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Thesis/log/yago11k_both

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update viz util
2023-06-24 04:11:17 +00:00
2023-06-07 17:05:53,368 - yago11k_both - [INFO] - {'dataset': 'yago11k_both', 'name': 'yago11k_both', 'gpu': '2', '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': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False}
2023-06-07 17:06:00,180 - yago11k_both - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k_both
2023-06-07 17:07:25,478 - yago11k_both - [INFO] - [E:0| 100]: Train Loss:0.36829, Val MRR:0.0, yago11k_both
2023-06-07 17:08:50,484 - yago11k_both - [INFO] - [E:0| 200]: Train Loss:0.24104, Val MRR:0.0, yago11k_both
2023-06-07 17:10:16,621 - yago11k_both - [INFO] - [E:0| 300]: Train Loss:0.17894, Val MRR:0.0, yago11k_both
2023-06-07 17:11:41,370 - yago11k_both - [INFO] - [E:0| 400]: Train Loss:0.14244, Val MRR:0.0, yago11k_both
2023-06-07 17:13:06,583 - yago11k_both - [INFO] - [E:0| 500]: Train Loss:0.11843, Val MRR:0.0, yago11k_both
2023-06-07 17:14:31,813 - yago11k_both - [INFO] - [E:0| 600]: Train Loss:0.10144, Val MRR:0.0, yago11k_both
2023-06-07 17:14:31,814 - yago11k_both - [INFO] - [Epoch:0]: Training Loss:0.1014
2023-06-07 17:14:32,127 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 17:14:49,206 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 17:15:06,032 - yago11k_both - [INFO] - [Evaluating Epoch 0 valid]:
MRR: Tail : 0.05621, Head : 0.00092, Avg : 0.02857
2023-06-07 17:15:06,953 - yago11k_both - [INFO] - [Epoch 0]: Training Loss: 0.10144, Valid MRR: 0.02857,
2023-06-07 17:15:07,848 - yago11k_both - [INFO] - [E:1| 0]: Train Loss:0.014098, Val MRR:0.02857, yago11k_both
2023-06-07 17:16:32,695 - yago11k_both - [INFO] - [E:1| 100]: Train Loss:0.012657, Val MRR:0.02857, yago11k_both
2023-06-07 17:17:57,482 - yago11k_both - [INFO] - [E:1| 200]: Train Loss:0.011443, Val MRR:0.02857, yago11k_both
2023-06-07 17:19:23,683 - yago11k_both - [INFO] - [E:1| 300]: Train Loss:0.010472, Val MRR:0.02857, yago11k_both
2023-06-07 17:20:48,662 - yago11k_both - [INFO] - [E:1| 400]: Train Loss:0.0096771, Val MRR:0.02857, yago11k_both
2023-06-07 17:22:14,375 - yago11k_both - [INFO] - [E:1| 500]: Train Loss:0.0090146, Val MRR:0.02857, yago11k_both
2023-06-07 17:23:39,024 - yago11k_both - [INFO] - [E:1| 600]: Train Loss:0.0084551, Val MRR:0.02857, yago11k_both
2023-06-07 17:23:39,025 - yago11k_both - [INFO] - [Epoch:1]: Training Loss:0.008455
2023-06-07 17:23:39,336 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 17:23:56,377 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 17:24:13,178 - yago11k_both - [INFO] - [Evaluating Epoch 1 valid]:
MRR: Tail : 0.07203, Head : 0.00071, Avg : 0.03637
2023-06-07 17:24:14,147 - yago11k_both - [INFO] - [Epoch 1]: Training Loss: 0.0084551, Valid MRR: 0.03637,
2023-06-07 17:24:15,034 - yago11k_both - [INFO] - [E:2| 0]: Train Loss:0.0053897, Val MRR:0.03637, yago11k_both
2023-06-07 17:25:39,820 - yago11k_both - [INFO] - [E:2| 100]: Train Loss:0.0050596, Val MRR:0.03637, yago11k_both
2023-06-07 17:27:04,843 - yago11k_both - [INFO] - [E:2| 200]: Train Loss:0.0048453, Val MRR:0.03637, yago11k_both
2023-06-07 17:28:31,067 - yago11k_both - [INFO] - [E:2| 300]: Train Loss:0.0046579, Val MRR:0.03637, yago11k_both
2023-06-07 17:29:56,105 - yago11k_both - [INFO] - [E:2| 400]: Train Loss:0.0044834, Val MRR:0.03637, yago11k_both
2023-06-07 17:31:22,349 - yago11k_both - [INFO] - [E:2| 500]: Train Loss:0.0043295, Val MRR:0.03637, yago11k_both
2023-06-07 17:32:46,792 - yago11k_both - [INFO] - [E:2| 600]: Train Loss:0.0041901, Val MRR:0.03637, yago11k_both
2023-06-07 17:32:46,793 - yago11k_both - [INFO] - [Epoch:2]: Training Loss:0.00419
2023-06-07 17:32:47,104 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 17:33:04,141 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 17:33:20,952 - yago11k_both - [INFO] - [Evaluating Epoch 2 valid]:
MRR: Tail : 0.07364, Head : 0.00065, Avg : 0.03714
2023-06-07 17:33:21,929 - yago11k_both - [INFO] - [Epoch 2]: Training Loss: 0.0041901, Valid MRR: 0.03714,
2023-06-07 17:33:22,813 - yago11k_both - [INFO] - [E:3| 0]: Train Loss:0.0034169, Val MRR:0.03714, yago11k_both
2023-06-07 17:34:47,717 - yago11k_both - [INFO] - [E:3| 100]: Train Loss:0.0033231, Val MRR:0.03714, yago11k_both
2023-06-07 17:36:12,694 - yago11k_both - [INFO] - [E:3| 200]: Train Loss:0.003252, Val MRR:0.03714, yago11k_both
