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Thesis/log/testrun_39821166

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2023-05-04 08:49:41 +00:00
2023-04-24 13:39:17,802 - testrun_39821166 - [INFO] - {'dataset': 'FB15k-237', 'name': 'testrun_39821166', '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': 200, 'rel_vec_dim': 200, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/'}
2023-04-24 13:39:25,758 - testrun_39821166 - [INFO] - [E:0| 0]: Train Loss:0.69683, Val MRR:0.0, testrun_39821166
2023-04-24 13:40:27,012 - testrun_39821166 - [INFO] - [E:0| 100]: Train Loss:0.36725, Val MRR:0.0, testrun_39821166
2023-04-24 13:41:28,384 - testrun_39821166 - [INFO] - [E:0| 200]: Train Loss:0.24044, Val MRR:0.0, testrun_39821166
2023-04-24 13:42:29,817 - testrun_39821166 - [INFO] - [E:0| 300]: Train Loss:0.17856, Val MRR:0.0, testrun_39821166
2023-04-24 13:43:31,290 - testrun_39821166 - [INFO] - [E:0| 400]: Train Loss:0.1422, Val MRR:0.0, testrun_39821166
2023-04-24 13:44:32,795 - testrun_39821166 - [INFO] - [E:0| 500]: Train Loss:0.11828, Val MRR:0.0, testrun_39821166
2023-04-24 13:45:34,338 - testrun_39821166 - [INFO] - [E:0| 600]: Train Loss:0.10136, Val MRR:0.0, testrun_39821166
2023-04-24 13:46:35,901 - testrun_39821166 - [INFO] - [E:0| 700]: Train Loss:0.088751, Val MRR:0.0, testrun_39821166
2023-04-24 13:47:37,583 - testrun_39821166 - [INFO] - [E:0| 800]: Train Loss:0.078978, Val MRR:0.0, testrun_39821166
2023-04-24 13:48:39,302 - testrun_39821166 - [INFO] - [E:0| 900]: Train Loss:0.071189, Val MRR:0.0, testrun_39821166
2023-04-24 13:49:41,131 - testrun_39821166 - [INFO] - [E:0| 1000]: Train Loss:0.064826, Val MRR:0.0, testrun_39821166
2023-04-24 13:50:42,962 - testrun_39821166 - [INFO] - [E:0| 1100]: Train Loss:0.059551, Val MRR:0.0, testrun_39821166
2023-04-24 13:51:25,376 - testrun_39821166 - [INFO] - [Epoch:0]: Training Loss:0.0564
2023-04-24 13:51:25,592 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 0] testrun_39821166
2023-04-24 13:51:46,725 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 100] testrun_39821166
2023-04-24 13:51:54,562 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 0] testrun_39821166
2023-04-24 13:52:18,259 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 100] testrun_39821166
2023-04-24 13:52:26,857 - testrun_39821166 - [INFO] - [Evaluating Epoch 0 valid]:
MRR: Tail : 0.0527, Head : 0.00706, Avg : 0.02988
2023-04-24 13:52:27,907 - testrun_39821166 - [INFO] - [Epoch 0]: Training Loss: 0.056396, Valid MRR: 0.02988,
2023-04-24 13:52:28,537 - testrun_39821166 - [INFO] - [E:1| 0]: Train Loss:0.00577, Val MRR:0.02988, testrun_39821166
2023-04-24 13:53:30,508 - testrun_39821166 - [INFO] - [E:1| 100]: Train Loss:0.0057019, Val MRR:0.02988, testrun_39821166
2023-04-24 13:54:32,536 - testrun_39821166 - [INFO] - [E:1| 200]: Train Loss:0.0053782, Val MRR:0.02988, testrun_39821166
2023-04-24 13:55:34,558 - testrun_39821166 - [INFO] - [E:1| 300]: Train Loss:0.0051345, Val MRR:0.02988, testrun_39821166
2023-04-24 13:56:36,538 - testrun_39821166 - [INFO] - [E:1| 400]: Train Loss:0.0049104, Val MRR:0.02988, testrun_39821166
