4065 lines
358 KiB
Plaintext
4065 lines
358 KiB
Plaintext
2023-04-25 12:56:56,204 - testrun_c9ec8d9c - [INFO] - {'dataset': 'FB15k-237', 'name': 'testrun_c9ec8d9c', 'gpu': '0', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 200, 'rel_vec_dim': 200, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, '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/'}
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2023-04-25 12:57:05,612 - testrun_c9ec8d9c - [INFO] - [E:0| 0]: Train Loss:0.69686, Val MRR:0.0, testrun_c9ec8d9c
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2023-04-25 12:58:09,277 - testrun_c9ec8d9c - [INFO] - [E:0| 100]: Train Loss:0.36734, Val MRR:0.0, testrun_c9ec8d9c
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2023-04-25 12:59:13,048 - testrun_c9ec8d9c - [INFO] - [E:0| 200]: Train Loss:0.24054, Val MRR:0.0, testrun_c9ec8d9c
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2023-04-25 13:00:16,917 - testrun_c9ec8d9c - [INFO] - [E:0| 300]: Train Loss:0.17863, Val MRR:0.0, testrun_c9ec8d9c
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2023-04-25 13:01:20,768 - testrun_c9ec8d9c - [INFO] - [E:0| 400]: Train Loss:0.14224, Val MRR:0.0, testrun_c9ec8d9c
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2023-04-25 13:02:24,674 - testrun_c9ec8d9c - [INFO] - [E:0| 500]: Train Loss:0.11833, Val MRR:0.0, testrun_c9ec8d9c
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2023-04-25 13:03:28,638 - testrun_c9ec8d9c - [INFO] - [E:0| 600]: Train Loss:0.1014, Val MRR:0.0, testrun_c9ec8d9c
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2023-04-25 13:04:32,612 - testrun_c9ec8d9c - [INFO] - [E:0| 700]: Train Loss:0.088776, Val MRR:0.0, testrun_c9ec8d9c
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2023-04-25 13:05:36,581 - testrun_c9ec8d9c - [INFO] - [E:0| 800]: Train Loss:0.079024, Val MRR:0.0, testrun_c9ec8d9c
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2023-04-25 13:06:40,542 - testrun_c9ec8d9c - [INFO] - [E:0| 900]: Train Loss:0.071231, Val MRR:0.0, testrun_c9ec8d9c
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2023-04-25 13:07:44,513 - testrun_c9ec8d9c - [INFO] - [E:0| 1000]: Train Loss:0.064873, Val MRR:0.0, testrun_c9ec8d9c
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2023-04-25 13:08:48,437 - testrun_c9ec8d9c - [INFO] - [E:0| 1100]: Train Loss:0.059588, Val MRR:0.0, testrun_c9ec8d9c
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2023-04-25 13:09:32,218 - testrun_c9ec8d9c - [INFO] - [Epoch:0]: Training Loss:0.05644
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2023-04-25 13:09:32,441 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 13:09:54,400 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 13:10:02,557 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 13:10:27,241 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 13:10:36,113 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 0 valid]:
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MRR: Tail : 0.054, Head : 0.00738, Avg : 0.03069
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2023-04-25 13:10:37,081 - testrun_c9ec8d9c - [INFO] - [Epoch 0]: Training Loss: 0.056436, Valid MRR: 0.03069,
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2023-04-25 13:10:37,734 - testrun_c9ec8d9c - [INFO] - [E:1| 0]: Train Loss:0.0053301, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:11:41,573 - testrun_c9ec8d9c - [INFO] - [E:1| 100]: Train Loss:0.0055575, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:12:45,415 - testrun_c9ec8d9c - [INFO] - [E:1| 200]: Train Loss:0.0053445, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:13:49,260 - testrun_c9ec8d9c - [INFO] - [E:1| 300]: Train Loss:0.0051179, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:14:53,102 - testrun_c9ec8d9c - [INFO] - [E:1| 400]: Train Loss:0.0049161, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:15:56,951 - testrun_c9ec8d9c - [INFO] - [E:1| 500]: Train Loss:0.0047365, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:17:00,794 - testrun_c9ec8d9c - [INFO] - [E:1| 600]: Train Loss:0.0046064, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:18:04,628 - testrun_c9ec8d9c - [INFO] - [E:1| 700]: Train Loss:0.0044817, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:19:08,534 - testrun_c9ec8d9c - [INFO] - [E:1| 800]: Train Loss:0.0043691, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:20:12,461 - testrun_c9ec8d9c - [INFO] - [E:1| 900]: Train Loss:0.0042653, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:21:16,361 - testrun_c9ec8d9c - [INFO] - [E:1| 1000]: Train Loss:0.0041688, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:22:20,292 - testrun_c9ec8d9c - [INFO] - [E:1| 1100]: Train Loss:0.0040816, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:23:04,063 - testrun_c9ec8d9c - [INFO] - [Epoch:1]: Training Loss:0.004019
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2023-04-25 13:23:04,284 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 13:23:26,246 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 13:23:34,424 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 13:23:59,091 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 13:24:07,963 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 1 valid]:
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MRR: Tail : 0.05338, Head : 0.0076, Avg : 0.03049
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2023-04-25 13:24:07,964 - testrun_c9ec8d9c - [INFO] - [Epoch 1]: Training Loss: 0.0040186, Valid MRR: 0.03069,
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2023-04-25 13:24:08,616 - testrun_c9ec8d9c - [INFO] - [E:2| 0]: Train Loss:0.0039431, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:25:12,511 - testrun_c9ec8d9c - [INFO] - [E:2| 100]: Train Loss:0.0029845, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:26:16,429 - testrun_c9ec8d9c - [INFO] - [E:2| 200]: Train Loss:0.0029517, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:27:20,320 - testrun_c9ec8d9c - [INFO] - [E:2| 300]: Train Loss:0.0029364, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:28:24,212 - testrun_c9ec8d9c - [INFO] - [E:2| 400]: Train Loss:0.0028895, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:29:28,104 - testrun_c9ec8d9c - [INFO] - [E:2| 500]: Train Loss:0.0028952, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:30:32,007 - testrun_c9ec8d9c - [INFO] - [E:2| 600]: Train Loss:0.0028807, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:31:35,923 - testrun_c9ec8d9c - [INFO] - [E:2| 700]: Train Loss:0.0028529, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:32:39,821 - testrun_c9ec8d9c - [INFO] - [E:2| 800]: Train Loss:0.0028368, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:33:43,732 - testrun_c9ec8d9c - [INFO] - [E:2| 900]: Train Loss:0.0028126, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:34:47,681 - testrun_c9ec8d9c - [INFO] - [E:2| 1000]: Train Loss:0.0027992, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:35:51,621 - testrun_c9ec8d9c - [INFO] - [E:2| 1100]: Train Loss:0.0027768, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:36:35,422 - testrun_c9ec8d9c - [INFO] - [Epoch:2]: Training Loss:0.002764
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2023-04-25 13:36:35,645 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 13:36:57,633 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 13:37:05,805 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 13:37:30,463 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 13:37:39,398 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 2 valid]:
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MRR: Tail : 0.05301, Head : 0.00756, Avg : 0.03029
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2023-04-25 13:37:39,398 - testrun_c9ec8d9c - [INFO] - [Epoch 2]: Training Loss: 0.0027644, Valid MRR: 0.03069,
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2023-04-25 13:37:40,048 - testrun_c9ec8d9c - [INFO] - [E:3| 0]: Train Loss:0.0021218, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:38:43,979 - testrun_c9ec8d9c - [INFO] - [E:3| 100]: Train Loss:0.0025686, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:39:47,893 - testrun_c9ec8d9c - [INFO] - [E:3| 200]: Train Loss:0.0025271, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:40:51,786 - testrun_c9ec8d9c - [INFO] - [E:3| 300]: Train Loss:0.0025171, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:41:55,696 - testrun_c9ec8d9c - [INFO] - [E:3| 400]: Train Loss:0.0025341, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:42:59,592 - testrun_c9ec8d9c - [INFO] - [E:3| 500]: Train Loss:0.0025268, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:44:03,410 - testrun_c9ec8d9c - [INFO] - [E:3| 600]: Train Loss:0.0025115, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:45:07,239 - testrun_c9ec8d9c - [INFO] - [E:3| 700]: Train Loss:0.0025041, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:46:11,079 - testrun_c9ec8d9c - [INFO] - [E:3| 800]: Train Loss:0.0025069, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:47:14,912 - testrun_c9ec8d9c - [INFO] - [E:3| 900]: Train Loss:0.0025119, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:48:18,742 - testrun_c9ec8d9c - [INFO] - [E:3| 1000]: Train Loss:0.0025013, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:49:22,624 - testrun_c9ec8d9c - [INFO] - [E:3| 1100]: Train Loss:0.0024912, Val MRR:0.03069, testrun_c9ec8d9c
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2023-04-25 13:50:06,374 - testrun_c9ec8d9c - [INFO] - [Epoch:3]: Training Loss:0.002487
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2023-04-25 13:50:06,597 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 13:50:28,566 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 13:50:36,733 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 13:51:01,433 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 13:51:10,319 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 3 valid]:
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MRR: Tail : 0.05486, Head : 0.00751, Avg : 0.03119
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2023-04-25 13:51:11,410 - testrun_c9ec8d9c - [INFO] - [Epoch 3]: Training Loss: 0.0024874, Valid MRR: 0.03119,
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2023-04-25 13:51:12,071 - testrun_c9ec8d9c - [INFO] - [E:4| 0]: Train Loss:0.0020125, Val MRR:0.03119, testrun_c9ec8d9c
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2023-04-25 13:52:15,970 - testrun_c9ec8d9c - [INFO] - [E:4| 100]: Train Loss:0.0024092, Val MRR:0.03119, testrun_c9ec8d9c
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2023-04-25 13:53:19,870 - testrun_c9ec8d9c - [INFO] - [E:4| 200]: Train Loss:0.0024112, Val MRR:0.03119, testrun_c9ec8d9c
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2023-04-25 13:54:23,762 - testrun_c9ec8d9c - [INFO] - [E:4| 300]: Train Loss:0.0023841, Val MRR:0.03119, testrun_c9ec8d9c
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2023-04-25 13:55:27,664 - testrun_c9ec8d9c - [INFO] - [E:4| 400]: Train Loss:0.0023806, Val MRR:0.03119, testrun_c9ec8d9c
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2023-04-25 13:56:31,547 - testrun_c9ec8d9c - [INFO] - [E:4| 500]: Train Loss:0.002391, Val MRR:0.03119, testrun_c9ec8d9c
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2023-04-25 13:57:35,454 - testrun_c9ec8d9c - [INFO] - [E:4| 600]: Train Loss:0.002389, Val MRR:0.03119, testrun_c9ec8d9c
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2023-04-25 13:58:39,350 - testrun_c9ec8d9c - [INFO] - [E:4| 700]: Train Loss:0.0023905, Val MRR:0.03119, testrun_c9ec8d9c
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2023-04-25 13:59:43,235 - testrun_c9ec8d9c - [INFO] - [E:4| 800]: Train Loss:0.0023946, Val MRR:0.03119, testrun_c9ec8d9c
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2023-04-25 14:00:47,109 - testrun_c9ec8d9c - [INFO] - [E:4| 900]: Train Loss:0.0023899, Val MRR:0.03119, testrun_c9ec8d9c
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2023-04-25 14:01:50,997 - testrun_c9ec8d9c - [INFO] - [E:4| 1000]: Train Loss:0.0024003, Val MRR:0.03119, testrun_c9ec8d9c
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2023-04-25 14:02:54,899 - testrun_c9ec8d9c - [INFO] - [E:4| 1100]: Train Loss:0.002408, Val MRR:0.03119, testrun_c9ec8d9c
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2023-04-25 14:03:38,662 - testrun_c9ec8d9c - [INFO] - [Epoch:4]: Training Loss:0.002401
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2023-04-25 14:03:38,884 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 14:04:00,849 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 14:04:09,018 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 14:04:33,714 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 14:04:42,600 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 4 valid]:
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MRR: Tail : 0.05712, Head : 0.00799, Avg : 0.03256
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2023-04-25 14:04:43,653 - testrun_c9ec8d9c - [INFO] - [Epoch 4]: Training Loss: 0.0024012, Valid MRR: 0.03256,
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2023-04-25 14:04:44,312 - testrun_c9ec8d9c - [INFO] - [E:5| 0]: Train Loss:0.0094139, Val MRR:0.03256, testrun_c9ec8d9c
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2023-04-25 14:05:48,192 - testrun_c9ec8d9c - [INFO] - [E:5| 100]: Train Loss:0.0024533, Val MRR:0.03256, testrun_c9ec8d9c
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2023-04-25 14:06:52,081 - testrun_c9ec8d9c - [INFO] - [E:5| 200]: Train Loss:0.0024147, Val MRR:0.03256, testrun_c9ec8d9c
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2023-04-25 14:07:55,980 - testrun_c9ec8d9c - [INFO] - [E:5| 300]: Train Loss:0.0024092, Val MRR:0.03256, testrun_c9ec8d9c
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2023-04-25 14:08:59,876 - testrun_c9ec8d9c - [INFO] - [E:5| 400]: Train Loss:0.0024048, Val MRR:0.03256, testrun_c9ec8d9c
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2023-04-25 14:10:03,776 - testrun_c9ec8d9c - [INFO] - [E:5| 500]: Train Loss:0.0023901, Val MRR:0.03256, testrun_c9ec8d9c
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2023-04-25 14:11:07,671 - testrun_c9ec8d9c - [INFO] - [E:5| 600]: Train Loss:0.002371, Val MRR:0.03256, testrun_c9ec8d9c
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2023-04-25 14:12:11,569 - testrun_c9ec8d9c - [INFO] - [E:5| 700]: Train Loss:0.0023589, Val MRR:0.03256, testrun_c9ec8d9c
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2023-04-25 14:13:15,475 - testrun_c9ec8d9c - [INFO] - [E:5| 800]: Train Loss:0.0023732, Val MRR:0.03256, testrun_c9ec8d9c
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2023-04-25 14:14:19,349 - testrun_c9ec8d9c - [INFO] - [E:5| 900]: Train Loss:0.0023704, Val MRR:0.03256, testrun_c9ec8d9c
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2023-04-25 14:15:23,246 - testrun_c9ec8d9c - [INFO] - [E:5| 1000]: Train Loss:0.0023805, Val MRR:0.03256, testrun_c9ec8d9c
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2023-04-25 14:16:27,161 - testrun_c9ec8d9c - [INFO] - [E:5| 1100]: Train Loss:0.0023797, Val MRR:0.03256, testrun_c9ec8d9c
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2023-04-25 14:17:10,937 - testrun_c9ec8d9c - [INFO] - [Epoch:5]: Training Loss:0.002373
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2023-04-25 14:17:11,160 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 14:17:33,122 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 14:17:41,291 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 14:18:05,919 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 14:18:14,853 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 5 valid]:
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MRR: Tail : 0.06483, Head : 0.0089, Avg : 0.03686
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2023-04-25 14:18:15,890 - testrun_c9ec8d9c - [INFO] - [Epoch 5]: Training Loss: 0.0023729, Valid MRR: 0.03686,
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2023-04-25 14:18:16,549 - testrun_c9ec8d9c - [INFO] - [E:6| 0]: Train Loss:0.0040228, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:19:20,457 - testrun_c9ec8d9c - [INFO] - [E:6| 100]: Train Loss:0.0023369, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:20:24,346 - testrun_c9ec8d9c - [INFO] - [E:6| 200]: Train Loss:0.0023337, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:21:28,223 - testrun_c9ec8d9c - [INFO] - [E:6| 300]: Train Loss:0.002373, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:22:32,074 - testrun_c9ec8d9c - [INFO] - [E:6| 400]: Train Loss:0.0023648, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:23:35,923 - testrun_c9ec8d9c - [INFO] - [E:6| 500]: Train Loss:0.0023811, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:24:39,786 - testrun_c9ec8d9c - [INFO] - [E:6| 600]: Train Loss:0.0023939, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:25:43,629 - testrun_c9ec8d9c - [INFO] - [E:6| 700]: Train Loss:0.0023886, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:26:47,472 - testrun_c9ec8d9c - [INFO] - [E:6| 800]: Train Loss:0.0023783, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:27:51,315 - testrun_c9ec8d9c - [INFO] - [E:6| 900]: Train Loss:0.0023706, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:28:55,173 - testrun_c9ec8d9c - [INFO] - [E:6| 1000]: Train Loss:0.002365, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:29:59,047 - testrun_c9ec8d9c - [INFO] - [E:6| 1100]: Train Loss:0.0023665, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:30:42,780 - testrun_c9ec8d9c - [INFO] - [Epoch:6]: Training Loss:0.002362
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2023-04-25 14:30:43,002 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 14:31:04,972 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 14:31:13,125 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 14:31:37,750 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 14:31:46,658 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 6 valid]:
|
|
MRR: Tail : 0.06276, Head : 0.00873, Avg : 0.03575
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2023-04-25 14:31:46,658 - testrun_c9ec8d9c - [INFO] - [Epoch 6]: Training Loss: 0.0023621, Valid MRR: 0.03686,
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2023-04-25 14:31:47,306 - testrun_c9ec8d9c - [INFO] - [E:7| 0]: Train Loss:0.0019185, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:32:51,198 - testrun_c9ec8d9c - [INFO] - [E:7| 100]: Train Loss:0.0023313, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:33:55,114 - testrun_c9ec8d9c - [INFO] - [E:7| 200]: Train Loss:0.0023145, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:34:59,043 - testrun_c9ec8d9c - [INFO] - [E:7| 300]: Train Loss:0.0023535, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:36:02,960 - testrun_c9ec8d9c - [INFO] - [E:7| 400]: Train Loss:0.0023426, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:37:06,886 - testrun_c9ec8d9c - [INFO] - [E:7| 500]: Train Loss:0.0023243, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:38:10,826 - testrun_c9ec8d9c - [INFO] - [E:7| 600]: Train Loss:0.0023267, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:39:14,743 - testrun_c9ec8d9c - [INFO] - [E:7| 700]: Train Loss:0.0023254, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:40:18,676 - testrun_c9ec8d9c - [INFO] - [E:7| 800]: Train Loss:0.0023336, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:41:22,554 - testrun_c9ec8d9c - [INFO] - [E:7| 900]: Train Loss:0.0023373, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:42:26,450 - testrun_c9ec8d9c - [INFO] - [E:7| 1000]: Train Loss:0.0023541, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:43:30,328 - testrun_c9ec8d9c - [INFO] - [E:7| 1100]: Train Loss:0.0023449, Val MRR:0.03686, testrun_c9ec8d9c
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2023-04-25 14:44:14,081 - testrun_c9ec8d9c - [INFO] - [Epoch:7]: Training Loss:0.002344
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2023-04-25 14:44:14,305 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 14:44:36,266 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 14:44:44,427 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 14:45:09,075 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 14:45:17,966 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 7 valid]:
|
|
MRR: Tail : 0.07634, Head : 0.00975, Avg : 0.04304
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2023-04-25 14:45:19,002 - testrun_c9ec8d9c - [INFO] - [Epoch 7]: Training Loss: 0.0023439, Valid MRR: 0.04304,
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2023-04-25 14:45:19,656 - testrun_c9ec8d9c - [INFO] - [E:8| 0]: Train Loss:0.0019804, Val MRR:0.04304, testrun_c9ec8d9c
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2023-04-25 14:46:23,523 - testrun_c9ec8d9c - [INFO] - [E:8| 100]: Train Loss:0.0024171, Val MRR:0.04304, testrun_c9ec8d9c
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2023-04-25 14:47:27,384 - testrun_c9ec8d9c - [INFO] - [E:8| 200]: Train Loss:0.0023777, Val MRR:0.04304, testrun_c9ec8d9c
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2023-04-25 14:48:31,264 - testrun_c9ec8d9c - [INFO] - [E:8| 300]: Train Loss:0.0023679, Val MRR:0.04304, testrun_c9ec8d9c
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2023-04-25 14:49:35,134 - testrun_c9ec8d9c - [INFO] - [E:8| 400]: Train Loss:0.0023577, Val MRR:0.04304, testrun_c9ec8d9c
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2023-04-25 14:50:38,990 - testrun_c9ec8d9c - [INFO] - [E:8| 500]: Train Loss:0.0023626, Val MRR:0.04304, testrun_c9ec8d9c
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2023-04-25 14:51:42,836 - testrun_c9ec8d9c - [INFO] - [E:8| 600]: Train Loss:0.002363, Val MRR:0.04304, testrun_c9ec8d9c
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2023-04-25 14:52:46,715 - testrun_c9ec8d9c - [INFO] - [E:8| 700]: Train Loss:0.0023478, Val MRR:0.04304, testrun_c9ec8d9c
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2023-04-25 14:53:50,603 - testrun_c9ec8d9c - [INFO] - [E:8| 800]: Train Loss:0.0023357, Val MRR:0.04304, testrun_c9ec8d9c
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2023-04-25 14:54:54,487 - testrun_c9ec8d9c - [INFO] - [E:8| 900]: Train Loss:0.0023268, Val MRR:0.04304, testrun_c9ec8d9c
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2023-04-25 14:55:58,417 - testrun_c9ec8d9c - [INFO] - [E:8| 1000]: Train Loss:0.0023264, Val MRR:0.04304, testrun_c9ec8d9c
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2023-04-25 14:57:02,392 - testrun_c9ec8d9c - [INFO] - [E:8| 1100]: Train Loss:0.0023238, Val MRR:0.04304, testrun_c9ec8d9c
|
|
2023-04-25 14:57:46,194 - testrun_c9ec8d9c - [INFO] - [Epoch:8]: Training Loss:0.00232
|
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|
2023-04-25 14:57:46,417 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 14:58:08,447 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 14:58:16,616 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 14:58:41,402 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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|
2023-04-25 14:58:50,282 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 8 valid]:
|
|
MRR: Tail : 0.07505, Head : 0.00903, Avg : 0.04204
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|
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2023-04-25 14:58:50,282 - testrun_c9ec8d9c - [INFO] - [Epoch 8]: Training Loss: 0.0023202, Valid MRR: 0.04304,
|
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|
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2023-04-25 14:58:50,929 - testrun_c9ec8d9c - [INFO] - [E:9| 0]: Train Loss:0.0019198, Val MRR:0.04304, testrun_c9ec8d9c
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2023-04-25 14:59:54,860 - testrun_c9ec8d9c - [INFO] - [E:9| 100]: Train Loss:0.0023198, Val MRR:0.04304, testrun_c9ec8d9c
|
|
2023-04-25 15:00:58,838 - testrun_c9ec8d9c - [INFO] - [E:9| 200]: Train Loss:0.002308, Val MRR:0.04304, testrun_c9ec8d9c
|
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2023-04-25 15:02:02,855 - testrun_c9ec8d9c - [INFO] - [E:9| 300]: Train Loss:0.0022921, Val MRR:0.04304, testrun_c9ec8d9c
|
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2023-04-25 15:03:06,867 - testrun_c9ec8d9c - [INFO] - [E:9| 400]: Train Loss:0.0022761, Val MRR:0.04304, testrun_c9ec8d9c
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2023-04-25 15:04:10,924 - testrun_c9ec8d9c - [INFO] - [E:9| 500]: Train Loss:0.00227, Val MRR:0.04304, testrun_c9ec8d9c
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2023-04-25 15:05:14,937 - testrun_c9ec8d9c - [INFO] - [E:9| 600]: Train Loss:0.0022641, Val MRR:0.04304, testrun_c9ec8d9c
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|
2023-04-25 15:06:19,028 - testrun_c9ec8d9c - [INFO] - [E:9| 700]: Train Loss:0.0022644, Val MRR:0.04304, testrun_c9ec8d9c
|
|
2023-04-25 15:07:23,041 - testrun_c9ec8d9c - [INFO] - [E:9| 800]: Train Loss:0.002249, Val MRR:0.04304, testrun_c9ec8d9c
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2023-04-25 15:08:27,012 - testrun_c9ec8d9c - [INFO] - [E:9| 900]: Train Loss:0.0022462, Val MRR:0.04304, testrun_c9ec8d9c
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2023-04-25 15:09:30,979 - testrun_c9ec8d9c - [INFO] - [E:9| 1000]: Train Loss:0.0022499, Val MRR:0.04304, testrun_c9ec8d9c
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2023-04-25 15:10:34,959 - testrun_c9ec8d9c - [INFO] - [E:9| 1100]: Train Loss:0.0022516, Val MRR:0.04304, testrun_c9ec8d9c
|
|
2023-04-25 15:11:18,804 - testrun_c9ec8d9c - [INFO] - [Epoch:9]: Training Loss:0.002259
|
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|
|
2023-04-25 15:11:19,029 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 15:11:41,068 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 15:11:49,253 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 15:12:13,985 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 15:12:22,920 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 9 valid]:
|
|
MRR: Tail : 0.12483, Head : 0.01529, Avg : 0.07006
|
|
MR: Tail : 1568.0, Head : 2885.0, Avg : 2226.5
|
|
Hit-1: Tail : 0.06986, Head : 0.00713, Avg : 0.03849
|
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Hit-3: Tail : 0.15181, Head : 0.01454, Avg : 0.08318
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Hit-10: Tail : 0.24425, Head : 0.02247, Avg : 0.13336
|
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2023-04-25 15:12:23,977 - testrun_c9ec8d9c - [INFO] - [Epoch 9]: Training Loss: 0.0022585, Valid MRR: 0.07006,
|
|
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|
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2023-04-25 15:12:24,629 - testrun_c9ec8d9c - [INFO] - [E:10| 0]: Train Loss:0.0017038, Val MRR:0.07006, testrun_c9ec8d9c
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2023-04-25 15:13:28,655 - testrun_c9ec8d9c - [INFO] - [E:10| 100]: Train Loss:0.0022286, Val MRR:0.07006, testrun_c9ec8d9c
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2023-04-25 15:14:32,722 - testrun_c9ec8d9c - [INFO] - [E:10| 200]: Train Loss:0.0021948, Val MRR:0.07006, testrun_c9ec8d9c
|
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2023-04-25 15:15:36,790 - testrun_c9ec8d9c - [INFO] - [E:10| 300]: Train Loss:0.0022135, Val MRR:0.07006, testrun_c9ec8d9c
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2023-04-25 15:16:40,889 - testrun_c9ec8d9c - [INFO] - [E:10| 400]: Train Loss:0.0021933, Val MRR:0.07006, testrun_c9ec8d9c
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2023-04-25 15:17:44,953 - testrun_c9ec8d9c - [INFO] - [E:10| 500]: Train Loss:0.0021951, Val MRR:0.07006, testrun_c9ec8d9c
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|
2023-04-25 15:18:48,994 - testrun_c9ec8d9c - [INFO] - [E:10| 600]: Train Loss:0.0021984, Val MRR:0.07006, testrun_c9ec8d9c
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2023-04-25 15:19:53,049 - testrun_c9ec8d9c - [INFO] - [E:10| 700]: Train Loss:0.002203, Val MRR:0.07006, testrun_c9ec8d9c
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2023-04-25 15:20:57,115 - testrun_c9ec8d9c - [INFO] - [E:10| 800]: Train Loss:0.0021905, Val MRR:0.07006, testrun_c9ec8d9c
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2023-04-25 15:22:01,173 - testrun_c9ec8d9c - [INFO] - [E:10| 900]: Train Loss:0.0021954, Val MRR:0.07006, testrun_c9ec8d9c
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2023-04-25 15:23:05,218 - testrun_c9ec8d9c - [INFO] - [E:10| 1000]: Train Loss:0.0021947, Val MRR:0.07006, testrun_c9ec8d9c
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2023-04-25 15:24:09,268 - testrun_c9ec8d9c - [INFO] - [E:10| 1100]: Train Loss:0.0021962, Val MRR:0.07006, testrun_c9ec8d9c
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2023-04-25 15:24:53,155 - testrun_c9ec8d9c - [INFO] - [Epoch:10]: Training Loss:0.002192
|
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|
2023-04-25 15:24:53,379 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 15:25:15,406 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-25 15:25:23,601 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 15:25:48,297 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 15:25:57,238 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 10 valid]:
|
|
MRR: Tail : 0.15844, Head : 0.01892, Avg : 0.08868
|
|
|
|
2023-04-25 15:25:58,271 - testrun_c9ec8d9c - [INFO] - [Epoch 10]: Training Loss: 0.0021924, Valid MRR: 0.08868,
|
|
|
|
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2023-04-25 15:25:58,929 - testrun_c9ec8d9c - [INFO] - [E:11| 0]: Train Loss:0.0020929, Val MRR:0.08868, testrun_c9ec8d9c
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|
2023-04-25 15:27:03,024 - testrun_c9ec8d9c - [INFO] - [E:11| 100]: Train Loss:0.0022234, Val MRR:0.08868, testrun_c9ec8d9c
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|
2023-04-25 15:28:07,048 - testrun_c9ec8d9c - [INFO] - [E:11| 200]: Train Loss:0.0021663, Val MRR:0.08868, testrun_c9ec8d9c
|
|
2023-04-25 15:29:11,093 - testrun_c9ec8d9c - [INFO] - [E:11| 300]: Train Loss:0.0021485, Val MRR:0.08868, testrun_c9ec8d9c
|
|
2023-04-25 15:30:15,134 - testrun_c9ec8d9c - [INFO] - [E:11| 400]: Train Loss:0.0021652, Val MRR:0.08868, testrun_c9ec8d9c
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|
2023-04-25 15:31:19,226 - testrun_c9ec8d9c - [INFO] - [E:11| 500]: Train Loss:0.0021679, Val MRR:0.08868, testrun_c9ec8d9c
|
|
2023-04-25 15:32:23,257 - testrun_c9ec8d9c - [INFO] - [E:11| 600]: Train Loss:0.0021562, Val MRR:0.08868, testrun_c9ec8d9c
|
|
2023-04-25 15:33:27,338 - testrun_c9ec8d9c - [INFO] - [E:11| 700]: Train Loss:0.0021379, Val MRR:0.08868, testrun_c9ec8d9c
|
|
2023-04-25 15:34:31,393 - testrun_c9ec8d9c - [INFO] - [E:11| 800]: Train Loss:0.0021456, Val MRR:0.08868, testrun_c9ec8d9c
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|
2023-04-25 15:35:35,464 - testrun_c9ec8d9c - [INFO] - [E:11| 900]: Train Loss:0.0021395, Val MRR:0.08868, testrun_c9ec8d9c
|
|
2023-04-25 15:36:39,515 - testrun_c9ec8d9c - [INFO] - [E:11| 1000]: Train Loss:0.0021346, Val MRR:0.08868, testrun_c9ec8d9c
|
|
2023-04-25 15:37:43,607 - testrun_c9ec8d9c - [INFO] - [E:11| 1100]: Train Loss:0.0021335, Val MRR:0.08868, testrun_c9ec8d9c
|
|
2023-04-25 15:38:27,513 - testrun_c9ec8d9c - [INFO] - [Epoch:11]: Training Loss:0.002132
|
|
|
|
2023-04-25 15:38:27,737 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
|
2023-04-25 15:38:49,773 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 15:38:57,962 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
|
2023-04-25 15:39:22,746 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 15:39:31,650 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 11 valid]:
|
|
MRR: Tail : 0.17809, Head : 0.02105, Avg : 0.09957
|
|
|
|
2023-04-25 15:39:32,703 - testrun_c9ec8d9c - [INFO] - [Epoch 11]: Training Loss: 0.0021325, Valid MRR: 0.09957,
|
|
|
|
|
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|
2023-04-25 15:39:33,357 - testrun_c9ec8d9c - [INFO] - [E:12| 0]: Train Loss:0.0020176, Val MRR:0.09957, testrun_c9ec8d9c
|
|
2023-04-25 15:40:37,455 - testrun_c9ec8d9c - [INFO] - [E:12| 100]: Train Loss:0.0020765, Val MRR:0.09957, testrun_c9ec8d9c
|
|
2023-04-25 15:41:41,737 - testrun_c9ec8d9c - [INFO] - [E:12| 200]: Train Loss:0.0021244, Val MRR:0.09957, testrun_c9ec8d9c
|
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2023-04-25 15:42:45,920 - testrun_c9ec8d9c - [INFO] - [E:12| 300]: Train Loss:0.0021134, Val MRR:0.09957, testrun_c9ec8d9c
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2023-04-25 15:43:50,045 - testrun_c9ec8d9c - [INFO] - [E:12| 400]: Train Loss:0.0020985, Val MRR:0.09957, testrun_c9ec8d9c
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2023-04-25 15:44:54,165 - testrun_c9ec8d9c - [INFO] - [E:12| 500]: Train Loss:0.002088, Val MRR:0.09957, testrun_c9ec8d9c
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2023-04-25 15:45:58,270 - testrun_c9ec8d9c - [INFO] - [E:12| 600]: Train Loss:0.0021015, Val MRR:0.09957, testrun_c9ec8d9c
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2023-04-25 15:47:02,336 - testrun_c9ec8d9c - [INFO] - [E:12| 700]: Train Loss:0.0021035, Val MRR:0.09957, testrun_c9ec8d9c
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2023-04-25 15:48:06,434 - testrun_c9ec8d9c - [INFO] - [E:12| 800]: Train Loss:0.0020947, Val MRR:0.09957, testrun_c9ec8d9c
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2023-04-25 15:49:10,494 - testrun_c9ec8d9c - [INFO] - [E:12| 900]: Train Loss:0.0020957, Val MRR:0.09957, testrun_c9ec8d9c
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2023-04-25 15:50:14,518 - testrun_c9ec8d9c - [INFO] - [E:12| 1000]: Train Loss:0.0020927, Val MRR:0.09957, testrun_c9ec8d9c
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2023-04-25 15:51:18,629 - testrun_c9ec8d9c - [INFO] - [E:12| 1100]: Train Loss:0.0020866, Val MRR:0.09957, testrun_c9ec8d9c
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2023-04-25 15:52:02,549 - testrun_c9ec8d9c - [INFO] - [Epoch:12]: Training Loss:0.002081
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2023-04-25 15:52:02,773 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 15:52:24,804 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 15:52:32,993 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 15:52:57,797 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 15:53:06,658 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 12 valid]:
|
|
MRR: Tail : 0.19275, Head : 0.03294, Avg : 0.11284
|
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2023-04-25 15:53:07,700 - testrun_c9ec8d9c - [INFO] - [Epoch 12]: Training Loss: 0.0020812, Valid MRR: 0.11284,
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2023-04-25 15:53:08,353 - testrun_c9ec8d9c - [INFO] - [E:13| 0]: Train Loss:0.0016753, Val MRR:0.11284, testrun_c9ec8d9c
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2023-04-25 15:54:12,478 - testrun_c9ec8d9c - [INFO] - [E:13| 100]: Train Loss:0.0019797, Val MRR:0.11284, testrun_c9ec8d9c
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2023-04-25 15:55:16,585 - testrun_c9ec8d9c - [INFO] - [E:13| 200]: Train Loss:0.0020303, Val MRR:0.11284, testrun_c9ec8d9c
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2023-04-25 15:56:20,731 - testrun_c9ec8d9c - [INFO] - [E:13| 300]: Train Loss:0.0020223, Val MRR:0.11284, testrun_c9ec8d9c
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2023-04-25 15:57:24,826 - testrun_c9ec8d9c - [INFO] - [E:13| 400]: Train Loss:0.0020131, Val MRR:0.11284, testrun_c9ec8d9c
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2023-04-25 15:58:28,906 - testrun_c9ec8d9c - [INFO] - [E:13| 500]: Train Loss:0.0020315, Val MRR:0.11284, testrun_c9ec8d9c
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2023-04-25 15:59:33,047 - testrun_c9ec8d9c - [INFO] - [E:13| 600]: Train Loss:0.0020348, Val MRR:0.11284, testrun_c9ec8d9c
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2023-04-25 16:00:37,150 - testrun_c9ec8d9c - [INFO] - [E:13| 700]: Train Loss:0.0020349, Val MRR:0.11284, testrun_c9ec8d9c
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2023-04-25 16:01:41,274 - testrun_c9ec8d9c - [INFO] - [E:13| 800]: Train Loss:0.0020369, Val MRR:0.11284, testrun_c9ec8d9c
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2023-04-25 16:02:45,421 - testrun_c9ec8d9c - [INFO] - [E:13| 900]: Train Loss:0.0020357, Val MRR:0.11284, testrun_c9ec8d9c
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2023-04-25 16:03:49,523 - testrun_c9ec8d9c - [INFO] - [E:13| 1000]: Train Loss:0.0020357, Val MRR:0.11284, testrun_c9ec8d9c
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2023-04-25 16:04:53,587 - testrun_c9ec8d9c - [INFO] - [E:13| 1100]: Train Loss:0.0020316, Val MRR:0.11284, testrun_c9ec8d9c
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2023-04-25 16:05:37,440 - testrun_c9ec8d9c - [INFO] - [Epoch:13]: Training Loss:0.002028
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2023-04-25 16:05:37,663 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 16:05:59,686 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 16:06:07,874 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 16:06:32,680 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 16:06:41,583 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 13 valid]:
|
|
MRR: Tail : 0.21003, Head : 0.06107, Avg : 0.13555
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2023-04-25 16:06:42,630 - testrun_c9ec8d9c - [INFO] - [Epoch 13]: Training Loss: 0.0020283, Valid MRR: 0.13555,
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2023-04-25 16:06:43,281 - testrun_c9ec8d9c - [INFO] - [E:14| 0]: Train Loss:0.0023119, Val MRR:0.13555, testrun_c9ec8d9c
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2023-04-25 16:07:47,382 - testrun_c9ec8d9c - [INFO] - [E:14| 100]: Train Loss:0.0021077, Val MRR:0.13555, testrun_c9ec8d9c
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2023-04-25 16:08:51,473 - testrun_c9ec8d9c - [INFO] - [E:14| 200]: Train Loss:0.0020361, Val MRR:0.13555, testrun_c9ec8d9c
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2023-04-25 16:09:55,609 - testrun_c9ec8d9c - [INFO] - [E:14| 300]: Train Loss:0.0020063, Val MRR:0.13555, testrun_c9ec8d9c
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2023-04-25 16:10:59,649 - testrun_c9ec8d9c - [INFO] - [E:14| 400]: Train Loss:0.0019959, Val MRR:0.13555, testrun_c9ec8d9c
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2023-04-25 16:12:03,709 - testrun_c9ec8d9c - [INFO] - [E:14| 500]: Train Loss:0.0020045, Val MRR:0.13555, testrun_c9ec8d9c
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2023-04-25 16:13:07,744 - testrun_c9ec8d9c - [INFO] - [E:14| 600]: Train Loss:0.0019955, Val MRR:0.13555, testrun_c9ec8d9c
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2023-04-25 16:14:11,804 - testrun_c9ec8d9c - [INFO] - [E:14| 700]: Train Loss:0.0019884, Val MRR:0.13555, testrun_c9ec8d9c
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2023-04-25 16:15:15,848 - testrun_c9ec8d9c - [INFO] - [E:14| 800]: Train Loss:0.0019935, Val MRR:0.13555, testrun_c9ec8d9c
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2023-04-25 16:16:19,848 - testrun_c9ec8d9c - [INFO] - [E:14| 900]: Train Loss:0.0019959, Val MRR:0.13555, testrun_c9ec8d9c
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2023-04-25 16:17:23,873 - testrun_c9ec8d9c - [INFO] - [E:14| 1000]: Train Loss:0.0019934, Val MRR:0.13555, testrun_c9ec8d9c
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2023-04-25 16:18:27,942 - testrun_c9ec8d9c - [INFO] - [E:14| 1100]: Train Loss:0.0019861, Val MRR:0.13555, testrun_c9ec8d9c
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2023-04-25 16:19:11,833 - testrun_c9ec8d9c - [INFO] - [Epoch:14]: Training Loss:0.001981
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2023-04-25 16:19:12,056 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 16:19:34,095 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 16:19:42,279 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 16:20:07,049 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 16:20:16,004 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 14 valid]:
|
|
MRR: Tail : 0.23014, Head : 0.07238, Avg : 0.15126
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|
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2023-04-25 16:20:17,060 - testrun_c9ec8d9c - [INFO] - [Epoch 14]: Training Loss: 0.0019814, Valid MRR: 0.15126,
|
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2023-04-25 16:20:17,717 - testrun_c9ec8d9c - [INFO] - [E:15| 0]: Train Loss:0.0023222, Val MRR:0.15126, testrun_c9ec8d9c
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|
2023-04-25 16:21:21,787 - testrun_c9ec8d9c - [INFO] - [E:15| 100]: Train Loss:0.0019074, Val MRR:0.15126, testrun_c9ec8d9c
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2023-04-25 16:22:25,852 - testrun_c9ec8d9c - [INFO] - [E:15| 200]: Train Loss:0.001945, Val MRR:0.15126, testrun_c9ec8d9c
|
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2023-04-25 16:23:29,840 - testrun_c9ec8d9c - [INFO] - [E:15| 300]: Train Loss:0.0019815, Val MRR:0.15126, testrun_c9ec8d9c
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2023-04-25 16:24:33,813 - testrun_c9ec8d9c - [INFO] - [E:15| 400]: Train Loss:0.0019758, Val MRR:0.15126, testrun_c9ec8d9c
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2023-04-25 16:25:37,790 - testrun_c9ec8d9c - [INFO] - [E:15| 500]: Train Loss:0.0019688, Val MRR:0.15126, testrun_c9ec8d9c
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2023-04-25 16:26:41,796 - testrun_c9ec8d9c - [INFO] - [E:15| 600]: Train Loss:0.0019732, Val MRR:0.15126, testrun_c9ec8d9c
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2023-04-25 16:27:45,791 - testrun_c9ec8d9c - [INFO] - [E:15| 700]: Train Loss:0.0019666, Val MRR:0.15126, testrun_c9ec8d9c
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2023-04-25 16:28:49,805 - testrun_c9ec8d9c - [INFO] - [E:15| 800]: Train Loss:0.0019601, Val MRR:0.15126, testrun_c9ec8d9c
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2023-04-25 16:29:53,885 - testrun_c9ec8d9c - [INFO] - [E:15| 900]: Train Loss:0.0019517, Val MRR:0.15126, testrun_c9ec8d9c
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2023-04-25 16:30:57,966 - testrun_c9ec8d9c - [INFO] - [E:15| 1000]: Train Loss:0.0019531, Val MRR:0.15126, testrun_c9ec8d9c
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2023-04-25 16:32:01,995 - testrun_c9ec8d9c - [INFO] - [E:15| 1100]: Train Loss:0.0019507, Val MRR:0.15126, testrun_c9ec8d9c
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2023-04-25 16:32:45,845 - testrun_c9ec8d9c - [INFO] - [Epoch:15]: Training Loss:0.001947
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2023-04-25 16:32:46,068 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 16:33:08,105 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-25 16:33:16,285 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 16:33:41,037 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 16:33:49,946 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 15 valid]:
|
|
MRR: Tail : 0.24553, Head : 0.08804, Avg : 0.16679
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|
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2023-04-25 16:33:50,996 - testrun_c9ec8d9c - [INFO] - [Epoch 15]: Training Loss: 0.0019474, Valid MRR: 0.16679,
|
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2023-04-25 16:33:51,650 - testrun_c9ec8d9c - [INFO] - [E:16| 0]: Train Loss:0.0016129, Val MRR:0.16679, testrun_c9ec8d9c
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2023-04-25 16:34:55,677 - testrun_c9ec8d9c - [INFO] - [E:16| 100]: Train Loss:0.0019545, Val MRR:0.16679, testrun_c9ec8d9c
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2023-04-25 16:35:59,767 - testrun_c9ec8d9c - [INFO] - [E:16| 200]: Train Loss:0.001941, Val MRR:0.16679, testrun_c9ec8d9c
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2023-04-25 16:37:03,861 - testrun_c9ec8d9c - [INFO] - [E:16| 300]: Train Loss:0.0019468, Val MRR:0.16679, testrun_c9ec8d9c
|
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2023-04-25 16:38:07,944 - testrun_c9ec8d9c - [INFO] - [E:16| 400]: Train Loss:0.0019298, Val MRR:0.16679, testrun_c9ec8d9c
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2023-04-25 16:39:12,058 - testrun_c9ec8d9c - [INFO] - [E:16| 500]: Train Loss:0.0019205, Val MRR:0.16679, testrun_c9ec8d9c
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2023-04-25 16:40:16,104 - testrun_c9ec8d9c - [INFO] - [E:16| 600]: Train Loss:0.0019149, Val MRR:0.16679, testrun_c9ec8d9c
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2023-04-25 16:41:20,128 - testrun_c9ec8d9c - [INFO] - [E:16| 700]: Train Loss:0.0019104, Val MRR:0.16679, testrun_c9ec8d9c
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2023-04-25 16:42:24,168 - testrun_c9ec8d9c - [INFO] - [E:16| 800]: Train Loss:0.0019092, Val MRR:0.16679, testrun_c9ec8d9c
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2023-04-25 16:43:28,150 - testrun_c9ec8d9c - [INFO] - [E:16| 900]: Train Loss:0.0019099, Val MRR:0.16679, testrun_c9ec8d9c
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2023-04-25 16:44:32,163 - testrun_c9ec8d9c - [INFO] - [E:16| 1000]: Train Loss:0.0019126, Val MRR:0.16679, testrun_c9ec8d9c
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2023-04-25 16:45:36,208 - testrun_c9ec8d9c - [INFO] - [E:16| 1100]: Train Loss:0.0019147, Val MRR:0.16679, testrun_c9ec8d9c
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2023-04-25 16:46:20,064 - testrun_c9ec8d9c - [INFO] - [Epoch:16]: Training Loss:0.001914
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2023-04-25 16:46:20,287 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 16:46:42,315 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 16:46:50,501 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 16:47:15,241 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 16:47:24,117 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 16 valid]:
|
|
MRR: Tail : 0.26188, Head : 0.09308, Avg : 0.17748
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|
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2023-04-25 16:47:25,146 - testrun_c9ec8d9c - [INFO] - [Epoch 16]: Training Loss: 0.0019141, Valid MRR: 0.17748,
|
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2023-04-25 16:47:25,799 - testrun_c9ec8d9c - [INFO] - [E:17| 0]: Train Loss:0.0026043, Val MRR:0.17748, testrun_c9ec8d9c
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2023-04-25 16:48:29,815 - testrun_c9ec8d9c - [INFO] - [E:17| 100]: Train Loss:0.001909, Val MRR:0.17748, testrun_c9ec8d9c
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2023-04-25 16:49:33,846 - testrun_c9ec8d9c - [INFO] - [E:17| 200]: Train Loss:0.0019087, Val MRR:0.17748, testrun_c9ec8d9c
|
|
2023-04-25 16:50:37,848 - testrun_c9ec8d9c - [INFO] - [E:17| 300]: Train Loss:0.0019003, Val MRR:0.17748, testrun_c9ec8d9c
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2023-04-25 16:51:41,877 - testrun_c9ec8d9c - [INFO] - [E:17| 400]: Train Loss:0.0018876, Val MRR:0.17748, testrun_c9ec8d9c
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2023-04-25 16:52:45,899 - testrun_c9ec8d9c - [INFO] - [E:17| 500]: Train Loss:0.0018966, Val MRR:0.17748, testrun_c9ec8d9c
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2023-04-25 16:53:49,895 - testrun_c9ec8d9c - [INFO] - [E:17| 600]: Train Loss:0.0018885, Val MRR:0.17748, testrun_c9ec8d9c
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2023-04-25 16:54:54,783 - testrun_c9ec8d9c - [INFO] - [E:17| 700]: Train Loss:0.0018957, Val MRR:0.17748, testrun_c9ec8d9c
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|
2023-04-25 16:55:58,784 - testrun_c9ec8d9c - [INFO] - [E:17| 800]: Train Loss:0.0018892, Val MRR:0.17748, testrun_c9ec8d9c
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2023-04-25 16:57:02,759 - testrun_c9ec8d9c - [INFO] - [E:17| 900]: Train Loss:0.0018963, Val MRR:0.17748, testrun_c9ec8d9c
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2023-04-25 16:58:06,742 - testrun_c9ec8d9c - [INFO] - [E:17| 1000]: Train Loss:0.0019014, Val MRR:0.17748, testrun_c9ec8d9c
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2023-04-25 16:59:10,818 - testrun_c9ec8d9c - [INFO] - [E:17| 1100]: Train Loss:0.001892, Val MRR:0.17748, testrun_c9ec8d9c
|
|
2023-04-25 16:59:54,694 - testrun_c9ec8d9c - [INFO] - [Epoch:17]: Training Loss:0.00189
|
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|
2023-04-25 16:59:54,917 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 17:00:16,960 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 17:00:25,151 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 17:00:49,905 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 17:00:58,836 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 17 valid]:
|
|
MRR: Tail : 0.27482, Head : 0.09839, Avg : 0.18661
|
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|
|
2023-04-25 17:00:59,882 - testrun_c9ec8d9c - [INFO] - [Epoch 17]: Training Loss: 0.0018897, Valid MRR: 0.18661,
|
|
|
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2023-04-25 17:01:00,547 - testrun_c9ec8d9c - [INFO] - [E:18| 0]: Train Loss:0.0015855, Val MRR:0.18661, testrun_c9ec8d9c
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2023-04-25 17:02:04,617 - testrun_c9ec8d9c - [INFO] - [E:18| 100]: Train Loss:0.0018167, Val MRR:0.18661, testrun_c9ec8d9c
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2023-04-25 17:03:08,688 - testrun_c9ec8d9c - [INFO] - [E:18| 200]: Train Loss:0.0018579, Val MRR:0.18661, testrun_c9ec8d9c
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|
2023-04-25 17:04:12,759 - testrun_c9ec8d9c - [INFO] - [E:18| 300]: Train Loss:0.0018678, Val MRR:0.18661, testrun_c9ec8d9c
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2023-04-25 17:05:16,762 - testrun_c9ec8d9c - [INFO] - [E:18| 400]: Train Loss:0.0018648, Val MRR:0.18661, testrun_c9ec8d9c
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2023-04-25 17:06:20,856 - testrun_c9ec8d9c - [INFO] - [E:18| 500]: Train Loss:0.0018736, Val MRR:0.18661, testrun_c9ec8d9c
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2023-04-25 17:07:24,915 - testrun_c9ec8d9c - [INFO] - [E:18| 600]: Train Loss:0.0018686, Val MRR:0.18661, testrun_c9ec8d9c
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2023-04-25 17:08:28,977 - testrun_c9ec8d9c - [INFO] - [E:18| 700]: Train Loss:0.0018622, Val MRR:0.18661, testrun_c9ec8d9c
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2023-04-25 17:09:32,962 - testrun_c9ec8d9c - [INFO] - [E:18| 800]: Train Loss:0.0018609, Val MRR:0.18661, testrun_c9ec8d9c
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2023-04-25 17:10:36,979 - testrun_c9ec8d9c - [INFO] - [E:18| 900]: Train Loss:0.0018639, Val MRR:0.18661, testrun_c9ec8d9c
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2023-04-25 17:11:41,006 - testrun_c9ec8d9c - [INFO] - [E:18| 1000]: Train Loss:0.0018672, Val MRR:0.18661, testrun_c9ec8d9c
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2023-04-25 17:12:45,027 - testrun_c9ec8d9c - [INFO] - [E:18| 1100]: Train Loss:0.0018637, Val MRR:0.18661, testrun_c9ec8d9c
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2023-04-25 17:13:28,881 - testrun_c9ec8d9c - [INFO] - [Epoch:18]: Training Loss:0.001862
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2023-04-25 17:13:29,106 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 17:13:51,106 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 17:13:59,286 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 17:14:24,010 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 17:14:32,947 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 18 valid]:
|
|
MRR: Tail : 0.28512, Head : 0.10429, Avg : 0.1947
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2023-04-25 17:14:34,001 - testrun_c9ec8d9c - [INFO] - [Epoch 18]: Training Loss: 0.0018619, Valid MRR: 0.1947,
