41929, testrun_4365653a
2023-04-30 19:20:03,586 - testrun_4365653a - [INFO] - [Epoch:208]: Training Loss:0.000371
2023-04-30 19:20:03,987 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 19:20:15,551 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 19:20:26,485 - testrun_4365653a - [INFO] - [Evaluating Epoch 208 valid]:
MRR: Tail : 0.43321, Head : 0.40569, Avg : 0.41945
2023-04-30 19:20:28,262 - testrun_4365653a - [INFO] - [Epoch 208]: Training Loss: 0.00037101, Valid MRR: 0.41945,
2023-04-30 19:20:29,484 - testrun_4365653a - [INFO] - [E:209| 0]: Train Loss:0.00037231, Val MRR:0.41945, testrun_4365653a
2023-04-30 19:22:23,763 - testrun_4365653a - [INFO] - [E:209| 100]: Train Loss:0.00037135, Val MRR:0.41945, testrun_4365653a
2023-04-30 19:24:27,126 - testrun_4365653a - [INFO] - [E:209| 200]: Train Loss:0.00037074, Val MRR:0.41945, testrun_4365653a
2023-04-30 19:26:17,272 - testrun_4365653a - [INFO] - [E:209| 300]: Train Loss:0.00036971, Val MRR:0.41945, testrun_4365653a
2023-04-30 19:28:12,681 - testrun_4365653a - [INFO] - [E:209| 400]: Train Loss:0.00037011, Val MRR:0.41945, testrun_4365653a
2023-04-30 19:30:15,957 - testrun_4365653a - [INFO] - [E:209| 500]: Train Loss:0.00037029, Val MRR:0.41945, testrun_4365653a
2023-04-30 19:32:08,613 - testrun_4365653a - [INFO] - [E:209| 600]: Train Loss:0.00037056, Val MRR:0.41945, testrun_4365653a
2023-04-30 19:34:08,272 - testrun_4365653a - [INFO] - [E:209| 700]: Train Loss:0.00037069, Val MRR:0.41945, testrun_4365653a
2023-04-30 19:36:05,594 - testrun_4365653a - [INFO] - [E:209| 800]: Train Loss:0.00037079, Val MRR:0.41945, testrun_4365653a
2023-04-30 19:36:16,474 - testrun_4365653a - [INFO] - [Epoch:209]: Training Loss:0.0003708
2023-04-30 19:36:16,942 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 19:36:28,305 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 19:36:37,493 - testrun_4365653a - [INFO] - [Evaluating Epoch 209 valid]:
MRR: Tail : 0.4342, Head : 0.40604, Avg : 0.42012
MR: Tail : 5760.5, Head : 5233.8, Avg : 5497.1
Hit-1: Tail : 0.40672, Head : 0.37409, Avg : 0.39041
Hit-3: Tail : 0.44661, Head : 0.41991, Avg : 0.43326
Hit-10: Tail : 0.48055, Head : 0.46473, Avg : 0.47264
2023-04-30 19:36:39,217 - testrun_4365653a - [INFO] - [Epoch 209]: Training Loss: 0.00037083, Valid MRR: 0.42012,
2023-04-30 19:36:40,208 - testrun_4365653a - [INFO] - [E:210| 0]: Train Loss:0.00036752, Val MRR:0.42012, testrun_4365653a
2023-04-30 19:38:44,732 - testrun_4365653a - [INFO] - [E:210| 100]: Train Loss:0.00036817, Val MRR:0.42012, testrun_4365653a
2023-04-30 19:40:41,269 - testrun_4365653a - [INFO] - [E:210| 200]: Train Loss:0.00036928, Val MRR:0.42012, testrun_4365653a
2023-04-30 19:42:31,327 - testrun_4365653a - [INFO] - [E:210| 300]: Train Loss:0.00036971, Val MRR:0.42012, testrun_4365653a
2023-04-30 19:44:34,919 - testrun_4365653a - [INFO] - [E:210| 400]: Train Loss:0.00036991, Val MRR:0.42012, testrun_4365653a
2023-04-30 19:46:32,802 - testrun_4365653a - [INFO] - [E:210| 500]: Train Loss:0.00037, Val MRR:0.42012, testrun_4365653a
2023-04-30 19:48:43,274 - testrun_4365653a - [INFO] - [E:210| 600]: Train Loss:0.00036992, Val MRR:0.42012, testrun_4365653a
2023-04-30 19:50:50,881 - testrun_4365653a - [INFO] - [E:210| 700]: Train Loss:0.00037008, Val MRR:0.42012, testrun_4365653a
2023-04-30 19:52:58,191 - testrun_4365653a - [INFO] - [E:210| 800]: Train Loss:0.00037009, Val MRR:0.42012, testrun_4365653a
2023-04-30 19:53:06,168 - testrun_4365653a - [INFO] - [Epoch:210]: Training Loss:0.0003701
2023-04-30 19:53:06,558 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 19:53:16,301 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 19:53:26,546 - testrun_4365653a - [INFO] - [Evaluating Epoch 210 valid]:
MRR: Tail : 0.437, Head : 0.40805, Avg : 0.42253
2023-04-30 19:53:28,278 - testrun_4365653a - [INFO] - [Epoch 210]: Training Loss: 0.0003701, Valid MRR: 0.42253,
2023-04-30 19:53:29,358 - testrun_4365653a - [INFO] - [E:211| 0]: Train Loss:0.00037996, Val MRR:0.42253, testrun_4365653a
2023-04-30 19:55:24,370 - testrun_4365653a - [INFO] - [E:211| 100]: Train Loss:0.0003687, Val MRR:0.42253, testrun_4365653a
2023-04-30 19:57:19,695 - testrun_4365653a - [INFO] - [E:211| 200]: Train Loss:0.00036901, Val MRR:0.42253, testrun_4365653a
2023-04-30 19:59:26,416 - testrun_4365653a - [INFO] - [E:211| 300]: Train Loss:0.0003695, Val MRR:0.42253, testrun_4365653a
2023-04-30 20:01:15,887 - testrun_4365653a - [INFO] - [E:211| 400]: Train Loss:0.00036977, Val MRR:0.42253, testrun_4365653a
2023-04-30 20:03:07,228 - testrun_4365653a - [INFO] - [E:211| 500]: Train Loss:0.00036977, Val MRR:0.42253, testrun_4365653a
2023-04-30 20:05:04,527 - testrun_4365653a - [INFO] - [E:211| 600]: Train Loss:0.00036964, Val MRR:0.42253, testrun_4365653a
2023-04-30 20:06:56,652 - testrun_4365653a - [INFO] - [E:211| 700]: Train Loss:0.00037011, Val MRR:0.42253, testrun_4365653a
2023-04-30 20:08:50,261 - testrun_4365653a - [INFO] - [E:211| 800]: Train Loss:0.00037007, Val MRR:0.42253, testrun_4365653a
2023-04-30 20:08:59,409 - testrun_4365653a - [INFO] - [Epoch:211]: Training Loss:0.00037
2023-04-30 20:08:59,776 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 20:09:10,860 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 20:09:21,308 - testrun_4365653a - [INFO] - [Evaluating Epoch 211 valid]:
MRR: Tail : 0.43744, Head : 0.41118, Avg : 0.42431
2023-04-30 20:09:23,501 - testrun_4365653a - [INFO] - [Epoch 211]: Training Loss: 0.00037004, Valid MRR: 0.42431,
2023-04-30 20:09:24,607 - testrun_4365653a - [INFO] - [E:212| 0]: Train Loss:0.00037534, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:11:22,503 - testrun_4365653a - [INFO] - [E:212| 100]: Train Loss:0.00036855, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:13:28,911 - testrun_4365653a - [INFO] - [E:212| 200]: Train Loss:0.00036822, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:15:24,848 - testrun_4365653a - [INFO] - [E:212| 300]: Train Loss:0.00036875, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:17:29,418 - testrun_4365653a - [INFO] - [E:212| 400]: Train Loss:0.00036877, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:19:26,216 - testrun_4365653a - [INFO] - [E:212| 500]: Train Loss:0.00036892, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:21:17,863 - testrun_4365653a - [INFO] - [E:212| 600]: Train Loss:0.00036888, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:23:22,294 - testrun_4365653a - [INFO] - [E:212| 700]: Train Loss:0.00036922, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:25:20,627 - testrun_4365653a - [INFO] - [E:212| 800]: Train Loss:0.00036928, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:25:28,607 - testrun_4365653a - [INFO] - [Epoch:212]: Training Loss:0.0003693
2023-04-30 20:25:29,129 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 20:25:38,455 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 20:25:48,086 - testrun_4365653a - [INFO] - [Evaluating Epoch 212 valid]:
MRR: Tail : 0.43552, Head : 0.40901, Avg : 0.42227
2023-04-30 20:25:48,086 - testrun_4365653a - [INFO] - [Epoch 212]: Training Loss: 0.00036929, Valid MRR: 0.42431,
2023-04-30 20:25:48,998 - testrun_4365653a - [INFO] - [E:213| 0]: Train Loss:0.00036562, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:27:40,411 - testrun_4365653a - [INFO] - [E:213| 100]: Train Loss:0.00036855, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:29:36,585 - testrun_4365653a - [INFO] - [E:213| 200]: Train Loss:0.00036864, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:31:51,805 - testrun_4365653a - [INFO] - [E:213| 300]: Train Loss:0.00036894, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:33:46,012 - testrun_4365653a - [INFO] - [E:213| 400]: Train Loss:0.00036917, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:35:44,894 - testrun_4365653a - [INFO] - [E:213| 500]: Train Loss:0.00036889, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:37:35,657 - testrun_4365653a - [INFO] - [E:213| 600]: Train Loss:0.00036909, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:39:32,974 - testrun_4365653a - [INFO] - [E:213| 700]: Train Loss:0.00036907, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:41:31,314 - testrun_4365653a - [INFO] - [E:213| 800]: Train Loss:0.00036898, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:41:40,102 - testrun_4365653a - [INFO] - [Epoch:213]: Training Loss:0.000369
2023-04-30 20:41:40,580 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 20:41:50,594 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 20:42:01,586 - testrun_4365653a - [INFO] - [Evaluating Epoch 213 valid]:
MRR: Tail : 0.43555, Head : 0.41056, Avg : 0.42306
2023-04-30 20:42:01,586 - testrun_4365653a - [INFO] - [Epoch 213]: Training Loss: 0.00036897, Valid MRR: 0.42431,
2023-04-30 20:42:02,652 - testrun_4365653a - [INFO] - [E:214| 0]: Train Loss:0.00036165, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:44:02,189 - testrun_4365653a - [INFO] - [E:214| 100]: Train Loss:0.00036706, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:46:04,830 - testrun_4365653a - [INFO] - [E:214| 200]: Train Loss:0.00036679, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:48:00,692 - testrun_4365653a - [INFO] - [E:214| 300]: Train Loss:0.00036779, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:49:56,779 - testrun_4365653a - [INFO] - [E:214| 400]: Train Loss:0.00036781, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:51:49,426 - testrun_4365653a - [INFO] - [E:214| 500]: Train Loss:0.00036795, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:53:43,301 - testrun_4365653a - [INFO] - [E:214| 600]: Train Loss:0.00036783, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:55:35,876 - testrun_4365653a - [INFO] - [E:214| 700]: Train Loss:0.00036781, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:57:40,154 - testrun_4365653a - [INFO] - [E:214| 800]: Train Loss:0.00036838, Val MRR:0.42431, testrun_4365653a
2023-04-30 20:57:50,312 - testrun_4365653a - [INFO] - [Epoch:214]: Training Loss:0.0003684
2023-04-30 20:57:50,720 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 20:58:01,757 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 20:58:11,648 - testrun_4365653a - [INFO] - [Evaluating Epoch 214 valid]:
MRR: Tail : 0.43598, Head : 0.40985, Avg : 0.42291
2023-04-30 20:58:11,649 - testrun_4365653a - [INFO] - [Epoch 214]: Training Loss: 0.00036838, Valid MRR: 0.42431,
2023-04-30 20:58:12,707 - testrun_4365653a - [INFO] - [E:215| 0]: Train Loss:0.00037608, Val MRR:0.42431, testrun_4365653a
2023-04-30 21:00:22,952 - testrun_4365653a - [INFO] - [E:215| 100]: Train Loss:0.00036741, Val MRR:0.42431, testrun_4365653a
2023-04-30 21:02:16,745 - testrun_4365653a - [INFO] - [E:215| 200]: Train Loss:0.00036797, Val MRR:0.42431, testrun_4365653a
2023-04-30 21:04:12,507 - testrun_4365653a - [INFO] - [E:215| 300]: Train Loss:0.00036814, Val MRR:0.42431, testrun_4365653a
2023-04-30 21:06:07,122 - testrun_4365653a - [INFO] - [E:215| 400]: Train Loss:0.00036792, Val MRR:0.42431, testrun_4365653a
2023-04-30 21:07:54,682 - testrun_4365653a - [INFO] - [E:215| 500]: Train Loss:0.00036786, Val MRR:0.42431, testrun_4365653a
2023-04-30 21:09:59,199 - testrun_4365653a - [INFO] - [E:215| 600]: Train Loss:0.00036813, Val MRR:0.42431, testrun_4365653a
2023-04-30 21:11:55,487 - testrun_4365653a - [INFO] - [E:215| 700]: Train Loss:0.00036787, Val MRR:0.42431, testrun_4365653a
2023-04-30 21:13:52,695 - testrun_4365653a - [INFO] - [E:215| 800]: Train Loss:0.00036799, Val MRR:0.42431, testrun_4365653a
2023-04-30 21:14:01,111 - testrun_4365653a - [INFO] - [Epoch:215]: Training Loss:0.000368
2023-04-30 21:14:01,647 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 21:14:10,948 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 21:14:22,983 - testrun_4365653a - [INFO] - [Evaluating Epoch 215 valid]:
MRR: Tail : 0.43583, Head : 0.41142, Avg : 0.42363
2023-04-30 21:14:22,983 - testrun_4365653a - [INFO] - [Epoch 215]: Training Loss: 0.000368, Valid MRR: 0.42431,
2023-04-30 21:14:24,183 - testrun_4365653a - [INFO] - [E:216| 0]: Train Loss:0.00036384, Val MRR:0.42431, testrun_4365653a
2023-04-30 21:16:19,619 - testrun_4365653a - [INFO] - [E:216| 100]: Train Loss:0.00036599, Val MRR:0.42431, testrun_4365653a
2023-04-30 21:18:21,514 - testrun_4365653a - [INFO] - [E:216| 200]: Train Loss:0.00036573, Val MRR:0.42431, testrun_4365653a
2023-04-30 21:20:15,253 - testrun_4365653a - [INFO] - [E:216| 300]: Train Loss:0.00036622, Val MRR:0.42431, testrun_4365653a
2023-04-30 21:22:11,656 - testrun_4365653a - [INFO] - [E:216| 400]: Train Loss:0.00036678, Val MRR:0.42431, testrun_4365653a
2023-04-30 21:23:55,225 - testrun_4365653a - [INFO] - [E:216| 500]: Train Loss:0.00036684, Val MRR:0.42431, testrun_4365653a
2023-04-30 21:25:56,817 - testrun_4365653a - [INFO] - [E:216| 600]: Train Loss:0.00036692, Val MRR:0.42431, testrun_4365653a
2023-04-30 21:27:58,901 - testrun_4365653a - [INFO] - [E:216| 700]: Train Loss:0.00036718, Val MRR:0.42431, testrun_4365653a
2023-04-30 21:29:54,448 - testrun_4365653a - [INFO] - [E:216| 800]: Train Loss:0.00036744, Val MRR:0.42431, testrun_4365653a
2023-04-30 21:30:02,192 - testrun_4365653a - [INFO] - [Epoch:216]: Training Loss:0.0003674
2023-04-30 21:30:02,700 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 21:30:12,123 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 21:30:22,490 - testrun_4365653a - [INFO] - [Evaluating Epoch 216 valid]:
MRR: Tail : 0.43784, Head : 0.41163, Avg : 0.42473
2023-04-30 21:30:25,422 - testrun_4365653a - [INFO] - [Epoch 216]: Training Loss: 0.00036744, Valid MRR: 0.42473,
2023-04-30 21:30:26,533 - testrun_4365653a - [INFO] - [E:217| 0]: Train Loss:0.00037089, Val MRR:0.42473, testrun_4365653a
2023-04-30 21:32:29,168 - testrun_4365653a - [INFO] - [E:217| 100]: Train Loss:0.00036635, Val MRR:0.42473, testrun_4365653a
2023-04-30 21:34:37,267 - testrun_4365653a - [INFO] - [E:217| 200]: Train Loss:0.00036674, Val MRR:0.42473, testrun_4365653a
2023-04-30 21:36:32,138 - testrun_4365653a - [INFO] - [E:217| 300]: Train Loss:0.00036734, Val MRR:0.42473, testrun_4365653a
2023-04-30 21:38:25,211 - testrun_4365653a - [INFO] - [E:217| 400]: Train Loss:0.00036683, Val MRR:0.42473, testrun_4365653a
2023-04-30 21:40:16,933 - testrun_4365653a - [INFO] - [E:217| 500]: Train Loss:0.00036671, Val MRR:0.42473, testrun_4365653a
2023-04-30 21:42:24,675 - testrun_4365653a - [INFO] - [E:217| 600]: Train Loss:0.00036679, Val MRR:0.42473, testrun_4365653a
2023-04-30 21:44:17,491 - testrun_4365653a - [INFO] - [E:217| 700]: Train Loss:0.00036696, Val MRR:0.42473, testrun_4365653a
2023-04-30 21:46:25,638 - testrun_4365653a - [INFO] - [E:217| 800]: Train Loss:0.00036711, Val MRR:0.42473, testrun_4365653a
2023-04-30 21:46:34,154 - testrun_4365653a - [INFO] - [Epoch:217]: Training Loss:0.0003671
2023-04-30 21:46:34,629 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 21:46:44,080 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 21:46:53,126 - testrun_4365653a - [INFO] - [Evaluating Epoch 217 valid]:
MRR: Tail : 0.43864, Head : 0.41249, Avg : 0.42557
2023-04-30 21:46:54,906 - testrun_4365653a - [INFO] - [Epoch 217]: Training Loss: 0.00036715, Valid MRR: 0.42557,
2023-04-30 21:46:56,104 - testrun_4365653a - [INFO] - [E:218| 0]: Train Loss:0.00035872, Val MRR:0.42557, testrun_4365653a
2023-04-30 21:48:55,911 - testrun_4365653a - [INFO] - [E:218| 100]: Train Loss:0.00036737, Val MRR:0.42557, testrun_4365653a
2023-04-30 21:50:47,847 - testrun_4365653a - [INFO] - [E:218| 200]: Train Loss:0.00036662, Val MRR:0.42557, testrun_4365653a
2023-04-30 21:52:47,809 - testrun_4365653a - [INFO] - [E:218| 300]: Train Loss:0.00036708, Val MRR:0.42557, testrun_4365653a
2023-04-30 21:54:46,048 - testrun_4365653a - [INFO] - [E:218| 400]: Train Loss:0.00036716, Val MRR:0.42557, testrun_4365653a
2023-04-30 21:56:41,043 - testrun_4365653a - [INFO] - [E:218| 500]: Train Loss:0.00036714, Val MRR:0.42557, testrun_4365653a
2023-04-30 21:58:48,011 - testrun_4365653a - [INFO] - [E:218| 600]: Train Loss:0.00036723, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:00:39,487 - testrun_4365653a - [INFO] - [E:218| 700]: Train Loss:0.00036718, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:02:35,735 - testrun_4365653a - [INFO] - [E:218| 800]: Train Loss:0.00036715, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:02:46,042 - testrun_4365653a - [INFO] - [Epoch:218]: Training Loss:0.0003671
2023-04-30 22:02:46,476 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 22:02:57,377 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 22:03:06,676 - testrun_4365653a - [INFO] - [Evaluating Epoch 218 valid]:
MRR: Tail : 0.43834, Head : 0.41229, Avg : 0.42531
2023-04-30 22:03:06,676 - testrun_4365653a - [INFO] - [Epoch 218]: Training Loss: 0.00036714, Valid MRR: 0.42557,
2023-04-30 22:03:07,877 - testrun_4365653a - [INFO] - [E:219| 0]: Train Loss:0.00036429, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:05:09,326 - testrun_4365653a - [INFO] - [E:219| 100]: Train Loss:0.0003668, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:07:04,939 - testrun_4365653a - [INFO] - [E:219| 200]: Train Loss:0.00036621, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:09:04,825 - testrun_4365653a - [INFO] - [E:219| 300]: Train Loss:0.00036608, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:11:09,007 - testrun_4365653a - [INFO] - [E:219| 400]: Train Loss:0.00036572, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:13:10,218 - testrun_4365653a - [INFO] - [E:219| 500]: Train Loss:0.0003662, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:15:15,735 - testrun_4365653a - [INFO] - [E:219| 600]: Train Loss:0.00036625, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:17:18,876 - testrun_4365653a - [INFO] - [E:219| 700]: Train Loss:0.00036631, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:19:18,807 - testrun_4365653a - [INFO] - [E:219| 800]: Train Loss:0.00036648, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:19:29,928 - testrun_4365653a - [INFO] - [Epoch:219]: Training Loss:0.0003665
2023-04-30 22:19:30,331 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 22:19:40,174 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 22:19:50,415 - testrun_4365653a - [INFO] - [Evaluating Epoch 219 valid]:
MRR: Tail : 0.43781, Head : 0.41176, Avg : 0.42478
MR: Tail : 5835.9, Head : 5243.5, Avg : 5539.7
Hit-1: Tail : 0.412, Head : 0.38299, Avg : 0.3975
Hit-3: Tail : 0.44924, Head : 0.42551, Avg : 0.43738
Hit-10: Tail : 0.48187, Head : 0.46704, Avg : 0.47446
2023-04-30 22:19:50,415 - testrun_4365653a - [INFO] - [Epoch 219]: Training Loss: 0.00036649, Valid MRR: 0.42557,
2023-04-30 22:19:51,550 - testrun_4365653a - [INFO] - [E:220| 0]: Train Loss:0.00036941, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:21:53,430 - testrun_4365653a - [INFO] - [E:220| 100]: Train Loss:0.00036584, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:23:58,002 - testrun_4365653a - [INFO] - [E:220| 200]: Train Loss:0.00036572, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:25:52,524 - testrun_4365653a - [INFO] - [E:220| 300]: Train Loss:0.00036572, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:27:47,987 - testrun_4365653a - [INFO] - [E:220| 400]: Train Loss:0.00036539, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:29:49,808 - testrun_4365653a - [INFO] - [E:220| 500]: Train Loss:0.00036565, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:31:51,077 - testrun_4365653a - [INFO] - [E:220| 600]: Train Loss:0.00036583, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:33:55,157 - testrun_4365653a - [INFO] - [E:220| 700]: Train Loss:0.00036607, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:36:07,831 - testrun_4365653a - [INFO] - [E:220| 800]: Train Loss:0.00036603, Val MRR:0.42557, testrun_4365653a
2023-04-30 22:36:18,220 - testrun_4365653a - [INFO] - [Epoch:220]: Training Loss:0.000366
2023-04-30 22:36:18,746 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 22:36:29,757 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 22:36:38,664 - testrun_4365653a - [INFO] - [Evaluating Epoch 220 valid]:
MRR: Tail : 0.43937, Head : 0.41257, Avg : 0.42597
2023-04-30 22:36:40,389 - testrun_4365653a - [INFO] - [Epoch 220]: Training Loss: 0.00036604, Valid MRR: 0.42597,
2023-04-30 22:36:41,708 - testrun_4365653a - [INFO] - [E:221| 0]: Train Loss:0.0003763, Val MRR:0.42597, testrun_4365653a
2023-04-30 22:38:39,126 - testrun_4365653a - [INFO] - [E:221| 100]: Train Loss:0.00036386, Val MRR:0.42597, testrun_4365653a
2023-04-30 22:40:41,482 - testrun_4365653a - [INFO] - [E:221| 200]: Train Loss:0.00036436, Val MRR:0.42597, testrun_4365653a
2023-04-30 22:42:43,890 - testrun_4365653a - [INFO] - [E:221| 300]: Train Loss:0.0003648, Val MRR:0.42597, testrun_4365653a
2023-04-30 22:44:39,505 - testrun_4365653a - [INFO] - [E:221| 400]: Train Loss:0.00036567, Val MRR:0.42597, testrun_4365653a
2023-04-30 22:46:44,588 - testrun_4365653a - [INFO] - [E:221| 500]: Train Loss:0.0003657, Val MRR:0.42597, testrun_4365653a
2023-04-30 22:48:45,430 - testrun_4365653a - [INFO] - [E:221| 600]: Train Loss:0.00036567, Val MRR:0.42597, testrun_4365653a
2023-04-30 22:50:40,966 - testrun_4365653a - [INFO] - [E:221| 700]: Train Loss:0.00036601, Val MRR:0.42597, testrun_4365653a
2023-04-30 22:52:39,278 - testrun_4365653a - [INFO] - [E:221| 800]: Train Loss:0.00036591, Val MRR:0.42597, testrun_4365653a
2023-04-30 22:52:47,270 - testrun_4365653a - [INFO] - [Epoch:221]: Training Loss:0.0003659
2023-04-30 22:52:47,762 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 22:52:57,792 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 22:53:07,479 - testrun_4365653a - [INFO] - [Evaluating Epoch 221 valid]:
MRR: Tail : 0.43817, Head : 0.41281, Avg : 0.42549
2023-04-30 22:53:07,479 - testrun_4365653a - [INFO] - [Epoch 221]: Training Loss: 0.0003659, Valid MRR: 0.42597,
2023-04-30 22:53:08,743 - testrun_4365653a - [INFO] - [E:222| 0]: Train Loss:0.00035892, Val MRR:0.42597, testrun_4365653a
2023-04-30 22:55:04,613 - testrun_4365653a - [INFO] - [E:222| 100]: Train Loss:0.00036464, Val MRR:0.42597, testrun_4365653a
2023-04-30 22:57:02,090 - testrun_4365653a - [INFO] - [E:222| 200]: Train Loss:0.00036444, Val MRR:0.42597, testrun_4365653a
2023-04-30 22:58:56,794 - testrun_4365653a - [INFO] - [E:222| 300]: Train Loss:0.00036448, Val MRR:0.42597, testrun_4365653a
2023-04-30 23:00:49,449 - testrun_4365653a - [INFO] - [E:222| 400]: Train Loss:0.00036448, Val MRR:0.42597, testrun_4365653a
2023-04-30 23:02:45,267 - testrun_4365653a - [INFO] - [E:222| 500]: Train Loss:0.00036451, Val MRR:0.42597, testrun_4365653a
2023-04-30 23:04:40,414 - testrun_4365653a - [INFO] - [E:222| 600]: Train Loss:0.00036488, Val MRR:0.42597, testrun_4365653a
2023-04-30 23:06:44,004 - testrun_4365653a - [INFO] - [E:222| 700]: Train Loss:0.00036497, Val MRR:0.42597, testrun_4365653a
2023-04-30 23:08:41,824 - testrun_4365653a - [INFO] - [E:222| 800]: Train Loss:0.00036511, Val MRR:0.42597, testrun_4365653a
2023-04-30 23:08:49,485 - testrun_4365653a - [INFO] - [Epoch:222]: Training Loss:0.0003651
2023-04-30 23:08:49,790 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 23:09:00,289 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 23:09:11,539 - testrun_4365653a - [INFO] - [Evaluating Epoch 222 valid]:
MRR: Tail : 0.4382, Head : 0.41181, Avg : 0.42501
2023-04-30 23:09:11,539 - testrun_4365653a - [INFO] - [Epoch 222]: Training Loss: 0.00036512, Valid MRR: 0.42597,
2023-04-30 23:09:12,726 - testrun_4365653a - [INFO] - [E:223| 0]: Train Loss:0.00035722, Val MRR:0.42597, testrun_4365653a
2023-04-30 23:11:03,978 - testrun_4365653a - [INFO] - [E:223| 100]: Train Loss:0.00036359, Val MRR:0.42597, testrun_4365653a
2023-04-30 23:12:53,343 - testrun_4365653a - [INFO] - [E:223| 200]: Train Loss:0.00036445, Val MRR:0.42597, testrun_4365653a
2023-04-30 23:14:41,376 - testrun_4365653a - [INFO] - [E:223| 300]: Train Loss:0.00036479, Val MRR:0.42597, testrun_4365653a
2023-04-30 23:16:40,711 - testrun_4365653a - [INFO] - [E:223| 400]: Train Loss:0.00036459, Val MRR:0.42597, testrun_4365653a
2023-04-30 23:18:25,991 - testrun_4365653a - [INFO] - [E:223| 500]: Train Loss:0.00036476, Val MRR:0.42597, testrun_4365653a
2023-04-30 23:20:25,264 - testrun_4365653a - [INFO] - [E:223| 600]: Train Loss:0.00036453, Val MRR:0.42597, testrun_4365653a
2023-04-30 23:22:14,316 - testrun_4365653a - [INFO] - [E:223| 700]: Train Loss:0.00036485, Val MRR:0.42597, testrun_4365653a
2023-04-30 23:24:14,993 - testrun_4365653a - [INFO] - [E:223| 800]: Train Loss:0.00036489, Val MRR:0.42597, testrun_4365653a
2023-04-30 23:24:25,115 - testrun_4365653a - [INFO] - [Epoch:223]: Training Loss:0.0003649
2023-04-30 23:24:25,645 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 23:24:36,633 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 23:24:45,864 - testrun_4365653a - [INFO] - [Evaluating Epoch 223 valid]:
MRR: Tail : 0.4412, Head : 0.41359, Avg : 0.42739
2023-04-30 23:24:47,620 - testrun_4365653a - [INFO] - [Epoch 223]: Training Loss: 0.00036494, Valid MRR: 0.42739,
2023-04-30 23:24:49,487 - testrun_4365653a - [INFO] - [E:224| 0]: Train Loss:0.00037491, Val MRR:0.42739, testrun_4365653a
2023-04-30 23:26:52,039 - testrun_4365653a - [INFO] - [E:224| 100]: Train Loss:0.00036297, Val MRR:0.42739, testrun_4365653a
2023-04-30 23:28:45,597 - testrun_4365653a - [INFO] - [E:224| 200]: Train Loss:0.00036466, Val MRR:0.42739, testrun_4365653a
2023-04-30 23:30:42,930 - testrun_4365653a - [INFO] - [E:224| 300]: Train Loss:0.00036433, Val MRR:0.42739, testrun_4365653a
2023-04-30 23:32:42,001 - testrun_4365653a - [INFO] - [E:224| 400]: Train Loss:0.00036437, Val MRR:0.42739, testrun_4365653a
2023-04-30 23:34:44,708 - testrun_4365653a - [INFO] - [E:224| 500]: Train Loss:0.00036434, Val MRR:0.42739, testrun_4365653a
2023-04-30 23:36:41,703 - testrun_4365653a - [INFO] - [E:224| 600]: Train Loss:0.00036463, Val MRR:0.42739, testrun_4365653a
2023-04-30 23:38:48,978 - testrun_4365653a - [INFO] - [E:224| 700]: Train Loss:0.00036456, Val MRR:0.42739, testrun_4365653a
2023-04-30 23:40:46,839 - testrun_4365653a - [INFO] - [E:224| 800]: Train Loss:0.00036456, Val MRR:0.42739, testrun_4365653a
2023-04-30 23:40:56,059 - testrun_4365653a - [INFO] - [Epoch:224]: Training Loss:0.0003645
2023-04-30 23:40:56,596 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 23:41:07,052 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 23:41:15,947 - testrun_4365653a - [INFO] - [Evaluating Epoch 224 valid]:
MRR: Tail : 0.44063, Head : 0.4143, Avg : 0.42747
2023-04-30 23:41:17,750 - testrun_4365653a - [INFO] - [Epoch 224]: Training Loss: 0.00036455, Valid MRR: 0.42747,
2023-04-30 23:41:18,843 - testrun_4365653a - [INFO] - [E:225| 0]: Train Loss:0.00036958, Val MRR:0.42747, testrun_4365653a
2023-04-30 23:43:03,008 - testrun_4365653a - [INFO] - [E:225| 100]: Train Loss:0.00036426, Val MRR:0.42747, testrun_4365653a
2023-04-30 23:44:54,192 - testrun_4365653a - [INFO] - [E:225| 200]: Train Loss:0.00036485, Val MRR:0.42747, testrun_4365653a
2023-04-30 23:46:48,799 - testrun_4365653a - [INFO] - [E:225| 300]: Train Loss:0.00036459, Val MRR:0.42747, testrun_4365653a
2023-04-30 23:48:39,409 - testrun_4365653a - [INFO] - [E:225| 400]: Train Loss:0.00036447, Val MRR:0.42747, testrun_4365653a
2023-04-30 23:50:44,911 - testrun_4365653a - [INFO] - [E:225| 500]: Train Loss:0.0003641, Val MRR:0.42747, testrun_4365653a
2023-04-30 23:52:45,122 - testrun_4365653a - [INFO] - [E:225| 600]: Train Loss:0.00036384, Val MRR:0.42747, testrun_4365653a
2023-04-30 23:54:48,096 - testrun_4365653a - [INFO] - [E:225| 700]: Train Loss:0.00036408, Val MRR:0.42747, testrun_4365653a
2023-04-30 23:56:43,766 - testrun_4365653a - [INFO] - [E:225| 800]: Train Loss:0.00036397, Val MRR:0.42747, testrun_4365653a
2023-04-30 23:56:55,409 - testrun_4365653a - [INFO] - [Epoch:225]: Training Loss:0.000364
2023-04-30 23:56:55,890 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-04-30 23:57:06,444 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-04-30 23:57:16,676 - testrun_4365653a - [INFO] - [Evaluating Epoch 225 valid]:
MRR: Tail : 0.44068, Head : 0.41333, Avg : 0.42701
2023-04-30 23:57:16,676 - testrun_4365653a - [INFO] - [Epoch 225]: Training Loss: 0.00036403, Valid MRR: 0.42747,