2023-04-24 13:57:38,526 - testrun_39821166 - [INFO] - [E:1| 500]: Train Loss:0.004759, Val MRR:0.02988, testrun_39821166
2023-04-24 13:58:40,528 - testrun_39821166 - [INFO] - [E:1| 600]: Train Loss:0.0046062, Val MRR:0.02988, testrun_39821166
2023-04-24 13:59:42,451 - testrun_39821166 - [INFO] - [E:1| 700]: Train Loss:0.0044731, Val MRR:0.02988, testrun_39821166
2023-04-24 14:00:44,386 - testrun_39821166 - [INFO] - [E:1| 800]: Train Loss:0.0043434, Val MRR:0.02988, testrun_39821166
2023-04-24 14:01:46,362 - testrun_39821166 - [INFO] - [E:1| 900]: Train Loss:0.0042437, Val MRR:0.02988, testrun_39821166
2023-04-24 14:02:48,427 - testrun_39821166 - [INFO] - [E:1| 1000]: Train Loss:0.0041558, Val MRR:0.02988, testrun_39821166
2023-04-24 14:03:50,432 - testrun_39821166 - [INFO] - [E:1| 1100]: Train Loss:0.0040682, Val MRR:0.02988, testrun_39821166
2023-04-24 14:04:32,913 - testrun_39821166 - [INFO] - [Epoch:1]: Training Loss:0.004006
2023-04-24 14:04:33,129 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 0] testrun_39821166
2023-04-24 14:04:54,259 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 100] testrun_39821166
2023-04-24 14:05:02,094 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 0] testrun_39821166
2023-04-24 14:05:25,937 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 100] testrun_39821166
2023-04-24 14:05:34,452 - testrun_39821166 - [INFO] - [Evaluating Epoch 1 valid]:
MRR: Tail : 0.05627, Head : 0.00546, Avg : 0.03086
2023-04-24 14:05:35,563 - testrun_39821166 - [INFO] - [Epoch 1]: Training Loss: 0.0040056, Valid MRR: 0.03086,
2023-04-24 14:05:36,193 - testrun_39821166 - [INFO] - [E:2| 0]: Train Loss:0.003182, Val MRR:0.03086, testrun_39821166
2023-04-24 14:06:38,177 - testrun_39821166 - [INFO] - [E:2| 100]: Train Loss:0.003047, Val MRR:0.03086, testrun_39821166
2023-04-24 14:07:40,121 - testrun_39821166 - [INFO] - [E:2| 200]: Train Loss:0.0029941, Val MRR:0.03086, testrun_39821166
2023-04-24 14:08:42,127 - testrun_39821166 - [INFO] - [E:2| 300]: Train Loss:0.0029611, Val MRR:0.03086, testrun_39821166
2023-04-24 14:09:44,229 - testrun_39821166 - [INFO] - [E:2| 400]: Train Loss:0.0029188, Val MRR:0.03086, testrun_39821166
2023-04-24 14:10:46,230 - testrun_39821166 - [INFO] - [E:2| 500]: Train Loss:0.0028809, Val MRR:0.03086, testrun_39821166
2023-04-24 14:11:48,266 - testrun_39821166 - [INFO] - [E:2| 600]: Train Loss:0.0028695, Val MRR:0.03086, testrun_39821166
2023-04-24 14:12:50,308 - testrun_39821166 - [INFO] - [E:2| 700]: Train Loss:0.0028355, Val MRR:0.03086, testrun_39821166
2023-04-24 14:13:52,356 - testrun_39821166 - [INFO] - [E:2| 800]: Train Loss:0.0028116, Val MRR:0.03086, testrun_39821166
2023-04-24 14:14:54,400 - testrun_39821166 - [INFO] - [E:2| 900]: Train Loss:0.0027867, Val MRR:0.03086, testrun_39821166
2023-04-24 14:15:56,478 - testrun_39821166 - [INFO] - [E:2| 1000]: Train Loss:0.0027747, Val MRR:0.03086, testrun_39821166
2023-04-24 14:16:58,509 - testrun_39821166 - [INFO] - [E:2| 1100]: Train Loss:0.0027614, Val MRR:0.03086, testrun_39821166
2023-04-24 14:17:41,009 - testrun_39821166 - [INFO] - [Epoch:2]: Training Loss:0.002752