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2023-04-25 17:14:34,661 - testrun_c9ec8d9c - [INFO] - [E:19| 0]: Train Loss:0.0018101, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:15:38,728 - testrun_c9ec8d9c - [INFO] - [E:19| 100]: Train Loss:0.0018507, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:16:42,740 - testrun_c9ec8d9c - [INFO] - [E:19| 200]: Train Loss:0.0018406, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:17:46,848 - testrun_c9ec8d9c - [INFO] - [E:19| 300]: Train Loss:0.001858, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:18:50,956 - testrun_c9ec8d9c - [INFO] - [E:19| 400]: Train Loss:0.0018516, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:19:55,058 - testrun_c9ec8d9c - [INFO] - [E:19| 500]: Train Loss:0.0018416, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:20:59,102 - testrun_c9ec8d9c - [INFO] - [E:19| 600]: Train Loss:0.0018375, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:22:03,126 - testrun_c9ec8d9c - [INFO] - [E:19| 700]: Train Loss:0.0018347, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:23:07,125 - testrun_c9ec8d9c - [INFO] - [E:19| 800]: Train Loss:0.0018387, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:24:11,067 - testrun_c9ec8d9c - [INFO] - [E:19| 900]: Train Loss:0.0018397, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:25:15,017 - testrun_c9ec8d9c - [INFO] - [E:19| 1000]: Train Loss:0.0018436, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:26:19,024 - testrun_c9ec8d9c - [INFO] - [E:19| 1100]: Train Loss:0.0018388, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:27:02,904 - testrun_c9ec8d9c - [INFO] - [Epoch:19]: Training Loss:0.001843
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2023-04-25 17:27:03,128 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 17:27:25,147 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 17:27:33,344 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 17:27:58,172 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 17:28:07,085 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 19 valid]:
|
|
MRR: Tail : 0.28395, Head : 0.10461, Avg : 0.19428
|
|
MR: Tail : 433.64, Head : 891.03, Avg : 662.34
|
|
Hit-1: Tail : 0.2134, Head : 0.06239, Avg : 0.1379
|
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Hit-3: Tail : 0.30796, Head : 0.10961, Avg : 0.20878
|
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Hit-10: Tail : 0.41853, Head : 0.18443, Avg : 0.30148
|
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2023-04-25 17:28:07,085 - testrun_c9ec8d9c - [INFO] - [Epoch 19]: Training Loss: 0.0018426, Valid MRR: 0.1947,
|
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|
|
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2023-04-25 17:28:07,737 - testrun_c9ec8d9c - [INFO] - [E:20| 0]: Train Loss:0.0014867, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:29:11,801 - testrun_c9ec8d9c - [INFO] - [E:20| 100]: Train Loss:0.0018209, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:30:15,829 - testrun_c9ec8d9c - [INFO] - [E:20| 200]: Train Loss:0.0018392, Val MRR:0.1947, testrun_c9ec8d9c
|
|
2023-04-25 17:31:19,922 - testrun_c9ec8d9c - [INFO] - [E:20| 300]: Train Loss:0.0018256, Val MRR:0.1947, testrun_c9ec8d9c
|
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2023-04-25 17:32:23,940 - testrun_c9ec8d9c - [INFO] - [E:20| 400]: Train Loss:0.0018281, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:33:27,934 - testrun_c9ec8d9c - [INFO] - [E:20| 500]: Train Loss:0.0018302, Val MRR:0.1947, testrun_c9ec8d9c
|
|
2023-04-25 17:34:31,918 - testrun_c9ec8d9c - [INFO] - [E:20| 600]: Train Loss:0.0018305, Val MRR:0.1947, testrun_c9ec8d9c
|
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2023-04-25 17:35:35,958 - testrun_c9ec8d9c - [INFO] - [E:20| 700]: Train Loss:0.0018213, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:36:40,032 - testrun_c9ec8d9c - [INFO] - [E:20| 800]: Train Loss:0.0018192, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:37:44,028 - testrun_c9ec8d9c - [INFO] - [E:20| 900]: Train Loss:0.0018141, Val MRR:0.1947, testrun_c9ec8d9c
|
|
2023-04-25 17:38:48,055 - testrun_c9ec8d9c - [INFO] - [E:20| 1000]: Train Loss:0.0018187, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:39:52,070 - testrun_c9ec8d9c - [INFO] - [E:20| 1100]: Train Loss:0.0018235, Val MRR:0.1947, testrun_c9ec8d9c
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2023-04-25 17:40:35,986 - testrun_c9ec8d9c - [INFO] - [Epoch:20]: Training Loss:0.001822
|
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|
|
2023-04-25 17:40:36,211 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 17:40:58,255 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-25 17:41:06,440 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 17:41:31,239 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 17:41:40,153 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 20 valid]:
|
|
MRR: Tail : 0.30033, Head : 0.10945, Avg : 0.20489
|
|
|
|
2023-04-25 17:41:41,218 - testrun_c9ec8d9c - [INFO] - [Epoch 20]: Training Loss: 0.001822, Valid MRR: 0.20489,
|
|
|
|
|
|
|
|
2023-04-25 17:41:41,878 - testrun_c9ec8d9c - [INFO] - [E:21| 0]: Train Loss:0.0018768, Val MRR:0.20489, testrun_c9ec8d9c
|
|
2023-04-25 17:42:45,971 - testrun_c9ec8d9c - [INFO] - [E:21| 100]: Train Loss:0.001781, Val MRR:0.20489, testrun_c9ec8d9c
|
|
2023-04-25 17:43:50,031 - testrun_c9ec8d9c - [INFO] - [E:21| 200]: Train Loss:0.0017911, Val MRR:0.20489, testrun_c9ec8d9c
|
|
2023-04-25 17:44:54,075 - testrun_c9ec8d9c - [INFO] - [E:21| 300]: Train Loss:0.0017776, Val MRR:0.20489, testrun_c9ec8d9c
|
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2023-04-25 17:45:58,086 - testrun_c9ec8d9c - [INFO] - [E:21| 400]: Train Loss:0.0017891, Val MRR:0.20489, testrun_c9ec8d9c
|
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2023-04-25 17:47:02,152 - testrun_c9ec8d9c - [INFO] - [E:21| 500]: Train Loss:0.0018001, Val MRR:0.20489, testrun_c9ec8d9c
|
|
2023-04-25 17:48:06,226 - testrun_c9ec8d9c - [INFO] - [E:21| 600]: Train Loss:0.00181, Val MRR:0.20489, testrun_c9ec8d9c
|
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2023-04-25 17:49:10,263 - testrun_c9ec8d9c - [INFO] - [E:21| 700]: Train Loss:0.0018083, Val MRR:0.20489, testrun_c9ec8d9c
|
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2023-04-25 17:50:14,268 - testrun_c9ec8d9c - [INFO] - [E:21| 800]: Train Loss:0.001805, Val MRR:0.20489, testrun_c9ec8d9c
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2023-04-25 17:51:18,351 - testrun_c9ec8d9c - [INFO] - [E:21| 900]: Train Loss:0.0018081, Val MRR:0.20489, testrun_c9ec8d9c
|
|
2023-04-25 17:52:22,418 - testrun_c9ec8d9c - [INFO] - [E:21| 1000]: Train Loss:0.001802, Val MRR:0.20489, testrun_c9ec8d9c
|
|
2023-04-25 17:53:26,489 - testrun_c9ec8d9c - [INFO] - [E:21| 1100]: Train Loss:0.0018006, Val MRR:0.20489, testrun_c9ec8d9c
|
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2023-04-25 17:54:10,312 - testrun_c9ec8d9c - [INFO] - [Epoch:21]: Training Loss:0.001802
|
|
|
|
2023-04-25 17:54:10,535 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 17:54:32,537 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 17:54:40,720 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 17:55:05,436 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 17:55:14,392 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 21 valid]:
|
|
MRR: Tail : 0.30659, Head : 0.11439, Avg : 0.21049
|
|
|
|
2023-04-25 17:55:15,455 - testrun_c9ec8d9c - [INFO] - [Epoch 21]: Training Loss: 0.0018019, Valid MRR: 0.21049,
|
|
|
|
|
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|
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2023-04-25 17:55:16,116 - testrun_c9ec8d9c - [INFO] - [E:22| 0]: Train Loss:0.0016857, Val MRR:0.21049, testrun_c9ec8d9c
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|
2023-04-25 17:56:20,171 - testrun_c9ec8d9c - [INFO] - [E:22| 100]: Train Loss:0.0017549, Val MRR:0.21049, testrun_c9ec8d9c
|
|
2023-04-25 17:57:24,223 - testrun_c9ec8d9c - [INFO] - [E:22| 200]: Train Loss:0.001764, Val MRR:0.21049, testrun_c9ec8d9c
|
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2023-04-25 17:58:28,284 - testrun_c9ec8d9c - [INFO] - [E:22| 300]: Train Loss:0.001764, Val MRR:0.21049, testrun_c9ec8d9c
|
|
2023-04-25 17:59:32,364 - testrun_c9ec8d9c - [INFO] - [E:22| 400]: Train Loss:0.0017696, Val MRR:0.21049, testrun_c9ec8d9c
|
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2023-04-25 18:00:36,371 - testrun_c9ec8d9c - [INFO] - [E:22| 500]: Train Loss:0.0017804, Val MRR:0.21049, testrun_c9ec8d9c
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2023-04-25 18:01:40,367 - testrun_c9ec8d9c - [INFO] - [E:22| 600]: Train Loss:0.0017827, Val MRR:0.21049, testrun_c9ec8d9c
|
|
2023-04-25 18:02:44,362 - testrun_c9ec8d9c - [INFO] - [E:22| 700]: Train Loss:0.0017849, Val MRR:0.21049, testrun_c9ec8d9c
|
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2023-04-25 18:03:48,331 - testrun_c9ec8d9c - [INFO] - [E:22| 800]: Train Loss:0.0017787, Val MRR:0.21049, testrun_c9ec8d9c
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2023-04-25 18:04:52,317 - testrun_c9ec8d9c - [INFO] - [E:22| 900]: Train Loss:0.0017798, Val MRR:0.21049, testrun_c9ec8d9c
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2023-04-25 18:05:56,308 - testrun_c9ec8d9c - [INFO] - [E:22| 1000]: Train Loss:0.0017846, Val MRR:0.21049, testrun_c9ec8d9c
|
|
2023-04-25 18:07:00,309 - testrun_c9ec8d9c - [INFO] - [E:22| 1100]: Train Loss:0.0017812, Val MRR:0.21049, testrun_c9ec8d9c
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2023-04-25 18:07:44,222 - testrun_c9ec8d9c - [INFO] - [Epoch:22]: Training Loss:0.001784
|
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|
|
2023-04-25 18:07:44,446 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 18:08:06,473 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-25 18:08:14,659 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 18:08:39,447 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 18:08:48,356 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 22 valid]:
|
|
MRR: Tail : 0.30951, Head : 0.11563, Avg : 0.21257
|
|
|
|
2023-04-25 18:08:49,432 - testrun_c9ec8d9c - [INFO] - [Epoch 22]: Training Loss: 0.001784, Valid MRR: 0.21257,
|
|
|
|
|
|
|
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2023-04-25 18:08:50,086 - testrun_c9ec8d9c - [INFO] - [E:23| 0]: Train Loss:0.0015925, Val MRR:0.21257, testrun_c9ec8d9c
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2023-04-25 18:09:54,160 - testrun_c9ec8d9c - [INFO] - [E:23| 100]: Train Loss:0.0018104, Val MRR:0.21257, testrun_c9ec8d9c
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|
2023-04-25 18:10:58,241 - testrun_c9ec8d9c - [INFO] - [E:23| 200]: Train Loss:0.0018003, Val MRR:0.21257, testrun_c9ec8d9c
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|
2023-04-25 18:12:02,357 - testrun_c9ec8d9c - [INFO] - [E:23| 300]: Train Loss:0.0017932, Val MRR:0.21257, testrun_c9ec8d9c
|
|
2023-04-25 18:13:06,393 - testrun_c9ec8d9c - [INFO] - [E:23| 400]: Train Loss:0.0017787, Val MRR:0.21257, testrun_c9ec8d9c
|
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2023-04-25 18:14:10,438 - testrun_c9ec8d9c - [INFO] - [E:23| 500]: Train Loss:0.0017721, Val MRR:0.21257, testrun_c9ec8d9c
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2023-04-25 18:15:14,494 - testrun_c9ec8d9c - [INFO] - [E:23| 600]: Train Loss:0.001769, Val MRR:0.21257, testrun_c9ec8d9c
|
|
2023-04-25 18:16:18,550 - testrun_c9ec8d9c - [INFO] - [E:23| 700]: Train Loss:0.001776, Val MRR:0.21257, testrun_c9ec8d9c
|
|
2023-04-25 18:17:22,519 - testrun_c9ec8d9c - [INFO] - [E:23| 800]: Train Loss:0.001772, Val MRR:0.21257, testrun_c9ec8d9c
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2023-04-25 18:18:26,510 - testrun_c9ec8d9c - [INFO] - [E:23| 900]: Train Loss:0.0017713, Val MRR:0.21257, testrun_c9ec8d9c
|
|
2023-04-25 18:19:30,490 - testrun_c9ec8d9c - [INFO] - [E:23| 1000]: Train Loss:0.0017729, Val MRR:0.21257, testrun_c9ec8d9c
|
|
2023-04-25 18:20:34,451 - testrun_c9ec8d9c - [INFO] - [E:23| 1100]: Train Loss:0.0017684, Val MRR:0.21257, testrun_c9ec8d9c
|
|
2023-04-25 18:21:18,270 - testrun_c9ec8d9c - [INFO] - [Epoch:23]: Training Loss:0.001767
|
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|
|
2023-04-25 18:21:18,494 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 18:21:40,524 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 18:21:48,712 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 18:22:13,518 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 18:22:22,394 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 23 valid]:
|
|
MRR: Tail : 0.3206, Head : 0.11947, Avg : 0.22003
|
|
|
|
2023-04-25 18:22:23,460 - testrun_c9ec8d9c - [INFO] - [Epoch 23]: Training Loss: 0.0017674, Valid MRR: 0.22003,
|
|
|
|
|
|
|
|
2023-04-25 18:22:24,115 - testrun_c9ec8d9c - [INFO] - [E:24| 0]: Train Loss:0.001946, Val MRR:0.22003, testrun_c9ec8d9c
|
|
2023-04-25 18:23:28,215 - testrun_c9ec8d9c - [INFO] - [E:24| 100]: Train Loss:0.0017511, Val MRR:0.22003, testrun_c9ec8d9c
|
|
2023-04-25 18:24:32,297 - testrun_c9ec8d9c - [INFO] - [E:24| 200]: Train Loss:0.0017647, Val MRR:0.22003, testrun_c9ec8d9c
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|
2023-04-25 18:25:36,363 - testrun_c9ec8d9c - [INFO] - [E:24| 300]: Train Loss:0.0017685, Val MRR:0.22003, testrun_c9ec8d9c
|
|
2023-04-25 18:26:40,439 - testrun_c9ec8d9c - [INFO] - [E:24| 400]: Train Loss:0.001761, Val MRR:0.22003, testrun_c9ec8d9c
|
|
2023-04-25 18:27:44,468 - testrun_c9ec8d9c - [INFO] - [E:24| 500]: Train Loss:0.0017539, Val MRR:0.22003, testrun_c9ec8d9c
|
|
2023-04-25 18:28:48,524 - testrun_c9ec8d9c - [INFO] - [E:24| 600]: Train Loss:0.0017491, Val MRR:0.22003, testrun_c9ec8d9c
|
|
2023-04-25 18:29:52,559 - testrun_c9ec8d9c - [INFO] - [E:24| 700]: Train Loss:0.0017522, Val MRR:0.22003, testrun_c9ec8d9c
|
|
2023-04-25 18:30:56,577 - testrun_c9ec8d9c - [INFO] - [E:24| 800]: Train Loss:0.0017495, Val MRR:0.22003, testrun_c9ec8d9c
|
|
2023-04-25 18:32:00,604 - testrun_c9ec8d9c - [INFO] - [E:24| 900]: Train Loss:0.0017473, Val MRR:0.22003, testrun_c9ec8d9c
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2023-04-25 18:33:04,592 - testrun_c9ec8d9c - [INFO] - [E:24| 1000]: Train Loss:0.0017502, Val MRR:0.22003, testrun_c9ec8d9c
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2023-04-25 18:34:08,565 - testrun_c9ec8d9c - [INFO] - [E:24| 1100]: Train Loss:0.0017492, Val MRR:0.22003, testrun_c9ec8d9c
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2023-04-25 18:34:52,364 - testrun_c9ec8d9c - [INFO] - [Epoch:24]: Training Loss:0.001752
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2023-04-25 18:34:52,586 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 18:35:14,652 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 18:35:22,827 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 18:35:47,556 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 18:35:56,491 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 24 valid]:
|
|
MRR: Tail : 0.32259, Head : 0.12217, Avg : 0.22238
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2023-04-25 18:35:57,549 - testrun_c9ec8d9c - [INFO] - [Epoch 24]: Training Loss: 0.0017517, Valid MRR: 0.22238,
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2023-04-25 18:35:58,200 - testrun_c9ec8d9c - [INFO] - [E:25| 0]: Train Loss:0.0020725, Val MRR:0.22238, testrun_c9ec8d9c
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2023-04-25 18:37:02,155 - testrun_c9ec8d9c - [INFO] - [E:25| 100]: Train Loss:0.0017552, Val MRR:0.22238, testrun_c9ec8d9c
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2023-04-25 18:38:06,164 - testrun_c9ec8d9c - [INFO] - [E:25| 200]: Train Loss:0.0017414, Val MRR:0.22238, testrun_c9ec8d9c
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2023-04-25 18:39:10,134 - testrun_c9ec8d9c - [INFO] - [E:25| 300]: Train Loss:0.00173, Val MRR:0.22238, testrun_c9ec8d9c
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2023-04-25 18:40:13,998 - testrun_c9ec8d9c - [INFO] - [E:25| 400]: Train Loss:0.0017408, Val MRR:0.22238, testrun_c9ec8d9c
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2023-04-25 18:41:17,859 - testrun_c9ec8d9c - [INFO] - [E:25| 500]: Train Loss:0.0017473, Val MRR:0.22238, testrun_c9ec8d9c
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2023-04-25 18:42:21,773 - testrun_c9ec8d9c - [INFO] - [E:25| 600]: Train Loss:0.0017439, Val MRR:0.22238, testrun_c9ec8d9c
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2023-04-25 18:43:25,751 - testrun_c9ec8d9c - [INFO] - [E:25| 700]: Train Loss:0.0017403, Val MRR:0.22238, testrun_c9ec8d9c
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2023-04-25 18:44:29,617 - testrun_c9ec8d9c - [INFO] - [E:25| 800]: Train Loss:0.0017352, Val MRR:0.22238, testrun_c9ec8d9c
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2023-04-25 18:45:33,481 - testrun_c9ec8d9c - [INFO] - [E:25| 900]: Train Loss:0.0017369, Val MRR:0.22238, testrun_c9ec8d9c
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2023-04-25 18:46:37,333 - testrun_c9ec8d9c - [INFO] - [E:25| 1000]: Train Loss:0.0017373, Val MRR:0.22238, testrun_c9ec8d9c
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2023-04-25 18:47:41,201 - testrun_c9ec8d9c - [INFO] - [E:25| 1100]: Train Loss:0.0017373, Val MRR:0.22238, testrun_c9ec8d9c
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2023-04-25 18:48:24,988 - testrun_c9ec8d9c - [INFO] - [Epoch:25]: Training Loss:0.001737
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2023-04-25 18:48:25,212 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 18:48:47,246 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 18:48:55,416 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 18:49:20,119 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 18:49:29,057 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 25 valid]:
|
|
MRR: Tail : 0.32617, Head : 0.12587, Avg : 0.22602
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2023-04-25 18:49:30,120 - testrun_c9ec8d9c - [INFO] - [Epoch 25]: Training Loss: 0.0017369, Valid MRR: 0.22602,
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2023-04-25 18:49:30,773 - testrun_c9ec8d9c - [INFO] - [E:26| 0]: Train Loss:0.0016294, Val MRR:0.22602, testrun_c9ec8d9c
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2023-04-25 18:50:34,727 - testrun_c9ec8d9c - [INFO] - [E:26| 100]: Train Loss:0.0017088, Val MRR:0.22602, testrun_c9ec8d9c
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2023-04-25 18:51:38,607 - testrun_c9ec8d9c - [INFO] - [E:26| 200]: Train Loss:0.0017145, Val MRR:0.22602, testrun_c9ec8d9c
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2023-04-25 18:52:42,480 - testrun_c9ec8d9c - [INFO] - [E:26| 300]: Train Loss:0.0017499, Val MRR:0.22602, testrun_c9ec8d9c
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2023-04-25 18:53:46,347 - testrun_c9ec8d9c - [INFO] - [E:26| 400]: Train Loss:0.0017373, Val MRR:0.22602, testrun_c9ec8d9c
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2023-04-25 18:54:50,204 - testrun_c9ec8d9c - [INFO] - [E:26| 500]: Train Loss:0.0017326, Val MRR:0.22602, testrun_c9ec8d9c
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2023-04-25 18:55:54,079 - testrun_c9ec8d9c - [INFO] - [E:26| 600]: Train Loss:0.0017334, Val MRR:0.22602, testrun_c9ec8d9c
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2023-04-25 18:56:57,934 - testrun_c9ec8d9c - [INFO] - [E:26| 700]: Train Loss:0.0017321, Val MRR:0.22602, testrun_c9ec8d9c
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2023-04-25 18:58:01,810 - testrun_c9ec8d9c - [INFO] - [E:26| 800]: Train Loss:0.001729, Val MRR:0.22602, testrun_c9ec8d9c
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2023-04-25 18:59:05,717 - testrun_c9ec8d9c - [INFO] - [E:26| 900]: Train Loss:0.0017296, Val MRR:0.22602, testrun_c9ec8d9c
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2023-04-25 19:00:09,686 - testrun_c9ec8d9c - [INFO] - [E:26| 1000]: Train Loss:0.0017263, Val MRR:0.22602, testrun_c9ec8d9c
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2023-04-25 19:01:13,579 - testrun_c9ec8d9c - [INFO] - [E:26| 1100]: Train Loss:0.0017248, Val MRR:0.22602, testrun_c9ec8d9c
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2023-04-25 19:01:57,355 - testrun_c9ec8d9c - [INFO] - [Epoch:26]: Training Loss:0.001722
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2023-04-25 19:01:57,578 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 19:02:19,561 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-25 19:02:27,745 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 19:02:52,501 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 19:03:01,401 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 26 valid]:
|
|
MRR: Tail : 0.33217, Head : 0.1276, Avg : 0.22988
|
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|
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2023-04-25 19:03:02,466 - testrun_c9ec8d9c - [INFO] - [Epoch 26]: Training Loss: 0.001722, Valid MRR: 0.22988,
|
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|
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2023-04-25 19:03:03,118 - testrun_c9ec8d9c - [INFO] - [E:27| 0]: Train Loss:0.0016006, Val MRR:0.22988, testrun_c9ec8d9c
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2023-04-25 19:04:06,972 - testrun_c9ec8d9c - [INFO] - [E:27| 100]: Train Loss:0.0017801, Val MRR:0.22988, testrun_c9ec8d9c
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2023-04-25 19:05:10,892 - testrun_c9ec8d9c - [INFO] - [E:27| 200]: Train Loss:0.0017383, Val MRR:0.22988, testrun_c9ec8d9c
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2023-04-25 19:06:14,829 - testrun_c9ec8d9c - [INFO] - [E:27| 300]: Train Loss:0.0017171, Val MRR:0.22988, testrun_c9ec8d9c
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2023-04-25 19:07:18,813 - testrun_c9ec8d9c - [INFO] - [E:27| 400]: Train Loss:0.0017228, Val MRR:0.22988, testrun_c9ec8d9c
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2023-04-25 19:08:22,800 - testrun_c9ec8d9c - [INFO] - [E:27| 500]: Train Loss:0.0017175, Val MRR:0.22988, testrun_c9ec8d9c
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2023-04-25 19:09:26,798 - testrun_c9ec8d9c - [INFO] - [E:27| 600]: Train Loss:0.0017211, Val MRR:0.22988, testrun_c9ec8d9c
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2023-04-25 19:10:30,784 - testrun_c9ec8d9c - [INFO] - [E:27| 700]: Train Loss:0.0017168, Val MRR:0.22988, testrun_c9ec8d9c
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2023-04-25 19:11:34,777 - testrun_c9ec8d9c - [INFO] - [E:27| 800]: Train Loss:0.0017132, Val MRR:0.22988, testrun_c9ec8d9c
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2023-04-25 19:12:38,788 - testrun_c9ec8d9c - [INFO] - [E:27| 900]: Train Loss:0.0017145, Val MRR:0.22988, testrun_c9ec8d9c
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2023-04-25 19:13:42,757 - testrun_c9ec8d9c - [INFO] - [E:27| 1000]: Train Loss:0.0017141, Val MRR:0.22988, testrun_c9ec8d9c
|
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2023-04-25 19:14:46,756 - testrun_c9ec8d9c - [INFO] - [E:27| 1100]: Train Loss:0.001713, Val MRR:0.22988, testrun_c9ec8d9c
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2023-04-25 19:15:30,587 - testrun_c9ec8d9c - [INFO] - [Epoch:27]: Training Loss:0.00171
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2023-04-25 19:15:30,810 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 19:15:52,827 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-25 19:16:01,002 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 19:16:25,743 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 19:16:34,662 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 27 valid]:
|
|
MRR: Tail : 0.3368, Head : 0.13249, Avg : 0.23465
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|
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2023-04-25 19:16:35,742 - testrun_c9ec8d9c - [INFO] - [Epoch 27]: Training Loss: 0.0017102, Valid MRR: 0.23465,
|
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|
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2023-04-25 19:16:36,403 - testrun_c9ec8d9c - [INFO] - [E:28| 0]: Train Loss:0.0017337, Val MRR:0.23465, testrun_c9ec8d9c
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2023-04-25 19:17:40,370 - testrun_c9ec8d9c - [INFO] - [E:28| 100]: Train Loss:0.001709, Val MRR:0.23465, testrun_c9ec8d9c
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2023-04-25 19:18:44,315 - testrun_c9ec8d9c - [INFO] - [E:28| 200]: Train Loss:0.0017184, Val MRR:0.23465, testrun_c9ec8d9c
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2023-04-25 19:19:48,231 - testrun_c9ec8d9c - [INFO] - [E:28| 300]: Train Loss:0.0017167, Val MRR:0.23465, testrun_c9ec8d9c
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2023-04-25 19:20:52,151 - testrun_c9ec8d9c - [INFO] - [E:28| 400]: Train Loss:0.0017084, Val MRR:0.23465, testrun_c9ec8d9c
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2023-04-25 19:21:56,095 - testrun_c9ec8d9c - [INFO] - [E:28| 500]: Train Loss:0.0017028, Val MRR:0.23465, testrun_c9ec8d9c
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2023-04-25 19:23:00,071 - testrun_c9ec8d9c - [INFO] - [E:28| 600]: Train Loss:0.0016965, Val MRR:0.23465, testrun_c9ec8d9c
|
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2023-04-25 19:24:04,044 - testrun_c9ec8d9c - [INFO] - [E:28| 700]: Train Loss:0.0016968, Val MRR:0.23465, testrun_c9ec8d9c
|
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2023-04-25 19:25:07,924 - testrun_c9ec8d9c - [INFO] - [E:28| 800]: Train Loss:0.0016933, Val MRR:0.23465, testrun_c9ec8d9c
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2023-04-25 19:26:11,792 - testrun_c9ec8d9c - [INFO] - [E:28| 900]: Train Loss:0.0016961, Val MRR:0.23465, testrun_c9ec8d9c
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2023-04-25 19:27:15,672 - testrun_c9ec8d9c - [INFO] - [E:28| 1000]: Train Loss:0.0016989, Val MRR:0.23465, testrun_c9ec8d9c
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2023-04-25 19:28:19,539 - testrun_c9ec8d9c - [INFO] - [E:28| 1100]: Train Loss:0.001698, Val MRR:0.23465, testrun_c9ec8d9c
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2023-04-25 19:29:03,284 - testrun_c9ec8d9c - [INFO] - [Epoch:28]: Training Loss:0.001696
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2023-04-25 19:29:03,507 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 19:29:25,515 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 19:29:33,685 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 19:29:58,456 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 19:30:07,326 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 28 valid]:
|
|
MRR: Tail : 0.33849, Head : 0.13685, Avg : 0.23767
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|
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2023-04-25 19:30:08,391 - testrun_c9ec8d9c - [INFO] - [Epoch 28]: Training Loss: 0.0016961, Valid MRR: 0.23767,
|
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2023-04-25 19:30:09,046 - testrun_c9ec8d9c - [INFO] - [E:29| 0]: Train Loss:0.0017267, Val MRR:0.23767, testrun_c9ec8d9c
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2023-04-25 19:31:12,983 - testrun_c9ec8d9c - [INFO] - [E:29| 100]: Train Loss:0.0017525, Val MRR:0.23767, testrun_c9ec8d9c
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2023-04-25 19:32:16,826 - testrun_c9ec8d9c - [INFO] - [E:29| 200]: Train Loss:0.0016944, Val MRR:0.23767, testrun_c9ec8d9c
|
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2023-04-25 19:33:20,768 - testrun_c9ec8d9c - [INFO] - [E:29| 300]: Train Loss:0.0017014, Val MRR:0.23767, testrun_c9ec8d9c
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2023-04-25 19:34:24,631 - testrun_c9ec8d9c - [INFO] - [E:29| 400]: Train Loss:0.0016843, Val MRR:0.23767, testrun_c9ec8d9c
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2023-04-25 19:35:28,474 - testrun_c9ec8d9c - [INFO] - [E:29| 500]: Train Loss:0.0016836, Val MRR:0.23767, testrun_c9ec8d9c
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2023-04-25 19:36:32,341 - testrun_c9ec8d9c - [INFO] - [E:29| 600]: Train Loss:0.0016913, Val MRR:0.23767, testrun_c9ec8d9c
|
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2023-04-25 19:37:36,179 - testrun_c9ec8d9c - [INFO] - [E:29| 700]: Train Loss:0.0016857, Val MRR:0.23767, testrun_c9ec8d9c
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2023-04-25 19:38:40,034 - testrun_c9ec8d9c - [INFO] - [E:29| 800]: Train Loss:0.0016845, Val MRR:0.23767, testrun_c9ec8d9c
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2023-04-25 19:39:43,899 - testrun_c9ec8d9c - [INFO] - [E:29| 900]: Train Loss:0.0016859, Val MRR:0.23767, testrun_c9ec8d9c
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2023-04-25 19:40:47,769 - testrun_c9ec8d9c - [INFO] - [E:29| 1000]: Train Loss:0.00169, Val MRR:0.23767, testrun_c9ec8d9c
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2023-04-25 19:41:51,727 - testrun_c9ec8d9c - [INFO] - [E:29| 1100]: Train Loss:0.0016879, Val MRR:0.23767, testrun_c9ec8d9c
|
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2023-04-25 19:42:35,554 - testrun_c9ec8d9c - [INFO] - [Epoch:29]: Training Loss:0.001686
|
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|
|
2023-04-25 19:42:35,777 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 19:42:57,788 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-25 19:43:05,964 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 19:43:30,708 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 19:43:39,625 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 29 valid]:
|
|
MRR: Tail : 0.34367, Head : 0.13793, Avg : 0.2408
|
|
MR: Tail : 270.84, Head : 514.35, Avg : 392.6
|
|
Hit-1: Tail : 0.26347, Head : 0.08321, Avg : 0.17334
|
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Hit-3: Tail : 0.37879, Head : 0.14485, Avg : 0.26182
|
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Hit-10: Tail : 0.49484, Head : 0.24528, Avg : 0.37006
|
|
2023-04-25 19:43:40,682 - testrun_c9ec8d9c - [INFO] - [Epoch 29]: Training Loss: 0.0016859, Valid MRR: 0.2408,
|
|
|
|
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2023-04-25 19:43:41,340 - testrun_c9ec8d9c - [INFO] - [E:30| 0]: Train Loss:0.0014545, Val MRR:0.2408, testrun_c9ec8d9c
|
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2023-04-25 19:44:45,238 - testrun_c9ec8d9c - [INFO] - [E:30| 100]: Train Loss:0.0016668, Val MRR:0.2408, testrun_c9ec8d9c
|
|
2023-04-25 19:45:49,099 - testrun_c9ec8d9c - [INFO] - [E:30| 200]: Train Loss:0.0016603, Val MRR:0.2408, testrun_c9ec8d9c
|
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2023-04-25 19:46:53,038 - testrun_c9ec8d9c - [INFO] - [E:30| 300]: Train Loss:0.001663, Val MRR:0.2408, testrun_c9ec8d9c
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2023-04-25 19:47:57,026 - testrun_c9ec8d9c - [INFO] - [E:30| 400]: Train Loss:0.001668, Val MRR:0.2408, testrun_c9ec8d9c
|
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2023-04-25 19:49:00,946 - testrun_c9ec8d9c - [INFO] - [E:30| 500]: Train Loss:0.0016685, Val MRR:0.2408, testrun_c9ec8d9c
|
|
2023-04-25 19:50:04,894 - testrun_c9ec8d9c - [INFO] - [E:30| 600]: Train Loss:0.0016721, Val MRR:0.2408, testrun_c9ec8d9c
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2023-04-25 19:51:08,833 - testrun_c9ec8d9c - [INFO] - [E:30| 700]: Train Loss:0.001674, Val MRR:0.2408, testrun_c9ec8d9c
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2023-04-25 19:52:12,770 - testrun_c9ec8d9c - [INFO] - [E:30| 800]: Train Loss:0.001675, Val MRR:0.2408, testrun_c9ec8d9c
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2023-04-25 19:53:16,699 - testrun_c9ec8d9c - [INFO] - [E:30| 900]: Train Loss:0.0016733, Val MRR:0.2408, testrun_c9ec8d9c
|
|
2023-04-25 19:54:20,592 - testrun_c9ec8d9c - [INFO] - [E:30| 1000]: Train Loss:0.001676, Val MRR:0.2408, testrun_c9ec8d9c
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2023-04-25 19:55:24,569 - testrun_c9ec8d9c - [INFO] - [E:30| 1100]: Train Loss:0.0016767, Val MRR:0.2408, testrun_c9ec8d9c
|
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2023-04-25 19:56:08,365 - testrun_c9ec8d9c - [INFO] - [Epoch:30]: Training Loss:0.001676
|
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2023-04-25 19:56:08,588 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 19:56:30,585 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 19:56:38,768 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 19:57:03,525 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 19:57:12,424 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 30 valid]:
|
|
MRR: Tail : 0.34613, Head : 0.14268, Avg : 0.2444
|
|
|
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2023-04-25 19:57:13,470 - testrun_c9ec8d9c - [INFO] - [Epoch 30]: Training Loss: 0.0016762, Valid MRR: 0.2444,
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2023-04-25 19:57:14,125 - testrun_c9ec8d9c - [INFO] - [E:31| 0]: Train Loss:0.001878, Val MRR:0.2444, testrun_c9ec8d9c
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2023-04-25 19:58:18,023 - testrun_c9ec8d9c - [INFO] - [E:31| 100]: Train Loss:0.0017006, Val MRR:0.2444, testrun_c9ec8d9c
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2023-04-25 19:59:21,922 - testrun_c9ec8d9c - [INFO] - [E:31| 200]: Train Loss:0.0016844, Val MRR:0.2444, testrun_c9ec8d9c
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2023-04-25 20:00:25,754 - testrun_c9ec8d9c - [INFO] - [E:31| 300]: Train Loss:0.0016837, Val MRR:0.2444, testrun_c9ec8d9c
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2023-04-25 20:01:29,613 - testrun_c9ec8d9c - [INFO] - [E:31| 400]: Train Loss:0.0016729, Val MRR:0.2444, testrun_c9ec8d9c
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2023-04-25 20:02:33,461 - testrun_c9ec8d9c - [INFO] - [E:31| 500]: Train Loss:0.0016867, Val MRR:0.2444, testrun_c9ec8d9c
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2023-04-25 20:03:37,401 - testrun_c9ec8d9c - [INFO] - [E:31| 600]: Train Loss:0.0016767, Val MRR:0.2444, testrun_c9ec8d9c
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2023-04-25 20:04:41,379 - testrun_c9ec8d9c - [INFO] - [E:31| 700]: Train Loss:0.0016694, Val MRR:0.2444, testrun_c9ec8d9c
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2023-04-25 20:05:45,257 - testrun_c9ec8d9c - [INFO] - [E:31| 800]: Train Loss:0.0016736, Val MRR:0.2444, testrun_c9ec8d9c
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2023-04-25 20:06:49,141 - testrun_c9ec8d9c - [INFO] - [E:31| 900]: Train Loss:0.0016747, Val MRR:0.2444, testrun_c9ec8d9c
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2023-04-25 20:07:52,986 - testrun_c9ec8d9c - [INFO] - [E:31| 1000]: Train Loss:0.0016686, Val MRR:0.2444, testrun_c9ec8d9c
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2023-04-25 20:08:56,886 - testrun_c9ec8d9c - [INFO] - [E:31| 1100]: Train Loss:0.001669, Val MRR:0.2444, testrun_c9ec8d9c
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2023-04-25 20:09:40,709 - testrun_c9ec8d9c - [INFO] - [Epoch:31]: Training Loss:0.001667
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2023-04-25 20:09:40,932 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 20:10:02,945 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 20:10:11,120 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 20:10:35,834 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 20:10:44,767 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 31 valid]:
|
|
MRR: Tail : 0.34976, Head : 0.14558, Avg : 0.24767
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2023-04-25 20:10:45,817 - testrun_c9ec8d9c - [INFO] - [Epoch 31]: Training Loss: 0.0016666, Valid MRR: 0.24767,
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2023-04-25 20:10:46,471 - testrun_c9ec8d9c - [INFO] - [E:32| 0]: Train Loss:0.0018656, Val MRR:0.24767, testrun_c9ec8d9c
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2023-04-25 20:11:50,335 - testrun_c9ec8d9c - [INFO] - [E:32| 100]: Train Loss:0.0016626, Val MRR:0.24767, testrun_c9ec8d9c
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2023-04-25 20:12:54,305 - testrun_c9ec8d9c - [INFO] - [E:32| 200]: Train Loss:0.0016451, Val MRR:0.24767, testrun_c9ec8d9c
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2023-04-25 20:13:58,306 - testrun_c9ec8d9c - [INFO] - [E:32| 300]: Train Loss:0.0016537, Val MRR:0.24767, testrun_c9ec8d9c
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2023-04-25 20:15:02,183 - testrun_c9ec8d9c - [INFO] - [E:32| 400]: Train Loss:0.0016672, Val MRR:0.24767, testrun_c9ec8d9c
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2023-04-25 20:16:06,178 - testrun_c9ec8d9c - [INFO] - [E:32| 500]: Train Loss:0.0016534, Val MRR:0.24767, testrun_c9ec8d9c
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2023-04-25 20:17:10,050 - testrun_c9ec8d9c - [INFO] - [E:32| 600]: Train Loss:0.0016551, Val MRR:0.24767, testrun_c9ec8d9c
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2023-04-25 20:18:13,897 - testrun_c9ec8d9c - [INFO] - [E:32| 700]: Train Loss:0.001654, Val MRR:0.24767, testrun_c9ec8d9c
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2023-04-25 20:19:17,735 - testrun_c9ec8d9c - [INFO] - [E:32| 800]: Train Loss:0.0016575, Val MRR:0.24767, testrun_c9ec8d9c
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2023-04-25 20:20:21,589 - testrun_c9ec8d9c - [INFO] - [E:32| 900]: Train Loss:0.0016587, Val MRR:0.24767, testrun_c9ec8d9c
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2023-04-25 20:21:25,459 - testrun_c9ec8d9c - [INFO] - [E:32| 1000]: Train Loss:0.0016561, Val MRR:0.24767, testrun_c9ec8d9c
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2023-04-25 20:22:29,320 - testrun_c9ec8d9c - [INFO] - [E:32| 1100]: Train Loss:0.0016534, Val MRR:0.24767, testrun_c9ec8d9c
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2023-04-25 20:23:13,092 - testrun_c9ec8d9c - [INFO] - [Epoch:32]: Training Loss:0.001655
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2023-04-25 20:23:13,316 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 20:23:35,327 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 20:23:43,499 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 20:24:08,253 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 20:24:17,143 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 32 valid]:
|
|
MRR: Tail : 0.3536, Head : 0.14946, Avg : 0.25153
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|
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2023-04-25 20:24:18,180 - testrun_c9ec8d9c - [INFO] - [Epoch 32]: Training Loss: 0.0016547, Valid MRR: 0.25153,
|
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|
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2023-04-25 20:24:18,830 - testrun_c9ec8d9c - [INFO] - [E:33| 0]: Train Loss:0.0016386, Val MRR:0.25153, testrun_c9ec8d9c
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2023-04-25 20:25:22,728 - testrun_c9ec8d9c - [INFO] - [E:33| 100]: Train Loss:0.001665, Val MRR:0.25153, testrun_c9ec8d9c
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2023-04-25 20:26:26,615 - testrun_c9ec8d9c - [INFO] - [E:33| 200]: Train Loss:0.0016452, Val MRR:0.25153, testrun_c9ec8d9c
|
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2023-04-25 20:27:30,492 - testrun_c9ec8d9c - [INFO] - [E:33| 300]: Train Loss:0.0016465, Val MRR:0.25153, testrun_c9ec8d9c
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2023-04-25 20:28:34,383 - testrun_c9ec8d9c - [INFO] - [E:33| 400]: Train Loss:0.0016439, Val MRR:0.25153, testrun_c9ec8d9c
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2023-04-25 20:29:38,292 - testrun_c9ec8d9c - [INFO] - [E:33| 500]: Train Loss:0.0016382, Val MRR:0.25153, testrun_c9ec8d9c
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2023-04-25 20:30:42,216 - testrun_c9ec8d9c - [INFO] - [E:33| 600]: Train Loss:0.0016441, Val MRR:0.25153, testrun_c9ec8d9c
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2023-04-25 20:31:46,161 - testrun_c9ec8d9c - [INFO] - [E:33| 700]: Train Loss:0.0016454, Val MRR:0.25153, testrun_c9ec8d9c
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2023-04-25 20:32:50,122 - testrun_c9ec8d9c - [INFO] - [E:33| 800]: Train Loss:0.0016497, Val MRR:0.25153, testrun_c9ec8d9c
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2023-04-25 20:33:54,077 - testrun_c9ec8d9c - [INFO] - [E:33| 900]: Train Loss:0.0016505, Val MRR:0.25153, testrun_c9ec8d9c
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2023-04-25 20:34:57,979 - testrun_c9ec8d9c - [INFO] - [E:33| 1000]: Train Loss:0.0016501, Val MRR:0.25153, testrun_c9ec8d9c
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2023-04-25 20:36:01,889 - testrun_c9ec8d9c - [INFO] - [E:33| 1100]: Train Loss:0.0016478, Val MRR:0.25153, testrun_c9ec8d9c
|
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2023-04-25 20:36:45,602 - testrun_c9ec8d9c - [INFO] - [Epoch:33]: Training Loss:0.001646
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2023-04-25 20:36:45,825 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 20:37:07,828 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 20:37:15,999 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 20:37:40,623 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 20:37:49,572 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 33 valid]:
|
|
MRR: Tail : 0.35575, Head : 0.15374, Avg : 0.25475
|
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|
|
2023-04-25 20:37:50,618 - testrun_c9ec8d9c - [INFO] - [Epoch 33]: Training Loss: 0.0016465, Valid MRR: 0.25475,
|
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|
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2023-04-25 20:37:51,273 - testrun_c9ec8d9c - [INFO] - [E:34| 0]: Train Loss:0.0015408, Val MRR:0.25475, testrun_c9ec8d9c
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2023-04-25 20:38:55,166 - testrun_c9ec8d9c - [INFO] - [E:34| 100]: Train Loss:0.001624, Val MRR:0.25475, testrun_c9ec8d9c
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2023-04-25 20:39:59,059 - testrun_c9ec8d9c - [INFO] - [E:34| 200]: Train Loss:0.0016237, Val MRR:0.25475, testrun_c9ec8d9c
|
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2023-04-25 20:41:02,936 - testrun_c9ec8d9c - [INFO] - [E:34| 300]: Train Loss:0.0016363, Val MRR:0.25475, testrun_c9ec8d9c
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2023-04-25 20:42:06,818 - testrun_c9ec8d9c - [INFO] - [E:34| 400]: Train Loss:0.0016337, Val MRR:0.25475, testrun_c9ec8d9c
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2023-04-25 20:43:10,694 - testrun_c9ec8d9c - [INFO] - [E:34| 500]: Train Loss:0.0016338, Val MRR:0.25475, testrun_c9ec8d9c
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2023-04-25 20:44:14,592 - testrun_c9ec8d9c - [INFO] - [E:34| 600]: Train Loss:0.0016411, Val MRR:0.25475, testrun_c9ec8d9c
|
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2023-04-25 20:45:18,477 - testrun_c9ec8d9c - [INFO] - [E:34| 700]: Train Loss:0.0016458, Val MRR:0.25475, testrun_c9ec8d9c
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2023-04-25 20:46:22,293 - testrun_c9ec8d9c - [INFO] - [E:34| 800]: Train Loss:0.0016413, Val MRR:0.25475, testrun_c9ec8d9c
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2023-04-25 20:47:26,119 - testrun_c9ec8d9c - [INFO] - [E:34| 900]: Train Loss:0.0016389, Val MRR:0.25475, testrun_c9ec8d9c
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2023-04-25 20:48:29,983 - testrun_c9ec8d9c - [INFO] - [E:34| 1000]: Train Loss:0.0016381, Val MRR:0.25475, testrun_c9ec8d9c
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2023-04-25 20:49:33,928 - testrun_c9ec8d9c - [INFO] - [E:34| 1100]: Train Loss:0.0016371, Val MRR:0.25475, testrun_c9ec8d9c
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2023-04-25 20:50:17,734 - testrun_c9ec8d9c - [INFO] - [Epoch:34]: Training Loss:0.001637
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2023-04-25 20:50:17,957 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 20:50:39,974 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-25 20:50:48,132 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 20:51:12,829 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 20:51:21,714 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 34 valid]:
|
|
MRR: Tail : 0.3578, Head : 0.15692, Avg : 0.25736
|
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|
|
2023-04-25 20:51:22,752 - testrun_c9ec8d9c - [INFO] - [Epoch 34]: Training Loss: 0.0016375, Valid MRR: 0.25736,
|
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|
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2023-04-25 20:51:23,405 - testrun_c9ec8d9c - [INFO] - [E:35| 0]: Train Loss:0.0020154, Val MRR:0.25736, testrun_c9ec8d9c
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2023-04-25 20:52:27,260 - testrun_c9ec8d9c - [INFO] - [E:35| 100]: Train Loss:0.0016147, Val MRR:0.25736, testrun_c9ec8d9c
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2023-04-25 20:53:31,094 - testrun_c9ec8d9c - [INFO] - [E:35| 200]: Train Loss:0.0016408, Val MRR:0.25736, testrun_c9ec8d9c
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2023-04-25 20:54:34,928 - testrun_c9ec8d9c - [INFO] - [E:35| 300]: Train Loss:0.0016376, Val MRR:0.25736, testrun_c9ec8d9c
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2023-04-25 20:55:38,786 - testrun_c9ec8d9c - [INFO] - [E:35| 400]: Train Loss:0.001635, Val MRR:0.25736, testrun_c9ec8d9c
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2023-04-25 20:56:42,590 - testrun_c9ec8d9c - [INFO] - [E:35| 500]: Train Loss:0.0016273, Val MRR:0.25736, testrun_c9ec8d9c
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2023-04-25 20:57:46,395 - testrun_c9ec8d9c - [INFO] - [E:35| 600]: Train Loss:0.0016187, Val MRR:0.25736, testrun_c9ec8d9c
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|
2023-04-25 20:58:50,205 - testrun_c9ec8d9c - [INFO] - [E:35| 700]: Train Loss:0.0016228, Val MRR:0.25736, testrun_c9ec8d9c
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2023-04-25 20:59:54,021 - testrun_c9ec8d9c - [INFO] - [E:35| 800]: Train Loss:0.0016271, Val MRR:0.25736, testrun_c9ec8d9c
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2023-04-25 21:00:57,844 - testrun_c9ec8d9c - [INFO] - [E:35| 900]: Train Loss:0.0016308, Val MRR:0.25736, testrun_c9ec8d9c
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2023-04-25 21:02:01,669 - testrun_c9ec8d9c - [INFO] - [E:35| 1000]: Train Loss:0.0016311, Val MRR:0.25736, testrun_c9ec8d9c
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2023-04-25 21:03:05,504 - testrun_c9ec8d9c - [INFO] - [E:35| 1100]: Train Loss:0.0016294, Val MRR:0.25736, testrun_c9ec8d9c
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2023-04-25 21:03:49,210 - testrun_c9ec8d9c - [INFO] - [Epoch:35]: Training Loss:0.001632
|
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2023-04-25 21:03:49,433 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 21:04:11,419 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 21:04:19,575 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 21:04:44,263 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 21:04:53,190 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 35 valid]:
|
|
MRR: Tail : 0.35954, Head : 0.15611, Avg : 0.25782
|
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|
|
2023-04-25 21:04:54,244 - testrun_c9ec8d9c - [INFO] - [Epoch 35]: Training Loss: 0.0016318, Valid MRR: 0.25782,
|
|
|
|
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2023-04-25 21:04:54,898 - testrun_c9ec8d9c - [INFO] - [E:36| 0]: Train Loss:0.0015148, Val MRR:0.25782, testrun_c9ec8d9c
|
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2023-04-25 21:05:58,773 - testrun_c9ec8d9c - [INFO] - [E:36| 100]: Train Loss:0.0016462, Val MRR:0.25782, testrun_c9ec8d9c
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|
2023-04-25 21:07:02,616 - testrun_c9ec8d9c - [INFO] - [E:36| 200]: Train Loss:0.001636, Val MRR:0.25782, testrun_c9ec8d9c
|
|
2023-04-25 21:08:06,463 - testrun_c9ec8d9c - [INFO] - [E:36| 300]: Train Loss:0.0016137, Val MRR:0.25782, testrun_c9ec8d9c
|
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2023-04-25 21:09:10,465 - testrun_c9ec8d9c - [INFO] - [E:36| 400]: Train Loss:0.0016177, Val MRR:0.25782, testrun_c9ec8d9c
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2023-04-25 21:10:14,427 - testrun_c9ec8d9c - [INFO] - [E:36| 500]: Train Loss:0.0016164, Val MRR:0.25782, testrun_c9ec8d9c
|
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2023-04-25 21:11:18,362 - testrun_c9ec8d9c - [INFO] - [E:36| 600]: Train Loss:0.0016242, Val MRR:0.25782, testrun_c9ec8d9c
|
|
2023-04-25 21:12:22,192 - testrun_c9ec8d9c - [INFO] - [E:36| 700]: Train Loss:0.0016231, Val MRR:0.25782, testrun_c9ec8d9c
|
|
2023-04-25 21:13:26,062 - testrun_c9ec8d9c - [INFO] - [E:36| 800]: Train Loss:0.0016264, Val MRR:0.25782, testrun_c9ec8d9c
|
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2023-04-25 21:14:29,887 - testrun_c9ec8d9c - [INFO] - [E:36| 900]: Train Loss:0.0016254, Val MRR:0.25782, testrun_c9ec8d9c
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2023-04-25 21:15:33,717 - testrun_c9ec8d9c - [INFO] - [E:36| 1000]: Train Loss:0.0016267, Val MRR:0.25782, testrun_c9ec8d9c
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2023-04-25 21:16:37,576 - testrun_c9ec8d9c - [INFO] - [E:36| 1100]: Train Loss:0.001624, Val MRR:0.25782, testrun_c9ec8d9c
|
|
2023-04-25 21:17:21,343 - testrun_c9ec8d9c - [INFO] - [Epoch:36]: Training Loss:0.001623
|
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|
|
2023-04-25 21:17:21,566 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 21:17:43,539 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-25 21:17:51,707 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 21:18:16,388 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 21:18:25,305 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 36 valid]:
|
|
MRR: Tail : 0.3615, Head : 0.16025, Avg : 0.26088
|
|
|
|
2023-04-25 21:18:26,350 - testrun_c9ec8d9c - [INFO] - [Epoch 36]: Training Loss: 0.0016234, Valid MRR: 0.26088,
|
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2023-04-25 21:18:27,005 - testrun_c9ec8d9c - [INFO] - [E:37| 0]: Train Loss:0.0014981, Val MRR:0.26088, testrun_c9ec8d9c
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2023-04-25 21:19:30,937 - testrun_c9ec8d9c - [INFO] - [E:37| 100]: Train Loss:0.0016157, Val MRR:0.26088, testrun_c9ec8d9c
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2023-04-25 21:20:34,893 - testrun_c9ec8d9c - [INFO] - [E:37| 200]: Train Loss:0.0016025, Val MRR:0.26088, testrun_c9ec8d9c
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2023-04-25 21:21:38,830 - testrun_c9ec8d9c - [INFO] - [E:37| 300]: Train Loss:0.0015979, Val MRR:0.26088, testrun_c9ec8d9c
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2023-04-25 21:22:42,698 - testrun_c9ec8d9c - [INFO] - [E:37| 400]: Train Loss:0.001601, Val MRR:0.26088, testrun_c9ec8d9c
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2023-04-25 21:23:46,547 - testrun_c9ec8d9c - [INFO] - [E:37| 500]: Train Loss:0.0016061, Val MRR:0.26088, testrun_c9ec8d9c
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2023-04-25 21:24:50,392 - testrun_c9ec8d9c - [INFO] - [E:37| 600]: Train Loss:0.0016134, Val MRR:0.26088, testrun_c9ec8d9c
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2023-04-25 21:25:54,318 - testrun_c9ec8d9c - [INFO] - [E:37| 700]: Train Loss:0.001616, Val MRR:0.26088, testrun_c9ec8d9c
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2023-04-25 21:26:58,186 - testrun_c9ec8d9c - [INFO] - [E:37| 800]: Train Loss:0.0016175, Val MRR:0.26088, testrun_c9ec8d9c
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2023-04-25 21:28:02,118 - testrun_c9ec8d9c - [INFO] - [E:37| 900]: Train Loss:0.0016212, Val MRR:0.26088, testrun_c9ec8d9c
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2023-04-25 21:29:06,023 - testrun_c9ec8d9c - [INFO] - [E:37| 1000]: Train Loss:0.0016215, Val MRR:0.26088, testrun_c9ec8d9c
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2023-04-25 21:30:09,914 - testrun_c9ec8d9c - [INFO] - [E:37| 1100]: Train Loss:0.0016183, Val MRR:0.26088, testrun_c9ec8d9c
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2023-04-25 21:30:53,688 - testrun_c9ec8d9c - [INFO] - [Epoch:37]: Training Loss:0.001617
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2023-04-25 21:30:53,912 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 21:31:15,910 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 21:31:24,083 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 21:31:48,833 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 21:31:57,759 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 37 valid]:
|
|
MRR: Tail : 0.3635, Head : 0.16366, Avg : 0.26358
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2023-04-25 21:31:58,815 - testrun_c9ec8d9c - [INFO] - [Epoch 37]: Training Loss: 0.0016172, Valid MRR: 0.26358,
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2023-04-25 21:31:59,466 - testrun_c9ec8d9c - [INFO] - [E:38| 0]: Train Loss:0.0014296, Val MRR:0.26358, testrun_c9ec8d9c
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2023-04-25 21:33:03,327 - testrun_c9ec8d9c - [INFO] - [E:38| 100]: Train Loss:0.0015626, Val MRR:0.26358, testrun_c9ec8d9c
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2023-04-25 21:34:07,206 - testrun_c9ec8d9c - [INFO] - [E:38| 200]: Train Loss:0.0016155, Val MRR:0.26358, testrun_c9ec8d9c
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2023-04-25 21:35:11,110 - testrun_c9ec8d9c - [INFO] - [E:38| 300]: Train Loss:0.0016024, Val MRR:0.26358, testrun_c9ec8d9c