2023-04-30 23:57:17,541 - testrun_4365653a - [INFO] - [E:226| 0]: Train Loss:0.00035742, Val MRR:0.42747, testrun_4365653a
2023-04-30 23:59:12,015 - testrun_4365653a - [INFO] - [E:226| 100]: Train Loss:0.0003623, Val MRR:0.42747, testrun_4365653a
2023-05-01 00:01:12,186 - testrun_4365653a - [INFO] - [E:226| 200]: Train Loss:0.00036354, Val MRR:0.42747, testrun_4365653a
2023-05-01 00:03:07,198 - testrun_4365653a - [INFO] - [E:226| 300]: Train Loss:0.00036362, Val MRR:0.42747, testrun_4365653a
2023-05-01 00:05:02,262 - testrun_4365653a - [INFO] - [E:226| 400]: Train Loss:0.00036366, Val MRR:0.42747, testrun_4365653a
2023-05-01 00:07:02,665 - testrun_4365653a - [INFO] - [E:226| 500]: Train Loss:0.00036359, Val MRR:0.42747, testrun_4365653a
2023-05-01 00:09:08,408 - testrun_4365653a - [INFO] - [E:226| 600]: Train Loss:0.00036369, Val MRR:0.42747, testrun_4365653a
2023-05-01 00:11:16,565 - testrun_4365653a - [INFO] - [E:226| 700]: Train Loss:0.00036374, Val MRR:0.42747, testrun_4365653a
2023-05-01 00:13:12,844 - testrun_4365653a - [INFO] - [E:226| 800]: Train Loss:0.00036369, Val MRR:0.42747, testrun_4365653a
2023-05-01 00:13:22,203 - testrun_4365653a - [INFO] - [Epoch:226]: Training Loss:0.0003637
2023-05-01 00:13:22,624 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 00:13:32,390 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 00:13:42,504 - testrun_4365653a - [INFO] - [Evaluating Epoch 226 valid]:
MRR: Tail : 0.44076, Head : 0.4151, Avg : 0.42793
2023-05-01 00:13:44,234 - testrun_4365653a - [INFO] - [Epoch 226]: Training Loss: 0.00036367, Valid MRR: 0.42793,
2023-05-01 00:13:45,541 - testrun_4365653a - [INFO] - [E:227| 0]: Train Loss:0.00035999, Val MRR:0.42793, testrun_4365653a
2023-05-01 00:15:49,830 - testrun_4365653a - [INFO] - [E:227| 100]: Train Loss:0.00036245, Val MRR:0.42793, testrun_4365653a
2023-05-01 00:17:45,498 - testrun_4365653a - [INFO] - [E:227| 200]: Train Loss:0.00036287, Val MRR:0.42793, testrun_4365653a
2023-05-01 00:19:41,611 - testrun_4365653a - [INFO] - [E:227| 300]: Train Loss:0.00036325, Val MRR:0.42793, testrun_4365653a
2023-05-01 00:21:34,858 - testrun_4365653a - [INFO] - [E:227| 400]: Train Loss:0.00036317, Val MRR:0.42793, testrun_4365653a
2023-05-01 00:23:35,685 - testrun_4365653a - [INFO] - [E:227| 500]: Train Loss:0.00036329, Val MRR:0.42793, testrun_4365653a
2023-05-01 00:25:36,267 - testrun_4365653a - [INFO] - [E:227| 600]: Train Loss:0.0003634, Val MRR:0.42793, testrun_4365653a
2023-05-01 00:27:39,252 - testrun_4365653a - [INFO] - [E:227| 700]: Train Loss:0.00036349, Val MRR:0.42793, testrun_4365653a
2023-05-01 00:29:45,578 - testrun_4365653a - [INFO] - [E:227| 800]: Train Loss:0.0003635, Val MRR:0.42793, testrun_4365653a
2023-05-01 00:29:53,722 - testrun_4365653a - [INFO] - [Epoch:227]: Training Loss:0.0003635
2023-05-01 00:29:54,107 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 00:30:04,409 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 00:30:13,629 - testrun_4365653a - [INFO] - [Evaluating Epoch 227 valid]:
MRR: Tail : 0.44182, Head : 0.41547, Avg : 0.42864
2023-05-01 00:30:16,371 - testrun_4365653a - [INFO] - [Epoch 227]: Training Loss: 0.00036349, Valid MRR: 0.42864,
2023-05-01 00:30:17,413 - testrun_4365653a - [INFO] - [E:228| 0]: Train Loss:0.00035838, Val MRR:0.42864, testrun_4365653a
2023-05-01 00:32:02,465 - testrun_4365653a - [INFO] - [E:228| 100]: Train Loss:0.00036244, Val MRR:0.42864, testrun_4365653a
2023-05-01 00:34:00,256 - testrun_4365653a - [INFO] - [E:228| 200]: Train Loss:0.0003624, Val MRR:0.42864, testrun_4365653a
2023-05-01 00:35:59,180 - testrun_4365653a - [INFO] - [E:228| 300]: Train Loss:0.00036247, Val MRR:0.42864, testrun_4365653a
2023-05-01 00:37:52,307 - testrun_4365653a - [INFO] - [E:228| 400]: Train Loss:0.00036241, Val MRR:0.42864, testrun_4365653a
2023-05-01 00:39:51,900 - testrun_4365653a - [INFO] - [E:228| 500]: Train Loss:0.00036263, Val MRR:0.42864, testrun_4365653a
2023-05-01 00:41:53,334 - testrun_4365653a - [INFO] - [E:228| 600]: Train Loss:0.00036261, Val MRR:0.42864, testrun_4365653a
2023-05-01 00:43:50,695 - testrun_4365653a - [INFO] - [E:228| 700]: Train Loss:0.00036276, Val MRR:0.42864, testrun_4365653a
2023-05-01 00:45:53,201 - testrun_4365653a - [INFO] - [E:228| 800]: Train Loss:0.00036302, Val MRR:0.42864, testrun_4365653a
2023-05-01 00:46:05,709 - testrun_4365653a - [INFO] - [Epoch:228]: Training Loss:0.000363
2023-05-01 00:46:06,000 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 00:46:15,833 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 00:46:25,011 - testrun_4365653a - [INFO] - [Evaluating Epoch 228 valid]:
MRR: Tail : 0.44143, Head : 0.41704, Avg : 0.42924
2023-05-01 00:46:26,845 - testrun_4365653a - [INFO] - [Epoch 228]: Training Loss: 0.00036305, Valid MRR: 0.42924,
2023-05-01 00:46:29,669 - testrun_4365653a - [INFO] - [E:229| 0]: Train Loss:0.00036532, Val MRR:0.42924, testrun_4365653a
2023-05-01 00:48:21,716 - testrun_4365653a - [INFO] - [E:229| 100]: Train Loss:0.00036191, Val MRR:0.42924, testrun_4365653a
2023-05-01 00:50:15,113 - testrun_4365653a - [INFO] - [E:229| 200]: Train Loss:0.00036211, Val MRR:0.42924, testrun_4365653a
2023-05-01 00:52:09,002 - testrun_4365653a - [INFO] - [E:229| 300]: Train Loss:0.00036153, Val MRR:0.42924, testrun_4365653a
2023-05-01 00:54:02,649 - testrun_4365653a - [INFO] - [E:229| 400]: Train Loss:0.00036195, Val MRR:0.42924, testrun_4365653a
2023-05-01 00:55:58,688 - testrun_4365653a - [INFO] - [E:229| 500]: Train Loss:0.00036212, Val MRR:0.42924, testrun_4365653a
2023-05-01 00:58:05,275 - testrun_4365653a - [INFO] - [E:229| 600]: Train Loss:0.00036217, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:00:08,067 - testrun_4365653a - [INFO] - [E:229| 700]: Train Loss:0.00036223, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:02:11,182 - testrun_4365653a - [INFO] - [E:229| 800]: Train Loss:0.00036246, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:02:19,669 - testrun_4365653a - [INFO] - [Epoch:229]: Training Loss:0.0003625
2023-05-01 01:02:20,108 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 01:02:29,325 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 01:02:39,117 - testrun_4365653a - [INFO] - [Evaluating Epoch 229 valid]:
MRR: Tail : 0.44356, Head : 0.41489, Avg : 0.42923
MR: Tail : 5816.3, Head : 5313.3, Avg : 5564.8
Hit-1: Tail : 0.41991, Head : 0.38794, Avg : 0.40392
Hit-3: Tail : 0.45353, Head : 0.42584, Avg : 0.43968
Hit-10: Tail : 0.48253, Head : 0.46605, Avg : 0.47429
2023-05-01 01:02:39,117 - testrun_4365653a - [INFO] - [Epoch 229]: Training Loss: 0.0003625, Valid MRR: 0.42924,
2023-05-01 01:02:40,215 - testrun_4365653a - [INFO] - [E:230| 0]: Train Loss:0.00036134, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:04:38,029 - testrun_4365653a - [INFO] - [E:230| 100]: Train Loss:0.00036166, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:06:37,632 - testrun_4365653a - [INFO] - [E:230| 200]: Train Loss:0.00036124, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:08:37,521 - testrun_4365653a - [INFO] - [E:230| 300]: Train Loss:0.00036142, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:10:41,876 - testrun_4365653a - [INFO] - [E:230| 400]: Train Loss:0.00036173, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:12:47,275 - testrun_4365653a - [INFO] - [E:230| 500]: Train Loss:0.0003618, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:14:45,285 - testrun_4365653a - [INFO] - [E:230| 600]: Train Loss:0.00036186, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:16:40,691 - testrun_4365653a - [INFO] - [E:230| 700]: Train Loss:0.00036227, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:18:38,451 - testrun_4365653a - [INFO] - [E:230| 800]: Train Loss:0.00036246, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:18:48,238 - testrun_4365653a - [INFO] - [Epoch:230]: Training Loss:0.0003625
2023-05-01 01:18:48,782 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 01:18:59,417 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 01:19:08,685 - testrun_4365653a - [INFO] - [Evaluating Epoch 230 valid]:
MRR: Tail : 0.44148, Head : 0.41413, Avg : 0.4278
2023-05-01 01:19:08,685 - testrun_4365653a - [INFO] - [Epoch 230]: Training Loss: 0.00036245, Valid MRR: 0.42924,
2023-05-01 01:19:09,819 - testrun_4365653a - [INFO] - [E:231| 0]: Train Loss:0.00035628, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:21:08,828 - testrun_4365653a - [INFO] - [E:231| 100]: Train Loss:0.00036127, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:23:04,019 - testrun_4365653a - [INFO] - [E:231| 200]: Train Loss:0.00036168, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:25:01,833 - testrun_4365653a - [INFO] - [E:231| 300]: Train Loss:0.00036191, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:27:00,920 - testrun_4365653a - [INFO] - [E:231| 400]: Train Loss:0.00036205, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:29:08,493 - testrun_4365653a - [INFO] - [E:231| 500]: Train Loss:0.00036207, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:31:06,226 - testrun_4365653a - [INFO] - [E:231| 600]: Train Loss:0.00036211, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:33:09,086 - testrun_4365653a - [INFO] - [E:231| 700]: Train Loss:0.00036207, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:35:04,654 - testrun_4365653a - [INFO] - [E:231| 800]: Train Loss:0.00036213, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:35:12,564 - testrun_4365653a - [INFO] - [Epoch:231]: Training Loss:0.0003621
2023-05-01 01:35:13,101 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 01:35:23,701 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 01:35:32,619 - testrun_4365653a - [INFO] - [Evaluating Epoch 231 valid]:
MRR: Tail : 0.44104, Head : 0.41522, Avg : 0.42813
2023-05-01 01:35:32,619 - testrun_4365653a - [INFO] - [Epoch 231]: Training Loss: 0.00036214, Valid MRR: 0.42924,
2023-05-01 01:35:33,633 - testrun_4365653a - [INFO] - [E:232| 0]: Train Loss:0.00035864, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:37:32,787 - testrun_4365653a - [INFO] - [E:232| 100]: Train Loss:0.00036003, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:39:33,937 - testrun_4365653a - [INFO] - [E:232| 200]: Train Loss:0.0003603, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:41:26,378 - testrun_4365653a - [INFO] - [E:232| 300]: Train Loss:0.00036063, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:43:38,381 - testrun_4365653a - [INFO] - [E:232| 400]: Train Loss:0.00036111, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:45:35,888 - testrun_4365653a - [INFO] - [E:232| 500]: Train Loss:0.00036119, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:47:27,873 - testrun_4365653a - [INFO] - [E:232| 600]: Train Loss:0.00036118, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:49:25,831 - testrun_4365653a - [INFO] - [E:232| 700]: Train Loss:0.00036158, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:51:28,389 - testrun_4365653a - [INFO] - [E:232| 800]: Train Loss:0.00036182, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:51:40,385 - testrun_4365653a - [INFO] - [Epoch:232]: Training Loss:0.0003618
2023-05-01 01:51:40,796 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 01:51:50,153 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 01:51:59,176 - testrun_4365653a - [INFO] - [Evaluating Epoch 232 valid]:
MRR: Tail : 0.44159, Head : 0.41536, Avg : 0.42847
2023-05-01 01:51:59,177 - testrun_4365653a - [INFO] - [Epoch 232]: Training Loss: 0.00036182, Valid MRR: 0.42924,
2023-05-01 01:52:00,224 - testrun_4365653a - [INFO] - [E:233| 0]: Train Loss:0.00037082, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:53:51,550 - testrun_4365653a - [INFO] - [E:233| 100]: Train Loss:0.00036107, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:55:41,429 - testrun_4365653a - [INFO] - [E:233| 200]: Train Loss:0.00036077, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:57:35,039 - testrun_4365653a - [INFO] - [E:233| 300]: Train Loss:0.00036076, Val MRR:0.42924, testrun_4365653a
2023-05-01 01:59:34,756 - testrun_4365653a - [INFO] - [E:233| 400]: Train Loss:0.00036085, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:01:28,743 - testrun_4365653a - [INFO] - [E:233| 500]: Train Loss:0.00036074, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:03:21,035 - testrun_4365653a - [INFO] - [E:233| 600]: Train Loss:0.00036089, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:05:16,480 - testrun_4365653a - [INFO] - [E:233| 700]: Train Loss:0.0003612, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:07:07,211 - testrun_4365653a - [INFO] - [E:233| 800]: Train Loss:0.00036123, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:07:16,044 - testrun_4365653a - [INFO] - [Epoch:233]: Training Loss:0.0003613
2023-05-01 02:07:16,374 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 02:07:25,816 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 02:07:35,851 - testrun_4365653a - [INFO] - [Evaluating Epoch 233 valid]:
MRR: Tail : 0.44085, Head : 0.41692, Avg : 0.42889
2023-05-01 02:07:35,851 - testrun_4365653a - [INFO] - [Epoch 233]: Training Loss: 0.00036127, Valid MRR: 0.42924,
2023-05-01 02:07:36,741 - testrun_4365653a - [INFO] - [E:234| 0]: Train Loss:0.00035395, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:09:32,088 - testrun_4365653a - [INFO] - [E:234| 100]: Train Loss:0.00036119, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:11:29,851 - testrun_4365653a - [INFO] - [E:234| 200]: Train Loss:0.00036119, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:13:22,359 - testrun_4365653a - [INFO] - [E:234| 300]: Train Loss:0.00036087, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:15:18,223 - testrun_4365653a - [INFO] - [E:234| 400]: Train Loss:0.00036073, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:17:14,532 - testrun_4365653a - [INFO] - [E:234| 500]: Train Loss:0.00036077, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:19:20,287 - testrun_4365653a - [INFO] - [E:234| 600]: Train Loss:0.00036105, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:21:17,499 - testrun_4365653a - [INFO] - [E:234| 700]: Train Loss:0.00036114, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:23:20,608 - testrun_4365653a - [INFO] - [E:234| 800]: Train Loss:0.00036105, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:23:28,938 - testrun_4365653a - [INFO] - [Epoch:234]: Training Loss:0.0003611
2023-05-01 02:23:29,356 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 02:23:39,010 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 02:23:48,113 - testrun_4365653a - [INFO] - [Evaluating Epoch 234 valid]:
MRR: Tail : 0.43922, Head : 0.41783, Avg : 0.42853
2023-05-01 02:23:48,114 - testrun_4365653a - [INFO] - [Epoch 234]: Training Loss: 0.00036108, Valid MRR: 0.42924,
2023-05-01 02:23:48,947 - testrun_4365653a - [INFO] - [E:235| 0]: Train Loss:0.00036579, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:25:41,101 - testrun_4365653a - [INFO] - [E:235| 100]: Train Loss:0.0003592, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:27:40,939 - testrun_4365653a - [INFO] - [E:235| 200]: Train Loss:0.00035992, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:29:36,507 - testrun_4365653a - [INFO] - [E:235| 300]: Train Loss:0.00036079, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:31:39,323 - testrun_4365653a - [INFO] - [E:235| 400]: Train Loss:0.00036049, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:33:38,416 - testrun_4365653a - [INFO] - [E:235| 500]: Train Loss:0.00036079, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:35:41,992 - testrun_4365653a - [INFO] - [E:235| 600]: Train Loss:0.00036079, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:37:50,363 - testrun_4365653a - [INFO] - [E:235| 700]: Train Loss:0.00036072, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:39:42,521 - testrun_4365653a - [INFO] - [E:235| 800]: Train Loss:0.00036074, Val MRR:0.42924, testrun_4365653a
2023-05-01 02:39:50,364 - testrun_4365653a - [INFO] - [Epoch:235]: Training Loss:0.0003607
2023-05-01 02:39:50,754 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 02:40:02,224 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 02:40:12,019 - testrun_4365653a - [INFO] - [Evaluating Epoch 235 valid]:
MRR: Tail : 0.44049, Head : 0.41821, Avg : 0.42935
2023-05-01 02:40:13,820 - testrun_4365653a - [INFO] - [Epoch 235]: Training Loss: 0.00036072, Valid MRR: 0.42935,
2023-05-01 02:40:14,716 - testrun_4365653a - [INFO] - [E:236| 0]: Train Loss:0.00035315, Val MRR:0.42935, testrun_4365653a
2023-05-01 02:42:14,090 - testrun_4365653a - [INFO] - [E:236| 100]: Train Loss:0.00035952, Val MRR:0.42935, testrun_4365653a
2023-05-01 02:44:08,714 - testrun_4365653a - [INFO] - [E:236| 200]: Train Loss:0.00036071, Val MRR:0.42935, testrun_4365653a
2023-05-01 02:46:03,695 - testrun_4365653a - [INFO] - [E:236| 300]: Train Loss:0.00036024, Val MRR:0.42935, testrun_4365653a
2023-05-01 02:47:59,762 - testrun_4365653a - [INFO] - [E:236| 400]: Train Loss:0.00036033, Val MRR:0.42935, testrun_4365653a
2023-05-01 02:49:55,259 - testrun_4365653a - [INFO] - [E:236| 500]: Train Loss:0.00036019, Val MRR:0.42935, testrun_4365653a
2023-05-01 02:51:49,902 - testrun_4365653a - [INFO] - [E:236| 600]: Train Loss:0.00036044, Val MRR:0.42935, testrun_4365653a
2023-05-01 02:53:46,375 - testrun_4365653a - [INFO] - [E:236| 700]: Train Loss:0.00036048, Val MRR:0.42935, testrun_4365653a
2023-05-01 02:55:46,597 - testrun_4365653a - [INFO] - [E:236| 800]: Train Loss:0.00036051, Val MRR:0.42935, testrun_4365653a
2023-05-01 02:55:57,609 - testrun_4365653a - [INFO] - [Epoch:236]: Training Loss:0.0003605
2023-05-01 02:55:58,032 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 02:56:08,100 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 02:56:17,525 - testrun_4365653a - [INFO] - [Evaluating Epoch 236 valid]:
MRR: Tail : 0.4402, Head : 0.41998, Avg : 0.43009
2023-05-01 02:56:19,280 - testrun_4365653a - [INFO] - [Epoch 236]: Training Loss: 0.00036051, Valid MRR: 0.43009,
2023-05-01 02:56:20,492 - testrun_4365653a - [INFO] - [E:237| 0]: Train Loss:0.00035069, Val MRR:0.43009, testrun_4365653a
2023-05-01 02:58:14,575 - testrun_4365653a - [INFO] - [E:237| 100]: Train Loss:0.00036003, Val MRR:0.43009, testrun_4365653a
2023-05-01 03:00:09,078 - testrun_4365653a - [INFO] - [E:237| 200]: Train Loss:0.00035926, Val MRR:0.43009, testrun_4365653a
2023-05-01 03:02:17,607 - testrun_4365653a - [INFO] - [E:237| 300]: Train Loss:0.00035941, Val MRR:0.43009, testrun_4365653a
2023-05-01 03:04:16,074 - testrun_4365653a - [INFO] - [E:237| 400]: Train Loss:0.00035953, Val MRR:0.43009, testrun_4365653a
2023-05-01 03:06:08,917 - testrun_4365653a - [INFO] - [E:237| 500]: Train Loss:0.00036016, Val MRR:0.43009, testrun_4365653a
2023-05-01 03:08:08,674 - testrun_4365653a - [INFO] - [E:237| 600]: Train Loss:0.00036022, Val MRR:0.43009, testrun_4365653a
2023-05-01 03:10:06,648 - testrun_4365653a - [INFO] - [E:237| 700]: Train Loss:0.00036014, Val MRR:0.43009, testrun_4365653a
2023-05-01 03:12:03,633 - testrun_4365653a - [INFO] - [E:237| 800]: Train Loss:0.00036018, Val MRR:0.43009, testrun_4365653a
2023-05-01 03:12:13,346 - testrun_4365653a - [INFO] - [Epoch:237]: Training Loss:0.0003602
2023-05-01 03:12:13,693 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 03:12:23,448 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 03:12:32,366 - testrun_4365653a - [INFO] - [Evaluating Epoch 237 valid]:
MRR: Tail : 0.4425, Head : 0.41894, Avg : 0.43072
2023-05-01 03:12:34,110 - testrun_4365653a - [INFO] - [Epoch 237]: Training Loss: 0.00036015, Valid MRR: 0.43072,
2023-05-01 03:12:35,356 - testrun_4365653a - [INFO] - [E:238| 0]: Train Loss:0.00035643, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:14:38,976 - testrun_4365653a - [INFO] - [E:238| 100]: Train Loss:0.00035868, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:16:31,238 - testrun_4365653a - [INFO] - [E:238| 200]: Train Loss:0.00035896, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:18:28,261 - testrun_4365653a - [INFO] - [E:238| 300]: Train Loss:0.00035927, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:20:19,337 - testrun_4365653a - [INFO] - [E:238| 400]: Train Loss:0.00035927, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:22:13,143 - testrun_4365653a - [INFO] - [E:238| 500]: Train Loss:0.0003593, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:24:08,361 - testrun_4365653a - [INFO] - [E:238| 600]: Train Loss:0.00035929, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:26:04,876 - testrun_4365653a - [INFO] - [E:238| 700]: Train Loss:0.00035932, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:27:58,933 - testrun_4365653a - [INFO] - [E:238| 800]: Train Loss:0.00035935, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:28:06,742 - testrun_4365653a - [INFO] - [Epoch:238]: Training Loss:0.0003594
2023-05-01 03:28:07,226 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 03:28:17,497 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 03:28:26,110 - testrun_4365653a - [INFO] - [Evaluating Epoch 238 valid]:
MRR: Tail : 0.44138, Head : 0.41783, Avg : 0.42961
2023-05-01 03:28:26,110 - testrun_4365653a - [INFO] - [Epoch 238]: Training Loss: 0.00035939, Valid MRR: 0.43072,
2023-05-01 03:28:27,197 - testrun_4365653a - [INFO] - [E:239| 0]: Train Loss:0.00035767, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:30:20,855 - testrun_4365653a - [INFO] - [E:239| 100]: Train Loss:0.00035952, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:32:12,376 - testrun_4365653a - [INFO] - [E:239| 200]: Train Loss:0.00035866, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:34:13,149 - testrun_4365653a - [INFO] - [E:239| 300]: Train Loss:0.00035877, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:36:08,549 - testrun_4365653a - [INFO] - [E:239| 400]: Train Loss:0.00035906, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:38:06,357 - testrun_4365653a - [INFO] - [E:239| 500]: Train Loss:0.000359, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:40:07,026 - testrun_4365653a - [INFO] - [E:239| 600]: Train Loss:0.00035913, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:42:13,129 - testrun_4365653a - [INFO] - [E:239| 700]: Train Loss:0.00035951, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:44:14,136 - testrun_4365653a - [INFO] - [E:239| 800]: Train Loss:0.00035937, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:44:24,936 - testrun_4365653a - [INFO] - [Epoch:239]: Training Loss:0.0003593
2023-05-01 03:44:25,442 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 03:44:34,794 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 03:44:44,861 - testrun_4365653a - [INFO] - [Evaluating Epoch 239 valid]:
MRR: Tail : 0.44181, Head : 0.4193, Avg : 0.43055
MR: Tail : 5800.3, Head : 5300.2, Avg : 5550.2
Hit-1: Tail : 0.41793, Head : 0.39387, Avg : 0.4059
Hit-3: Tail : 0.45287, Head : 0.42914, Avg : 0.441
Hit-10: Tail : 0.48187, Head : 0.46935, Avg : 0.47561
2023-05-01 03:44:44,861 - testrun_4365653a - [INFO] - [Epoch 239]: Training Loss: 0.00035935, Valid MRR: 0.43072,
2023-05-01 03:44:46,075 - testrun_4365653a - [INFO] - [E:240| 0]: Train Loss:0.00035958, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:46:51,768 - testrun_4365653a - [INFO] - [E:240| 100]: Train Loss:0.00035901, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:49:08,640 - testrun_4365653a - [INFO] - [E:240| 200]: Train Loss:0.00035851, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:50:57,821 - testrun_4365653a - [INFO] - [E:240| 300]: Train Loss:0.00035826, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:52:54,136 - testrun_4365653a - [INFO] - [E:240| 400]: Train Loss:0.00035872, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:54:46,914 - testrun_4365653a - [INFO] - [E:240| 500]: Train Loss:0.00035877, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:56:36,856 - testrun_4365653a - [INFO] - [E:240| 600]: Train Loss:0.00035899, Val MRR:0.43072, testrun_4365653a
2023-05-01 03:58:52,281 - testrun_4365653a - [INFO] - [E:240| 700]: Train Loss:0.0003591, Val MRR:0.43072, testrun_4365653a
2023-05-01 04:00:44,463 - testrun_4365653a - [INFO] - [E:240| 800]: Train Loss:0.00035917, Val MRR:0.43072, testrun_4365653a
2023-05-01 04:00:53,022 - testrun_4365653a - [INFO] - [Epoch:240]: Training Loss:0.0003592
2023-05-01 04:00:53,449 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 04:01:04,338 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 04:01:14,196 - testrun_4365653a - [INFO] - [Evaluating Epoch 240 valid]:
MRR: Tail : 0.44353, Head : 0.41877, Avg : 0.43115
2023-05-01 04:01:15,914 - testrun_4365653a - [INFO] - [Epoch 240]: Training Loss: 0.00035919, Valid MRR: 0.43115,
2023-05-01 04:01:17,150 - testrun_4365653a - [INFO] - [E:241| 0]: Train Loss:0.00035598, Val MRR:0.43115, testrun_4365653a
2023-05-01 04:03:14,958 - testrun_4365653a - [INFO] - [E:241| 100]: Train Loss:0.00035715, Val MRR:0.43115, testrun_4365653a
2023-05-01 04:05:28,804 - testrun_4365653a - [INFO] - [E:241| 200]: Train Loss:0.00035735, Val MRR:0.43115, testrun_4365653a
2023-05-01 04:07:26,211 - testrun_4365653a - [INFO] - [E:241| 300]: Train Loss:0.00035811, Val MRR:0.43115, testrun_4365653a
2023-05-01 04:09:25,404 - testrun_4365653a - [INFO] - [E:241| 400]: Train Loss:0.00035844, Val MRR:0.43115, testrun_4365653a
2023-05-01 04:11:25,645 - testrun_4365653a - [INFO] - [E:241| 500]: Train Loss:0.00035845, Val MRR:0.43115, testrun_4365653a
2023-05-01 04:13:20,341 - testrun_4365653a - [INFO] - [E:241| 600]: Train Loss:0.00035856, Val MRR:0.43115, testrun_4365653a
2023-05-01 04:15:13,649 - testrun_4365653a - [INFO] - [E:241| 700]: Train Loss:0.00035861, Val MRR:0.43115, testrun_4365653a
2023-05-01 04:17:12,081 - testrun_4365653a - [INFO] - [E:241| 800]: Train Loss:0.00035897, Val MRR:0.43115, testrun_4365653a
2023-05-01 04:17:19,790 - testrun_4365653a - [INFO] - [Epoch:241]: Training Loss:0.000359
2023-05-01 04:17:20,143 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 04:17:31,047 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 04:17:40,267 - testrun_4365653a - [INFO] - [Evaluating Epoch 241 valid]:
MRR: Tail : 0.44554, Head : 0.41898, Avg : 0.43226
2023-05-01 04:17:42,067 - testrun_4365653a - [INFO] - [Epoch 241]: Training Loss: 0.00035896, Valid MRR: 0.43226,
2023-05-01 04:17:42,904 - testrun_4365653a - [INFO] - [E:242| 0]: Train Loss:0.00035779, Val MRR:0.43226, testrun_4365653a
2023-05-01 04:19:41,351 - testrun_4365653a - [INFO] - [E:242| 100]: Train Loss:0.00035796, Val MRR:0.43226, testrun_4365653a
2023-05-01 04:21:42,317 - testrun_4365653a - [INFO] - [E:242| 200]: Train Loss:0.00035813, Val MRR:0.43226, testrun_4365653a
2023-05-01 04:23:38,211 - testrun_4365653a - [INFO] - [E:242| 300]: Train Loss:0.00035772, Val MRR:0.43226, testrun_4365653a
2023-05-01 04:25:33,435 - testrun_4365653a - [INFO] - [E:242| 400]: Train Loss:0.00035804, Val MRR:0.43226, testrun_4365653a
2023-05-01 04:27:38,633 - testrun_4365653a - [INFO] - [E:242| 500]: Train Loss:0.00035799, Val MRR:0.43226, testrun_4365653a
2023-05-01 04:29:57,220 - testrun_4365653a - [INFO] - [E:242| 600]: Train Loss:0.00035812, Val MRR:0.43226, testrun_4365653a
2023-05-01 04:31:51,710 - testrun_4365653a - [INFO] - [E:242| 700]: Train Loss:0.00035832, Val MRR:0.43226, testrun_4365653a
2023-05-01 04:33:51,600 - testrun_4365653a - [INFO] - [E:242| 800]: Train Loss:0.0003585, Val MRR:0.43226, testrun_4365653a
2023-05-01 04:33:59,112 - testrun_4365653a - [INFO] - [Epoch:242]: Training Loss:0.0003585
2023-05-01 04:33:59,794 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 04:34:09,451 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 04:34:19,600 - testrun_4365653a - [INFO] - [Evaluating Epoch 242 valid]:
MRR: Tail : 0.4436, Head : 0.41947, Avg : 0.43154
2023-05-01 04:34:19,601 - testrun_4365653a - [INFO] - [Epoch 242]: Training Loss: 0.0003585, Valid MRR: 0.43226,
2023-05-01 04:34:20,583 - testrun_4365653a - [INFO] - [E:243| 0]: Train Loss:0.00035988, Val MRR:0.43226, testrun_4365653a
2023-05-01 04:36:29,749 - testrun_4365653a - [INFO] - [E:243| 100]: Train Loss:0.00035824, Val MRR:0.43226, testrun_4365653a