2023-04-24 14:17:41,225 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 0] testrun_39821166
2023-04-24 14:18:02,343 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 100] testrun_39821166
2023-04-24 14:18:10,238 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 0] testrun_39821166
2023-04-24 14:18:33,867 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 100] testrun_39821166
2023-04-24 14:18:42,396 - testrun_39821166 - [INFO] - [Evaluating Epoch 2 valid]:
MRR: Tail : 0.05372, Head : 0.00747, Avg : 0.0306
2023-04-24 14:18:42,396 - testrun_39821166 - [INFO] - [Epoch 2]: Training Loss: 0.0027519, Valid MRR: 0.03086,
2023-04-24 14:18:43,056 - testrun_39821166 - [INFO] - [E:3| 0]: Train Loss:0.0027981, Val MRR:0.03086, testrun_39821166
2023-04-24 14:19:45,110 - testrun_39821166 - [INFO] - [E:3| 100]: Train Loss:0.002556, Val MRR:0.03086, testrun_39821166
2023-04-24 14:20:47,179 - testrun_39821166 - [INFO] - [E:3| 200]: Train Loss:0.0025196, Val MRR:0.03086, testrun_39821166
2023-04-24 14:21:49,246 - testrun_39821166 - [INFO] - [E:3| 300]: Train Loss:0.0025127, Val MRR:0.03086, testrun_39821166
2023-04-24 14:22:51,267 - testrun_39821166 - [INFO] - [E:3| 400]: Train Loss:0.0025077, Val MRR:0.03086, testrun_39821166
2023-04-24 14:23:53,338 - testrun_39821166 - [INFO] - [E:3| 500]: Train Loss:0.0025023, Val MRR:0.03086, testrun_39821166
2023-04-24 14:24:55,411 - testrun_39821166 - [INFO] - [E:3| 600]: Train Loss:0.0024962, Val MRR:0.03086, testrun_39821166
2023-04-24 14:25:57,501 - testrun_39821166 - [INFO] - [E:3| 700]: Train Loss:0.0024873, Val MRR:0.03086, testrun_39821166
2023-04-24 14:26:59,650 - testrun_39821166 - [INFO] - [E:3| 800]: Train Loss:0.0024779, Val MRR:0.03086, testrun_39821166
2023-04-24 14:28:01,669 - testrun_39821166 - [INFO] - [E:3| 900]: Train Loss:0.0024675, Val MRR:0.03086, testrun_39821166
2023-04-24 14:29:03,698 - testrun_39821166 - [INFO] - [E:3| 1000]: Train Loss:0.0024559, Val MRR:0.03086, testrun_39821166
2023-04-24 14:30:05,734 - testrun_39821166 - [INFO] - [E:3| 1100]: Train Loss:0.0024774, Val MRR:0.03086, testrun_39821166
2023-04-24 14:30:48,233 - testrun_39821166 - [INFO] - [Epoch:3]: Training Loss:0.002478
2023-04-24 14:30:48,450 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 0] testrun_39821166
2023-04-24 14:31:09,693 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 100] testrun_39821166
2023-04-24 14:31:17,558 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 0] testrun_39821166
2023-04-24 14:31:41,213 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 100] testrun_39821166
2023-04-24 14:31:49,840 - testrun_39821166 - [INFO] - [Evaluating Epoch 3 valid]:
MRR: Tail : 0.05475, Head : 0.00773, Avg : 0.03124
2023-04-24 14:31:51,050 - testrun_39821166 - [INFO] - [Epoch 3]: Training Loss: 0.0024784, Valid MRR: 0.03124,
2023-04-24 14:31:51,681 - testrun_39821166 - [INFO] - [E:4| 0]: Train Loss:0.0022907, Val MRR:0.03124, testrun_39821166
2023-04-24 14:32:53,731 - testrun_39821166 - [INFO] - [E:4| 100]: Train Loss:0.0023575, Val MRR:0.03124, testrun_39821166
2023-04-24 14:33:55,793 - testrun_39821166 - [INFO] - [E:4| 200]: Train Loss:0.002425, Val MRR:0.03124, testrun_39821166