2023-06-07 17:37:38,869 - yago11k_both - [INFO] - [E:3| 300]: Train Loss:0.0031852, Val MRR:0.03714, yago11k_both
2023-06-07 17:39:03,657 - yago11k_both - [INFO] - [E:3| 400]: Train Loss:0.0031191, Val MRR:0.03714, yago11k_both
2023-06-07 17:40:29,830 - yago11k_both - [INFO] - [E:3| 500]: Train Loss:0.00306, Val MRR:0.03714, yago11k_both
2023-06-07 17:41:54,038 - yago11k_both - [INFO] - [E:3| 600]: Train Loss:0.0030103, Val MRR:0.03714, yago11k_both
2023-06-07 17:41:54,039 - yago11k_both - [INFO] - [Epoch:3]: Training Loss:0.00301
2023-06-07 17:41:54,354 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 17:42:11,457 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 17:42:28,229 - yago11k_both - [INFO] - [Evaluating Epoch 3 valid]:
MRR: Tail : 0.06552, Head : 0.00061, Avg : 0.03306
2023-06-07 17:42:28,229 - yago11k_both - [INFO] - [Epoch 3]: Training Loss: 0.0030103, Valid MRR: 0.03714,
2023-06-07 17:42:29,133 - yago11k_both - [INFO] - [E:4| 0]: Train Loss:0.0026698, Val MRR:0.03714, yago11k_both
2023-06-07 17:43:54,162 - yago11k_both - [INFO] - [E:4| 100]: Train Loss:0.0026825, Val MRR:0.03714, yago11k_both
2023-06-07 17:45:19,768 - yago11k_both - [INFO] - [E:4| 200]: Train Loss:0.0026365, Val MRR:0.03714, yago11k_both
2023-06-07 17:46:45,160 - yago11k_both - [INFO] - [E:4| 300]: Train Loss:0.0026079, Val MRR:0.03714, yago11k_both
2023-06-07 17:48:10,222 - yago11k_both - [INFO] - [E:4| 400]: Train Loss:0.002583, Val MRR:0.03714, yago11k_both
2023-06-07 17:49:36,475 - yago11k_both - [INFO] - [E:4| 500]: Train Loss:0.0025611, Val MRR:0.03714, yago11k_both
2023-06-07 17:51:00,665 - yago11k_both - [INFO] - [E:4| 600]: Train Loss:0.0025447, Val MRR:0.03714, yago11k_both
2023-06-07 17:51:00,665 - yago11k_both - [INFO] - [Epoch:4]: Training Loss:0.002545
2023-06-07 17:51:00,974 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 17:51:17,987 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 17:51:34,821 - yago11k_both - [INFO] - [Evaluating Epoch 4 valid]:
MRR: Tail : 0.07528, Head : 0.00075, Avg : 0.03802
2023-06-07 17:51:35,834 - yago11k_both - [INFO] - [Epoch 4]: Training Loss: 0.0025447, Valid MRR: 0.03802,
2023-06-07 17:51:36,687 - yago11k_both - [INFO] - [E:5| 0]: Train Loss:0.0023094, Val MRR:0.03802, yago11k_both
2023-06-07 17:53:01,735 - yago11k_both - [INFO] - [E:5| 100]: Train Loss:0.002405, Val MRR:0.03802, yago11k_both
2023-06-07 17:54:27,870 - yago11k_both - [INFO] - [E:5| 200]: Train Loss:0.0023851, Val MRR:0.03802, yago11k_both
2023-06-07 17:55:53,017 - yago11k_both - [INFO] - [E:5| 300]: Train Loss:0.0023725, Val MRR:0.03802, yago11k_both
2023-06-07 17:57:18,072 - yago11k_both - [INFO] - [E:5| 400]: Train Loss:0.0023596, Val MRR:0.03802, yago11k_both
2023-06-07 17:58:44,270 - yago11k_both - [INFO] - [E:5| 500]: Train Loss:0.0023456, Val MRR:0.03802, yago11k_both
2023-06-07 18:00:08,701 - yago11k_both - [INFO] - [E:5| 600]: Train Loss:0.0023323, Val MRR:0.03802, yago11k_both
2023-06-07 18:00:08,702 - yago11k_both - [INFO] - [Epoch:5]: Training Loss:0.002332
2023-06-07 18:00:09,011 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 18:00:26,044 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 18:00:42,822 - yago11k_both - [INFO] - [Evaluating Epoch 5 valid]:
MRR: Tail : 0.07903, Head : 0.00081, Avg : 0.03992
2023-06-07 18:00:43,773 - yago11k_both - [INFO] - [Epoch 5]: Training Loss: 0.0023323, Valid MRR: 0.03992,
2023-06-07 18:00:44,624 - yago11k_both - [INFO] - [E:6| 0]: Train Loss:0.0025447, Val MRR:0.03992, yago11k_both
2023-06-07 18:02:09,738 - yago11k_both - [INFO] - [E:6| 100]: Train Loss:0.0022506, Val MRR:0.03992, yago11k_both
2023-06-07 18:03:35,969 - yago11k_both - [INFO] - [E:6| 200]: Train Loss:0.0022383, Val MRR:0.03992, yago11k_both
2023-06-07 18:05:00,744 - yago11k_both - [INFO] - [E:6| 300]: Train Loss:0.0022347, Val MRR:0.03992, yago11k_both
2023-06-07 18:06:25,791 - yago11k_both - [INFO] - [E:6| 400]: Train Loss:0.0022311, Val MRR:0.03992, yago11k_both
2023-06-07 18:07:51,964 - yago11k_both - [INFO] - [E:6| 500]: Train Loss:0.0022302, Val MRR:0.03992, yago11k_both
2023-06-07 18:09:16,420 - yago11k_both - [INFO] - [E:6| 600]: Train Loss:0.0022295, Val MRR:0.03992, yago11k_both
2023-06-07 18:09:16,420 - yago11k_both - [INFO] - [Epoch:6]: Training Loss:0.00223
2023-06-07 18:09:16,734 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 18:09:33,781 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 18:09:50,549 - yago11k_both - [INFO] - [Evaluating Epoch 6 valid]:
MRR: Tail : 0.07508, Head : 0.00092, Avg : 0.038
2023-06-07 18:09:50,549 - yago11k_both - [INFO] - [Epoch 6]: Training Loss: 0.0022295, Valid MRR: 0.03992,
2023-06-07 18:09:51,417 - yago11k_both - [INFO] - [E:7| 0]: Train Loss:0.0021228, Val MRR:0.03992, yago11k_both
2023-06-07 18:11:16,438 - yago11k_both - [INFO] - [E:7| 100]: Train Loss:0.0021803, Val MRR:0.03992, yago11k_both
2023-06-07 18:12:42,658 - yago11k_both - [INFO] - [E:7| 200]: Train Loss:0.0021782, Val MRR:0.03992, yago11k_both
2023-06-07 18:14:07,675 - yago11k_both - [INFO] - [E:7| 300]: Train Loss:0.0021829, Val MRR:0.03992, yago11k_both
2023-06-07 18:15:32,751 - yago11k_both - [INFO] - [E:7| 400]: Train Loss:0.0021847, Val MRR:0.03992, yago11k_both
2023-06-07 18:16:58,903 - yago11k_both - [INFO] - [E:7| 500]: Train Loss:0.0021826, Val MRR:0.03992, yago11k_both
2023-06-07 18:18:23,360 - yago11k_both - [INFO] - [E:7| 600]: Train Loss:0.0021781, Val MRR:0.03992, yago11k_both
2023-06-07 18:18:23,360 - yago11k_both - [INFO] - [Epoch:7]: Training Loss:0.002178
2023-06-07 18:18:23,675 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 18:18:40,719 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 18:18:57,530 - yago11k_both - [INFO] - [Evaluating Epoch 7 valid]:
MRR: Tail : 0.07258, Head : 0.00096, Avg : 0.03677
2023-06-07 18:18:57,531 - yago11k_both - [INFO] - [Epoch 7]: Training Loss: 0.0021781, Valid MRR: 0.03992,
2023-06-07 18:18:58,421 - yago11k_both - [INFO] - [E:8| 0]: Train Loss:0.0022541, Val MRR:0.03992, yago11k_both
2023-06-07 18:20:23,288 - yago11k_both - [INFO] - [E:8| 100]: Train Loss:0.0021498, Val MRR:0.03992, yago11k_both
2023-06-07 18:21:49,572 - yago11k_both - [INFO] - [E:8| 200]: Train Loss:0.0021634, Val MRR:0.03992, yago11k_both
2023-06-07 18:23:14,342 - yago11k_both - [INFO] - [E:8| 300]: Train Loss:0.002157, Val MRR:0.03992, yago11k_both
2023-06-07 18:24:39,893 - yago11k_both - [INFO] - [E:8| 400]: Train Loss:0.0021542, Val MRR:0.03992, yago11k_both
2023-06-07 18:26:05,366 - yago11k_both - [INFO] - [E:8| 500]: Train Loss:0.0021538, Val MRR:0.03992, yago11k_both
2023-06-07 18:27:29,851 - yago11k_both - [INFO] - [E:8| 600]: Train Loss:0.0021537, Val MRR:0.03992, yago11k_both
2023-06-07 18:27:29,852 - yago11k_both - [INFO] - [Epoch:8]: Training Loss:0.002154
2023-06-07 18:27:30,168 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 18:27:47,196 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 18:28:04,026 - yago11k_both - [INFO] - [Evaluating Epoch 8 valid]:
MRR: Tail : 0.08409, Head : 0.00115, Avg : 0.04262
2023-06-07 18:28:04,977 - yago11k_both - [INFO] - [Epoch 8]: Training Loss: 0.0021537, Valid MRR: 0.04262,
2023-06-07 18:28:05,840 - yago11k_both - [INFO] - [E:9| 0]: Train Loss:0.0021061, Val MRR:0.04262, yago11k_both
2023-06-07 18:29:30,650 - yago11k_both - [INFO] - [E:9| 100]: Train Loss:0.0021548, Val MRR:0.04262, yago11k_both
2023-06-07 18:30:56,772 - yago11k_both - [INFO] - [E:9| 200]: Train Loss:0.0021475, Val MRR:0.04262, yago11k_both
2023-06-07 18:32:21,749 - yago11k_both - [INFO] - [E:9| 300]: Train Loss:0.0021463, Val MRR:0.04262, yago11k_both
2023-06-07 18:33:47,742 - yago11k_both - [INFO] - [E:9| 400]: Train Loss:0.0021434, Val MRR:0.04262, yago11k_both
2023-06-07 18:35:12,997 - yago11k_both - [INFO] - [E:9| 500]: Train Loss:0.0021417, Val MRR:0.04262, yago11k_both
2023-06-07 18:36:37,487 - yago11k_both - [INFO] - [E:9| 600]: Train Loss:0.0021408, Val MRR:0.04262, yago11k_both
2023-06-07 18:36:37,487 - yago11k_both - [INFO] - [Epoch:9]: Training Loss:0.002141
2023-06-07 18:36:37,797 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 18:36:54,812 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 18:37:11,585 - yago11k_both - [INFO] - [Evaluating Epoch 9 valid]:
MRR: Tail : 0.09668, Head : 0.00141, Avg : 0.04905
MR: Tail : 2236.6, Head : 3426.5, Avg : 2831.5
Hit-1: Tail : 0.05765, Head : 0.0, Avg : 0.02883
Hit-3: Tail : 0.09489, Head : 0.0, Avg : 0.04744
Hit-10: Tail : 0.17644, Head : 0.0, Avg : 0.08822
2023-06-07 18:37:12,541 - yago11k_both - [INFO] - [Epoch 9]: Training Loss: 0.0021408, Valid MRR: 0.04905,
2023-06-07 18:37:13,394 - yago11k_both - [INFO] - [E:10| 0]: Train Loss:0.0020497, Val MRR:0.04905, yago11k_both
2023-06-07 18:38:38,404 - yago11k_both - [INFO] - [E:10| 100]: Train Loss:0.0021407, Val MRR:0.04905, yago11k_both