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2023-04-25 21:36:14,989 - testrun_c9ec8d9c - [INFO] - [E:38| 400]: Train Loss:0.0016043, Val MRR:0.26358, testrun_c9ec8d9c
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2023-04-25 21:37:18,898 - testrun_c9ec8d9c - [INFO] - [E:38| 500]: Train Loss:0.0016103, Val MRR:0.26358, testrun_c9ec8d9c
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2023-04-25 21:38:22,816 - testrun_c9ec8d9c - [INFO] - [E:38| 600]: Train Loss:0.001607, Val MRR:0.26358, testrun_c9ec8d9c
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2023-04-25 21:39:26,695 - testrun_c9ec8d9c - [INFO] - [E:38| 700]: Train Loss:0.0016102, Val MRR:0.26358, testrun_c9ec8d9c
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2023-04-25 21:40:30,607 - testrun_c9ec8d9c - [INFO] - [E:38| 800]: Train Loss:0.0016068, Val MRR:0.26358, testrun_c9ec8d9c
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2023-04-25 21:41:34,498 - testrun_c9ec8d9c - [INFO] - [E:38| 900]: Train Loss:0.0016093, Val MRR:0.26358, testrun_c9ec8d9c
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2023-04-25 21:42:38,361 - testrun_c9ec8d9c - [INFO] - [E:38| 1000]: Train Loss:0.0016091, Val MRR:0.26358, testrun_c9ec8d9c
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2023-04-25 21:43:42,199 - testrun_c9ec8d9c - [INFO] - [E:38| 1100]: Train Loss:0.0016098, Val MRR:0.26358, testrun_c9ec8d9c
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2023-04-25 21:44:25,937 - testrun_c9ec8d9c - [INFO] - [Epoch:38]: Training Loss:0.001608
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2023-04-25 21:44:26,158 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 21:44:48,135 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 21:44:56,291 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 21:45:21,047 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 21:45:29,920 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 38 valid]:
|
|
MRR: Tail : 0.36602, Head : 0.16338, Avg : 0.2647
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2023-04-25 21:45:30,968 - testrun_c9ec8d9c - [INFO] - [Epoch 38]: Training Loss: 0.0016084, Valid MRR: 0.2647,
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2023-04-25 21:45:31,631 - testrun_c9ec8d9c - [INFO] - [E:39| 0]: Train Loss:0.0015085, Val MRR:0.2647, testrun_c9ec8d9c
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2023-04-25 21:46:35,498 - testrun_c9ec8d9c - [INFO] - [E:39| 100]: Train Loss:0.0016316, Val MRR:0.2647, testrun_c9ec8d9c
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2023-04-25 21:47:39,304 - testrun_c9ec8d9c - [INFO] - [E:39| 200]: Train Loss:0.0016214, Val MRR:0.2647, testrun_c9ec8d9c
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2023-04-25 21:48:43,119 - testrun_c9ec8d9c - [INFO] - [E:39| 300]: Train Loss:0.0016066, Val MRR:0.2647, testrun_c9ec8d9c
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2023-04-25 21:49:46,940 - testrun_c9ec8d9c - [INFO] - [E:39| 400]: Train Loss:0.0016288, Val MRR:0.2647, testrun_c9ec8d9c
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2023-04-25 21:50:50,767 - testrun_c9ec8d9c - [INFO] - [E:39| 500]: Train Loss:0.0016283, Val MRR:0.2647, testrun_c9ec8d9c
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2023-04-25 21:51:54,584 - testrun_c9ec8d9c - [INFO] - [E:39| 600]: Train Loss:0.0016205, Val MRR:0.2647, testrun_c9ec8d9c
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2023-04-25 21:52:58,409 - testrun_c9ec8d9c - [INFO] - [E:39| 700]: Train Loss:0.0016128, Val MRR:0.2647, testrun_c9ec8d9c
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2023-04-25 21:54:02,355 - testrun_c9ec8d9c - [INFO] - [E:39| 800]: Train Loss:0.0016072, Val MRR:0.2647, testrun_c9ec8d9c
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2023-04-25 21:55:06,336 - testrun_c9ec8d9c - [INFO] - [E:39| 900]: Train Loss:0.0016066, Val MRR:0.2647, testrun_c9ec8d9c
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2023-04-25 21:56:10,183 - testrun_c9ec8d9c - [INFO] - [E:39| 1000]: Train Loss:0.0016076, Val MRR:0.2647, testrun_c9ec8d9c
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2023-04-25 21:57:14,044 - testrun_c9ec8d9c - [INFO] - [E:39| 1100]: Train Loss:0.0016056, Val MRR:0.2647, testrun_c9ec8d9c
|
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2023-04-25 21:57:57,796 - testrun_c9ec8d9c - [INFO] - [Epoch:39]: Training Loss:0.001603
|
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|
|
2023-04-25 21:57:58,021 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 21:58:20,013 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 21:58:28,180 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 21:58:52,879 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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|
2023-04-25 21:59:01,788 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 39 valid]:
|
|
MRR: Tail : 0.36802, Head : 0.16474, Avg : 0.26638
|
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MR: Tail : 216.95, Head : 452.47, Avg : 334.71
|
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Hit-1: Tail : 0.28509, Head : 0.10271, Avg : 0.1939
|
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Hit-3: Tail : 0.40393, Head : 0.17764, Avg : 0.29079
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Hit-10: Tail : 0.52683, Head : 0.28651, Avg : 0.40667
|
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2023-04-25 21:59:02,841 - testrun_c9ec8d9c - [INFO] - [Epoch 39]: Training Loss: 0.0016026, Valid MRR: 0.26638,
|
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|
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2023-04-25 21:59:03,494 - testrun_c9ec8d9c - [INFO] - [E:40| 0]: Train Loss:0.0013946, Val MRR:0.26638, testrun_c9ec8d9c
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2023-04-25 22:00:07,462 - testrun_c9ec8d9c - [INFO] - [E:40| 100]: Train Loss:0.0015458, Val MRR:0.26638, testrun_c9ec8d9c
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2023-04-25 22:01:11,438 - testrun_c9ec8d9c - [INFO] - [E:40| 200]: Train Loss:0.0015888, Val MRR:0.26638, testrun_c9ec8d9c
|
|
2023-04-25 22:02:15,346 - testrun_c9ec8d9c - [INFO] - [E:40| 300]: Train Loss:0.0015969, Val MRR:0.26638, testrun_c9ec8d9c
|
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2023-04-25 22:03:19,228 - testrun_c9ec8d9c - [INFO] - [E:40| 400]: Train Loss:0.0016012, Val MRR:0.26638, testrun_c9ec8d9c
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2023-04-25 22:04:23,207 - testrun_c9ec8d9c - [INFO] - [E:40| 500]: Train Loss:0.0016021, Val MRR:0.26638, testrun_c9ec8d9c
|
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2023-04-25 22:05:27,095 - testrun_c9ec8d9c - [INFO] - [E:40| 600]: Train Loss:0.0015981, Val MRR:0.26638, testrun_c9ec8d9c
|
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2023-04-25 22:06:30,911 - testrun_c9ec8d9c - [INFO] - [E:40| 700]: Train Loss:0.001601, Val MRR:0.26638, testrun_c9ec8d9c
|
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2023-04-25 22:07:34,713 - testrun_c9ec8d9c - [INFO] - [E:40| 800]: Train Loss:0.001598, Val MRR:0.26638, testrun_c9ec8d9c
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2023-04-25 22:08:38,533 - testrun_c9ec8d9c - [INFO] - [E:40| 900]: Train Loss:0.001596, Val MRR:0.26638, testrun_c9ec8d9c
|
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2023-04-25 22:09:42,355 - testrun_c9ec8d9c - [INFO] - [E:40| 1000]: Train Loss:0.0015957, Val MRR:0.26638, testrun_c9ec8d9c
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2023-04-25 22:10:46,160 - testrun_c9ec8d9c - [INFO] - [E:40| 1100]: Train Loss:0.0015961, Val MRR:0.26638, testrun_c9ec8d9c
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2023-04-25 22:11:29,854 - testrun_c9ec8d9c - [INFO] - [Epoch:40]: Training Loss:0.001595
|
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|
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2023-04-25 22:11:30,077 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 22:11:52,059 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-25 22:12:00,218 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 22:12:24,931 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 22:12:33,859 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 40 valid]:
|
|
MRR: Tail : 0.37008, Head : 0.16969, Avg : 0.26989
|
|
|
|
2023-04-25 22:12:34,895 - testrun_c9ec8d9c - [INFO] - [Epoch 40]: Training Loss: 0.001595, Valid MRR: 0.26989,
|
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2023-04-25 22:12:35,548 - testrun_c9ec8d9c - [INFO] - [E:41| 0]: Train Loss:0.0013508, Val MRR:0.26989, testrun_c9ec8d9c
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2023-04-25 22:13:39,368 - testrun_c9ec8d9c - [INFO] - [E:41| 100]: Train Loss:0.0015713, Val MRR:0.26989, testrun_c9ec8d9c
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2023-04-25 22:14:43,297 - testrun_c9ec8d9c - [INFO] - [E:41| 200]: Train Loss:0.0015774, Val MRR:0.26989, testrun_c9ec8d9c
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2023-04-25 22:15:47,139 - testrun_c9ec8d9c - [INFO] - [E:41| 300]: Train Loss:0.0015792, Val MRR:0.26989, testrun_c9ec8d9c
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2023-04-25 22:16:51,059 - testrun_c9ec8d9c - [INFO] - [E:41| 400]: Train Loss:0.0015784, Val MRR:0.26989, testrun_c9ec8d9c
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2023-04-25 22:17:54,986 - testrun_c9ec8d9c - [INFO] - [E:41| 500]: Train Loss:0.0015789, Val MRR:0.26989, testrun_c9ec8d9c
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2023-04-25 22:18:58,893 - testrun_c9ec8d9c - [INFO] - [E:41| 600]: Train Loss:0.0015844, Val MRR:0.26989, testrun_c9ec8d9c
|
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2023-04-25 22:20:02,798 - testrun_c9ec8d9c - [INFO] - [E:41| 700]: Train Loss:0.0015786, Val MRR:0.26989, testrun_c9ec8d9c
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2023-04-25 22:21:06,619 - testrun_c9ec8d9c - [INFO] - [E:41| 800]: Train Loss:0.0015791, Val MRR:0.26989, testrun_c9ec8d9c
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2023-04-25 22:22:10,435 - testrun_c9ec8d9c - [INFO] - [E:41| 900]: Train Loss:0.0015812, Val MRR:0.26989, testrun_c9ec8d9c
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2023-04-25 22:23:14,263 - testrun_c9ec8d9c - [INFO] - [E:41| 1000]: Train Loss:0.0015851, Val MRR:0.26989, testrun_c9ec8d9c
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2023-04-25 22:24:18,176 - testrun_c9ec8d9c - [INFO] - [E:41| 1100]: Train Loss:0.0015855, Val MRR:0.26989, testrun_c9ec8d9c
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2023-04-25 22:25:01,994 - testrun_c9ec8d9c - [INFO] - [Epoch:41]: Training Loss:0.00159
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2023-04-25 22:25:02,217 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 22:25:24,246 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-25 22:25:32,442 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 22:25:57,135 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 22:26:06,065 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 41 valid]:
|
|
MRR: Tail : 0.36773, Head : 0.16859, Avg : 0.26816
|
|
|
|
2023-04-25 22:26:06,065 - testrun_c9ec8d9c - [INFO] - [Epoch 41]: Training Loss: 0.0015898, Valid MRR: 0.26989,
|
|
|
|
|
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|
2023-04-25 22:26:06,716 - testrun_c9ec8d9c - [INFO] - [E:42| 0]: Train Loss:0.001382, Val MRR:0.26989, testrun_c9ec8d9c
|
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2023-04-25 22:27:10,636 - testrun_c9ec8d9c - [INFO] - [E:42| 100]: Train Loss:0.0015705, Val MRR:0.26989, testrun_c9ec8d9c
|
|
2023-04-25 22:28:14,470 - testrun_c9ec8d9c - [INFO] - [E:42| 200]: Train Loss:0.0015814, Val MRR:0.26989, testrun_c9ec8d9c
|
|
2023-04-25 22:29:18,347 - testrun_c9ec8d9c - [INFO] - [E:42| 300]: Train Loss:0.0015807, Val MRR:0.26989, testrun_c9ec8d9c
|
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2023-04-25 22:30:22,245 - testrun_c9ec8d9c - [INFO] - [E:42| 400]: Train Loss:0.0015807, Val MRR:0.26989, testrun_c9ec8d9c
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2023-04-25 22:31:26,207 - testrun_c9ec8d9c - [INFO] - [E:42| 500]: Train Loss:0.0015732, Val MRR:0.26989, testrun_c9ec8d9c
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2023-04-25 22:32:30,078 - testrun_c9ec8d9c - [INFO] - [E:42| 600]: Train Loss:0.001579, Val MRR:0.26989, testrun_c9ec8d9c
|
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2023-04-25 22:33:33,909 - testrun_c9ec8d9c - [INFO] - [E:42| 700]: Train Loss:0.0015812, Val MRR:0.26989, testrun_c9ec8d9c
|
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2023-04-25 22:34:37,747 - testrun_c9ec8d9c - [INFO] - [E:42| 800]: Train Loss:0.001581, Val MRR:0.26989, testrun_c9ec8d9c
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2023-04-25 22:35:41,567 - testrun_c9ec8d9c - [INFO] - [E:42| 900]: Train Loss:0.0015848, Val MRR:0.26989, testrun_c9ec8d9c
|
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2023-04-25 22:36:45,364 - testrun_c9ec8d9c - [INFO] - [E:42| 1000]: Train Loss:0.0015861, Val MRR:0.26989, testrun_c9ec8d9c
|
|
2023-04-25 22:37:49,185 - testrun_c9ec8d9c - [INFO] - [E:42| 1100]: Train Loss:0.0015877, Val MRR:0.26989, testrun_c9ec8d9c
|
|
2023-04-25 22:38:32,971 - testrun_c9ec8d9c - [INFO] - [Epoch:42]: Training Loss:0.001586
|
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|
|
2023-04-25 22:38:33,194 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 22:38:55,178 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 22:39:03,363 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 22:39:28,104 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 22:39:36,998 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 42 valid]:
|
|
MRR: Tail : 0.37389, Head : 0.17074, Avg : 0.27231
|
|
|
|
2023-04-25 22:39:38,218 - testrun_c9ec8d9c - [INFO] - [Epoch 42]: Training Loss: 0.0015856, Valid MRR: 0.27231,
|
|
|
|
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2023-04-25 22:39:38,873 - testrun_c9ec8d9c - [INFO] - [E:43| 0]: Train Loss:0.0014811, Val MRR:0.27231, testrun_c9ec8d9c
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|
2023-04-25 22:40:42,835 - testrun_c9ec8d9c - [INFO] - [E:43| 100]: Train Loss:0.0015555, Val MRR:0.27231, testrun_c9ec8d9c
|
|
2023-04-25 22:41:46,803 - testrun_c9ec8d9c - [INFO] - [E:43| 200]: Train Loss:0.0015584, Val MRR:0.27231, testrun_c9ec8d9c
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2023-04-25 22:42:50,758 - testrun_c9ec8d9c - [INFO] - [E:43| 300]: Train Loss:0.0015569, Val MRR:0.27231, testrun_c9ec8d9c
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2023-04-25 22:43:54,649 - testrun_c9ec8d9c - [INFO] - [E:43| 400]: Train Loss:0.0015647, Val MRR:0.27231, testrun_c9ec8d9c
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2023-04-25 22:44:58,448 - testrun_c9ec8d9c - [INFO] - [E:43| 500]: Train Loss:0.0015629, Val MRR:0.27231, testrun_c9ec8d9c
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2023-04-25 22:46:02,353 - testrun_c9ec8d9c - [INFO] - [E:43| 600]: Train Loss:0.0015627, Val MRR:0.27231, testrun_c9ec8d9c
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2023-04-25 22:47:06,272 - testrun_c9ec8d9c - [INFO] - [E:43| 700]: Train Loss:0.0015643, Val MRR:0.27231, testrun_c9ec8d9c
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2023-04-25 22:48:10,225 - testrun_c9ec8d9c - [INFO] - [E:43| 800]: Train Loss:0.0015688, Val MRR:0.27231, testrun_c9ec8d9c
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2023-04-25 22:49:14,146 - testrun_c9ec8d9c - [INFO] - [E:43| 900]: Train Loss:0.0015714, Val MRR:0.27231, testrun_c9ec8d9c
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2023-04-25 22:50:17,956 - testrun_c9ec8d9c - [INFO] - [E:43| 1000]: Train Loss:0.0015756, Val MRR:0.27231, testrun_c9ec8d9c
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2023-04-25 22:51:21,750 - testrun_c9ec8d9c - [INFO] - [E:43| 1100]: Train Loss:0.0015782, Val MRR:0.27231, testrun_c9ec8d9c
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2023-04-25 22:52:05,437 - testrun_c9ec8d9c - [INFO] - [Epoch:43]: Training Loss:0.001578
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2023-04-25 22:52:05,659 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 22:52:27,639 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 22:52:35,824 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 22:53:00,475 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 22:53:09,384 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 43 valid]:
|
|
MRR: Tail : 0.37428, Head : 0.172, Avg : 0.27314
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|
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2023-04-25 22:53:10,429 - testrun_c9ec8d9c - [INFO] - [Epoch 43]: Training Loss: 0.0015784, Valid MRR: 0.27314,
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2023-04-25 22:53:11,080 - testrun_c9ec8d9c - [INFO] - [E:44| 0]: Train Loss:0.0016466, Val MRR:0.27314, testrun_c9ec8d9c
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2023-04-25 22:54:14,886 - testrun_c9ec8d9c - [INFO] - [E:44| 100]: Train Loss:0.0015743, Val MRR:0.27314, testrun_c9ec8d9c
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2023-04-25 22:55:18,699 - testrun_c9ec8d9c - [INFO] - [E:44| 200]: Train Loss:0.0015732, Val MRR:0.27314, testrun_c9ec8d9c
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2023-04-25 22:56:22,497 - testrun_c9ec8d9c - [INFO] - [E:44| 300]: Train Loss:0.001577, Val MRR:0.27314, testrun_c9ec8d9c
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2023-04-25 22:57:26,305 - testrun_c9ec8d9c - [INFO] - [E:44| 400]: Train Loss:0.0015758, Val MRR:0.27314, testrun_c9ec8d9c
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2023-04-25 22:58:30,109 - testrun_c9ec8d9c - [INFO] - [E:44| 500]: Train Loss:0.0015675, Val MRR:0.27314, testrun_c9ec8d9c
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2023-04-25 22:59:33,912 - testrun_c9ec8d9c - [INFO] - [E:44| 600]: Train Loss:0.0015709, Val MRR:0.27314, testrun_c9ec8d9c
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2023-04-25 23:00:37,759 - testrun_c9ec8d9c - [INFO] - [E:44| 700]: Train Loss:0.0015672, Val MRR:0.27314, testrun_c9ec8d9c
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2023-04-25 23:01:41,634 - testrun_c9ec8d9c - [INFO] - [E:44| 800]: Train Loss:0.0015652, Val MRR:0.27314, testrun_c9ec8d9c
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2023-04-25 23:02:45,558 - testrun_c9ec8d9c - [INFO] - [E:44| 900]: Train Loss:0.0015688, Val MRR:0.27314, testrun_c9ec8d9c
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2023-04-25 23:03:49,434 - testrun_c9ec8d9c - [INFO] - [E:44| 1000]: Train Loss:0.0015725, Val MRR:0.27314, testrun_c9ec8d9c
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2023-04-25 23:04:53,275 - testrun_c9ec8d9c - [INFO] - [E:44| 1100]: Train Loss:0.0015735, Val MRR:0.27314, testrun_c9ec8d9c
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2023-04-25 23:05:36,989 - testrun_c9ec8d9c - [INFO] - [Epoch:44]: Training Loss:0.001572
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2023-04-25 23:05:37,213 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 23:05:59,199 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 23:06:07,366 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 23:06:32,099 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 23:06:40,965 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 44 valid]:
|
|
MRR: Tail : 0.3767, Head : 0.17477, Avg : 0.27573
|
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2023-04-25 23:06:42,003 - testrun_c9ec8d9c - [INFO] - [Epoch 44]: Training Loss: 0.001572, Valid MRR: 0.27573,
|
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2023-04-25 23:06:42,655 - testrun_c9ec8d9c - [INFO] - [E:45| 0]: Train Loss:0.0016463, Val MRR:0.27573, testrun_c9ec8d9c
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2023-04-25 23:07:46,477 - testrun_c9ec8d9c - [INFO] - [E:45| 100]: Train Loss:0.0015241, Val MRR:0.27573, testrun_c9ec8d9c
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2023-04-25 23:08:50,380 - testrun_c9ec8d9c - [INFO] - [E:45| 200]: Train Loss:0.0015412, Val MRR:0.27573, testrun_c9ec8d9c
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2023-04-25 23:09:54,248 - testrun_c9ec8d9c - [INFO] - [E:45| 300]: Train Loss:0.0015505, Val MRR:0.27573, testrun_c9ec8d9c
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2023-04-25 23:10:58,035 - testrun_c9ec8d9c - [INFO] - [E:45| 400]: Train Loss:0.0015589, Val MRR:0.27573, testrun_c9ec8d9c
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2023-04-25 23:12:01,881 - testrun_c9ec8d9c - [INFO] - [E:45| 500]: Train Loss:0.0015602, Val MRR:0.27573, testrun_c9ec8d9c
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2023-04-25 23:13:05,758 - testrun_c9ec8d9c - [INFO] - [E:45| 600]: Train Loss:0.0015576, Val MRR:0.27573, testrun_c9ec8d9c
|
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2023-04-25 23:14:09,617 - testrun_c9ec8d9c - [INFO] - [E:45| 700]: Train Loss:0.0015617, Val MRR:0.27573, testrun_c9ec8d9c
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2023-04-25 23:15:13,465 - testrun_c9ec8d9c - [INFO] - [E:45| 800]: Train Loss:0.0015632, Val MRR:0.27573, testrun_c9ec8d9c
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2023-04-25 23:16:17,310 - testrun_c9ec8d9c - [INFO] - [E:45| 900]: Train Loss:0.0015668, Val MRR:0.27573, testrun_c9ec8d9c
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2023-04-25 23:17:21,149 - testrun_c9ec8d9c - [INFO] - [E:45| 1000]: Train Loss:0.0015646, Val MRR:0.27573, testrun_c9ec8d9c
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|
2023-04-25 23:18:24,983 - testrun_c9ec8d9c - [INFO] - [E:45| 1100]: Train Loss:0.0015663, Val MRR:0.27573, testrun_c9ec8d9c
|
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2023-04-25 23:19:08,697 - testrun_c9ec8d9c - [INFO] - [Epoch:45]: Training Loss:0.001568
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2023-04-25 23:19:08,920 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 23:19:30,916 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-25 23:19:39,070 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-25 23:20:03,796 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-25 23:20:12,691 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 45 valid]:
|
|
MRR: Tail : 0.37792, Head : 0.17403, Avg : 0.27597
|
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|
|
2023-04-25 23:20:13,742 - testrun_c9ec8d9c - [INFO] - [Epoch 45]: Training Loss: 0.0015683, Valid MRR: 0.27597,
|
|
|
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2023-04-25 23:20:14,395 - testrun_c9ec8d9c - [INFO] - [E:46| 0]: Train Loss:0.0015156, Val MRR:0.27597, testrun_c9ec8d9c
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2023-04-25 23:21:18,229 - testrun_c9ec8d9c - [INFO] - [E:46| 100]: Train Loss:0.0015379, Val MRR:0.27597, testrun_c9ec8d9c
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2023-04-25 23:22:22,072 - testrun_c9ec8d9c - [INFO] - [E:46| 200]: Train Loss:0.0015609, Val MRR:0.27597, testrun_c9ec8d9c
|
|
2023-04-25 23:23:25,892 - testrun_c9ec8d9c - [INFO] - [E:46| 300]: Train Loss:0.0015491, Val MRR:0.27597, testrun_c9ec8d9c
|
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2023-04-25 23:24:29,726 - testrun_c9ec8d9c - [INFO] - [E:46| 400]: Train Loss:0.0015547, Val MRR:0.27597, testrun_c9ec8d9c
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2023-04-25 23:25:33,571 - testrun_c9ec8d9c - [INFO] - [E:46| 500]: Train Loss:0.0015589, Val MRR:0.27597, testrun_c9ec8d9c
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2023-04-25 23:26:37,400 - testrun_c9ec8d9c - [INFO] - [E:46| 600]: Train Loss:0.0015619, Val MRR:0.27597, testrun_c9ec8d9c
|
|
2023-04-25 23:27:41,237 - testrun_c9ec8d9c - [INFO] - [E:46| 700]: Train Loss:0.0015697, Val MRR:0.27597, testrun_c9ec8d9c
|
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2023-04-25 23:28:45,103 - testrun_c9ec8d9c - [INFO] - [E:46| 800]: Train Loss:0.0015659, Val MRR:0.27597, testrun_c9ec8d9c
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2023-04-25 23:29:49,029 - testrun_c9ec8d9c - [INFO] - [E:46| 900]: Train Loss:0.0015615, Val MRR:0.27597, testrun_c9ec8d9c
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2023-04-25 23:30:52,965 - testrun_c9ec8d9c - [INFO] - [E:46| 1000]: Train Loss:0.0015597, Val MRR:0.27597, testrun_c9ec8d9c
|
|
2023-04-25 23:31:56,912 - testrun_c9ec8d9c - [INFO] - [E:46| 1100]: Train Loss:0.0015623, Val MRR:0.27597, testrun_c9ec8d9c
|
|
2023-04-25 23:32:40,650 - testrun_c9ec8d9c - [INFO] - [Epoch:46]: Training Loss:0.001561
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|
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2023-04-25 23:32:40,873 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 23:33:02,891 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-25 23:33:11,070 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 23:33:35,796 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 23:33:44,679 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 46 valid]:
|
|
MRR: Tail : 0.37973, Head : 0.17728, Avg : 0.2785
|
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|
|
2023-04-25 23:33:45,749 - testrun_c9ec8d9c - [INFO] - [Epoch 46]: Training Loss: 0.0015613, Valid MRR: 0.2785,
|
|
|
|
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2023-04-25 23:33:46,408 - testrun_c9ec8d9c - [INFO] - [E:47| 0]: Train Loss:0.0018318, Val MRR:0.2785, testrun_c9ec8d9c
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|
2023-04-25 23:34:50,273 - testrun_c9ec8d9c - [INFO] - [E:47| 100]: Train Loss:0.0015331, Val MRR:0.2785, testrun_c9ec8d9c
|
|
2023-04-25 23:35:54,119 - testrun_c9ec8d9c - [INFO] - [E:47| 200]: Train Loss:0.0015336, Val MRR:0.2785, testrun_c9ec8d9c
|
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2023-04-25 23:36:57,936 - testrun_c9ec8d9c - [INFO] - [E:47| 300]: Train Loss:0.0015428, Val MRR:0.2785, testrun_c9ec8d9c
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2023-04-25 23:38:01,808 - testrun_c9ec8d9c - [INFO] - [E:47| 400]: Train Loss:0.0015377, Val MRR:0.2785, testrun_c9ec8d9c
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2023-04-25 23:39:05,698 - testrun_c9ec8d9c - [INFO] - [E:47| 500]: Train Loss:0.0015474, Val MRR:0.2785, testrun_c9ec8d9c
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2023-04-25 23:40:09,603 - testrun_c9ec8d9c - [INFO] - [E:47| 600]: Train Loss:0.001548, Val MRR:0.2785, testrun_c9ec8d9c
|
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2023-04-25 23:41:13,431 - testrun_c9ec8d9c - [INFO] - [E:47| 700]: Train Loss:0.0015526, Val MRR:0.2785, testrun_c9ec8d9c
|
|
2023-04-25 23:42:17,233 - testrun_c9ec8d9c - [INFO] - [E:47| 800]: Train Loss:0.0015534, Val MRR:0.2785, testrun_c9ec8d9c
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2023-04-25 23:43:21,048 - testrun_c9ec8d9c - [INFO] - [E:47| 900]: Train Loss:0.0015541, Val MRR:0.2785, testrun_c9ec8d9c
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2023-04-25 23:44:24,856 - testrun_c9ec8d9c - [INFO] - [E:47| 1000]: Train Loss:0.001553, Val MRR:0.2785, testrun_c9ec8d9c
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2023-04-25 23:45:28,618 - testrun_c9ec8d9c - [INFO] - [E:47| 1100]: Train Loss:0.001554, Val MRR:0.2785, testrun_c9ec8d9c
|
|
2023-04-25 23:46:12,284 - testrun_c9ec8d9c - [INFO] - [Epoch:47]: Training Loss:0.001557
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2023-04-25 23:46:12,507 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 23:46:34,450 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-25 23:46:42,614 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-25 23:47:07,299 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-25 23:47:16,152 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 47 valid]:
|
|
MRR: Tail : 0.38187, Head : 0.18024, Avg : 0.28105
|
|
|
|
2023-04-25 23:47:17,203 - testrun_c9ec8d9c - [INFO] - [Epoch 47]: Training Loss: 0.0015568, Valid MRR: 0.28105,
|
|
|
|
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2023-04-25 23:47:17,852 - testrun_c9ec8d9c - [INFO] - [E:48| 0]: Train Loss:0.0013279, Val MRR:0.28105, testrun_c9ec8d9c
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2023-04-25 23:48:21,501 - testrun_c9ec8d9c - [INFO] - [E:48| 100]: Train Loss:0.001558, Val MRR:0.28105, testrun_c9ec8d9c
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2023-04-25 23:49:25,138 - testrun_c9ec8d9c - [INFO] - [E:48| 200]: Train Loss:0.0015587, Val MRR:0.28105, testrun_c9ec8d9c
|
|
2023-04-25 23:50:28,762 - testrun_c9ec8d9c - [INFO] - [E:48| 300]: Train Loss:0.0015533, Val MRR:0.28105, testrun_c9ec8d9c
|
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2023-04-25 23:51:32,372 - testrun_c9ec8d9c - [INFO] - [E:48| 400]: Train Loss:0.0015598, Val MRR:0.28105, testrun_c9ec8d9c
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2023-04-25 23:52:35,965 - testrun_c9ec8d9c - [INFO] - [E:48| 500]: Train Loss:0.0015616, Val MRR:0.28105, testrun_c9ec8d9c
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2023-04-25 23:53:39,609 - testrun_c9ec8d9c - [INFO] - [E:48| 600]: Train Loss:0.0015677, Val MRR:0.28105, testrun_c9ec8d9c
|
|
2023-04-25 23:54:43,246 - testrun_c9ec8d9c - [INFO] - [E:48| 700]: Train Loss:0.0015653, Val MRR:0.28105, testrun_c9ec8d9c
|
|
2023-04-25 23:55:46,923 - testrun_c9ec8d9c - [INFO] - [E:48| 800]: Train Loss:0.0015604, Val MRR:0.28105, testrun_c9ec8d9c
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2023-04-25 23:56:50,607 - testrun_c9ec8d9c - [INFO] - [E:48| 900]: Train Loss:0.0015592, Val MRR:0.28105, testrun_c9ec8d9c
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2023-04-25 23:57:54,282 - testrun_c9ec8d9c - [INFO] - [E:48| 1000]: Train Loss:0.0015585, Val MRR:0.28105, testrun_c9ec8d9c
|
|
2023-04-25 23:58:57,893 - testrun_c9ec8d9c - [INFO] - [E:48| 1100]: Train Loss:0.0015539, Val MRR:0.28105, testrun_c9ec8d9c
|
|
2023-04-25 23:59:41,460 - testrun_c9ec8d9c - [INFO] - [Epoch:48]: Training Loss:0.001552
|
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|
|
2023-04-25 23:59:41,682 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 00:00:03,593 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 00:00:11,728 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 00:00:36,341 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 00:00:45,204 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 48 valid]:
|
|
MRR: Tail : 0.3832, Head : 0.18055, Avg : 0.28188
|
|
|
|
2023-04-26 00:00:46,248 - testrun_c9ec8d9c - [INFO] - [Epoch 48]: Training Loss: 0.0015516, Valid MRR: 0.28188,
|
|
|
|
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|
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2023-04-26 00:00:46,896 - testrun_c9ec8d9c - [INFO] - [E:49| 0]: Train Loss:0.0016173, Val MRR:0.28188, testrun_c9ec8d9c
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|
2023-04-26 00:01:50,549 - testrun_c9ec8d9c - [INFO] - [E:49| 100]: Train Loss:0.0015534, Val MRR:0.28188, testrun_c9ec8d9c
|
|
2023-04-26 00:02:54,160 - testrun_c9ec8d9c - [INFO] - [E:49| 200]: Train Loss:0.0015425, Val MRR:0.28188, testrun_c9ec8d9c
|
|
2023-04-26 00:03:57,808 - testrun_c9ec8d9c - [INFO] - [E:49| 300]: Train Loss:0.0015494, Val MRR:0.28188, testrun_c9ec8d9c
|
|
2023-04-26 00:05:01,448 - testrun_c9ec8d9c - [INFO] - [E:49| 400]: Train Loss:0.0015582, Val MRR:0.28188, testrun_c9ec8d9c
|
|
2023-04-26 00:06:05,155 - testrun_c9ec8d9c - [INFO] - [E:49| 500]: Train Loss:0.0015516, Val MRR:0.28188, testrun_c9ec8d9c
|
|
2023-04-26 00:07:08,827 - testrun_c9ec8d9c - [INFO] - [E:49| 600]: Train Loss:0.001553, Val MRR:0.28188, testrun_c9ec8d9c
|
|
2023-04-26 00:08:12,461 - testrun_c9ec8d9c - [INFO] - [E:49| 700]: Train Loss:0.0015466, Val MRR:0.28188, testrun_c9ec8d9c
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2023-04-26 00:09:16,036 - testrun_c9ec8d9c - [INFO] - [E:49| 800]: Train Loss:0.0015499, Val MRR:0.28188, testrun_c9ec8d9c
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2023-04-26 00:10:19,721 - testrun_c9ec8d9c - [INFO] - [E:49| 900]: Train Loss:0.0015503, Val MRR:0.28188, testrun_c9ec8d9c
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2023-04-26 00:11:23,406 - testrun_c9ec8d9c - [INFO] - [E:49| 1000]: Train Loss:0.0015502, Val MRR:0.28188, testrun_c9ec8d9c
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2023-04-26 00:12:27,084 - testrun_c9ec8d9c - [INFO] - [E:49| 1100]: Train Loss:0.0015478, Val MRR:0.28188, testrun_c9ec8d9c
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2023-04-26 00:13:10,722 - testrun_c9ec8d9c - [INFO] - [Epoch:49]: Training Loss:0.001546
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2023-04-26 00:13:10,944 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 00:13:32,845 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 00:13:40,995 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 00:14:05,633 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 00:14:14,524 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 49 valid]:
|
|
MRR: Tail : 0.38461, Head : 0.18217, Avg : 0.28339
|
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MR: Tail : 189.44, Head : 426.24, Avg : 307.84
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Hit-1: Tail : 0.29718, Head : 0.1164, Avg : 0.20679
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Hit-3: Tail : 0.42247, Head : 0.19635, Avg : 0.30941
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Hit-10: Tail : 0.55164, Head : 0.31315, Avg : 0.43239
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2023-04-26 00:14:15,581 - testrun_c9ec8d9c - [INFO] - [Epoch 49]: Training Loss: 0.0015463, Valid MRR: 0.28339,
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2023-04-26 00:14:16,229 - testrun_c9ec8d9c - [INFO] - [E:50| 0]: Train Loss:0.0014396, Val MRR:0.28339, testrun_c9ec8d9c
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2023-04-26 00:15:19,910 - testrun_c9ec8d9c - [INFO] - [E:50| 100]: Train Loss:0.0015104, Val MRR:0.28339, testrun_c9ec8d9c
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2023-04-26 00:16:23,566 - testrun_c9ec8d9c - [INFO] - [E:50| 200]: Train Loss:0.0015176, Val MRR:0.28339, testrun_c9ec8d9c
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2023-04-26 00:17:27,237 - testrun_c9ec8d9c - [INFO] - [E:50| 300]: Train Loss:0.001515, Val MRR:0.28339, testrun_c9ec8d9c
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2023-04-26 00:18:30,851 - testrun_c9ec8d9c - [INFO] - [E:50| 400]: Train Loss:0.0015128, Val MRR:0.28339, testrun_c9ec8d9c
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2023-04-26 00:19:34,562 - testrun_c9ec8d9c - [INFO] - [E:50| 500]: Train Loss:0.0015294, Val MRR:0.28339, testrun_c9ec8d9c
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2023-04-26 00:20:38,088 - testrun_c9ec8d9c - [INFO] - [E:50| 600]: Train Loss:0.0015373, Val MRR:0.28339, testrun_c9ec8d9c
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2023-04-26 00:21:41,650 - testrun_c9ec8d9c - [INFO] - [E:50| 700]: Train Loss:0.0015341, Val MRR:0.28339, testrun_c9ec8d9c
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2023-04-26 00:22:45,281 - testrun_c9ec8d9c - [INFO] - [E:50| 800]: Train Loss:0.0015411, Val MRR:0.28339, testrun_c9ec8d9c
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2023-04-26 00:23:48,964 - testrun_c9ec8d9c - [INFO] - [E:50| 900]: Train Loss:0.0015409, Val MRR:0.28339, testrun_c9ec8d9c
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2023-04-26 00:24:52,614 - testrun_c9ec8d9c - [INFO] - [E:50| 1000]: Train Loss:0.0015441, Val MRR:0.28339, testrun_c9ec8d9c
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2023-04-26 00:25:56,256 - testrun_c9ec8d9c - [INFO] - [E:50| 1100]: Train Loss:0.0015431, Val MRR:0.28339, testrun_c9ec8d9c
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2023-04-26 00:26:39,820 - testrun_c9ec8d9c - [INFO] - [Epoch:50]: Training Loss:0.001542
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2023-04-26 00:26:40,041 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 00:27:01,930 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 00:27:10,064 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 00:27:34,710 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 00:27:43,544 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 50 valid]:
|
|
MRR: Tail : 0.38447, Head : 0.1831, Avg : 0.28378
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|
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2023-04-26 00:27:44,596 - testrun_c9ec8d9c - [INFO] - [Epoch 50]: Training Loss: 0.0015424, Valid MRR: 0.28378,
|
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2023-04-26 00:27:45,248 - testrun_c9ec8d9c - [INFO] - [E:51| 0]: Train Loss:0.0018476, Val MRR:0.28378, testrun_c9ec8d9c
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2023-04-26 00:28:48,879 - testrun_c9ec8d9c - [INFO] - [E:51| 100]: Train Loss:0.0015922, Val MRR:0.28378, testrun_c9ec8d9c
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2023-04-26 00:29:52,443 - testrun_c9ec8d9c - [INFO] - [E:51| 200]: Train Loss:0.0015699, Val MRR:0.28378, testrun_c9ec8d9c
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2023-04-26 00:30:55,998 - testrun_c9ec8d9c - [INFO] - [E:51| 300]: Train Loss:0.0015584, Val MRR:0.28378, testrun_c9ec8d9c
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2023-04-26 00:31:59,613 - testrun_c9ec8d9c - [INFO] - [E:51| 400]: Train Loss:0.001548, Val MRR:0.28378, testrun_c9ec8d9c
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2023-04-26 00:33:03,193 - testrun_c9ec8d9c - [INFO] - [E:51| 500]: Train Loss:0.0015414, Val MRR:0.28378, testrun_c9ec8d9c
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2023-04-26 00:34:06,795 - testrun_c9ec8d9c - [INFO] - [E:51| 600]: Train Loss:0.0015372, Val MRR:0.28378, testrun_c9ec8d9c
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2023-04-26 00:35:10,347 - testrun_c9ec8d9c - [INFO] - [E:51| 700]: Train Loss:0.0015378, Val MRR:0.28378, testrun_c9ec8d9c
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2023-04-26 00:36:13,906 - testrun_c9ec8d9c - [INFO] - [E:51| 800]: Train Loss:0.0015378, Val MRR:0.28378, testrun_c9ec8d9c
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2023-04-26 00:37:17,515 - testrun_c9ec8d9c - [INFO] - [E:51| 900]: Train Loss:0.0015371, Val MRR:0.28378, testrun_c9ec8d9c
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|
2023-04-26 00:38:21,100 - testrun_c9ec8d9c - [INFO] - [E:51| 1000]: Train Loss:0.0015348, Val MRR:0.28378, testrun_c9ec8d9c
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2023-04-26 00:39:24,657 - testrun_c9ec8d9c - [INFO] - [E:51| 1100]: Train Loss:0.001539, Val MRR:0.28378, testrun_c9ec8d9c
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2023-04-26 00:40:08,198 - testrun_c9ec8d9c - [INFO] - [Epoch:51]: Training Loss:0.001536
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2023-04-26 00:40:08,422 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 00:40:30,327 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 00:40:38,459 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 00:41:03,138 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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|
2023-04-26 00:41:11,976 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 51 valid]:
|
|
MRR: Tail : 0.38799, Head : 0.1831, Avg : 0.28555
|
|
|
|
2023-04-26 00:41:13,037 - testrun_c9ec8d9c - [INFO] - [Epoch 51]: Training Loss: 0.0015358, Valid MRR: 0.28555,
|
|
|
|
|
|
|
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2023-04-26 00:41:13,689 - testrun_c9ec8d9c - [INFO] - [E:52| 0]: Train Loss:0.0015557, Val MRR:0.28555, testrun_c9ec8d9c
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|
2023-04-26 00:42:17,350 - testrun_c9ec8d9c - [INFO] - [E:52| 100]: Train Loss:0.0015241, Val MRR:0.28555, testrun_c9ec8d9c
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2023-04-26 00:43:21,016 - testrun_c9ec8d9c - [INFO] - [E:52| 200]: Train Loss:0.0015173, Val MRR:0.28555, testrun_c9ec8d9c
|
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2023-04-26 00:44:24,692 - testrun_c9ec8d9c - [INFO] - [E:52| 300]: Train Loss:0.0015053, Val MRR:0.28555, testrun_c9ec8d9c
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2023-04-26 00:45:28,371 - testrun_c9ec8d9c - [INFO] - [E:52| 400]: Train Loss:0.0015237, Val MRR:0.28555, testrun_c9ec8d9c
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2023-04-26 00:46:31,968 - testrun_c9ec8d9c - [INFO] - [E:52| 500]: Train Loss:0.0015245, Val MRR:0.28555, testrun_c9ec8d9c
|
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2023-04-26 00:47:35,509 - testrun_c9ec8d9c - [INFO] - [E:52| 600]: Train Loss:0.0015246, Val MRR:0.28555, testrun_c9ec8d9c
|
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2023-04-26 00:48:39,054 - testrun_c9ec8d9c - [INFO] - [E:52| 700]: Train Loss:0.0015227, Val MRR:0.28555, testrun_c9ec8d9c
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2023-04-26 00:49:42,612 - testrun_c9ec8d9c - [INFO] - [E:52| 800]: Train Loss:0.0015264, Val MRR:0.28555, testrun_c9ec8d9c
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2023-04-26 00:50:46,159 - testrun_c9ec8d9c - [INFO] - [E:52| 900]: Train Loss:0.0015252, Val MRR:0.28555, testrun_c9ec8d9c
|
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2023-04-26 00:51:49,841 - testrun_c9ec8d9c - [INFO] - [E:52| 1000]: Train Loss:0.0015266, Val MRR:0.28555, testrun_c9ec8d9c
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2023-04-26 00:52:53,493 - testrun_c9ec8d9c - [INFO] - [E:52| 1100]: Train Loss:0.0015302, Val MRR:0.28555, testrun_c9ec8d9c
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2023-04-26 00:53:37,104 - testrun_c9ec8d9c - [INFO] - [Epoch:52]: Training Loss:0.00153
|
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|
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2023-04-26 00:53:37,326 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 00:53:59,224 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 00:54:07,370 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 00:54:32,020 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 00:54:40,860 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 52 valid]:
|
|
MRR: Tail : 0.38762, Head : 0.18381, Avg : 0.28572
|
|
|
|
2023-04-26 00:54:41,914 - testrun_c9ec8d9c - [INFO] - [Epoch 52]: Training Loss: 0.0015297, Valid MRR: 0.28572,
|
|
|
|
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2023-04-26 00:54:42,571 - testrun_c9ec8d9c - [INFO] - [E:53| 0]: Train Loss:0.0014977, Val MRR:0.28572, testrun_c9ec8d9c
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2023-04-26 00:55:46,261 - testrun_c9ec8d9c - [INFO] - [E:53| 100]: Train Loss:0.0015088, Val MRR:0.28572, testrun_c9ec8d9c
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2023-04-26 00:56:49,917 - testrun_c9ec8d9c - [INFO] - [E:53| 200]: Train Loss:0.0015139, Val MRR:0.28572, testrun_c9ec8d9c
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2023-04-26 00:57:53,617 - testrun_c9ec8d9c - [INFO] - [E:53| 300]: Train Loss:0.0015225, Val MRR:0.28572, testrun_c9ec8d9c
|
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2023-04-26 00:58:57,296 - testrun_c9ec8d9c - [INFO] - [E:53| 400]: Train Loss:0.0015237, Val MRR:0.28572, testrun_c9ec8d9c
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2023-04-26 01:00:00,943 - testrun_c9ec8d9c - [INFO] - [E:53| 500]: Train Loss:0.0015303, Val MRR:0.28572, testrun_c9ec8d9c
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2023-04-26 01:01:04,593 - testrun_c9ec8d9c - [INFO] - [E:53| 600]: Train Loss:0.0015303, Val MRR:0.28572, testrun_c9ec8d9c
|
|
2023-04-26 01:02:08,327 - testrun_c9ec8d9c - [INFO] - [E:53| 700]: Train Loss:0.0015275, Val MRR:0.28572, testrun_c9ec8d9c
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2023-04-26 01:03:12,015 - testrun_c9ec8d9c - [INFO] - [E:53| 800]: Train Loss:0.0015275, Val MRR:0.28572, testrun_c9ec8d9c
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2023-04-26 01:04:15,749 - testrun_c9ec8d9c - [INFO] - [E:53| 900]: Train Loss:0.0015249, Val MRR:0.28572, testrun_c9ec8d9c
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2023-04-26 01:05:19,441 - testrun_c9ec8d9c - [INFO] - [E:53| 1000]: Train Loss:0.0015249, Val MRR:0.28572, testrun_c9ec8d9c
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2023-04-26 01:06:23,137 - testrun_c9ec8d9c - [INFO] - [E:53| 1100]: Train Loss:0.0015247, Val MRR:0.28572, testrun_c9ec8d9c
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2023-04-26 01:07:06,756 - testrun_c9ec8d9c - [INFO] - [Epoch:53]: Training Loss:0.001526
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2023-04-26 01:07:06,980 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 01:07:28,900 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 01:07:37,049 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 01:08:01,755 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 01:08:10,613 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 53 valid]:
|
|
MRR: Tail : 0.3894, Head : 0.18495, Avg : 0.28717
|
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|
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2023-04-26 01:08:11,672 - testrun_c9ec8d9c - [INFO] - [Epoch 53]: Training Loss: 0.0015257, Valid MRR: 0.28717,
|
|
|
|
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2023-04-26 01:08:12,320 - testrun_c9ec8d9c - [INFO] - [E:54| 0]: Train Loss:0.0020079, Val MRR:0.28717, testrun_c9ec8d9c
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2023-04-26 01:09:15,955 - testrun_c9ec8d9c - [INFO] - [E:54| 100]: Train Loss:0.0014755, Val MRR:0.28717, testrun_c9ec8d9c
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2023-04-26 01:10:19,563 - testrun_c9ec8d9c - [INFO] - [E:54| 200]: Train Loss:0.001503, Val MRR:0.28717, testrun_c9ec8d9c
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2023-04-26 01:11:23,187 - testrun_c9ec8d9c - [INFO] - [E:54| 300]: Train Loss:0.0015153, Val MRR:0.28717, testrun_c9ec8d9c
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2023-04-26 01:12:26,822 - testrun_c9ec8d9c - [INFO] - [E:54| 400]: Train Loss:0.0015082, Val MRR:0.28717, testrun_c9ec8d9c
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2023-04-26 01:13:30,513 - testrun_c9ec8d9c - [INFO] - [E:54| 500]: Train Loss:0.0015049, Val MRR:0.28717, testrun_c9ec8d9c
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2023-04-26 01:14:34,215 - testrun_c9ec8d9c - [INFO] - [E:54| 600]: Train Loss:0.0015083, Val MRR:0.28717, testrun_c9ec8d9c
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2023-04-26 01:15:37,804 - testrun_c9ec8d9c - [INFO] - [E:54| 700]: Train Loss:0.0015136, Val MRR:0.28717, testrun_c9ec8d9c
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|
2023-04-26 01:16:41,459 - testrun_c9ec8d9c - [INFO] - [E:54| 800]: Train Loss:0.0015177, Val MRR:0.28717, testrun_c9ec8d9c
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2023-04-26 01:17:45,089 - testrun_c9ec8d9c - [INFO] - [E:54| 900]: Train Loss:0.0015144, Val MRR:0.28717, testrun_c9ec8d9c
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2023-04-26 01:18:48,790 - testrun_c9ec8d9c - [INFO] - [E:54| 1000]: Train Loss:0.0015135, Val MRR:0.28717, testrun_c9ec8d9c
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2023-04-26 01:19:52,494 - testrun_c9ec8d9c - [INFO] - [E:54| 1100]: Train Loss:0.0015162, Val MRR:0.28717, testrun_c9ec8d9c
|
|
2023-04-26 01:20:36,069 - testrun_c9ec8d9c - [INFO] - [Epoch:54]: Training Loss:0.001521
|
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2023-04-26 01:20:36,292 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 01:20:58,187 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 01:21:06,325 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 01:21:30,954 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 01:21:39,826 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 54 valid]:
|
|
MRR: Tail : 0.38921, Head : 0.18582, Avg : 0.28752
|
|
|
|
2023-04-26 01:21:40,864 - testrun_c9ec8d9c - [INFO] - [Epoch 54]: Training Loss: 0.0015207, Valid MRR: 0.28752,
|
|
|
|
|
|
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2023-04-26 01:21:41,513 - testrun_c9ec8d9c - [INFO] - [E:55| 0]: Train Loss:0.0015571, Val MRR:0.28752, testrun_c9ec8d9c
|
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2023-04-26 01:22:45,179 - testrun_c9ec8d9c - [INFO] - [E:55| 100]: Train Loss:0.0015461, Val MRR:0.28752, testrun_c9ec8d9c
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2023-04-26 01:23:48,836 - testrun_c9ec8d9c - [INFO] - [E:55| 200]: Train Loss:0.0015158, Val MRR:0.28752, testrun_c9ec8d9c
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2023-04-26 01:24:52,502 - testrun_c9ec8d9c - [INFO] - [E:55| 300]: Train Loss:0.0015145, Val MRR:0.28752, testrun_c9ec8d9c
|
|
2023-04-26 01:25:56,145 - testrun_c9ec8d9c - [INFO] - [E:55| 400]: Train Loss:0.0015091, Val MRR:0.28752, testrun_c9ec8d9c
|
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2023-04-26 01:26:59,710 - testrun_c9ec8d9c - [INFO] - [E:55| 500]: Train Loss:0.001513, Val MRR:0.28752, testrun_c9ec8d9c
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2023-04-26 01:28:03,312 - testrun_c9ec8d9c - [INFO] - [E:55| 600]: Train Loss:0.0015208, Val MRR:0.28752, testrun_c9ec8d9c
|
|
2023-04-26 01:29:06,911 - testrun_c9ec8d9c - [INFO] - [E:55| 700]: Train Loss:0.0015231, Val MRR:0.28752, testrun_c9ec8d9c
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|
2023-04-26 01:30:10,596 - testrun_c9ec8d9c - [INFO] - [E:55| 800]: Train Loss:0.0015202, Val MRR:0.28752, testrun_c9ec8d9c
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2023-04-26 01:31:14,272 - testrun_c9ec8d9c - [INFO] - [E:55| 900]: Train Loss:0.0015205, Val MRR:0.28752, testrun_c9ec8d9c
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2023-04-26 01:32:17,969 - testrun_c9ec8d9c - [INFO] - [E:55| 1000]: Train Loss:0.0015205, Val MRR:0.28752, testrun_c9ec8d9c
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2023-04-26 01:33:21,605 - testrun_c9ec8d9c - [INFO] - [E:55| 1100]: Train Loss:0.0015177, Val MRR:0.28752, testrun_c9ec8d9c
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2023-04-26 01:34:05,225 - testrun_c9ec8d9c - [INFO] - [Epoch:55]: Training Loss:0.001518
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2023-04-26 01:34:05,447 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 01:34:27,402 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 01:34:35,563 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 01:35:00,273 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 01:35:09,146 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 55 valid]:
|
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MRR: Tail : 0.39257, Head : 0.18756, Avg : 0.29006
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2023-04-26 01:35:10,195 - testrun_c9ec8d9c - [INFO] - [Epoch 55]: Training Loss: 0.0015177, Valid MRR: 0.29006,
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2023-04-26 01:35:10,845 - testrun_c9ec8d9c - [INFO] - [E:56| 0]: Train Loss:0.0013465, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:36:14,602 - testrun_c9ec8d9c - [INFO] - [E:56| 100]: Train Loss:0.0015038, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:37:18,292 - testrun_c9ec8d9c - [INFO] - [E:56| 200]: Train Loss:0.0015013, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:38:21,943 - testrun_c9ec8d9c - [INFO] - [E:56| 300]: Train Loss:0.0014931, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:39:25,591 - testrun_c9ec8d9c - [INFO] - [E:56| 400]: Train Loss:0.001493, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:40:29,242 - testrun_c9ec8d9c - [INFO] - [E:56| 500]: Train Loss:0.0014902, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:41:32,881 - testrun_c9ec8d9c - [INFO] - [E:56| 600]: Train Loss:0.0014897, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:42:36,541 - testrun_c9ec8d9c - [INFO] - [E:56| 700]: Train Loss:0.001499, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:43:40,190 - testrun_c9ec8d9c - [INFO] - [E:56| 800]: Train Loss:0.0015024, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:44:43,824 - testrun_c9ec8d9c - [INFO] - [E:56| 900]: Train Loss:0.0015061, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:45:47,457 - testrun_c9ec8d9c - [INFO] - [E:56| 1000]: Train Loss:0.0015067, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:46:51,085 - testrun_c9ec8d9c - [INFO] - [E:56| 1100]: Train Loss:0.0015086, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:47:34,678 - testrun_c9ec8d9c - [INFO] - [Epoch:56]: Training Loss:0.00151
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2023-04-26 01:47:34,901 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 01:47:56,843 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 01:48:05,011 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 01:48:29,629 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 01:48:38,546 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 56 valid]:
|
|
MRR: Tail : 0.3911, Head : 0.18793, Avg : 0.28951
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2023-04-26 01:48:38,546 - testrun_c9ec8d9c - [INFO] - [Epoch 56]: Training Loss: 0.0015102, Valid MRR: 0.29006,
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2023-04-26 01:48:39,192 - testrun_c9ec8d9c - [INFO] - [E:57| 0]: Train Loss:0.0013016, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:49:42,890 - testrun_c9ec8d9c - [INFO] - [E:57| 100]: Train Loss:0.0015518, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:50:46,611 - testrun_c9ec8d9c - [INFO] - [E:57| 200]: Train Loss:0.0015285, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:51:50,302 - testrun_c9ec8d9c - [INFO] - [E:57| 300]: Train Loss:0.0015104, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:52:53,973 - testrun_c9ec8d9c - [INFO] - [E:57| 400]: Train Loss:0.0015094, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:53:57,608 - testrun_c9ec8d9c - [INFO] - [E:57| 500]: Train Loss:0.001512, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:55:01,283 - testrun_c9ec8d9c - [INFO] - [E:57| 600]: Train Loss:0.0015158, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:56:04,898 - testrun_c9ec8d9c - [INFO] - [E:57| 700]: Train Loss:0.001513, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:57:08,605 - testrun_c9ec8d9c - [INFO] - [E:57| 800]: Train Loss:0.0015092, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:58:12,310 - testrun_c9ec8d9c - [INFO] - [E:57| 900]: Train Loss:0.0015112, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 01:59:16,035 - testrun_c9ec8d9c - [INFO] - [E:57| 1000]: Train Loss:0.0015094, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 02:00:19,741 - testrun_c9ec8d9c - [INFO] - [E:57| 1100]: Train Loss:0.0015078, Val MRR:0.29006, testrun_c9ec8d9c
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2023-04-26 02:01:03,364 - testrun_c9ec8d9c - [INFO] - [Epoch:57]: Training Loss:0.001508
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2023-04-26 02:01:03,585 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 02:01:25,474 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 02:01:33,614 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 02:01:58,256 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 02:02:07,121 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 57 valid]:
|
|
MRR: Tail : 0.39238, Head : 0.19017, Avg : 0.29128
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2023-04-26 02:02:08,168 - testrun_c9ec8d9c - [INFO] - [Epoch 57]: Training Loss: 0.0015084, Valid MRR: 0.29128,
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2023-04-26 02:02:08,819 - testrun_c9ec8d9c - [INFO] - [E:58| 0]: Train Loss:0.0013789, Val MRR:0.29128, testrun_c9ec8d9c
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2023-04-26 02:03:12,412 - testrun_c9ec8d9c - [INFO] - [E:58| 100]: Train Loss:0.0015026, Val MRR:0.29128, testrun_c9ec8d9c
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2023-04-26 02:04:16,018 - testrun_c9ec8d9c - [INFO] - [E:58| 200]: Train Loss:0.0014932, Val MRR:0.29128, testrun_c9ec8d9c
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2023-04-26 02:05:19,597 - testrun_c9ec8d9c - [INFO] - [E:58| 300]: Train Loss:0.0014807, Val MRR:0.29128, testrun_c9ec8d9c
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2023-04-26 02:06:23,169 - testrun_c9ec8d9c - [INFO] - [E:58| 400]: Train Loss:0.0014852, Val MRR:0.29128, testrun_c9ec8d9c
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2023-04-26 02:07:26,746 - testrun_c9ec8d9c - [INFO] - [E:58| 500]: Train Loss:0.001491, Val MRR:0.29128, testrun_c9ec8d9c
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2023-04-26 02:08:30,329 - testrun_c9ec8d9c - [INFO] - [E:58| 600]: Train Loss:0.0014957, Val MRR:0.29128, testrun_c9ec8d9c
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2023-04-26 02:09:33,922 - testrun_c9ec8d9c - [INFO] - [E:58| 700]: Train Loss:0.0014984, Val MRR:0.29128, testrun_c9ec8d9c
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2023-04-26 02:10:37,515 - testrun_c9ec8d9c - [INFO] - [E:58| 800]: Train Loss:0.0015003, Val MRR:0.29128, testrun_c9ec8d9c
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2023-04-26 02:11:41,110 - testrun_c9ec8d9c - [INFO] - [E:58| 900]: Train Loss:0.0014977, Val MRR:0.29128, testrun_c9ec8d9c
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2023-04-26 02:12:44,688 - testrun_c9ec8d9c - [INFO] - [E:58| 1000]: Train Loss:0.0014987, Val MRR:0.29128, testrun_c9ec8d9c
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2023-04-26 02:13:48,331 - testrun_c9ec8d9c - [INFO] - [E:58| 1100]: Train Loss:0.001498, Val MRR:0.29128, testrun_c9ec8d9c
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2023-04-26 02:14:31,975 - testrun_c9ec8d9c - [INFO] - [Epoch:58]: Training Loss:0.001502
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2023-04-26 02:14:32,197 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 02:14:54,136 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 02:15:02,288 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 02:15:26,881 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 02:15:35,800 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 58 valid]:
|
|
MRR: Tail : 0.3933, Head : 0.19006, Avg : 0.29168
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|
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2023-04-26 02:15:36,854 - testrun_c9ec8d9c - [INFO] - [Epoch 58]: Training Loss: 0.0015024, Valid MRR: 0.29168,
|
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2023-04-26 02:15:37,505 - testrun_c9ec8d9c - [INFO] - [E:59| 0]: Train Loss:0.0013128, Val MRR:0.29168, testrun_c9ec8d9c
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2023-04-26 02:16:41,153 - testrun_c9ec8d9c - [INFO] - [E:59| 100]: Train Loss:0.001516, Val MRR:0.29168, testrun_c9ec8d9c
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2023-04-26 02:17:44,777 - testrun_c9ec8d9c - [INFO] - [E:59| 200]: Train Loss:0.0014945, Val MRR:0.29168, testrun_c9ec8d9c
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2023-04-26 02:18:48,393 - testrun_c9ec8d9c - [INFO] - [E:59| 300]: Train Loss:0.0014941, Val MRR:0.29168, testrun_c9ec8d9c
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2023-04-26 02:19:52,119 - testrun_c9ec8d9c - [INFO] - [E:59| 400]: Train Loss:0.0014892, Val MRR:0.29168, testrun_c9ec8d9c
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2023-04-26 02:20:55,847 - testrun_c9ec8d9c - [INFO] - [E:59| 500]: Train Loss:0.0014936, Val MRR:0.29168, testrun_c9ec8d9c
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2023-04-26 02:21:59,572 - testrun_c9ec8d9c - [INFO] - [E:59| 600]: Train Loss:0.0014968, Val MRR:0.29168, testrun_c9ec8d9c
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2023-04-26 02:23:03,196 - testrun_c9ec8d9c - [INFO] - [E:59| 700]: Train Loss:0.0014942, Val MRR:0.29168, testrun_c9ec8d9c
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2023-04-26 02:24:06,800 - testrun_c9ec8d9c - [INFO] - [E:59| 800]: Train Loss:0.0015003, Val MRR:0.29168, testrun_c9ec8d9c
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2023-04-26 02:25:10,388 - testrun_c9ec8d9c - [INFO] - [E:59| 900]: Train Loss:0.0015027, Val MRR:0.29168, testrun_c9ec8d9c
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2023-04-26 02:26:14,101 - testrun_c9ec8d9c - [INFO] - [E:59| 1000]: Train Loss:0.0015014, Val MRR:0.29168, testrun_c9ec8d9c
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2023-04-26 02:27:17,807 - testrun_c9ec8d9c - [INFO] - [E:59| 1100]: Train Loss:0.0014996, Val MRR:0.29168, testrun_c9ec8d9c
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2023-04-26 02:28:01,443 - testrun_c9ec8d9c - [INFO] - [Epoch:59]: Training Loss:0.001502
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2023-04-26 02:28:01,665 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 02:28:23,594 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 02:28:31,743 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 02:28:56,416 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 02:29:05,285 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 59 valid]:
|
|
MRR: Tail : 0.39543, Head : 0.18976, Avg : 0.29259
|
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MR: Tail : 175.56, Head : 380.13, Avg : 277.84
|
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Hit-1: Tail : 0.30773, Head : 0.12039, Avg : 0.21406
|
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Hit-3: Tail : 0.43211, Head : 0.20416, Avg : 0.31814
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Hit-10: Tail : 0.56704, Head : 0.32826, Avg : 0.44765
|
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2023-04-26 02:29:06,330 - testrun_c9ec8d9c - [INFO] - [Epoch 59]: Training Loss: 0.0015018, Valid MRR: 0.29259,
|
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2023-04-26 02:29:06,981 - testrun_c9ec8d9c - [INFO] - [E:60| 0]: Train Loss:0.0013701, Val MRR:0.29259, testrun_c9ec8d9c
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2023-04-26 02:30:10,678 - testrun_c9ec8d9c - [INFO] - [E:60| 100]: Train Loss:0.0015008, Val MRR:0.29259, testrun_c9ec8d9c
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2023-04-26 02:31:14,377 - testrun_c9ec8d9c - [INFO] - [E:60| 200]: Train Loss:0.0015049, Val MRR:0.29259, testrun_c9ec8d9c
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2023-04-26 02:32:18,071 - testrun_c9ec8d9c - [INFO] - [E:60| 300]: Train Loss:0.0015045, Val MRR:0.29259, testrun_c9ec8d9c
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2023-04-26 02:33:21,769 - testrun_c9ec8d9c - [INFO] - [E:60| 400]: Train Loss:0.0014937, Val MRR:0.29259, testrun_c9ec8d9c
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2023-04-26 02:34:25,402 - testrun_c9ec8d9c - [INFO] - [E:60| 500]: Train Loss:0.0015014, Val MRR:0.29259, testrun_c9ec8d9c
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2023-04-26 02:35:28,996 - testrun_c9ec8d9c - [INFO] - [E:60| 600]: Train Loss:0.0014994, Val MRR:0.29259, testrun_c9ec8d9c
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2023-04-26 02:36:32,598 - testrun_c9ec8d9c - [INFO] - [E:60| 700]: Train Loss:0.0014972, Val MRR:0.29259, testrun_c9ec8d9c
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2023-04-26 02:37:36,230 - testrun_c9ec8d9c - [INFO] - [E:60| 800]: Train Loss:0.0014949, Val MRR:0.29259, testrun_c9ec8d9c
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2023-04-26 02:38:39,954 - testrun_c9ec8d9c - [INFO] - [E:60| 900]: Train Loss:0.0014958, Val MRR:0.29259, testrun_c9ec8d9c
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2023-04-26 02:39:43,642 - testrun_c9ec8d9c - [INFO] - [E:60| 1000]: Train Loss:0.0014929, Val MRR:0.29259, testrun_c9ec8d9c
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2023-04-26 02:40:47,258 - testrun_c9ec8d9c - [INFO] - [E:60| 1100]: Train Loss:0.0014939, Val MRR:0.29259, testrun_c9ec8d9c
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2023-04-26 02:41:30,790 - testrun_c9ec8d9c - [INFO] - [Epoch:60]: Training Loss:0.001495
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2023-04-26 02:41:31,012 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 02:41:52,915 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 02:42:01,055 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 02:42:25,642 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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|
2023-04-26 02:42:34,528 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 60 valid]:
|
|
MRR: Tail : 0.39391, Head : 0.19234, Avg : 0.29312
|
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|
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2023-04-26 02:42:35,584 - testrun_c9ec8d9c - [INFO] - [Epoch 60]: Training Loss: 0.0014948, Valid MRR: 0.29312,
|
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2023-04-26 02:42:36,234 - testrun_c9ec8d9c - [INFO] - [E:61| 0]: Train Loss:0.0015561, Val MRR:0.29312, testrun_c9ec8d9c
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2023-04-26 02:43:39,898 - testrun_c9ec8d9c - [INFO] - [E:61| 100]: Train Loss:0.0015172, Val MRR:0.29312, testrun_c9ec8d9c
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2023-04-26 02:44:43,595 - testrun_c9ec8d9c - [INFO] - [E:61| 200]: Train Loss:0.0014836, Val MRR:0.29312, testrun_c9ec8d9c
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2023-04-26 02:45:47,301 - testrun_c9ec8d9c - [INFO] - [E:61| 300]: Train Loss:0.0014845, Val MRR:0.29312, testrun_c9ec8d9c
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2023-04-26 02:46:50,999 - testrun_c9ec8d9c - [INFO] - [E:61| 400]: Train Loss:0.0014869, Val MRR:0.29312, testrun_c9ec8d9c
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2023-04-26 02:47:54,720 - testrun_c9ec8d9c - [INFO] - [E:61| 500]: Train Loss:0.0014937, Val MRR:0.29312, testrun_c9ec8d9c
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2023-04-26 02:48:58,426 - testrun_c9ec8d9c - [INFO] - [E:61| 600]: Train Loss:0.0014937, Val MRR:0.29312, testrun_c9ec8d9c
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2023-04-26 02:50:02,143 - testrun_c9ec8d9c - [INFO] - [E:61| 700]: Train Loss:0.0014889, Val MRR:0.29312, testrun_c9ec8d9c
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2023-04-26 02:51:05,873 - testrun_c9ec8d9c - [INFO] - [E:61| 800]: Train Loss:0.0014878, Val MRR:0.29312, testrun_c9ec8d9c
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2023-04-26 02:52:09,593 - testrun_c9ec8d9c - [INFO] - [E:61| 900]: Train Loss:0.0014878, Val MRR:0.29312, testrun_c9ec8d9c
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2023-04-26 02:53:13,290 - testrun_c9ec8d9c - [INFO] - [E:61| 1000]: Train Loss:0.0014858, Val MRR:0.29312, testrun_c9ec8d9c
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2023-04-26 02:54:16,992 - testrun_c9ec8d9c - [INFO] - [E:61| 1100]: Train Loss:0.0014859, Val MRR:0.29312, testrun_c9ec8d9c
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2023-04-26 02:55:00,622 - testrun_c9ec8d9c - [INFO] - [Epoch:61]: Training Loss:0.001491
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2023-04-26 02:55:00,847 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 02:55:22,775 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 02:55:30,919 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 02:55:55,570 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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|
2023-04-26 02:56:04,441 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 61 valid]:
|
|
MRR: Tail : 0.39644, Head : 0.19283, Avg : 0.29464
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|
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2023-04-26 02:56:05,501 - testrun_c9ec8d9c - [INFO] - [Epoch 61]: Training Loss: 0.0014906, Valid MRR: 0.29464,
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2023-04-26 02:56:06,154 - testrun_c9ec8d9c - [INFO] - [E:62| 0]: Train Loss:0.0014358, Val MRR:0.29464, testrun_c9ec8d9c
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2023-04-26 02:57:09,852 - testrun_c9ec8d9c - [INFO] - [E:62| 100]: Train Loss:0.0014909, Val MRR:0.29464, testrun_c9ec8d9c
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2023-04-26 02:58:13,525 - testrun_c9ec8d9c - [INFO] - [E:62| 200]: Train Loss:0.001495, Val MRR:0.29464, testrun_c9ec8d9c
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2023-04-26 02:59:17,124 - testrun_c9ec8d9c - [INFO] - [E:62| 300]: Train Loss:0.0014948, Val MRR:0.29464, testrun_c9ec8d9c
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2023-04-26 03:00:20,760 - testrun_c9ec8d9c - [INFO] - [E:62| 400]: Train Loss:0.0014877, Val MRR:0.29464, testrun_c9ec8d9c
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2023-04-26 03:01:24,408 - testrun_c9ec8d9c - [INFO] - [E:62| 500]: Train Loss:0.0014801, Val MRR:0.29464, testrun_c9ec8d9c
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2023-04-26 03:02:28,015 - testrun_c9ec8d9c - [INFO] - [E:62| 600]: Train Loss:0.001483, Val MRR:0.29464, testrun_c9ec8d9c
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2023-04-26 03:03:31,709 - testrun_c9ec8d9c - [INFO] - [E:62| 700]: Train Loss:0.0014831, Val MRR:0.29464, testrun_c9ec8d9c
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2023-04-26 03:04:35,397 - testrun_c9ec8d9c - [INFO] - [E:62| 800]: Train Loss:0.0014857, Val MRR:0.29464, testrun_c9ec8d9c
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2023-04-26 03:05:39,084 - testrun_c9ec8d9c - [INFO] - [E:62| 900]: Train Loss:0.0014837, Val MRR:0.29464, testrun_c9ec8d9c
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2023-04-26 03:06:42,709 - testrun_c9ec8d9c - [INFO] - [E:62| 1000]: Train Loss:0.0014858, Val MRR:0.29464, testrun_c9ec8d9c
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2023-04-26 03:07:46,281 - testrun_c9ec8d9c - [INFO] - [E:62| 1100]: Train Loss:0.0014828, Val MRR:0.29464, testrun_c9ec8d9c
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2023-04-26 03:08:29,824 - testrun_c9ec8d9c - [INFO] - [Epoch:62]: Training Loss:0.001486
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2023-04-26 03:08:30,047 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 03:08:51,955 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 03:09:00,093 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 03:09:24,663 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 03:09:33,566 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 62 valid]:
|
|
MRR: Tail : 0.39869, Head : 0.19171, Avg : 0.2952
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2023-04-26 03:09:34,611 - testrun_c9ec8d9c - [INFO] - [Epoch 62]: Training Loss: 0.0014861, Valid MRR: 0.2952,
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2023-04-26 03:09:35,265 - testrun_c9ec8d9c - [INFO] - [E:63| 0]: Train Loss:0.0013828, Val MRR:0.2952, testrun_c9ec8d9c
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2023-04-26 03:10:38,834 - testrun_c9ec8d9c - [INFO] - [E:63| 100]: Train Loss:0.0014715, Val MRR:0.2952, testrun_c9ec8d9c
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2023-04-26 03:11:42,417 - testrun_c9ec8d9c - [INFO] - [E:63| 200]: Train Loss:0.0014888, Val MRR:0.2952, testrun_c9ec8d9c
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2023-04-26 03:12:45,992 - testrun_c9ec8d9c - [INFO] - [E:63| 300]: Train Loss:0.0014869, Val MRR:0.2952, testrun_c9ec8d9c
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2023-04-26 03:13:49,572 - testrun_c9ec8d9c - [INFO] - [E:63| 400]: Train Loss:0.0014877, Val MRR:0.2952, testrun_c9ec8d9c
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2023-04-26 03:14:53,147 - testrun_c9ec8d9c - [INFO] - [E:63| 500]: Train Loss:0.0014853, Val MRR:0.2952, testrun_c9ec8d9c
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2023-04-26 03:15:56,717 - testrun_c9ec8d9c - [INFO] - [E:63| 600]: Train Loss:0.0014811, Val MRR:0.2952, testrun_c9ec8d9c
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2023-04-26 03:17:00,345 - testrun_c9ec8d9c - [INFO] - [E:63| 700]: Train Loss:0.0014769, Val MRR:0.2952, testrun_c9ec8d9c
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2023-04-26 03:18:04,030 - testrun_c9ec8d9c - [INFO] - [E:63| 800]: Train Loss:0.0014778, Val MRR:0.2952, testrun_c9ec8d9c
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2023-04-26 03:19:07,692 - testrun_c9ec8d9c - [INFO] - [E:63| 900]: Train Loss:0.0014782, Val MRR:0.2952, testrun_c9ec8d9c
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2023-04-26 03:20:11,382 - testrun_c9ec8d9c - [INFO] - [E:63| 1000]: Train Loss:0.0014778, Val MRR:0.2952, testrun_c9ec8d9c
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2023-04-26 03:21:15,103 - testrun_c9ec8d9c - [INFO] - [E:63| 1100]: Train Loss:0.0014814, Val MRR:0.2952, testrun_c9ec8d9c
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2023-04-26 03:21:58,735 - testrun_c9ec8d9c - [INFO] - [Epoch:63]: Training Loss:0.001482
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2023-04-26 03:21:58,957 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 03:22:20,879 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 03:22:29,020 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 03:22:53,584 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 03:23:02,478 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 63 valid]:
|
|
MRR: Tail : 0.39872, Head : 0.19525, Avg : 0.29699
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|
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2023-04-26 03:23:03,521 - testrun_c9ec8d9c - [INFO] - [Epoch 63]: Training Loss: 0.001482, Valid MRR: 0.29699,
|
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2023-04-26 03:23:04,184 - testrun_c9ec8d9c - [INFO] - [E:64| 0]: Train Loss:0.0017921, Val MRR:0.29699, testrun_c9ec8d9c
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2023-04-26 03:24:07,890 - testrun_c9ec8d9c - [INFO] - [E:64| 100]: Train Loss:0.0014904, Val MRR:0.29699, testrun_c9ec8d9c
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2023-04-26 03:25:11,560 - testrun_c9ec8d9c - [INFO] - [E:64| 200]: Train Loss:0.0014856, Val MRR:0.29699, testrun_c9ec8d9c
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2023-04-26 03:26:15,200 - testrun_c9ec8d9c - [INFO] - [E:64| 300]: Train Loss:0.0014694, Val MRR:0.29699, testrun_c9ec8d9c
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2023-04-26 03:27:18,885 - testrun_c9ec8d9c - [INFO] - [E:64| 400]: Train Loss:0.0014704, Val MRR:0.29699, testrun_c9ec8d9c
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2023-04-26 03:28:22,488 - testrun_c9ec8d9c - [INFO] - [E:64| 500]: Train Loss:0.0014635, Val MRR:0.29699, testrun_c9ec8d9c
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2023-04-26 03:29:26,156 - testrun_c9ec8d9c - [INFO] - [E:64| 600]: Train Loss:0.0014676, Val MRR:0.29699, testrun_c9ec8d9c
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2023-04-26 03:30:29,777 - testrun_c9ec8d9c - [INFO] - [E:64| 700]: Train Loss:0.0014698, Val MRR:0.29699, testrun_c9ec8d9c
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2023-04-26 03:31:33,429 - testrun_c9ec8d9c - [INFO] - [E:64| 800]: Train Loss:0.0014724, Val MRR:0.29699, testrun_c9ec8d9c
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2023-04-26 03:32:37,058 - testrun_c9ec8d9c - [INFO] - [E:64| 900]: Train Loss:0.0014783, Val MRR:0.29699, testrun_c9ec8d9c
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2023-04-26 03:33:40,673 - testrun_c9ec8d9c - [INFO] - [E:64| 1000]: Train Loss:0.0014765, Val MRR:0.29699, testrun_c9ec8d9c
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2023-04-26 03:34:44,332 - testrun_c9ec8d9c - [INFO] - [E:64| 1100]: Train Loss:0.0014789, Val MRR:0.29699, testrun_c9ec8d9c
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2023-04-26 03:35:27,957 - testrun_c9ec8d9c - [INFO] - [Epoch:64]: Training Loss:0.001477
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2023-04-26 03:35:28,181 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 03:35:50,121 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 03:35:58,253 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 03:36:22,839 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 03:36:31,735 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 64 valid]:
|
|
MRR: Tail : 0.39949, Head : 0.19525, Avg : 0.29737
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|
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2023-04-26 03:36:32,768 - testrun_c9ec8d9c - [INFO] - [Epoch 64]: Training Loss: 0.0014769, Valid MRR: 0.29737,
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2023-04-26 03:36:33,427 - testrun_c9ec8d9c - [INFO] - [E:65| 0]: Train Loss:0.0014764, Val MRR:0.29737, testrun_c9ec8d9c
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2023-04-26 03:37:37,042 - testrun_c9ec8d9c - [INFO] - [E:65| 100]: Train Loss:0.0014837, Val MRR:0.29737, testrun_c9ec8d9c
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2023-04-26 03:38:40,616 - testrun_c9ec8d9c - [INFO] - [E:65| 200]: Train Loss:0.001468, Val MRR:0.29737, testrun_c9ec8d9c
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2023-04-26 03:39:44,320 - testrun_c9ec8d9c - [INFO] - [E:65| 300]: Train Loss:0.001466, Val MRR:0.29737, testrun_c9ec8d9c
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2023-04-26 03:40:48,009 - testrun_c9ec8d9c - [INFO] - [E:65| 400]: Train Loss:0.0014589, Val MRR:0.29737, testrun_c9ec8d9c
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2023-04-26 03:41:51,712 - testrun_c9ec8d9c - [INFO] - [E:65| 500]: Train Loss:0.0014586, Val MRR:0.29737, testrun_c9ec8d9c
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2023-04-26 03:42:55,411 - testrun_c9ec8d9c - [INFO] - [E:65| 600]: Train Loss:0.0014566, Val MRR:0.29737, testrun_c9ec8d9c
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2023-04-26 03:43:59,086 - testrun_c9ec8d9c - [INFO] - [E:65| 700]: Train Loss:0.0014593, Val MRR:0.29737, testrun_c9ec8d9c
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2023-04-26 03:45:02,811 - testrun_c9ec8d9c - [INFO] - [E:65| 800]: Train Loss:0.0014703, Val MRR:0.29737, testrun_c9ec8d9c
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2023-04-26 03:46:06,507 - testrun_c9ec8d9c - [INFO] - [E:65| 900]: Train Loss:0.0014708, Val MRR:0.29737, testrun_c9ec8d9c
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2023-04-26 03:47:10,205 - testrun_c9ec8d9c - [INFO] - [E:65| 1000]: Train Loss:0.0014726, Val MRR:0.29737, testrun_c9ec8d9c
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2023-04-26 03:48:13,872 - testrun_c9ec8d9c - [INFO] - [E:65| 1100]: Train Loss:0.0014738, Val MRR:0.29737, testrun_c9ec8d9c
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2023-04-26 03:48:57,484 - testrun_c9ec8d9c - [INFO] - [Epoch:65]: Training Loss:0.001475
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2023-04-26 03:48:57,708 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 03:49:19,651 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 03:49:27,788 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 03:49:52,424 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 03:50:01,350 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 65 valid]:
|
|
MRR: Tail : 0.40051, Head : 0.19577, Avg : 0.29814
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|
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2023-04-26 03:50:02,394 - testrun_c9ec8d9c - [INFO] - [Epoch 65]: Training Loss: 0.0014746, Valid MRR: 0.29814,
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2023-04-26 03:50:03,045 - testrun_c9ec8d9c - [INFO] - [E:66| 0]: Train Loss:0.0013441, Val MRR:0.29814, testrun_c9ec8d9c
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2023-04-26 03:51:06,704 - testrun_c9ec8d9c - [INFO] - [E:66| 100]: Train Loss:0.0014522, Val MRR:0.29814, testrun_c9ec8d9c
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2023-04-26 03:52:10,309 - testrun_c9ec8d9c - [INFO] - [E:66| 200]: Train Loss:0.0014541, Val MRR:0.29814, testrun_c9ec8d9c
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2023-04-26 03:53:13,918 - testrun_c9ec8d9c - [INFO] - [E:66| 300]: Train Loss:0.0014571, Val MRR:0.29814, testrun_c9ec8d9c
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2023-04-26 03:54:17,576 - testrun_c9ec8d9c - [INFO] - [E:66| 400]: Train Loss:0.0014561, Val MRR:0.29814, testrun_c9ec8d9c
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2023-04-26 03:55:21,205 - testrun_c9ec8d9c - [INFO] - [E:66| 500]: Train Loss:0.0014628, Val MRR:0.29814, testrun_c9ec8d9c
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2023-04-26 03:56:24,815 - testrun_c9ec8d9c - [INFO] - [E:66| 600]: Train Loss:0.0014657, Val MRR:0.29814, testrun_c9ec8d9c
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2023-04-26 03:57:28,504 - testrun_c9ec8d9c - [INFO] - [E:66| 700]: Train Loss:0.0014653, Val MRR:0.29814, testrun_c9ec8d9c
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2023-04-26 03:58:32,115 - testrun_c9ec8d9c - [INFO] - [E:66| 800]: Train Loss:0.0014646, Val MRR:0.29814, testrun_c9ec8d9c
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2023-04-26 03:59:35,774 - testrun_c9ec8d9c - [INFO] - [E:66| 900]: Train Loss:0.0014645, Val MRR:0.29814, testrun_c9ec8d9c
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2023-04-26 04:00:39,402 - testrun_c9ec8d9c - [INFO] - [E:66| 1000]: Train Loss:0.0014702, Val MRR:0.29814, testrun_c9ec8d9c
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2023-04-26 04:01:43,069 - testrun_c9ec8d9c - [INFO] - [E:66| 1100]: Train Loss:0.0014691, Val MRR:0.29814, testrun_c9ec8d9c
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2023-04-26 04:02:26,677 - testrun_c9ec8d9c - [INFO] - [Epoch:66]: Training Loss:0.001469
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2023-04-26 04:02:26,900 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 04:02:48,811 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 04:02:56,955 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 04:03:21,629 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 04:03:30,466 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 66 valid]:
|
|
MRR: Tail : 0.40135, Head : 0.19643, Avg : 0.29889
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2023-04-26 04:03:31,513 - testrun_c9ec8d9c - [INFO] - [Epoch 66]: Training Loss: 0.0014694, Valid MRR: 0.29889,
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2023-04-26 04:03:32,162 - testrun_c9ec8d9c - [INFO] - [E:67| 0]: Train Loss:0.0014869, Val MRR:0.29889, testrun_c9ec8d9c
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2023-04-26 04:04:35,799 - testrun_c9ec8d9c - [INFO] - [E:67| 100]: Train Loss:0.0014149, Val MRR:0.29889, testrun_c9ec8d9c
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2023-04-26 04:05:39,484 - testrun_c9ec8d9c - [INFO] - [E:67| 200]: Train Loss:0.0014568, Val MRR:0.29889, testrun_c9ec8d9c
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2023-04-26 04:06:43,145 - testrun_c9ec8d9c - [INFO] - [E:67| 300]: Train Loss:0.001456, Val MRR:0.29889, testrun_c9ec8d9c
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2023-04-26 04:07:46,798 - testrun_c9ec8d9c - [INFO] - [E:67| 400]: Train Loss:0.0014596, Val MRR:0.29889, testrun_c9ec8d9c
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2023-04-26 04:08:50,466 - testrun_c9ec8d9c - [INFO] - [E:67| 500]: Train Loss:0.0014632, Val MRR:0.29889, testrun_c9ec8d9c
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2023-04-26 04:09:54,109 - testrun_c9ec8d9c - [INFO] - [E:67| 600]: Train Loss:0.0014652, Val MRR:0.29889, testrun_c9ec8d9c
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2023-04-26 04:10:57,767 - testrun_c9ec8d9c - [INFO] - [E:67| 700]: Train Loss:0.0014678, Val MRR:0.29889, testrun_c9ec8d9c
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2023-04-26 04:12:01,426 - testrun_c9ec8d9c - [INFO] - [E:67| 800]: Train Loss:0.0014683, Val MRR:0.29889, testrun_c9ec8d9c
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2023-04-26 04:13:05,100 - testrun_c9ec8d9c - [INFO] - [E:67| 900]: Train Loss:0.0014681, Val MRR:0.29889, testrun_c9ec8d9c
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2023-04-26 04:14:08,818 - testrun_c9ec8d9c - [INFO] - [E:67| 1000]: Train Loss:0.0014715, Val MRR:0.29889, testrun_c9ec8d9c
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2023-04-26 04:15:12,460 - testrun_c9ec8d9c - [INFO] - [E:67| 1100]: Train Loss:0.0014686, Val MRR:0.29889, testrun_c9ec8d9c
|
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2023-04-26 04:15:56,052 - testrun_c9ec8d9c - [INFO] - [Epoch:67]: Training Loss:0.001469
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2023-04-26 04:15:56,274 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 04:16:18,202 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 04:16:26,336 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 04:16:50,991 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 04:16:59,886 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 67 valid]:
|
|
MRR: Tail : 0.40287, Head : 0.19806, Avg : 0.30046
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2023-04-26 04:17:00,928 - testrun_c9ec8d9c - [INFO] - [Epoch 67]: Training Loss: 0.0014685, Valid MRR: 0.30046,
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2023-04-26 04:17:01,578 - testrun_c9ec8d9c - [INFO] - [E:68| 0]: Train Loss:0.001411, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:18:05,200 - testrun_c9ec8d9c - [INFO] - [E:68| 100]: Train Loss:0.0015033, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:19:08,887 - testrun_c9ec8d9c - [INFO] - [E:68| 200]: Train Loss:0.0014674, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:20:12,594 - testrun_c9ec8d9c - [INFO] - [E:68| 300]: Train Loss:0.0014573, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:21:16,304 - testrun_c9ec8d9c - [INFO] - [E:68| 400]: Train Loss:0.0014634, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:22:20,006 - testrun_c9ec8d9c - [INFO] - [E:68| 500]: Train Loss:0.0014637, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:23:23,676 - testrun_c9ec8d9c - [INFO] - [E:68| 600]: Train Loss:0.0014624, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:24:27,297 - testrun_c9ec8d9c - [INFO] - [E:68| 700]: Train Loss:0.0014662, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:25:30,905 - testrun_c9ec8d9c - [INFO] - [E:68| 800]: Train Loss:0.0014656, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:26:34,615 - testrun_c9ec8d9c - [INFO] - [E:68| 900]: Train Loss:0.001464, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:27:38,305 - testrun_c9ec8d9c - [INFO] - [E:68| 1000]: Train Loss:0.0014663, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:28:41,982 - testrun_c9ec8d9c - [INFO] - [E:68| 1100]: Train Loss:0.0014646, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:29:25,609 - testrun_c9ec8d9c - [INFO] - [Epoch:68]: Training Loss:0.001463
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2023-04-26 04:29:25,832 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 04:29:47,763 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 04:29:55,911 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 04:30:20,561 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 04:30:29,444 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 68 valid]:
|
|
MRR: Tail : 0.40174, Head : 0.19866, Avg : 0.3002
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2023-04-26 04:30:29,444 - testrun_c9ec8d9c - [INFO] - [Epoch 68]: Training Loss: 0.0014626, Valid MRR: 0.30046,
|
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2023-04-26 04:30:30,093 - testrun_c9ec8d9c - [INFO] - [E:69| 0]: Train Loss:0.001322, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:31:33,725 - testrun_c9ec8d9c - [INFO] - [E:69| 100]: Train Loss:0.0014347, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:32:37,368 - testrun_c9ec8d9c - [INFO] - [E:69| 200]: Train Loss:0.001462, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:33:40,985 - testrun_c9ec8d9c - [INFO] - [E:69| 300]: Train Loss:0.0014589, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:34:44,628 - testrun_c9ec8d9c - [INFO] - [E:69| 400]: Train Loss:0.0014639, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:35:48,310 - testrun_c9ec8d9c - [INFO] - [E:69| 500]: Train Loss:0.0014598, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:36:51,976 - testrun_c9ec8d9c - [INFO] - [E:69| 600]: Train Loss:0.0014566, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:37:55,637 - testrun_c9ec8d9c - [INFO] - [E:69| 700]: Train Loss:0.0014589, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:38:59,243 - testrun_c9ec8d9c - [INFO] - [E:69| 800]: Train Loss:0.0014594, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:40:02,884 - testrun_c9ec8d9c - [INFO] - [E:69| 900]: Train Loss:0.0014557, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:41:06,522 - testrun_c9ec8d9c - [INFO] - [E:69| 1000]: Train Loss:0.0014588, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:42:10,187 - testrun_c9ec8d9c - [INFO] - [E:69| 1100]: Train Loss:0.0014605, Val MRR:0.30046, testrun_c9ec8d9c
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2023-04-26 04:42:53,801 - testrun_c9ec8d9c - [INFO] - [Epoch:69]: Training Loss:0.001461
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2023-04-26 04:42:54,024 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 04:43:15,944 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 04:43:24,081 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 04:43:48,749 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 04:43:57,615 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 69 valid]:
|
|
MRR: Tail : 0.40493, Head : 0.20005, Avg : 0.30249
|
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MR: Tail : 162.76, Head : 378.85, Avg : 270.81
|
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Hit-1: Tail : 0.31537, Head : 0.12826, Avg : 0.22181
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Hit-3: Tail : 0.44289, Head : 0.2158, Avg : 0.32934
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Hit-10: Tail : 0.58072, Head : 0.34599, Avg : 0.46336
|
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2023-04-26 04:43:58,656 - testrun_c9ec8d9c - [INFO] - [Epoch 69]: Training Loss: 0.0014605, Valid MRR: 0.30249,
|
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2023-04-26 04:43:59,308 - testrun_c9ec8d9c - [INFO] - [E:70| 0]: Train Loss:0.0014947, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 04:45:02,865 - testrun_c9ec8d9c - [INFO] - [E:70| 100]: Train Loss:0.0014559, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 04:46:06,487 - testrun_c9ec8d9c - [INFO] - [E:70| 200]: Train Loss:0.0014623, Val MRR:0.30249, testrun_c9ec8d9c
|
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2023-04-26 04:47:10,158 - testrun_c9ec8d9c - [INFO] - [E:70| 300]: Train Loss:0.0014569, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 04:48:13,797 - testrun_c9ec8d9c - [INFO] - [E:70| 400]: Train Loss:0.0014598, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 04:49:17,398 - testrun_c9ec8d9c - [INFO] - [E:70| 500]: Train Loss:0.0014617, Val MRR:0.30249, testrun_c9ec8d9c
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|
2023-04-26 04:50:21,123 - testrun_c9ec8d9c - [INFO] - [E:70| 600]: Train Loss:0.0014589, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 04:51:24,703 - testrun_c9ec8d9c - [INFO] - [E:70| 700]: Train Loss:0.0014586, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 04:52:28,301 - testrun_c9ec8d9c - [INFO] - [E:70| 800]: Train Loss:0.0014571, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 04:53:31,912 - testrun_c9ec8d9c - [INFO] - [E:70| 900]: Train Loss:0.0014605, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 04:54:35,546 - testrun_c9ec8d9c - [INFO] - [E:70| 1000]: Train Loss:0.0014586, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 04:55:39,184 - testrun_c9ec8d9c - [INFO] - [E:70| 1100]: Train Loss:0.0014571, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 04:56:22,766 - testrun_c9ec8d9c - [INFO] - [Epoch:70]: Training Loss:0.001458
|
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|
2023-04-26 04:56:22,988 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 04:56:44,890 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 04:56:53,017 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 04:57:17,699 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 04:57:26,545 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 70 valid]:
|
|
MRR: Tail : 0.40445, Head : 0.19962, Avg : 0.30203
|
|
|
|
2023-04-26 04:57:26,545 - testrun_c9ec8d9c - [INFO] - [Epoch 70]: Training Loss: 0.0014583, Valid MRR: 0.30249,
|
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|
|
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2023-04-26 04:57:27,193 - testrun_c9ec8d9c - [INFO] - [E:71| 0]: Train Loss:0.0013208, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 04:58:30,804 - testrun_c9ec8d9c - [INFO] - [E:71| 100]: Train Loss:0.0014432, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 04:59:34,407 - testrun_c9ec8d9c - [INFO] - [E:71| 200]: Train Loss:0.0014512, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 05:00:38,015 - testrun_c9ec8d9c - [INFO] - [E:71| 300]: Train Loss:0.0014555, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 05:01:41,712 - testrun_c9ec8d9c - [INFO] - [E:71| 400]: Train Loss:0.0014525, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 05:02:45,438 - testrun_c9ec8d9c - [INFO] - [E:71| 500]: Train Loss:0.0014489, Val MRR:0.30249, testrun_c9ec8d9c
|
|
2023-04-26 05:03:49,143 - testrun_c9ec8d9c - [INFO] - [E:71| 600]: Train Loss:0.0014492, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 05:04:52,864 - testrun_c9ec8d9c - [INFO] - [E:71| 700]: Train Loss:0.0014537, Val MRR:0.30249, testrun_c9ec8d9c
|
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2023-04-26 05:05:56,594 - testrun_c9ec8d9c - [INFO] - [E:71| 800]: Train Loss:0.0014569, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 05:07:00,303 - testrun_c9ec8d9c - [INFO] - [E:71| 900]: Train Loss:0.001456, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 05:08:04,031 - testrun_c9ec8d9c - [INFO] - [E:71| 1000]: Train Loss:0.001456, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 05:09:07,753 - testrun_c9ec8d9c - [INFO] - [E:71| 1100]: Train Loss:0.0014545, Val MRR:0.30249, testrun_c9ec8d9c
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2023-04-26 05:09:51,414 - testrun_c9ec8d9c - [INFO] - [Epoch:71]: Training Loss:0.001452
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|
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2023-04-26 05:09:51,636 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 05:10:13,566 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 05:10:21,715 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 05:10:46,369 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 05:10:55,253 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 71 valid]:
|
|
MRR: Tail : 0.40565, Head : 0.2019, Avg : 0.30378
|
|
|
|
2023-04-26 05:10:56,299 - testrun_c9ec8d9c - [INFO] - [Epoch 71]: Training Loss: 0.001452, Valid MRR: 0.30378,
|
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|
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2023-04-26 05:10:56,956 - testrun_c9ec8d9c - [INFO] - [E:72| 0]: Train Loss:0.0015469, Val MRR:0.30378, testrun_c9ec8d9c
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2023-04-26 05:12:00,669 - testrun_c9ec8d9c - [INFO] - [E:72| 100]: Train Loss:0.0014838, Val MRR:0.30378, testrun_c9ec8d9c
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2023-04-26 05:13:04,395 - testrun_c9ec8d9c - [INFO] - [E:72| 200]: Train Loss:0.0014541, Val MRR:0.30378, testrun_c9ec8d9c
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2023-04-26 05:14:08,117 - testrun_c9ec8d9c - [INFO] - [E:72| 300]: Train Loss:0.0014541, Val MRR:0.30378, testrun_c9ec8d9c
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2023-04-26 05:15:11,841 - testrun_c9ec8d9c - [INFO] - [E:72| 400]: Train Loss:0.0014448, Val MRR:0.30378, testrun_c9ec8d9c
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2023-04-26 05:16:15,518 - testrun_c9ec8d9c - [INFO] - [E:72| 500]: Train Loss:0.0014383, Val MRR:0.30378, testrun_c9ec8d9c
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2023-04-26 05:17:19,119 - testrun_c9ec8d9c - [INFO] - [E:72| 600]: Train Loss:0.0014473, Val MRR:0.30378, testrun_c9ec8d9c
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2023-04-26 05:18:22,706 - testrun_c9ec8d9c - [INFO] - [E:72| 700]: Train Loss:0.0014466, Val MRR:0.30378, testrun_c9ec8d9c
|
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2023-04-26 05:19:26,287 - testrun_c9ec8d9c - [INFO] - [E:72| 800]: Train Loss:0.001445, Val MRR:0.30378, testrun_c9ec8d9c
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2023-04-26 05:20:29,854 - testrun_c9ec8d9c - [INFO] - [E:72| 900]: Train Loss:0.0014462, Val MRR:0.30378, testrun_c9ec8d9c
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2023-04-26 05:21:33,426 - testrun_c9ec8d9c - [INFO] - [E:72| 1000]: Train Loss:0.0014501, Val MRR:0.30378, testrun_c9ec8d9c
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2023-04-26 05:22:37,007 - testrun_c9ec8d9c - [INFO] - [E:72| 1100]: Train Loss:0.0014483, Val MRR:0.30378, testrun_c9ec8d9c
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2023-04-26 05:23:20,563 - testrun_c9ec8d9c - [INFO] - [Epoch:72]: Training Loss:0.001449
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2023-04-26 05:23:20,785 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 05:23:42,706 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 05:23:50,863 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 05:24:15,482 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 05:24:24,363 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 72 valid]:
|
|
MRR: Tail : 0.40931, Head : 0.20304, Avg : 0.30617
|
|
|
|
2023-04-26 05:24:25,402 - testrun_c9ec8d9c - [INFO] - [Epoch 72]: Training Loss: 0.0014492, Valid MRR: 0.30617,
|
|
|
|
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2023-04-26 05:24:26,054 - testrun_c9ec8d9c - [INFO] - [E:73| 0]: Train Loss:0.0013864, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:25:29,695 - testrun_c9ec8d9c - [INFO] - [E:73| 100]: Train Loss:0.0014644, Val MRR:0.30617, testrun_c9ec8d9c
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|
2023-04-26 05:26:33,274 - testrun_c9ec8d9c - [INFO] - [E:73| 200]: Train Loss:0.0014532, Val MRR:0.30617, testrun_c9ec8d9c
|
|
2023-04-26 05:27:36,871 - testrun_c9ec8d9c - [INFO] - [E:73| 300]: Train Loss:0.0014625, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:28:40,461 - testrun_c9ec8d9c - [INFO] - [E:73| 400]: Train Loss:0.0014551, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:29:44,047 - testrun_c9ec8d9c - [INFO] - [E:73| 500]: Train Loss:0.0014494, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:30:47,599 - testrun_c9ec8d9c - [INFO] - [E:73| 600]: Train Loss:0.0014475, Val MRR:0.30617, testrun_c9ec8d9c
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|
2023-04-26 05:31:51,159 - testrun_c9ec8d9c - [INFO] - [E:73| 700]: Train Loss:0.0014542, Val MRR:0.30617, testrun_c9ec8d9c
|
|
2023-04-26 05:32:54,711 - testrun_c9ec8d9c - [INFO] - [E:73| 800]: Train Loss:0.0014499, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:33:58,272 - testrun_c9ec8d9c - [INFO] - [E:73| 900]: Train Loss:0.0014459, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:35:01,848 - testrun_c9ec8d9c - [INFO] - [E:73| 1000]: Train Loss:0.0014454, Val MRR:0.30617, testrun_c9ec8d9c
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|
2023-04-26 05:36:05,410 - testrun_c9ec8d9c - [INFO] - [E:73| 1100]: Train Loss:0.0014458, Val MRR:0.30617, testrun_c9ec8d9c
|
|
2023-04-26 05:36:48,946 - testrun_c9ec8d9c - [INFO] - [Epoch:73]: Training Loss:0.001447
|
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|
|
2023-04-26 05:36:49,168 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 05:37:11,061 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 05:37:19,192 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 05:37:43,867 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 05:37:52,683 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 73 valid]:
|
|
MRR: Tail : 0.40836, Head : 0.20264, Avg : 0.3055
|
|
|
|
2023-04-26 05:37:52,683 - testrun_c9ec8d9c - [INFO] - [Epoch 73]: Training Loss: 0.0014465, Valid MRR: 0.30617,
|
|
|
|
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2023-04-26 05:37:53,332 - testrun_c9ec8d9c - [INFO] - [E:74| 0]: Train Loss:0.0014077, Val MRR:0.30617, testrun_c9ec8d9c
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|
2023-04-26 05:38:56,912 - testrun_c9ec8d9c - [INFO] - [E:74| 100]: Train Loss:0.0013953, Val MRR:0.30617, testrun_c9ec8d9c
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|
2023-04-26 05:40:00,570 - testrun_c9ec8d9c - [INFO] - [E:74| 200]: Train Loss:0.001423, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:41:04,199 - testrun_c9ec8d9c - [INFO] - [E:74| 300]: Train Loss:0.0014317, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:42:07,827 - testrun_c9ec8d9c - [INFO] - [E:74| 400]: Train Loss:0.0014332, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:43:11,435 - testrun_c9ec8d9c - [INFO] - [E:74| 500]: Train Loss:0.0014386, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:44:15,040 - testrun_c9ec8d9c - [INFO] - [E:74| 600]: Train Loss:0.0014358, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:45:18,695 - testrun_c9ec8d9c - [INFO] - [E:74| 700]: Train Loss:0.0014358, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:46:22,367 - testrun_c9ec8d9c - [INFO] - [E:74| 800]: Train Loss:0.0014416, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:47:25,974 - testrun_c9ec8d9c - [INFO] - [E:74| 900]: Train Loss:0.0014385, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:48:29,559 - testrun_c9ec8d9c - [INFO] - [E:74| 1000]: Train Loss:0.001441, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:49:33,125 - testrun_c9ec8d9c - [INFO] - [E:74| 1100]: Train Loss:0.0014413, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:50:16,681 - testrun_c9ec8d9c - [INFO] - [Epoch:74]: Training Loss:0.001441
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2023-04-26 05:50:16,903 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 05:50:38,794 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 05:50:46,933 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 05:51:11,605 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 05:51:20,415 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 74 valid]:
|
|
MRR: Tail : 0.40887, Head : 0.20339, Avg : 0.30613
|
|
|
|
2023-04-26 05:51:20,415 - testrun_c9ec8d9c - [INFO] - [Epoch 74]: Training Loss: 0.0014406, Valid MRR: 0.30617,
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2023-04-26 05:51:21,062 - testrun_c9ec8d9c - [INFO] - [E:75| 0]: Train Loss:0.0015374, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:52:24,636 - testrun_c9ec8d9c - [INFO] - [E:75| 100]: Train Loss:0.0014619, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:53:28,212 - testrun_c9ec8d9c - [INFO] - [E:75| 200]: Train Loss:0.0014533, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:54:31,784 - testrun_c9ec8d9c - [INFO] - [E:75| 300]: Train Loss:0.001451, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:55:35,371 - testrun_c9ec8d9c - [INFO] - [E:75| 400]: Train Loss:0.0014457, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:56:38,964 - testrun_c9ec8d9c - [INFO] - [E:75| 500]: Train Loss:0.0014466, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:57:42,608 - testrun_c9ec8d9c - [INFO] - [E:75| 600]: Train Loss:0.0014471, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:58:46,268 - testrun_c9ec8d9c - [INFO] - [E:75| 700]: Train Loss:0.0014439, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 05:59:49,856 - testrun_c9ec8d9c - [INFO] - [E:75| 800]: Train Loss:0.0014427, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 06:00:53,498 - testrun_c9ec8d9c - [INFO] - [E:75| 900]: Train Loss:0.0014419, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 06:01:57,217 - testrun_c9ec8d9c - [INFO] - [E:75| 1000]: Train Loss:0.0014391, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 06:03:00,913 - testrun_c9ec8d9c - [INFO] - [E:75| 1100]: Train Loss:0.0014402, Val MRR:0.30617, testrun_c9ec8d9c
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2023-04-26 06:03:44,563 - testrun_c9ec8d9c - [INFO] - [Epoch:75]: Training Loss:0.001441
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2023-04-26 06:03:44,784 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 06:04:06,708 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 06:04:14,850 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 06:04:39,557 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 06:04:48,370 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 75 valid]:
|
|
MRR: Tail : 0.40932, Head : 0.20517, Avg : 0.30725
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2023-04-26 06:04:49,419 - testrun_c9ec8d9c - [INFO] - [Epoch 75]: Training Loss: 0.0014405, Valid MRR: 0.30725,
|