2023-04-24 14:34:57,850 - testrun_39821166 - [INFO] - [E:4| 300]: Train Loss:0.0024067, Val MRR:0.03124, testrun_39821166
2023-04-24 14:35:59,930 - testrun_39821166 - [INFO] - [E:4| 400]: Train Loss:0.0023891, Val MRR:0.03124, testrun_39821166
2023-04-24 14:37:01,995 - testrun_39821166 - [INFO] - [E:4| 500]: Train Loss:0.0024121, Val MRR:0.03124, testrun_39821166
2023-04-24 14:38:03,991 - testrun_39821166 - [INFO] - [E:4| 600]: Train Loss:0.0023948, Val MRR:0.03124, testrun_39821166
2023-04-24 14:39:06,100 - testrun_39821166 - [INFO] - [E:4| 700]: Train Loss:0.0023969, Val MRR:0.03124, testrun_39821166
2023-04-24 14:40:08,118 - testrun_39821166 - [INFO] - [E:4| 800]: Train Loss:0.0023978, Val MRR:0.03124, testrun_39821166
2023-04-24 14:41:10,175 - testrun_39821166 - [INFO] - [E:4| 900]: Train Loss:0.0023994, Val MRR:0.03124, testrun_39821166
2023-04-24 14:42:12,273 - testrun_39821166 - [INFO] - [E:4| 1000]: Train Loss:0.0024041, Val MRR:0.03124, testrun_39821166
2023-04-24 14:43:14,208 - testrun_39821166 - [INFO] - [E:4| 1100]: Train Loss:0.0024054, Val MRR:0.03124, testrun_39821166
2023-04-24 14:43:56,726 - testrun_39821166 - [INFO] - [Epoch:4]: Training Loss:0.002396
2023-04-24 14:43:56,941 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 0] testrun_39821166
2023-04-24 14:44:18,103 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 100] testrun_39821166
2023-04-24 14:44:25,941 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 0] testrun_39821166
2023-04-24 14:44:49,651 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 100] testrun_39821166
2023-04-24 14:44:58,309 - testrun_39821166 - [INFO] - [Evaluating Epoch 4 valid]:
MRR: Tail : 0.0573, Head : 0.00859, Avg : 0.03294
2023-04-24 14:44:59,577 - testrun_39821166 - [INFO] - [Epoch 4]: Training Loss: 0.0023962, Valid MRR: 0.03294,
2023-04-24 14:45:00,206 - testrun_39821166 - [INFO] - [E:5| 0]: Train Loss:0.0021515, Val MRR:0.03294, testrun_39821166
2023-04-24 14:46:02,204 - testrun_39821166 - [INFO] - [E:5| 100]: Train Loss:0.002312, Val MRR:0.03294, testrun_39821166
2023-04-24 14:47:04,247 - testrun_39821166 - [INFO] - [E:5| 200]: Train Loss:0.0023508, Val MRR:0.03294, testrun_39821166
2023-04-24 14:48:06,289 - testrun_39821166 - [INFO] - [E:5| 300]: Train Loss:0.0023555, Val MRR:0.03294, testrun_39821166
2023-04-24 14:49:08,402 - testrun_39821166 - [INFO] - [E:5| 400]: Train Loss:0.0023631, Val MRR:0.03294, testrun_39821166
2023-04-24 14:50:10,401 - testrun_39821166 - [INFO] - [E:5| 500]: Train Loss:0.0023614, Val MRR:0.03294, testrun_39821166
2023-04-24 14:51:12,443 - testrun_39821166 - [INFO] - [E:5| 600]: Train Loss:0.0023769, Val MRR:0.03294, testrun_39821166
2023-04-24 14:52:14,490 - testrun_39821166 - [INFO] - [E:5| 700]: Train Loss:0.0023763, Val MRR:0.03294, testrun_39821166
2023-04-24 14:53:16,491 - testrun_39821166 - [INFO] - [E:5| 800]: Train Loss:0.0023774, Val MRR:0.03294, testrun_39821166
2023-04-24 14:54:18,540 - testrun_39821166 - [INFO] - [E:5| 900]: Train Loss:0.0023696, Val MRR:0.03294, testrun_39821166
2023-04-24 14:55:20,540 - testrun_39821166 - [INFO] - [E:5| 1000]: Train Loss:0.002372, Val MRR:0.03294, testrun_39821166