2023-06-07 18:40:04,594 - yago11k_both - [INFO] - [E:10| 200]: Train Loss:0.0021328, Val MRR:0.04905, yago11k_both
2023-06-07 18:41:29,663 - yago11k_both - [INFO] - [E:10| 300]: Train Loss:0.0021293, Val MRR:0.04905, yago11k_both
2023-06-07 18:42:55,865 - yago11k_both - [INFO] - [E:10| 400]: Train Loss:0.0021279, Val MRR:0.04905, yago11k_both
2023-06-07 18:44:20,904 - yago11k_both - [INFO] - [E:10| 500]: Train Loss:0.0021285, Val MRR:0.04905, yago11k_both
2023-06-07 18:45:45,439 - yago11k_both - [INFO] - [E:10| 600]: Train Loss:0.0021274, Val MRR:0.04905, yago11k_both
2023-06-07 18:45:45,440 - yago11k_both - [INFO] - [Epoch:10]: Training Loss:0.002127
2023-06-07 18:45:45,753 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 18:46:02,789 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 18:46:19,621 - yago11k_both - [INFO] - [Evaluating Epoch 10 valid]:
MRR: Tail : 0.11586, Head : 0.00281, Avg : 0.05934
2023-06-07 18:46:20,613 - yago11k_both - [INFO] - [Epoch 10]: Training Loss: 0.0021274, Valid MRR: 0.05934,
2023-06-07 18:46:21,485 - yago11k_both - [INFO] - [E:11| 0]: Train Loss:0.0021802, Val MRR:0.05934, yago11k_both
2023-06-07 18:47:46,432 - yago11k_both - [INFO] - [E:11| 100]: Train Loss:0.0021032, Val MRR:0.05934, yago11k_both
2023-06-07 18:49:12,406 - yago11k_both - [INFO] - [E:11| 200]: Train Loss:0.0021092, Val MRR:0.05934, yago11k_both
2023-06-07 18:50:37,280 - yago11k_both - [INFO] - [E:11| 300]: Train Loss:0.0021084, Val MRR:0.05934, yago11k_both
2023-06-07 18:52:03,511 - yago11k_both - [INFO] - [E:11| 400]: Train Loss:0.0021039, Val MRR:0.05934, yago11k_both
2023-06-07 18:53:28,572 - yago11k_both - [INFO] - [E:11| 500]: Train Loss:0.0020986, Val MRR:0.05934, yago11k_both
2023-06-07 18:54:52,925 - yago11k_both - [INFO] - [E:11| 600]: Train Loss:0.0020981, Val MRR:0.05934, yago11k_both
2023-06-07 18:54:52,926 - yago11k_both - [INFO] - [Epoch:11]: Training Loss:0.002098
2023-06-07 18:54:53,235 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 18:55:10,361 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 18:55:33,153 - yago11k_both - [INFO] - [Evaluating Epoch 11 valid]:
MRR: Tail : 0.12964, Head : 0.00329, Avg : 0.06647
2023-06-07 18:55:34,294 - yago11k_both - [INFO] - [Epoch 11]: Training Loss: 0.0020981, Valid MRR: 0.06647,
2023-06-07 18:55:35,684 - yago11k_both - [INFO] - [E:12| 0]: Train Loss:0.0019769, Val MRR:0.06647, yago11k_both
2023-06-07 18:57:11,309 - yago11k_both - [INFO] - [E:12| 100]: Train Loss:0.0020848, Val MRR:0.06647, yago11k_both
2023-06-07 18:58:37,400 - yago11k_both - [INFO] - [E:12| 200]: Train Loss:0.0020907, Val MRR:0.06647, yago11k_both
2023-06-07 19:00:02,202 - yago11k_both - [INFO] - [E:12| 300]: Train Loss:0.0020877, Val MRR:0.06647, yago11k_both
2023-06-07 19:01:28,504 - yago11k_both - [INFO] - [E:12| 400]: Train Loss:0.0020815, Val MRR:0.06647, yago11k_both
2023-06-07 19:02:53,596 - yago11k_both - [INFO] - [E:12| 500]: Train Loss:0.0020756, Val MRR:0.06647, yago11k_both
2023-06-07 19:04:18,106 - yago11k_both - [INFO] - [E:12| 600]: Train Loss:0.0020709, Val MRR:0.06647, yago11k_both
2023-06-07 19:04:18,106 - yago11k_both - [INFO] - [Epoch:12]: Training Loss:0.002071
2023-06-07 19:04:18,379 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 19:04:35,332 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 19:04:52,202 - yago11k_both - [INFO] - [Evaluating Epoch 12 valid]:
MRR: Tail : 0.13661, Head : 0.00381, Avg : 0.07021
2023-06-07 19:04:53,158 - yago11k_both - [INFO] - [Epoch 12]: Training Loss: 0.0020709, Valid MRR: 0.07021,
2023-06-07 19:04:54,009 - yago11k_both - [INFO] - [E:13| 0]: Train Loss:0.0019609, Val MRR:0.07021, yago11k_both
2023-06-07 19:06:20,170 - yago11k_both - [INFO] - [E:13| 100]: Train Loss:0.0020649, Val MRR:0.07021, yago11k_both
2023-06-07 19:07:45,224 - yago11k_both - [INFO] - [E:13| 200]: Train Loss:0.0020542, Val MRR:0.07021, yago11k_both
2023-06-07 19:09:10,291 - yago11k_both - [INFO] - [E:13| 300]: Train Loss:0.0020535, Val MRR:0.07021, yago11k_both
2023-06-07 19:10:36,475 - yago11k_both - [INFO] - [E:13| 400]: Train Loss:0.0020522, Val MRR:0.07021, yago11k_both
2023-06-07 19:12:01,555 - yago11k_both - [INFO] - [E:13| 500]: Train Loss:0.0020507, Val MRR:0.07021, yago11k_both
2023-06-07 19:13:26,448 - yago11k_both - [INFO] - [E:13| 600]: Train Loss:0.0020487, Val MRR:0.07021, yago11k_both
2023-06-07 19:13:26,449 - yago11k_both - [INFO] - [Epoch:13]: Training Loss:0.002049