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2023-04-26 06:04:50,076 - testrun_c9ec8d9c - [INFO] - [E:76| 0]: Train Loss:0.0015253, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:05:53,808 - testrun_c9ec8d9c - [INFO] - [E:76| 100]: Train Loss:0.0014505, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:06:57,518 - testrun_c9ec8d9c - [INFO] - [E:76| 200]: Train Loss:0.0014711, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:08:01,113 - testrun_c9ec8d9c - [INFO] - [E:76| 300]: Train Loss:0.0014462, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:09:04,760 - testrun_c9ec8d9c - [INFO] - [E:76| 400]: Train Loss:0.0014498, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:10:08,408 - testrun_c9ec8d9c - [INFO] - [E:76| 500]: Train Loss:0.0014428, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:11:12,013 - testrun_c9ec8d9c - [INFO] - [E:76| 600]: Train Loss:0.0014446, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:12:15,622 - testrun_c9ec8d9c - [INFO] - [E:76| 700]: Train Loss:0.0014389, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:13:19,232 - testrun_c9ec8d9c - [INFO] - [E:76| 800]: Train Loss:0.001434, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:14:22,917 - testrun_c9ec8d9c - [INFO] - [E:76| 900]: Train Loss:0.0014355, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:15:26,605 - testrun_c9ec8d9c - [INFO] - [E:76| 1000]: Train Loss:0.0014353, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:16:30,264 - testrun_c9ec8d9c - [INFO] - [E:76| 1100]: Train Loss:0.0014346, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:17:13,895 - testrun_c9ec8d9c - [INFO] - [Epoch:76]: Training Loss:0.001435
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2023-04-26 06:17:14,119 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 06:17:36,036 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 06:17:44,200 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 06:18:08,914 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 06:18:17,722 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 76 valid]:
|
|
MRR: Tail : 0.40971, Head : 0.20247, Avg : 0.30609
|
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|
|
2023-04-26 06:18:17,722 - testrun_c9ec8d9c - [INFO] - [Epoch 76]: Training Loss: 0.001435, Valid MRR: 0.30725,
|
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|
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2023-04-26 06:18:18,373 - testrun_c9ec8d9c - [INFO] - [E:77| 0]: Train Loss:0.0012816, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:19:22,045 - testrun_c9ec8d9c - [INFO] - [E:77| 100]: Train Loss:0.0014296, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:20:25,743 - testrun_c9ec8d9c - [INFO] - [E:77| 200]: Train Loss:0.0014276, Val MRR:0.30725, testrun_c9ec8d9c
|
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2023-04-26 06:21:29,451 - testrun_c9ec8d9c - [INFO] - [E:77| 300]: Train Loss:0.0014242, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:22:33,068 - testrun_c9ec8d9c - [INFO] - [E:77| 400]: Train Loss:0.001445, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:23:36,684 - testrun_c9ec8d9c - [INFO] - [E:77| 500]: Train Loss:0.0014359, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:24:40,358 - testrun_c9ec8d9c - [INFO] - [E:77| 600]: Train Loss:0.0014345, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:25:44,064 - testrun_c9ec8d9c - [INFO] - [E:77| 700]: Train Loss:0.0014338, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:26:47,723 - testrun_c9ec8d9c - [INFO] - [E:77| 800]: Train Loss:0.0014378, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:27:51,319 - testrun_c9ec8d9c - [INFO] - [E:77| 900]: Train Loss:0.0014368, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:28:54,955 - testrun_c9ec8d9c - [INFO] - [E:77| 1000]: Train Loss:0.0014353, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:29:58,584 - testrun_c9ec8d9c - [INFO] - [E:77| 1100]: Train Loss:0.0014336, Val MRR:0.30725, testrun_c9ec8d9c
|
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2023-04-26 06:30:42,164 - testrun_c9ec8d9c - [INFO] - [Epoch:77]: Training Loss:0.001434
|
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2023-04-26 06:30:42,387 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 06:31:04,288 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 06:31:12,425 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 06:31:37,112 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 06:31:45,966 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 77 valid]:
|
|
MRR: Tail : 0.4078, Head : 0.20424, Avg : 0.30602
|
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|
|
2023-04-26 06:31:45,966 - testrun_c9ec8d9c - [INFO] - [Epoch 77]: Training Loss: 0.0014335, Valid MRR: 0.30725,
|
|
|
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2023-04-26 06:31:46,614 - testrun_c9ec8d9c - [INFO] - [E:78| 0]: Train Loss:0.0014406, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:32:50,213 - testrun_c9ec8d9c - [INFO] - [E:78| 100]: Train Loss:0.0013974, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:33:53,828 - testrun_c9ec8d9c - [INFO] - [E:78| 200]: Train Loss:0.0014194, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:34:57,422 - testrun_c9ec8d9c - [INFO] - [E:78| 300]: Train Loss:0.0014181, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:36:01,085 - testrun_c9ec8d9c - [INFO] - [E:78| 400]: Train Loss:0.0014151, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:37:04,757 - testrun_c9ec8d9c - [INFO] - [E:78| 500]: Train Loss:0.0014136, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:38:08,340 - testrun_c9ec8d9c - [INFO] - [E:78| 600]: Train Loss:0.0014205, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:39:12,042 - testrun_c9ec8d9c - [INFO] - [E:78| 700]: Train Loss:0.001421, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:40:15,718 - testrun_c9ec8d9c - [INFO] - [E:78| 800]: Train Loss:0.0014227, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:41:19,440 - testrun_c9ec8d9c - [INFO] - [E:78| 900]: Train Loss:0.0014273, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:42:23,142 - testrun_c9ec8d9c - [INFO] - [E:78| 1000]: Train Loss:0.0014269, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:43:26,862 - testrun_c9ec8d9c - [INFO] - [E:78| 1100]: Train Loss:0.0014285, Val MRR:0.30725, testrun_c9ec8d9c
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2023-04-26 06:44:10,515 - testrun_c9ec8d9c - [INFO] - [Epoch:78]: Training Loss:0.00143
|
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2023-04-26 06:44:10,738 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 06:44:32,672 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 06:44:40,830 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 06:45:05,447 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 06:45:14,343 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 78 valid]:
|
|
MRR: Tail : 0.41087, Head : 0.20366, Avg : 0.30727
|
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|
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2023-04-26 06:45:15,387 - testrun_c9ec8d9c - [INFO] - [Epoch 78]: Training Loss: 0.0014298, Valid MRR: 0.30727,
|
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2023-04-26 06:45:16,037 - testrun_c9ec8d9c - [INFO] - [E:79| 0]: Train Loss:0.0012414, Val MRR:0.30727, testrun_c9ec8d9c
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2023-04-26 06:46:19,738 - testrun_c9ec8d9c - [INFO] - [E:79| 100]: Train Loss:0.0014312, Val MRR:0.30727, testrun_c9ec8d9c
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2023-04-26 06:47:23,467 - testrun_c9ec8d9c - [INFO] - [E:79| 200]: Train Loss:0.0014311, Val MRR:0.30727, testrun_c9ec8d9c
|
|
2023-04-26 06:48:27,179 - testrun_c9ec8d9c - [INFO] - [E:79| 300]: Train Loss:0.0014248, Val MRR:0.30727, testrun_c9ec8d9c
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2023-04-26 06:49:30,910 - testrun_c9ec8d9c - [INFO] - [E:79| 400]: Train Loss:0.0014232, Val MRR:0.30727, testrun_c9ec8d9c
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2023-04-26 06:50:34,631 - testrun_c9ec8d9c - [INFO] - [E:79| 500]: Train Loss:0.0014296, Val MRR:0.30727, testrun_c9ec8d9c
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2023-04-26 06:51:38,345 - testrun_c9ec8d9c - [INFO] - [E:79| 600]: Train Loss:0.0014262, Val MRR:0.30727, testrun_c9ec8d9c
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2023-04-26 06:52:42,069 - testrun_c9ec8d9c - [INFO] - [E:79| 700]: Train Loss:0.00143, Val MRR:0.30727, testrun_c9ec8d9c
|
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2023-04-26 06:53:45,795 - testrun_c9ec8d9c - [INFO] - [E:79| 800]: Train Loss:0.0014275, Val MRR:0.30727, testrun_c9ec8d9c
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2023-04-26 06:54:49,458 - testrun_c9ec8d9c - [INFO] - [E:79| 900]: Train Loss:0.0014259, Val MRR:0.30727, testrun_c9ec8d9c
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2023-04-26 06:55:53,138 - testrun_c9ec8d9c - [INFO] - [E:79| 1000]: Train Loss:0.0014268, Val MRR:0.30727, testrun_c9ec8d9c
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2023-04-26 06:56:56,760 - testrun_c9ec8d9c - [INFO] - [E:79| 1100]: Train Loss:0.0014275, Val MRR:0.30727, testrun_c9ec8d9c
|
|
2023-04-26 06:57:40,361 - testrun_c9ec8d9c - [INFO] - [Epoch:79]: Training Loss:0.001427
|
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|
|
2023-04-26 06:57:40,584 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 06:58:02,516 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 06:58:10,653 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 06:58:35,313 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 06:58:44,158 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 79 valid]:
|
|
MRR: Tail : 0.4108, Head : 0.2065, Avg : 0.30865
|
|
MR: Tail : 159.24, Head : 351.73, Avg : 255.48
|
|
Hit-1: Tail : 0.31851, Head : 0.13253, Avg : 0.22552
|
|
Hit-3: Tail : 0.4511, Head : 0.22367, Avg : 0.33738
|
|
Hit-10: Tail : 0.58968, Head : 0.35757, Avg : 0.47362
|
|
2023-04-26 06:58:46,206 - testrun_c9ec8d9c - [INFO] - [Epoch 79]: Training Loss: 0.0014266, Valid MRR: 0.30865,
|
|
|
|
|
|
|
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2023-04-26 06:58:46,854 - testrun_c9ec8d9c - [INFO] - [E:80| 0]: Train Loss:0.0013952, Val MRR:0.30865, testrun_c9ec8d9c
|
|
2023-04-26 06:59:50,474 - testrun_c9ec8d9c - [INFO] - [E:80| 100]: Train Loss:0.0014243, Val MRR:0.30865, testrun_c9ec8d9c
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2023-04-26 07:00:54,037 - testrun_c9ec8d9c - [INFO] - [E:80| 200]: Train Loss:0.0014251, Val MRR:0.30865, testrun_c9ec8d9c
|
|
2023-04-26 07:01:57,605 - testrun_c9ec8d9c - [INFO] - [E:80| 300]: Train Loss:0.0014274, Val MRR:0.30865, testrun_c9ec8d9c
|
|
2023-04-26 07:03:01,173 - testrun_c9ec8d9c - [INFO] - [E:80| 400]: Train Loss:0.0014169, Val MRR:0.30865, testrun_c9ec8d9c
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2023-04-26 07:04:04,756 - testrun_c9ec8d9c - [INFO] - [E:80| 500]: Train Loss:0.0014269, Val MRR:0.30865, testrun_c9ec8d9c
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2023-04-26 07:05:08,346 - testrun_c9ec8d9c - [INFO] - [E:80| 600]: Train Loss:0.0014302, Val MRR:0.30865, testrun_c9ec8d9c
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2023-04-26 07:06:11,926 - testrun_c9ec8d9c - [INFO] - [E:80| 700]: Train Loss:0.0014273, Val MRR:0.30865, testrun_c9ec8d9c
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2023-04-26 07:07:15,513 - testrun_c9ec8d9c - [INFO] - [E:80| 800]: Train Loss:0.0014284, Val MRR:0.30865, testrun_c9ec8d9c
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2023-04-26 07:08:19,086 - testrun_c9ec8d9c - [INFO] - [E:80| 900]: Train Loss:0.0014284, Val MRR:0.30865, testrun_c9ec8d9c
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2023-04-26 07:09:22,652 - testrun_c9ec8d9c - [INFO] - [E:80| 1000]: Train Loss:0.0014269, Val MRR:0.30865, testrun_c9ec8d9c
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2023-04-26 07:10:26,228 - testrun_c9ec8d9c - [INFO] - [E:80| 1100]: Train Loss:0.0014233, Val MRR:0.30865, testrun_c9ec8d9c
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2023-04-26 07:11:09,769 - testrun_c9ec8d9c - [INFO] - [Epoch:80]: Training Loss:0.001424
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2023-04-26 07:11:09,991 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 07:11:31,905 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 07:11:40,035 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 07:12:04,649 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 07:12:13,497 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 80 valid]:
|
|
MRR: Tail : 0.41316, Head : 0.20862, Avg : 0.31089
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2023-04-26 07:12:14,539 - testrun_c9ec8d9c - [INFO] - [Epoch 80]: Training Loss: 0.0014236, Valid MRR: 0.31089,
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2023-04-26 07:12:15,192 - testrun_c9ec8d9c - [INFO] - [E:81| 0]: Train Loss:0.0013417, Val MRR:0.31089, testrun_c9ec8d9c
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2023-04-26 07:13:18,783 - testrun_c9ec8d9c - [INFO] - [E:81| 100]: Train Loss:0.0014228, Val MRR:0.31089, testrun_c9ec8d9c
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2023-04-26 07:14:22,359 - testrun_c9ec8d9c - [INFO] - [E:81| 200]: Train Loss:0.0014461, Val MRR:0.31089, testrun_c9ec8d9c
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2023-04-26 07:15:25,939 - testrun_c9ec8d9c - [INFO] - [E:81| 300]: Train Loss:0.0014331, Val MRR:0.31089, testrun_c9ec8d9c
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2023-04-26 07:16:29,516 - testrun_c9ec8d9c - [INFO] - [E:81| 400]: Train Loss:0.0014334, Val MRR:0.31089, testrun_c9ec8d9c
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2023-04-26 07:17:33,091 - testrun_c9ec8d9c - [INFO] - [E:81| 500]: Train Loss:0.0014243, Val MRR:0.31089, testrun_c9ec8d9c
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2023-04-26 07:18:36,672 - testrun_c9ec8d9c - [INFO] - [E:81| 600]: Train Loss:0.0014208, Val MRR:0.31089, testrun_c9ec8d9c
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2023-04-26 07:19:40,254 - testrun_c9ec8d9c - [INFO] - [E:81| 700]: Train Loss:0.0014196, Val MRR:0.31089, testrun_c9ec8d9c
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2023-04-26 07:20:43,825 - testrun_c9ec8d9c - [INFO] - [E:81| 800]: Train Loss:0.0014255, Val MRR:0.31089, testrun_c9ec8d9c
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2023-04-26 07:21:47,395 - testrun_c9ec8d9c - [INFO] - [E:81| 900]: Train Loss:0.001426, Val MRR:0.31089, testrun_c9ec8d9c
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2023-04-26 07:22:51,028 - testrun_c9ec8d9c - [INFO] - [E:81| 1000]: Train Loss:0.001422, Val MRR:0.31089, testrun_c9ec8d9c
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2023-04-26 07:23:54,654 - testrun_c9ec8d9c - [INFO] - [E:81| 1100]: Train Loss:0.0014217, Val MRR:0.31089, testrun_c9ec8d9c
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2023-04-26 07:24:38,278 - testrun_c9ec8d9c - [INFO] - [Epoch:81]: Training Loss:0.001422
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2023-04-26 07:24:38,501 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 07:25:00,405 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 07:25:08,535 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 07:25:33,102 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 07:25:42,004 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 81 valid]:
|
|
MRR: Tail : 0.41426, Head : 0.20815, Avg : 0.3112
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2023-04-26 07:25:43,055 - testrun_c9ec8d9c - [INFO] - [Epoch 81]: Training Loss: 0.0014219, Valid MRR: 0.3112,
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2023-04-26 07:25:43,715 - testrun_c9ec8d9c - [INFO] - [E:82| 0]: Train Loss:0.0013121, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:26:47,294 - testrun_c9ec8d9c - [INFO] - [E:82| 100]: Train Loss:0.0013928, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:27:50,941 - testrun_c9ec8d9c - [INFO] - [E:82| 200]: Train Loss:0.0014079, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:28:54,553 - testrun_c9ec8d9c - [INFO] - [E:82| 300]: Train Loss:0.0014304, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:29:58,141 - testrun_c9ec8d9c - [INFO] - [E:82| 400]: Train Loss:0.0014337, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:31:01,823 - testrun_c9ec8d9c - [INFO] - [E:82| 500]: Train Loss:0.0014314, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:32:05,407 - testrun_c9ec8d9c - [INFO] - [E:82| 600]: Train Loss:0.0014243, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:33:09,045 - testrun_c9ec8d9c - [INFO] - [E:82| 700]: Train Loss:0.0014183, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:34:12,680 - testrun_c9ec8d9c - [INFO] - [E:82| 800]: Train Loss:0.0014139, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:35:16,261 - testrun_c9ec8d9c - [INFO] - [E:82| 900]: Train Loss:0.0014136, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:36:19,817 - testrun_c9ec8d9c - [INFO] - [E:82| 1000]: Train Loss:0.0014172, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:37:23,503 - testrun_c9ec8d9c - [INFO] - [E:82| 1100]: Train Loss:0.0014164, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:38:07,135 - testrun_c9ec8d9c - [INFO] - [Epoch:82]: Training Loss:0.001416
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2023-04-26 07:38:07,357 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 07:38:29,285 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 07:38:37,441 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 07:39:02,056 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 07:39:10,891 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 82 valid]:
|
|
MRR: Tail : 0.41372, Head : 0.20843, Avg : 0.31107
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2023-04-26 07:39:10,891 - testrun_c9ec8d9c - [INFO] - [Epoch 82]: Training Loss: 0.0014164, Valid MRR: 0.3112,
|
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2023-04-26 07:39:11,538 - testrun_c9ec8d9c - [INFO] - [E:83| 0]: Train Loss:0.0013316, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:40:15,162 - testrun_c9ec8d9c - [INFO] - [E:83| 100]: Train Loss:0.0013708, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:41:18,754 - testrun_c9ec8d9c - [INFO] - [E:83| 200]: Train Loss:0.0013984, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:42:22,326 - testrun_c9ec8d9c - [INFO] - [E:83| 300]: Train Loss:0.0013868, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:43:26,038 - testrun_c9ec8d9c - [INFO] - [E:83| 400]: Train Loss:0.001403, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:44:29,727 - testrun_c9ec8d9c - [INFO] - [E:83| 500]: Train Loss:0.0014153, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:45:33,363 - testrun_c9ec8d9c - [INFO] - [E:83| 600]: Train Loss:0.0014162, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:46:36,944 - testrun_c9ec8d9c - [INFO] - [E:83| 700]: Train Loss:0.0014182, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:47:40,508 - testrun_c9ec8d9c - [INFO] - [E:83| 800]: Train Loss:0.0014197, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:48:44,084 - testrun_c9ec8d9c - [INFO] - [E:83| 900]: Train Loss:0.0014197, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:49:47,650 - testrun_c9ec8d9c - [INFO] - [E:83| 1000]: Train Loss:0.0014164, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:50:51,251 - testrun_c9ec8d9c - [INFO] - [E:83| 1100]: Train Loss:0.0014149, Val MRR:0.3112, testrun_c9ec8d9c
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2023-04-26 07:51:34,807 - testrun_c9ec8d9c - [INFO] - [Epoch:83]: Training Loss:0.001414
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2023-04-26 07:51:35,029 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 07:51:56,933 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 07:52:05,068 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 07:52:29,685 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 07:52:38,549 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 83 valid]:
|
|
MRR: Tail : 0.41537, Head : 0.2092, Avg : 0.31229
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2023-04-26 07:52:39,583 - testrun_c9ec8d9c - [INFO] - [Epoch 83]: Training Loss: 0.0014136, Valid MRR: 0.31229,
|
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2023-04-26 07:52:40,235 - testrun_c9ec8d9c - [INFO] - [E:84| 0]: Train Loss:0.0012983, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 07:53:43,828 - testrun_c9ec8d9c - [INFO] - [E:84| 100]: Train Loss:0.0013747, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 07:54:47,453 - testrun_c9ec8d9c - [INFO] - [E:84| 200]: Train Loss:0.0013884, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 07:55:51,035 - testrun_c9ec8d9c - [INFO] - [E:84| 300]: Train Loss:0.0013998, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 07:56:54,662 - testrun_c9ec8d9c - [INFO] - [E:84| 400]: Train Loss:0.001424, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 07:57:58,394 - testrun_c9ec8d9c - [INFO] - [E:84| 500]: Train Loss:0.0014236, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 07:59:02,089 - testrun_c9ec8d9c - [INFO] - [E:84| 600]: Train Loss:0.0014185, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:00:05,700 - testrun_c9ec8d9c - [INFO] - [E:84| 700]: Train Loss:0.0014171, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:01:09,389 - testrun_c9ec8d9c - [INFO] - [E:84| 800]: Train Loss:0.0014125, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:02:13,105 - testrun_c9ec8d9c - [INFO] - [E:84| 900]: Train Loss:0.0014104, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:03:16,804 - testrun_c9ec8d9c - [INFO] - [E:84| 1000]: Train Loss:0.0014095, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:04:20,510 - testrun_c9ec8d9c - [INFO] - [E:84| 1100]: Train Loss:0.001415, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:05:04,143 - testrun_c9ec8d9c - [INFO] - [Epoch:84]: Training Loss:0.001415
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2023-04-26 08:05:04,365 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 08:05:26,294 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 08:05:34,448 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 08:05:59,086 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 08:06:07,928 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 84 valid]:
|
|
MRR: Tail : 0.41389, Head : 0.20771, Avg : 0.3108
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2023-04-26 08:06:07,929 - testrun_c9ec8d9c - [INFO] - [Epoch 84]: Training Loss: 0.0014148, Valid MRR: 0.31229,
|
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2023-04-26 08:06:08,576 - testrun_c9ec8d9c - [INFO] - [E:85| 0]: Train Loss:0.0012425, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:07:12,290 - testrun_c9ec8d9c - [INFO] - [E:85| 100]: Train Loss:0.0013984, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:08:15,980 - testrun_c9ec8d9c - [INFO] - [E:85| 200]: Train Loss:0.001389, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:09:19,684 - testrun_c9ec8d9c - [INFO] - [E:85| 300]: Train Loss:0.0014094, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:10:23,416 - testrun_c9ec8d9c - [INFO] - [E:85| 400]: Train Loss:0.0014075, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:11:27,112 - testrun_c9ec8d9c - [INFO] - [E:85| 500]: Train Loss:0.0014057, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:12:30,731 - testrun_c9ec8d9c - [INFO] - [E:85| 600]: Train Loss:0.0014076, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:13:34,360 - testrun_c9ec8d9c - [INFO] - [E:85| 700]: Train Loss:0.0014086, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:14:37,989 - testrun_c9ec8d9c - [INFO] - [E:85| 800]: Train Loss:0.0014096, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:15:41,624 - testrun_c9ec8d9c - [INFO] - [E:85| 900]: Train Loss:0.0014097, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:16:45,257 - testrun_c9ec8d9c - [INFO] - [E:85| 1000]: Train Loss:0.0014103, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:17:48,874 - testrun_c9ec8d9c - [INFO] - [E:85| 1100]: Train Loss:0.0014083, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:18:32,437 - testrun_c9ec8d9c - [INFO] - [Epoch:85]: Training Loss:0.001408
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2023-04-26 08:18:32,661 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 08:18:54,577 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 08:19:02,717 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 08:19:27,359 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 08:19:36,225 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 85 valid]:
|
|
MRR: Tail : 0.41477, Head : 0.20791, Avg : 0.31134
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|
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2023-04-26 08:19:36,225 - testrun_c9ec8d9c - [INFO] - [Epoch 85]: Training Loss: 0.0014084, Valid MRR: 0.31229,
|
|
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|
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2023-04-26 08:19:36,873 - testrun_c9ec8d9c - [INFO] - [E:86| 0]: Train Loss:0.0013161, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:20:40,559 - testrun_c9ec8d9c - [INFO] - [E:86| 100]: Train Loss:0.0013984, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:21:44,209 - testrun_c9ec8d9c - [INFO] - [E:86| 200]: Train Loss:0.0013906, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:22:47,903 - testrun_c9ec8d9c - [INFO] - [E:86| 300]: Train Loss:0.0014014, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:23:51,636 - testrun_c9ec8d9c - [INFO] - [E:86| 400]: Train Loss:0.0014064, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:24:55,366 - testrun_c9ec8d9c - [INFO] - [E:86| 500]: Train Loss:0.0014017, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:25:59,063 - testrun_c9ec8d9c - [INFO] - [E:86| 600]: Train Loss:0.0014146, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:27:02,788 - testrun_c9ec8d9c - [INFO] - [E:86| 700]: Train Loss:0.0014106, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:28:06,537 - testrun_c9ec8d9c - [INFO] - [E:86| 800]: Train Loss:0.0014089, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:29:10,250 - testrun_c9ec8d9c - [INFO] - [E:86| 900]: Train Loss:0.0014061, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:30:13,985 - testrun_c9ec8d9c - [INFO] - [E:86| 1000]: Train Loss:0.0014041, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:31:17,667 - testrun_c9ec8d9c - [INFO] - [E:86| 1100]: Train Loss:0.0014056, Val MRR:0.31229, testrun_c9ec8d9c
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2023-04-26 08:32:01,237 - testrun_c9ec8d9c - [INFO] - [Epoch:86]: Training Loss:0.001409
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2023-04-26 08:32:01,458 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 08:32:23,363 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 08:32:31,506 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 08:32:56,208 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 08:33:05,033 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 86 valid]:
|
|
MRR: Tail : 0.415, Head : 0.21049, Avg : 0.31274
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2023-04-26 08:33:06,068 - testrun_c9ec8d9c - [INFO] - [Epoch 86]: Training Loss: 0.0014092, Valid MRR: 0.31274,
|
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2023-04-26 08:33:06,722 - testrun_c9ec8d9c - [INFO] - [E:87| 0]: Train Loss:0.0014708, Val MRR:0.31274, testrun_c9ec8d9c
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2023-04-26 08:34:10,369 - testrun_c9ec8d9c - [INFO] - [E:87| 100]: Train Loss:0.001381, Val MRR:0.31274, testrun_c9ec8d9c
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2023-04-26 08:35:14,009 - testrun_c9ec8d9c - [INFO] - [E:87| 200]: Train Loss:0.0013721, Val MRR:0.31274, testrun_c9ec8d9c
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2023-04-26 08:36:17,647 - testrun_c9ec8d9c - [INFO] - [E:87| 300]: Train Loss:0.0013883, Val MRR:0.31274, testrun_c9ec8d9c
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2023-04-26 08:37:21,274 - testrun_c9ec8d9c - [INFO] - [E:87| 400]: Train Loss:0.0014006, Val MRR:0.31274, testrun_c9ec8d9c
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2023-04-26 08:38:24,891 - testrun_c9ec8d9c - [INFO] - [E:87| 500]: Train Loss:0.0013999, Val MRR:0.31274, testrun_c9ec8d9c
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2023-04-26 08:39:28,583 - testrun_c9ec8d9c - [INFO] - [E:87| 600]: Train Loss:0.0013999, Val MRR:0.31274, testrun_c9ec8d9c
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2023-04-26 08:40:32,270 - testrun_c9ec8d9c - [INFO] - [E:87| 700]: Train Loss:0.0013974, Val MRR:0.31274, testrun_c9ec8d9c
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2023-04-26 08:41:35,921 - testrun_c9ec8d9c - [INFO] - [E:87| 800]: Train Loss:0.0013987, Val MRR:0.31274, testrun_c9ec8d9c
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2023-04-26 08:42:39,581 - testrun_c9ec8d9c - [INFO] - [E:87| 900]: Train Loss:0.0013995, Val MRR:0.31274, testrun_c9ec8d9c
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2023-04-26 08:43:43,222 - testrun_c9ec8d9c - [INFO] - [E:87| 1000]: Train Loss:0.0013989, Val MRR:0.31274, testrun_c9ec8d9c
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2023-04-26 08:44:46,828 - testrun_c9ec8d9c - [INFO] - [E:87| 1100]: Train Loss:0.0014044, Val MRR:0.31274, testrun_c9ec8d9c
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2023-04-26 08:45:30,416 - testrun_c9ec8d9c - [INFO] - [Epoch:87]: Training Loss:0.001403
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2023-04-26 08:45:30,639 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 08:45:52,544 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 08:46:00,683 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 08:46:25,352 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 08:46:34,233 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 87 valid]:
|
|
MRR: Tail : 0.4162, Head : 0.2124, Avg : 0.3143
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2023-04-26 08:46:35,260 - testrun_c9ec8d9c - [INFO] - [Epoch 87]: Training Loss: 0.001403, Valid MRR: 0.3143,
|
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2023-04-26 08:46:35,911 - testrun_c9ec8d9c - [INFO] - [E:88| 0]: Train Loss:0.0014953, Val MRR:0.3143, testrun_c9ec8d9c
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2023-04-26 08:47:39,494 - testrun_c9ec8d9c - [INFO] - [E:88| 100]: Train Loss:0.0013709, Val MRR:0.3143, testrun_c9ec8d9c
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2023-04-26 08:48:43,105 - testrun_c9ec8d9c - [INFO] - [E:88| 200]: Train Loss:0.0013966, Val MRR:0.3143, testrun_c9ec8d9c
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2023-04-26 08:49:46,771 - testrun_c9ec8d9c - [INFO] - [E:88| 300]: Train Loss:0.001385, Val MRR:0.3143, testrun_c9ec8d9c
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2023-04-26 08:50:50,442 - testrun_c9ec8d9c - [INFO] - [E:88| 400]: Train Loss:0.0013944, Val MRR:0.3143, testrun_c9ec8d9c
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2023-04-26 08:51:54,070 - testrun_c9ec8d9c - [INFO] - [E:88| 500]: Train Loss:0.0013974, Val MRR:0.3143, testrun_c9ec8d9c
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2023-04-26 08:52:57,743 - testrun_c9ec8d9c - [INFO] - [E:88| 600]: Train Loss:0.0013982, Val MRR:0.3143, testrun_c9ec8d9c
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2023-04-26 08:54:01,389 - testrun_c9ec8d9c - [INFO] - [E:88| 700]: Train Loss:0.0013966, Val MRR:0.3143, testrun_c9ec8d9c
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2023-04-26 08:55:05,022 - testrun_c9ec8d9c - [INFO] - [E:88| 800]: Train Loss:0.0013958, Val MRR:0.3143, testrun_c9ec8d9c
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2023-04-26 08:56:08,758 - testrun_c9ec8d9c - [INFO] - [E:88| 900]: Train Loss:0.0013986, Val MRR:0.3143, testrun_c9ec8d9c
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2023-04-26 08:57:12,490 - testrun_c9ec8d9c - [INFO] - [E:88| 1000]: Train Loss:0.0014, Val MRR:0.3143, testrun_c9ec8d9c
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2023-04-26 08:58:16,130 - testrun_c9ec8d9c - [INFO] - [E:88| 1100]: Train Loss:0.0014012, Val MRR:0.3143, testrun_c9ec8d9c
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2023-04-26 08:58:59,700 - testrun_c9ec8d9c - [INFO] - [Epoch:88]: Training Loss:0.001401
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2023-04-26 08:58:59,923 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 08:59:21,821 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 08:59:29,950 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 08:59:54,523 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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|
2023-04-26 09:00:03,442 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 88 valid]:
|
|
MRR: Tail : 0.41861, Head : 0.21298, Avg : 0.3158
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|
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2023-04-26 09:00:04,471 - testrun_c9ec8d9c - [INFO] - [Epoch 88]: Training Loss: 0.0014013, Valid MRR: 0.3158,
|
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|
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2023-04-26 09:00:05,130 - testrun_c9ec8d9c - [INFO] - [E:89| 0]: Train Loss:0.0011906, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:01:08,728 - testrun_c9ec8d9c - [INFO] - [E:89| 100]: Train Loss:0.001398, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:02:12,314 - testrun_c9ec8d9c - [INFO] - [E:89| 200]: Train Loss:0.0013886, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:03:15,896 - testrun_c9ec8d9c - [INFO] - [E:89| 300]: Train Loss:0.0013951, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:04:19,493 - testrun_c9ec8d9c - [INFO] - [E:89| 400]: Train Loss:0.001386, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:05:23,093 - testrun_c9ec8d9c - [INFO] - [E:89| 500]: Train Loss:0.0013964, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:06:26,693 - testrun_c9ec8d9c - [INFO] - [E:89| 600]: Train Loss:0.0013926, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:07:30,301 - testrun_c9ec8d9c - [INFO] - [E:89| 700]: Train Loss:0.0013901, Val MRR:0.3158, testrun_c9ec8d9c
|
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2023-04-26 09:08:33,901 - testrun_c9ec8d9c - [INFO] - [E:89| 800]: Train Loss:0.001388, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:09:37,494 - testrun_c9ec8d9c - [INFO] - [E:89| 900]: Train Loss:0.0013871, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:10:41,092 - testrun_c9ec8d9c - [INFO] - [E:89| 1000]: Train Loss:0.0013904, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:11:44,723 - testrun_c9ec8d9c - [INFO] - [E:89| 1100]: Train Loss:0.0013955, Val MRR:0.3158, testrun_c9ec8d9c
|
|
2023-04-26 09:12:28,296 - testrun_c9ec8d9c - [INFO] - [Epoch:89]: Training Loss:0.001398
|
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|
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2023-04-26 09:12:28,520 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 09:12:50,415 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 09:12:58,544 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 09:13:23,203 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 09:13:32,057 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 89 valid]:
|
|
MRR: Tail : 0.41576, Head : 0.21301, Avg : 0.31438
|
|
MR: Tail : 161.48, Head : 351.08, Avg : 256.28
|
|
Hit-1: Tail : 0.32392, Head : 0.13636, Avg : 0.23014
|
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Hit-3: Tail : 0.456, Head : 0.2345, Avg : 0.34525
|
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Hit-10: Tail : 0.59641, Head : 0.36647, Avg : 0.48144
|
|
2023-04-26 09:13:32,058 - testrun_c9ec8d9c - [INFO] - [Epoch 89]: Training Loss: 0.0013981, Valid MRR: 0.3158,
|
|
|
|
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2023-04-26 09:13:32,704 - testrun_c9ec8d9c - [INFO] - [E:90| 0]: Train Loss:0.0011403, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:14:36,312 - testrun_c9ec8d9c - [INFO] - [E:90| 100]: Train Loss:0.0014223, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:15:39,907 - testrun_c9ec8d9c - [INFO] - [E:90| 200]: Train Loss:0.0014221, Val MRR:0.3158, testrun_c9ec8d9c
|
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2023-04-26 09:16:43,546 - testrun_c9ec8d9c - [INFO] - [E:90| 300]: Train Loss:0.0014107, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:17:47,224 - testrun_c9ec8d9c - [INFO] - [E:90| 400]: Train Loss:0.0014027, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:18:50,912 - testrun_c9ec8d9c - [INFO] - [E:90| 500]: Train Loss:0.0013946, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:19:54,544 - testrun_c9ec8d9c - [INFO] - [E:90| 600]: Train Loss:0.0013965, Val MRR:0.3158, testrun_c9ec8d9c
|
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2023-04-26 09:20:58,158 - testrun_c9ec8d9c - [INFO] - [E:90| 700]: Train Loss:0.0014006, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:22:01,833 - testrun_c9ec8d9c - [INFO] - [E:90| 800]: Train Loss:0.0013985, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:23:05,565 - testrun_c9ec8d9c - [INFO] - [E:90| 900]: Train Loss:0.0013978, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:24:09,287 - testrun_c9ec8d9c - [INFO] - [E:90| 1000]: Train Loss:0.001397, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:25:13,020 - testrun_c9ec8d9c - [INFO] - [E:90| 1100]: Train Loss:0.0013963, Val MRR:0.3158, testrun_c9ec8d9c
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2023-04-26 09:25:56,664 - testrun_c9ec8d9c - [INFO] - [Epoch:90]: Training Loss:0.001395
|
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|
|
2023-04-26 09:25:56,887 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 09:26:18,814 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 09:26:26,966 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 09:26:51,567 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 09:27:00,480 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 90 valid]:
|
|
MRR: Tail : 0.4183, Head : 0.21342, Avg : 0.31586
|
|
|
|
2023-04-26 09:27:01,524 - testrun_c9ec8d9c - [INFO] - [Epoch 90]: Training Loss: 0.0013952, Valid MRR: 0.31586,
|
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|
|
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2023-04-26 09:27:02,173 - testrun_c9ec8d9c - [INFO] - [E:91| 0]: Train Loss:0.0013403, Val MRR:0.31586, testrun_c9ec8d9c
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2023-04-26 09:28:05,895 - testrun_c9ec8d9c - [INFO] - [E:91| 100]: Train Loss:0.0013902, Val MRR:0.31586, testrun_c9ec8d9c
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2023-04-26 09:29:09,623 - testrun_c9ec8d9c - [INFO] - [E:91| 200]: Train Loss:0.0013854, Val MRR:0.31586, testrun_c9ec8d9c
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2023-04-26 09:30:13,346 - testrun_c9ec8d9c - [INFO] - [E:91| 300]: Train Loss:0.0013965, Val MRR:0.31586, testrun_c9ec8d9c
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2023-04-26 09:31:17,070 - testrun_c9ec8d9c - [INFO] - [E:91| 400]: Train Loss:0.0013862, Val MRR:0.31586, testrun_c9ec8d9c
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2023-04-26 09:32:20,796 - testrun_c9ec8d9c - [INFO] - [E:91| 500]: Train Loss:0.0013909, Val MRR:0.31586, testrun_c9ec8d9c
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2023-04-26 09:33:24,506 - testrun_c9ec8d9c - [INFO] - [E:91| 600]: Train Loss:0.0013901, Val MRR:0.31586, testrun_c9ec8d9c
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2023-04-26 09:34:28,222 - testrun_c9ec8d9c - [INFO] - [E:91| 700]: Train Loss:0.0013884, Val MRR:0.31586, testrun_c9ec8d9c
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2023-04-26 09:35:31,960 - testrun_c9ec8d9c - [INFO] - [E:91| 800]: Train Loss:0.001387, Val MRR:0.31586, testrun_c9ec8d9c
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2023-04-26 09:36:35,654 - testrun_c9ec8d9c - [INFO] - [E:91| 900]: Train Loss:0.0013842, Val MRR:0.31586, testrun_c9ec8d9c
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2023-04-26 09:37:39,381 - testrun_c9ec8d9c - [INFO] - [E:91| 1000]: Train Loss:0.0013866, Val MRR:0.31586, testrun_c9ec8d9c
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2023-04-26 09:38:43,097 - testrun_c9ec8d9c - [INFO] - [E:91| 1100]: Train Loss:0.0013905, Val MRR:0.31586, testrun_c9ec8d9c
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2023-04-26 09:39:26,664 - testrun_c9ec8d9c - [INFO] - [Epoch:91]: Training Loss:0.001392
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2023-04-26 09:39:26,886 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 09:39:48,793 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 09:39:56,941 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 09:40:21,586 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 09:40:30,464 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 91 valid]:
|
|
MRR: Tail : 0.41881, Head : 0.21421, Avg : 0.31651
|
|
|
|
2023-04-26 09:40:31,511 - testrun_c9ec8d9c - [INFO] - [Epoch 91]: Training Loss: 0.0013918, Valid MRR: 0.31651,
|
|
|
|
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2023-04-26 09:40:32,166 - testrun_c9ec8d9c - [INFO] - [E:92| 0]: Train Loss:0.0013067, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 09:41:35,871 - testrun_c9ec8d9c - [INFO] - [E:92| 100]: Train Loss:0.0013649, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 09:42:39,579 - testrun_c9ec8d9c - [INFO] - [E:92| 200]: Train Loss:0.0013661, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 09:43:43,285 - testrun_c9ec8d9c - [INFO] - [E:92| 300]: Train Loss:0.0013691, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 09:44:46,993 - testrun_c9ec8d9c - [INFO] - [E:92| 400]: Train Loss:0.0013725, Val MRR:0.31651, testrun_c9ec8d9c
|
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2023-04-26 09:45:50,608 - testrun_c9ec8d9c - [INFO] - [E:92| 500]: Train Loss:0.0013732, Val MRR:0.31651, testrun_c9ec8d9c
|
|
2023-04-26 09:46:54,289 - testrun_c9ec8d9c - [INFO] - [E:92| 600]: Train Loss:0.0013758, Val MRR:0.31651, testrun_c9ec8d9c
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|
2023-04-26 09:47:57,980 - testrun_c9ec8d9c - [INFO] - [E:92| 700]: Train Loss:0.0013748, Val MRR:0.31651, testrun_c9ec8d9c
|
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2023-04-26 09:49:01,647 - testrun_c9ec8d9c - [INFO] - [E:92| 800]: Train Loss:0.0013768, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 09:50:05,325 - testrun_c9ec8d9c - [INFO] - [E:92| 900]: Train Loss:0.0013799, Val MRR:0.31651, testrun_c9ec8d9c
|
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2023-04-26 09:51:08,992 - testrun_c9ec8d9c - [INFO] - [E:92| 1000]: Train Loss:0.0013851, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 09:52:12,667 - testrun_c9ec8d9c - [INFO] - [E:92| 1100]: Train Loss:0.0013916, Val MRR:0.31651, testrun_c9ec8d9c
|
|
2023-04-26 09:52:56,269 - testrun_c9ec8d9c - [INFO] - [Epoch:92]: Training Loss:0.00139
|
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|
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2023-04-26 09:52:56,491 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 09:53:18,383 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 09:53:26,506 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 09:53:51,089 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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|
2023-04-26 09:53:59,981 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 92 valid]:
|
|
MRR: Tail : 0.42004, Head : 0.21282, Avg : 0.31643
|
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|
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2023-04-26 09:53:59,981 - testrun_c9ec8d9c - [INFO] - [Epoch 92]: Training Loss: 0.0013901, Valid MRR: 0.31651,
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2023-04-26 09:54:00,630 - testrun_c9ec8d9c - [INFO] - [E:93| 0]: Train Loss:0.0012505, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 09:55:04,206 - testrun_c9ec8d9c - [INFO] - [E:93| 100]: Train Loss:0.0013653, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 09:56:07,818 - testrun_c9ec8d9c - [INFO] - [E:93| 200]: Train Loss:0.0013893, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 09:57:11,557 - testrun_c9ec8d9c - [INFO] - [E:93| 300]: Train Loss:0.0014028, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 09:58:15,184 - testrun_c9ec8d9c - [INFO] - [E:93| 400]: Train Loss:0.0013935, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 09:59:18,844 - testrun_c9ec8d9c - [INFO] - [E:93| 500]: Train Loss:0.0013942, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:00:22,502 - testrun_c9ec8d9c - [INFO] - [E:93| 600]: Train Loss:0.0013898, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:01:26,205 - testrun_c9ec8d9c - [INFO] - [E:93| 700]: Train Loss:0.0013876, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:02:29,841 - testrun_c9ec8d9c - [INFO] - [E:93| 800]: Train Loss:0.0013877, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:03:33,425 - testrun_c9ec8d9c - [INFO] - [E:93| 900]: Train Loss:0.0013862, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:04:37,124 - testrun_c9ec8d9c - [INFO] - [E:93| 1000]: Train Loss:0.0013824, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:05:40,865 - testrun_c9ec8d9c - [INFO] - [E:93| 1100]: Train Loss:0.0013867, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:06:24,449 - testrun_c9ec8d9c - [INFO] - [Epoch:93]: Training Loss:0.001387
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2023-04-26 10:06:24,672 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 10:06:46,561 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 10:06:54,690 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 10:07:19,354 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 10:07:28,185 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 93 valid]:
|
|
MRR: Tail : 0.41864, Head : 0.21335, Avg : 0.31599
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2023-04-26 10:07:28,185 - testrun_c9ec8d9c - [INFO] - [Epoch 93]: Training Loss: 0.0013865, Valid MRR: 0.31651,
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2023-04-26 10:07:28,834 - testrun_c9ec8d9c - [INFO] - [E:94| 0]: Train Loss:0.0013152, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:08:32,420 - testrun_c9ec8d9c - [INFO] - [E:94| 100]: Train Loss:0.001351, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:09:36,041 - testrun_c9ec8d9c - [INFO] - [E:94| 200]: Train Loss:0.0013591, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:10:39,772 - testrun_c9ec8d9c - [INFO] - [E:94| 300]: Train Loss:0.0013625, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:11:43,565 - testrun_c9ec8d9c - [INFO] - [E:94| 400]: Train Loss:0.0013633, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:12:47,319 - testrun_c9ec8d9c - [INFO] - [E:94| 500]: Train Loss:0.0013739, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:13:51,022 - testrun_c9ec8d9c - [INFO] - [E:94| 600]: Train Loss:0.0013871, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:14:54,666 - testrun_c9ec8d9c - [INFO] - [E:94| 700]: Train Loss:0.0013828, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:15:58,357 - testrun_c9ec8d9c - [INFO] - [E:94| 800]: Train Loss:0.0013877, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:17:02,015 - testrun_c9ec8d9c - [INFO] - [E:94| 900]: Train Loss:0.0013853, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:18:05,690 - testrun_c9ec8d9c - [INFO] - [E:94| 1000]: Train Loss:0.0013857, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:19:09,401 - testrun_c9ec8d9c - [INFO] - [E:94| 1100]: Train Loss:0.0013856, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:19:53,093 - testrun_c9ec8d9c - [INFO] - [Epoch:94]: Training Loss:0.001384
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2023-04-26 10:19:53,316 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 10:20:15,294 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 10:20:23,453 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 10:20:48,266 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 10:20:57,137 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 94 valid]:
|
|
MRR: Tail : 0.41858, Head : 0.21182, Avg : 0.3152
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2023-04-26 10:20:57,137 - testrun_c9ec8d9c - [INFO] - [Epoch 94]: Training Loss: 0.0013843, Valid MRR: 0.31651,
|
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2023-04-26 10:20:57,785 - testrun_c9ec8d9c - [INFO] - [E:95| 0]: Train Loss:0.0012183, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:22:01,558 - testrun_c9ec8d9c - [INFO] - [E:95| 100]: Train Loss:0.0013731, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:23:05,261 - testrun_c9ec8d9c - [INFO] - [E:95| 200]: Train Loss:0.0013667, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:24:09,024 - testrun_c9ec8d9c - [INFO] - [E:95| 300]: Train Loss:0.001362, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:25:12,746 - testrun_c9ec8d9c - [INFO] - [E:95| 400]: Train Loss:0.0013572, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:26:16,473 - testrun_c9ec8d9c - [INFO] - [E:95| 500]: Train Loss:0.0013676, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:27:20,214 - testrun_c9ec8d9c - [INFO] - [E:95| 600]: Train Loss:0.0013721, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:28:23,901 - testrun_c9ec8d9c - [INFO] - [E:95| 700]: Train Loss:0.0013773, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:29:27,525 - testrun_c9ec8d9c - [INFO] - [E:95| 800]: Train Loss:0.001377, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:30:31,160 - testrun_c9ec8d9c - [INFO] - [E:95| 900]: Train Loss:0.0013826, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:31:34,814 - testrun_c9ec8d9c - [INFO] - [E:95| 1000]: Train Loss:0.0013816, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:32:38,552 - testrun_c9ec8d9c - [INFO] - [E:95| 1100]: Train Loss:0.0013807, Val MRR:0.31651, testrun_c9ec8d9c
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2023-04-26 10:33:22,202 - testrun_c9ec8d9c - [INFO] - [Epoch:95]: Training Loss:0.00138
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2023-04-26 10:33:22,424 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 10:33:44,380 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 10:33:52,549 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 10:34:17,278 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 10:34:26,189 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 95 valid]:
|
|
MRR: Tail : 0.42113, Head : 0.21662, Avg : 0.31887
|
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|
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2023-04-26 10:34:27,259 - testrun_c9ec8d9c - [INFO] - [Epoch 95]: Training Loss: 0.0013801, Valid MRR: 0.31887,
|
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2023-04-26 10:34:27,909 - testrun_c9ec8d9c - [INFO] - [E:96| 0]: Train Loss:0.0015275, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:35:31,633 - testrun_c9ec8d9c - [INFO] - [E:96| 100]: Train Loss:0.0014005, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:36:35,258 - testrun_c9ec8d9c - [INFO] - [E:96| 200]: Train Loss:0.0013816, Val MRR:0.31887, testrun_c9ec8d9c
|
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2023-04-26 10:37:38,863 - testrun_c9ec8d9c - [INFO] - [E:96| 300]: Train Loss:0.0013789, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:38:42,461 - testrun_c9ec8d9c - [INFO] - [E:96| 400]: Train Loss:0.0013742, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:39:46,055 - testrun_c9ec8d9c - [INFO] - [E:96| 500]: Train Loss:0.0013684, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:40:49,648 - testrun_c9ec8d9c - [INFO] - [E:96| 600]: Train Loss:0.0013717, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:41:53,284 - testrun_c9ec8d9c - [INFO] - [E:96| 700]: Train Loss:0.0013741, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:42:56,946 - testrun_c9ec8d9c - [INFO] - [E:96| 800]: Train Loss:0.0013774, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:44:00,558 - testrun_c9ec8d9c - [INFO] - [E:96| 900]: Train Loss:0.001379, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:45:04,191 - testrun_c9ec8d9c - [INFO] - [E:96| 1000]: Train Loss:0.0013753, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:46:07,895 - testrun_c9ec8d9c - [INFO] - [E:96| 1100]: Train Loss:0.0013765, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:46:51,544 - testrun_c9ec8d9c - [INFO] - [Epoch:96]: Training Loss:0.00138
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2023-04-26 10:46:51,766 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 10:47:13,706 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 10:47:21,866 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 10:47:46,581 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 10:47:55,454 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 96 valid]:
|
|
MRR: Tail : 0.42186, Head : 0.2131, Avg : 0.31748
|
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|
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2023-04-26 10:47:55,454 - testrun_c9ec8d9c - [INFO] - [Epoch 96]: Training Loss: 0.0013802, Valid MRR: 0.31887,
|