2023-04-24 14:56:22,539 - testrun_39821166 - [INFO] - [E:5| 1100]: Train Loss:0.0023727, Val MRR:0.03294, testrun_39821166
2023-04-24 14:57:05,002 - testrun_39821166 - [INFO] - [Epoch:5]: Training Loss:0.002368
2023-04-24 14:57:05,219 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 0] testrun_39821166
2023-04-24 14:57:26,337 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 100] testrun_39821166
2023-04-24 14:57:34,188 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 0] testrun_39821166
2023-04-24 14:57:58,007 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 100] testrun_39821166
2023-04-24 14:58:06,463 - testrun_39821166 - [INFO] - [Evaluating Epoch 5 valid]:
MRR: Tail : 0.06071, Head : 0.00877, Avg : 0.03474
2023-04-24 14:58:07,711 - testrun_39821166 - [INFO] - [Epoch 5]: Training Loss: 0.0023685, Valid MRR: 0.03474,
2023-04-24 14:58:08,341 - testrun_39821166 - [INFO] - [E:6| 0]: Train Loss:0.0022255, Val MRR:0.03474, testrun_39821166
2023-04-24 14:59:10,298 - testrun_39821166 - [INFO] - [E:6| 100]: Train Loss:0.0023779, Val MRR:0.03474, testrun_39821166
2023-04-24 15:00:12,269 - testrun_39821166 - [INFO] - [E:6| 200]: Train Loss:0.0023484, Val MRR:0.03474, testrun_39821166
2023-04-24 15:01:14,173 - testrun_39821166 - [INFO] - [E:6| 300]: Train Loss:0.0023466, Val MRR:0.03474, testrun_39821166
2023-04-24 15:02:16,177 - testrun_39821166 - [INFO] - [E:6| 400]: Train Loss:0.0023414, Val MRR:0.03474, testrun_39821166
2023-04-24 15:03:18,143 - testrun_39821166 - [INFO] - [E:6| 500]: Train Loss:0.0023326, Val MRR:0.03474, testrun_39821166
2023-04-24 15:04:20,137 - testrun_39821166 - [INFO] - [E:6| 600]: Train Loss:0.0023391, Val MRR:0.03474, testrun_39821166
2023-04-24 15:05:22,081 - testrun_39821166 - [INFO] - [E:6| 700]: Train Loss:0.0023341, Val MRR:0.03474, testrun_39821166
2023-04-24 15:06:24,169 - testrun_39821166 - [INFO] - [E:6| 800]: Train Loss:0.0023363, Val MRR:0.03474, testrun_39821166
2023-04-24 15:07:26,208 - testrun_39821166 - [INFO] - [E:6| 900]: Train Loss:0.0023518, Val MRR:0.03474, testrun_39821166
2023-04-24 15:08:28,268 - testrun_39821166 - [INFO] - [E:6| 1000]: Train Loss:0.0023452, Val MRR:0.03474, testrun_39821166
2023-04-24 15:09:30,300 - testrun_39821166 - [INFO] - [E:6| 1100]: Train Loss:0.0023537, Val MRR:0.03474, testrun_39821166
2023-04-24 15:10:12,803 - testrun_39821166 - [INFO] - [Epoch:6]: Training Loss:0.002356
2023-04-24 15:10:13,020 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 0] testrun_39821166
2023-04-24 15:10:34,177 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 100] testrun_39821166
2023-04-24 15:10:42,070 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 0] testrun_39821166
2023-04-24 15:11:05,774 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 100] testrun_39821166
2023-04-24 15:11:14,300 - testrun_39821166 - [INFO] - [Evaluating Epoch 6 valid]:
MRR: Tail : 0.06014, Head : 0.00888, Avg : 0.03451
2023-04-24 15:11:14,300 - testrun_39821166 - [INFO] - [Epoch 6]: Training Loss: 0.0023558, Valid MRR: 0.03474,
2023-04-24 15:11:14,942 - testrun_39821166 - [INFO] - [E:7| 0]: Train Loss:0.002, Val MRR:0.03474, testrun_39821166