2023-05-01 04:38:50,461 - testrun_4365653a - [INFO] - [E:243| 200]: Train Loss:0.0003583, Val MRR:0.43226, testrun_4365653a
2023-05-01 04:40:47,499 - testrun_4365653a - [INFO] - [E:243| 300]: Train Loss:0.00035764, Val MRR:0.43226, testrun_4365653a
2023-05-01 04:42:34,343 - testrun_4365653a - [INFO] - [E:243| 400]: Train Loss:0.00035761, Val MRR:0.43226, testrun_4365653a
2023-05-01 04:44:30,107 - testrun_4365653a - [INFO] - [E:243| 500]: Train Loss:0.00035762, Val MRR:0.43226, testrun_4365653a
2023-05-01 04:46:25,688 - testrun_4365653a - [INFO] - [E:243| 600]: Train Loss:0.00035779, Val MRR:0.43226, testrun_4365653a
2023-05-01 04:48:20,078 - testrun_4365653a - [INFO] - [E:243| 700]: Train Loss:0.00035811, Val MRR:0.43226, testrun_4365653a
2023-05-01 04:50:12,335 - testrun_4365653a - [INFO] - [E:243| 800]: Train Loss:0.00035831, Val MRR:0.43226, testrun_4365653a
2023-05-01 04:50:23,345 - testrun_4365653a - [INFO] - [Epoch:243]: Training Loss:0.0003583
2023-05-01 04:50:23,842 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 04:50:34,620 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 04:50:44,969 - testrun_4365653a - [INFO] - [Evaluating Epoch 243 valid]:
MRR: Tail : 0.44509, Head : 0.42108, Avg : 0.43308
2023-05-01 04:50:46,701 - testrun_4365653a - [INFO] - [Epoch 243]: Training Loss: 0.00035833, Valid MRR: 0.43308,
2023-05-01 04:50:49,073 - testrun_4365653a - [INFO] - [E:244| 0]: Train Loss:0.00035697, Val MRR:0.43308, testrun_4365653a
2023-05-01 04:53:07,356 - testrun_4365653a - [INFO] - [E:244| 100]: Train Loss:0.00035716, Val MRR:0.43308, testrun_4365653a
2023-05-01 04:55:21,657 - testrun_4365653a - [INFO] - [E:244| 200]: Train Loss:0.00035738, Val MRR:0.43308, testrun_4365653a
2023-05-01 04:57:35,949 - testrun_4365653a - [INFO] - [E:244| 300]: Train Loss:0.00035724, Val MRR:0.43308, testrun_4365653a
2023-05-01 04:59:38,719 - testrun_4365653a - [INFO] - [E:244| 400]: Train Loss:0.00035757, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:01:41,271 - testrun_4365653a - [INFO] - [E:244| 500]: Train Loss:0.00035778, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:03:47,260 - testrun_4365653a - [INFO] - [E:244| 600]: Train Loss:0.00035783, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:05:52,724 - testrun_4365653a - [INFO] - [E:244| 700]: Train Loss:0.00035781, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:07:57,062 - testrun_4365653a - [INFO] - [E:244| 800]: Train Loss:0.000358, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:08:07,916 - testrun_4365653a - [INFO] - [Epoch:244]: Training Loss:0.000358
2023-05-01 05:08:08,354 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 05:08:17,664 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 05:08:27,607 - testrun_4365653a - [INFO] - [Evaluating Epoch 244 valid]:
MRR: Tail : 0.44294, Head : 0.4186, Avg : 0.43077
2023-05-01 05:08:27,607 - testrun_4365653a - [INFO] - [Epoch 244]: Training Loss: 0.000358, Valid MRR: 0.43308,
2023-05-01 05:08:28,844 - testrun_4365653a - [INFO] - [E:245| 0]: Train Loss:0.00035465, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:10:32,983 - testrun_4365653a - [INFO] - [E:245| 100]: Train Loss:0.00035558, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:12:25,483 - testrun_4365653a - [INFO] - [E:245| 200]: Train Loss:0.00035631, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:14:33,591 - testrun_4365653a - [INFO] - [E:245| 300]: Train Loss:0.00035675, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:16:32,422 - testrun_4365653a - [INFO] - [E:245| 400]: Train Loss:0.0003569, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:18:33,641 - testrun_4365653a - [INFO] - [E:245| 500]: Train Loss:0.000357, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:20:38,769 - testrun_4365653a - [INFO] - [E:245| 600]: Train Loss:0.00035732, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:22:35,818 - testrun_4365653a - [INFO] - [E:245| 700]: Train Loss:0.00035728, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:24:38,953 - testrun_4365653a - [INFO] - [E:245| 800]: Train Loss:0.00035745, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:24:46,609 - testrun_4365653a - [INFO] - [Epoch:245]: Training Loss:0.0003575
2023-05-01 05:24:47,035 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 05:24:58,261 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 05:25:07,407 - testrun_4365653a - [INFO] - [Evaluating Epoch 245 valid]:
MRR: Tail : 0.44387, Head : 0.41927, Avg : 0.43157
2023-05-01 05:25:07,407 - testrun_4365653a - [INFO] - [Epoch 245]: Training Loss: 0.00035749, Valid MRR: 0.43308,
2023-05-01 05:25:08,270 - testrun_4365653a - [INFO] - [E:246| 0]: Train Loss:0.00037355, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:27:07,431 - testrun_4365653a - [INFO] - [E:246| 100]: Train Loss:0.00035857, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:29:09,577 - testrun_4365653a - [INFO] - [E:246| 200]: Train Loss:0.00035778, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:31:04,850 - testrun_4365653a - [INFO] - [E:246| 300]: Train Loss:0.00035734, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:32:49,647 - testrun_4365653a - [INFO] - [E:246| 400]: Train Loss:0.00035783, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:34:52,013 - testrun_4365653a - [INFO] - [E:246| 500]: Train Loss:0.00035745, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:36:42,504 - testrun_4365653a - [INFO] - [E:246| 600]: Train Loss:0.00035751, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:38:43,210 - testrun_4365653a - [INFO] - [E:246| 700]: Train Loss:0.00035754, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:40:39,707 - testrun_4365653a - [INFO] - [E:246| 800]: Train Loss:0.0003575, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:40:47,946 - testrun_4365653a - [INFO] - [Epoch:246]: Training Loss:0.0003575
2023-05-01 05:40:48,386 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 05:40:58,830 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 05:41:09,328 - testrun_4365653a - [INFO] - [Evaluating Epoch 246 valid]:
MRR: Tail : 0.44569, Head : 0.42038, Avg : 0.43304
2023-05-01 05:41:09,328 - testrun_4365653a - [INFO] - [Epoch 246]: Training Loss: 0.0003575, Valid MRR: 0.43308,
2023-05-01 05:41:12,124 - testrun_4365653a - [INFO] - [E:247| 0]: Train Loss:0.00037161, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:43:06,854 - testrun_4365653a - [INFO] - [E:247| 100]: Train Loss:0.00035621, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:45:10,923 - testrun_4365653a - [INFO] - [E:247| 200]: Train Loss:0.00035646, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:47:10,275 - testrun_4365653a - [INFO] - [E:247| 300]: Train Loss:0.00035646, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:49:05,938 - testrun_4365653a - [INFO] - [E:247| 400]: Train Loss:0.00035651, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:51:11,073 - testrun_4365653a - [INFO] - [E:247| 500]: Train Loss:0.00035709, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:53:09,501 - testrun_4365653a - [INFO] - [E:247| 600]: Train Loss:0.00035719, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:55:11,345 - testrun_4365653a - [INFO] - [E:247| 700]: Train Loss:0.00035722, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:57:13,402 - testrun_4365653a - [INFO] - [E:247| 800]: Train Loss:0.0003572, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:57:22,891 - testrun_4365653a - [INFO] - [Epoch:247]: Training Loss:0.0003572
2023-05-01 05:57:23,355 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 05:57:33,011 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 05:57:43,475 - testrun_4365653a - [INFO] - [Evaluating Epoch 247 valid]:
MRR: Tail : 0.44483, Head : 0.42062, Avg : 0.43273
2023-05-01 05:57:43,475 - testrun_4365653a - [INFO] - [Epoch 247]: Training Loss: 0.00035717, Valid MRR: 0.43308,
2023-05-01 05:57:44,457 - testrun_4365653a - [INFO] - [E:248| 0]: Train Loss:0.00035322, Val MRR:0.43308, testrun_4365653a
2023-05-01 05:59:36,513 - testrun_4365653a - [INFO] - [E:248| 100]: Train Loss:0.00035656, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:01:38,746 - testrun_4365653a - [INFO] - [E:248| 200]: Train Loss:0.00035631, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:03:34,159 - testrun_4365653a - [INFO] - [E:248| 300]: Train Loss:0.000356, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:05:29,587 - testrun_4365653a - [INFO] - [E:248| 400]: Train Loss:0.00035654, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:07:32,304 - testrun_4365653a - [INFO] - [E:248| 500]: Train Loss:0.00035668, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:09:27,095 - testrun_4365653a - [INFO] - [E:248| 600]: Train Loss:0.00035685, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:11:27,351 - testrun_4365653a - [INFO] - [E:248| 700]: Train Loss:0.00035687, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:13:24,513 - testrun_4365653a - [INFO] - [E:248| 800]: Train Loss:0.00035717, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:13:35,515 - testrun_4365653a - [INFO] - [Epoch:248]: Training Loss:0.0003572
2023-05-01 06:13:35,909 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 06:13:45,342 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 06:13:55,040 - testrun_4365653a - [INFO] - [Evaluating Epoch 248 valid]:
MRR: Tail : 0.44389, Head : 0.41846, Avg : 0.43118
2023-05-01 06:13:55,040 - testrun_4365653a - [INFO] - [Epoch 248]: Training Loss: 0.0003572, Valid MRR: 0.43308,
2023-05-01 06:13:56,283 - testrun_4365653a - [INFO] - [E:249| 0]: Train Loss:0.00036118, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:15:51,012 - testrun_4365653a - [INFO] - [E:249| 100]: Train Loss:0.00035581, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:17:45,689 - testrun_4365653a - [INFO] - [E:249| 200]: Train Loss:0.00035593, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:19:36,861 - testrun_4365653a - [INFO] - [E:249| 300]: Train Loss:0.00035626, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:21:40,683 - testrun_4365653a - [INFO] - [E:249| 400]: Train Loss:0.00035628, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:23:34,967 - testrun_4365653a - [INFO] - [E:249| 500]: Train Loss:0.0003563, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:25:48,220 - testrun_4365653a - [INFO] - [E:249| 600]: Train Loss:0.00035639, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:27:43,871 - testrun_4365653a - [INFO] - [E:249| 700]: Train Loss:0.00035642, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:29:42,551 - testrun_4365653a - [INFO] - [E:249| 800]: Train Loss:0.00035655, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:29:50,445 - testrun_4365653a - [INFO] - [Epoch:249]: Training Loss:0.0003565
2023-05-01 06:29:50,919 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 06:30:00,733 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 06:30:11,226 - testrun_4365653a - [INFO] - [Evaluating Epoch 249 valid]:
MRR: Tail : 0.4448, Head : 0.41847, Avg : 0.43163
MR: Tail : 5893.1, Head : 5356.0, Avg : 5624.5
Hit-1: Tail : 0.42156, Head : 0.39387, Avg : 0.40771
Hit-3: Tail : 0.4555, Head : 0.42716, Avg : 0.44133
Hit-10: Tail : 0.48286, Head : 0.46539, Avg : 0.47413
2023-05-01 06:30:11,226 - testrun_4365653a - [INFO] - [Epoch 249]: Training Loss: 0.00035654, Valid MRR: 0.43308,
2023-05-01 06:30:12,383 - testrun_4365653a - [INFO] - [E:250| 0]: Train Loss:0.00035683, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:32:14,265 - testrun_4365653a - [INFO] - [E:250| 100]: Train Loss:0.0003561, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:34:17,928 - testrun_4365653a - [INFO] - [E:250| 200]: Train Loss:0.00035648, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:36:12,904 - testrun_4365653a - [INFO] - [E:250| 300]: Train Loss:0.00035735, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:38:01,269 - testrun_4365653a - [INFO] - [E:250| 400]: Train Loss:0.00035693, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:39:53,119 - testrun_4365653a - [INFO] - [E:250| 500]: Train Loss:0.0003569, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:41:52,954 - testrun_4365653a - [INFO] - [E:250| 600]: Train Loss:0.0003566, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:43:51,696 - testrun_4365653a - [INFO] - [E:250| 700]: Train Loss:0.0003568, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:45:48,078 - testrun_4365653a - [INFO] - [E:250| 800]: Train Loss:0.00035669, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:45:56,948 - testrun_4365653a - [INFO] - [Epoch:250]: Training Loss:0.0003566
2023-05-01 06:45:57,439 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 06:46:06,833 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 06:46:17,436 - testrun_4365653a - [INFO] - [Evaluating Epoch 250 valid]:
MRR: Tail : 0.44236, Head : 0.41864, Avg : 0.4305
2023-05-01 06:46:17,437 - testrun_4365653a - [INFO] - [Epoch 250]: Training Loss: 0.00035664, Valid MRR: 0.43308,
2023-05-01 06:46:19,657 - testrun_4365653a - [INFO] - [E:251| 0]: Train Loss:0.00035718, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:48:24,825 - testrun_4365653a - [INFO] - [E:251| 100]: Train Loss:0.00035702, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:50:25,787 - testrun_4365653a - [INFO] - [E:251| 200]: Train Loss:0.00035597, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:52:18,276 - testrun_4365653a - [INFO] - [E:251| 300]: Train Loss:0.00035601, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:54:05,702 - testrun_4365653a - [INFO] - [E:251| 400]: Train Loss:0.0003561, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:55:58,966 - testrun_4365653a - [INFO] - [E:251| 500]: Train Loss:0.00035622, Val MRR:0.43308, testrun_4365653a
2023-05-01 06:57:58,075 - testrun_4365653a - [INFO] - [E:251| 600]: Train Loss:0.00035613, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:00:05,829 - testrun_4365653a - [INFO] - [E:251| 700]: Train Loss:0.00035612, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:01:56,740 - testrun_4365653a - [INFO] - [E:251| 800]: Train Loss:0.00035604, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:02:05,205 - testrun_4365653a - [INFO] - [Epoch:251]: Training Loss:0.000356
2023-05-01 07:02:05,488 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 07:02:16,052 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 07:02:25,315 - testrun_4365653a - [INFO] - [Evaluating Epoch 251 valid]:
MRR: Tail : 0.4441, Head : 0.41871, Avg : 0.43141
2023-05-01 07:02:25,316 - testrun_4365653a - [INFO] - [Epoch 251]: Training Loss: 0.00035604, Valid MRR: 0.43308,
2023-05-01 07:02:26,617 - testrun_4365653a - [INFO] - [E:252| 0]: Train Loss:0.00036444, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:04:22,601 - testrun_4365653a - [INFO] - [E:252| 100]: Train Loss:0.0003546, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:06:18,954 - testrun_4365653a - [INFO] - [E:252| 200]: Train Loss:0.00035523, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:08:16,807 - testrun_4365653a - [INFO] - [E:252| 300]: Train Loss:0.00035473, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:10:20,834 - testrun_4365653a - [INFO] - [E:252| 400]: Train Loss:0.00035586, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:12:24,499 - testrun_4365653a - [INFO] - [E:252| 500]: Train Loss:0.0003558, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:14:17,702 - testrun_4365653a - [INFO] - [E:252| 600]: Train Loss:0.00035585, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:16:21,525 - testrun_4365653a - [INFO] - [E:252| 700]: Train Loss:0.0003558, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:18:35,392 - testrun_4365653a - [INFO] - [E:252| 800]: Train Loss:0.00035567, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:18:43,505 - testrun_4365653a - [INFO] - [Epoch:252]: Training Loss:0.0003557
2023-05-01 07:18:43,837 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 07:18:53,506 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 07:19:03,033 - testrun_4365653a - [INFO] - [Evaluating Epoch 252 valid]:
MRR: Tail : 0.44408, Head : 0.41938, Avg : 0.43173
2023-05-01 07:19:03,033 - testrun_4365653a - [INFO] - [Epoch 252]: Training Loss: 0.00035568, Valid MRR: 0.43308,
2023-05-01 07:19:04,213 - testrun_4365653a - [INFO] - [E:253| 0]: Train Loss:0.00036991, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:21:06,004 - testrun_4365653a - [INFO] - [E:253| 100]: Train Loss:0.00035528, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:23:11,853 - testrun_4365653a - [INFO] - [E:253| 200]: Train Loss:0.00035517, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:25:09,814 - testrun_4365653a - [INFO] - [E:253| 300]: Train Loss:0.00035525, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:27:08,628 - testrun_4365653a - [INFO] - [E:253| 400]: Train Loss:0.00035597, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:29:20,105 - testrun_4365653a - [INFO] - [E:253| 500]: Train Loss:0.00035572, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:31:10,715 - testrun_4365653a - [INFO] - [E:253| 600]: Train Loss:0.00035592, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:33:12,200 - testrun_4365653a - [INFO] - [E:253| 700]: Train Loss:0.00035588, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:35:02,362 - testrun_4365653a - [INFO] - [E:253| 800]: Train Loss:0.00035594, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:35:11,136 - testrun_4365653a - [INFO] - [Epoch:253]: Training Loss:0.000356
2023-05-01 07:35:11,518 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 07:35:21,543 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 07:35:31,079 - testrun_4365653a - [INFO] - [Evaluating Epoch 253 valid]:
MRR: Tail : 0.44433, Head : 0.42019, Avg : 0.43226
2023-05-01 07:35:31,080 - testrun_4365653a - [INFO] - [Epoch 253]: Training Loss: 0.00035595, Valid MRR: 0.43308,
2023-05-01 07:35:32,115 - testrun_4365653a - [INFO] - [E:254| 0]: Train Loss:0.00035828, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:37:30,271 - testrun_4365653a - [INFO] - [E:254| 100]: Train Loss:0.0003541, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:39:30,206 - testrun_4365653a - [INFO] - [E:254| 200]: Train Loss:0.00035487, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:41:25,406 - testrun_4365653a - [INFO] - [E:254| 300]: Train Loss:0.00035494, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:43:19,446 - testrun_4365653a - [INFO] - [E:254| 400]: Train Loss:0.00035541, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:45:25,069 - testrun_4365653a - [INFO] - [E:254| 500]: Train Loss:0.00035515, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:47:25,421 - testrun_4365653a - [INFO] - [E:254| 600]: Train Loss:0.00035533, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:49:15,615 - testrun_4365653a - [INFO] - [E:254| 700]: Train Loss:0.00035558, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:51:16,517 - testrun_4365653a - [INFO] - [E:254| 800]: Train Loss:0.00035563, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:51:25,408 - testrun_4365653a - [INFO] - [Epoch:254]: Training Loss:0.0003556
2023-05-01 07:51:25,785 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 07:51:37,760 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 07:51:47,396 - testrun_4365653a - [INFO] - [Evaluating Epoch 254 valid]:
MRR: Tail : 0.44349, Head : 0.42042, Avg : 0.43195
2023-05-01 07:51:47,396 - testrun_4365653a - [INFO] - [Epoch 254]: Training Loss: 0.00035561, Valid MRR: 0.43308,
2023-05-01 07:51:48,562 - testrun_4365653a - [INFO] - [E:255| 0]: Train Loss:0.00035733, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:53:40,500 - testrun_4365653a - [INFO] - [E:255| 100]: Train Loss:0.00035391, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:55:34,591 - testrun_4365653a - [INFO] - [E:255| 200]: Train Loss:0.00035397, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:57:25,846 - testrun_4365653a - [INFO] - [E:255| 300]: Train Loss:0.00035399, Val MRR:0.43308, testrun_4365653a
2023-05-01 07:59:34,698 - testrun_4365653a - [INFO] - [E:255| 400]: Train Loss:0.00035454, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:01:27,272 - testrun_4365653a - [INFO] - [E:255| 500]: Train Loss:0.00035489, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:03:21,797 - testrun_4365653a - [INFO] - [E:255| 600]: Train Loss:0.00035489, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:05:14,551 - testrun_4365653a - [INFO] - [E:255| 700]: Train Loss:0.00035494, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:07:19,978 - testrun_4365653a - [INFO] - [E:255| 800]: Train Loss:0.00035502, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:07:28,427 - testrun_4365653a - [INFO] - [Epoch:255]: Training Loss:0.0003551
2023-05-01 08:07:28,919 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 08:07:38,813 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 08:07:48,660 - testrun_4365653a - [INFO] - [Evaluating Epoch 255 valid]:
MRR: Tail : 0.44346, Head : 0.4218, Avg : 0.43263
2023-05-01 08:07:48,660 - testrun_4365653a - [INFO] - [Epoch 255]: Training Loss: 0.00035506, Valid MRR: 0.43308,
2023-05-01 08:07:49,680 - testrun_4365653a - [INFO] - [E:256| 0]: Train Loss:0.00035843, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:09:50,176 - testrun_4365653a - [INFO] - [E:256| 100]: Train Loss:0.00035407, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:11:49,598 - testrun_4365653a - [INFO] - [E:256| 200]: Train Loss:0.00035394, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:13:57,181 - testrun_4365653a - [INFO] - [E:256| 300]: Train Loss:0.00035405, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:15:58,906 - testrun_4365653a - [INFO] - [E:256| 400]: Train Loss:0.00035419, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:17:55,398 - testrun_4365653a - [INFO] - [E:256| 500]: Train Loss:0.00035411, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:19:51,599 - testrun_4365653a - [INFO] - [E:256| 600]: Train Loss:0.00035423, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:21:59,203 - testrun_4365653a - [INFO] - [E:256| 700]: Train Loss:0.00035434, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:23:56,953 - testrun_4365653a - [INFO] - [E:256| 800]: Train Loss:0.00035468, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:24:04,789 - testrun_4365653a - [INFO] - [Epoch:256]: Training Loss:0.0003548
2023-05-01 08:24:05,208 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 08:24:16,810 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 08:24:26,333 - testrun_4365653a - [INFO] - [Evaluating Epoch 256 valid]:
MRR: Tail : 0.44282, Head : 0.4219, Avg : 0.43236
2023-05-01 08:24:26,333 - testrun_4365653a - [INFO] - [Epoch 256]: Training Loss: 0.00035478, Valid MRR: 0.43308,
2023-05-01 08:24:27,192 - testrun_4365653a - [INFO] - [E:257| 0]: Train Loss:0.00035156, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:26:23,980 - testrun_4365653a - [INFO] - [E:257| 100]: Train Loss:0.00035318, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:28:27,534 - testrun_4365653a - [INFO] - [E:257| 200]: Train Loss:0.00035355, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:30:37,201 - testrun_4365653a - [INFO] - [E:257| 300]: Train Loss:0.00035369, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:33:09,795 - testrun_4365653a - [INFO] - [E:257| 400]: Train Loss:0.00035406, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:35:01,013 - testrun_4365653a - [INFO] - [E:257| 500]: Train Loss:0.00035444, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:36:52,742 - testrun_4365653a - [INFO] - [E:257| 600]: Train Loss:0.00035443, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:38:48,042 - testrun_4365653a - [INFO] - [E:257| 700]: Train Loss:0.00035444, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:40:47,394 - testrun_4365653a - [INFO] - [E:257| 800]: Train Loss:0.00035447, Val MRR:0.43308, testrun_4365653a
2023-05-01 08:40:56,294 - testrun_4365653a - [INFO] - [Epoch:257]: Training Loss:0.0003545
2023-05-01 08:40:56,823 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 08:41:08,806 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 08:41:18,939 - testrun_4365653a - [INFO] - [Evaluating Epoch 257 valid]:
MRR: Tail : 0.44568, Head : 0.42128, Avg : 0.43348
2023-05-01 08:41:20,725 - testrun_4365653a - [INFO] - [Epoch 257]: Training Loss: 0.00035448, Valid MRR: 0.43348,
2023-05-01 08:41:21,758 - testrun_4365653a - [INFO] - [E:258| 0]: Train Loss:0.00036041, Val MRR:0.43348, testrun_4365653a
2023-05-01 08:43:18,358 - testrun_4365653a - [INFO] - [E:258| 100]: Train Loss:0.00035347, Val MRR:0.43348, testrun_4365653a
2023-05-01 08:45:16,099 - testrun_4365653a - [INFO] - [E:258| 200]: Train Loss:0.00035354, Val MRR:0.43348, testrun_4365653a
2023-05-01 08:47:29,175 - testrun_4365653a - [INFO] - [E:258| 300]: Train Loss:0.00035411, Val MRR:0.43348, testrun_4365653a
2023-05-01 08:49:25,426 - testrun_4365653a - [INFO] - [E:258| 400]: Train Loss:0.00035394, Val MRR:0.43348, testrun_4365653a
2023-05-01 08:51:25,211 - testrun_4365653a - [INFO] - [E:258| 500]: Train Loss:0.00035391, Val MRR:0.43348, testrun_4365653a
2023-05-01 08:53:20,399 - testrun_4365653a - [INFO] - [E:258| 600]: Train Loss:0.00035411, Val MRR:0.43348, testrun_4365653a
2023-05-01 08:55:22,309 - testrun_4365653a - [INFO] - [E:258| 700]: Train Loss:0.00035416, Val MRR:0.43348, testrun_4365653a
2023-05-01 08:57:15,512 - testrun_4365653a - [INFO] - [E:258| 800]: Train Loss:0.00035435, Val MRR:0.43348, testrun_4365653a
2023-05-01 08:57:23,604 - testrun_4365653a - [INFO] - [Epoch:258]: Training Loss:0.0003543
2023-05-01 08:57:24,037 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 08:57:33,404 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 08:57:44,741 - testrun_4365653a - [INFO] - [Evaluating Epoch 258 valid]:
MRR: Tail : 0.44334, Head : 0.42115, Avg : 0.43225
2023-05-01 08:57:44,742 - testrun_4365653a - [INFO] - [Epoch 258]: Training Loss: 0.00035434, Valid MRR: 0.43348,
2023-05-01 08:57:45,846 - testrun_4365653a - [INFO] - [E:259| 0]: Train Loss:0.00035105, Val MRR:0.43348, testrun_4365653a
2023-05-01 08:59:46,016 - testrun_4365653a - [INFO] - [E:259| 100]: Train Loss:0.00035258, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:01:44,400 - testrun_4365653a - [INFO] - [E:259| 200]: Train Loss:0.00035263, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:03:48,034 - testrun_4365653a - [INFO] - [E:259| 300]: Train Loss:0.00035309, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:05:46,348 - testrun_4365653a - [INFO] - [E:259| 400]: Train Loss:0.00035342, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:07:34,060 - testrun_4365653a - [INFO] - [E:259| 500]: Train Loss:0.00035381, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:09:22,000 - testrun_4365653a - [INFO] - [E:259| 600]: Train Loss:0.00035371, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:11:15,549 - testrun_4365653a - [INFO] - [E:259| 700]: Train Loss:0.00035403, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:13:01,181 - testrun_4365653a - [INFO] - [E:259| 800]: Train Loss:0.00035405, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:13:08,922 - testrun_4365653a - [INFO] - [Epoch:259]: Training Loss:0.000354
2023-05-01 09:13:09,334 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 09:13:19,328 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 09:13:30,158 - testrun_4365653a - [INFO] - [Evaluating Epoch 259 valid]:
MRR: Tail : 0.44329, Head : 0.42198, Avg : 0.43264
MR: Tail : 5873.6, Head : 5337.2, Avg : 5605.4
Hit-1: Tail : 0.41958, Head : 0.39881, Avg : 0.4092
Hit-3: Tail : 0.45419, Head : 0.43013, Avg : 0.44216
Hit-10: Tail : 0.48319, Head : 0.46671, Avg : 0.47495
2023-05-01 09:13:30,158 - testrun_4365653a - [INFO] - [Epoch 259]: Training Loss: 0.00035404, Valid MRR: 0.43348,