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2023-04-26 10:47:56,103 - testrun_c9ec8d9c - [INFO] - [E:97| 0]: Train Loss:0.001374, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:48:59,711 - testrun_c9ec8d9c - [INFO] - [E:97| 100]: Train Loss:0.0013952, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:50:03,311 - testrun_c9ec8d9c - [INFO] - [E:97| 200]: Train Loss:0.001395, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:51:06,943 - testrun_c9ec8d9c - [INFO] - [E:97| 300]: Train Loss:0.0013887, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:52:10,629 - testrun_c9ec8d9c - [INFO] - [E:97| 400]: Train Loss:0.0013853, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:53:14,299 - testrun_c9ec8d9c - [INFO] - [E:97| 500]: Train Loss:0.0013776, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:54:17,952 - testrun_c9ec8d9c - [INFO] - [E:97| 600]: Train Loss:0.0013769, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:55:21,621 - testrun_c9ec8d9c - [INFO] - [E:97| 700]: Train Loss:0.001377, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:56:25,261 - testrun_c9ec8d9c - [INFO] - [E:97| 800]: Train Loss:0.0013751, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:57:28,885 - testrun_c9ec8d9c - [INFO] - [E:97| 900]: Train Loss:0.0013778, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:58:32,427 - testrun_c9ec8d9c - [INFO] - [E:97| 1000]: Train Loss:0.0013771, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 10:59:35,953 - testrun_c9ec8d9c - [INFO] - [E:97| 1100]: Train Loss:0.0013765, Val MRR:0.31887, testrun_c9ec8d9c
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2023-04-26 11:00:19,498 - testrun_c9ec8d9c - [INFO] - [Epoch:97]: Training Loss:0.001378
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2023-04-26 11:00:19,722 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 11:00:41,630 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 11:00:49,772 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 11:01:14,385 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 11:01:23,254 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 97 valid]:
|
|
MRR: Tail : 0.42394, Head : 0.21635, Avg : 0.32014
|
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|
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2023-04-26 11:01:24,296 - testrun_c9ec8d9c - [INFO] - [Epoch 97]: Training Loss: 0.0013782, Valid MRR: 0.32014,
|
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2023-04-26 11:01:24,948 - testrun_c9ec8d9c - [INFO] - [E:98| 0]: Train Loss:0.0013005, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:02:28,580 - testrun_c9ec8d9c - [INFO] - [E:98| 100]: Train Loss:0.0013927, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:03:32,182 - testrun_c9ec8d9c - [INFO] - [E:98| 200]: Train Loss:0.0013755, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:04:35,758 - testrun_c9ec8d9c - [INFO] - [E:98| 300]: Train Loss:0.0013721, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:05:39,334 - testrun_c9ec8d9c - [INFO] - [E:98| 400]: Train Loss:0.0013694, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:06:42,946 - testrun_c9ec8d9c - [INFO] - [E:98| 500]: Train Loss:0.001365, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:07:46,553 - testrun_c9ec8d9c - [INFO] - [E:98| 600]: Train Loss:0.0013747, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:08:50,156 - testrun_c9ec8d9c - [INFO] - [E:98| 700]: Train Loss:0.0013693, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:09:53,816 - testrun_c9ec8d9c - [INFO] - [E:98| 800]: Train Loss:0.0013761, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:10:57,477 - testrun_c9ec8d9c - [INFO] - [E:98| 900]: Train Loss:0.0013739, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:12:01,123 - testrun_c9ec8d9c - [INFO] - [E:98| 1000]: Train Loss:0.0013751, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:13:04,774 - testrun_c9ec8d9c - [INFO] - [E:98| 1100]: Train Loss:0.0013725, Val MRR:0.32014, testrun_c9ec8d9c
|
|
2023-04-26 11:13:48,412 - testrun_c9ec8d9c - [INFO] - [Epoch:98]: Training Loss:0.001374
|
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|
2023-04-26 11:13:48,635 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 11:14:10,557 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 11:14:18,711 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 11:14:43,367 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 11:14:52,204 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 98 valid]:
|
|
MRR: Tail : 0.42319, Head : 0.21372, Avg : 0.31845
|
|
|
|
2023-04-26 11:14:52,204 - testrun_c9ec8d9c - [INFO] - [Epoch 98]: Training Loss: 0.0013738, Valid MRR: 0.32014,
|
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2023-04-26 11:14:52,852 - testrun_c9ec8d9c - [INFO] - [E:99| 0]: Train Loss:0.0013278, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:15:56,532 - testrun_c9ec8d9c - [INFO] - [E:99| 100]: Train Loss:0.0013634, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:17:00,199 - testrun_c9ec8d9c - [INFO] - [E:99| 200]: Train Loss:0.0013736, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:18:03,760 - testrun_c9ec8d9c - [INFO] - [E:99| 300]: Train Loss:0.0013626, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:19:07,364 - testrun_c9ec8d9c - [INFO] - [E:99| 400]: Train Loss:0.0013622, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:20:10,969 - testrun_c9ec8d9c - [INFO] - [E:99| 500]: Train Loss:0.0013633, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:21:14,581 - testrun_c9ec8d9c - [INFO] - [E:99| 600]: Train Loss:0.0013641, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:22:18,177 - testrun_c9ec8d9c - [INFO] - [E:99| 700]: Train Loss:0.0013658, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:23:21,859 - testrun_c9ec8d9c - [INFO] - [E:99| 800]: Train Loss:0.0013642, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:24:25,477 - testrun_c9ec8d9c - [INFO] - [E:99| 900]: Train Loss:0.0013688, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:25:29,033 - testrun_c9ec8d9c - [INFO] - [E:99| 1000]: Train Loss:0.0013681, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:26:32,622 - testrun_c9ec8d9c - [INFO] - [E:99| 1100]: Train Loss:0.001367, Val MRR:0.32014, testrun_c9ec8d9c
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2023-04-26 11:27:16,175 - testrun_c9ec8d9c - [INFO] - [Epoch:99]: Training Loss:0.001371
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2023-04-26 11:27:16,396 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 11:27:38,283 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 11:27:46,423 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 11:28:10,991 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 11:28:19,862 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 99 valid]:
|
|
MRR: Tail : 0.42479, Head : 0.21581, Avg : 0.3203
|
|
MR: Tail : 157.77, Head : 336.18, Avg : 246.97
|
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Hit-1: Tail : 0.33362, Head : 0.13841, Avg : 0.23601
|
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Hit-3: Tail : 0.46581, Head : 0.23564, Avg : 0.35073
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Hit-10: Tail : 0.60508, Head : 0.37126, Avg : 0.48817
|
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2023-04-26 11:28:20,891 - testrun_c9ec8d9c - [INFO] - [Epoch 99]: Training Loss: 0.0013707, Valid MRR: 0.3203,
|
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2023-04-26 11:28:21,545 - testrun_c9ec8d9c - [INFO] - [E:100| 0]: Train Loss:0.0019553, Val MRR:0.3203, testrun_c9ec8d9c
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2023-04-26 11:29:25,132 - testrun_c9ec8d9c - [INFO] - [E:100| 100]: Train Loss:0.0013631, Val MRR:0.3203, testrun_c9ec8d9c
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2023-04-26 11:30:28,743 - testrun_c9ec8d9c - [INFO] - [E:100| 200]: Train Loss:0.0013519, Val MRR:0.3203, testrun_c9ec8d9c
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2023-04-26 11:31:32,324 - testrun_c9ec8d9c - [INFO] - [E:100| 300]: Train Loss:0.0013577, Val MRR:0.3203, testrun_c9ec8d9c
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2023-04-26 11:32:36,023 - testrun_c9ec8d9c - [INFO] - [E:100| 400]: Train Loss:0.0013534, Val MRR:0.3203, testrun_c9ec8d9c
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2023-04-26 11:33:39,707 - testrun_c9ec8d9c - [INFO] - [E:100| 500]: Train Loss:0.0013572, Val MRR:0.3203, testrun_c9ec8d9c
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2023-04-26 11:34:43,367 - testrun_c9ec8d9c - [INFO] - [E:100| 600]: Train Loss:0.0013573, Val MRR:0.3203, testrun_c9ec8d9c
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2023-04-26 11:35:47,068 - testrun_c9ec8d9c - [INFO] - [E:100| 700]: Train Loss:0.0013581, Val MRR:0.3203, testrun_c9ec8d9c
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2023-04-26 11:36:50,755 - testrun_c9ec8d9c - [INFO] - [E:100| 800]: Train Loss:0.0013635, Val MRR:0.3203, testrun_c9ec8d9c
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2023-04-26 11:37:54,444 - testrun_c9ec8d9c - [INFO] - [E:100| 900]: Train Loss:0.00137, Val MRR:0.3203, testrun_c9ec8d9c
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2023-04-26 11:38:58,031 - testrun_c9ec8d9c - [INFO] - [E:100| 1000]: Train Loss:0.0013712, Val MRR:0.3203, testrun_c9ec8d9c
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2023-04-26 11:40:01,690 - testrun_c9ec8d9c - [INFO] - [E:100| 1100]: Train Loss:0.0013722, Val MRR:0.3203, testrun_c9ec8d9c
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2023-04-26 11:40:45,281 - testrun_c9ec8d9c - [INFO] - [Epoch:100]: Training Loss:0.001371
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2023-04-26 11:40:45,504 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 11:41:07,434 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 11:41:15,582 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 11:41:40,275 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 11:41:49,110 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 100 valid]:
|
|
MRR: Tail : 0.42476, Head : 0.21898, Avg : 0.32187
|
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|
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2023-04-26 11:41:50,158 - testrun_c9ec8d9c - [INFO] - [Epoch 100]: Training Loss: 0.0013706, Valid MRR: 0.32187,
|
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2023-04-26 11:41:50,808 - testrun_c9ec8d9c - [INFO] - [E:101| 0]: Train Loss:0.0012108, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 11:42:54,442 - testrun_c9ec8d9c - [INFO] - [E:101| 100]: Train Loss:0.0013818, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 11:43:58,138 - testrun_c9ec8d9c - [INFO] - [E:101| 200]: Train Loss:0.0013736, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 11:45:01,829 - testrun_c9ec8d9c - [INFO] - [E:101| 300]: Train Loss:0.0013662, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 11:46:05,524 - testrun_c9ec8d9c - [INFO] - [E:101| 400]: Train Loss:0.001363, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 11:47:09,215 - testrun_c9ec8d9c - [INFO] - [E:101| 500]: Train Loss:0.0013616, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 11:48:12,905 - testrun_c9ec8d9c - [INFO] - [E:101| 600]: Train Loss:0.0013621, Val MRR:0.32187, testrun_c9ec8d9c
|
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2023-04-26 11:49:16,594 - testrun_c9ec8d9c - [INFO] - [E:101| 700]: Train Loss:0.0013626, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 11:50:20,292 - testrun_c9ec8d9c - [INFO] - [E:101| 800]: Train Loss:0.0013652, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 11:51:23,942 - testrun_c9ec8d9c - [INFO] - [E:101| 900]: Train Loss:0.0013686, Val MRR:0.32187, testrun_c9ec8d9c
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|
2023-04-26 11:52:27,534 - testrun_c9ec8d9c - [INFO] - [E:101| 1000]: Train Loss:0.0013644, Val MRR:0.32187, testrun_c9ec8d9c
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|
2023-04-26 11:53:31,185 - testrun_c9ec8d9c - [INFO] - [E:101| 1100]: Train Loss:0.001365, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 11:54:14,732 - testrun_c9ec8d9c - [INFO] - [Epoch:101]: Training Loss:0.001367
|
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|
2023-04-26 11:54:14,955 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 11:54:36,888 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 11:54:45,020 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 11:55:09,611 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 11:55:18,525 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 101 valid]:
|
|
MRR: Tail : 0.42559, Head : 0.21632, Avg : 0.32096
|
|
|
|
2023-04-26 11:55:18,525 - testrun_c9ec8d9c - [INFO] - [Epoch 101]: Training Loss: 0.0013666, Valid MRR: 0.32187,
|
|
|
|
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2023-04-26 11:55:19,172 - testrun_c9ec8d9c - [INFO] - [E:102| 0]: Train Loss:0.0012836, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 11:56:22,758 - testrun_c9ec8d9c - [INFO] - [E:102| 100]: Train Loss:0.001329, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 11:57:26,304 - testrun_c9ec8d9c - [INFO] - [E:102| 200]: Train Loss:0.0013318, Val MRR:0.32187, testrun_c9ec8d9c
|
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2023-04-26 11:58:29,852 - testrun_c9ec8d9c - [INFO] - [E:102| 300]: Train Loss:0.0013368, Val MRR:0.32187, testrun_c9ec8d9c
|
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2023-04-26 11:59:33,411 - testrun_c9ec8d9c - [INFO] - [E:102| 400]: Train Loss:0.0013469, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 12:00:36,967 - testrun_c9ec8d9c - [INFO] - [E:102| 500]: Train Loss:0.0013485, Val MRR:0.32187, testrun_c9ec8d9c
|
|
2023-04-26 12:01:40,556 - testrun_c9ec8d9c - [INFO] - [E:102| 600]: Train Loss:0.0013477, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 12:02:44,132 - testrun_c9ec8d9c - [INFO] - [E:102| 700]: Train Loss:0.00135, Val MRR:0.32187, testrun_c9ec8d9c
|
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2023-04-26 12:03:47,671 - testrun_c9ec8d9c - [INFO] - [E:102| 800]: Train Loss:0.0013505, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 12:04:51,245 - testrun_c9ec8d9c - [INFO] - [E:102| 900]: Train Loss:0.001353, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 12:05:54,913 - testrun_c9ec8d9c - [INFO] - [E:102| 1000]: Train Loss:0.0013541, Val MRR:0.32187, testrun_c9ec8d9c
|
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2023-04-26 12:06:58,486 - testrun_c9ec8d9c - [INFO] - [E:102| 1100]: Train Loss:0.0013618, Val MRR:0.32187, testrun_c9ec8d9c
|
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2023-04-26 12:07:42,019 - testrun_c9ec8d9c - [INFO] - [Epoch:102]: Training Loss:0.001363
|
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|
|
2023-04-26 12:07:42,241 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 12:08:04,132 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 12:08:12,266 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 12:08:36,845 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 12:08:45,708 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 102 valid]:
|
|
MRR: Tail : 0.42546, Head : 0.21624, Avg : 0.32085
|
|
|
|
2023-04-26 12:08:45,708 - testrun_c9ec8d9c - [INFO] - [Epoch 102]: Training Loss: 0.0013628, Valid MRR: 0.32187,
|
|
|
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2023-04-26 12:08:46,354 - testrun_c9ec8d9c - [INFO] - [E:103| 0]: Train Loss:0.0012982, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 12:09:49,930 - testrun_c9ec8d9c - [INFO] - [E:103| 100]: Train Loss:0.001363, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 12:10:53,509 - testrun_c9ec8d9c - [INFO] - [E:103| 200]: Train Loss:0.001356, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 12:11:57,102 - testrun_c9ec8d9c - [INFO] - [E:103| 300]: Train Loss:0.0013507, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 12:13:00,717 - testrun_c9ec8d9c - [INFO] - [E:103| 400]: Train Loss:0.0013609, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 12:14:04,342 - testrun_c9ec8d9c - [INFO] - [E:103| 500]: Train Loss:0.001359, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 12:15:07,935 - testrun_c9ec8d9c - [INFO] - [E:103| 600]: Train Loss:0.0013584, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 12:16:11,529 - testrun_c9ec8d9c - [INFO] - [E:103| 700]: Train Loss:0.0013586, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 12:17:15,080 - testrun_c9ec8d9c - [INFO] - [E:103| 800]: Train Loss:0.0013585, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 12:18:18,743 - testrun_c9ec8d9c - [INFO] - [E:103| 900]: Train Loss:0.0013576, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 12:19:22,338 - testrun_c9ec8d9c - [INFO] - [E:103| 1000]: Train Loss:0.0013573, Val MRR:0.32187, testrun_c9ec8d9c
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2023-04-26 12:20:25,891 - testrun_c9ec8d9c - [INFO] - [E:103| 1100]: Train Loss:0.0013603, Val MRR:0.32187, testrun_c9ec8d9c
|
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2023-04-26 12:21:09,442 - testrun_c9ec8d9c - [INFO] - [Epoch:103]: Training Loss:0.001361
|
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2023-04-26 12:21:09,664 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 12:21:31,562 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 12:21:39,692 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 12:22:04,302 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 12:22:13,116 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 103 valid]:
|
|
MRR: Tail : 0.42541, Head : 0.21834, Avg : 0.32188
|
|
|
|
2023-04-26 12:22:14,144 - testrun_c9ec8d9c - [INFO] - [Epoch 103]: Training Loss: 0.0013607, Valid MRR: 0.32188,
|
|
|
|
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2023-04-26 12:22:14,794 - testrun_c9ec8d9c - [INFO] - [E:104| 0]: Train Loss:0.0012353, Val MRR:0.32188, testrun_c9ec8d9c
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2023-04-26 12:23:18,364 - testrun_c9ec8d9c - [INFO] - [E:104| 100]: Train Loss:0.001366, Val MRR:0.32188, testrun_c9ec8d9c
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|
2023-04-26 12:24:21,936 - testrun_c9ec8d9c - [INFO] - [E:104| 200]: Train Loss:0.0013446, Val MRR:0.32188, testrun_c9ec8d9c
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|
2023-04-26 12:25:25,558 - testrun_c9ec8d9c - [INFO] - [E:104| 300]: Train Loss:0.0013432, Val MRR:0.32188, testrun_c9ec8d9c
|
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2023-04-26 12:26:29,181 - testrun_c9ec8d9c - [INFO] - [E:104| 400]: Train Loss:0.0013392, Val MRR:0.32188, testrun_c9ec8d9c
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2023-04-26 12:27:32,730 - testrun_c9ec8d9c - [INFO] - [E:104| 500]: Train Loss:0.0013524, Val MRR:0.32188, testrun_c9ec8d9c
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2023-04-26 12:28:36,289 - testrun_c9ec8d9c - [INFO] - [E:104| 600]: Train Loss:0.0013583, Val MRR:0.32188, testrun_c9ec8d9c
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|
2023-04-26 12:29:39,909 - testrun_c9ec8d9c - [INFO] - [E:104| 700]: Train Loss:0.0013595, Val MRR:0.32188, testrun_c9ec8d9c
|
|
2023-04-26 12:30:43,549 - testrun_c9ec8d9c - [INFO] - [E:104| 800]: Train Loss:0.0013571, Val MRR:0.32188, testrun_c9ec8d9c
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2023-04-26 12:31:47,162 - testrun_c9ec8d9c - [INFO] - [E:104| 900]: Train Loss:0.0013587, Val MRR:0.32188, testrun_c9ec8d9c
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2023-04-26 12:32:50,822 - testrun_c9ec8d9c - [INFO] - [E:104| 1000]: Train Loss:0.001359, Val MRR:0.32188, testrun_c9ec8d9c
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|
2023-04-26 12:33:54,526 - testrun_c9ec8d9c - [INFO] - [E:104| 1100]: Train Loss:0.0013575, Val MRR:0.32188, testrun_c9ec8d9c
|
|
2023-04-26 12:34:38,155 - testrun_c9ec8d9c - [INFO] - [Epoch:104]: Training Loss:0.001357
|
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|
|
2023-04-26 12:34:38,377 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
|
2023-04-26 12:35:00,316 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 12:35:08,459 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
|
2023-04-26 12:35:33,077 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 12:35:41,975 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 104 valid]:
|
|
MRR: Tail : 0.42616, Head : 0.21798, Avg : 0.32207
|
|
|
|
2023-04-26 12:35:43,016 - testrun_c9ec8d9c - [INFO] - [Epoch 104]: Training Loss: 0.0013566, Valid MRR: 0.32207,
|
|
|
|
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2023-04-26 12:35:43,675 - testrun_c9ec8d9c - [INFO] - [E:105| 0]: Train Loss:0.0012095, Val MRR:0.32207, testrun_c9ec8d9c
|
|
2023-04-26 12:36:47,326 - testrun_c9ec8d9c - [INFO] - [E:105| 100]: Train Loss:0.001346, Val MRR:0.32207, testrun_c9ec8d9c
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2023-04-26 12:37:50,956 - testrun_c9ec8d9c - [INFO] - [E:105| 200]: Train Loss:0.0013553, Val MRR:0.32207, testrun_c9ec8d9c
|
|
2023-04-26 12:38:54,607 - testrun_c9ec8d9c - [INFO] - [E:105| 300]: Train Loss:0.001349, Val MRR:0.32207, testrun_c9ec8d9c
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2023-04-26 12:39:58,305 - testrun_c9ec8d9c - [INFO] - [E:105| 400]: Train Loss:0.0013461, Val MRR:0.32207, testrun_c9ec8d9c
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2023-04-26 12:41:02,065 - testrun_c9ec8d9c - [INFO] - [E:105| 500]: Train Loss:0.0013486, Val MRR:0.32207, testrun_c9ec8d9c
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2023-04-26 12:42:05,828 - testrun_c9ec8d9c - [INFO] - [E:105| 600]: Train Loss:0.001356, Val MRR:0.32207, testrun_c9ec8d9c
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2023-04-26 12:43:09,604 - testrun_c9ec8d9c - [INFO] - [E:105| 700]: Train Loss:0.0013545, Val MRR:0.32207, testrun_c9ec8d9c
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2023-04-26 12:44:13,446 - testrun_c9ec8d9c - [INFO] - [E:105| 800]: Train Loss:0.001356, Val MRR:0.32207, testrun_c9ec8d9c
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2023-04-26 12:45:17,369 - testrun_c9ec8d9c - [INFO] - [E:105| 900]: Train Loss:0.0013543, Val MRR:0.32207, testrun_c9ec8d9c
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2023-04-26 12:46:21,288 - testrun_c9ec8d9c - [INFO] - [E:105| 1000]: Train Loss:0.0013545, Val MRR:0.32207, testrun_c9ec8d9c
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2023-04-26 12:47:25,096 - testrun_c9ec8d9c - [INFO] - [E:105| 1100]: Train Loss:0.0013555, Val MRR:0.32207, testrun_c9ec8d9c
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2023-04-26 12:48:08,808 - testrun_c9ec8d9c - [INFO] - [Epoch:105]: Training Loss:0.001356
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2023-04-26 12:48:09,031 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 12:48:31,034 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 12:48:39,196 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 12:49:03,898 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 12:49:12,798 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 105 valid]:
|
|
MRR: Tail : 0.42611, Head : 0.2208, Avg : 0.32346
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2023-04-26 12:49:13,828 - testrun_c9ec8d9c - [INFO] - [Epoch 105]: Training Loss: 0.0013557, Valid MRR: 0.32346,
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2023-04-26 12:49:14,486 - testrun_c9ec8d9c - [INFO] - [E:106| 0]: Train Loss:0.0012817, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 12:50:18,302 - testrun_c9ec8d9c - [INFO] - [E:106| 100]: Train Loss:0.0013193, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 12:51:22,104 - testrun_c9ec8d9c - [INFO] - [E:106| 200]: Train Loss:0.001319, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 12:52:25,933 - testrun_c9ec8d9c - [INFO] - [E:106| 300]: Train Loss:0.0013346, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 12:53:29,785 - testrun_c9ec8d9c - [INFO] - [E:106| 400]: Train Loss:0.0013417, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 12:54:33,599 - testrun_c9ec8d9c - [INFO] - [E:106| 500]: Train Loss:0.0013456, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 12:55:37,498 - testrun_c9ec8d9c - [INFO] - [E:106| 600]: Train Loss:0.0013438, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 12:56:41,409 - testrun_c9ec8d9c - [INFO] - [E:106| 700]: Train Loss:0.0013445, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 12:57:45,386 - testrun_c9ec8d9c - [INFO] - [E:106| 800]: Train Loss:0.0013497, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 12:58:49,621 - testrun_c9ec8d9c - [INFO] - [E:106| 900]: Train Loss:0.001347, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 12:59:53,772 - testrun_c9ec8d9c - [INFO] - [E:106| 1000]: Train Loss:0.0013518, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 13:00:57,801 - testrun_c9ec8d9c - [INFO] - [E:106| 1100]: Train Loss:0.0013493, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 13:01:41,637 - testrun_c9ec8d9c - [INFO] - [Epoch:106]: Training Loss:0.001354
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2023-04-26 13:01:41,860 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 13:02:03,900 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 13:02:12,082 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 13:02:36,879 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 13:02:45,784 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 106 valid]:
|
|
MRR: Tail : 0.4264, Head : 0.21829, Avg : 0.32235
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2023-04-26 13:02:45,784 - testrun_c9ec8d9c - [INFO] - [Epoch 106]: Training Loss: 0.001354, Valid MRR: 0.32346,
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2023-04-26 13:02:46,436 - testrun_c9ec8d9c - [INFO] - [E:107| 0]: Train Loss:0.0013591, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 13:03:50,420 - testrun_c9ec8d9c - [INFO] - [E:107| 100]: Train Loss:0.0013071, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 13:04:54,399 - testrun_c9ec8d9c - [INFO] - [E:107| 200]: Train Loss:0.0013263, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 13:05:58,365 - testrun_c9ec8d9c - [INFO] - [E:107| 300]: Train Loss:0.001339, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 13:07:02,375 - testrun_c9ec8d9c - [INFO] - [E:107| 400]: Train Loss:0.0013439, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 13:08:06,361 - testrun_c9ec8d9c - [INFO] - [E:107| 500]: Train Loss:0.0013495, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 13:09:10,356 - testrun_c9ec8d9c - [INFO] - [E:107| 600]: Train Loss:0.0013503, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 13:10:14,269 - testrun_c9ec8d9c - [INFO] - [E:107| 700]: Train Loss:0.001347, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 13:11:18,321 - testrun_c9ec8d9c - [INFO] - [E:107| 800]: Train Loss:0.0013477, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 13:12:22,324 - testrun_c9ec8d9c - [INFO] - [E:107| 900]: Train Loss:0.0013469, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 13:13:26,281 - testrun_c9ec8d9c - [INFO] - [E:107| 1000]: Train Loss:0.0013465, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 13:14:30,196 - testrun_c9ec8d9c - [INFO] - [E:107| 1100]: Train Loss:0.0013484, Val MRR:0.32346, testrun_c9ec8d9c
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2023-04-26 13:15:14,026 - testrun_c9ec8d9c - [INFO] - [Epoch:107]: Training Loss:0.001349
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2023-04-26 13:15:14,249 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 13:15:36,288 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 13:15:44,464 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 13:16:09,222 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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|
2023-04-26 13:16:18,123 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 107 valid]:
|
|
MRR: Tail : 0.42731, Head : 0.22078, Avg : 0.32404
|
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|
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2023-04-26 13:16:19,171 - testrun_c9ec8d9c - [INFO] - [Epoch 107]: Training Loss: 0.0013492, Valid MRR: 0.32404,
|
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2023-04-26 13:16:19,821 - testrun_c9ec8d9c - [INFO] - [E:108| 0]: Train Loss:0.001368, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:17:23,684 - testrun_c9ec8d9c - [INFO] - [E:108| 100]: Train Loss:0.0013369, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:18:27,556 - testrun_c9ec8d9c - [INFO] - [E:108| 200]: Train Loss:0.0013344, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:19:31,507 - testrun_c9ec8d9c - [INFO] - [E:108| 300]: Train Loss:0.0013384, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:20:35,494 - testrun_c9ec8d9c - [INFO] - [E:108| 400]: Train Loss:0.0013332, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:21:39,503 - testrun_c9ec8d9c - [INFO] - [E:108| 500]: Train Loss:0.0013383, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:22:43,543 - testrun_c9ec8d9c - [INFO] - [E:108| 600]: Train Loss:0.0013399, Val MRR:0.32404, testrun_c9ec8d9c
|
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2023-04-26 13:23:47,546 - testrun_c9ec8d9c - [INFO] - [E:108| 700]: Train Loss:0.0013414, Val MRR:0.32404, testrun_c9ec8d9c
|
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2023-04-26 13:24:51,438 - testrun_c9ec8d9c - [INFO] - [E:108| 800]: Train Loss:0.0013458, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:25:55,365 - testrun_c9ec8d9c - [INFO] - [E:108| 900]: Train Loss:0.0013452, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:26:59,320 - testrun_c9ec8d9c - [INFO] - [E:108| 1000]: Train Loss:0.0013434, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:28:03,301 - testrun_c9ec8d9c - [INFO] - [E:108| 1100]: Train Loss:0.0013453, Val MRR:0.32404, testrun_c9ec8d9c
|
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2023-04-26 13:28:47,070 - testrun_c9ec8d9c - [INFO] - [Epoch:108]: Training Loss:0.001349
|
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2023-04-26 13:28:47,293 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 13:29:09,330 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 13:29:17,524 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 13:29:42,359 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 13:29:51,256 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 108 valid]:
|
|
MRR: Tail : 0.42743, Head : 0.21994, Avg : 0.32368
|
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|
|
2023-04-26 13:29:51,256 - testrun_c9ec8d9c - [INFO] - [Epoch 108]: Training Loss: 0.0013485, Valid MRR: 0.32404,
|
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|
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2023-04-26 13:29:51,905 - testrun_c9ec8d9c - [INFO] - [E:109| 0]: Train Loss:0.0012804, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:30:55,869 - testrun_c9ec8d9c - [INFO] - [E:109| 100]: Train Loss:0.0013656, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:31:59,839 - testrun_c9ec8d9c - [INFO] - [E:109| 200]: Train Loss:0.0013672, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:33:03,794 - testrun_c9ec8d9c - [INFO] - [E:109| 300]: Train Loss:0.0013633, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:34:07,768 - testrun_c9ec8d9c - [INFO] - [E:109| 400]: Train Loss:0.001358, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:35:11,751 - testrun_c9ec8d9c - [INFO] - [E:109| 500]: Train Loss:0.0013532, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:36:15,761 - testrun_c9ec8d9c - [INFO] - [E:109| 600]: Train Loss:0.0013477, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:37:19,765 - testrun_c9ec8d9c - [INFO] - [E:109| 700]: Train Loss:0.001347, Val MRR:0.32404, testrun_c9ec8d9c
|
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2023-04-26 13:38:23,718 - testrun_c9ec8d9c - [INFO] - [E:109| 800]: Train Loss:0.001347, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:39:27,659 - testrun_c9ec8d9c - [INFO] - [E:109| 900]: Train Loss:0.0013458, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:40:31,529 - testrun_c9ec8d9c - [INFO] - [E:109| 1000]: Train Loss:0.0013479, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:41:35,474 - testrun_c9ec8d9c - [INFO] - [E:109| 1100]: Train Loss:0.0013464, Val MRR:0.32404, testrun_c9ec8d9c
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2023-04-26 13:42:19,241 - testrun_c9ec8d9c - [INFO] - [Epoch:109]: Training Loss:0.001345
|
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2023-04-26 13:42:19,465 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 13:42:41,480 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 13:42:49,658 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 13:43:14,444 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 13:43:23,373 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 109 valid]:
|
|
MRR: Tail : 0.42847, Head : 0.21989, Avg : 0.32418
|
|
MR: Tail : 159.95, Head : 341.96, Avg : 250.95
|
|
Hit-1: Tail : 0.33687, Head : 0.14137, Avg : 0.23912
|
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Hit-3: Tail : 0.46975, Head : 0.24209, Avg : 0.35592
|
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Hit-10: Tail : 0.60895, Head : 0.3773, Avg : 0.49313
|
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2023-04-26 13:43:24,471 - testrun_c9ec8d9c - [INFO] - [Epoch 109]: Training Loss: 0.0013445, Valid MRR: 0.32418,
|
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2023-04-26 13:43:25,129 - testrun_c9ec8d9c - [INFO] - [E:110| 0]: Train Loss:0.0013692, Val MRR:0.32418, testrun_c9ec8d9c
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2023-04-26 13:44:28,980 - testrun_c9ec8d9c - [INFO] - [E:110| 100]: Train Loss:0.0013114, Val MRR:0.32418, testrun_c9ec8d9c
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2023-04-26 13:45:32,899 - testrun_c9ec8d9c - [INFO] - [E:110| 200]: Train Loss:0.0013431, Val MRR:0.32418, testrun_c9ec8d9c
|
|
2023-04-26 13:46:36,827 - testrun_c9ec8d9c - [INFO] - [E:110| 300]: Train Loss:0.0013459, Val MRR:0.32418, testrun_c9ec8d9c
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2023-04-26 13:47:40,724 - testrun_c9ec8d9c - [INFO] - [E:110| 400]: Train Loss:0.0013384, Val MRR:0.32418, testrun_c9ec8d9c
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2023-04-26 13:48:44,640 - testrun_c9ec8d9c - [INFO] - [E:110| 500]: Train Loss:0.0013488, Val MRR:0.32418, testrun_c9ec8d9c
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2023-04-26 13:49:48,595 - testrun_c9ec8d9c - [INFO] - [E:110| 600]: Train Loss:0.001345, Val MRR:0.32418, testrun_c9ec8d9c
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2023-04-26 13:50:52,539 - testrun_c9ec8d9c - [INFO] - [E:110| 700]: Train Loss:0.0013422, Val MRR:0.32418, testrun_c9ec8d9c
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2023-04-26 13:51:56,514 - testrun_c9ec8d9c - [INFO] - [E:110| 800]: Train Loss:0.0013443, Val MRR:0.32418, testrun_c9ec8d9c
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2023-04-26 13:53:00,466 - testrun_c9ec8d9c - [INFO] - [E:110| 900]: Train Loss:0.0013457, Val MRR:0.32418, testrun_c9ec8d9c
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2023-04-26 13:54:04,432 - testrun_c9ec8d9c - [INFO] - [E:110| 1000]: Train Loss:0.001345, Val MRR:0.32418, testrun_c9ec8d9c
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2023-04-26 13:55:08,387 - testrun_c9ec8d9c - [INFO] - [E:110| 1100]: Train Loss:0.0013425, Val MRR:0.32418, testrun_c9ec8d9c
|
|
2023-04-26 13:55:52,211 - testrun_c9ec8d9c - [INFO] - [Epoch:110]: Training Loss:0.001342
|
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|
2023-04-26 13:55:52,434 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 13:56:14,475 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 13:56:22,667 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 13:56:47,446 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 13:56:56,363 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 110 valid]:
|
|
MRR: Tail : 0.42953, Head : 0.21931, Avg : 0.32442
|
|
|
|
2023-04-26 13:56:57,463 - testrun_c9ec8d9c - [INFO] - [Epoch 110]: Training Loss: 0.0013423, Valid MRR: 0.32442,
|
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|
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2023-04-26 13:56:58,115 - testrun_c9ec8d9c - [INFO] - [E:111| 0]: Train Loss:0.0012844, Val MRR:0.32442, testrun_c9ec8d9c
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2023-04-26 13:58:01,995 - testrun_c9ec8d9c - [INFO] - [E:111| 100]: Train Loss:0.001332, Val MRR:0.32442, testrun_c9ec8d9c
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2023-04-26 13:59:05,928 - testrun_c9ec8d9c - [INFO] - [E:111| 200]: Train Loss:0.0013485, Val MRR:0.32442, testrun_c9ec8d9c
|
|
2023-04-26 14:00:09,790 - testrun_c9ec8d9c - [INFO] - [E:111| 300]: Train Loss:0.0013419, Val MRR:0.32442, testrun_c9ec8d9c
|
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2023-04-26 14:01:13,728 - testrun_c9ec8d9c - [INFO] - [E:111| 400]: Train Loss:0.0013415, Val MRR:0.32442, testrun_c9ec8d9c
|
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2023-04-26 14:02:17,715 - testrun_c9ec8d9c - [INFO] - [E:111| 500]: Train Loss:0.0013374, Val MRR:0.32442, testrun_c9ec8d9c
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2023-04-26 14:03:21,690 - testrun_c9ec8d9c - [INFO] - [E:111| 600]: Train Loss:0.0013347, Val MRR:0.32442, testrun_c9ec8d9c
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2023-04-26 14:04:25,702 - testrun_c9ec8d9c - [INFO] - [E:111| 700]: Train Loss:0.0013325, Val MRR:0.32442, testrun_c9ec8d9c
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2023-04-26 14:05:29,596 - testrun_c9ec8d9c - [INFO] - [E:111| 800]: Train Loss:0.0013311, Val MRR:0.32442, testrun_c9ec8d9c
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2023-04-26 14:06:33,463 - testrun_c9ec8d9c - [INFO] - [E:111| 900]: Train Loss:0.0013349, Val MRR:0.32442, testrun_c9ec8d9c
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2023-04-26 14:07:37,371 - testrun_c9ec8d9c - [INFO] - [E:111| 1000]: Train Loss:0.0013372, Val MRR:0.32442, testrun_c9ec8d9c
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2023-04-26 14:08:41,119 - testrun_c9ec8d9c - [INFO] - [E:111| 1100]: Train Loss:0.0013401, Val MRR:0.32442, testrun_c9ec8d9c
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2023-04-26 14:09:24,763 - testrun_c9ec8d9c - [INFO] - [Epoch:111]: Training Loss:0.00134
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2023-04-26 14:09:24,985 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 14:09:46,827 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 14:09:54,939 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 14:10:19,410 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 14:10:28,245 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 111 valid]:
|
|
MRR: Tail : 0.42816, Head : 0.22179, Avg : 0.32498
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2023-04-26 14:10:29,343 - testrun_c9ec8d9c - [INFO] - [Epoch 111]: Training Loss: 0.0013405, Valid MRR: 0.32498,
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2023-04-26 14:10:29,997 - testrun_c9ec8d9c - [INFO] - [E:112| 0]: Train Loss:0.0013642, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:11:33,739 - testrun_c9ec8d9c - [INFO] - [E:112| 100]: Train Loss:0.0013094, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:12:37,350 - testrun_c9ec8d9c - [INFO] - [E:112| 200]: Train Loss:0.0013213, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:13:40,962 - testrun_c9ec8d9c - [INFO] - [E:112| 300]: Train Loss:0.0013306, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:14:44,570 - testrun_c9ec8d9c - [INFO] - [E:112| 400]: Train Loss:0.0013301, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:15:48,283 - testrun_c9ec8d9c - [INFO] - [E:112| 500]: Train Loss:0.0013307, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:16:52,002 - testrun_c9ec8d9c - [INFO] - [E:112| 600]: Train Loss:0.0013345, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:17:55,692 - testrun_c9ec8d9c - [INFO] - [E:112| 700]: Train Loss:0.0013415, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:18:59,351 - testrun_c9ec8d9c - [INFO] - [E:112| 800]: Train Loss:0.0013424, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:20:03,003 - testrun_c9ec8d9c - [INFO] - [E:112| 900]: Train Loss:0.0013405, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:21:06,612 - testrun_c9ec8d9c - [INFO] - [E:112| 1000]: Train Loss:0.0013391, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:22:10,204 - testrun_c9ec8d9c - [INFO] - [E:112| 1100]: Train Loss:0.0013383, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:22:53,769 - testrun_c9ec8d9c - [INFO] - [Epoch:112]: Training Loss:0.001337
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2023-04-26 14:22:53,990 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 14:23:15,811 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 14:23:23,921 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 14:23:48,400 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 14:23:57,171 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 112 valid]:
|
|
MRR: Tail : 0.42897, Head : 0.21956, Avg : 0.32427
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2023-04-26 14:23:57,171 - testrun_c9ec8d9c - [INFO] - [Epoch 112]: Training Loss: 0.0013369, Valid MRR: 0.32498,
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2023-04-26 14:23:57,818 - testrun_c9ec8d9c - [INFO] - [E:113| 0]: Train Loss:0.0013627, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:25:01,427 - testrun_c9ec8d9c - [INFO] - [E:113| 100]: Train Loss:0.001326, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:26:05,041 - testrun_c9ec8d9c - [INFO] - [E:113| 200]: Train Loss:0.0013279, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:27:08,638 - testrun_c9ec8d9c - [INFO] - [E:113| 300]: Train Loss:0.0013179, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:28:12,238 - testrun_c9ec8d9c - [INFO] - [E:113| 400]: Train Loss:0.0013133, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:29:15,843 - testrun_c9ec8d9c - [INFO] - [E:113| 500]: Train Loss:0.0013128, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:30:19,445 - testrun_c9ec8d9c - [INFO] - [E:113| 600]: Train Loss:0.0013208, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:31:23,029 - testrun_c9ec8d9c - [INFO] - [E:113| 700]: Train Loss:0.0013217, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:32:26,624 - testrun_c9ec8d9c - [INFO] - [E:113| 800]: Train Loss:0.0013271, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:33:30,233 - testrun_c9ec8d9c - [INFO] - [E:113| 900]: Train Loss:0.0013253, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:34:33,840 - testrun_c9ec8d9c - [INFO] - [E:113| 1000]: Train Loss:0.0013286, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:35:37,451 - testrun_c9ec8d9c - [INFO] - [E:113| 1100]: Train Loss:0.0013339, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:36:21,020 - testrun_c9ec8d9c - [INFO] - [Epoch:113]: Training Loss:0.001335
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2023-04-26 14:36:21,241 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 14:36:43,075 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 14:36:51,197 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 14:37:15,723 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 14:37:24,475 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 113 valid]:
|
|
MRR: Tail : 0.42966, Head : 0.21961, Avg : 0.32464
|
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|
|
2023-04-26 14:37:24,475 - testrun_c9ec8d9c - [INFO] - [Epoch 113]: Training Loss: 0.0013354, Valid MRR: 0.32498,
|
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2023-04-26 14:37:25,123 - testrun_c9ec8d9c - [INFO] - [E:114| 0]: Train Loss:0.0013119, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:38:28,732 - testrun_c9ec8d9c - [INFO] - [E:114| 100]: Train Loss:0.0013272, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:39:32,381 - testrun_c9ec8d9c - [INFO] - [E:114| 200]: Train Loss:0.0013368, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:40:35,986 - testrun_c9ec8d9c - [INFO] - [E:114| 300]: Train Loss:0.0013313, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:41:39,619 - testrun_c9ec8d9c - [INFO] - [E:114| 400]: Train Loss:0.0013306, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:42:43,238 - testrun_c9ec8d9c - [INFO] - [E:114| 500]: Train Loss:0.0013318, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:43:46,866 - testrun_c9ec8d9c - [INFO] - [E:114| 600]: Train Loss:0.0013344, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:44:50,523 - testrun_c9ec8d9c - [INFO] - [E:114| 700]: Train Loss:0.001329, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:45:54,183 - testrun_c9ec8d9c - [INFO] - [E:114| 800]: Train Loss:0.0013379, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:46:57,841 - testrun_c9ec8d9c - [INFO] - [E:114| 900]: Train Loss:0.0013348, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:48:01,476 - testrun_c9ec8d9c - [INFO] - [E:114| 1000]: Train Loss:0.0013336, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:49:05,162 - testrun_c9ec8d9c - [INFO] - [E:114| 1100]: Train Loss:0.0013323, Val MRR:0.32498, testrun_c9ec8d9c
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2023-04-26 14:49:48,736 - testrun_c9ec8d9c - [INFO] - [Epoch:114]: Training Loss:0.001332
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2023-04-26 14:49:48,956 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 14:50:10,799 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 14:50:18,926 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 14:50:43,432 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 14:50:52,209 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 114 valid]:
|
|
MRR: Tail : 0.42993, Head : 0.22132, Avg : 0.32562
|
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|
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2023-04-26 14:50:53,219 - testrun_c9ec8d9c - [INFO] - [Epoch 114]: Training Loss: 0.0013315, Valid MRR: 0.32562,
|
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2023-04-26 14:50:53,870 - testrun_c9ec8d9c - [INFO] - [E:115| 0]: Train Loss:0.0015252, Val MRR:0.32562, testrun_c9ec8d9c
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2023-04-26 14:51:57,624 - testrun_c9ec8d9c - [INFO] - [E:115| 100]: Train Loss:0.0013218, Val MRR:0.32562, testrun_c9ec8d9c
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2023-04-26 14:53:01,407 - testrun_c9ec8d9c - [INFO] - [E:115| 200]: Train Loss:0.0013112, Val MRR:0.32562, testrun_c9ec8d9c
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2023-04-26 14:54:05,159 - testrun_c9ec8d9c - [INFO] - [E:115| 300]: Train Loss:0.0013256, Val MRR:0.32562, testrun_c9ec8d9c
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2023-04-26 14:55:08,919 - testrun_c9ec8d9c - [INFO] - [E:115| 400]: Train Loss:0.0013256, Val MRR:0.32562, testrun_c9ec8d9c
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2023-04-26 14:56:12,681 - testrun_c9ec8d9c - [INFO] - [E:115| 500]: Train Loss:0.0013268, Val MRR:0.32562, testrun_c9ec8d9c
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2023-04-26 14:57:16,444 - testrun_c9ec8d9c - [INFO] - [E:115| 600]: Train Loss:0.0013238, Val MRR:0.32562, testrun_c9ec8d9c
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2023-04-26 14:58:20,216 - testrun_c9ec8d9c - [INFO] - [E:115| 700]: Train Loss:0.0013253, Val MRR:0.32562, testrun_c9ec8d9c
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2023-04-26 14:59:23,966 - testrun_c9ec8d9c - [INFO] - [E:115| 800]: Train Loss:0.0013268, Val MRR:0.32562, testrun_c9ec8d9c
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2023-04-26 15:00:27,721 - testrun_c9ec8d9c - [INFO] - [E:115| 900]: Train Loss:0.0013282, Val MRR:0.32562, testrun_c9ec8d9c
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2023-04-26 15:01:31,472 - testrun_c9ec8d9c - [INFO] - [E:115| 1000]: Train Loss:0.0013283, Val MRR:0.32562, testrun_c9ec8d9c
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2023-04-26 15:02:35,226 - testrun_c9ec8d9c - [INFO] - [E:115| 1100]: Train Loss:0.0013277, Val MRR:0.32562, testrun_c9ec8d9c
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2023-04-26 15:03:18,888 - testrun_c9ec8d9c - [INFO] - [Epoch:115]: Training Loss:0.001329
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2023-04-26 15:03:19,110 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 15:03:40,980 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 15:03:49,087 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 15:04:13,600 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 15:04:22,425 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 115 valid]:
|
|
MRR: Tail : 0.42901, Head : 0.22244, Avg : 0.32573
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2023-04-26 15:04:23,424 - testrun_c9ec8d9c - [INFO] - [Epoch 115]: Training Loss: 0.0013295, Valid MRR: 0.32573,
|
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2023-04-26 15:04:24,076 - testrun_c9ec8d9c - [INFO] - [E:116| 0]: Train Loss:0.0012894, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:05:27,818 - testrun_c9ec8d9c - [INFO] - [E:116| 100]: Train Loss:0.0013114, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:06:31,569 - testrun_c9ec8d9c - [INFO] - [E:116| 200]: Train Loss:0.0013326, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:07:35,329 - testrun_c9ec8d9c - [INFO] - [E:116| 300]: Train Loss:0.0013207, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:08:39,062 - testrun_c9ec8d9c - [INFO] - [E:116| 400]: Train Loss:0.0013118, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:09:42,820 - testrun_c9ec8d9c - [INFO] - [E:116| 500]: Train Loss:0.0013241, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:10:46,564 - testrun_c9ec8d9c - [INFO] - [E:116| 600]: Train Loss:0.0013282, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:11:50,301 - testrun_c9ec8d9c - [INFO] - [E:116| 700]: Train Loss:0.0013292, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:12:54,048 - testrun_c9ec8d9c - [INFO] - [E:116| 800]: Train Loss:0.001327, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:13:57,802 - testrun_c9ec8d9c - [INFO] - [E:116| 900]: Train Loss:0.001328, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:15:01,550 - testrun_c9ec8d9c - [INFO] - [E:116| 1000]: Train Loss:0.0013259, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:16:05,295 - testrun_c9ec8d9c - [INFO] - [E:116| 1100]: Train Loss:0.0013261, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:16:48,943 - testrun_c9ec8d9c - [INFO] - [Epoch:116]: Training Loss:0.001327
|
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2023-04-26 15:16:49,164 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 15:17:11,035 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 15:17:19,147 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 15:17:43,690 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 15:17:52,463 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 116 valid]:
|
|
MRR: Tail : 0.42552, Head : 0.22246, Avg : 0.32399
|
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|
|
2023-04-26 15:17:52,463 - testrun_c9ec8d9c - [INFO] - [Epoch 116]: Training Loss: 0.0013269, Valid MRR: 0.32573,
|
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2023-04-26 15:17:53,110 - testrun_c9ec8d9c - [INFO] - [E:117| 0]: Train Loss:0.0014015, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:18:56,845 - testrun_c9ec8d9c - [INFO] - [E:117| 100]: Train Loss:0.0013134, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:20:00,607 - testrun_c9ec8d9c - [INFO] - [E:117| 200]: Train Loss:0.0013222, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:21:04,344 - testrun_c9ec8d9c - [INFO] - [E:117| 300]: Train Loss:0.0013242, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:22:08,077 - testrun_c9ec8d9c - [INFO] - [E:117| 400]: Train Loss:0.0013225, Val MRR:0.32573, testrun_c9ec8d9c
|
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2023-04-26 15:23:11,836 - testrun_c9ec8d9c - [INFO] - [E:117| 500]: Train Loss:0.0013214, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:24:15,591 - testrun_c9ec8d9c - [INFO] - [E:117| 600]: Train Loss:0.0013231, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:25:19,335 - testrun_c9ec8d9c - [INFO] - [E:117| 700]: Train Loss:0.0013204, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:26:23,079 - testrun_c9ec8d9c - [INFO] - [E:117| 800]: Train Loss:0.0013227, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:27:26,817 - testrun_c9ec8d9c - [INFO] - [E:117| 900]: Train Loss:0.0013209, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:28:30,561 - testrun_c9ec8d9c - [INFO] - [E:117| 1000]: Train Loss:0.0013269, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:29:34,309 - testrun_c9ec8d9c - [INFO] - [E:117| 1100]: Train Loss:0.0013257, Val MRR:0.32573, testrun_c9ec8d9c