2023-04-24 15:12:16,997 - testrun_39821166 - [INFO] - [E:7| 100]: Train Loss:0.0023214, Val MRR:0.03474, testrun_39821166
2023-04-24 15:13:18,985 - testrun_39821166 - [INFO] - [E:7| 200]: Train Loss:0.0022976, Val MRR:0.03474, testrun_39821166
2023-04-24 15:14:20,989 - testrun_39821166 - [INFO] - [E:7| 300]: Train Loss:0.0023006, Val MRR:0.03474, testrun_39821166
2023-04-24 15:15:23,025 - testrun_39821166 - [INFO] - [E:7| 400]: Train Loss:0.0022988, Val MRR:0.03474, testrun_39821166
2023-04-24 15:16:25,091 - testrun_39821166 - [INFO] - [E:7| 500]: Train Loss:0.0023303, Val MRR:0.03474, testrun_39821166
2023-04-24 15:17:27,108 - testrun_39821166 - [INFO] - [E:7| 600]: Train Loss:0.0023315, Val MRR:0.03474, testrun_39821166
2023-04-24 15:18:29,147 - testrun_39821166 - [INFO] - [E:7| 700]: Train Loss:0.0023361, Val MRR:0.03474, testrun_39821166
2023-04-24 15:19:31,199 - testrun_39821166 - [INFO] - [E:7| 800]: Train Loss:0.0023361, Val MRR:0.03474, testrun_39821166
2023-04-24 15:20:33,227 - testrun_39821166 - [INFO] - [E:7| 900]: Train Loss:0.0023404, Val MRR:0.03474, testrun_39821166
2023-04-24 15:21:35,186 - testrun_39821166 - [INFO] - [E:7| 1000]: Train Loss:0.0023355, Val MRR:0.03474, testrun_39821166
2023-04-24 15:22:37,121 - testrun_39821166 - [INFO] - [E:7| 1100]: Train Loss:0.0023339, Val MRR:0.03474, testrun_39821166
2023-04-24 15:23:19,588 - testrun_39821166 - [INFO] - [Epoch:7]: Training Loss:0.002338
2023-04-24 15:23:19,804 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 0] testrun_39821166
2023-04-24 15:23:40,996 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 100] testrun_39821166
2023-04-24 15:23:48,845 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 0] testrun_39821166
2023-04-24 15:24:12,492 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 100] testrun_39821166
2023-04-24 15:24:21,011 - testrun_39821166 - [INFO] - [Evaluating Epoch 7 valid]:
MRR: Tail : 0.08089, Head : 0.0091, Avg : 0.045
2023-04-24 15:24:22,269 - testrun_39821166 - [INFO] - [Epoch 7]: Training Loss: 0.0023378, Valid MRR: 0.045,
2023-04-24 15:24:22,899 - testrun_39821166 - [INFO] - [E:8| 0]: Train Loss:0.0022097, Val MRR:0.045, testrun_39821166
2023-04-24 15:25:24,868 - testrun_39821166 - [INFO] - [E:8| 100]: Train Loss:0.0022947, Val MRR:0.045, testrun_39821166
2023-04-24 15:26:26,936 - testrun_39821166 - [INFO] - [E:8| 200]: Train Loss:0.0022963, Val MRR:0.045, testrun_39821166
2023-04-24 15:27:28,976 - testrun_39821166 - [INFO] - [E:8| 300]: Train Loss:0.0023181, Val MRR:0.045, testrun_39821166
2023-04-24 15:28:30,953 - testrun_39821166 - [INFO] - [E:8| 400]: Train Loss:0.0022972, Val MRR:0.045, testrun_39821166
2023-04-24 15:29:33,004 - testrun_39821166 - [INFO] - [E:8| 500]: Train Loss:0.0023414, Val MRR:0.045, testrun_39821166
2023-04-24 15:30:35,090 - testrun_39821166 - [INFO] - [E:8| 600]: Train Loss:0.0023437, Val MRR:0.045, testrun_39821166
2023-04-24 15:31:37,184 - testrun_39821166 - [INFO] - [E:8| 700]: Train Loss:0.0023395, Val MRR:0.045, testrun_39821166
2023-04-24 15:32:39,223 - testrun_39821166 - [INFO] - [E:8| 800]: Train Loss:0.002333, Val MRR:0.045, testrun_39821166