2023-05-01 09:13:31,997 - testrun_4365653a - [INFO] - [E:260| 0]: Train Loss:0.00035238, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:15:25,318 - testrun_4365653a - [INFO] - [E:260| 100]: Train Loss:0.00035386, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:17:21,398 - testrun_4365653a - [INFO] - [E:260| 200]: Train Loss:0.00035438, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:19:10,074 - testrun_4365653a - [INFO] - [E:260| 300]: Train Loss:0.00035372, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:20:55,026 - testrun_4365653a - [INFO] - [E:260| 400]: Train Loss:0.00035406, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:22:45,014 - testrun_4365653a - [INFO] - [E:260| 500]: Train Loss:0.0003538, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:24:30,448 - testrun_4365653a - [INFO] - [E:260| 600]: Train Loss:0.00035419, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:26:13,881 - testrun_4365653a - [INFO] - [E:260| 700]: Train Loss:0.00035426, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:28:07,913 - testrun_4365653a - [INFO] - [E:260| 800]: Train Loss:0.00035439, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:28:15,560 - testrun_4365653a - [INFO] - [Epoch:260]: Training Loss:0.0003544
2023-05-01 09:28:15,941 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 09:28:26,449 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 09:28:35,454 - testrun_4365653a - [INFO] - [Evaluating Epoch 260 valid]:
MRR: Tail : 0.44299, Head : 0.41963, Avg : 0.43131
2023-05-01 09:28:35,454 - testrun_4365653a - [INFO] - [Epoch 260]: Training Loss: 0.00035436, Valid MRR: 0.43348,
2023-05-01 09:28:36,625 - testrun_4365653a - [INFO] - [E:261| 0]: Train Loss:0.00036025, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:30:22,573 - testrun_4365653a - [INFO] - [E:261| 100]: Train Loss:0.00035267, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:32:05,222 - testrun_4365653a - [INFO] - [E:261| 200]: Train Loss:0.00035341, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:33:56,857 - testrun_4365653a - [INFO] - [E:261| 300]: Train Loss:0.00035353, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:35:49,872 - testrun_4365653a - [INFO] - [E:261| 400]: Train Loss:0.00035358, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:37:34,790 - testrun_4365653a - [INFO] - [E:261| 500]: Train Loss:0.00035319, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:39:26,045 - testrun_4365653a - [INFO] - [E:261| 600]: Train Loss:0.00035323, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:41:10,755 - testrun_4365653a - [INFO] - [E:261| 700]: Train Loss:0.00035337, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:43:02,833 - testrun_4365653a - [INFO] - [E:261| 800]: Train Loss:0.00035348, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:43:09,889 - testrun_4365653a - [INFO] - [Epoch:261]: Training Loss:0.0003535
2023-05-01 09:43:10,361 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 09:43:19,768 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 09:43:28,530 - testrun_4365653a - [INFO] - [Evaluating Epoch 261 valid]:
MRR: Tail : 0.44382, Head : 0.42002, Avg : 0.43192
2023-05-01 09:43:28,530 - testrun_4365653a - [INFO] - [Epoch 261]: Training Loss: 0.00035346, Valid MRR: 0.43348,
2023-05-01 09:43:29,596 - testrun_4365653a - [INFO] - [E:262| 0]: Train Loss:0.00035015, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:45:13,266 - testrun_4365653a - [INFO] - [E:262| 100]: Train Loss:0.00035244, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:47:10,724 - testrun_4365653a - [INFO] - [E:262| 200]: Train Loss:0.00035285, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:49:02,955 - testrun_4365653a - [INFO] - [E:262| 300]: Train Loss:0.00035311, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:50:52,530 - testrun_4365653a - [INFO] - [E:262| 400]: Train Loss:0.00035299, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:52:44,302 - testrun_4365653a - [INFO] - [E:262| 500]: Train Loss:0.00035323, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:54:32,409 - testrun_4365653a - [INFO] - [E:262| 600]: Train Loss:0.00035327, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:56:18,364 - testrun_4365653a - [INFO] - [E:262| 700]: Train Loss:0.00035312, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:58:12,094 - testrun_4365653a - [INFO] - [E:262| 800]: Train Loss:0.00035333, Val MRR:0.43348, testrun_4365653a
2023-05-01 09:58:19,648 - testrun_4365653a - [INFO] - [Epoch:262]: Training Loss:0.0003533
2023-05-01 09:58:19,944 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 09:58:29,744 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 09:58:38,498 - testrun_4365653a - [INFO] - [Evaluating Epoch 262 valid]:
MRR: Tail : 0.4446, Head : 0.4199, Avg : 0.43225
2023-05-01 09:58:38,498 - testrun_4365653a - [INFO] - [Epoch 262]: Training Loss: 0.00035332, Valid MRR: 0.43348,
2023-05-01 09:58:39,474 - testrun_4365653a - [INFO] - [E:263| 0]: Train Loss:0.00034948, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:00:28,259 - testrun_4365653a - [INFO] - [E:263| 100]: Train Loss:0.00035201, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:02:17,719 - testrun_4365653a - [INFO] - [E:263| 200]: Train Loss:0.00035169, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:04:06,850 - testrun_4365653a - [INFO] - [E:263| 300]: Train Loss:0.00035248, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:05:57,612 - testrun_4365653a - [INFO] - [E:263| 400]: Train Loss:0.00035274, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:07:51,200 - testrun_4365653a - [INFO] - [E:263| 500]: Train Loss:0.00035294, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:09:43,239 - testrun_4365653a - [INFO] - [E:263| 600]: Train Loss:0.00035308, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:11:27,319 - testrun_4365653a - [INFO] - [E:263| 700]: Train Loss:0.00035303, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:13:12,844 - testrun_4365653a - [INFO] - [E:263| 800]: Train Loss:0.00035317, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:13:21,180 - testrun_4365653a - [INFO] - [Epoch:263]: Training Loss:0.0003532
2023-05-01 10:13:21,589 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 10:13:32,224 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 10:13:41,271 - testrun_4365653a - [INFO] - [Evaluating Epoch 263 valid]:
MRR: Tail : 0.44461, Head : 0.42051, Avg : 0.43256
2023-05-01 10:13:41,271 - testrun_4365653a - [INFO] - [Epoch 263]: Training Loss: 0.00035318, Valid MRR: 0.43348,
2023-05-01 10:13:42,440 - testrun_4365653a - [INFO] - [E:264| 0]: Train Loss:0.00034921, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:15:33,235 - testrun_4365653a - [INFO] - [E:264| 100]: Train Loss:0.00035227, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:17:17,791 - testrun_4365653a - [INFO] - [E:264| 200]: Train Loss:0.00035304, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:19:10,652 - testrun_4365653a - [INFO] - [E:264| 300]: Train Loss:0.00035266, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:21:07,272 - testrun_4365653a - [INFO] - [E:264| 400]: Train Loss:0.00035283, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:23:01,737 - testrun_4365653a - [INFO] - [E:264| 500]: Train Loss:0.00035303, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:24:52,660 - testrun_4365653a - [INFO] - [E:264| 600]: Train Loss:0.00035297, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:26:38,142 - testrun_4365653a - [INFO] - [E:264| 700]: Train Loss:0.00035285, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:28:27,857 - testrun_4365653a - [INFO] - [E:264| 800]: Train Loss:0.00035312, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:28:36,257 - testrun_4365653a - [INFO] - [Epoch:264]: Training Loss:0.0003531
2023-05-01 10:28:36,738 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 10:28:46,313 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 10:28:55,437 - testrun_4365653a - [INFO] - [Evaluating Epoch 264 valid]:
MRR: Tail : 0.44478, Head : 0.41996, Avg : 0.43237
2023-05-01 10:28:55,437 - testrun_4365653a - [INFO] - [Epoch 264]: Training Loss: 0.00035312, Valid MRR: 0.43348,
2023-05-01 10:28:56,602 - testrun_4365653a - [INFO] - [E:265| 0]: Train Loss:0.00035208, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:30:43,843 - testrun_4365653a - [INFO] - [E:265| 100]: Train Loss:0.00035154, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:32:31,681 - testrun_4365653a - [INFO] - [E:265| 200]: Train Loss:0.00035162, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:34:20,158 - testrun_4365653a - [INFO] - [E:265| 300]: Train Loss:0.00035212, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:36:17,327 - testrun_4365653a - [INFO] - [E:265| 400]: Train Loss:0.00035227, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:38:04,417 - testrun_4365653a - [INFO] - [E:265| 500]: Train Loss:0.00035247, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:39:57,139 - testrun_4365653a - [INFO] - [E:265| 600]: Train Loss:0.00035262, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:41:41,668 - testrun_4365653a - [INFO] - [E:265| 700]: Train Loss:0.00035276, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:43:24,179 - testrun_4365653a - [INFO] - [E:265| 800]: Train Loss:0.00035271, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:43:31,705 - testrun_4365653a - [INFO] - [Epoch:265]: Training Loss:0.0003527
2023-05-01 10:43:32,123 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 10:43:42,588 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 10:43:51,565 - testrun_4365653a - [INFO] - [Evaluating Epoch 265 valid]:
MRR: Tail : 0.44493, Head : 0.42111, Avg : 0.43302
2023-05-01 10:43:51,565 - testrun_4365653a - [INFO] - [Epoch 265]: Training Loss: 0.00035273, Valid MRR: 0.43348,
2023-05-01 10:43:52,578 - testrun_4365653a - [INFO] - [E:266| 0]: Train Loss:0.00034759, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:45:25,773 - testrun_4365653a - [INFO] - [E:266| 100]: Train Loss:0.00035322, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:47:19,453 - testrun_4365653a - [INFO] - [E:266| 200]: Train Loss:0.00035294, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:49:11,490 - testrun_4365653a - [INFO] - [E:266| 300]: Train Loss:0.00035223, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:51:09,734 - testrun_4365653a - [INFO] - [E:266| 400]: Train Loss:0.00035201, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:53:04,970 - testrun_4365653a - [INFO] - [E:266| 500]: Train Loss:0.00035211, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:54:51,828 - testrun_4365653a - [INFO] - [E:266| 600]: Train Loss:0.00035235, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:56:44,905 - testrun_4365653a - [INFO] - [E:266| 700]: Train Loss:0.00035232, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:58:31,185 - testrun_4365653a - [INFO] - [E:266| 800]: Train Loss:0.00035233, Val MRR:0.43348, testrun_4365653a
2023-05-01 10:58:39,261 - testrun_4365653a - [INFO] - [Epoch:266]: Training Loss:0.0003523
2023-05-01 10:58:39,717 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 10:58:48,894 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 10:58:58,049 - testrun_4365653a - [INFO] - [Evaluating Epoch 266 valid]:
MRR: Tail : 0.44381, Head : 0.42054, Avg : 0.43217
2023-05-01 10:58:58,049 - testrun_4365653a - [INFO] - [Epoch 266]: Training Loss: 0.00035227, Valid MRR: 0.43348,
2023-05-01 10:58:59,326 - testrun_4365653a - [INFO] - [E:267| 0]: Train Loss:0.00034885, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:00:47,510 - testrun_4365653a - [INFO] - [E:267| 100]: Train Loss:0.00035281, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:02:45,784 - testrun_4365653a - [INFO] - [E:267| 200]: Train Loss:0.00035246, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:04:33,541 - testrun_4365653a - [INFO] - [E:267| 300]: Train Loss:0.00035284, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:06:29,017 - testrun_4365653a - [INFO] - [E:267| 400]: Train Loss:0.00035249, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:08:22,469 - testrun_4365653a - [INFO] - [E:267| 500]: Train Loss:0.00035221, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:10:17,011 - testrun_4365653a - [INFO] - [E:267| 600]: Train Loss:0.00035223, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:12:15,296 - testrun_4365653a - [INFO] - [E:267| 700]: Train Loss:0.00035241, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:14:13,006 - testrun_4365653a - [INFO] - [E:267| 800]: Train Loss:0.00035238, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:14:21,081 - testrun_4365653a - [INFO] - [Epoch:267]: Training Loss:0.0003523
2023-05-01 11:14:21,568 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 11:14:31,789 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 11:14:42,170 - testrun_4365653a - [INFO] - [Evaluating Epoch 267 valid]:
MRR: Tail : 0.44498, Head : 0.42126, Avg : 0.43312
2023-05-01 11:14:42,170 - testrun_4365653a - [INFO] - [Epoch 267]: Training Loss: 0.00035234, Valid MRR: 0.43348,
2023-05-01 11:14:42,992 - testrun_4365653a - [INFO] - [E:268| 0]: Train Loss:0.00036077, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:16:40,588 - testrun_4365653a - [INFO] - [E:268| 100]: Train Loss:0.00035127, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:18:36,663 - testrun_4365653a - [INFO] - [E:268| 200]: Train Loss:0.00035159, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:20:33,157 - testrun_4365653a - [INFO] - [E:268| 300]: Train Loss:0.00035224, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:22:34,946 - testrun_4365653a - [INFO] - [E:268| 400]: Train Loss:0.00035221, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:24:28,343 - testrun_4365653a - [INFO] - [E:268| 500]: Train Loss:0.00035203, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:26:15,557 - testrun_4365653a - [INFO] - [E:268| 600]: Train Loss:0.00035191, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:28:04,579 - testrun_4365653a - [INFO] - [E:268| 700]: Train Loss:0.0003519, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:29:56,278 - testrun_4365653a - [INFO] - [E:268| 800]: Train Loss:0.00035199, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:30:04,272 - testrun_4365653a - [INFO] - [Epoch:268]: Training Loss:0.000352
2023-05-01 11:30:04,758 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 11:30:14,188 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 11:30:23,106 - testrun_4365653a - [INFO] - [Evaluating Epoch 268 valid]:
MRR: Tail : 0.44414, Head : 0.42253, Avg : 0.43334
2023-05-01 11:30:23,107 - testrun_4365653a - [INFO] - [Epoch 268]: Training Loss: 0.00035199, Valid MRR: 0.43348,
2023-05-01 11:30:26,210 - testrun_4365653a - [INFO] - [E:269| 0]: Train Loss:0.00035502, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:32:22,876 - testrun_4365653a - [INFO] - [E:269| 100]: Train Loss:0.00035163, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:34:15,638 - testrun_4365653a - [INFO] - [E:269| 200]: Train Loss:0.00035136, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:36:05,601 - testrun_4365653a - [INFO] - [E:269| 300]: Train Loss:0.00035115, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:38:06,172 - testrun_4365653a - [INFO] - [E:269| 400]: Train Loss:0.00035137, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:39:54,057 - testrun_4365653a - [INFO] - [E:269| 500]: Train Loss:0.00035145, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:41:41,867 - testrun_4365653a - [INFO] - [E:269| 600]: Train Loss:0.00035176, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:43:32,573 - testrun_4365653a - [INFO] - [E:269| 700]: Train Loss:0.00035186, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:45:23,596 - testrun_4365653a - [INFO] - [E:269| 800]: Train Loss:0.00035197, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:45:33,568 - testrun_4365653a - [INFO] - [Epoch:269]: Training Loss:0.000352
2023-05-01 11:45:34,064 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 11:45:45,341 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 11:45:54,178 - testrun_4365653a - [INFO] - [Evaluating Epoch 269 valid]:
MRR: Tail : 0.44466, Head : 0.42137, Avg : 0.43301
MR: Tail : 5959.5, Head : 5347.0, Avg : 5653.2
Hit-1: Tail : 0.42189, Head : 0.39848, Avg : 0.41018
Hit-3: Tail : 0.45386, Head : 0.42881, Avg : 0.44133
Hit-10: Tail : 0.48154, Head : 0.46473, Avg : 0.47314
2023-05-01 11:45:54,178 - testrun_4365653a - [INFO] - [Epoch 269]: Training Loss: 0.00035196, Valid MRR: 0.43348,
2023-05-01 11:45:55,402 - testrun_4365653a - [INFO] - [E:270| 0]: Train Loss:0.00034205, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:47:50,425 - testrun_4365653a - [INFO] - [E:270| 100]: Train Loss:0.00035099, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:49:47,384 - testrun_4365653a - [INFO] - [E:270| 200]: Train Loss:0.00035121, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:51:35,176 - testrun_4365653a - [INFO] - [E:270| 300]: Train Loss:0.00035112, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:53:34,513 - testrun_4365653a - [INFO] - [E:270| 400]: Train Loss:0.00035142, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:55:27,321 - testrun_4365653a - [INFO] - [E:270| 500]: Train Loss:0.00035154, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:57:14,436 - testrun_4365653a - [INFO] - [E:270| 600]: Train Loss:0.00035178, Val MRR:0.43348, testrun_4365653a
2023-05-01 11:59:07,817 - testrun_4365653a - [INFO] - [E:270| 700]: Train Loss:0.00035181, Val MRR:0.43348, testrun_4365653a
2023-05-01 12:00:57,166 - testrun_4365653a - [INFO] - [E:270| 800]: Train Loss:0.00035164, Val MRR:0.43348, testrun_4365653a
2023-05-01 12:01:05,192 - testrun_4365653a - [INFO] - [Epoch:270]: Training Loss:0.0003517
2023-05-01 12:01:05,689 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 12:01:16,983 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 12:01:26,053 - testrun_4365653a - [INFO] - [Evaluating Epoch 270 valid]:
MRR: Tail : 0.44502, Head : 0.42297, Avg : 0.434
2023-05-01 12:01:27,775 - testrun_4365653a - [INFO] - [Epoch 270]: Training Loss: 0.00035165, Valid MRR: 0.434,
2023-05-01 12:01:28,807 - testrun_4365653a - [INFO] - [E:271| 0]: Train Loss:0.00035902, Val MRR:0.434, testrun_4365653a
2023-05-01 12:03:12,018 - testrun_4365653a - [INFO] - [E:271| 100]: Train Loss:0.00035066, Val MRR:0.434, testrun_4365653a
2023-05-01 12:05:04,540 - testrun_4365653a - [INFO] - [E:271| 200]: Train Loss:0.00035121, Val MRR:0.434, testrun_4365653a
2023-05-01 12:06:58,329 - testrun_4365653a - [INFO] - [E:271| 300]: Train Loss:0.00035108, Val MRR:0.434, testrun_4365653a
2023-05-01 12:08:58,346 - testrun_4365653a - [INFO] - [E:271| 400]: Train Loss:0.00035112, Val MRR:0.434, testrun_4365653a
2023-05-01 12:10:48,924 - testrun_4365653a - [INFO] - [E:271| 500]: Train Loss:0.00035135, Val MRR:0.434, testrun_4365653a
2023-05-01 12:12:46,713 - testrun_4365653a - [INFO] - [E:271| 600]: Train Loss:0.00035147, Val MRR:0.434, testrun_4365653a
2023-05-01 12:14:42,492 - testrun_4365653a - [INFO] - [E:271| 700]: Train Loss:0.0003514, Val MRR:0.434, testrun_4365653a
2023-05-01 12:16:30,026 - testrun_4365653a - [INFO] - [E:271| 800]: Train Loss:0.00035137, Val MRR:0.434, testrun_4365653a
2023-05-01 12:16:37,588 - testrun_4365653a - [INFO] - [Epoch:271]: Training Loss:0.0003514
2023-05-01 12:16:38,008 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 12:16:49,227 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 12:16:58,695 - testrun_4365653a - [INFO] - [Evaluating Epoch 271 valid]:
MRR: Tail : 0.44466, Head : 0.42143, Avg : 0.43305
2023-05-01 12:16:58,695 - testrun_4365653a - [INFO] - [Epoch 271]: Training Loss: 0.00035138, Valid MRR: 0.434,
2023-05-01 12:16:59,879 - testrun_4365653a - [INFO] - [E:272| 0]: Train Loss:0.00033935, Val MRR:0.434, testrun_4365653a
2023-05-01 12:18:52,041 - testrun_4365653a - [INFO] - [E:272| 100]: Train Loss:0.00035048, Val MRR:0.434, testrun_4365653a
2023-05-01 12:20:38,230 - testrun_4365653a - [INFO] - [E:272| 200]: Train Loss:0.00035059, Val MRR:0.434, testrun_4365653a
2023-05-01 12:22:32,768 - testrun_4365653a - [INFO] - [E:272| 300]: Train Loss:0.00035143, Val MRR:0.434, testrun_4365653a
2023-05-01 12:24:30,370 - testrun_4365653a - [INFO] - [E:272| 400]: Train Loss:0.00035115, Val MRR:0.434, testrun_4365653a
2023-05-01 12:26:24,844 - testrun_4365653a - [INFO] - [E:272| 500]: Train Loss:0.00035125, Val MRR:0.434, testrun_4365653a
2023-05-01 12:28:18,467 - testrun_4365653a - [INFO] - [E:272| 600]: Train Loss:0.00035146, Val MRR:0.434, testrun_4365653a
2023-05-01 12:30:17,827 - testrun_4365653a - [INFO] - [E:272| 700]: Train Loss:0.00035143, Val MRR:0.434, testrun_4365653a
2023-05-01 12:32:03,901 - testrun_4365653a - [INFO] - [E:272| 800]: Train Loss:0.00035143, Val MRR:0.434, testrun_4365653a
2023-05-01 12:32:12,949 - testrun_4365653a - [INFO] - [Epoch:272]: Training Loss:0.0003514
2023-05-01 12:32:13,408 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 12:32:23,771 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 12:32:32,806 - testrun_4365653a - [INFO] - [Evaluating Epoch 272 valid]:
MRR: Tail : 0.44577, Head : 0.42142, Avg : 0.4336
2023-05-01 12:32:32,806 - testrun_4365653a - [INFO] - [Epoch 272]: Training Loss: 0.00035141, Valid MRR: 0.434,
2023-05-01 12:32:33,945 - testrun_4365653a - [INFO] - [E:273| 0]: Train Loss:0.00034781, Val MRR:0.434, testrun_4365653a
2023-05-01 12:34:24,174 - testrun_4365653a - [INFO] - [E:273| 100]: Train Loss:0.00035152, Val MRR:0.434, testrun_4365653a
2023-05-01 12:36:17,652 - testrun_4365653a - [INFO] - [E:273| 200]: Train Loss:0.00035152, Val MRR:0.434, testrun_4365653a
2023-05-01 12:38:12,656 - testrun_4365653a - [INFO] - [E:273| 300]: Train Loss:0.00035146, Val MRR:0.434, testrun_4365653a
2023-05-01 12:40:12,362 - testrun_4365653a - [INFO] - [E:273| 400]: Train Loss:0.00035149, Val MRR:0.434, testrun_4365653a
2023-05-01 12:42:10,150 - testrun_4365653a - [INFO] - [E:273| 500]: Train Loss:0.00035134, Val MRR:0.434, testrun_4365653a
2023-05-01 12:44:05,927 - testrun_4365653a - [INFO] - [E:273| 600]: Train Loss:0.00035109, Val MRR:0.434, testrun_4365653a
2023-05-01 12:46:13,711 - testrun_4365653a - [INFO] - [E:273| 700]: Train Loss:0.00035092, Val MRR:0.434, testrun_4365653a
2023-05-01 12:48:11,664 - testrun_4365653a - [INFO] - [E:273| 800]: Train Loss:0.00035108, Val MRR:0.434, testrun_4365653a
2023-05-01 12:48:19,939 - testrun_4365653a - [INFO] - [Epoch:273]: Training Loss:0.0003511
2023-05-01 12:48:20,351 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 12:48:31,394 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 12:48:40,761 - testrun_4365653a - [INFO] - [Evaluating Epoch 273 valid]:
MRR: Tail : 0.44343, Head : 0.42147, Avg : 0.43245
2023-05-01 12:48:40,761 - testrun_4365653a - [INFO] - [Epoch 273]: Training Loss: 0.00035109, Valid MRR: 0.434,
2023-05-01 12:48:41,612 - testrun_4365653a - [INFO] - [E:274| 0]: Train Loss:0.00035888, Val MRR:0.434, testrun_4365653a
2023-05-01 12:50:39,038 - testrun_4365653a - [INFO] - [E:274| 100]: Train Loss:0.00035028, Val MRR:0.434, testrun_4365653a
2023-05-01 12:52:35,775 - testrun_4365653a - [INFO] - [E:274| 200]: Train Loss:0.00035007, Val MRR:0.434, testrun_4365653a
2023-05-01 12:54:32,806 - testrun_4365653a - [INFO] - [E:274| 300]: Train Loss:0.00034996, Val MRR:0.434, testrun_4365653a
2023-05-01 12:56:34,457 - testrun_4365653a - [INFO] - [E:274| 400]: Train Loss:0.00034994, Val MRR:0.434, testrun_4365653a
2023-05-01 12:58:23,975 - testrun_4365653a - [INFO] - [E:274| 500]: Train Loss:0.00035021, Val MRR:0.434, testrun_4365653a
2023-05-01 13:00:13,635 - testrun_4365653a - [INFO] - [E:274| 600]: Train Loss:0.00035054, Val MRR:0.434, testrun_4365653a
2023-05-01 13:02:12,143 - testrun_4365653a - [INFO] - [E:274| 700]: Train Loss:0.00035059, Val MRR:0.434, testrun_4365653a
2023-05-01 13:04:08,142 - testrun_4365653a - [INFO] - [E:274| 800]: Train Loss:0.00035071, Val MRR:0.434, testrun_4365653a
2023-05-01 13:04:15,726 - testrun_4365653a - [INFO] - [Epoch:274]: Training Loss:0.0003507
2023-05-01 13:04:16,197 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 13:04:25,454 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 13:04:34,756 - testrun_4365653a - [INFO] - [Evaluating Epoch 274 valid]:
MRR: Tail : 0.4436, Head : 0.42181, Avg : 0.4327
2023-05-01 13:04:34,756 - testrun_4365653a - [INFO] - [Epoch 274]: Training Loss: 0.00035072, Valid MRR: 0.434,
2023-05-01 13:04:37,485 - testrun_4365653a - [INFO] - [E:275| 0]: Train Loss:0.00034323, Val MRR:0.434, testrun_4365653a
2023-05-01 13:06:29,092 - testrun_4365653a - [INFO] - [E:275| 100]: Train Loss:0.00034961, Val MRR:0.434, testrun_4365653a
2023-05-01 13:08:20,398 - testrun_4365653a - [INFO] - [E:275| 200]: Train Loss:0.00035021, Val MRR:0.434, testrun_4365653a
2023-05-01 13:10:12,850 - testrun_4365653a - [INFO] - [E:275| 300]: Train Loss:0.00034984, Val MRR:0.434, testrun_4365653a
2023-05-01 13:12:08,504 - testrun_4365653a - [INFO] - [E:275| 400]: Train Loss:0.00035033, Val MRR:0.434, testrun_4365653a
2023-05-01 13:13:57,344 - testrun_4365653a - [INFO] - [E:275| 500]: Train Loss:0.00035086, Val MRR:0.434, testrun_4365653a
2023-05-01 13:15:46,784 - testrun_4365653a - [INFO] - [E:275| 600]: Train Loss:0.00035075, Val MRR:0.434, testrun_4365653a
2023-05-01 13:17:36,717 - testrun_4365653a - [INFO] - [E:275| 700]: Train Loss:0.00035082, Val MRR:0.434, testrun_4365653a
2023-05-01 13:19:22,824 - testrun_4365653a - [INFO] - [E:275| 800]: Train Loss:0.00035062, Val MRR:0.434, testrun_4365653a
2023-05-01 13:19:34,053 - testrun_4365653a - [INFO] - [Epoch:275]: Training Loss:0.0003506
2023-05-01 13:19:34,345 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 13:19:43,865 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 13:19:53,737 - testrun_4365653a - [INFO] - [Evaluating Epoch 275 valid]:
MRR: Tail : 0.44315, Head : 0.42096, Avg : 0.43206
2023-05-01 13:19:53,737 - testrun_4365653a - [INFO] - [Epoch 275]: Training Loss: 0.00035064, Valid MRR: 0.434,
2023-05-01 13:19:54,792 - testrun_4365653a - [INFO] - [E:276| 0]: Train Loss:0.00034203, Val MRR:0.434, testrun_4365653a
2023-05-01 13:21:42,669 - testrun_4365653a - [INFO] - [E:276| 100]: Train Loss:0.00035013, Val MRR:0.434, testrun_4365653a
2023-05-01 13:23:32,251 - testrun_4365653a - [INFO] - [E:276| 200]: Train Loss:0.00034976, Val MRR:0.434, testrun_4365653a
2023-05-01 13:25:22,643 - testrun_4365653a - [INFO] - [E:276| 300]: Train Loss:0.00035004, Val MRR:0.434, testrun_4365653a
2023-05-01 13:27:20,090 - testrun_4365653a - [INFO] - [E:276| 400]: Train Loss:0.00034998, Val MRR:0.434, testrun_4365653a
2023-05-01 13:29:11,757 - testrun_4365653a - [INFO] - [E:276| 500]: Train Loss:0.0003502, Val MRR:0.434, testrun_4365653a
2023-05-01 13:31:11,962 - testrun_4365653a - [INFO] - [E:276| 600]: Train Loss:0.00035051, Val MRR:0.434, testrun_4365653a
2023-05-01 13:33:03,720 - testrun_4365653a - [INFO] - [E:276| 700]: Train Loss:0.00035035, Val MRR:0.434, testrun_4365653a
2023-05-01 13:34:58,790 - testrun_4365653a - [INFO] - [E:276| 800]: Train Loss:0.00035044, Val MRR:0.434, testrun_4365653a
2023-05-01 13:35:06,707 - testrun_4365653a - [INFO] - [Epoch:276]: Training Loss:0.0003504
2023-05-01 13:35:07,238 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 13:35:16,441 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 13:35:26,848 - testrun_4365653a - [INFO] - [Evaluating Epoch 276 valid]:
MRR: Tail : 0.44379, Head : 0.42119, Avg : 0.43249
2023-05-01 13:35:26,848 - testrun_4365653a - [INFO] - [Epoch 276]: Training Loss: 0.00035044, Valid MRR: 0.434,
2023-05-01 13:35:28,019 - testrun_4365653a - [INFO] - [E:277| 0]: Train Loss:0.0003494, Val MRR:0.434, testrun_4365653a
2023-05-01 13:37:23,527 - testrun_4365653a - [INFO] - [E:277| 100]: Train Loss:0.00034931, Val MRR:0.434, testrun_4365653a
2023-05-01 13:39:23,453 - testrun_4365653a - [INFO] - [E:277| 200]: Train Loss:0.0003497, Val MRR:0.434, testrun_4365653a
2023-05-01 13:41:11,672 - testrun_4365653a - [INFO] - [E:277| 300]: Train Loss:0.00034935, Val MRR:0.434, testrun_4365653a
2023-05-01 13:43:07,276 - testrun_4365653a - [INFO] - [E:277| 400]: Train Loss:0.00034992, Val MRR:0.434, testrun_4365653a
2023-05-01 13:45:03,299 - testrun_4365653a - [INFO] - [E:277| 500]: Train Loss:0.00034987, Val MRR:0.434, testrun_4365653a
2023-05-01 13:46:57,508 - testrun_4365653a - [INFO] - [E:277| 600]: Train Loss:0.00035006, Val MRR:0.434, testrun_4365653a
2023-05-01 13:48:52,331 - testrun_4365653a - [INFO] - [E:277| 700]: Train Loss:0.00035008, Val MRR:0.434, testrun_4365653a