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2023-04-26 15:30:17,960 - testrun_c9ec8d9c - [INFO] - [Epoch:117]: Training Loss:0.001326
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2023-04-26 15:30:18,181 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 15:30:40,047 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 15:30:48,162 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 15:31:12,641 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 15:31:21,472 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 117 valid]:
|
|
MRR: Tail : 0.42995, Head : 0.22306, Avg : 0.3265
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2023-04-26 15:31:22,460 - testrun_c9ec8d9c - [INFO] - [Epoch 117]: Training Loss: 0.0013257, Valid MRR: 0.3265,
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2023-04-26 15:31:23,117 - testrun_c9ec8d9c - [INFO] - [E:118| 0]: Train Loss:0.0013187, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:32:26,837 - testrun_c9ec8d9c - [INFO] - [E:118| 100]: Train Loss:0.0012993, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:33:30,586 - testrun_c9ec8d9c - [INFO] - [E:118| 200]: Train Loss:0.0013133, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:34:34,319 - testrun_c9ec8d9c - [INFO] - [E:118| 300]: Train Loss:0.0013223, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:35:38,069 - testrun_c9ec8d9c - [INFO] - [E:118| 400]: Train Loss:0.0013192, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:36:41,833 - testrun_c9ec8d9c - [INFO] - [E:118| 500]: Train Loss:0.0013198, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:37:45,575 - testrun_c9ec8d9c - [INFO] - [E:118| 600]: Train Loss:0.0013171, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:38:49,318 - testrun_c9ec8d9c - [INFO] - [E:118| 700]: Train Loss:0.0013176, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:39:53,060 - testrun_c9ec8d9c - [INFO] - [E:118| 800]: Train Loss:0.0013189, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:40:56,782 - testrun_c9ec8d9c - [INFO] - [E:118| 900]: Train Loss:0.0013166, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:42:00,527 - testrun_c9ec8d9c - [INFO] - [E:118| 1000]: Train Loss:0.0013199, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:43:04,260 - testrun_c9ec8d9c - [INFO] - [E:118| 1100]: Train Loss:0.0013193, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:43:47,896 - testrun_c9ec8d9c - [INFO] - [Epoch:118]: Training Loss:0.001323
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2023-04-26 15:43:48,117 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 15:44:09,977 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 15:44:18,098 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 15:44:42,580 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 15:44:51,376 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 118 valid]:
|
|
MRR: Tail : 0.4297, Head : 0.22151, Avg : 0.3256
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2023-04-26 15:44:51,376 - testrun_c9ec8d9c - [INFO] - [Epoch 118]: Training Loss: 0.0013226, Valid MRR: 0.3265,
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2023-04-26 15:44:52,023 - testrun_c9ec8d9c - [INFO] - [E:119| 0]: Train Loss:0.0012965, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:45:55,753 - testrun_c9ec8d9c - [INFO] - [E:119| 100]: Train Loss:0.0013119, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:46:59,419 - testrun_c9ec8d9c - [INFO] - [E:119| 200]: Train Loss:0.0013165, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:48:03,077 - testrun_c9ec8d9c - [INFO] - [E:119| 300]: Train Loss:0.0013086, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:49:06,770 - testrun_c9ec8d9c - [INFO] - [E:119| 400]: Train Loss:0.0013062, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:50:10,380 - testrun_c9ec8d9c - [INFO] - [E:119| 500]: Train Loss:0.0013013, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:51:14,080 - testrun_c9ec8d9c - [INFO] - [E:119| 600]: Train Loss:0.0013125, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:52:17,782 - testrun_c9ec8d9c - [INFO] - [E:119| 700]: Train Loss:0.0013215, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:53:21,384 - testrun_c9ec8d9c - [INFO] - [E:119| 800]: Train Loss:0.0013183, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:54:25,061 - testrun_c9ec8d9c - [INFO] - [E:119| 900]: Train Loss:0.0013164, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:55:28,681 - testrun_c9ec8d9c - [INFO] - [E:119| 1000]: Train Loss:0.0013194, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:56:32,396 - testrun_c9ec8d9c - [INFO] - [E:119| 1100]: Train Loss:0.001319, Val MRR:0.3265, testrun_c9ec8d9c
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2023-04-26 15:57:15,962 - testrun_c9ec8d9c - [INFO] - [Epoch:119]: Training Loss:0.001319
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2023-04-26 15:57:16,183 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 15:57:38,029 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 15:57:46,137 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 15:58:10,604 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 15:58:19,420 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 119 valid]:
|
|
MRR: Tail : 0.43094, Head : 0.22367, Avg : 0.3273
|
|
MR: Tail : 160.9, Head : 339.59, Avg : 250.24
|
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Hit-1: Tail : 0.33721, Head : 0.14474, Avg : 0.24098
|
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Hit-3: Tail : 0.47368, Head : 0.24494, Avg : 0.35931
|
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Hit-10: Tail : 0.61477, Head : 0.38352, Avg : 0.49914
|
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2023-04-26 15:58:20,561 - testrun_c9ec8d9c - [INFO] - [Epoch 119]: Training Loss: 0.0013187, Valid MRR: 0.3273,
|
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2023-04-26 15:58:21,207 - testrun_c9ec8d9c - [INFO] - [E:120| 0]: Train Loss:0.0014477, Val MRR:0.3273, testrun_c9ec8d9c
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2023-04-26 15:59:24,960 - testrun_c9ec8d9c - [INFO] - [E:120| 100]: Train Loss:0.0013178, Val MRR:0.3273, testrun_c9ec8d9c
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2023-04-26 16:00:28,671 - testrun_c9ec8d9c - [INFO] - [E:120| 200]: Train Loss:0.0013235, Val MRR:0.3273, testrun_c9ec8d9c
|
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2023-04-26 16:01:32,485 - testrun_c9ec8d9c - [INFO] - [E:120| 300]: Train Loss:0.0013188, Val MRR:0.3273, testrun_c9ec8d9c
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2023-04-26 16:02:36,339 - testrun_c9ec8d9c - [INFO] - [E:120| 400]: Train Loss:0.0013168, Val MRR:0.3273, testrun_c9ec8d9c
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2023-04-26 16:03:40,159 - testrun_c9ec8d9c - [INFO] - [E:120| 500]: Train Loss:0.0013218, Val MRR:0.3273, testrun_c9ec8d9c
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2023-04-26 16:04:43,994 - testrun_c9ec8d9c - [INFO] - [E:120| 600]: Train Loss:0.001323, Val MRR:0.3273, testrun_c9ec8d9c
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2023-04-26 16:05:47,862 - testrun_c9ec8d9c - [INFO] - [E:120| 700]: Train Loss:0.00133, Val MRR:0.3273, testrun_c9ec8d9c
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2023-04-26 16:06:51,687 - testrun_c9ec8d9c - [INFO] - [E:120| 800]: Train Loss:0.001328, Val MRR:0.3273, testrun_c9ec8d9c
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2023-04-26 16:07:55,546 - testrun_c9ec8d9c - [INFO] - [E:120| 900]: Train Loss:0.0013244, Val MRR:0.3273, testrun_c9ec8d9c
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2023-04-26 16:08:59,374 - testrun_c9ec8d9c - [INFO] - [E:120| 1000]: Train Loss:0.0013215, Val MRR:0.3273, testrun_c9ec8d9c
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2023-04-26 16:10:03,204 - testrun_c9ec8d9c - [INFO] - [E:120| 1100]: Train Loss:0.0013207, Val MRR:0.3273, testrun_c9ec8d9c
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2023-04-26 16:10:46,931 - testrun_c9ec8d9c - [INFO] - [Epoch:120]: Training Loss:0.001318
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2023-04-26 16:10:47,153 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 16:11:09,054 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 16:11:17,183 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 16:11:41,708 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 16:11:50,559 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 120 valid]:
|
|
MRR: Tail : 0.43169, Head : 0.22335, Avg : 0.32752
|
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|
|
2023-04-26 16:11:51,557 - testrun_c9ec8d9c - [INFO] - [Epoch 120]: Training Loss: 0.0013182, Valid MRR: 0.32752,
|
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|
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2023-04-26 16:11:52,211 - testrun_c9ec8d9c - [INFO] - [E:121| 0]: Train Loss:0.0011681, Val MRR:0.32752, testrun_c9ec8d9c
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2023-04-26 16:12:56,059 - testrun_c9ec8d9c - [INFO] - [E:121| 100]: Train Loss:0.0012676, Val MRR:0.32752, testrun_c9ec8d9c
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2023-04-26 16:13:59,929 - testrun_c9ec8d9c - [INFO] - [E:121| 200]: Train Loss:0.0012927, Val MRR:0.32752, testrun_c9ec8d9c
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2023-04-26 16:15:03,832 - testrun_c9ec8d9c - [INFO] - [E:121| 300]: Train Loss:0.001314, Val MRR:0.32752, testrun_c9ec8d9c
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2023-04-26 16:16:07,693 - testrun_c9ec8d9c - [INFO] - [E:121| 400]: Train Loss:0.0013031, Val MRR:0.32752, testrun_c9ec8d9c
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2023-04-26 16:17:11,450 - testrun_c9ec8d9c - [INFO] - [E:121| 500]: Train Loss:0.001303, Val MRR:0.32752, testrun_c9ec8d9c
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2023-04-26 16:18:15,266 - testrun_c9ec8d9c - [INFO] - [E:121| 600]: Train Loss:0.0013031, Val MRR:0.32752, testrun_c9ec8d9c
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2023-04-26 16:19:19,146 - testrun_c9ec8d9c - [INFO] - [E:121| 700]: Train Loss:0.0013094, Val MRR:0.32752, testrun_c9ec8d9c
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2023-04-26 16:20:22,957 - testrun_c9ec8d9c - [INFO] - [E:121| 800]: Train Loss:0.0013124, Val MRR:0.32752, testrun_c9ec8d9c
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2023-04-26 16:21:26,797 - testrun_c9ec8d9c - [INFO] - [E:121| 900]: Train Loss:0.0013107, Val MRR:0.32752, testrun_c9ec8d9c
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2023-04-26 16:22:30,656 - testrun_c9ec8d9c - [INFO] - [E:121| 1000]: Train Loss:0.0013108, Val MRR:0.32752, testrun_c9ec8d9c
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2023-04-26 16:23:34,417 - testrun_c9ec8d9c - [INFO] - [E:121| 1100]: Train Loss:0.0013129, Val MRR:0.32752, testrun_c9ec8d9c
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2023-04-26 16:24:18,175 - testrun_c9ec8d9c - [INFO] - [Epoch:121]: Training Loss:0.001313
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2023-04-26 16:24:18,398 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 16:24:40,299 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 16:24:48,434 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 16:25:13,153 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 16:25:21,999 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 121 valid]:
|
|
MRR: Tail : 0.43216, Head : 0.22319, Avg : 0.32768
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|
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2023-04-26 16:25:22,989 - testrun_c9ec8d9c - [INFO] - [Epoch 121]: Training Loss: 0.0013129, Valid MRR: 0.32768,
|
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2023-04-26 16:25:23,644 - testrun_c9ec8d9c - [INFO] - [E:122| 0]: Train Loss:0.0013236, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:26:27,428 - testrun_c9ec8d9c - [INFO] - [E:122| 100]: Train Loss:0.0013879, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:27:31,202 - testrun_c9ec8d9c - [INFO] - [E:122| 200]: Train Loss:0.0013553, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:28:34,982 - testrun_c9ec8d9c - [INFO] - [E:122| 300]: Train Loss:0.0013349, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:29:38,749 - testrun_c9ec8d9c - [INFO] - [E:122| 400]: Train Loss:0.0013316, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:30:42,574 - testrun_c9ec8d9c - [INFO] - [E:122| 500]: Train Loss:0.0013285, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:31:46,362 - testrun_c9ec8d9c - [INFO] - [E:122| 600]: Train Loss:0.0013246, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:32:50,161 - testrun_c9ec8d9c - [INFO] - [E:122| 700]: Train Loss:0.0013212, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:33:54,003 - testrun_c9ec8d9c - [INFO] - [E:122| 800]: Train Loss:0.0013169, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:34:57,816 - testrun_c9ec8d9c - [INFO] - [E:122| 900]: Train Loss:0.0013169, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:36:01,577 - testrun_c9ec8d9c - [INFO] - [E:122| 1000]: Train Loss:0.0013141, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:37:05,353 - testrun_c9ec8d9c - [INFO] - [E:122| 1100]: Train Loss:0.0013158, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:37:49,042 - testrun_c9ec8d9c - [INFO] - [Epoch:122]: Training Loss:0.001315
|
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2023-04-26 16:37:49,264 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 16:38:11,134 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 16:38:19,260 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 16:38:43,758 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 16:38:52,612 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 122 valid]:
|
|
MRR: Tail : 0.43137, Head : 0.22242, Avg : 0.32689
|
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|
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2023-04-26 16:38:52,612 - testrun_c9ec8d9c - [INFO] - [Epoch 122]: Training Loss: 0.0013151, Valid MRR: 0.32768,
|
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2023-04-26 16:38:53,262 - testrun_c9ec8d9c - [INFO] - [E:123| 0]: Train Loss:0.0013452, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:39:57,015 - testrun_c9ec8d9c - [INFO] - [E:123| 100]: Train Loss:0.0012816, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:41:00,782 - testrun_c9ec8d9c - [INFO] - [E:123| 200]: Train Loss:0.001299, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:42:04,541 - testrun_c9ec8d9c - [INFO] - [E:123| 300]: Train Loss:0.0013096, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:43:08,381 - testrun_c9ec8d9c - [INFO] - [E:123| 400]: Train Loss:0.0013082, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:44:12,278 - testrun_c9ec8d9c - [INFO] - [E:123| 500]: Train Loss:0.0013072, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:45:16,175 - testrun_c9ec8d9c - [INFO] - [E:123| 600]: Train Loss:0.0013079, Val MRR:0.32768, testrun_c9ec8d9c
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|
2023-04-26 16:46:20,076 - testrun_c9ec8d9c - [INFO] - [E:123| 700]: Train Loss:0.0013062, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:47:23,920 - testrun_c9ec8d9c - [INFO] - [E:123| 800]: Train Loss:0.0013069, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:48:27,778 - testrun_c9ec8d9c - [INFO] - [E:123| 900]: Train Loss:0.0013077, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:49:31,627 - testrun_c9ec8d9c - [INFO] - [E:123| 1000]: Train Loss:0.00131, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:50:35,467 - testrun_c9ec8d9c - [INFO] - [E:123| 1100]: Train Loss:0.0013066, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:51:19,227 - testrun_c9ec8d9c - [INFO] - [Epoch:123]: Training Loss:0.001312
|
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2023-04-26 16:51:19,449 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 16:51:41,375 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 16:51:49,741 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 16:52:14,310 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 16:52:23,151 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 123 valid]:
|
|
MRR: Tail : 0.42076, Head : 0.21958, Avg : 0.32017
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2023-04-26 16:52:23,151 - testrun_c9ec8d9c - [INFO] - [Epoch 123]: Training Loss: 0.0013124, Valid MRR: 0.32768,
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2023-04-26 16:52:23,800 - testrun_c9ec8d9c - [INFO] - [E:124| 0]: Train Loss:0.0013281, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:53:27,643 - testrun_c9ec8d9c - [INFO] - [E:124| 100]: Train Loss:0.0013628, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:54:31,517 - testrun_c9ec8d9c - [INFO] - [E:124| 200]: Train Loss:0.0013336, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:55:35,412 - testrun_c9ec8d9c - [INFO] - [E:124| 300]: Train Loss:0.0013148, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:56:39,278 - testrun_c9ec8d9c - [INFO] - [E:124| 400]: Train Loss:0.0013172, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:57:43,170 - testrun_c9ec8d9c - [INFO] - [E:124| 500]: Train Loss:0.0013126, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:58:47,028 - testrun_c9ec8d9c - [INFO] - [E:124| 600]: Train Loss:0.0013076, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 16:59:50,908 - testrun_c9ec8d9c - [INFO] - [E:124| 700]: Train Loss:0.0013109, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 17:00:54,800 - testrun_c9ec8d9c - [INFO] - [E:124| 800]: Train Loss:0.0013103, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 17:01:58,691 - testrun_c9ec8d9c - [INFO] - [E:124| 900]: Train Loss:0.0013111, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 17:03:02,577 - testrun_c9ec8d9c - [INFO] - [E:124| 1000]: Train Loss:0.001312, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 17:04:06,466 - testrun_c9ec8d9c - [INFO] - [E:124| 1100]: Train Loss:0.0013088, Val MRR:0.32768, testrun_c9ec8d9c
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2023-04-26 17:04:50,240 - testrun_c9ec8d9c - [INFO] - [Epoch:124]: Training Loss:0.001309
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2023-04-26 17:04:50,462 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 17:05:12,361 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 17:05:20,494 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 17:05:45,016 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 17:05:53,850 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 124 valid]:
|
|
MRR: Tail : 0.4321, Head : 0.2238, Avg : 0.32795
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2023-04-26 17:05:54,871 - testrun_c9ec8d9c - [INFO] - [Epoch 124]: Training Loss: 0.0013091, Valid MRR: 0.32795,
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2023-04-26 17:05:55,530 - testrun_c9ec8d9c - [INFO] - [E:125| 0]: Train Loss:0.001309, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:06:59,399 - testrun_c9ec8d9c - [INFO] - [E:125| 100]: Train Loss:0.0012841, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:08:03,273 - testrun_c9ec8d9c - [INFO] - [E:125| 200]: Train Loss:0.0012921, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:09:07,134 - testrun_c9ec8d9c - [INFO] - [E:125| 300]: Train Loss:0.0012972, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:10:10,995 - testrun_c9ec8d9c - [INFO] - [E:125| 400]: Train Loss:0.0012935, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:11:14,854 - testrun_c9ec8d9c - [INFO] - [E:125| 500]: Train Loss:0.0012981, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:12:18,684 - testrun_c9ec8d9c - [INFO] - [E:125| 600]: Train Loss:0.0012997, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:13:22,557 - testrun_c9ec8d9c - [INFO] - [E:125| 700]: Train Loss:0.0013006, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:14:26,428 - testrun_c9ec8d9c - [INFO] - [E:125| 800]: Train Loss:0.0012985, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:15:30,299 - testrun_c9ec8d9c - [INFO] - [E:125| 900]: Train Loss:0.0013057, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:16:34,158 - testrun_c9ec8d9c - [INFO] - [E:125| 1000]: Train Loss:0.0013034, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:17:38,006 - testrun_c9ec8d9c - [INFO] - [E:125| 1100]: Train Loss:0.0013033, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:18:21,754 - testrun_c9ec8d9c - [INFO] - [Epoch:125]: Training Loss:0.001304
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2023-04-26 17:18:21,976 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 17:18:43,850 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 17:18:51,982 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 17:19:17,418 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 17:19:26,218 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 125 valid]:
|
|
MRR: Tail : 0.43053, Head : 0.22274, Avg : 0.32664
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2023-04-26 17:19:26,218 - testrun_c9ec8d9c - [INFO] - [Epoch 125]: Training Loss: 0.001304, Valid MRR: 0.32795,
|
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2023-04-26 17:19:26,869 - testrun_c9ec8d9c - [INFO] - [E:126| 0]: Train Loss:0.0012442, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:20:30,704 - testrun_c9ec8d9c - [INFO] - [E:126| 100]: Train Loss:0.0012964, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:21:34,553 - testrun_c9ec8d9c - [INFO] - [E:126| 200]: Train Loss:0.0012916, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:22:38,399 - testrun_c9ec8d9c - [INFO] - [E:126| 300]: Train Loss:0.0013087, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:23:42,231 - testrun_c9ec8d9c - [INFO] - [E:126| 400]: Train Loss:0.001303, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:24:46,096 - testrun_c9ec8d9c - [INFO] - [E:126| 500]: Train Loss:0.0013016, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:25:49,875 - testrun_c9ec8d9c - [INFO] - [E:126| 600]: Train Loss:0.0012971, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:26:53,611 - testrun_c9ec8d9c - [INFO] - [E:126| 700]: Train Loss:0.0012947, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:27:57,338 - testrun_c9ec8d9c - [INFO] - [E:126| 800]: Train Loss:0.0012957, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:29:01,070 - testrun_c9ec8d9c - [INFO] - [E:126| 900]: Train Loss:0.0013018, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:30:04,798 - testrun_c9ec8d9c - [INFO] - [E:126| 1000]: Train Loss:0.0013048, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:31:08,544 - testrun_c9ec8d9c - [INFO] - [E:126| 1100]: Train Loss:0.0013043, Val MRR:0.32795, testrun_c9ec8d9c
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2023-04-26 17:31:52,197 - testrun_c9ec8d9c - [INFO] - [Epoch:126]: Training Loss:0.001303
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2023-04-26 17:31:52,418 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 17:32:14,276 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 17:32:22,399 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 17:32:46,869 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 17:32:55,721 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 126 valid]:
|
|
MRR: Tail : 0.43208, Head : 0.22529, Avg : 0.32869
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2023-04-26 17:32:56,695 - testrun_c9ec8d9c - [INFO] - [Epoch 126]: Training Loss: 0.0013032, Valid MRR: 0.32869,
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2023-04-26 17:32:57,347 - testrun_c9ec8d9c - [INFO] - [E:127| 0]: Train Loss:0.0012594, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:34:01,094 - testrun_c9ec8d9c - [INFO] - [E:127| 100]: Train Loss:0.001274, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:35:04,842 - testrun_c9ec8d9c - [INFO] - [E:127| 200]: Train Loss:0.0012759, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:36:08,589 - testrun_c9ec8d9c - [INFO] - [E:127| 300]: Train Loss:0.0012872, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:37:12,327 - testrun_c9ec8d9c - [INFO] - [E:127| 400]: Train Loss:0.0012835, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:38:16,089 - testrun_c9ec8d9c - [INFO] - [E:127| 500]: Train Loss:0.0012842, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:39:19,837 - testrun_c9ec8d9c - [INFO] - [E:127| 600]: Train Loss:0.0012909, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:40:23,585 - testrun_c9ec8d9c - [INFO] - [E:127| 700]: Train Loss:0.001292, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:41:27,336 - testrun_c9ec8d9c - [INFO] - [E:127| 800]: Train Loss:0.0012883, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:42:31,093 - testrun_c9ec8d9c - [INFO] - [E:127| 900]: Train Loss:0.0012946, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:43:34,837 - testrun_c9ec8d9c - [INFO] - [E:127| 1000]: Train Loss:0.0012982, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:44:38,590 - testrun_c9ec8d9c - [INFO] - [E:127| 1100]: Train Loss:0.0013022, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:45:22,254 - testrun_c9ec8d9c - [INFO] - [Epoch:127]: Training Loss:0.001303
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2023-04-26 17:45:22,476 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 17:45:44,322 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 17:45:52,456 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 17:46:16,936 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 17:46:25,773 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 127 valid]:
|
|
MRR: Tail : 0.43071, Head : 0.22428, Avg : 0.32749
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2023-04-26 17:46:25,773 - testrun_c9ec8d9c - [INFO] - [Epoch 127]: Training Loss: 0.0013032, Valid MRR: 0.32869,
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2023-04-26 17:46:26,421 - testrun_c9ec8d9c - [INFO] - [E:128| 0]: Train Loss:0.0011645, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:47:30,156 - testrun_c9ec8d9c - [INFO] - [E:128| 100]: Train Loss:0.001279, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:48:33,914 - testrun_c9ec8d9c - [INFO] - [E:128| 200]: Train Loss:0.0013007, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:49:37,666 - testrun_c9ec8d9c - [INFO] - [E:128| 300]: Train Loss:0.0012944, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:50:41,408 - testrun_c9ec8d9c - [INFO] - [E:128| 400]: Train Loss:0.0013005, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:51:45,152 - testrun_c9ec8d9c - [INFO] - [E:128| 500]: Train Loss:0.0012962, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:52:48,902 - testrun_c9ec8d9c - [INFO] - [E:128| 600]: Train Loss:0.0012926, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:53:52,643 - testrun_c9ec8d9c - [INFO] - [E:128| 700]: Train Loss:0.0012946, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:54:56,368 - testrun_c9ec8d9c - [INFO] - [E:128| 800]: Train Loss:0.0012938, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:56:00,127 - testrun_c9ec8d9c - [INFO] - [E:128| 900]: Train Loss:0.0013002, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:57:03,850 - testrun_c9ec8d9c - [INFO] - [E:128| 1000]: Train Loss:0.0012978, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:58:07,581 - testrun_c9ec8d9c - [INFO] - [E:128| 1100]: Train Loss:0.0012987, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 17:58:51,242 - testrun_c9ec8d9c - [INFO] - [Epoch:128]: Training Loss:0.001298
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2023-04-26 17:58:51,462 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 17:59:13,318 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 17:59:21,433 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 17:59:45,934 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 17:59:54,769 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 128 valid]:
|
|
MRR: Tail : 0.43128, Head : 0.22545, Avg : 0.32837
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2023-04-26 17:59:54,769 - testrun_c9ec8d9c - [INFO] - [Epoch 128]: Training Loss: 0.0012983, Valid MRR: 0.32869,
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2023-04-26 17:59:55,423 - testrun_c9ec8d9c - [INFO] - [E:129| 0]: Train Loss:0.0015026, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:00:59,166 - testrun_c9ec8d9c - [INFO] - [E:129| 100]: Train Loss:0.001281, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:02:02,932 - testrun_c9ec8d9c - [INFO] - [E:129| 200]: Train Loss:0.0012998, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:03:06,690 - testrun_c9ec8d9c - [INFO] - [E:129| 300]: Train Loss:0.0013019, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:04:10,428 - testrun_c9ec8d9c - [INFO] - [E:129| 400]: Train Loss:0.0012963, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:05:14,174 - testrun_c9ec8d9c - [INFO] - [E:129| 500]: Train Loss:0.001293, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:06:17,915 - testrun_c9ec8d9c - [INFO] - [E:129| 600]: Train Loss:0.001292, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:07:21,645 - testrun_c9ec8d9c - [INFO] - [E:129| 700]: Train Loss:0.0012884, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:08:25,373 - testrun_c9ec8d9c - [INFO] - [E:129| 800]: Train Loss:0.0012862, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:09:29,129 - testrun_c9ec8d9c - [INFO] - [E:129| 900]: Train Loss:0.0012881, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:10:32,853 - testrun_c9ec8d9c - [INFO] - [E:129| 1000]: Train Loss:0.0012946, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:11:36,587 - testrun_c9ec8d9c - [INFO] - [E:129| 1100]: Train Loss:0.0012956, Val MRR:0.32869, testrun_c9ec8d9c
|
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2023-04-26 18:12:20,235 - testrun_c9ec8d9c - [INFO] - [Epoch:129]: Training Loss:0.001295
|
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2023-04-26 18:12:20,455 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 18:12:42,285 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 18:12:50,423 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 18:13:14,870 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 18:13:23,695 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 129 valid]:
|
|
MRR: Tail : 0.43031, Head : 0.22384, Avg : 0.32707
|
|
MR: Tail : 178.3, Head : 353.08, Avg : 265.69
|
|
Hit-1: Tail : 0.33715, Head : 0.1444, Avg : 0.24078
|
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Hit-3: Tail : 0.47003, Head : 0.24408, Avg : 0.35706
|
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Hit-10: Tail : 0.61374, Head : 0.38506, Avg : 0.4994
|
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2023-04-26 18:13:23,695 - testrun_c9ec8d9c - [INFO] - [Epoch 129]: Training Loss: 0.0012946, Valid MRR: 0.32869,
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2023-04-26 18:13:24,343 - testrun_c9ec8d9c - [INFO] - [E:130| 0]: Train Loss:0.0012254, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:14:28,094 - testrun_c9ec8d9c - [INFO] - [E:130| 100]: Train Loss:0.0012766, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:15:31,831 - testrun_c9ec8d9c - [INFO] - [E:130| 200]: Train Loss:0.0012786, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:16:35,571 - testrun_c9ec8d9c - [INFO] - [E:130| 300]: Train Loss:0.0012867, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:17:39,324 - testrun_c9ec8d9c - [INFO] - [E:130| 400]: Train Loss:0.0012953, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:18:43,084 - testrun_c9ec8d9c - [INFO] - [E:130| 500]: Train Loss:0.001289, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:19:46,837 - testrun_c9ec8d9c - [INFO] - [E:130| 600]: Train Loss:0.0012975, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:20:50,569 - testrun_c9ec8d9c - [INFO] - [E:130| 700]: Train Loss:0.0012946, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:21:54,329 - testrun_c9ec8d9c - [INFO] - [E:130| 800]: Train Loss:0.0012932, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:22:58,083 - testrun_c9ec8d9c - [INFO] - [E:130| 900]: Train Loss:0.0012927, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:24:01,821 - testrun_c9ec8d9c - [INFO] - [E:130| 1000]: Train Loss:0.0012923, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:25:05,538 - testrun_c9ec8d9c - [INFO] - [E:130| 1100]: Train Loss:0.0012931, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:25:49,183 - testrun_c9ec8d9c - [INFO] - [Epoch:130]: Training Loss:0.001294
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2023-04-26 18:25:49,405 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 18:26:11,240 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 18:26:19,355 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 18:26:43,866 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 18:26:52,644 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 130 valid]:
|
|
MRR: Tail : 0.43168, Head : 0.22447, Avg : 0.32807
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2023-04-26 18:26:52,644 - testrun_c9ec8d9c - [INFO] - [Epoch 130]: Training Loss: 0.001294, Valid MRR: 0.32869,
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2023-04-26 18:26:53,293 - testrun_c9ec8d9c - [INFO] - [E:131| 0]: Train Loss:0.0011484, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:27:57,038 - testrun_c9ec8d9c - [INFO] - [E:131| 100]: Train Loss:0.0012851, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:29:00,777 - testrun_c9ec8d9c - [INFO] - [E:131| 200]: Train Loss:0.001288, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:30:04,511 - testrun_c9ec8d9c - [INFO] - [E:131| 300]: Train Loss:0.0012934, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:31:08,251 - testrun_c9ec8d9c - [INFO] - [E:131| 400]: Train Loss:0.0012927, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:32:11,964 - testrun_c9ec8d9c - [INFO] - [E:131| 500]: Train Loss:0.0012898, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:33:15,677 - testrun_c9ec8d9c - [INFO] - [E:131| 600]: Train Loss:0.0012959, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:34:19,409 - testrun_c9ec8d9c - [INFO] - [E:131| 700]: Train Loss:0.001302, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:35:23,132 - testrun_c9ec8d9c - [INFO] - [E:131| 800]: Train Loss:0.0013011, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:36:26,887 - testrun_c9ec8d9c - [INFO] - [E:131| 900]: Train Loss:0.0013008, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:37:30,599 - testrun_c9ec8d9c - [INFO] - [E:131| 1000]: Train Loss:0.0012976, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:38:34,303 - testrun_c9ec8d9c - [INFO] - [E:131| 1100]: Train Loss:0.0012944, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:39:17,919 - testrun_c9ec8d9c - [INFO] - [Epoch:131]: Training Loss:0.001293
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2023-04-26 18:39:18,140 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 18:39:39,977 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 18:39:48,092 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 18:40:12,526 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 18:40:21,353 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 131 valid]:
|
|
MRR: Tail : 0.43074, Head : 0.22616, Avg : 0.32845
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2023-04-26 18:40:21,353 - testrun_c9ec8d9c - [INFO] - [Epoch 131]: Training Loss: 0.0012932, Valid MRR: 0.32869,
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2023-04-26 18:40:22,000 - testrun_c9ec8d9c - [INFO] - [E:132| 0]: Train Loss:0.0011955, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:41:25,734 - testrun_c9ec8d9c - [INFO] - [E:132| 100]: Train Loss:0.0012793, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:42:29,451 - testrun_c9ec8d9c - [INFO] - [E:132| 200]: Train Loss:0.0012759, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:43:33,162 - testrun_c9ec8d9c - [INFO] - [E:132| 300]: Train Loss:0.0012936, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:44:36,864 - testrun_c9ec8d9c - [INFO] - [E:132| 400]: Train Loss:0.0012875, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:45:40,581 - testrun_c9ec8d9c - [INFO] - [E:132| 500]: Train Loss:0.0012829, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:46:44,298 - testrun_c9ec8d9c - [INFO] - [E:132| 600]: Train Loss:0.0012811, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:47:48,002 - testrun_c9ec8d9c - [INFO] - [E:132| 700]: Train Loss:0.0012798, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:48:51,728 - testrun_c9ec8d9c - [INFO] - [E:132| 800]: Train Loss:0.0012818, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:49:55,449 - testrun_c9ec8d9c - [INFO] - [E:132| 900]: Train Loss:0.0012843, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:51:00,933 - testrun_c9ec8d9c - [INFO] - [E:132| 1000]: Train Loss:0.0012862, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:52:07,199 - testrun_c9ec8d9c - [INFO] - [E:132| 1100]: Train Loss:0.0012882, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:52:52,089 - testrun_c9ec8d9c - [INFO] - [Epoch:132]: Training Loss:0.001287
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2023-04-26 18:52:52,310 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 18:53:14,216 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 18:53:22,355 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 18:53:46,869 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 18:53:55,697 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 132 valid]:
|
|
MRR: Tail : 0.42958, Head : 0.22504, Avg : 0.32731
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|
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2023-04-26 18:53:55,697 - testrun_c9ec8d9c - [INFO] - [Epoch 132]: Training Loss: 0.0012875, Valid MRR: 0.32869,
|
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2023-04-26 18:53:56,349 - testrun_c9ec8d9c - [INFO] - [E:133| 0]: Train Loss:0.0013437, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:55:00,186 - testrun_c9ec8d9c - [INFO] - [E:133| 100]: Train Loss:0.0012976, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:56:03,956 - testrun_c9ec8d9c - [INFO] - [E:133| 200]: Train Loss:0.001295, Val MRR:0.32869, testrun_c9ec8d9c
|
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2023-04-26 18:57:07,901 - testrun_c9ec8d9c - [INFO] - [E:133| 300]: Train Loss:0.0012948, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:58:13,887 - testrun_c9ec8d9c - [INFO] - [E:133| 400]: Train Loss:0.0012921, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 18:59:19,911 - testrun_c9ec8d9c - [INFO] - [E:133| 500]: Train Loss:0.0012863, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:00:24,043 - testrun_c9ec8d9c - [INFO] - [E:133| 600]: Train Loss:0.0012846, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:01:27,772 - testrun_c9ec8d9c - [INFO] - [E:133| 700]: Train Loss:0.0012838, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:02:32,370 - testrun_c9ec8d9c - [INFO] - [E:133| 800]: Train Loss:0.0012908, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:03:38,399 - testrun_c9ec8d9c - [INFO] - [E:133| 900]: Train Loss:0.0012914, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:04:44,352 - testrun_c9ec8d9c - [INFO] - [E:133| 1000]: Train Loss:0.0012881, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:05:48,071 - testrun_c9ec8d9c - [INFO] - [E:133| 1100]: Train Loss:0.0012868, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:06:32,665 - testrun_c9ec8d9c - [INFO] - [Epoch:133]: Training Loss:0.001286
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2023-04-26 19:06:32,896 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 19:06:55,476 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 19:07:03,873 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 19:07:30,500 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 19:07:39,981 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 133 valid]:
|
|
MRR: Tail : 0.4318, Head : 0.22517, Avg : 0.32848
|
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|
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2023-04-26 19:07:39,981 - testrun_c9ec8d9c - [INFO] - [Epoch 133]: Training Loss: 0.0012859, Valid MRR: 0.32869,
|
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2023-04-26 19:07:40,669 - testrun_c9ec8d9c - [INFO] - [E:134| 0]: Train Loss:0.0014822, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:08:46,556 - testrun_c9ec8d9c - [INFO] - [E:134| 100]: Train Loss:0.001271, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:09:52,668 - testrun_c9ec8d9c - [INFO] - [E:134| 200]: Train Loss:0.0012712, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:10:57,548 - testrun_c9ec8d9c - [INFO] - [E:134| 300]: Train Loss:0.0012751, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:12:01,329 - testrun_c9ec8d9c - [INFO] - [E:134| 400]: Train Loss:0.0012808, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:13:06,011 - testrun_c9ec8d9c - [INFO] - [E:134| 500]: Train Loss:0.0012818, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:14:12,611 - testrun_c9ec8d9c - [INFO] - [E:134| 600]: Train Loss:0.0012775, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:15:16,651 - testrun_c9ec8d9c - [INFO] - [E:134| 700]: Train Loss:0.0012777, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:16:20,471 - testrun_c9ec8d9c - [INFO] - [E:134| 800]: Train Loss:0.0012776, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:17:24,302 - testrun_c9ec8d9c - [INFO] - [E:134| 900]: Train Loss:0.0012806, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:18:31,508 - testrun_c9ec8d9c - [INFO] - [E:134| 1000]: Train Loss:0.0012813, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:19:36,867 - testrun_c9ec8d9c - [INFO] - [E:134| 1100]: Train Loss:0.0012821, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:20:22,426 - testrun_c9ec8d9c - [INFO] - [Epoch:134]: Training Loss:0.001285
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2023-04-26 19:20:22,648 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 19:20:44,481 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 19:20:52,600 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 19:21:17,160 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 19:21:27,264 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 134 valid]:
|
|
MRR: Tail : 0.42785, Head : 0.2235, Avg : 0.32568
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|
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2023-04-26 19:21:27,264 - testrun_c9ec8d9c - [INFO] - [Epoch 134]: Training Loss: 0.0012848, Valid MRR: 0.32869,
|
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2023-04-26 19:21:28,090 - testrun_c9ec8d9c - [INFO] - [E:135| 0]: Train Loss:0.0011264, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:22:42,303 - testrun_c9ec8d9c - [INFO] - [E:135| 100]: Train Loss:0.0012801, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:23:56,607 - testrun_c9ec8d9c - [INFO] - [E:135| 200]: Train Loss:0.0012772, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:25:11,013 - testrun_c9ec8d9c - [INFO] - [E:135| 300]: Train Loss:0.0012917, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:26:25,258 - testrun_c9ec8d9c - [INFO] - [E:135| 400]: Train Loss:0.0012994, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:27:39,323 - testrun_c9ec8d9c - [INFO] - [E:135| 500]: Train Loss:0.001292, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:28:53,018 - testrun_c9ec8d9c - [INFO] - [E:135| 600]: Train Loss:0.001294, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:30:07,396 - testrun_c9ec8d9c - [INFO] - [E:135| 700]: Train Loss:0.001292, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:31:21,404 - testrun_c9ec8d9c - [INFO] - [E:135| 800]: Train Loss:0.0012897, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:32:35,679 - testrun_c9ec8d9c - [INFO] - [E:135| 900]: Train Loss:0.0012894, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:33:49,474 - testrun_c9ec8d9c - [INFO] - [E:135| 1000]: Train Loss:0.001288, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:35:03,221 - testrun_c9ec8d9c - [INFO] - [E:135| 1100]: Train Loss:0.0012855, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:35:54,008 - testrun_c9ec8d9c - [INFO] - [Epoch:135]: Training Loss:0.001284
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2023-04-26 19:35:54,275 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 19:36:19,559 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 19:36:29,005 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 19:36:59,419 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 19:37:10,541 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 135 valid]:
|
|
MRR: Tail : 0.43118, Head : 0.22612, Avg : 0.32865
|
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|
|
2023-04-26 19:37:10,541 - testrun_c9ec8d9c - [INFO] - [Epoch 135]: Training Loss: 0.0012841, Valid MRR: 0.32869,
|
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2023-04-26 19:37:11,193 - testrun_c9ec8d9c - [INFO] - [E:136| 0]: Train Loss:0.0011418, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:38:14,901 - testrun_c9ec8d9c - [INFO] - [E:136| 100]: Train Loss:0.001268, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:39:18,621 - testrun_c9ec8d9c - [INFO] - [E:136| 200]: Train Loss:0.0012606, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:40:22,350 - testrun_c9ec8d9c - [INFO] - [E:136| 300]: Train Loss:0.0012697, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:41:26,061 - testrun_c9ec8d9c - [INFO] - [E:136| 400]: Train Loss:0.0012643, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:42:29,792 - testrun_c9ec8d9c - [INFO] - [E:136| 500]: Train Loss:0.0012645, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:43:34,389 - testrun_c9ec8d9c - [INFO] - [E:136| 600]: Train Loss:0.0012669, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:45:45,333 - testrun_c9ec8d9c - [INFO] - [E:136| 700]: Train Loss:0.0012812, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:47:59,523 - testrun_c9ec8d9c - [INFO] - [E:136| 800]: Train Loss:0.0012828, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:50:14,113 - testrun_c9ec8d9c - [INFO] - [E:136| 900]: Train Loss:0.0012817, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:52:26,745 - testrun_c9ec8d9c - [INFO] - [E:136| 1000]: Train Loss:0.0012814, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:54:37,666 - testrun_c9ec8d9c - [INFO] - [E:136| 1100]: Train Loss:0.0012819, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 19:56:09,064 - testrun_c9ec8d9c - [INFO] - [Epoch:136]: Training Loss:0.001283
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2023-04-26 19:56:09,546 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 19:56:57,122 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 19:57:14,709 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 19:58:05,003 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 19:58:22,776 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 136 valid]:
|
|
MRR: Tail : 0.43016, Head : 0.22516, Avg : 0.32766
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2023-04-26 19:58:22,776 - testrun_c9ec8d9c - [INFO] - [Epoch 136]: Training Loss: 0.0012825, Valid MRR: 0.32869,
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2023-04-26 19:58:24,130 - testrun_c9ec8d9c - [INFO] - [E:137| 0]: Train Loss:0.0011624, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:00:38,705 - testrun_c9ec8d9c - [INFO] - [E:137| 100]: Train Loss:0.0012565, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:02:48,989 - testrun_c9ec8d9c - [INFO] - [E:137| 200]: Train Loss:0.0012634, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:05:03,167 - testrun_c9ec8d9c - [INFO] - [E:137| 300]: Train Loss:0.0012649, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:07:16,578 - testrun_c9ec8d9c - [INFO] - [E:137| 400]: Train Loss:0.0012921, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:09:25,366 - testrun_c9ec8d9c - [INFO] - [E:137| 500]: Train Loss:0.0012895, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:11:39,023 - testrun_c9ec8d9c - [INFO] - [E:137| 600]: Train Loss:0.0012931, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:13:53,376 - testrun_c9ec8d9c - [INFO] - [E:137| 700]: Train Loss:0.0012856, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:16:06,213 - testrun_c9ec8d9c - [INFO] - [E:137| 800]: Train Loss:0.0012845, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:18:19,876 - testrun_c9ec8d9c - [INFO] - [E:137| 900]: Train Loss:0.0012815, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:20:29,269 - testrun_c9ec8d9c - [INFO] - [E:137| 1000]: Train Loss:0.0012818, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:22:42,967 - testrun_c9ec8d9c - [INFO] - [E:137| 1100]: Train Loss:0.00128, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:24:14,088 - testrun_c9ec8d9c - [INFO] - [Epoch:137]: Training Loss:0.001279
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2023-04-26 20:24:14,562 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 20:25:01,163 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 20:25:18,790 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 20:26:08,423 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 20:26:26,375 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 137 valid]:
|
|
MRR: Tail : 0.42973, Head : 0.22656, Avg : 0.32815
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2023-04-26 20:26:26,376 - testrun_c9ec8d9c - [INFO] - [Epoch 137]: Training Loss: 0.0012791, Valid MRR: 0.32869,
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2023-04-26 20:26:27,725 - testrun_c9ec8d9c - [INFO] - [E:138| 0]: Train Loss:0.0012137, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:28:39,372 - testrun_c9ec8d9c - [INFO] - [E:138| 100]: Train Loss:0.0012507, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:30:52,355 - testrun_c9ec8d9c - [INFO] - [E:138| 200]: Train Loss:0.0012656, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:33:04,954 - testrun_c9ec8d9c - [INFO] - [E:138| 300]: Train Loss:0.0012827, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:35:13,015 - testrun_c9ec8d9c - [INFO] - [E:138| 400]: Train Loss:0.001278, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:37:21,317 - testrun_c9ec8d9c - [INFO] - [E:138| 500]: Train Loss:0.001275, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:39:31,445 - testrun_c9ec8d9c - [INFO] - [E:138| 600]: Train Loss:0.0012797, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:41:44,854 - testrun_c9ec8d9c - [INFO] - [E:138| 700]: Train Loss:0.0012766, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:43:57,501 - testrun_c9ec8d9c - [INFO] - [E:138| 800]: Train Loss:0.0012746, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:46:08,074 - testrun_c9ec8d9c - [INFO] - [E:138| 900]: Train Loss:0.0012744, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:48:20,978 - testrun_c9ec8d9c - [INFO] - [E:138| 1000]: Train Loss:0.0012746, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:50:33,327 - testrun_c9ec8d9c - [INFO] - [E:138| 1100]: Train Loss:0.0012741, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:52:04,342 - testrun_c9ec8d9c - [INFO] - [Epoch:138]: Training Loss:0.001274
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2023-04-26 20:52:04,841 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 20:52:50,876 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 20:53:08,125 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 20:53:57,353 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 20:54:12,010 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 138 valid]:
|
|
MRR: Tail : 0.43054, Head : 0.22449, Avg : 0.32752
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|
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2023-04-26 20:54:12,011 - testrun_c9ec8d9c - [INFO] - [Epoch 138]: Training Loss: 0.0012736, Valid MRR: 0.32869,
|
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2023-04-26 20:54:13,375 - testrun_c9ec8d9c - [INFO] - [E:139| 0]: Train Loss:0.0011483, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:56:26,281 - testrun_c9ec8d9c - [INFO] - [E:139| 100]: Train Loss:0.0012554, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 20:58:38,996 - testrun_c9ec8d9c - [INFO] - [E:139| 200]: Train Loss:0.0012515, Val MRR:0.32869, testrun_c9ec8d9c
|
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2023-04-26 21:00:50,611 - testrun_c9ec8d9c - [INFO] - [E:139| 300]: Train Loss:0.0012595, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:03:02,955 - testrun_c9ec8d9c - [INFO] - [E:139| 400]: Train Loss:0.0012607, Val MRR:0.32869, testrun_c9ec8d9c
|
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2023-04-26 21:05:13,372 - testrun_c9ec8d9c - [INFO] - [E:139| 500]: Train Loss:0.0012636, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:07:23,811 - testrun_c9ec8d9c - [INFO] - [E:139| 600]: Train Loss:0.0012674, Val MRR:0.32869, testrun_c9ec8d9c
|