2023-06-07 19:13:26,722 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 19:13:43,127 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 19:13:59,919 - yago11k_both - [INFO] - [Evaluating Epoch 13 valid]:
MRR: Tail : 0.15179, Head : 0.00401, Avg : 0.0779
2023-06-07 19:14:00,928 - yago11k_both - [INFO] - [Epoch 13]: Training Loss: 0.0020487, Valid MRR: 0.0779,
2023-06-07 19:14:01,820 - yago11k_both - [INFO] - [E:14| 0]: Train Loss:0.0021393, Val MRR:0.0779, yago11k_both
2023-06-07 19:15:28,060 - yago11k_both - [INFO] - [E:14| 100]: Train Loss:0.0020289, Val MRR:0.0779, yago11k_both
2023-06-07 19:16:53,079 - yago11k_both - [INFO] - [E:14| 200]: Train Loss:0.0020338, Val MRR:0.0779, yago11k_both
2023-06-07 19:18:18,202 - yago11k_both - [INFO] - [E:14| 300]: Train Loss:0.0020335, Val MRR:0.0779, yago11k_both
2023-06-07 19:19:44,375 - yago11k_both - [INFO] - [E:14| 400]: Train Loss:0.002032, Val MRR:0.0779, yago11k_both
2023-06-07 19:21:09,415 - yago11k_both - [INFO] - [E:14| 500]: Train Loss:0.0020268, Val MRR:0.0779, yago11k_both
2023-06-07 19:22:34,693 - yago11k_both - [INFO] - [E:14| 600]: Train Loss:0.0020298, Val MRR:0.0779, yago11k_both
2023-06-07 19:22:34,694 - yago11k_both - [INFO] - [Epoch:14]: Training Loss:0.00203
2023-06-07 19:22:34,967 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 19:22:50,861 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 19:23:07,703 - yago11k_both - [INFO] - [Evaluating Epoch 14 valid]:
MRR: Tail : 0.15848, Head : 0.00509, Avg : 0.08179
2023-06-07 19:23:08,667 - yago11k_both - [INFO] - [Epoch 14]: Training Loss: 0.0020298, Valid MRR: 0.08179,
2023-06-07 19:23:09,528 - yago11k_both - [INFO] - [E:15| 0]: Train Loss:0.0019829, Val MRR:0.08179, yago11k_both
2023-06-07 19:24:35,742 - yago11k_both - [INFO] - [E:15| 100]: Train Loss:0.0020135, Val MRR:0.08179, yago11k_both
2023-06-07 19:26:00,721 - yago11k_both - [INFO] - [E:15| 200]: Train Loss:0.0020075, Val MRR:0.08179, yago11k_both
2023-06-07 19:27:25,845 - yago11k_both - [INFO] - [E:15| 300]: Train Loss:0.0020119, Val MRR:0.08179, yago11k_both
2023-06-07 19:28:52,023 - yago11k_both - [INFO] - [E:15| 400]: Train Loss:0.00201, Val MRR:0.08179, yago11k_both
2023-06-07 19:30:17,072 - yago11k_both - [INFO] - [E:15| 500]: Train Loss:0.0020078, Val MRR:0.08179, yago11k_both
2023-06-07 19:31:42,709 - yago11k_both - [INFO] - [E:15| 600]: Train Loss:0.0020085, Val MRR:0.08179, yago11k_both
2023-06-07 19:31:42,710 - yago11k_both - [INFO] - [Epoch:15]: Training Loss:0.002009
2023-06-07 19:31:43,020 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 19:31:58,539 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 19:32:15,328 - yago11k_both - [INFO] - [Evaluating Epoch 15 valid]:
MRR: Tail : 0.17517, Head : 0.00815, Avg : 0.09166
2023-06-07 19:32:16,337 - yago11k_both - [INFO] - [Epoch 15]: Training Loss: 0.0020085, Valid MRR: 0.09166,
2023-06-07 19:32:17,193 - yago11k_both - [INFO] - [E:16| 0]: Train Loss:0.0020151, Val MRR:0.09166, yago11k_both
2023-06-07 19:33:43,440 - yago11k_both - [INFO] - [E:16| 100]: Train Loss:0.0019851, Val MRR:0.09166, yago11k_both
2023-06-07 19:35:41,347 - yago11k_both - [INFO] - [E:16| 200]: Train Loss:0.0019912, Val MRR:0.09166, yago11k_both
2023-06-07 19:38:04,293 - yago11k_both - [INFO] - [E:16| 300]: Train Loss:0.0019926, Val MRR:0.09166, yago11k_both
2023-06-07 19:40:27,861 - yago11k_both - [INFO] - [E:16| 400]: Train Loss:0.0019889, Val MRR:0.09166, yago11k_both
2023-06-07 19:42:48,692 - yago11k_both - [INFO] - [E:16| 500]: Train Loss:0.0019895, Val MRR:0.09166, yago11k_both
2023-06-07 19:45:10,373 - yago11k_both - [INFO] - [E:16| 600]: Train Loss:0.0019866, Val MRR:0.09166, yago11k_both
2023-06-07 19:45:10,373 - yago11k_both - [INFO] - [Epoch:16]: Training Loss:0.001987
2023-06-07 19:45:10,912 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 19:45:39,522 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 19:46:06,598 - yago11k_both - [INFO] - [Evaluating Epoch 16 valid]:
MRR: Tail : 0.17687, Head : 0.00941, Avg : 0.09314
2023-06-07 19:46:07,778 - yago11k_both - [INFO] - [Epoch 16]: Training Loss: 0.0019866, Valid MRR: 0.09314,
2023-06-07 19:46:09,134 - yago11k_both - [INFO] - [E:17| 0]: Train Loss:0.0019333, Val MRR:0.09314, yago11k_both
2023-06-07 19:48:31,129 - yago11k_both - [INFO] - [E:17| 100]: Train Loss:0.0019763, Val MRR:0.09314, yago11k_both