2023-05-01 13:50:45,477 - testrun_4365653a - [INFO] - [E:277| 800]: Train Loss:0.00035008, Val MRR:0.434, testrun_4365653a
2023-05-01 13:50:56,113 - testrun_4365653a - [INFO] - [Epoch:277]: Training Loss:0.0003501
2023-05-01 13:50:56,485 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 13:51:06,285 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 13:51:15,288 - testrun_4365653a - [INFO] - [Evaluating Epoch 277 valid]:
MRR: Tail : 0.44347, Head : 0.42119, Avg : 0.43233
2023-05-01 13:51:15,288 - testrun_4365653a - [INFO] - [Epoch 277]: Training Loss: 0.00035006, Valid MRR: 0.434,
2023-05-01 13:51:16,415 - testrun_4365653a - [INFO] - [E:278| 0]: Train Loss:0.000343, Val MRR:0.434, testrun_4365653a
2023-05-01 13:53:14,471 - testrun_4365653a - [INFO] - [E:278| 100]: Train Loss:0.00034881, Val MRR:0.434, testrun_4365653a
2023-05-01 13:55:05,841 - testrun_4365653a - [INFO] - [E:278| 200]: Train Loss:0.00034912, Val MRR:0.434, testrun_4365653a
2023-05-01 13:57:00,648 - testrun_4365653a - [INFO] - [E:278| 300]: Train Loss:0.00034946, Val MRR:0.434, testrun_4365653a
2023-05-01 13:58:55,607 - testrun_4365653a - [INFO] - [E:278| 400]: Train Loss:0.00034925, Val MRR:0.434, testrun_4365653a
2023-05-01 14:00:32,399 - testrun_4365653a - [INFO] - [E:278| 500]: Train Loss:0.00034956, Val MRR:0.434, testrun_4365653a
2023-05-01 14:01:44,241 - testrun_4365653a - [INFO] - [E:278| 600]: Train Loss:0.00034962, Val MRR:0.434, testrun_4365653a
2023-05-01 14:02:53,728 - testrun_4365653a - [INFO] - [E:278| 700]: Train Loss:0.00034959, Val MRR:0.434, testrun_4365653a
2023-05-01 14:04:01,249 - testrun_4365653a - [INFO] - [E:278| 800]: Train Loss:0.0003498, Val MRR:0.434, testrun_4365653a
2023-05-01 14:04:06,473 - testrun_4365653a - [INFO] - [Epoch:278]: Training Loss:0.0003499
2023-05-01 14:04:06,757 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 14:04:12,260 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 14:04:17,560 - testrun_4365653a - [INFO] - [Evaluating Epoch 278 valid]:
MRR: Tail : 0.44256, Head : 0.42202, Avg : 0.43229
2023-05-01 14:04:17,561 - testrun_4365653a - [INFO] - [Epoch 278]: Training Loss: 0.00034989, Valid MRR: 0.434,
2023-05-01 14:04:18,225 - testrun_4365653a - [INFO] - [E:279| 0]: Train Loss:0.00034318, Val MRR:0.434, testrun_4365653a
2023-05-01 14:05:28,312 - testrun_4365653a - [INFO] - [E:279| 100]: Train Loss:0.0003507, Val MRR:0.434, testrun_4365653a
2023-05-01 14:06:34,868 - testrun_4365653a - [INFO] - [E:279| 200]: Train Loss:0.00035045, Val MRR:0.434, testrun_4365653a
2023-05-01 14:07:47,161 - testrun_4365653a - [INFO] - [E:279| 300]: Train Loss:0.00035021, Val MRR:0.434, testrun_4365653a
2023-05-01 14:08:54,784 - testrun_4365653a - [INFO] - [E:279| 400]: Train Loss:0.00035049, Val MRR:0.434, testrun_4365653a
2023-05-01 14:10:06,399 - testrun_4365653a - [INFO] - [E:279| 500]: Train Loss:0.0003505, Val MRR:0.434, testrun_4365653a
2023-05-01 14:11:15,077 - testrun_4365653a - [INFO] - [E:279| 600]: Train Loss:0.00035052, Val MRR:0.434, testrun_4365653a
2023-05-01 14:12:26,006 - testrun_4365653a - [INFO] - [E:279| 700]: Train Loss:0.00035034, Val MRR:0.434, testrun_4365653a
2023-05-01 14:13:34,032 - testrun_4365653a - [INFO] - [E:279| 800]: Train Loss:0.00035012, Val MRR:0.434, testrun_4365653a
2023-05-01 14:13:39,416 - testrun_4365653a - [INFO] - [Epoch:279]: Training Loss:0.0003501
2023-05-01 14:13:39,652 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 14:13:45,190 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 14:13:50,526 - testrun_4365653a - [INFO] - [Evaluating Epoch 279 valid]:
MRR: Tail : 0.44432, Head : 0.42088, Avg : 0.4326
MR: Tail : 5915.2, Head : 5385.0, Avg : 5650.1
Hit-1: Tail : 0.42156, Head : 0.3975, Avg : 0.40953
Hit-3: Tail : 0.45452, Head : 0.42881, Avg : 0.44166
Hit-10: Tail : 0.48451, Head : 0.46671, Avg : 0.47561
2023-05-01 14:13:50,526 - testrun_4365653a - [INFO] - [Epoch 279]: Training Loss: 0.0003501, Valid MRR: 0.434,
2023-05-01 14:13:51,195 - testrun_4365653a - [INFO] - [E:280| 0]: Train Loss:0.0003498, Val MRR:0.434, testrun_4365653a
2023-05-01 14:15:01,971 - testrun_4365653a - [INFO] - [E:280| 100]: Train Loss:0.00034805, Val MRR:0.434, testrun_4365653a
2023-05-01 14:16:18,654 - testrun_4365653a - [INFO] - [E:280| 200]: Train Loss:0.00034822, Val MRR:0.434, testrun_4365653a
2023-05-01 14:17:26,173 - testrun_4365653a - [INFO] - [E:280| 300]: Train Loss:0.00034896, Val MRR:0.434, testrun_4365653a
2023-05-01 14:18:33,574 - testrun_4365653a - [INFO] - [E:280| 400]: Train Loss:0.00034935, Val MRR:0.434, testrun_4365653a
2023-05-01 14:19:44,312 - testrun_4365653a - [INFO] - [E:280| 500]: Train Loss:0.00034919, Val MRR:0.434, testrun_4365653a
2023-05-01 14:20:54,654 - testrun_4365653a - [INFO] - [E:280| 600]: Train Loss:0.00034954, Val MRR:0.434, testrun_4365653a
2023-05-01 14:22:04,555 - testrun_4365653a - [INFO] - [E:280| 700]: Train Loss:0.00034964, Val MRR:0.434, testrun_4365653a
2023-05-01 14:23:14,015 - testrun_4365653a - [INFO] - [E:280| 800]: Train Loss:0.00034967, Val MRR:0.434, testrun_4365653a
2023-05-01 14:23:19,127 - testrun_4365653a - [INFO] - [Epoch:280]: Training Loss:0.0003497
2023-05-01 14:23:19,371 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 14:23:25,351 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 14:23:30,721 - testrun_4365653a - [INFO] - [Evaluating Epoch 280 valid]:
MRR: Tail : 0.4438, Head : 0.42246, Avg : 0.43313
2023-05-01 14:23:30,721 - testrun_4365653a - [INFO] - [Epoch 280]: Training Loss: 0.00034965, Valid MRR: 0.434,
2023-05-01 14:23:31,572 - testrun_4365653a - [INFO] - [E:281| 0]: Train Loss:0.00035804, Val MRR:0.434, testrun_4365653a
2023-05-01 14:24:41,420 - testrun_4365653a - [INFO] - [E:281| 100]: Train Loss:0.00034909, Val MRR:0.434, testrun_4365653a
2023-05-01 14:25:51,650 - testrun_4365653a - [INFO] - [E:281| 200]: Train Loss:0.00034992, Val MRR:0.434, testrun_4365653a
2023-05-01 14:27:01,886 - testrun_4365653a - [INFO] - [E:281| 300]: Train Loss:0.00035026, Val MRR:0.434, testrun_4365653a
2023-05-01 14:28:17,480 - testrun_4365653a - [INFO] - [E:281| 400]: Train Loss:0.00034982, Val MRR:0.434, testrun_4365653a
2023-05-01 14:29:24,234 - testrun_4365653a - [INFO] - [E:281| 500]: Train Loss:0.00034983, Val MRR:0.434, testrun_4365653a
2023-05-01 14:30:32,334 - testrun_4365653a - [INFO] - [E:281| 600]: Train Loss:0.00034956, Val MRR:0.434, testrun_4365653a
2023-05-01 14:31:40,060 - testrun_4365653a - [INFO] - [E:281| 700]: Train Loss:0.00034962, Val MRR:0.434, testrun_4365653a
2023-05-01 14:32:48,583 - testrun_4365653a - [INFO] - [E:281| 800]: Train Loss:0.0003498, Val MRR:0.434, testrun_4365653a
2023-05-01 14:32:53,935 - testrun_4365653a - [INFO] - [Epoch:281]: Training Loss:0.0003498
2023-05-01 14:32:54,254 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 14:32:59,752 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 14:33:06,487 - testrun_4365653a - [INFO] - [Evaluating Epoch 281 valid]:
MRR: Tail : 0.4423, Head : 0.4221, Avg : 0.4322
2023-05-01 14:33:06,487 - testrun_4365653a - [INFO] - [Epoch 281]: Training Loss: 0.00034981, Valid MRR: 0.434,
2023-05-01 14:33:07,154 - testrun_4365653a - [INFO] - [E:282| 0]: Train Loss:0.00034139, Val MRR:0.434, testrun_4365653a
2023-05-01 14:34:21,992 - testrun_4365653a - [INFO] - [E:282| 100]: Train Loss:0.00034841, Val MRR:0.434, testrun_4365653a
2023-05-01 14:35:32,349 - testrun_4365653a - [INFO] - [E:282| 200]: Train Loss:0.00034827, Val MRR:0.434, testrun_4365653a
2023-05-01 14:36:40,691 - testrun_4365653a - [INFO] - [E:282| 300]: Train Loss:0.00034902, Val MRR:0.434, testrun_4365653a
2023-05-01 14:37:52,715 - testrun_4365653a - [INFO] - [E:282| 400]: Train Loss:0.00034954, Val MRR:0.434, testrun_4365653a
2023-05-01 14:39:02,194 - testrun_4365653a - [INFO] - [E:282| 500]: Train Loss:0.0003496, Val MRR:0.434, testrun_4365653a
2023-05-01 14:40:14,600 - testrun_4365653a - [INFO] - [E:282| 600]: Train Loss:0.00034959, Val MRR:0.434, testrun_4365653a
2023-05-01 14:41:22,813 - testrun_4365653a - [INFO] - [E:282| 700]: Train Loss:0.00034955, Val MRR:0.434, testrun_4365653a
2023-05-01 14:42:34,787 - testrun_4365653a - [INFO] - [E:282| 800]: Train Loss:0.00034954, Val MRR:0.434, testrun_4365653a
2023-05-01 14:42:43,350 - testrun_4365653a - [INFO] - [Epoch:282]: Training Loss:0.0003495
2023-05-01 14:42:43,593 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 14:42:49,597 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 14:42:54,874 - testrun_4365653a - [INFO] - [Evaluating Epoch 282 valid]:
MRR: Tail : 0.44506, Head : 0.42261, Avg : 0.43384
2023-05-01 14:42:54,874 - testrun_4365653a - [INFO] - [Epoch 282]: Training Loss: 0.00034953, Valid MRR: 0.434,
2023-05-01 14:42:55,538 - testrun_4365653a - [INFO] - [E:283| 0]: Train Loss:0.00035381, Val MRR:0.434, testrun_4365653a
2023-05-01 14:44:10,196 - testrun_4365653a - [INFO] - [E:283| 100]: Train Loss:0.00034709, Val MRR:0.434, testrun_4365653a
2023-05-01 14:45:17,965 - testrun_4365653a - [INFO] - [E:283| 200]: Train Loss:0.00034759, Val MRR:0.434, testrun_4365653a
2023-05-01 14:46:27,747 - testrun_4365653a - [INFO] - [E:283| 300]: Train Loss:0.00034844, Val MRR:0.434, testrun_4365653a
2023-05-01 14:47:36,316 - testrun_4365653a - [INFO] - [E:283| 400]: Train Loss:0.00034877, Val MRR:0.434, testrun_4365653a
2023-05-01 14:48:47,726 - testrun_4365653a - [INFO] - [E:283| 500]: Train Loss:0.00034872, Val MRR:0.434, testrun_4365653a
2023-05-01 14:49:56,688 - testrun_4365653a - [INFO] - [E:283| 600]: Train Loss:0.00034889, Val MRR:0.434, testrun_4365653a
2023-05-01 14:51:06,200 - testrun_4365653a - [INFO] - [E:283| 700]: Train Loss:0.00034908, Val MRR:0.434, testrun_4365653a
2023-05-01 14:52:14,885 - testrun_4365653a - [INFO] - [E:283| 800]: Train Loss:0.00034926, Val MRR:0.434, testrun_4365653a
2023-05-01 14:52:19,920 - testrun_4365653a - [INFO] - [Epoch:283]: Training Loss:0.0003493
2023-05-01 14:52:20,158 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 14:52:25,585 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 14:52:30,815 - testrun_4365653a - [INFO] - [Evaluating Epoch 283 valid]:
MRR: Tail : 0.44397, Head : 0.42327, Avg : 0.43362
2023-05-01 14:52:30,816 - testrun_4365653a - [INFO] - [Epoch 283]: Training Loss: 0.00034928, Valid MRR: 0.434,
2023-05-01 14:52:31,478 - testrun_4365653a - [INFO] - [E:284| 0]: Train Loss:0.00034423, Val MRR:0.434, testrun_4365653a
2023-05-01 14:53:48,599 - testrun_4365653a - [INFO] - [E:284| 100]: Train Loss:0.00034663, Val MRR:0.434, testrun_4365653a
2023-05-01 14:55:00,237 - testrun_4365653a - [INFO] - [E:284| 200]: Train Loss:0.00034726, Val MRR:0.434, testrun_4365653a
2023-05-01 14:56:07,741 - testrun_4365653a - [INFO] - [E:284| 300]: Train Loss:0.00034803, Val MRR:0.434, testrun_4365653a
2023-05-01 14:57:24,949 - testrun_4365653a - [INFO] - [E:284| 400]: Train Loss:0.00034805, Val MRR:0.434, testrun_4365653a
2023-05-01 14:58:58,242 - testrun_4365653a - [INFO] - [E:284| 500]: Train Loss:0.0003482, Val MRR:0.434, testrun_4365653a
2023-05-01 15:00:19,740 - testrun_4365653a - [INFO] - [E:284| 600]: Train Loss:0.0003485, Val MRR:0.434, testrun_4365653a
2023-05-01 15:01:28,917 - testrun_4365653a - [INFO] - [E:284| 700]: Train Loss:0.00034865, Val MRR:0.434, testrun_4365653a
2023-05-01 15:02:41,929 - testrun_4365653a - [INFO] - [E:284| 800]: Train Loss:0.00034874, Val MRR:0.434, testrun_4365653a
2023-05-01 15:02:47,563 - testrun_4365653a - [INFO] - [Epoch:284]: Training Loss:0.0003488
2023-05-01 15:02:47,794 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 15:02:54,898 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 15:03:02,806 - testrun_4365653a - [INFO] - [Evaluating Epoch 284 valid]:
MRR: Tail : 0.44488, Head : 0.42227, Avg : 0.43358
2023-05-01 15:03:02,806 - testrun_4365653a - [INFO] - [Epoch 284]: Training Loss: 0.0003488, Valid MRR: 0.434,
2023-05-01 15:03:03,702 - testrun_4365653a - [INFO] - [E:285| 0]: Train Loss:0.00033956, Val MRR:0.434, testrun_4365653a
2023-05-01 15:04:38,992 - testrun_4365653a - [INFO] - [E:285| 100]: Train Loss:0.00034854, Val MRR:0.434, testrun_4365653a
2023-05-01 15:06:14,664 - testrun_4365653a - [INFO] - [E:285| 200]: Train Loss:0.00034897, Val MRR:0.434, testrun_4365653a
2023-05-01 15:07:51,084 - testrun_4365653a - [INFO] - [E:285| 300]: Train Loss:0.00034914, Val MRR:0.434, testrun_4365653a
2023-05-01 15:09:22,981 - testrun_4365653a - [INFO] - [E:285| 400]: Train Loss:0.00034926, Val MRR:0.434, testrun_4365653a
2023-05-01 15:10:59,712 - testrun_4365653a - [INFO] - [E:285| 500]: Train Loss:0.00034915, Val MRR:0.434, testrun_4365653a
2023-05-01 15:12:35,030 - testrun_4365653a - [INFO] - [E:285| 600]: Train Loss:0.00034893, Val MRR:0.434, testrun_4365653a
2023-05-01 15:14:10,401 - testrun_4365653a - [INFO] - [E:285| 700]: Train Loss:0.00034881, Val MRR:0.434, testrun_4365653a
2023-05-01 15:15:43,055 - testrun_4365653a - [INFO] - [E:285| 800]: Train Loss:0.00034892, Val MRR:0.434, testrun_4365653a
2023-05-01 15:15:50,047 - testrun_4365653a - [INFO] - [Epoch:285]: Training Loss:0.0003489
2023-05-01 15:15:50,461 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 15:15:59,088 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 15:16:06,532 - testrun_4365653a - [INFO] - [Evaluating Epoch 285 valid]:
MRR: Tail : 0.4438, Head : 0.42047, Avg : 0.43213
2023-05-01 15:16:06,533 - testrun_4365653a - [INFO] - [Epoch 285]: Training Loss: 0.00034889, Valid MRR: 0.434,
2023-05-01 15:16:07,596 - testrun_4365653a - [INFO] - [E:286| 0]: Train Loss:0.0003592, Val MRR:0.434, testrun_4365653a
2023-05-01 15:17:41,417 - testrun_4365653a - [INFO] - [E:286| 100]: Train Loss:0.00034727, Val MRR:0.434, testrun_4365653a
2023-05-01 15:19:15,548 - testrun_4365653a - [INFO] - [E:286| 200]: Train Loss:0.00034778, Val MRR:0.434, testrun_4365653a
2023-05-01 15:20:46,575 - testrun_4365653a - [INFO] - [E:286| 300]: Train Loss:0.00034818, Val MRR:0.434, testrun_4365653a
2023-05-01 15:22:21,912 - testrun_4365653a - [INFO] - [E:286| 400]: Train Loss:0.00034815, Val MRR:0.434, testrun_4365653a
2023-05-01 15:23:54,766 - testrun_4365653a - [INFO] - [E:286| 500]: Train Loss:0.00034823, Val MRR:0.434, testrun_4365653a
2023-05-01 15:25:28,871 - testrun_4365653a - [INFO] - [E:286| 600]: Train Loss:0.00034852, Val MRR:0.434, testrun_4365653a
2023-05-01 15:27:00,564 - testrun_4365653a - [INFO] - [E:286| 700]: Train Loss:0.00034836, Val MRR:0.434, testrun_4365653a
2023-05-01 15:28:34,948 - testrun_4365653a - [INFO] - [E:286| 800]: Train Loss:0.0003486, Val MRR:0.434, testrun_4365653a
2023-05-01 15:28:41,952 - testrun_4365653a - [INFO] - [Epoch:286]: Training Loss:0.0003486
2023-05-01 15:28:42,247 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 15:28:49,927 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 15:28:57,909 - testrun_4365653a - [INFO] - [Evaluating Epoch 286 valid]:
MRR: Tail : 0.44144, Head : 0.4219, Avg : 0.43167
2023-05-01 15:28:57,909 - testrun_4365653a - [INFO] - [Epoch 286]: Training Loss: 0.00034858, Valid MRR: 0.434,
2023-05-01 15:28:58,831 - testrun_4365653a - [INFO] - [E:287| 0]: Train Loss:0.00035257, Val MRR:0.434, testrun_4365653a
2023-05-01 15:30:31,676 - testrun_4365653a - [INFO] - [E:287| 100]: Train Loss:0.00034825, Val MRR:0.434, testrun_4365653a
2023-05-01 15:32:04,388 - testrun_4365653a - [INFO] - [E:287| 200]: Train Loss:0.00034764, Val MRR:0.434, testrun_4365653a
2023-05-01 15:33:40,233 - testrun_4365653a - [INFO] - [E:287| 300]: Train Loss:0.00034811, Val MRR:0.434, testrun_4365653a
2023-05-01 15:35:18,527 - testrun_4365653a - [INFO] - [E:287| 400]: Train Loss:0.00034856, Val MRR:0.434, testrun_4365653a
2023-05-01 15:36:51,676 - testrun_4365653a - [INFO] - [E:287| 500]: Train Loss:0.00034847, Val MRR:0.434, testrun_4365653a
2023-05-01 15:38:26,632 - testrun_4365653a - [INFO] - [E:287| 600]: Train Loss:0.00034857, Val MRR:0.434, testrun_4365653a
2023-05-01 15:40:00,189 - testrun_4365653a - [INFO] - [E:287| 700]: Train Loss:0.00034852, Val MRR:0.434, testrun_4365653a
2023-05-01 15:41:34,512 - testrun_4365653a - [INFO] - [E:287| 800]: Train Loss:0.00034862, Val MRR:0.434, testrun_4365653a
2023-05-01 15:41:41,472 - testrun_4365653a - [INFO] - [Epoch:287]: Training Loss:0.0003486
2023-05-01 15:41:41,838 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 15:41:49,601 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 15:41:56,881 - testrun_4365653a - [INFO] - [Evaluating Epoch 287 valid]:
MRR: Tail : 0.44358, Head : 0.42272, Avg : 0.43315
2023-05-01 15:41:56,881 - testrun_4365653a - [INFO] - [Epoch 287]: Training Loss: 0.00034861, Valid MRR: 0.434,
2023-05-01 15:41:57,800 - testrun_4365653a - [INFO] - [E:288| 0]: Train Loss:0.00035679, Val MRR:0.434, testrun_4365653a
2023-05-01 15:43:28,748 - testrun_4365653a - [INFO] - [E:288| 100]: Train Loss:0.00034749, Val MRR:0.434, testrun_4365653a
2023-05-01 15:45:06,222 - testrun_4365653a - [INFO] - [E:288| 200]: Train Loss:0.0003477, Val MRR:0.434, testrun_4365653a
2023-05-01 15:46:38,462 - testrun_4365653a - [INFO] - [E:288| 300]: Train Loss:0.00034839, Val MRR:0.434, testrun_4365653a
2023-05-01 15:48:13,358 - testrun_4365653a - [INFO] - [E:288| 400]: Train Loss:0.00034816, Val MRR:0.434, testrun_4365653a
2023-05-01 15:49:45,482 - testrun_4365653a - [INFO] - [E:288| 500]: Train Loss:0.00034845, Val MRR:0.434, testrun_4365653a
2023-05-01 15:51:18,488 - testrun_4365653a - [INFO] - [E:288| 600]: Train Loss:0.00034844, Val MRR:0.434, testrun_4365653a
2023-05-01 15:52:51,705 - testrun_4365653a - [INFO] - [E:288| 700]: Train Loss:0.00034831, Val MRR:0.434, testrun_4365653a
2023-05-01 15:54:30,662 - testrun_4365653a - [INFO] - [E:288| 800]: Train Loss:0.00034842, Val MRR:0.434, testrun_4365653a
2023-05-01 15:54:37,498 - testrun_4365653a - [INFO] - [Epoch:288]: Training Loss:0.0003484
2023-05-01 15:54:37,734 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 15:54:44,666 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 15:54:52,150 - testrun_4365653a - [INFO] - [Evaluating Epoch 288 valid]:
MRR: Tail : 0.4428, Head : 0.42246, Avg : 0.43263
2023-05-01 15:54:52,150 - testrun_4365653a - [INFO] - [Epoch 288]: Training Loss: 0.00034844, Valid MRR: 0.434,
2023-05-01 15:54:53,048 - testrun_4365653a - [INFO] - [E:289| 0]: Train Loss:0.0003477, Val MRR:0.434, testrun_4365653a
2023-05-01 15:56:26,275 - testrun_4365653a - [INFO] - [E:289| 100]: Train Loss:0.00034746, Val MRR:0.434, testrun_4365653a
2023-05-01 15:58:01,184 - testrun_4365653a - [INFO] - [E:289| 200]: Train Loss:0.00034807, Val MRR:0.434, testrun_4365653a
2023-05-01 15:59:36,975 - testrun_4365653a - [INFO] - [E:289| 300]: Train Loss:0.00034833, Val MRR:0.434, testrun_4365653a
2023-05-01 16:01:09,873 - testrun_4365653a - [INFO] - [E:289| 400]: Train Loss:0.0003481, Val MRR:0.434, testrun_4365653a
2023-05-01 16:02:41,875 - testrun_4365653a - [INFO] - [E:289| 500]: Train Loss:0.00034823, Val MRR:0.434, testrun_4365653a
2023-05-01 16:04:13,813 - testrun_4365653a - [INFO] - [E:289| 600]: Train Loss:0.00034812, Val MRR:0.434, testrun_4365653a
2023-05-01 16:05:49,910 - testrun_4365653a - [INFO] - [E:289| 700]: Train Loss:0.00034796, Val MRR:0.434, testrun_4365653a
2023-05-01 16:07:23,566 - testrun_4365653a - [INFO] - [E:289| 800]: Train Loss:0.00034811, Val MRR:0.434, testrun_4365653a
2023-05-01 16:07:30,747 - testrun_4365653a - [INFO] - [Epoch:289]: Training Loss:0.0003481
2023-05-01 16:07:31,073 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 16:07:38,701 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 16:07:46,188 - testrun_4365653a - [INFO] - [Evaluating Epoch 289 valid]:
MRR: Tail : 0.4446, Head : 0.42281, Avg : 0.43371
MR: Tail : 5818.1, Head : 5393.8, Avg : 5606.0
Hit-1: Tail : 0.42221, Head : 0.40112, Avg : 0.41167
Hit-3: Tail : 0.45386, Head : 0.42782, Avg : 0.44084
Hit-10: Tail : 0.48088, Head : 0.46605, Avg : 0.47347
2023-05-01 16:07:46,189 - testrun_4365653a - [INFO] - [Epoch 289]: Training Loss: 0.00034811, Valid MRR: 0.434,
2023-05-01 16:07:47,346 - testrun_4365653a - [INFO] - [E:290| 0]: Train Loss:0.00035228, Val MRR:0.434, testrun_4365653a
2023-05-01 16:09:20,284 - testrun_4365653a - [INFO] - [E:290| 100]: Train Loss:0.00034868, Val MRR:0.434, testrun_4365653a
2023-05-01 16:10:54,727 - testrun_4365653a - [INFO] - [E:290| 200]: Train Loss:0.00034853, Val MRR:0.434, testrun_4365653a
2023-05-01 16:12:30,494 - testrun_4365653a - [INFO] - [E:290| 300]: Train Loss:0.00034808, Val MRR:0.434, testrun_4365653a
2023-05-01 16:14:07,847 - testrun_4365653a - [INFO] - [E:290| 400]: Train Loss:0.00034808, Val MRR:0.434, testrun_4365653a
2023-05-01 16:15:42,588 - testrun_4365653a - [INFO] - [E:290| 500]: Train Loss:0.00034792, Val MRR:0.434, testrun_4365653a
2023-05-01 16:17:18,001 - testrun_4365653a - [INFO] - [E:290| 600]: Train Loss:0.00034775, Val MRR:0.434, testrun_4365653a
2023-05-01 16:18:49,044 - testrun_4365653a - [INFO] - [E:290| 700]: Train Loss:0.00034776, Val MRR:0.434, testrun_4365653a
2023-05-01 16:20:21,217 - testrun_4365653a - [INFO] - [E:290| 800]: Train Loss:0.00034799, Val MRR:0.434, testrun_4365653a
2023-05-01 16:20:28,107 - testrun_4365653a - [INFO] - [Epoch:290]: Training Loss:0.000348
2023-05-01 16:20:28,495 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 16:20:37,139 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 16:20:44,470 - testrun_4365653a - [INFO] - [Evaluating Epoch 290 valid]:
MRR: Tail : 0.4447, Head : 0.42492, Avg : 0.43481
2023-05-01 16:20:46,230 - testrun_4365653a - [INFO] - [Epoch 290]: Training Loss: 0.000348, Valid MRR: 0.43481,
2023-05-01 16:20:47,107 - testrun_4365653a - [INFO] - [E:291| 0]: Train Loss:0.00035401, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:22:21,662 - testrun_4365653a - [INFO] - [E:291| 100]: Train Loss:0.00034763, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:23:56,046 - testrun_4365653a - [INFO] - [E:291| 200]: Train Loss:0.00034766, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:25:34,150 - testrun_4365653a - [INFO] - [E:291| 300]: Train Loss:0.00034739, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:27:08,554 - testrun_4365653a - [INFO] - [E:291| 400]: Train Loss:0.00034751, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:28:43,905 - testrun_4365653a - [INFO] - [E:291| 500]: Train Loss:0.00034738, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:30:18,074 - testrun_4365653a - [INFO] - [E:291| 600]: Train Loss:0.0003475, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:31:52,232 - testrun_4365653a - [INFO] - [E:291| 700]: Train Loss:0.00034764, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:33:26,815 - testrun_4365653a - [INFO] - [E:291| 800]: Train Loss:0.00034753, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:33:34,087 - testrun_4365653a - [INFO] - [Epoch:291]: Training Loss:0.0003476
2023-05-01 16:33:34,380 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 16:33:42,796 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 16:33:50,731 - testrun_4365653a - [INFO] - [Evaluating Epoch 291 valid]:
MRR: Tail : 0.44367, Head : 0.42303, Avg : 0.43335
2023-05-01 16:33:50,731 - testrun_4365653a - [INFO] - [Epoch 291]: Training Loss: 0.00034755, Valid MRR: 0.43481,
2023-05-01 16:33:51,657 - testrun_4365653a - [INFO] - [E:292| 0]: Train Loss:0.00034651, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:35:24,205 - testrun_4365653a - [INFO] - [E:292| 100]: Train Loss:0.00034615, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:36:59,928 - testrun_4365653a - [INFO] - [E:292| 200]: Train Loss:0.00034683, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:38:36,660 - testrun_4365653a - [INFO] - [E:292| 300]: Train Loss:0.00034764, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:40:13,745 - testrun_4365653a - [INFO] - [E:292| 400]: Train Loss:0.00034782, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:41:44,803 - testrun_4365653a - [INFO] - [E:292| 500]: Train Loss:0.00034781, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:43:36,299 - testrun_4365653a - [INFO] - [E:292| 600]: Train Loss:0.00034793, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:45:25,199 - testrun_4365653a - [INFO] - [E:292| 700]: Train Loss:0.00034782, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:46:58,368 - testrun_4365653a - [INFO] - [E:292| 800]: Train Loss:0.00034788, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:47:06,029 - testrun_4365653a - [INFO] - [Epoch:292]: Training Loss:0.0003479
2023-05-01 16:47:06,337 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 16:47:13,569 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 16:47:21,427 - testrun_4365653a - [INFO] - [Evaluating Epoch 292 valid]:
MRR: Tail : 0.44319, Head : 0.42361, Avg : 0.4334
2023-05-01 16:47:21,427 - testrun_4365653a - [INFO] - [Epoch 292]: Training Loss: 0.00034787, Valid MRR: 0.43481,
2023-05-01 16:47:22,447 - testrun_4365653a - [INFO] - [E:293| 0]: Train Loss:0.00033825, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:48:59,852 - testrun_4365653a - [INFO] - [E:293| 100]: Train Loss:0.00034687, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:50:39,628 - testrun_4365653a - [INFO] - [E:293| 200]: Train Loss:0.00034709, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:52:13,775 - testrun_4365653a - [INFO] - [E:293| 300]: Train Loss:0.00034657, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:53:44,265 - testrun_4365653a - [INFO] - [E:293| 400]: Train Loss:0.00034678, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:55:19,284 - testrun_4365653a - [INFO] - [E:293| 500]: Train Loss:0.00034698, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:56:56,802 - testrun_4365653a - [INFO] - [E:293| 600]: Train Loss:0.00034724, Val MRR:0.43481, testrun_4365653a
2023-05-01 16:58:29,942 - testrun_4365653a - [INFO] - [E:293| 700]: Train Loss:0.00034715, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:00:00,636 - testrun_4365653a - [INFO] - [E:293| 800]: Train Loss:0.00034725, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:00:08,049 - testrun_4365653a - [INFO] - [Epoch:293]: Training Loss:0.0003473
2023-05-01 17:00:08,355 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 17:00:16,038 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 17:00:23,363 - testrun_4365653a - [INFO] - [Evaluating Epoch 293 valid]:
MRR: Tail : 0.44268, Head : 0.42378, Avg : 0.43323
2023-05-01 17:00:23,363 - testrun_4365653a - [INFO] - [Epoch 293]: Training Loss: 0.00034728, Valid MRR: 0.43481,
2023-05-01 17:00:24,523 - testrun_4365653a - [INFO] - [E:294| 0]: Train Loss:0.00034489, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:01:59,094 - testrun_4365653a - [INFO] - [E:294| 100]: Train Loss:0.00034578, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:03:30,720 - testrun_4365653a - [INFO] - [E:294| 200]: Train Loss:0.0003468, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:05:03,330 - testrun_4365653a - [INFO] - [E:294| 300]: Train Loss:0.00034676, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:06:42,110 - testrun_4365653a - [INFO] - [E:294| 400]: Train Loss:0.000347, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:08:13,974 - testrun_4365653a - [INFO] - [E:294| 500]: Train Loss:0.00034713, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:09:47,522 - testrun_4365653a - [INFO] - [E:294| 600]: Train Loss:0.00034728, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:11:25,112 - testrun_4365653a - [INFO] - [E:294| 700]: Train Loss:0.00034764, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:13:02,783 - testrun_4365653a - [INFO] - [E:294| 800]: Train Loss:0.00034751, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:13:09,926 - testrun_4365653a - [INFO] - [Epoch:294]: Training Loss:0.0003475
2023-05-01 17:13:10,216 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 17:13:17,749 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 17:13:25,496 - testrun_4365653a - [INFO] - [Evaluating Epoch 294 valid]:
MRR: Tail : 0.44392, Head : 0.42225, Avg : 0.43308
2023-05-01 17:13:25,496 - testrun_4365653a - [INFO] - [Epoch 294]: Training Loss: 0.00034751, Valid MRR: 0.43481,