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2023-04-26 21:09:37,256 - testrun_c9ec8d9c - [INFO] - [E:139| 700]: Train Loss:0.0012696, Val MRR:0.32869, testrun_c9ec8d9c
|
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2023-04-26 21:11:45,924 - testrun_c9ec8d9c - [INFO] - [E:139| 800]: Train Loss:0.0012695, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:13:54,511 - testrun_c9ec8d9c - [INFO] - [E:139| 900]: Train Loss:0.0012731, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:16:06,320 - testrun_c9ec8d9c - [INFO] - [E:139| 1000]: Train Loss:0.0012707, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:18:18,694 - testrun_c9ec8d9c - [INFO] - [E:139| 1100]: Train Loss:0.001275, Val MRR:0.32869, testrun_c9ec8d9c
|
|
2023-04-26 21:19:48,799 - testrun_c9ec8d9c - [INFO] - [Epoch:139]: Training Loss:0.001274
|
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2023-04-26 21:19:49,255 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 21:20:36,217 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 21:20:53,434 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 21:21:43,241 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 21:21:59,934 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 139 valid]:
|
|
MRR: Tail : 0.42807, Head : 0.22616, Avg : 0.32711
|
|
MR: Tail : 183.01, Head : 348.5, Avg : 265.76
|
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Hit-1: Tail : 0.33356, Head : 0.14622, Avg : 0.23989
|
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Hit-3: Tail : 0.47066, Head : 0.2479, Avg : 0.35928
|
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Hit-10: Tail : 0.61671, Head : 0.38802, Avg : 0.50237
|
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2023-04-26 21:21:59,935 - testrun_c9ec8d9c - [INFO] - [Epoch 139]: Training Loss: 0.0012743, Valid MRR: 0.32869,
|
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2023-04-26 21:22:00,988 - testrun_c9ec8d9c - [INFO] - [E:140| 0]: Train Loss:0.0011733, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:24:12,408 - testrun_c9ec8d9c - [INFO] - [E:140| 100]: Train Loss:0.0012503, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:26:24,940 - testrun_c9ec8d9c - [INFO] - [E:140| 200]: Train Loss:0.0012583, Val MRR:0.32869, testrun_c9ec8d9c
|
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2023-04-26 21:28:33,223 - testrun_c9ec8d9c - [INFO] - [E:140| 300]: Train Loss:0.0012616, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:30:46,208 - testrun_c9ec8d9c - [INFO] - [E:140| 400]: Train Loss:0.001265, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:32:59,253 - testrun_c9ec8d9c - [INFO] - [E:140| 500]: Train Loss:0.0012772, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:35:11,350 - testrun_c9ec8d9c - [INFO] - [E:140| 600]: Train Loss:0.0012753, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:37:22,351 - testrun_c9ec8d9c - [INFO] - [E:140| 700]: Train Loss:0.0012752, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:39:34,619 - testrun_c9ec8d9c - [INFO] - [E:140| 800]: Train Loss:0.0012735, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:41:45,698 - testrun_c9ec8d9c - [INFO] - [E:140| 900]: Train Loss:0.0012719, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:43:58,958 - testrun_c9ec8d9c - [INFO] - [E:140| 1000]: Train Loss:0.0012708, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:46:07,941 - testrun_c9ec8d9c - [INFO] - [E:140| 1100]: Train Loss:0.0012728, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:47:39,041 - testrun_c9ec8d9c - [INFO] - [Epoch:140]: Training Loss:0.001271
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2023-04-26 21:47:39,412 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 21:48:26,087 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 21:48:43,311 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 21:49:32,936 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 21:49:50,578 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 140 valid]:
|
|
MRR: Tail : 0.42774, Head : 0.22727, Avg : 0.32751
|
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|
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2023-04-26 21:49:50,578 - testrun_c9ec8d9c - [INFO] - [Epoch 140]: Training Loss: 0.0012715, Valid MRR: 0.32869,
|
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2023-04-26 21:49:51,946 - testrun_c9ec8d9c - [INFO] - [E:141| 0]: Train Loss:0.0012917, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:52:00,505 - testrun_c9ec8d9c - [INFO] - [E:141| 100]: Train Loss:0.0012539, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:54:14,729 - testrun_c9ec8d9c - [INFO] - [E:141| 200]: Train Loss:0.0012476, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:56:28,928 - testrun_c9ec8d9c - [INFO] - [E:141| 300]: Train Loss:0.001247, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 21:58:41,784 - testrun_c9ec8d9c - [INFO] - [E:141| 400]: Train Loss:0.0012514, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 22:00:55,424 - testrun_c9ec8d9c - [INFO] - [E:141| 500]: Train Loss:0.001251, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 22:03:05,809 - testrun_c9ec8d9c - [INFO] - [E:141| 600]: Train Loss:0.0012556, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 22:05:20,289 - testrun_c9ec8d9c - [INFO] - [E:141| 700]: Train Loss:0.0012641, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 22:07:31,707 - testrun_c9ec8d9c - [INFO] - [E:141| 800]: Train Loss:0.0012628, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 22:09:44,919 - testrun_c9ec8d9c - [INFO] - [E:141| 900]: Train Loss:0.0012647, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 22:11:59,299 - testrun_c9ec8d9c - [INFO] - [E:141| 1000]: Train Loss:0.0012683, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 22:14:11,986 - testrun_c9ec8d9c - [INFO] - [E:141| 1100]: Train Loss:0.0012692, Val MRR:0.32869, testrun_c9ec8d9c
|
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2023-04-26 22:15:43,776 - testrun_c9ec8d9c - [INFO] - [Epoch:141]: Training Loss:0.00127
|
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2023-04-26 22:15:44,269 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 22:16:31,134 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-26 22:16:47,699 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-26 22:17:36,548 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-26 22:17:54,526 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 141 valid]:
|
|
MRR: Tail : 0.4304, Head : 0.22598, Avg : 0.32819
|
|
|
|
2023-04-26 22:17:54,527 - testrun_c9ec8d9c - [INFO] - [Epoch 141]: Training Loss: 0.0012705, Valid MRR: 0.32869,
|
|
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2023-04-26 22:17:55,769 - testrun_c9ec8d9c - [INFO] - [E:142| 0]: Train Loss:0.0011077, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 22:20:04,933 - testrun_c9ec8d9c - [INFO] - [E:142| 100]: Train Loss:0.0012669, Val MRR:0.32869, testrun_c9ec8d9c
|
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2023-04-26 22:22:17,829 - testrun_c9ec8d9c - [INFO] - [E:142| 200]: Train Loss:0.0012837, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 22:24:30,434 - testrun_c9ec8d9c - [INFO] - [E:142| 300]: Train Loss:0.0012785, Val MRR:0.32869, testrun_c9ec8d9c
|
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2023-04-26 22:26:43,803 - testrun_c9ec8d9c - [INFO] - [E:142| 400]: Train Loss:0.0012718, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 22:28:56,268 - testrun_c9ec8d9c - [INFO] - [E:142| 500]: Train Loss:0.0012691, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 22:31:08,231 - testrun_c9ec8d9c - [INFO] - [E:142| 600]: Train Loss:0.0012675, Val MRR:0.32869, testrun_c9ec8d9c
|
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2023-04-26 22:33:21,520 - testrun_c9ec8d9c - [INFO] - [E:142| 700]: Train Loss:0.0012624, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 22:35:30,116 - testrun_c9ec8d9c - [INFO] - [E:142| 800]: Train Loss:0.0012618, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 22:37:39,863 - testrun_c9ec8d9c - [INFO] - [E:142| 900]: Train Loss:0.001264, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 22:39:52,488 - testrun_c9ec8d9c - [INFO] - [E:142| 1000]: Train Loss:0.0012651, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 22:42:05,474 - testrun_c9ec8d9c - [INFO] - [E:142| 1100]: Train Loss:0.0012651, Val MRR:0.32869, testrun_c9ec8d9c
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2023-04-26 22:43:36,306 - testrun_c9ec8d9c - [INFO] - [Epoch:142]: Training Loss:0.001266
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2023-04-26 22:43:36,788 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 22:44:23,298 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 22:44:40,376 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 22:45:29,636 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 22:45:47,517 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 142 valid]:
|
|
MRR: Tail : 0.43029, Head : 0.22791, Avg : 0.3291
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2023-04-26 22:45:49,056 - testrun_c9ec8d9c - [INFO] - [Epoch 142]: Training Loss: 0.0012659, Valid MRR: 0.3291,
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2023-04-26 22:45:50,422 - testrun_c9ec8d9c - [INFO] - [E:143| 0]: Train Loss:0.0014071, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 22:48:02,008 - testrun_c9ec8d9c - [INFO] - [E:143| 100]: Train Loss:0.0012751, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 22:50:14,656 - testrun_c9ec8d9c - [INFO] - [E:143| 200]: Train Loss:0.0012616, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 22:52:27,055 - testrun_c9ec8d9c - [INFO] - [E:143| 300]: Train Loss:0.0012677, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 22:54:34,542 - testrun_c9ec8d9c - [INFO] - [E:143| 400]: Train Loss:0.001261, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 22:56:48,722 - testrun_c9ec8d9c - [INFO] - [E:143| 500]: Train Loss:0.0012612, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 22:59:00,965 - testrun_c9ec8d9c - [INFO] - [E:143| 600]: Train Loss:0.0012641, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:01:13,461 - testrun_c9ec8d9c - [INFO] - [E:143| 700]: Train Loss:0.0012644, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:03:26,342 - testrun_c9ec8d9c - [INFO] - [E:143| 800]: Train Loss:0.0012657, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:05:36,805 - testrun_c9ec8d9c - [INFO] - [E:143| 900]: Train Loss:0.0012635, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:07:49,170 - testrun_c9ec8d9c - [INFO] - [E:143| 1000]: Train Loss:0.0012674, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:09:56,403 - testrun_c9ec8d9c - [INFO] - [E:143| 1100]: Train Loss:0.0012662, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:11:26,609 - testrun_c9ec8d9c - [INFO] - [Epoch:143]: Training Loss:0.001265
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2023-04-26 23:11:27,080 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 23:12:07,742 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 23:12:25,272 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 23:13:14,793 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 23:13:32,464 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 143 valid]:
|
|
MRR: Tail : 0.4276, Head : 0.22551, Avg : 0.32655
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2023-04-26 23:13:32,464 - testrun_c9ec8d9c - [INFO] - [Epoch 143]: Training Loss: 0.001265, Valid MRR: 0.3291,
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2023-04-26 23:13:33,835 - testrun_c9ec8d9c - [INFO] - [E:144| 0]: Train Loss:0.0013452, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:15:45,647 - testrun_c9ec8d9c - [INFO] - [E:144| 100]: Train Loss:0.0012585, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:17:57,719 - testrun_c9ec8d9c - [INFO] - [E:144| 200]: Train Loss:0.001252, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:20:09,378 - testrun_c9ec8d9c - [INFO] - [E:144| 300]: Train Loss:0.0012543, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:22:21,306 - testrun_c9ec8d9c - [INFO] - [E:144| 400]: Train Loss:0.0012598, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:24:33,340 - testrun_c9ec8d9c - [INFO] - [E:144| 500]: Train Loss:0.0012613, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:26:45,843 - testrun_c9ec8d9c - [INFO] - [E:144| 600]: Train Loss:0.0012612, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:28:54,840 - testrun_c9ec8d9c - [INFO] - [E:144| 700]: Train Loss:0.0012612, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:31:05,898 - testrun_c9ec8d9c - [INFO] - [E:144| 800]: Train Loss:0.0012614, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:33:18,114 - testrun_c9ec8d9c - [INFO] - [E:144| 900]: Train Loss:0.0012618, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:35:28,034 - testrun_c9ec8d9c - [INFO] - [E:144| 1000]: Train Loss:0.001262, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:37:40,432 - testrun_c9ec8d9c - [INFO] - [E:144| 1100]: Train Loss:0.001261, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:39:10,733 - testrun_c9ec8d9c - [INFO] - [Epoch:144]: Training Loss:0.001262
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2023-04-26 23:39:11,290 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 23:39:57,627 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 23:40:15,206 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-26 23:41:04,430 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-26 23:41:22,153 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 144 valid]:
|
|
MRR: Tail : 0.43008, Head : 0.2247, Avg : 0.32739
|
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2023-04-26 23:41:22,153 - testrun_c9ec8d9c - [INFO] - [Epoch 144]: Training Loss: 0.0012618, Valid MRR: 0.3291,
|
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2023-04-26 23:41:23,512 - testrun_c9ec8d9c - [INFO] - [E:145| 0]: Train Loss:0.0011307, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:43:35,393 - testrun_c9ec8d9c - [INFO] - [E:145| 100]: Train Loss:0.0013148, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:45:46,943 - testrun_c9ec8d9c - [INFO] - [E:145| 200]: Train Loss:0.0012895, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:47:48,929 - testrun_c9ec8d9c - [INFO] - [E:145| 300]: Train Loss:0.0012768, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:49:59,636 - testrun_c9ec8d9c - [INFO] - [E:145| 400]: Train Loss:0.0012692, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:52:12,424 - testrun_c9ec8d9c - [INFO] - [E:145| 500]: Train Loss:0.0012723, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:54:24,043 - testrun_c9ec8d9c - [INFO] - [E:145| 600]: Train Loss:0.0012706, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:55:48,255 - testrun_c9ec8d9c - [INFO] - [E:145| 700]: Train Loss:0.0012645, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:56:51,963 - testrun_c9ec8d9c - [INFO] - [E:145| 800]: Train Loss:0.0012643, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:57:55,709 - testrun_c9ec8d9c - [INFO] - [E:145| 900]: Train Loss:0.0012653, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-26 23:58:59,488 - testrun_c9ec8d9c - [INFO] - [E:145| 1000]: Train Loss:0.0012614, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:00:03,221 - testrun_c9ec8d9c - [INFO] - [E:145| 1100]: Train Loss:0.001262, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:00:46,862 - testrun_c9ec8d9c - [INFO] - [Epoch:145]: Training Loss:0.00126
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2023-04-27 00:00:47,085 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 00:01:08,954 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-27 00:01:17,078 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 00:01:41,636 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 00:01:50,476 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 145 valid]:
|
|
MRR: Tail : 0.42823, Head : 0.2245, Avg : 0.32636
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|
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2023-04-27 00:01:50,476 - testrun_c9ec8d9c - [INFO] - [Epoch 145]: Training Loss: 0.0012605, Valid MRR: 0.3291,
|
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2023-04-27 00:01:51,128 - testrun_c9ec8d9c - [INFO] - [E:146| 0]: Train Loss:0.0011769, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:02:54,921 - testrun_c9ec8d9c - [INFO] - [E:146| 100]: Train Loss:0.0012313, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:03:58,682 - testrun_c9ec8d9c - [INFO] - [E:146| 200]: Train Loss:0.0012566, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:05:02,470 - testrun_c9ec8d9c - [INFO] - [E:146| 300]: Train Loss:0.0012579, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:06:06,201 - testrun_c9ec8d9c - [INFO] - [E:146| 400]: Train Loss:0.0012527, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:07:10,047 - testrun_c9ec8d9c - [INFO] - [E:146| 500]: Train Loss:0.0012511, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:08:13,846 - testrun_c9ec8d9c - [INFO] - [E:146| 600]: Train Loss:0.0012484, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:09:17,703 - testrun_c9ec8d9c - [INFO] - [E:146| 700]: Train Loss:0.0012479, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:10:21,495 - testrun_c9ec8d9c - [INFO] - [E:146| 800]: Train Loss:0.0012517, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:11:25,231 - testrun_c9ec8d9c - [INFO] - [E:146| 900]: Train Loss:0.0012533, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:12:28,944 - testrun_c9ec8d9c - [INFO] - [E:146| 1000]: Train Loss:0.0012549, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:13:32,790 - testrun_c9ec8d9c - [INFO] - [E:146| 1100]: Train Loss:0.0012572, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:14:16,506 - testrun_c9ec8d9c - [INFO] - [Epoch:146]: Training Loss:0.001258
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2023-04-27 00:14:16,728 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 00:14:38,599 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 00:14:46,723 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 00:15:11,252 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 00:15:20,131 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 146 valid]:
|
|
MRR: Tail : 0.42809, Head : 0.22717, Avg : 0.32763
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2023-04-27 00:15:20,131 - testrun_c9ec8d9c - [INFO] - [Epoch 146]: Training Loss: 0.001258, Valid MRR: 0.3291,
|
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2023-04-27 00:15:20,779 - testrun_c9ec8d9c - [INFO] - [E:147| 0]: Train Loss:0.001371, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:16:24,563 - testrun_c9ec8d9c - [INFO] - [E:147| 100]: Train Loss:0.0012245, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:17:28,364 - testrun_c9ec8d9c - [INFO] - [E:147| 200]: Train Loss:0.0012316, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:18:32,193 - testrun_c9ec8d9c - [INFO] - [E:147| 300]: Train Loss:0.0012463, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:19:36,045 - testrun_c9ec8d9c - [INFO] - [E:147| 400]: Train Loss:0.001244, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:20:39,793 - testrun_c9ec8d9c - [INFO] - [E:147| 500]: Train Loss:0.0012428, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:21:43,567 - testrun_c9ec8d9c - [INFO] - [E:147| 600]: Train Loss:0.0012433, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:22:47,335 - testrun_c9ec8d9c - [INFO] - [E:147| 700]: Train Loss:0.0012494, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:23:51,090 - testrun_c9ec8d9c - [INFO] - [E:147| 800]: Train Loss:0.0012496, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:24:54,947 - testrun_c9ec8d9c - [INFO] - [E:147| 900]: Train Loss:0.0012483, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:25:58,777 - testrun_c9ec8d9c - [INFO] - [E:147| 1000]: Train Loss:0.0012535, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:27:02,582 - testrun_c9ec8d9c - [INFO] - [E:147| 1100]: Train Loss:0.0012551, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:27:46,303 - testrun_c9ec8d9c - [INFO] - [Epoch:147]: Training Loss:0.001257
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2023-04-27 00:27:46,525 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 00:28:08,419 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-27 00:28:16,544 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 00:28:41,115 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-27 00:28:49,967 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 147 valid]:
|
|
MRR: Tail : 0.4304, Head : 0.22699, Avg : 0.3287
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|
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2023-04-27 00:28:49,967 - testrun_c9ec8d9c - [INFO] - [Epoch 147]: Training Loss: 0.0012565, Valid MRR: 0.3291,
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2023-04-27 00:28:50,616 - testrun_c9ec8d9c - [INFO] - [E:148| 0]: Train Loss:0.0012032, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:29:54,451 - testrun_c9ec8d9c - [INFO] - [E:148| 100]: Train Loss:0.0012871, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:30:58,325 - testrun_c9ec8d9c - [INFO] - [E:148| 200]: Train Loss:0.0012786, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:32:02,174 - testrun_c9ec8d9c - [INFO] - [E:148| 300]: Train Loss:0.0012893, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:33:05,971 - testrun_c9ec8d9c - [INFO] - [E:148| 400]: Train Loss:0.0012805, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:34:09,753 - testrun_c9ec8d9c - [INFO] - [E:148| 500]: Train Loss:0.0012696, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:35:13,526 - testrun_c9ec8d9c - [INFO] - [E:148| 600]: Train Loss:0.0012617, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:36:17,283 - testrun_c9ec8d9c - [INFO] - [E:148| 700]: Train Loss:0.0012556, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:37:21,044 - testrun_c9ec8d9c - [INFO] - [E:148| 800]: Train Loss:0.0012572, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:38:24,889 - testrun_c9ec8d9c - [INFO] - [E:148| 900]: Train Loss:0.0012557, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:39:28,710 - testrun_c9ec8d9c - [INFO] - [E:148| 1000]: Train Loss:0.001259, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:40:32,500 - testrun_c9ec8d9c - [INFO] - [E:148| 1100]: Train Loss:0.0012579, Val MRR:0.3291, testrun_c9ec8d9c
|
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2023-04-27 00:41:16,233 - testrun_c9ec8d9c - [INFO] - [Epoch:148]: Training Loss:0.001256
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2023-04-27 00:41:16,455 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 00:41:38,349 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 00:41:46,467 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 00:42:11,012 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 00:42:19,899 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 148 valid]:
|
|
MRR: Tail : 0.42801, Head : 0.22695, Avg : 0.32748
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2023-04-27 00:42:19,900 - testrun_c9ec8d9c - [INFO] - [Epoch 148]: Training Loss: 0.0012562, Valid MRR: 0.3291,
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2023-04-27 00:42:20,549 - testrun_c9ec8d9c - [INFO] - [E:149| 0]: Train Loss:0.0011944, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:43:24,395 - testrun_c9ec8d9c - [INFO] - [E:149| 100]: Train Loss:0.0012537, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:44:28,254 - testrun_c9ec8d9c - [INFO] - [E:149| 200]: Train Loss:0.0012388, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:45:32,030 - testrun_c9ec8d9c - [INFO] - [E:149| 300]: Train Loss:0.0012387, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:46:35,784 - testrun_c9ec8d9c - [INFO] - [E:149| 400]: Train Loss:0.0012365, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:47:39,514 - testrun_c9ec8d9c - [INFO] - [E:149| 500]: Train Loss:0.0012485, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:48:43,334 - testrun_c9ec8d9c - [INFO] - [E:149| 600]: Train Loss:0.0012494, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:49:47,107 - testrun_c9ec8d9c - [INFO] - [E:149| 700]: Train Loss:0.0012499, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:50:50,918 - testrun_c9ec8d9c - [INFO] - [E:149| 800]: Train Loss:0.0012514, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:51:54,742 - testrun_c9ec8d9c - [INFO] - [E:149| 900]: Train Loss:0.001251, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:52:58,528 - testrun_c9ec8d9c - [INFO] - [E:149| 1000]: Train Loss:0.0012497, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:54:02,343 - testrun_c9ec8d9c - [INFO] - [E:149| 1100]: Train Loss:0.0012525, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:54:46,052 - testrun_c9ec8d9c - [INFO] - [Epoch:149]: Training Loss:0.001253
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2023-04-27 00:54:46,274 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 00:55:08,150 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 00:55:16,290 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 00:55:40,828 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 00:55:49,667 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 149 valid]:
|
|
MRR: Tail : 0.42806, Head : 0.22801, Avg : 0.32804
|
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MR: Tail : 195.5, Head : 356.97, Avg : 276.24
|
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Hit-1: Tail : 0.3351, Head : 0.14748, Avg : 0.24129
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Hit-3: Tail : 0.46958, Head : 0.24847, Avg : 0.35902
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Hit-10: Tail : 0.61272, Head : 0.39133, Avg : 0.50202
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2023-04-27 00:55:49,667 - testrun_c9ec8d9c - [INFO] - [Epoch 149]: Training Loss: 0.0012534, Valid MRR: 0.3291,
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2023-04-27 00:55:50,314 - testrun_c9ec8d9c - [INFO] - [E:150| 0]: Train Loss:0.0011496, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:56:54,121 - testrun_c9ec8d9c - [INFO] - [E:150| 100]: Train Loss:0.0012382, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:57:57,912 - testrun_c9ec8d9c - [INFO] - [E:150| 200]: Train Loss:0.0012412, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 00:59:01,649 - testrun_c9ec8d9c - [INFO] - [E:150| 300]: Train Loss:0.001243, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:00:05,459 - testrun_c9ec8d9c - [INFO] - [E:150| 400]: Train Loss:0.0012488, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:01:09,219 - testrun_c9ec8d9c - [INFO] - [E:150| 500]: Train Loss:0.0012534, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:02:12,995 - testrun_c9ec8d9c - [INFO] - [E:150| 600]: Train Loss:0.0012543, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:03:16,780 - testrun_c9ec8d9c - [INFO] - [E:150| 700]: Train Loss:0.0012483, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:04:20,551 - testrun_c9ec8d9c - [INFO] - [E:150| 800]: Train Loss:0.0012482, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:05:24,319 - testrun_c9ec8d9c - [INFO] - [E:150| 900]: Train Loss:0.001253, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:06:28,155 - testrun_c9ec8d9c - [INFO] - [E:150| 1000]: Train Loss:0.0012502, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:07:32,033 - testrun_c9ec8d9c - [INFO] - [E:150| 1100]: Train Loss:0.0012493, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:08:15,699 - testrun_c9ec8d9c - [INFO] - [Epoch:150]: Training Loss:0.00125
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2023-04-27 01:08:15,920 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-27 01:08:37,804 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 01:08:45,933 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 01:09:10,470 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-27 01:09:19,326 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 150 valid]:
|
|
MRR: Tail : 0.42553, Head : 0.22549, Avg : 0.32551
|
|
|
|
2023-04-27 01:09:19,326 - testrun_c9ec8d9c - [INFO] - [Epoch 150]: Training Loss: 0.00125, Valid MRR: 0.3291,
|
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|
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2023-04-27 01:09:19,977 - testrun_c9ec8d9c - [INFO] - [E:151| 0]: Train Loss:0.001637, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:10:23,727 - testrun_c9ec8d9c - [INFO] - [E:151| 100]: Train Loss:0.001235, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:11:27,492 - testrun_c9ec8d9c - [INFO] - [E:151| 200]: Train Loss:0.0012492, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:12:31,389 - testrun_c9ec8d9c - [INFO] - [E:151| 300]: Train Loss:0.0012446, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:13:35,133 - testrun_c9ec8d9c - [INFO] - [E:151| 400]: Train Loss:0.001241, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:14:38,871 - testrun_c9ec8d9c - [INFO] - [E:151| 500]: Train Loss:0.0012452, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:15:42,630 - testrun_c9ec8d9c - [INFO] - [E:151| 600]: Train Loss:0.001246, Val MRR:0.3291, testrun_c9ec8d9c
|
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2023-04-27 01:16:46,405 - testrun_c9ec8d9c - [INFO] - [E:151| 700]: Train Loss:0.0012476, Val MRR:0.3291, testrun_c9ec8d9c
|
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2023-04-27 01:17:50,251 - testrun_c9ec8d9c - [INFO] - [E:151| 800]: Train Loss:0.0012516, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:18:54,112 - testrun_c9ec8d9c - [INFO] - [E:151| 900]: Train Loss:0.0012523, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:19:57,949 - testrun_c9ec8d9c - [INFO] - [E:151| 1000]: Train Loss:0.0012503, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:21:01,769 - testrun_c9ec8d9c - [INFO] - [E:151| 1100]: Train Loss:0.0012481, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:21:45,446 - testrun_c9ec8d9c - [INFO] - [Epoch:151]: Training Loss:0.001249
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2023-04-27 01:21:45,667 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-27 01:22:07,566 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-27 01:22:15,700 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-27 01:22:40,213 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-27 01:22:49,113 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 151 valid]:
|
|
MRR: Tail : 0.42915, Head : 0.22663, Avg : 0.32789
|
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|
|
2023-04-27 01:22:49,114 - testrun_c9ec8d9c - [INFO] - [Epoch 151]: Training Loss: 0.0012494, Valid MRR: 0.3291,
|
|
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2023-04-27 01:22:49,763 - testrun_c9ec8d9c - [INFO] - [E:152| 0]: Train Loss:0.0014296, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:23:53,547 - testrun_c9ec8d9c - [INFO] - [E:152| 100]: Train Loss:0.0012832, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:24:57,301 - testrun_c9ec8d9c - [INFO] - [E:152| 200]: Train Loss:0.0012504, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:26:01,041 - testrun_c9ec8d9c - [INFO] - [E:152| 300]: Train Loss:0.0012396, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:27:04,806 - testrun_c9ec8d9c - [INFO] - [E:152| 400]: Train Loss:0.001239, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:28:08,537 - testrun_c9ec8d9c - [INFO] - [E:152| 500]: Train Loss:0.0012449, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:29:12,325 - testrun_c9ec8d9c - [INFO] - [E:152| 600]: Train Loss:0.0012403, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:30:16,144 - testrun_c9ec8d9c - [INFO] - [E:152| 700]: Train Loss:0.0012372, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:31:19,942 - testrun_c9ec8d9c - [INFO] - [E:152| 800]: Train Loss:0.0012361, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:32:23,718 - testrun_c9ec8d9c - [INFO] - [E:152| 900]: Train Loss:0.0012384, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:33:27,513 - testrun_c9ec8d9c - [INFO] - [E:152| 1000]: Train Loss:0.0012415, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:34:31,288 - testrun_c9ec8d9c - [INFO] - [E:152| 1100]: Train Loss:0.0012426, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:35:15,029 - testrun_c9ec8d9c - [INFO] - [Epoch:152]: Training Loss:0.001245
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2023-04-27 01:35:15,250 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-27 01:35:37,119 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-27 01:35:45,237 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-27 01:36:09,831 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 01:36:18,623 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 152 valid]:
|
|
MRR: Tail : 0.42715, Head : 0.22848, Avg : 0.32782
|
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|
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2023-04-27 01:36:18,623 - testrun_c9ec8d9c - [INFO] - [Epoch 152]: Training Loss: 0.0012455, Valid MRR: 0.3291,
|
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2023-04-27 01:36:19,272 - testrun_c9ec8d9c - [INFO] - [E:153| 0]: Train Loss:0.0012099, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:37:23,088 - testrun_c9ec8d9c - [INFO] - [E:153| 100]: Train Loss:0.0012145, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:38:26,914 - testrun_c9ec8d9c - [INFO] - [E:153| 200]: Train Loss:0.0012247, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:39:30,656 - testrun_c9ec8d9c - [INFO] - [E:153| 300]: Train Loss:0.0012229, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:40:34,494 - testrun_c9ec8d9c - [INFO] - [E:153| 400]: Train Loss:0.0012339, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:41:38,243 - testrun_c9ec8d9c - [INFO] - [E:153| 500]: Train Loss:0.001236, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:42:42,046 - testrun_c9ec8d9c - [INFO] - [E:153| 600]: Train Loss:0.0012357, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:43:45,914 - testrun_c9ec8d9c - [INFO] - [E:153| 700]: Train Loss:0.0012356, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:44:50,844 - testrun_c9ec8d9c - [INFO] - [E:153| 800]: Train Loss:0.0012395, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:45:54,673 - testrun_c9ec8d9c - [INFO] - [E:153| 900]: Train Loss:0.001241, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:46:58,442 - testrun_c9ec8d9c - [INFO] - [E:153| 1000]: Train Loss:0.0012475, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:48:02,245 - testrun_c9ec8d9c - [INFO] - [E:153| 1100]: Train Loss:0.0012475, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:48:45,929 - testrun_c9ec8d9c - [INFO] - [Epoch:153]: Training Loss:0.001247
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2023-04-27 01:48:46,151 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-27 01:49:08,026 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
|
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2023-04-27 01:49:16,167 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
|
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2023-04-27 01:49:40,694 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
|
|
2023-04-27 01:49:49,496 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 153 valid]:
|
|
MRR: Tail : 0.42532, Head : 0.22769, Avg : 0.32651
|
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|
|
2023-04-27 01:49:49,497 - testrun_c9ec8d9c - [INFO] - [Epoch 153]: Training Loss: 0.0012466, Valid MRR: 0.3291,
|
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|
|
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2023-04-27 01:49:50,144 - testrun_c9ec8d9c - [INFO] - [E:154| 0]: Train Loss:0.001071, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:50:53,947 - testrun_c9ec8d9c - [INFO] - [E:154| 100]: Train Loss:0.0012751, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:51:57,703 - testrun_c9ec8d9c - [INFO] - [E:154| 200]: Train Loss:0.0012741, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:53:01,486 - testrun_c9ec8d9c - [INFO] - [E:154| 300]: Train Loss:0.0012661, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:54:05,239 - testrun_c9ec8d9c - [INFO] - [E:154| 400]: Train Loss:0.0012558, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:55:09,000 - testrun_c9ec8d9c - [INFO] - [E:154| 500]: Train Loss:0.0012464, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:56:12,776 - testrun_c9ec8d9c - [INFO] - [E:154| 600]: Train Loss:0.0012458, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:57:16,562 - testrun_c9ec8d9c - [INFO] - [E:154| 700]: Train Loss:0.0012461, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:58:20,327 - testrun_c9ec8d9c - [INFO] - [E:154| 800]: Train Loss:0.0012397, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 01:59:24,058 - testrun_c9ec8d9c - [INFO] - [E:154| 900]: Train Loss:0.0012383, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:00:27,810 - testrun_c9ec8d9c - [INFO] - [E:154| 1000]: Train Loss:0.001236, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:01:31,589 - testrun_c9ec8d9c - [INFO] - [E:154| 1100]: Train Loss:0.0012403, Val MRR:0.3291, testrun_c9ec8d9c
|
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2023-04-27 02:02:15,295 - testrun_c9ec8d9c - [INFO] - [Epoch:154]: Training Loss:0.001242
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2023-04-27 02:02:15,517 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 02:02:37,387 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 02:02:45,541 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 02:03:10,100 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 02:03:18,873 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 154 valid]:
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MRR: Tail : 0.42658, Head : 0.22816, Avg : 0.32737
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2023-04-27 02:03:18,873 - testrun_c9ec8d9c - [INFO] - [Epoch 154]: Training Loss: 0.0012422, Valid MRR: 0.3291,
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2023-04-27 02:03:19,523 - testrun_c9ec8d9c - [INFO] - [E:155| 0]: Train Loss:0.0012025, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:04:23,313 - testrun_c9ec8d9c - [INFO] - [E:155| 100]: Train Loss:0.0012512, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:05:27,098 - testrun_c9ec8d9c - [INFO] - [E:155| 200]: Train Loss:0.0012406, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:06:30,940 - testrun_c9ec8d9c - [INFO] - [E:155| 300]: Train Loss:0.0012435, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:07:34,779 - testrun_c9ec8d9c - [INFO] - [E:155| 400]: Train Loss:0.0012418, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:08:38,522 - testrun_c9ec8d9c - [INFO] - [E:155| 500]: Train Loss:0.0012439, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:09:42,276 - testrun_c9ec8d9c - [INFO] - [E:155| 600]: Train Loss:0.0012472, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:10:46,007 - testrun_c9ec8d9c - [INFO] - [E:155| 700]: Train Loss:0.0012451, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:11:49,713 - testrun_c9ec8d9c - [INFO] - [E:155| 800]: Train Loss:0.0012417, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:12:53,425 - testrun_c9ec8d9c - [INFO] - [E:155| 900]: Train Loss:0.0012402, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:13:57,147 - testrun_c9ec8d9c - [INFO] - [E:155| 1000]: Train Loss:0.0012381, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:15:00,852 - testrun_c9ec8d9c - [INFO] - [E:155| 1100]: Train Loss:0.0012406, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:15:44,473 - testrun_c9ec8d9c - [INFO] - [Epoch:155]: Training Loss:0.001241
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2023-04-27 02:15:44,695 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 02:16:06,541 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 02:16:14,662 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 02:16:39,128 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 02:16:47,983 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 155 valid]:
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MRR: Tail : 0.42481, Head : 0.22676, Avg : 0.32579
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2023-04-27 02:16:47,983 - testrun_c9ec8d9c - [INFO] - [Epoch 155]: Training Loss: 0.0012408, Valid MRR: 0.3291,
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2023-04-27 02:16:48,629 - testrun_c9ec8d9c - [INFO] - [E:156| 0]: Train Loss:0.0011777, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:17:52,338 - testrun_c9ec8d9c - [INFO] - [E:156| 100]: Train Loss:0.0012473, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:18:56,064 - testrun_c9ec8d9c - [INFO] - [E:156| 200]: Train Loss:0.0012603, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:19:59,786 - testrun_c9ec8d9c - [INFO] - [E:156| 300]: Train Loss:0.0012482, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:21:03,508 - testrun_c9ec8d9c - [INFO] - [E:156| 400]: Train Loss:0.0012495, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:22:07,231 - testrun_c9ec8d9c - [INFO] - [E:156| 500]: Train Loss:0.0012461, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:23:10,944 - testrun_c9ec8d9c - [INFO] - [E:156| 600]: Train Loss:0.0012467, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:24:14,665 - testrun_c9ec8d9c - [INFO] - [E:156| 700]: Train Loss:0.0012432, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:25:18,382 - testrun_c9ec8d9c - [INFO] - [E:156| 800]: Train Loss:0.0012444, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:26:22,088 - testrun_c9ec8d9c - [INFO] - [E:156| 900]: Train Loss:0.0012416, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:27:25,794 - testrun_c9ec8d9c - [INFO] - [E:156| 1000]: Train Loss:0.0012417, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:28:29,498 - testrun_c9ec8d9c - [INFO] - [E:156| 1100]: Train Loss:0.0012394, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:29:13,124 - testrun_c9ec8d9c - [INFO] - [Epoch:156]: Training Loss:0.001239
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2023-04-27 02:29:13,344 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 02:29:35,210 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 02:29:43,313 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 02:30:07,779 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 02:30:16,616 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 156 valid]:
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MRR: Tail : 0.42519, Head : 0.22692, Avg : 0.32606
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2023-04-27 02:30:16,616 - testrun_c9ec8d9c - [INFO] - [Epoch 156]: Training Loss: 0.0012387, Valid MRR: 0.3291,
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2023-04-27 02:30:17,262 - testrun_c9ec8d9c - [INFO] - [E:157| 0]: Train Loss:0.0010835, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:31:20,974 - testrun_c9ec8d9c - [INFO] - [E:157| 100]: Train Loss:0.0012369, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:32:24,695 - testrun_c9ec8d9c - [INFO] - [E:157| 200]: Train Loss:0.0012246, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:33:28,433 - testrun_c9ec8d9c - [INFO] - [E:157| 300]: Train Loss:0.001231, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:34:32,161 - testrun_c9ec8d9c - [INFO] - [E:157| 400]: Train Loss:0.0012444, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:35:35,870 - testrun_c9ec8d9c - [INFO] - [E:157| 500]: Train Loss:0.0012377, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:36:39,611 - testrun_c9ec8d9c - [INFO] - [E:157| 600]: Train Loss:0.001239, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:37:43,347 - testrun_c9ec8d9c - [INFO] - [E:157| 700]: Train Loss:0.0012368, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:38:47,079 - testrun_c9ec8d9c - [INFO] - [E:157| 800]: Train Loss:0.0012328, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:39:50,806 - testrun_c9ec8d9c - [INFO] - [E:157| 900]: Train Loss:0.0012348, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:40:54,537 - testrun_c9ec8d9c - [INFO] - [E:157| 1000]: Train Loss:0.0012355, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:41:58,277 - testrun_c9ec8d9c - [INFO] - [E:157| 1100]: Train Loss:0.0012353, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:42:41,914 - testrun_c9ec8d9c - [INFO] - [Epoch:157]: Training Loss:0.001235
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2023-04-27 02:42:42,135 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 02:43:04,002 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 02:43:12,133 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 02:43:36,625 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 02:43:45,456 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 157 valid]:
|
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MRR: Tail : 0.42497, Head : 0.22775, Avg : 0.32636
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2023-04-27 02:43:45,457 - testrun_c9ec8d9c - [INFO] - [Epoch 157]: Training Loss: 0.0012355, Valid MRR: 0.3291,
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2023-04-27 02:43:46,103 - testrun_c9ec8d9c - [INFO] - [E:158| 0]: Train Loss:0.0012502, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:44:49,908 - testrun_c9ec8d9c - [INFO] - [E:158| 100]: Train Loss:0.0012062, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:45:53,702 - testrun_c9ec8d9c - [INFO] - [E:158| 200]: Train Loss:0.0012145, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:46:57,495 - testrun_c9ec8d9c - [INFO] - [E:158| 300]: Train Loss:0.0012268, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:48:01,297 - testrun_c9ec8d9c - [INFO] - [E:158| 400]: Train Loss:0.0012304, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:49:05,069 - testrun_c9ec8d9c - [INFO] - [E:158| 500]: Train Loss:0.0012351, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:50:08,782 - testrun_c9ec8d9c - [INFO] - [E:158| 600]: Train Loss:0.0012328, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:51:12,536 - testrun_c9ec8d9c - [INFO] - [E:158| 700]: Train Loss:0.0012304, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:52:16,255 - testrun_c9ec8d9c - [INFO] - [E:158| 800]: Train Loss:0.0012285, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:53:19,977 - testrun_c9ec8d9c - [INFO] - [E:158| 900]: Train Loss:0.0012303, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:54:23,682 - testrun_c9ec8d9c - [INFO] - [E:158| 1000]: Train Loss:0.0012343, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:55:27,406 - testrun_c9ec8d9c - [INFO] - [E:158| 1100]: Train Loss:0.0012352, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:56:11,033 - testrun_c9ec8d9c - [INFO] - [Epoch:158]: Training Loss:0.001235
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2023-04-27 02:56:11,254 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 02:56:33,115 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 02:56:41,242 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 02:57:05,689 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 02:57:14,532 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 158 valid]:
|
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MRR: Tail : 0.4267, Head : 0.22828, Avg : 0.32749
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2023-04-27 02:57:14,532 - testrun_c9ec8d9c - [INFO] - [Epoch 158]: Training Loss: 0.0012354, Valid MRR: 0.3291,
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2023-04-27 02:57:15,180 - testrun_c9ec8d9c - [INFO] - [E:159| 0]: Train Loss:0.0011492, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:58:18,893 - testrun_c9ec8d9c - [INFO] - [E:159| 100]: Train Loss:0.0011998, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 02:59:22,624 - testrun_c9ec8d9c - [INFO] - [E:159| 200]: Train Loss:0.0011955, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 03:00:26,370 - testrun_c9ec8d9c - [INFO] - [E:159| 300]: Train Loss:0.0012102, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 03:01:30,125 - testrun_c9ec8d9c - [INFO] - [E:159| 400]: Train Loss:0.0012194, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 03:02:33,878 - testrun_c9ec8d9c - [INFO] - [E:159| 500]: Train Loss:0.0012195, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 03:03:37,775 - testrun_c9ec8d9c - [INFO] - [E:159| 600]: Train Loss:0.0012274, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 03:04:41,686 - testrun_c9ec8d9c - [INFO] - [E:159| 700]: Train Loss:0.0012309, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 03:05:45,514 - testrun_c9ec8d9c - [INFO] - [E:159| 800]: Train Loss:0.0012371, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 03:06:49,477 - testrun_c9ec8d9c - [INFO] - [E:159| 900]: Train Loss:0.0012356, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 03:07:53,254 - testrun_c9ec8d9c - [INFO] - [E:159| 1000]: Train Loss:0.0012361, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 03:08:57,121 - testrun_c9ec8d9c - [INFO] - [E:159| 1100]: Train Loss:0.0012322, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 03:09:40,854 - testrun_c9ec8d9c - [INFO] - [Epoch:159]: Training Loss:0.001233
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2023-04-27 03:09:41,076 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 03:10:02,985 - testrun_c9ec8d9c - [INFO] - [Valid, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 03:10:11,115 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-27 03:10:35,590 - testrun_c9ec8d9c - [INFO] - [Valid, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-27 03:10:44,460 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 159 valid]:
|
|
MRR: Tail : 0.42374, Head : 0.23071, Avg : 0.32723
|
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MR: Tail : 202.61, Head : 360.09, Avg : 281.35
|
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Hit-1: Tail : 0.3298, Head : 0.15101, Avg : 0.2404
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Hit-3: Tail : 0.46587, Head : 0.25269, Avg : 0.35928
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Hit-10: Tail : 0.60958, Head : 0.39173, Avg : 0.50066
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2023-04-27 03:10:44,460 - testrun_c9ec8d9c - [INFO] - [Epoch 159]: Training Loss: 0.0012335, Valid MRR: 0.3291,
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2023-04-27 03:10:45,111 - testrun_c9ec8d9c - [INFO] - [E:160| 0]: Train Loss:0.0010586, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-27 03:11:48,992 - testrun_c9ec8d9c - [INFO] - [E:160| 100]: Train Loss:0.0012429, Val MRR:0.3291, testrun_c9ec8d9c
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2023-04-30 14:29:09,851 - testrun_c9ec8d9c - [INFO] - {'dataset': 'FB15k-237', 'name': 'testrun_c9ec8d9c', 'gpu': '-1', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 600, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.1, 'drop': 0.2, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True}
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2023-04-30 14:30:13,438 - testrun_c9ec8d9c - [INFO] - {'dataset': 'FB15k-237', 'name': 'testrun_c9ec8d9c', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 600, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.1, 'drop': 0.2, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True}
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2023-04-30 14:32:33,610 - testrun_c9ec8d9c - [INFO] - {'dataset': 'FB15k-237', 'name': 'testrun_c9ec8d9c', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.1, 'drop': 0.2, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True}
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2023-04-30 14:32:50,213 - testrun_c9ec8d9c - [INFO] - [Test, Tail_Batch Step 0] testrun_c9ec8d9c
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2023-04-30 14:33:19,680 - testrun_c9ec8d9c - [INFO] - [Test, Tail_Batch Step 100] testrun_c9ec8d9c
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2023-04-30 14:33:38,055 - testrun_c9ec8d9c - [INFO] - [Test, Head_Batch Step 0] testrun_c9ec8d9c
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2023-04-30 14:34:12,874 - testrun_c9ec8d9c - [INFO] - [Test, Head_Batch Step 100] testrun_c9ec8d9c
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2023-04-30 14:34:32,540 - testrun_c9ec8d9c - [INFO] - [Evaluating Epoch 0 test]:
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MRR: Tail : 0.42148, Head : 0.22466, Avg : 0.32307
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MR: Tail : 211.24, Head : 348.73, Avg : 279.99
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Hit-1: Tail : 0.32703, Head : 0.14429, Avg : 0.23566
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Hit-3: Tail : 0.46458, Head : 0.24621, Avg : 0.35539
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Hit-10: Tail : 0.60881, Head : 0.38923, Avg : 0.49902
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