2023-06-07 19:50:51,463 - yago11k_both - [INFO] - [E:17| 200]: Train Loss:0.0019642, Val MRR:0.09314, yago11k_both
2023-06-07 19:53:13,979 - yago11k_both - [INFO] - [E:17| 300]: Train Loss:0.0019694, Val MRR:0.09314, yago11k_both
2023-06-07 19:55:34,558 - yago11k_both - [INFO] - [E:17| 400]: Train Loss:0.0019709, Val MRR:0.09314, yago11k_both
2023-06-07 19:57:56,722 - yago11k_both - [INFO] - [E:17| 500]: Train Loss:0.0019665, Val MRR:0.09314, yago11k_both
2023-06-07 20:00:16,850 - yago11k_both - [INFO] - [E:17| 600]: Train Loss:0.0019626, Val MRR:0.09314, yago11k_both
2023-06-07 20:00:16,850 - yago11k_both - [INFO] - [Epoch:17]: Training Loss:0.001963
2023-06-07 20:00:17,343 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 20:00:45,889 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 20:01:14,037 - yago11k_both - [INFO] - [Evaluating Epoch 17 valid]:
MRR: Tail : 0.18024, Head : 0.01324, Avg : 0.09674
2023-06-07 20:01:15,177 - yago11k_both - [INFO] - [Epoch 17]: Training Loss: 0.0019626, Valid MRR: 0.09674,
2023-06-07 20:01:16,607 - yago11k_both - [INFO] - [E:18| 0]: Train Loss:0.0019648, Val MRR:0.09674, yago11k_both
2023-06-07 20:03:36,963 - yago11k_both - [INFO] - [E:18| 100]: Train Loss:0.0019498, Val MRR:0.09674, yago11k_both
2023-06-07 20:05:59,746 - yago11k_both - [INFO] - [E:18| 200]: Train Loss:0.0019508, Val MRR:0.09674, yago11k_both
2023-06-07 20:08:20,290 - yago11k_both - [INFO] - [E:18| 300]: Train Loss:0.0019502, Val MRR:0.09674, yago11k_both
2023-06-07 20:10:40,579 - yago11k_both - [INFO] - [E:18| 400]: Train Loss:0.0019477, Val MRR:0.09674, yago11k_both
2023-06-07 20:13:03,186 - yago11k_both - [INFO] - [E:18| 500]: Train Loss:0.0019409, Val MRR:0.09674, yago11k_both
2023-06-07 20:15:22,651 - yago11k_both - [INFO] - [E:18| 600]: Train Loss:0.0019391, Val MRR:0.09674, yago11k_both
2023-06-07 20:15:22,652 - yago11k_both - [INFO] - [Epoch:18]: Training Loss:0.001939
2023-06-07 20:15:23,133 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 20:15:51,667 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 20:16:19,615 - yago11k_both - [INFO] - [Evaluating Epoch 18 valid]:
MRR: Tail : 0.18341, Head : 0.01697, Avg : 0.10019
2023-06-07 20:16:20,715 - yago11k_both - [INFO] - [Epoch 18]: Training Loss: 0.0019391, Valid MRR: 0.10019,
2023-06-07 20:16:22,133 - yago11k_both - [INFO] - [E:19| 0]: Train Loss:0.0020229, Val MRR:0.10019, yago11k_both
2023-06-07 20:18:42,733 - yago11k_both - [INFO] - [E:19| 100]: Train Loss:0.001928, Val MRR:0.10019, yago11k_both
2023-06-07 20:21:05,062 - yago11k_both - [INFO] - [E:19| 200]: Train Loss:0.001927, Val MRR:0.10019, yago11k_both
2023-06-07 20:23:25,756 - yago11k_both - [INFO] - [E:19| 300]: Train Loss:0.0019232, Val MRR:0.10019, yago11k_both
2023-06-07 20:25:48,070 - yago11k_both - [INFO] - [E:19| 400]: Train Loss:0.0019186, Val MRR:0.10019, yago11k_both
2023-06-07 20:28:08,370 - yago11k_both - [INFO] - [E:19| 500]: Train Loss:0.0019161, Val MRR:0.10019, yago11k_both
2023-06-07 20:30:29,667 - yago11k_both - [INFO] - [E:19| 600]: Train Loss:0.0019145, Val MRR:0.10019, yago11k_both
2023-06-07 20:30:29,667 - yago11k_both - [INFO] - [Epoch:19]: Training Loss:0.001915
2023-06-07 20:30:30,148 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 20:30:56,861 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 20:31:25,044 - yago11k_both - [INFO] - [Evaluating Epoch 19 valid]:
MRR: Tail : 0.18232, Head : 0.0214, Avg : 0.10186
MR: Tail : 583.17, Head : 1120.8, Avg : 851.96
Hit-1: Tail : 0.11517, Head : 0.00528, Avg : 0.06023
Hit-3: Tail : 0.19366, Head : 0.01292, Avg : 0.10329
Hit-10: Tail : 0.31412, Head : 0.04418, Avg : 0.17915
2023-06-07 20:31:26,236 - yago11k_both - [INFO] - [Epoch 19]: Training Loss: 0.0019145, Valid MRR: 0.10186,
2023-06-07 20:31:27,693 - yago11k_both - [INFO] - [E:20| 0]: Train Loss:0.0018055, Val MRR:0.10186, yago11k_both
2023-06-07 20:33:49,948 - yago11k_both - [INFO] - [E:20| 100]: Train Loss:0.0018947, Val MRR:0.10186, yago11k_both
2023-06-07 20:36:10,687 - yago11k_both - [INFO] - [E:20| 200]: Train Loss:0.0018972, Val MRR:0.10186, yago11k_both
2023-06-07 20:38:32,487 - yago11k_both - [INFO] - [E:20| 300]: Train Loss:0.0018955, Val MRR:0.10186, yago11k_both
2023-06-07 20:40:53,370 - yago11k_both - [INFO] - [E:20| 400]: Train Loss:0.0018928, Val MRR:0.10186, yago11k_both
2023-06-07 20:43:14,149 - yago11k_both - [INFO] - [E:20| 500]: Train Loss:0.0018887, Val MRR:0.10186, yago11k_both