2023-04-24 15:33:41,212 - testrun_39821166 - [INFO] - [E:8| 900]: Train Loss:0.0023285, Val MRR:0.045, testrun_39821166
2023-04-24 15:34:43,205 - testrun_39821166 - [INFO] - [E:8| 1000]: Train Loss:0.0023174, Val MRR:0.045, testrun_39821166
2023-04-24 15:35:45,249 - testrun_39821166 - [INFO] - [E:8| 1100]: Train Loss:0.0023197, Val MRR:0.045, testrun_39821166
2023-04-24 15:36:27,754 - testrun_39821166 - [INFO] - [Epoch:8]: Training Loss:0.002327
2023-04-24 15:36:27,970 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 0] testrun_39821166
2023-04-24 15:36:49,136 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 100] testrun_39821166
2023-04-24 15:36:56,985 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 0] testrun_39821166
2023-04-24 15:37:20,622 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 100] testrun_39821166
2023-04-24 15:37:29,210 - testrun_39821166 - [INFO] - [Evaluating Epoch 8 valid]:
MRR: Tail : 0.05964, Head : 0.0091, Avg : 0.03437
2023-04-24 15:37:29,210 - testrun_39821166 - [INFO] - [Epoch 8]: Training Loss: 0.0023266, Valid MRR: 0.045,
2023-04-24 15:37:29,841 - testrun_39821166 - [INFO] - [E:9| 0]: Train Loss:0.0022964, Val MRR:0.045, testrun_39821166
2023-04-24 15:38:31,835 - testrun_39821166 - [INFO] - [E:9| 100]: Train Loss:0.0023727, Val MRR:0.045, testrun_39821166
2023-04-24 15:39:33,862 - testrun_39821166 - [INFO] - [E:9| 200]: Train Loss:0.0023194, Val MRR:0.045, testrun_39821166
2023-04-24 15:40:35,875 - testrun_39821166 - [INFO] - [E:9| 300]: Train Loss:0.0023223, Val MRR:0.045, testrun_39821166
2023-04-24 15:41:37,880 - testrun_39821166 - [INFO] - [E:9| 400]: Train Loss:0.0023207, Val MRR:0.045, testrun_39821166
2023-04-24 15:42:39,874 - testrun_39821166 - [INFO] - [E:9| 500]: Train Loss:0.0023092, Val MRR:0.045, testrun_39821166
2023-04-24 15:43:41,841 - testrun_39821166 - [INFO] - [E:9| 600]: Train Loss:0.0023058, Val MRR:0.045, testrun_39821166
2023-04-24 15:44:43,897 - testrun_39821166 - [INFO] - [E:9| 700]: Train Loss:0.0023018, Val MRR:0.045, testrun_39821166
2023-04-24 15:45:45,872 - testrun_39821166 - [INFO] - [E:9| 800]: Train Loss:0.002297, Val MRR:0.045, testrun_39821166
2023-04-24 15:46:47,864 - testrun_39821166 - [INFO] - [E:9| 900]: Train Loss:0.0023014, Val MRR:0.045, testrun_39821166
2023-04-24 15:47:49,843 - testrun_39821166 - [INFO] - [E:9| 1000]: Train Loss:0.0023052, Val MRR:0.045, testrun_39821166
2023-04-24 15:48:51,824 - testrun_39821166 - [INFO] - [E:9| 1100]: Train Loss:0.0022978, Val MRR:0.045, testrun_39821166
2023-04-24 15:49:34,303 - testrun_39821166 - [INFO] - [Epoch:9]: Training Loss:0.00229
2023-04-24 15:49:34,518 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 0] testrun_39821166
2023-04-24 15:49:55,636 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 100] testrun_39821166
2023-04-24 15:50:03,480 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 0] testrun_39821166
2023-04-24 15:50:27,219 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 100] testrun_39821166
2023-04-24 15:50:35,712 - testrun_39821166 - [INFO] - [Evaluating Epoch 9 valid]:
MRR: Tail : 0.06955, Head : 0.01009, Avg : 0.03982