2023-05-01 17:13:26,488 - testrun_4365653a - [INFO] - [E:295| 0]: Train Loss:0.00034835, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:15:01,152 - testrun_4365653a - [INFO] - [E:295| 100]: Train Loss:0.00034697, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:16:38,123 - testrun_4365653a - [INFO] - [E:295| 200]: Train Loss:0.00034665, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:18:11,406 - testrun_4365653a - [INFO] - [E:295| 300]: Train Loss:0.00034647, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:19:47,267 - testrun_4365653a - [INFO] - [E:295| 400]: Train Loss:0.00034634, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:21:19,139 - testrun_4365653a - [INFO] - [E:295| 500]: Train Loss:0.00034661, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:22:53,480 - testrun_4365653a - [INFO] - [E:295| 600]: Train Loss:0.00034689, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:24:29,033 - testrun_4365653a - [INFO] - [E:295| 700]: Train Loss:0.00034697, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:26:03,696 - testrun_4365653a - [INFO] - [E:295| 800]: Train Loss:0.000347, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:26:10,714 - testrun_4365653a - [INFO] - [Epoch:295]: Training Loss:0.0003471
2023-05-01 17:26:11,003 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 17:26:18,575 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 17:26:26,037 - testrun_4365653a - [INFO] - [Evaluating Epoch 295 valid]:
MRR: Tail : 0.44383, Head : 0.41995, Avg : 0.43189
2023-05-01 17:26:26,037 - testrun_4365653a - [INFO] - [Epoch 295]: Training Loss: 0.00034707, Valid MRR: 0.43481,
2023-05-01 17:26:26,925 - testrun_4365653a - [INFO] - [E:296| 0]: Train Loss:0.00035101, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:27:56,286 - testrun_4365653a - [INFO] - [E:296| 100]: Train Loss:0.00034636, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:29:29,290 - testrun_4365653a - [INFO] - [E:296| 200]: Train Loss:0.00034668, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:31:06,874 - testrun_4365653a - [INFO] - [E:296| 300]: Train Loss:0.00034695, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:32:39,525 - testrun_4365653a - [INFO] - [E:296| 400]: Train Loss:0.00034712, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:34:11,011 - testrun_4365653a - [INFO] - [E:296| 500]: Train Loss:0.00034698, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:35:47,341 - testrun_4365653a - [INFO] - [E:296| 600]: Train Loss:0.00034713, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:37:27,559 - testrun_4365653a - [INFO] - [E:296| 700]: Train Loss:0.00034718, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:39:03,851 - testrun_4365653a - [INFO] - [E:296| 800]: Train Loss:0.00034707, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:39:10,264 - testrun_4365653a - [INFO] - [Epoch:296]: Training Loss:0.0003471
2023-05-01 17:39:10,519 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 17:39:16,156 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 17:39:24,101 - testrun_4365653a - [INFO] - [Evaluating Epoch 296 valid]:
MRR: Tail : 0.44411, Head : 0.42179, Avg : 0.43295
2023-05-01 17:39:24,101 - testrun_4365653a - [INFO] - [Epoch 296]: Training Loss: 0.00034706, Valid MRR: 0.43481,
2023-05-01 17:39:25,032 - testrun_4365653a - [INFO] - [E:297| 0]: Train Loss:0.00034683, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:40:58,488 - testrun_4365653a - [INFO] - [E:297| 100]: Train Loss:0.00034563, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:42:34,001 - testrun_4365653a - [INFO] - [E:297| 200]: Train Loss:0.00034678, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:44:06,452 - testrun_4365653a - [INFO] - [E:297| 300]: Train Loss:0.00034707, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:45:40,489 - testrun_4365653a - [INFO] - [E:297| 400]: Train Loss:0.00034701, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:47:14,941 - testrun_4365653a - [INFO] - [E:297| 500]: Train Loss:0.00034689, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:48:48,864 - testrun_4365653a - [INFO] - [E:297| 600]: Train Loss:0.00034703, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:50:22,075 - testrun_4365653a - [INFO] - [E:297| 700]: Train Loss:0.00034709, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:51:51,742 - testrun_4365653a - [INFO] - [E:297| 800]: Train Loss:0.00034701, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:51:58,977 - testrun_4365653a - [INFO] - [Epoch:297]: Training Loss:0.000347
2023-05-01 17:51:59,269 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 17:52:07,115 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 17:52:14,615 - testrun_4365653a - [INFO] - [Evaluating Epoch 297 valid]:
MRR: Tail : 0.44297, Head : 0.42134, Avg : 0.43215
2023-05-01 17:52:14,615 - testrun_4365653a - [INFO] - [Epoch 297]: Training Loss: 0.00034701, Valid MRR: 0.43481,
2023-05-01 17:52:15,602 - testrun_4365653a - [INFO] - [E:298| 0]: Train Loss:0.00034104, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:53:49,003 - testrun_4365653a - [INFO] - [E:298| 100]: Train Loss:0.00034513, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:55:23,185 - testrun_4365653a - [INFO] - [E:298| 200]: Train Loss:0.00034536, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:56:57,523 - testrun_4365653a - [INFO] - [E:298| 300]: Train Loss:0.00034644, Val MRR:0.43481, testrun_4365653a
2023-05-01 17:58:35,563 - testrun_4365653a - [INFO] - [E:298| 400]: Train Loss:0.00034653, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:00:15,353 - testrun_4365653a - [INFO] - [E:298| 500]: Train Loss:0.00034664, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:01:52,344 - testrun_4365653a - [INFO] - [E:298| 600]: Train Loss:0.00034659, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:03:21,288 - testrun_4365653a - [INFO] - [E:298| 700]: Train Loss:0.00034654, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:04:57,931 - testrun_4365653a - [INFO] - [E:298| 800]: Train Loss:0.00034652, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:05:05,334 - testrun_4365653a - [INFO] - [Epoch:298]: Training Loss:0.0003465
2023-05-01 18:05:05,625 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 18:05:14,247 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 18:05:21,647 - testrun_4365653a - [INFO] - [Evaluating Epoch 298 valid]:
MRR: Tail : 0.44341, Head : 0.42307, Avg : 0.43324
2023-05-01 18:05:21,647 - testrun_4365653a - [INFO] - [Epoch 298]: Training Loss: 0.00034654, Valid MRR: 0.43481,
2023-05-01 18:05:22,565 - testrun_4365653a - [INFO] - [E:299| 0]: Train Loss:0.00035021, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:07:02,865 - testrun_4365653a - [INFO] - [E:299| 100]: Train Loss:0.00034593, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:08:37,079 - testrun_4365653a - [INFO] - [E:299| 200]: Train Loss:0.00034653, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:10:10,022 - testrun_4365653a - [INFO] - [E:299| 300]: Train Loss:0.00034641, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:11:51,365 - testrun_4365653a - [INFO] - [E:299| 400]: Train Loss:0.00034649, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:13:26,503 - testrun_4365653a - [INFO] - [E:299| 500]: Train Loss:0.00034652, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:15:02,226 - testrun_4365653a - [INFO] - [E:299| 600]: Train Loss:0.00034637, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:16:33,128 - testrun_4365653a - [INFO] - [E:299| 700]: Train Loss:0.00034676, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:18:08,054 - testrun_4365653a - [INFO] - [E:299| 800]: Train Loss:0.00034665, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:18:14,931 - testrun_4365653a - [INFO] - [Epoch:299]: Training Loss:0.0003466
2023-05-01 18:18:15,217 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 18:18:24,568 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 18:18:32,468 - testrun_4365653a - [INFO] - [Evaluating Epoch 299 valid]:
MRR: Tail : 0.44381, Head : 0.42204, Avg : 0.43292
MR: Tail : 5911.1, Head : 5421.1, Avg : 5666.1
Hit-1: Tail : 0.42221, Head : 0.39914, Avg : 0.41068
Hit-3: Tail : 0.45254, Head : 0.42815, Avg : 0.44034
Hit-10: Tail : 0.47989, Head : 0.46671, Avg : 0.4733
2023-05-01 18:18:32,469 - testrun_4365653a - [INFO] - [Epoch 299]: Training Loss: 0.00034662, Valid MRR: 0.43481,
2023-05-01 18:18:33,277 - testrun_4365653a - [INFO] - [E:300| 0]: Train Loss:0.0003444, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:20:05,681 - testrun_4365653a - [INFO] - [E:300| 100]: Train Loss:0.0003462, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:21:38,622 - testrun_4365653a - [INFO] - [E:300| 200]: Train Loss:0.00034626, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:23:14,203 - testrun_4365653a - [INFO] - [E:300| 300]: Train Loss:0.00034617, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:24:50,330 - testrun_4365653a - [INFO] - [E:300| 400]: Train Loss:0.00034602, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:26:25,870 - testrun_4365653a - [INFO] - [E:300| 500]: Train Loss:0.00034596, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:27:58,725 - testrun_4365653a - [INFO] - [E:300| 600]: Train Loss:0.00034614, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:29:33,776 - testrun_4365653a - [INFO] - [E:300| 700]: Train Loss:0.00034612, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:31:10,347 - testrun_4365653a - [INFO] - [E:300| 800]: Train Loss:0.00034622, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:31:17,623 - testrun_4365653a - [INFO] - [Epoch:300]: Training Loss:0.0003462
2023-05-01 18:31:17,997 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 18:31:25,631 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 18:31:33,171 - testrun_4365653a - [INFO] - [Evaluating Epoch 300 valid]:
MRR: Tail : 0.44533, Head : 0.42381, Avg : 0.43457
2023-05-01 18:31:33,172 - testrun_4365653a - [INFO] - [Epoch 300]: Training Loss: 0.00034621, Valid MRR: 0.43481,
2023-05-01 18:31:34,067 - testrun_4365653a - [INFO] - [E:301| 0]: Train Loss:0.0003404, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:33:08,343 - testrun_4365653a - [INFO] - [E:301| 100]: Train Loss:0.0003444, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:34:40,742 - testrun_4365653a - [INFO] - [E:301| 200]: Train Loss:0.00034528, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:36:18,478 - testrun_4365653a - [INFO] - [E:301| 300]: Train Loss:0.00034514, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:37:58,439 - testrun_4365653a - [INFO] - [E:301| 400]: Train Loss:0.00034548, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:39:35,561 - testrun_4365653a - [INFO] - [E:301| 500]: Train Loss:0.00034575, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:41:05,425 - testrun_4365653a - [INFO] - [E:301| 600]: Train Loss:0.00034583, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:42:40,628 - testrun_4365653a - [INFO] - [E:301| 700]: Train Loss:0.0003458, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:44:13,997 - testrun_4365653a - [INFO] - [E:301| 800]: Train Loss:0.00034584, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:44:21,029 - testrun_4365653a - [INFO] - [Epoch:301]: Training Loss:0.0003458
2023-05-01 18:44:21,320 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 18:44:29,044 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 18:44:36,326 - testrun_4365653a - [INFO] - [Evaluating Epoch 301 valid]:
MRR: Tail : 0.44369, Head : 0.42336, Avg : 0.43352
2023-05-01 18:44:36,326 - testrun_4365653a - [INFO] - [Epoch 301]: Training Loss: 0.00034585, Valid MRR: 0.43481,
2023-05-01 18:44:37,296 - testrun_4365653a - [INFO] - [E:302| 0]: Train Loss:0.00035101, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:46:09,628 - testrun_4365653a - [INFO] - [E:302| 100]: Train Loss:0.00034528, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:47:43,901 - testrun_4365653a - [INFO] - [E:302| 200]: Train Loss:0.00034572, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:49:18,428 - testrun_4365653a - [INFO] - [E:302| 300]: Train Loss:0.00034563, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:50:54,378 - testrun_4365653a - [INFO] - [E:302| 400]: Train Loss:0.00034569, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:52:31,926 - testrun_4365653a - [INFO] - [E:302| 500]: Train Loss:0.00034556, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:54:02,494 - testrun_4365653a - [INFO] - [E:302| 600]: Train Loss:0.00034565, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:55:38,639 - testrun_4365653a - [INFO] - [E:302| 700]: Train Loss:0.00034564, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:57:11,628 - testrun_4365653a - [INFO] - [E:302| 800]: Train Loss:0.00034573, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:57:18,572 - testrun_4365653a - [INFO] - [Epoch:302]: Training Loss:0.0003458
2023-05-01 18:57:18,956 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 18:57:26,606 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 18:57:34,086 - testrun_4365653a - [INFO] - [Evaluating Epoch 302 valid]:
MRR: Tail : 0.44282, Head : 0.42029, Avg : 0.43156
2023-05-01 18:57:34,086 - testrun_4365653a - [INFO] - [Epoch 302]: Training Loss: 0.00034576, Valid MRR: 0.43481,
2023-05-01 18:57:35,300 - testrun_4365653a - [INFO] - [E:303| 0]: Train Loss:0.00034429, Val MRR:0.43481, testrun_4365653a
2023-05-01 18:59:07,114 - testrun_4365653a - [INFO] - [E:303| 100]: Train Loss:0.00034534, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:00:43,569 - testrun_4365653a - [INFO] - [E:303| 200]: Train Loss:0.00034596, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:02:22,845 - testrun_4365653a - [INFO] - [E:303| 300]: Train Loss:0.00034606, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:04:03,252 - testrun_4365653a - [INFO] - [E:303| 400]: Train Loss:0.00034585, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:05:37,968 - testrun_4365653a - [INFO] - [E:303| 500]: Train Loss:0.00034599, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:07:11,838 - testrun_4365653a - [INFO] - [E:303| 600]: Train Loss:0.00034599, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:08:43,949 - testrun_4365653a - [INFO] - [E:303| 700]: Train Loss:0.00034597, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:10:18,008 - testrun_4365653a - [INFO] - [E:303| 800]: Train Loss:0.00034595, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:10:24,950 - testrun_4365653a - [INFO] - [Epoch:303]: Training Loss:0.000346
2023-05-01 19:10:25,327 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 19:10:32,957 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 19:10:40,516 - testrun_4365653a - [INFO] - [Evaluating Epoch 303 valid]:
MRR: Tail : 0.44325, Head : 0.42361, Avg : 0.43343
2023-05-01 19:10:40,516 - testrun_4365653a - [INFO] - [Epoch 303]: Training Loss: 0.00034595, Valid MRR: 0.43481,
2023-05-01 19:10:41,451 - testrun_4365653a - [INFO] - [E:304| 0]: Train Loss:0.00034332, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:12:17,587 - testrun_4365653a - [INFO] - [E:304| 100]: Train Loss:0.00034386, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:13:52,227 - testrun_4365653a - [INFO] - [E:304| 200]: Train Loss:0.00034465, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:15:26,934 - testrun_4365653a - [INFO] - [E:304| 300]: Train Loss:0.0003449, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:17:05,162 - testrun_4365653a - [INFO] - [E:304| 400]: Train Loss:0.00034507, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:18:34,476 - testrun_4365653a - [INFO] - [E:304| 500]: Train Loss:0.00034541, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:20:11,980 - testrun_4365653a - [INFO] - [E:304| 600]: Train Loss:0.0003455, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:21:46,305 - testrun_4365653a - [INFO] - [E:304| 700]: Train Loss:0.00034546, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:23:21,067 - testrun_4365653a - [INFO] - [E:304| 800]: Train Loss:0.00034566, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:23:27,673 - testrun_4365653a - [INFO] - [Epoch:304]: Training Loss:0.0003457
2023-05-01 19:23:27,975 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 19:23:35,302 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 19:23:42,387 - testrun_4365653a - [INFO] - [Evaluating Epoch 304 valid]:
MRR: Tail : 0.44255, Head : 0.42254, Avg : 0.43254
2023-05-01 19:23:42,387 - testrun_4365653a - [INFO] - [Epoch 304]: Training Loss: 0.0003457, Valid MRR: 0.43481,
2023-05-01 19:23:43,296 - testrun_4365653a - [INFO] - [E:305| 0]: Train Loss:0.00034136, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:25:19,382 - testrun_4365653a - [INFO] - [E:305| 100]: Train Loss:0.00034627, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:26:50,933 - testrun_4365653a - [INFO] - [E:305| 200]: Train Loss:0.0003453, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:28:27,460 - testrun_4365653a - [INFO] - [E:305| 300]: Train Loss:0.00034524, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:29:59,413 - testrun_4365653a - [INFO] - [E:305| 400]: Train Loss:0.0003453, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:31:31,905 - testrun_4365653a - [INFO] - [E:305| 500]: Train Loss:0.00034545, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:33:05,103 - testrun_4365653a - [INFO] - [E:305| 600]: Train Loss:0.00034558, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:34:43,833 - testrun_4365653a - [INFO] - [E:305| 700]: Train Loss:0.00034565, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:36:15,474 - testrun_4365653a - [INFO] - [E:305| 800]: Train Loss:0.00034567, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:36:22,493 - testrun_4365653a - [INFO] - [Epoch:305]: Training Loss:0.0003457
2023-05-01 19:36:22,779 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 19:36:30,405 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 19:36:37,974 - testrun_4365653a - [INFO] - [Evaluating Epoch 305 valid]:
MRR: Tail : 0.44151, Head : 0.42291, Avg : 0.43221
2023-05-01 19:36:37,974 - testrun_4365653a - [INFO] - [Epoch 305]: Training Loss: 0.00034568, Valid MRR: 0.43481,
2023-05-01 19:36:38,858 - testrun_4365653a - [INFO] - [E:306| 0]: Train Loss:0.00034436, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:38:12,772 - testrun_4365653a - [INFO] - [E:306| 100]: Train Loss:0.0003451, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:39:47,931 - testrun_4365653a - [INFO] - [E:306| 200]: Train Loss:0.00034531, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:41:20,959 - testrun_4365653a - [INFO] - [E:306| 300]: Train Loss:0.00034531, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:42:55,111 - testrun_4365653a - [INFO] - [E:306| 400]: Train Loss:0.00034547, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:44:31,557 - testrun_4365653a - [INFO] - [E:306| 500]: Train Loss:0.00034524, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:46:09,589 - testrun_4365653a - [INFO] - [E:306| 600]: Train Loss:0.00034529, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:47:45,941 - testrun_4365653a - [INFO] - [E:306| 700]: Train Loss:0.00034562, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:49:18,975 - testrun_4365653a - [INFO] - [E:306| 800]: Train Loss:0.00034551, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:49:26,015 - testrun_4365653a - [INFO] - [Epoch:306]: Training Loss:0.0003455
2023-05-01 19:49:26,389 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 19:49:34,018 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 19:49:41,503 - testrun_4365653a - [INFO] - [Evaluating Epoch 306 valid]:
MRR: Tail : 0.44284, Head : 0.42129, Avg : 0.43207
2023-05-01 19:49:41,503 - testrun_4365653a - [INFO] - [Epoch 306]: Training Loss: 0.00034551, Valid MRR: 0.43481,
2023-05-01 19:49:42,721 - testrun_4365653a - [INFO] - [E:307| 0]: Train Loss:0.0003457, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:51:18,638 - testrun_4365653a - [INFO] - [E:307| 100]: Train Loss:0.00034639, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:52:54,960 - testrun_4365653a - [INFO] - [E:307| 200]: Train Loss:0.00034591, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:54:25,773 - testrun_4365653a - [INFO] - [E:307| 300]: Train Loss:0.00034588, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:55:54,490 - testrun_4365653a - [INFO] - [E:307| 400]: Train Loss:0.00034541, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:57:24,894 - testrun_4365653a - [INFO] - [E:307| 500]: Train Loss:0.00034543, Val MRR:0.43481, testrun_4365653a
2023-05-01 19:59:05,953 - testrun_4365653a - [INFO] - [E:307| 600]: Train Loss:0.00034543, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:00:38,321 - testrun_4365653a - [INFO] - [E:307| 700]: Train Loss:0.00034534, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:02:11,243 - testrun_4365653a - [INFO] - [E:307| 800]: Train Loss:0.00034534, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:02:18,138 - testrun_4365653a - [INFO] - [Epoch:307]: Training Loss:0.0003453
2023-05-01 20:02:18,559 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 20:02:26,038 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 20:02:34,433 - testrun_4365653a - [INFO] - [Evaluating Epoch 307 valid]:
MRR: Tail : 0.44403, Head : 0.42341, Avg : 0.43372
2023-05-01 20:02:34,433 - testrun_4365653a - [INFO] - [Epoch 307]: Training Loss: 0.00034533, Valid MRR: 0.43481,
2023-05-01 20:02:35,301 - testrun_4365653a - [INFO] - [E:308| 0]: Train Loss:0.0003383, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:04:12,116 - testrun_4365653a - [INFO] - [E:308| 100]: Train Loss:0.00034555, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:05:43,354 - testrun_4365653a - [INFO] - [E:308| 200]: Train Loss:0.00034476, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:07:17,954 - testrun_4365653a - [INFO] - [E:308| 300]: Train Loss:0.00034429, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:08:51,837 - testrun_4365653a - [INFO] - [E:308| 400]: Train Loss:0.0003445, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:10:23,693 - testrun_4365653a - [INFO] - [E:308| 500]: Train Loss:0.00034462, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:12:00,825 - testrun_4365653a - [INFO] - [E:308| 600]: Train Loss:0.000345, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:13:37,391 - testrun_4365653a - [INFO] - [E:308| 700]: Train Loss:0.00034506, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:15:10,588 - testrun_4365653a - [INFO] - [E:308| 800]: Train Loss:0.00034505, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:15:17,541 - testrun_4365653a - [INFO] - [Epoch:308]: Training Loss:0.0003451
2023-05-01 20:15:17,823 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 20:15:26,593 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 20:15:34,218 - testrun_4365653a - [INFO] - [Evaluating Epoch 308 valid]:
MRR: Tail : 0.44271, Head : 0.42366, Avg : 0.43318
2023-05-01 20:15:34,218 - testrun_4365653a - [INFO] - [Epoch 308]: Training Loss: 0.00034507, Valid MRR: 0.43481,
2023-05-01 20:15:35,056 - testrun_4365653a - [INFO] - [E:309| 0]: Train Loss:0.00034811, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:17:08,226 - testrun_4365653a - [INFO] - [E:309| 100]: Train Loss:0.00034541, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:18:45,850 - testrun_4365653a - [INFO] - [E:309| 200]: Train Loss:0.00034508, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:20:17,984 - testrun_4365653a - [INFO] - [E:309| 300]: Train Loss:0.00034484, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:21:46,496 - testrun_4365653a - [INFO] - [E:309| 400]: Train Loss:0.0003451, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:23:21,670 - testrun_4365653a - [INFO] - [E:309| 500]: Train Loss:0.0003456, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:24:56,653 - testrun_4365653a - [INFO] - [E:309| 600]: Train Loss:0.00034532, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:26:32,203 - testrun_4365653a - [INFO] - [E:309| 700]: Train Loss:0.00034533, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:28:07,582 - testrun_4365653a - [INFO] - [E:309| 800]: Train Loss:0.00034546, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:28:14,458 - testrun_4365653a - [INFO] - [Epoch:309]: Training Loss:0.0003455
2023-05-01 20:28:14,756 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 20:28:22,250 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 20:28:29,584 - testrun_4365653a - [INFO] - [Evaluating Epoch 309 valid]:
MRR: Tail : 0.44414, Head : 0.42253, Avg : 0.43334
MR: Tail : 5820.8, Head : 5441.0, Avg : 5630.9
Hit-1: Tail : 0.42156, Head : 0.3998, Avg : 0.41068
Hit-3: Tail : 0.45452, Head : 0.42947, Avg : 0.44199
Hit-10: Tail : 0.48253, Head : 0.46704, Avg : 0.47479
2023-05-01 20:28:29,584 - testrun_4365653a - [INFO] - [Epoch 309]: Training Loss: 0.00034546, Valid MRR: 0.43481,
2023-05-01 20:28:30,460 - testrun_4365653a - [INFO] - [E:310| 0]: Train Loss:0.00034279, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:30:02,948 - testrun_4365653a - [INFO] - [E:310| 100]: Train Loss:0.0003452, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:31:39,034 - testrun_4365653a - [INFO] - [E:310| 200]: Train Loss:0.00034483, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:33:12,296 - testrun_4365653a - [INFO] - [E:310| 300]: Train Loss:0.00034465, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:34:49,879 - testrun_4365653a - [INFO] - [E:310| 400]: Train Loss:0.00034481, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:36:25,863 - testrun_4365653a - [INFO] - [E:310| 500]: Train Loss:0.00034468, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:38:00,463 - testrun_4365653a - [INFO] - [E:310| 600]: Train Loss:0.00034476, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:39:35,317 - testrun_4365653a - [INFO] - [E:310| 700]: Train Loss:0.00034507, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:41:06,829 - testrun_4365653a - [INFO] - [E:310| 800]: Train Loss:0.00034505, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:41:15,337 - testrun_4365653a - [INFO] - [Epoch:310]: Training Loss:0.0003451
2023-05-01 20:41:15,812 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 20:41:23,215 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 20:41:30,307 - testrun_4365653a - [INFO] - [Evaluating Epoch 310 valid]:
MRR: Tail : 0.44222, Head : 0.42284, Avg : 0.43253
2023-05-01 20:41:30,308 - testrun_4365653a - [INFO] - [Epoch 310]: Training Loss: 0.00034507, Valid MRR: 0.43481,
2023-05-01 20:41:31,200 - testrun_4365653a - [INFO] - [E:311| 0]: Train Loss:0.00034221, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:43:04,043 - testrun_4365653a - [INFO] - [E:311| 100]: Train Loss:0.00034467, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:44:35,015 - testrun_4365653a - [INFO] - [E:311| 200]: Train Loss:0.00034473, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:46:10,707 - testrun_4365653a - [INFO] - [E:311| 300]: Train Loss:0.0003448, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:47:42,366 - testrun_4365653a - [INFO] - [E:311| 400]: Train Loss:0.00034469, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:49:14,761 - testrun_4365653a - [INFO] - [E:311| 500]: Train Loss:0.00034448, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:50:46,066 - testrun_4365653a - [INFO] - [E:311| 600]: Train Loss:0.0003445, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:52:23,340 - testrun_4365653a - [INFO] - [E:311| 700]: Train Loss:0.00034456, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:53:54,900 - testrun_4365653a - [INFO] - [E:311| 800]: Train Loss:0.00034473, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:54:01,443 - testrun_4365653a - [INFO] - [Epoch:311]: Training Loss:0.0003447
2023-05-01 20:54:01,682 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 20:54:08,867 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 20:54:16,081 - testrun_4365653a - [INFO] - [Evaluating Epoch 311 valid]:
MRR: Tail : 0.44402, Head : 0.42159, Avg : 0.4328
2023-05-01 20:54:16,081 - testrun_4365653a - [INFO] - [Epoch 311]: Training Loss: 0.0003447, Valid MRR: 0.43481,