2023-06-07 20:45:35,210 - yago11k_both - [INFO] - [E:20| 600]: Train Loss:0.0018885, Val MRR:0.10186, yago11k_both
2023-06-07 20:45:35,210 - yago11k_both - [INFO] - [Epoch:20]: Training Loss:0.001889
2023-06-07 20:45:35,730 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 20:46:04,274 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 20:46:32,411 - yago11k_both - [INFO] - [Evaluating Epoch 20 valid]:
MRR: Tail : 0.18755, Head : 0.02308, Avg : 0.10531
2023-06-07 20:46:33,601 - yago11k_both - [INFO] - [Epoch 20]: Training Loss: 0.0018885, Valid MRR: 0.10531,
2023-06-07 20:46:35,015 - yago11k_both - [INFO] - [E:21| 0]: Train Loss:0.0018059, Val MRR:0.10531, yago11k_both
2023-06-07 20:48:55,554 - yago11k_both - [INFO] - [E:21| 100]: Train Loss:0.0018555, Val MRR:0.10531, yago11k_both
2023-06-07 20:51:16,102 - yago11k_both - [INFO] - [E:21| 200]: Train Loss:0.0018627, Val MRR:0.10531, yago11k_both
2023-06-07 20:53:38,236 - yago11k_both - [INFO] - [E:21| 300]: Train Loss:0.0018617, Val MRR:0.10531, yago11k_both
2023-06-07 20:55:58,806 - yago11k_both - [INFO] - [E:21| 400]: Train Loss:0.0018609, Val MRR:0.10531, yago11k_both
2023-06-07 20:58:21,341 - yago11k_both - [INFO] - [E:21| 500]: Train Loss:0.0018628, Val MRR:0.10531, yago11k_both
2023-06-07 21:00:40,973 - yago11k_both - [INFO] - [E:21| 600]: Train Loss:0.001863, Val MRR:0.10531, yago11k_both
2023-06-07 21:00:40,973 - yago11k_both - [INFO] - [Epoch:21]: Training Loss:0.001863
2023-06-07 21:00:41,493 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 21:01:10,008 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 21:01:38,199 - yago11k_both - [INFO] - [Evaluating Epoch 21 valid]:
MRR: Tail : 0.18825, Head : 0.02455, Avg : 0.1064
2023-06-07 21:01:39,495 - yago11k_both - [INFO] - [Epoch 21]: Training Loss: 0.001863, Valid MRR: 0.1064,
2023-06-07 21:01:40,902 - yago11k_both - [INFO] - [E:22| 0]: Train Loss:0.001819, Val MRR:0.1064, yago11k_both
2023-06-07 21:04:00,877 - yago11k_both - [INFO] - [E:22| 100]: Train Loss:0.0018519, Val MRR:0.1064, yago11k_both
2023-06-07 21:06:23,327 - yago11k_both - [INFO] - [E:22| 200]: Train Loss:0.0018454, Val MRR:0.1064, yago11k_both
2023-06-07 21:08:43,942 - yago11k_both - [INFO] - [E:22| 300]: Train Loss:0.0018433, Val MRR:0.1064, yago11k_both
2023-06-07 21:10:56,835 - yago11k_both - [INFO] - [E:22| 400]: Train Loss:0.0018405, Val MRR:0.1064, yago11k_both
2023-06-07 21:13:01,039 - yago11k_both - [INFO] - [E:22| 500]: Train Loss:0.00184, Val MRR:0.1064, yago11k_both
2023-06-07 21:15:03,744 - yago11k_both - [INFO] - [E:22| 600]: Train Loss:0.0018382, Val MRR:0.1064, yago11k_both
2023-06-07 21:15:03,745 - yago11k_both - [INFO] - [Epoch:22]: Training Loss:0.001838
2023-06-07 21:15:04,162 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 21:15:28,930 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 21:15:53,644 - yago11k_both - [INFO] - [Evaluating Epoch 22 valid]:
MRR: Tail : 0.18878, Head : 0.03076, Avg : 0.10977
2023-06-07 21:15:54,725 - yago11k_both - [INFO] - [Epoch 22]: Training Loss: 0.0018382, Valid MRR: 0.10977,
2023-06-07 21:15:55,979 - yago11k_both - [INFO] - [E:23| 0]: Train Loss:0.0018549, Val MRR:0.10977, yago11k_both
2023-06-07 21:18:00,062 - yago11k_both - [INFO] - [E:23| 100]: Train Loss:0.0018154, Val MRR:0.10977, yago11k_both
2023-06-07 21:20:19,872 - yago11k_both - [INFO] - [E:23| 200]: Train Loss:0.001815, Val MRR:0.10977, yago11k_both
2023-06-07 21:22:40,369 - yago11k_both - [INFO] - [E:23| 300]: Train Loss:0.0018131, Val MRR:0.10977, yago11k_both
2023-06-07 21:25:02,478 - yago11k_both - [INFO] - [E:23| 400]: Train Loss:0.0018163, Val MRR:0.10977, yago11k_both
2023-06-07 21:27:22,926 - yago11k_both - [INFO] - [E:23| 500]: Train Loss:0.0018139, Val MRR:0.10977, yago11k_both
2023-06-07 21:29:43,912 - yago11k_both - [INFO] - [E:23| 600]: Train Loss:0.0018126, Val MRR:0.10977, yago11k_both
2023-06-07 21:29:43,912 - yago11k_both - [INFO] - [Epoch:23]: Training Loss:0.001813
2023-06-07 21:29:44,405 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 21:30:11,340 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 21:30:39,308 - yago11k_both - [INFO] - [Evaluating Epoch 23 valid]:
MRR: Tail : 0.18, Head : 0.03602, Avg : 0.10801
2023-06-07 21:30:39,308 - yago11k_both - [INFO] - [Epoch 23]: Training Loss: 0.0018126, Valid MRR: 0.10977,
2023-06-07 21:30:40,724 - yago11k_both - [INFO] - [E:24| 0]: Train Loss:0.0018262, Val MRR:0.10977, yago11k_both