MR: Tail : 1817.3, Head : 3110.3, Avg : 2463.8
Hit-1: Tail : 0.0239, Head : 0.00325, Avg : 0.01357
Hit-3: Tail : 0.0665, Head : 0.00861, Avg : 0.03755
Hit-10: Tail : 0.18603, Head : 0.01751, Avg : 0.10177
2023-04-24 15:50:35,712 - testrun_39821166 - [INFO] - [Epoch 9]: Training Loss: 0.0022899, Valid MRR: 0.045,
2023-04-24 15:50:36,342 - testrun_39821166 - [INFO] - [E:10| 0]: Train Loss:0.0025489, Val MRR:0.045, testrun_39821166
2023-04-24 15:51:38,377 - testrun_39821166 - [INFO] - [E:10| 100]: Train Loss:0.0022429, Val MRR:0.045, testrun_39821166
2023-04-24 15:52:40,334 - testrun_39821166 - [INFO] - [E:10| 200]: Train Loss:0.0022225, Val MRR:0.045, testrun_39821166
2023-04-24 15:53:42,326 - testrun_39821166 - [INFO] - [E:10| 300]: Train Loss:0.0022288, Val MRR:0.045, testrun_39821166
2023-04-24 15:54:44,397 - testrun_39821166 - [INFO] - [E:10| 400]: Train Loss:0.002227, Val MRR:0.045, testrun_39821166
2023-04-24 15:55:46,410 - testrun_39821166 - [INFO] - [E:10| 500]: Train Loss:0.0022263, Val MRR:0.045, testrun_39821166
2023-04-24 15:56:48,352 - testrun_39821166 - [INFO] - [E:10| 600]: Train Loss:0.0022403, Val MRR:0.045, testrun_39821166
2023-04-24 15:57:50,392 - testrun_39821166 - [INFO] - [E:10| 700]: Train Loss:0.0022387, Val MRR:0.045, testrun_39821166
2023-04-24 15:58:52,402 - testrun_39821166 - [INFO] - [E:10| 800]: Train Loss:0.0022299, Val MRR:0.045, testrun_39821166
2023-04-24 15:59:54,425 - testrun_39821166 - [INFO] - [E:10| 900]: Train Loss:0.0022306, Val MRR:0.045, testrun_39821166
2023-04-24 16:00:56,480 - testrun_39821166 - [INFO] - [E:10| 1000]: Train Loss:0.0022306, Val MRR:0.045, testrun_39821166
2023-04-24 16:01:58,482 - testrun_39821166 - [INFO] - [E:10| 1100]: Train Loss:0.002229, Val MRR:0.045, testrun_39821166
2023-04-24 16:02:40,922 - testrun_39821166 - [INFO] - [Epoch:10]: Training Loss:0.002232
2023-04-24 16:02:41,138 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 0] testrun_39821166
2023-04-24 16:03:02,291 - testrun_39821166 - [INFO] - [Valid, Tail_Batch Step 100] testrun_39821166
2023-04-24 16:03:10,181 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 0] testrun_39821166
2023-04-24 16:03:33,954 - testrun_39821166 - [INFO] - [Valid, Head_Batch Step 100] testrun_39821166
2023-04-24 16:03:42,473 - testrun_39821166 - [INFO] - [Evaluating Epoch 10 valid]:
MRR: Tail : 0.12074, Head : 0.01719, Avg : 0.06896
2023-04-24 16:03:43,818 - testrun_39821166 - [INFO] - [Epoch 10]: Training Loss: 0.0022319, Valid MRR: 0.06896,
2023-04-24 16:03:44,449 - testrun_39821166 - [INFO] - [E:11| 0]: Train Loss:0.0021109, Val MRR:0.06896, testrun_39821166
2023-04-24 16:04:46,552 - testrun_39821166 - [INFO] - [E:11| 100]: Train Loss:0.0021224, Val MRR:0.06896, testrun_39821166
2023-04-24 16:05:48,515 - testrun_39821166 - [INFO] - [E:11| 200]: Train Loss:0.0021414, Val MRR:0.06896, testrun_39821166
2023-04-24 16:06:50,601 - testrun_39821166 - [INFO] - [E:11| 300]: Train Loss:0.0021794, Val MRR:0.06896, testrun_39821166
2023-04-24 16:07:52,594 - testrun_39821166 - [INFO] - [E:11| 400]: Train Loss:0.0021812, Val MRR:0.06896, testrun_39821166
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