2023-05-01 20:54:16,970 - testrun_4365653a - [INFO] - [E:312| 0]: Train Loss:0.00034767, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:55:50,830 - testrun_4365653a - [INFO] - [E:312| 100]: Train Loss:0.00034383, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:57:25,804 - testrun_4365653a - [INFO] - [E:312| 200]: Train Loss:0.00034466, Val MRR:0.43481, testrun_4365653a
2023-05-01 20:58:55,312 - testrun_4365653a - [INFO] - [E:312| 300]: Train Loss:0.00034411, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:00:27,133 - testrun_4365653a - [INFO] - [E:312| 400]: Train Loss:0.00034471, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:01:58,133 - testrun_4365653a - [INFO] - [E:312| 500]: Train Loss:0.00034465, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:03:33,744 - testrun_4365653a - [INFO] - [E:312| 600]: Train Loss:0.00034459, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:05:08,585 - testrun_4365653a - [INFO] - [E:312| 700]: Train Loss:0.00034485, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:06:39,976 - testrun_4365653a - [INFO] - [E:312| 800]: Train Loss:0.00034482, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:06:46,951 - testrun_4365653a - [INFO] - [Epoch:312]: Training Loss:0.0003448
2023-05-01 21:06:47,328 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 21:06:55,080 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 21:07:02,366 - testrun_4365653a - [INFO] - [Evaluating Epoch 312 valid]:
MRR: Tail : 0.44191, Head : 0.42067, Avg : 0.43129
2023-05-01 21:07:02,367 - testrun_4365653a - [INFO] - [Epoch 312]: Training Loss: 0.00034481, Valid MRR: 0.43481,
2023-05-01 21:07:03,254 - testrun_4365653a - [INFO] - [E:313| 0]: Train Loss:0.00034199, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:08:33,305 - testrun_4365653a - [INFO] - [E:313| 100]: Train Loss:0.00034464, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:10:05,935 - testrun_4365653a - [INFO] - [E:313| 200]: Train Loss:0.0003445, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:11:37,636 - testrun_4365653a - [INFO] - [E:313| 300]: Train Loss:0.00034445, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:13:14,091 - testrun_4365653a - [INFO] - [E:313| 400]: Train Loss:0.00034431, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:14:42,084 - testrun_4365653a - [INFO] - [E:313| 500]: Train Loss:0.00034421, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:16:18,040 - testrun_4365653a - [INFO] - [E:313| 600]: Train Loss:0.00034439, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:18:01,164 - testrun_4365653a - [INFO] - [E:313| 700]: Train Loss:0.00034452, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:19:35,582 - testrun_4365653a - [INFO] - [E:313| 800]: Train Loss:0.00034444, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:19:42,371 - testrun_4365653a - [INFO] - [Epoch:313]: Training Loss:0.0003445
2023-05-01 21:19:43,054 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 21:19:50,613 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 21:19:57,807 - testrun_4365653a - [INFO] - [Evaluating Epoch 313 valid]:
MRR: Tail : 0.44344, Head : 0.4199, Avg : 0.43167
2023-05-01 21:19:57,807 - testrun_4365653a - [INFO] - [Epoch 313]: Training Loss: 0.00034446, Valid MRR: 0.43481,
2023-05-01 21:19:58,598 - testrun_4365653a - [INFO] - [E:314| 0]: Train Loss:0.00033922, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:21:32,270 - testrun_4365653a - [INFO] - [E:314| 100]: Train Loss:0.00034494, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:23:03,711 - testrun_4365653a - [INFO] - [E:314| 200]: Train Loss:0.00034417, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:24:40,678 - testrun_4365653a - [INFO] - [E:314| 300]: Train Loss:0.00034404, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:26:11,815 - testrun_4365653a - [INFO] - [E:314| 400]: Train Loss:0.00034403, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:27:41,625 - testrun_4365653a - [INFO] - [E:314| 500]: Train Loss:0.00034419, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:29:12,505 - testrun_4365653a - [INFO] - [E:314| 600]: Train Loss:0.00034437, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:30:42,969 - testrun_4365653a - [INFO] - [E:314| 700]: Train Loss:0.00034449, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:32:20,277 - testrun_4365653a - [INFO] - [E:314| 800]: Train Loss:0.00034457, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:32:27,183 - testrun_4365653a - [INFO] - [Epoch:314]: Training Loss:0.0003445
2023-05-01 21:32:27,788 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 21:32:35,212 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 21:32:42,922 - testrun_4365653a - [INFO] - [Evaluating Epoch 314 valid]:
MRR: Tail : 0.44232, Head : 0.42074, Avg : 0.43153
2023-05-01 21:32:42,922 - testrun_4365653a - [INFO] - [Epoch 314]: Training Loss: 0.00034453, Valid MRR: 0.43481,
2023-05-01 21:32:43,722 - testrun_4365653a - [INFO] - [E:315| 0]: Train Loss:0.0003409, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:34:13,823 - testrun_4365653a - [INFO] - [E:315| 100]: Train Loss:0.00034376, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:35:45,663 - testrun_4365653a - [INFO] - [E:315| 200]: Train Loss:0.00034437, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:37:20,240 - testrun_4365653a - [INFO] - [E:315| 300]: Train Loss:0.00034385, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:38:52,385 - testrun_4365653a - [INFO] - [E:315| 400]: Train Loss:0.00034398, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:40:26,998 - testrun_4365653a - [INFO] - [E:315| 500]: Train Loss:0.00034397, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:41:56,868 - testrun_4365653a - [INFO] - [E:315| 600]: Train Loss:0.00034411, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:43:32,925 - testrun_4365653a - [INFO] - [E:315| 700]: Train Loss:0.00034428, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:45:03,486 - testrun_4365653a - [INFO] - [E:315| 800]: Train Loss:0.00034425, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:45:10,355 - testrun_4365653a - [INFO] - [Epoch:315]: Training Loss:0.0003444
2023-05-01 21:45:10,758 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 21:45:18,327 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 21:45:25,467 - testrun_4365653a - [INFO] - [Evaluating Epoch 315 valid]:
MRR: Tail : 0.44448, Head : 0.4212, Avg : 0.43284
2023-05-01 21:45:25,467 - testrun_4365653a - [INFO] - [Epoch 315]: Training Loss: 0.00034436, Valid MRR: 0.43481,
2023-05-01 21:45:26,387 - testrun_4365653a - [INFO] - [E:316| 0]: Train Loss:0.00033751, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:46:57,344 - testrun_4365653a - [INFO] - [E:316| 100]: Train Loss:0.00034361, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:48:30,845 - testrun_4365653a - [INFO] - [E:316| 200]: Train Loss:0.00034316, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:50:02,482 - testrun_4365653a - [INFO] - [E:316| 300]: Train Loss:0.00034338, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:51:37,843 - testrun_4365653a - [INFO] - [E:316| 400]: Train Loss:0.00034366, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:53:10,812 - testrun_4365653a - [INFO] - [E:316| 500]: Train Loss:0.00034383, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:54:41,030 - testrun_4365653a - [INFO] - [E:316| 600]: Train Loss:0.00034381, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:56:13,210 - testrun_4365653a - [INFO] - [E:316| 700]: Train Loss:0.00034388, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:57:43,667 - testrun_4365653a - [INFO] - [E:316| 800]: Train Loss:0.00034399, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:57:50,759 - testrun_4365653a - [INFO] - [Epoch:316]: Training Loss:0.000344
2023-05-01 21:57:51,061 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 21:57:58,764 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 21:58:05,968 - testrun_4365653a - [INFO] - [Evaluating Epoch 316 valid]:
MRR: Tail : 0.44305, Head : 0.42043, Avg : 0.43174
2023-05-01 21:58:05,968 - testrun_4365653a - [INFO] - [Epoch 316]: Training Loss: 0.00034401, Valid MRR: 0.43481,
2023-05-01 21:58:06,765 - testrun_4365653a - [INFO] - [E:317| 0]: Train Loss:0.0003352, Val MRR:0.43481, testrun_4365653a
2023-05-01 21:59:37,853 - testrun_4365653a - [INFO] - [E:317| 100]: Train Loss:0.00034406, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:01:12,324 - testrun_4365653a - [INFO] - [E:317| 200]: Train Loss:0.00034416, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:02:44,309 - testrun_4365653a - [INFO] - [E:317| 300]: Train Loss:0.00034358, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:04:17,835 - testrun_4365653a - [INFO] - [E:317| 400]: Train Loss:0.00034373, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:05:51,462 - testrun_4365653a - [INFO] - [E:317| 500]: Train Loss:0.00034385, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:07:16,795 - testrun_4365653a - [INFO] - [E:317| 600]: Train Loss:0.00034445, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:08:50,029 - testrun_4365653a - [INFO] - [E:317| 700]: Train Loss:0.0003445, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:10:23,437 - testrun_4365653a - [INFO] - [E:317| 800]: Train Loss:0.00034451, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:10:30,553 - testrun_4365653a - [INFO] - [Epoch:317]: Training Loss:0.0003445
2023-05-01 22:10:30,828 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 22:10:38,591 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 22:10:45,861 - testrun_4365653a - [INFO] - [Evaluating Epoch 317 valid]:
MRR: Tail : 0.44247, Head : 0.42113, Avg : 0.4318
2023-05-01 22:10:45,861 - testrun_4365653a - [INFO] - [Epoch 317]: Training Loss: 0.00034448, Valid MRR: 0.43481,
2023-05-01 22:10:46,750 - testrun_4365653a - [INFO] - [E:318| 0]: Train Loss:0.00035878, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:12:23,081 - testrun_4365653a - [INFO] - [E:318| 100]: Train Loss:0.00034291, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:13:55,987 - testrun_4365653a - [INFO] - [E:318| 200]: Train Loss:0.00034323, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:15:26,963 - testrun_4365653a - [INFO] - [E:318| 300]: Train Loss:0.00034301, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:16:57,649 - testrun_4365653a - [INFO] - [E:318| 400]: Train Loss:0.00034307, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:18:34,144 - testrun_4365653a - [INFO] - [E:318| 500]: Train Loss:0.00034353, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:20:06,207 - testrun_4365653a - [INFO] - [E:318| 600]: Train Loss:0.00034351, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:21:38,278 - testrun_4365653a - [INFO] - [E:318| 700]: Train Loss:0.00034366, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:23:13,181 - testrun_4365653a - [INFO] - [E:318| 800]: Train Loss:0.00034393, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:23:20,038 - testrun_4365653a - [INFO] - [Epoch:318]: Training Loss:0.0003439
2023-05-01 22:23:20,323 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 22:23:27,860 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 22:23:35,795 - testrun_4365653a - [INFO] - [Evaluating Epoch 318 valid]:
MRR: Tail : 0.4413, Head : 0.42135, Avg : 0.43133
2023-05-01 22:23:35,796 - testrun_4365653a - [INFO] - [Epoch 318]: Training Loss: 0.00034394, Valid MRR: 0.43481,
2023-05-01 22:23:36,645 - testrun_4365653a - [INFO] - [E:319| 0]: Train Loss:0.00034951, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:25:11,859 - testrun_4365653a - [INFO] - [E:319| 100]: Train Loss:0.00034455, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:26:43,320 - testrun_4365653a - [INFO] - [E:319| 200]: Train Loss:0.00034404, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:28:14,931 - testrun_4365653a - [INFO] - [E:319| 300]: Train Loss:0.000344, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:29:48,542 - testrun_4365653a - [INFO] - [E:319| 400]: Train Loss:0.00034371, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:31:19,636 - testrun_4365653a - [INFO] - [E:319| 500]: Train Loss:0.00034354, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:32:51,126 - testrun_4365653a - [INFO] - [E:319| 600]: Train Loss:0.00034365, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:34:18,548 - testrun_4365653a - [INFO] - [E:319| 700]: Train Loss:0.00034365, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:35:50,895 - testrun_4365653a - [INFO] - [E:319| 800]: Train Loss:0.00034382, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:35:57,777 - testrun_4365653a - [INFO] - [Epoch:319]: Training Loss:0.0003438
2023-05-01 22:35:58,112 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 22:36:06,363 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 22:36:13,569 - testrun_4365653a - [INFO] - [Evaluating Epoch 319 valid]:
MRR: Tail : 0.43961, Head : 0.42149, Avg : 0.43055
MR: Tail : 5882.4, Head : 5423.9, Avg : 5653.1
Hit-1: Tail : 0.41562, Head : 0.39947, Avg : 0.40755
Hit-3: Tail : 0.45023, Head : 0.42749, Avg : 0.43886
Hit-10: Tail : 0.47726, Head : 0.46737, Avg : 0.47231
2023-05-01 22:36:13,569 - testrun_4365653a - [INFO] - [Epoch 319]: Training Loss: 0.00034381, Valid MRR: 0.43481,
2023-05-01 22:36:14,531 - testrun_4365653a - [INFO] - [E:320| 0]: Train Loss:0.00033931, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:37:49,632 - testrun_4365653a - [INFO] - [E:320| 100]: Train Loss:0.00034256, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:39:21,492 - testrun_4365653a - [INFO] - [E:320| 200]: Train Loss:0.00034305, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:40:52,432 - testrun_4365653a - [INFO] - [E:320| 300]: Train Loss:0.00034351, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:42:26,416 - testrun_4365653a - [INFO] - [E:320| 400]: Train Loss:0.00034352, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:43:57,641 - testrun_4365653a - [INFO] - [E:320| 500]: Train Loss:0.00034345, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:45:29,237 - testrun_4365653a - [INFO] - [E:320| 600]: Train Loss:0.00034332, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:46:58,379 - testrun_4365653a - [INFO] - [E:320| 700]: Train Loss:0.00034354, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:48:29,914 - testrun_4365653a - [INFO] - [E:320| 800]: Train Loss:0.00034351, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:48:36,903 - testrun_4365653a - [INFO] - [Epoch:320]: Training Loss:0.0003435
2023-05-01 22:48:37,171 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 22:48:44,618 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 22:48:51,765 - testrun_4365653a - [INFO] - [Evaluating Epoch 320 valid]:
MRR: Tail : 0.44069, Head : 0.4205, Avg : 0.4306
2023-05-01 22:48:51,765 - testrun_4365653a - [INFO] - [Epoch 320]: Training Loss: 0.00034351, Valid MRR: 0.43481,
2023-05-01 22:48:52,735 - testrun_4365653a - [INFO] - [E:321| 0]: Train Loss:0.00034133, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:50:24,472 - testrun_4365653a - [INFO] - [E:321| 100]: Train Loss:0.00034188, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:52:01,915 - testrun_4365653a - [INFO] - [E:321| 200]: Train Loss:0.00034238, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:53:33,635 - testrun_4365653a - [INFO] - [E:321| 300]: Train Loss:0.00034343, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:55:03,826 - testrun_4365653a - [INFO] - [E:321| 400]: Train Loss:0.00034349, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:56:36,632 - testrun_4365653a - [INFO] - [E:321| 500]: Train Loss:0.00034353, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:58:06,758 - testrun_4365653a - [INFO] - [E:321| 600]: Train Loss:0.00034338, Val MRR:0.43481, testrun_4365653a
2023-05-01 22:59:37,484 - testrun_4365653a - [INFO] - [E:321| 700]: Train Loss:0.00034347, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:01:06,789 - testrun_4365653a - [INFO] - [E:321| 800]: Train Loss:0.00034358, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:01:13,624 - testrun_4365653a - [INFO] - [Epoch:321]: Training Loss:0.0003436
2023-05-01 23:01:13,980 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 23:01:21,494 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 23:01:28,490 - testrun_4365653a - [INFO] - [Evaluating Epoch 321 valid]:
MRR: Tail : 0.44047, Head : 0.42087, Avg : 0.43067
2023-05-01 23:01:28,490 - testrun_4365653a - [INFO] - [Epoch 321]: Training Loss: 0.00034358, Valid MRR: 0.43481,
2023-05-01 23:01:29,487 - testrun_4365653a - [INFO] - [E:322| 0]: Train Loss:0.00033865, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:03:04,179 - testrun_4365653a - [INFO] - [E:322| 100]: Train Loss:0.00034394, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:04:37,571 - testrun_4365653a - [INFO] - [E:322| 200]: Train Loss:0.00034394, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:06:12,176 - testrun_4365653a - [INFO] - [E:322| 300]: Train Loss:0.0003434, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:07:41,326 - testrun_4365653a - [INFO] - [E:322| 400]: Train Loss:0.00034343, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:09:15,787 - testrun_4365653a - [INFO] - [E:322| 500]: Train Loss:0.00034339, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:10:48,651 - testrun_4365653a - [INFO] - [E:322| 600]: Train Loss:0.00034336, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:12:28,087 - testrun_4365653a - [INFO] - [E:322| 700]: Train Loss:0.00034341, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:13:58,102 - testrun_4365653a - [INFO] - [E:322| 800]: Train Loss:0.00034349, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:14:07,180 - testrun_4365653a - [INFO] - [Epoch:322]: Training Loss:0.0003435
2023-05-01 23:14:07,520 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 23:14:16,077 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 23:14:23,384 - testrun_4365653a - [INFO] - [Evaluating Epoch 322 valid]:
MRR: Tail : 0.44065, Head : 0.42118, Avg : 0.43092
2023-05-01 23:14:23,385 - testrun_4365653a - [INFO] - [Epoch 322]: Training Loss: 0.00034347, Valid MRR: 0.43481,
2023-05-01 23:14:24,507 - testrun_4365653a - [INFO] - [E:323| 0]: Train Loss:0.00034797, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:16:00,135 - testrun_4365653a - [INFO] - [E:323| 100]: Train Loss:0.00034204, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:17:29,977 - testrun_4365653a - [INFO] - [E:323| 200]: Train Loss:0.00034264, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:19:03,508 - testrun_4365653a - [INFO] - [E:323| 300]: Train Loss:0.00034317, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:20:37,780 - testrun_4365653a - [INFO] - [E:323| 400]: Train Loss:0.00034332, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:22:13,566 - testrun_4365653a - [INFO] - [E:323| 500]: Train Loss:0.00034345, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:23:51,438 - testrun_4365653a - [INFO] - [E:323| 600]: Train Loss:0.00034342, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:25:22,864 - testrun_4365653a - [INFO] - [E:323| 700]: Train Loss:0.00034341, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:26:58,583 - testrun_4365653a - [INFO] - [E:323| 800]: Train Loss:0.00034339, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:27:05,497 - testrun_4365653a - [INFO] - [Epoch:323]: Training Loss:0.0003434
2023-05-01 23:27:05,786 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 23:27:13,696 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 23:27:20,920 - testrun_4365653a - [INFO] - [Evaluating Epoch 323 valid]:
MRR: Tail : 0.44152, Head : 0.42181, Avg : 0.43167
2023-05-01 23:27:20,920 - testrun_4365653a - [INFO] - [Epoch 323]: Training Loss: 0.00034344, Valid MRR: 0.43481,
2023-05-01 23:27:21,903 - testrun_4365653a - [INFO] - [E:324| 0]: Train Loss:0.00033802, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:29:01,332 - testrun_4365653a - [INFO] - [E:324| 100]: Train Loss:0.00034293, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:30:33,521 - testrun_4365653a - [INFO] - [E:324| 200]: Train Loss:0.00034252, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:32:05,297 - testrun_4365653a - [INFO] - [E:324| 300]: Train Loss:0.00034216, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:33:36,670 - testrun_4365653a - [INFO] - [E:324| 400]: Train Loss:0.00034229, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:35:08,280 - testrun_4365653a - [INFO] - [E:324| 500]: Train Loss:0.00034262, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:36:41,741 - testrun_4365653a - [INFO] - [E:324| 600]: Train Loss:0.0003428, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:38:13,155 - testrun_4365653a - [INFO] - [E:324| 700]: Train Loss:0.00034283, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:39:43,360 - testrun_4365653a - [INFO] - [E:324| 800]: Train Loss:0.00034299, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:39:52,971 - testrun_4365653a - [INFO] - [Epoch:324]: Training Loss:0.0003431
2023-05-01 23:39:53,233 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 23:40:01,208 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 23:40:08,366 - testrun_4365653a - [INFO] - [Evaluating Epoch 324 valid]:
MRR: Tail : 0.44223, Head : 0.42145, Avg : 0.43184
2023-05-01 23:40:08,366 - testrun_4365653a - [INFO] - [Epoch 324]: Training Loss: 0.00034305, Valid MRR: 0.43481,
2023-05-01 23:40:09,236 - testrun_4365653a - [INFO] - [E:325| 0]: Train Loss:0.00033876, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:41:43,914 - testrun_4365653a - [INFO] - [E:325| 100]: Train Loss:0.00034234, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:43:20,016 - testrun_4365653a - [INFO] - [E:325| 200]: Train Loss:0.00034267, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:44:54,235 - testrun_4365653a - [INFO] - [E:325| 300]: Train Loss:0.00034255, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:46:31,745 - testrun_4365653a - [INFO] - [E:325| 400]: Train Loss:0.00034271, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:48:06,818 - testrun_4365653a - [INFO] - [E:325| 500]: Train Loss:0.00034259, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:49:38,403 - testrun_4365653a - [INFO] - [E:325| 600]: Train Loss:0.00034268, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:51:09,722 - testrun_4365653a - [INFO] - [E:325| 700]: Train Loss:0.00034273, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:52:39,890 - testrun_4365653a - [INFO] - [E:325| 800]: Train Loss:0.00034285, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:52:47,510 - testrun_4365653a - [INFO] - [Epoch:325]: Training Loss:0.0003429
2023-05-01 23:52:47,788 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-01 23:52:54,315 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-01 23:52:59,960 - testrun_4365653a - [INFO] - [Evaluating Epoch 325 valid]:
MRR: Tail : 0.44077, Head : 0.42024, Avg : 0.43051
2023-05-01 23:52:59,960 - testrun_4365653a - [INFO] - [Epoch 325]: Training Loss: 0.00034288, Valid MRR: 0.43481,
2023-05-01 23:53:00,632 - testrun_4365653a - [INFO] - [E:326| 0]: Train Loss:0.00034318, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:54:33,337 - testrun_4365653a - [INFO] - [E:326| 100]: Train Loss:0.00034249, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:56:05,440 - testrun_4365653a - [INFO] - [E:326| 200]: Train Loss:0.00034251, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:57:36,452 - testrun_4365653a - [INFO] - [E:326| 300]: Train Loss:0.00034235, Val MRR:0.43481, testrun_4365653a
2023-05-01 23:59:11,005 - testrun_4365653a - [INFO] - [E:326| 400]: Train Loss:0.00034249, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:00:42,446 - testrun_4365653a - [INFO] - [E:326| 500]: Train Loss:0.00034273, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:02:19,481 - testrun_4365653a - [INFO] - [E:326| 600]: Train Loss:0.00034256, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:03:57,932 - testrun_4365653a - [INFO] - [E:326| 700]: Train Loss:0.00034264, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:05:29,260 - testrun_4365653a - [INFO] - [E:326| 800]: Train Loss:0.00034269, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:05:36,375 - testrun_4365653a - [INFO] - [Epoch:326]: Training Loss:0.0003427
2023-05-02 00:05:36,667 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 00:05:43,914 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 00:05:50,764 - testrun_4365653a - [INFO] - [Evaluating Epoch 326 valid]:
MRR: Tail : 0.43999, Head : 0.42191, Avg : 0.43095
2023-05-02 00:05:50,764 - testrun_4365653a - [INFO] - [Epoch 326]: Training Loss: 0.00034268, Valid MRR: 0.43481,
2023-05-02 00:05:51,669 - testrun_4365653a - [INFO] - [E:327| 0]: Train Loss:0.00033244, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:07:25,839 - testrun_4365653a - [INFO] - [E:327| 100]: Train Loss:0.00034304, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:08:57,729 - testrun_4365653a - [INFO] - [E:327| 200]: Train Loss:0.00034324, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:10:31,972 - testrun_4365653a - [INFO] - [E:327| 300]: Train Loss:0.00034301, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:12:01,309 - testrun_4365653a - [INFO] - [E:327| 400]: Train Loss:0.00034304, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:13:31,807 - testrun_4365653a - [INFO] - [E:327| 500]: Train Loss:0.00034307, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:15:03,706 - testrun_4365653a - [INFO] - [E:327| 600]: Train Loss:0.00034308, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:16:33,933 - testrun_4365653a - [INFO] - [E:327| 700]: Train Loss:0.0003431, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:18:04,217 - testrun_4365653a - [INFO] - [E:327| 800]: Train Loss:0.00034301, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:18:11,340 - testrun_4365653a - [INFO] - [Epoch:327]: Training Loss:0.000343
2023-05-02 00:18:11,683 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 00:18:19,011 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 00:18:26,270 - testrun_4365653a - [INFO] - [Evaluating Epoch 327 valid]:
MRR: Tail : 0.44062, Head : 0.42272, Avg : 0.43167
2023-05-02 00:18:26,270 - testrun_4365653a - [INFO] - [Epoch 327]: Training Loss: 0.00034302, Valid MRR: 0.43481,
2023-05-02 00:18:27,229 - testrun_4365653a - [INFO] - [E:328| 0]: Train Loss:0.00034114, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:19:56,606 - testrun_4365653a - [INFO] - [E:328| 100]: Train Loss:0.00034267, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:21:29,179 - testrun_4365653a - [INFO] - [E:328| 200]: Train Loss:0.00034252, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:23:01,438 - testrun_4365653a - [INFO] - [E:328| 300]: Train Loss:0.00034237, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:24:36,363 - testrun_4365653a - [INFO] - [E:328| 400]: Train Loss:0.00034227, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:26:11,699 - testrun_4365653a - [INFO] - [E:328| 500]: Train Loss:0.00034224, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:27:42,952 - testrun_4365653a - [INFO] - [E:328| 600]: Train Loss:0.00034234, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:29:14,125 - testrun_4365653a - [INFO] - [E:328| 700]: Train Loss:0.00034263, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:30:52,346 - testrun_4365653a - [INFO] - [E:328| 800]: Train Loss:0.00034266, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:30:59,536 - testrun_4365653a - [INFO] - [Epoch:328]: Training Loss:0.0003427
2023-05-02 00:30:59,901 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 00:31:07,372 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 00:31:16,408 - testrun_4365653a - [INFO] - [Evaluating Epoch 328 valid]:
MRR: Tail : 0.4401, Head : 0.42213, Avg : 0.43112
2023-05-02 00:31:16,408 - testrun_4365653a - [INFO] - [Epoch 328]: Training Loss: 0.00034268, Valid MRR: 0.43481,
2023-05-02 00:31:17,279 - testrun_4365653a - [INFO] - [E:329| 0]: Train Loss:0.00033463, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:32:45,131 - testrun_4365653a - [INFO] - [E:329| 100]: Train Loss:0.00034078, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:34:17,351 - testrun_4365653a - [INFO] - [E:329| 200]: Train Loss:0.00034122, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:35:51,733 - testrun_4365653a - [INFO] - [E:329| 300]: Train Loss:0.0003415, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:37:23,988 - testrun_4365653a - [INFO] - [E:329| 400]: Train Loss:0.00034204, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:38:55,063 - testrun_4365653a - [INFO] - [E:329| 500]: Train Loss:0.00034198, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:40:25,499 - testrun_4365653a - [INFO] - [E:329| 600]: Train Loss:0.00034213, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:41:58,959 - testrun_4365653a - [INFO] - [E:329| 700]: Train Loss:0.00034242, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:43:33,523 - testrun_4365653a - [INFO] - [E:329| 800]: Train Loss:0.00034261, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:43:40,766 - testrun_4365653a - [INFO] - [Epoch:329]: Training Loss:0.0003428
2023-05-02 00:43:41,034 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 00:43:48,628 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 00:43:56,663 - testrun_4365653a - [INFO] - [Evaluating Epoch 329 valid]:
MRR: Tail : 0.44055, Head : 0.41611, Avg : 0.42833
MR: Tail : 5918.1, Head : 5532.5, Avg : 5725.3
Hit-1: Tail : 0.41892, Head : 0.39288, Avg : 0.4059
Hit-3: Tail : 0.44957, Head : 0.42353, Avg : 0.43655
Hit-10: Tail : 0.47956, Head : 0.4588, Avg : 0.46918
2023-05-02 00:43:56,663 - testrun_4365653a - [INFO] - [Epoch 329]: Training Loss: 0.00034276, Valid MRR: 0.43481,
2023-05-02 00:43:57,550 - testrun_4365653a - [INFO] - [E:330| 0]: Train Loss:0.00035426, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:45:32,317 - testrun_4365653a - [INFO] - [E:330| 100]: Train Loss:0.0003418, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:47:00,746 - testrun_4365653a - [INFO] - [E:330| 200]: Train Loss:0.00034136, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:48:33,375 - testrun_4365653a - [INFO] - [E:330| 300]: Train Loss:0.00034165, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:50:05,482 - testrun_4365653a - [INFO] - [E:330| 400]: Train Loss:0.00034213, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:51:38,677 - testrun_4365653a - [INFO] - [E:330| 500]: Train Loss:0.00034247, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:53:11,490 - testrun_4365653a - [INFO] - [E:330| 600]: Train Loss:0.00034229, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:54:41,688 - testrun_4365653a - [INFO] - [E:330| 700]: Train Loss:0.00034241, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:56:12,402 - testrun_4365653a - [INFO] - [E:330| 800]: Train Loss:0.0003425, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:56:19,343 - testrun_4365653a - [INFO] - [Epoch:330]: Training Loss:0.0003425
2023-05-02 00:56:19,631 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 00:56:27,814 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 00:56:35,791 - testrun_4365653a - [INFO] - [Evaluating Epoch 330 valid]:
MRR: Tail : 0.44115, Head : 0.4225, Avg : 0.43183
2023-05-02 00:56:35,791 - testrun_4365653a - [INFO] - [Epoch 330]: Training Loss: 0.00034255, Valid MRR: 0.43481,
2023-05-02 00:56:36,572 - testrun_4365653a - [INFO] - [E:331| 0]: Train Loss:0.00034117, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:58:11,884 - testrun_4365653a - [INFO] - [E:331| 100]: Train Loss:0.00034156, Val MRR:0.43481, testrun_4365653a
2023-05-02 00:59:45,768 - testrun_4365653a - [INFO] - [E:331| 200]: Train Loss:0.00034255, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:01:20,788 - testrun_4365653a - [INFO] - [E:331| 300]: Train Loss:0.0003422, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:02:55,246 - testrun_4365653a - [INFO] - [E:331| 400]: Train Loss:0.00034228, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:04:25,288 - testrun_4365653a - [INFO] - [E:331| 500]: Train Loss:0.00034215, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:05:56,245 - testrun_4365653a - [INFO] - [E:331| 600]: Train Loss:0.00034209, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:07:28,589 - testrun_4365653a - [INFO] - [E:331| 700]: Train Loss:0.0003424, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:09:03,323 - testrun_4365653a - [INFO] - [E:331| 800]: Train Loss:0.00034228, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:09:10,991 - testrun_4365653a - [INFO] - [Epoch:331]: Training Loss:0.0003423
2023-05-02 01:09:11,347 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 01:09:19,445 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 01:09:26,732 - testrun_4365653a - [INFO] - [Evaluating Epoch 331 valid]:
MRR: Tail : 0.4423, Head : 0.42045, Avg : 0.43138
2023-05-02 01:09:26,732 - testrun_4365653a - [INFO] - [Epoch 331]: Training Loss: 0.00034232, Valid MRR: 0.43481,
2023-05-02 01:09:27,571 - testrun_4365653a - [INFO] - [E:332| 0]: Train Loss:0.00036707, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:10:58,534 - testrun_4365653a - [INFO] - [E:332| 100]: Train Loss:0.00034341, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:12:27,903 - testrun_4365653a - [INFO] - [E:332| 200]: Train Loss:0.0003434, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:14:03,839 - testrun_4365653a - [INFO] - [E:332| 300]: Train Loss:0.00034324, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:15:34,834 - testrun_4365653a - [INFO] - [E:332| 400]: Train Loss:0.00034322, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:17:08,016 - testrun_4365653a - [INFO] - [E:332| 500]: Train Loss:0.0003432, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:18:40,178 - testrun_4365653a - [INFO] - [E:332| 600]: Train Loss:0.0003428, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:20:17,261 - testrun_4365653a - [INFO] - [E:332| 700]: Train Loss:0.00034263, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:21:52,345 - testrun_4365653a - [INFO] - [E:332| 800]: Train Loss:0.0003425, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:22:00,298 - testrun_4365653a - [INFO] - [Epoch:332]: Training Loss:0.0003425
2023-05-02 01:22:00,592 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 01:22:08,885 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 01:22:16,020 - testrun_4365653a - [INFO] - [Evaluating Epoch 332 valid]:
MRR: Tail : 0.44134, Head : 0.42135, Avg : 0.43135
2023-05-02 01:22:16,020 - testrun_4365653a - [INFO] - [Epoch 332]: Training Loss: 0.00034252, Valid MRR: 0.43481,
2023-05-02 01:22:16,930 - testrun_4365653a - [INFO] - [E:333| 0]: Train Loss:0.00034813, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:23:49,141 - testrun_4365653a - [INFO] - [E:333| 100]: Train Loss:0.00034234, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:25:18,829 - testrun_4365653a - [INFO] - [E:333| 200]: Train Loss:0.00034217, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:26:49,910 - testrun_4365653a - [INFO] - [E:333| 300]: Train Loss:0.00034232, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:28:19,952 - testrun_4365653a - [INFO] - [E:333| 400]: Train Loss:0.00034225, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:29:53,109 - testrun_4365653a - [INFO] - [E:333| 500]: Train Loss:0.00034256, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:31:24,335 - testrun_4365653a - [INFO] - [E:333| 600]: Train Loss:0.00034248, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:32:55,442 - testrun_4365653a - [INFO] - [E:333| 700]: Train Loss:0.00034252, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:34:29,265 - testrun_4365653a - [INFO] - [E:333| 800]: Train Loss:0.00034275, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:34:36,021 - testrun_4365653a - [INFO] - [Epoch:333]: Training Loss:0.0003427
2023-05-02 01:34:36,562 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 01:34:43,962 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 01:34:51,162 - testrun_4365653a - [INFO] - [Evaluating Epoch 333 valid]:
MRR: Tail : 0.44049, Head : 0.42043, Avg : 0.43046
2023-05-02 01:34:51,162 - testrun_4365653a - [INFO] - [Epoch 333]: Training Loss: 0.00034274, Valid MRR: 0.43481,
2023-05-02 01:34:52,028 - testrun_4365653a - [INFO] - [E:334| 0]: Train Loss:0.00034463, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:36:25,828 - testrun_4365653a - [INFO] - [E:334| 100]: Train Loss:0.00034208, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:37:59,525 - testrun_4365653a - [INFO] - [E:334| 200]: Train Loss:0.00034228, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:39:28,986 - testrun_4365653a - [INFO] - [E:334| 300]: Train Loss:0.00034226, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:41:06,887 - testrun_4365653a - [INFO] - [E:334| 400]: Train Loss:0.00034231, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:42:42,685 - testrun_4365653a - [INFO] - [E:334| 500]: Train Loss:0.00034235, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:44:16,974 - testrun_4365653a - [INFO] - [E:334| 600]: Train Loss:0.00034214, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:45:48,167 - testrun_4365653a - [INFO] - [E:334| 700]: Train Loss:0.0003421, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:47:21,644 - testrun_4365653a - [INFO] - [E:334| 800]: Train Loss:0.00034223, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:47:28,376 - testrun_4365653a - [INFO] - [Epoch:334]: Training Loss:0.0003422
2023-05-02 01:47:28,712 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 01:47:36,045 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 01:47:43,275 - testrun_4365653a - [INFO] - [Evaluating Epoch 334 valid]:
MRR: Tail : 0.44088, Head : 0.42055, Avg : 0.43072
2023-05-02 01:47:43,275 - testrun_4365653a - [INFO] - [Epoch 334]: Training Loss: 0.0003422, Valid MRR: 0.43481,
2023-05-02 01:47:44,244 - testrun_4365653a - [INFO] - [E:335| 0]: Train Loss:0.00033763, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:49:17,153 - testrun_4365653a - [INFO] - [E:335| 100]: Train Loss:0.00034252, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:50:52,159 - testrun_4365653a - [INFO] - [E:335| 200]: Train Loss:0.00034202, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:52:23,651 - testrun_4365653a - [INFO] - [E:335| 300]: Train Loss:0.00034193, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:53:56,572 - testrun_4365653a - [INFO] - [E:335| 400]: Train Loss:0.00034212, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:55:32,405 - testrun_4365653a - [INFO] - [E:335| 500]: Train Loss:0.00034204, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:57:04,750 - testrun_4365653a - [INFO] - [E:335| 600]: Train Loss:0.00034196, Val MRR:0.43481, testrun_4365653a
2023-05-02 01:58:35,463 - testrun_4365653a - [INFO] - [E:335| 700]: Train Loss:0.00034194, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:00:07,353 - testrun_4365653a - [INFO] - [E:335| 800]: Train Loss:0.00034188, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:00:14,239 - testrun_4365653a - [INFO] - [Epoch:335]: Training Loss:0.0003419
2023-05-02 02:00:14,819 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 02:00:22,236 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 02:00:29,374 - testrun_4365653a - [INFO] - [Evaluating Epoch 335 valid]:
MRR: Tail : 0.44137, Head : 0.42112, Avg : 0.43125
2023-05-02 02:00:29,374 - testrun_4365653a - [INFO] - [Epoch 335]: Training Loss: 0.00034188, Valid MRR: 0.43481,
2023-05-02 02:00:30,177 - testrun_4365653a - [INFO] - [E:336| 0]: Train Loss:0.00035011, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:02:02,153 - testrun_4365653a - [INFO] - [E:336| 100]: Train Loss:0.00034191, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:03:36,001 - testrun_4365653a - [INFO] - [E:336| 200]: Train Loss:0.00034135, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:05:13,515 - testrun_4365653a - [INFO] - [E:336| 300]: Train Loss:0.00034145, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:06:43,270 - testrun_4365653a - [INFO] - [E:336| 400]: Train Loss:0.00034143, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:08:24,681 - testrun_4365653a - [INFO] - [E:336| 500]: Train Loss:0.00034141, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:09:59,635 - testrun_4365653a - [INFO] - [E:336| 600]: Train Loss:0.00034155, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:11:35,373 - testrun_4365653a - [INFO] - [E:336| 700]: Train Loss:0.00034157, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:13:10,560 - testrun_4365653a - [INFO] - [E:336| 800]: Train Loss:0.00034157, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:13:17,598 - testrun_4365653a - [INFO] - [Epoch:336]: Training Loss:0.0003416
2023-05-02 02:13:17,951 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 02:13:25,751 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 02:13:34,143 - testrun_4365653a - [INFO] - [Evaluating Epoch 336 valid]:
MRR: Tail : 0.44088, Head : 0.42368, Avg : 0.43228
2023-05-02 02:13:34,143 - testrun_4365653a - [INFO] - [Epoch 336]: Training Loss: 0.00034158, Valid MRR: 0.43481,
2023-05-02 02:13:35,515 - testrun_4365653a - [INFO] - [E:337| 0]: Train Loss:0.0003403, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:15:13,364 - testrun_4365653a - [INFO] - [E:337| 100]: Train Loss:0.00034179, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:16:45,889 - testrun_4365653a - [INFO] - [E:337| 200]: Train Loss:0.0003417, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:18:22,091 - testrun_4365653a - [INFO] - [E:337| 300]: Train Loss:0.00034158, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:19:52,474 - testrun_4365653a - [INFO] - [E:337| 400]: Train Loss:0.00034133, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:21:26,804 - testrun_4365653a - [INFO] - [E:337| 500]: Train Loss:0.00034139, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:23:04,311 - testrun_4365653a - [INFO] - [E:337| 600]: Train Loss:0.00034157, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:24:36,151 - testrun_4365653a - [INFO] - [E:337| 700]: Train Loss:0.00034159, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:26:05,194 - testrun_4365653a - [INFO] - [E:337| 800]: Train Loss:0.0003417, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:26:12,119 - testrun_4365653a - [INFO] - [Epoch:337]: Training Loss:0.0003417
2023-05-02 02:26:12,502 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 02:26:19,925 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 02:26:27,400 - testrun_4365653a - [INFO] - [Evaluating Epoch 337 valid]:
MRR: Tail : 0.44115, Head : 0.42223, Avg : 0.43169
2023-05-02 02:26:27,400 - testrun_4365653a - [INFO] - [Epoch 337]: Training Loss: 0.00034171, Valid MRR: 0.43481,
2023-05-02 02:26:28,259 - testrun_4365653a - [INFO] - [E:338| 0]: Train Loss:0.00034035, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:28:03,034 - testrun_4365653a - [INFO] - [E:338| 100]: Train Loss:0.00034119, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:29:37,086 - testrun_4365653a - [INFO] - [E:338| 200]: Train Loss:0.00034143, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:31:07,466 - testrun_4365653a - [INFO] - [E:338| 300]: Train Loss:0.00034083, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:32:38,521 - testrun_4365653a - [INFO] - [E:338| 400]: Train Loss:0.00034104, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:34:11,223 - testrun_4365653a - [INFO] - [E:338| 500]: Train Loss:0.00034119, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:35:44,797 - testrun_4365653a - [INFO] - [E:338| 600]: Train Loss:0.00034135, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:37:18,473 - testrun_4365653a - [INFO] - [E:338| 700]: Train Loss:0.00034153, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:38:46,329 - testrun_4365653a - [INFO] - [E:338| 800]: Train Loss:0.00034159, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:38:53,371 - testrun_4365653a - [INFO] - [Epoch:338]: Training Loss:0.0003416
2023-05-02 02:38:53,717 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 02:39:01,486 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 02:39:08,889 - testrun_4365653a - [INFO] - [Evaluating Epoch 338 valid]:
MRR: Tail : 0.43982, Head : 0.42285, Avg : 0.43133
2023-05-02 02:39:08,889 - testrun_4365653a - [INFO] - [Epoch 338]: Training Loss: 0.00034158, Valid MRR: 0.43481,
2023-05-02 02:39:09,884 - testrun_4365653a - [INFO] - [E:339| 0]: Train Loss:0.00034734, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:40:43,252 - testrun_4365653a - [INFO] - [E:339| 100]: Train Loss:0.00034299, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:42:15,051 - testrun_4365653a - [INFO] - [E:339| 200]: Train Loss:0.00034183, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:43:49,096 - testrun_4365653a - [INFO] - [E:339| 300]: Train Loss:0.00034142, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:45:26,775 - testrun_4365653a - [INFO] - [E:339| 400]: Train Loss:0.00034188, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:46:59,328 - testrun_4365653a - [INFO] - [E:339| 500]: Train Loss:0.00034164, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:48:39,264 - testrun_4365653a - [INFO] - [E:339| 600]: Train Loss:0.00034168, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:50:13,989 - testrun_4365653a - [INFO] - [E:339| 700]: Train Loss:0.00034155, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:51:46,370 - testrun_4365653a - [INFO] - [E:339| 800]: Train Loss:0.00034153, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:51:54,448 - testrun_4365653a - [INFO] - [Epoch:339]: Training Loss:0.0003415
2023-05-02 02:51:54,834 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 02:52:02,266 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 02:52:09,486 - testrun_4365653a - [INFO] - [Evaluating Epoch 339 valid]:
MRR: Tail : 0.44172, Head : 0.42345, Avg : 0.43258
MR: Tail : 5926.5, Head : 5478.5, Avg : 5702.5
Hit-1: Tail : 0.41958, Head : 0.40178, Avg : 0.41068
Hit-3: Tail : 0.45023, Head : 0.4298, Avg : 0.44001
Hit-10: Tail : 0.47891, Head : 0.46572, Avg : 0.47231
2023-05-02 02:52:09,486 - testrun_4365653a - [INFO] - [Epoch 339]: Training Loss: 0.00034151, Valid MRR: 0.43481,
2023-05-02 02:52:10,413 - testrun_4365653a - [INFO] - [E:340| 0]: Train Loss:0.00034348, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:53:40,261 - testrun_4365653a - [INFO] - [E:340| 100]: Train Loss:0.0003421, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:55:11,892 - testrun_4365653a - [INFO] - [E:340| 200]: Train Loss:0.00034179, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:56:43,270 - testrun_4365653a - [INFO] - [E:340| 300]: Train Loss:0.00034105, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:58:13,986 - testrun_4365653a - [INFO] - [E:340| 400]: Train Loss:0.00034107, Val MRR:0.43481, testrun_4365653a
2023-05-02 02:59:45,800 - testrun_4365653a - [INFO] - [E:340| 500]: Train Loss:0.00034113, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:01:25,976 - testrun_4365653a - [INFO] - [E:340| 600]: Train Loss:0.00034135, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:02:59,152 - testrun_4365653a - [INFO] - [E:340| 700]: Train Loss:0.00034133, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:04:31,316 - testrun_4365653a - [INFO] - [E:340| 800]: Train Loss:0.00034135, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:04:39,641 - testrun_4365653a - [INFO] - [Epoch:340]: Training Loss:0.0003414
2023-05-02 03:04:39,967 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 03:04:47,179 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 03:04:53,990 - testrun_4365653a - [INFO] - [Evaluating Epoch 340 valid]:
MRR: Tail : 0.44145, Head : 0.4225, Avg : 0.43197
2023-05-02 03:04:53,990 - testrun_4365653a - [INFO] - [Epoch 340]: Training Loss: 0.00034137, Valid MRR: 0.43481,
2023-05-02 03:04:54,887 - testrun_4365653a - [INFO] - [E:341| 0]: Train Loss:0.00034556, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:06:30,138 - testrun_4365653a - [INFO] - [E:341| 100]: Train Loss:0.00034022, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:08:02,844 - testrun_4365653a - [INFO] - [E:341| 200]: Train Loss:0.00034136, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:09:37,408 - testrun_4365653a - [INFO] - [E:341| 300]: Train Loss:0.00034134, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:11:17,423 - testrun_4365653a - [INFO] - [E:341| 400]: Train Loss:0.00034111, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:12:50,193 - testrun_4365653a - [INFO] - [E:341| 500]: Train Loss:0.00034115, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:14:26,384 - testrun_4365653a - [INFO] - [E:341| 600]: Train Loss:0.00034115, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:15:56,310 - testrun_4365653a - [INFO] - [E:341| 700]: Train Loss:0.00034119, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:17:31,472 - testrun_4365653a - [INFO] - [E:341| 800]: Train Loss:0.00034123, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:17:38,622 - testrun_4365653a - [INFO] - [Epoch:341]: Training Loss:0.0003412
2023-05-02 03:17:38,902 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 03:17:46,413 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 03:17:53,462 - testrun_4365653a - [INFO] - [Evaluating Epoch 341 valid]:
MRR: Tail : 0.44054, Head : 0.42152, Avg : 0.43103
2023-05-02 03:17:53,462 - testrun_4365653a - [INFO] - [Epoch 341]: Training Loss: 0.00034124, Valid MRR: 0.43481,
2023-05-02 03:17:54,129 - testrun_4365653a - [INFO] - [E:342| 0]: Train Loss:0.00033874, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:19:24,880 - testrun_4365653a - [INFO] - [E:342| 100]: Train Loss:0.00033933, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:20:56,244 - testrun_4365653a - [INFO] - [E:342| 200]: Train Loss:0.00033999, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:22:29,227 - testrun_4365653a - [INFO] - [E:342| 300]: Train Loss:0.00034034, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:24:02,318 - testrun_4365653a - [INFO] - [E:342| 400]: Train Loss:0.00034073, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:25:29,705 - testrun_4365653a - [INFO] - [E:342| 500]: Train Loss:0.00034077, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:27:03,391 - testrun_4365653a - [INFO] - [E:342| 600]: Train Loss:0.00034099, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:28:32,737 - testrun_4365653a - [INFO] - [E:342| 700]: Train Loss:0.00034098, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:30:09,363 - testrun_4365653a - [INFO] - [E:342| 800]: Train Loss:0.00034115, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:30:16,149 - testrun_4365653a - [INFO] - [Epoch:342]: Training Loss:0.0003411
2023-05-02 03:30:16,449 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 03:30:23,927 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 03:30:31,867 - testrun_4365653a - [INFO] - [Evaluating Epoch 342 valid]:
MRR: Tail : 0.44243, Head : 0.42358, Avg : 0.43301
2023-05-02 03:30:31,868 - testrun_4365653a - [INFO] - [Epoch 342]: Training Loss: 0.00034112, Valid MRR: 0.43481,
2023-05-02 03:30:33,024 - testrun_4365653a - [INFO] - [E:343| 0]: Train Loss:0.00034193, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:32:15,223 - testrun_4365653a - [INFO] - [E:343| 100]: Train Loss:0.00034038, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:34:13,270 - testrun_4365653a - [INFO] - [E:343| 200]: Train Loss:0.00034079, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:35:44,664 - testrun_4365653a - [INFO] - [E:343| 300]: Train Loss:0.00034069, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:37:19,208 - testrun_4365653a - [INFO] - [E:343| 400]: Train Loss:0.00034078, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:38:50,223 - testrun_4365653a - [INFO] - [E:343| 500]: Train Loss:0.00034073, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:40:22,779 - testrun_4365653a - [INFO] - [E:343| 600]: Train Loss:0.00034105, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:41:57,572 - testrun_4365653a - [INFO] - [E:343| 700]: Train Loss:0.00034121, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:43:28,628 - testrun_4365653a - [INFO] - [E:343| 800]: Train Loss:0.00034126, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:43:35,684 - testrun_4365653a - [INFO] - [Epoch:343]: Training Loss:0.0003413
2023-05-02 03:43:36,060 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 03:43:44,354 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 03:43:51,491 - testrun_4365653a - [INFO] - [Evaluating Epoch 343 valid]:
MRR: Tail : 0.4421, Head : 0.42191, Avg : 0.43201
2023-05-02 03:43:51,492 - testrun_4365653a - [INFO] - [Epoch 343]: Training Loss: 0.00034126, Valid MRR: 0.43481,
2023-05-02 03:43:52,278 - testrun_4365653a - [INFO] - [E:344| 0]: Train Loss:0.00034579, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:45:29,999 - testrun_4365653a - [INFO] - [E:344| 100]: Train Loss:0.00034007, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:47:00,340 - testrun_4365653a - [INFO] - [E:344| 200]: Train Loss:0.00034043, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:48:33,424 - testrun_4365653a - [INFO] - [E:344| 300]: Train Loss:0.00034063, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:50:04,531 - testrun_4365653a - [INFO] - [E:344| 400]: Train Loss:0.00034071, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:51:40,848 - testrun_4365653a - [INFO] - [E:344| 500]: Train Loss:0.0003406, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:53:16,006 - testrun_4365653a - [INFO] - [E:344| 600]: Train Loss:0.0003406, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:54:47,653 - testrun_4365653a - [INFO] - [E:344| 700]: Train Loss:0.00034069, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:56:20,741 - testrun_4365653a - [INFO] - [E:344| 800]: Train Loss:0.00034086, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:56:28,065 - testrun_4365653a - [INFO] - [Epoch:344]: Training Loss:0.0003409
2023-05-02 03:56:28,503 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 03:56:36,218 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 03:56:43,402 - testrun_4365653a - [INFO] - [Evaluating Epoch 344 valid]:
MRR: Tail : 0.44069, Head : 0.42165, Avg : 0.43117
2023-05-02 03:56:43,402 - testrun_4365653a - [INFO] - [Epoch 344]: Training Loss: 0.00034085, Valid MRR: 0.43481,
2023-05-02 03:56:44,316 - testrun_4365653a - [INFO] - [E:345| 0]: Train Loss:0.00034203, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:58:13,990 - testrun_4365653a - [INFO] - [E:345| 100]: Train Loss:0.00034112, Val MRR:0.43481, testrun_4365653a
2023-05-02 03:59:48,617 - testrun_4365653a - [INFO] - [E:345| 200]: Train Loss:0.00034103, Val MRR:0.43481, testrun_4365653a
2023-05-02 04:01:23,305 - testrun_4365653a - [INFO] - [E:345| 300]: Train Loss:0.00034118, Val MRR:0.43481, testrun_4365653a
2023-05-02 04:02:55,361 - testrun_4365653a - [INFO] - [E:345| 400]: Train Loss:0.00034106, Val MRR:0.43481, testrun_4365653a
2023-05-02 04:04:27,823 - testrun_4365653a - [INFO] - [E:345| 500]: Train Loss:0.00034102, Val MRR:0.43481, testrun_4365653a
2023-05-02 04:05:57,327 - testrun_4365653a - [INFO] - [E:345| 600]: Train Loss:0.00034088, Val MRR:0.43481, testrun_4365653a
2023-05-02 04:07:30,543 - testrun_4365653a - [INFO] - [E:345| 700]: Train Loss:0.00034082, Val MRR:0.43481, testrun_4365653a
2023-05-02 04:08:59,956 - testrun_4365653a - [INFO] - [E:345| 800]: Train Loss:0.00034079, Val MRR:0.43481, testrun_4365653a
2023-05-02 04:09:09,179 - testrun_4365653a - [INFO] - [Epoch:345]: Training Loss:0.0003408
2023-05-02 04:09:09,506 - testrun_4365653a - [INFO] - [Valid, Tail_Batch Step 0] testrun_4365653a
2023-05-02 04:09:17,851 - testrun_4365653a - [INFO] - [Valid, Head_Batch Step 0] testrun_4365653a
2023-05-02 04:09:25,524 - testrun_4365653a - [INFO] - [Evaluating Epoch 345 valid]:
MRR: Tail : 0.43963, Head : 0.42215, Avg : 0.43089
2023-05-02 04:09:25,524 - testrun_4365653a - [INFO] - [Epoch 345]: Training Loss: 0.00034077, Valid MRR: 0.43481,
2023-05-02 04:09:26,404 - testrun_4365653a - [INFO] - [E:346| 0]: Train Loss:0.00034738, Val MRR:0.43481, testrun_4365653a
2023-05-02 04:10:58,765 - testrun_4365653a - [INFO] - [E:346| 100]: Train Loss:0.00034058, Val MRR:0.43481, testrun_4365653a
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