2023-06-07 21:33:02,802 - yago11k_both - [INFO] - [E:24| 100]: Train Loss:0.0018016, Val MRR:0.10977, yago11k_both
2023-06-07 21:35:23,365 - yago11k_both - [INFO] - [E:24| 200]: Train Loss:0.0017946, Val MRR:0.10977, yago11k_both
2023-06-07 21:37:45,692 - yago11k_both - [INFO] - [E:24| 300]: Train Loss:0.0017923, Val MRR:0.10977, yago11k_both
2023-06-07 21:40:06,264 - yago11k_both - [INFO] - [E:24| 400]: Train Loss:0.0017917, Val MRR:0.10977, yago11k_both
2023-06-07 21:42:28,283 - yago11k_both - [INFO] - [E:24| 500]: Train Loss:0.0017908, Val MRR:0.10977, yago11k_both
2023-06-07 21:44:51,550 - yago11k_both - [INFO] - [E:24| 600]: Train Loss:0.0017877, Val MRR:0.10977, yago11k_both
2023-06-07 21:44:51,550 - yago11k_both - [INFO] - [Epoch:24]: Training Loss:0.001788
2023-06-07 21:44:52,044 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 21:45:20,927 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 21:45:49,034 - yago11k_both - [INFO] - [Evaluating Epoch 24 valid]:
MRR: Tail : 0.17812, Head : 0.0392, Avg : 0.10866
2023-06-07 21:45:49,034 - yago11k_both - [INFO] - [Epoch 24]: Training Loss: 0.0017877, Valid MRR: 0.10977,
2023-06-07 21:45:50,372 - yago11k_both - [INFO] - [E:25| 0]: Train Loss:0.0018176, Val MRR:0.10977, yago11k_both
2023-06-07 21:48:12,856 - yago11k_both - [INFO] - [E:25| 100]: Train Loss:0.0017644, Val MRR:0.10977, yago11k_both
2023-06-07 21:50:34,569 - yago11k_both - [INFO] - [E:25| 200]: Train Loss:0.0017726, Val MRR:0.10977, yago11k_both
2023-06-07 21:52:58,769 - yago11k_both - [INFO] - [E:25| 300]: Train Loss:0.001769, Val MRR:0.10977, yago11k_both
2023-06-07 21:55:20,953 - yago11k_both - [INFO] - [E:25| 400]: Train Loss:0.0017672, Val MRR:0.10977, yago11k_both
2023-06-07 21:57:45,083 - yago11k_both - [INFO] - [E:25| 500]: Train Loss:0.0017617, Val MRR:0.10977, yago11k_both
2023-06-07 22:00:06,174 - yago11k_both - [INFO] - [E:25| 600]: Train Loss:0.0017605, Val MRR:0.10977, yago11k_both
2023-06-07 22:00:06,174 - yago11k_both - [INFO] - [Epoch:25]: Training Loss:0.001761
2023-06-07 22:00:06,704 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 22:00:35,608 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 22:01:04,054 - yago11k_both - [INFO] - [Evaluating Epoch 25 valid]:
MRR: Tail : 0.19042, Head : 0.04369, Avg : 0.11706
2023-06-07 22:01:05,191 - yago11k_both - [INFO] - [Epoch 25]: Training Loss: 0.0017605, Valid MRR: 0.11706,
2023-06-07 22:01:06,615 - yago11k_both - [INFO] - [E:26| 0]: Train Loss:0.0016713, Val MRR:0.11706, yago11k_both
2023-06-07 22:03:28,612 - yago11k_both - [INFO] - [E:26| 100]: Train Loss:0.0017438, Val MRR:0.11706, yago11k_both
2023-06-07 22:05:51,628 - yago11k_both - [INFO] - [E:26| 200]: Train Loss:0.0017417, Val MRR:0.11706, yago11k_both
2023-06-07 22:08:14,531 - yago11k_both - [INFO] - [E:26| 300]: Train Loss:0.0017424, Val MRR:0.11706, yago11k_both
2023-06-07 22:10:37,004 - yago11k_both - [INFO] - [E:26| 400]: Train Loss:0.0017401, Val MRR:0.11706, yago11k_both
2023-06-07 22:13:00,950 - yago11k_both - [INFO] - [E:26| 500]: Train Loss:0.0017365, Val MRR:0.11706, yago11k_both
2023-06-07 22:15:22,122 - yago11k_both - [INFO] - [E:26| 600]: Train Loss:0.0017351, Val MRR:0.11706, yago11k_both
2023-06-07 22:15:22,123 - yago11k_both - [INFO] - [Epoch:26]: Training Loss:0.001735
2023-06-07 22:15:22,647 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 22:15:51,504 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 22:16:19,925 - yago11k_both - [INFO] - [Evaluating Epoch 26 valid]:
MRR: Tail : 0.20449, Head : 0.0497, Avg : 0.12709
2023-06-07 22:16:21,216 - yago11k_both - [INFO] - [Epoch 26]: Training Loss: 0.0017351, Valid MRR: 0.12709,
2023-06-07 22:16:22,712 - yago11k_both - [INFO] - [E:27| 0]: Train Loss:0.0017051, Val MRR:0.12709, yago11k_both
2023-06-07 22:18:44,802 - yago11k_both - [INFO] - [E:27| 100]: Train Loss:0.0017154, Val MRR:0.12709, yago11k_both
2023-06-07 22:21:08,916 - yago11k_both - [INFO] - [E:27| 200]: Train Loss:0.0017132, Val MRR:0.12709, yago11k_both
2023-06-07 22:23:31,090 - yago11k_both - [INFO] - [E:27| 300]: Train Loss:0.0017163, Val MRR:0.12709, yago11k_both
2023-06-07 22:25:53,774 - yago11k_both - [INFO] - [E:27| 400]: Train Loss:0.0017129, Val MRR:0.12709, yago11k_both
2023-06-07 22:28:17,430 - yago11k_both - [INFO] - [E:27| 500]: Train Loss:0.0017112, Val MRR:0.12709, yago11k_both
2023-06-07 22:30:38,527 - yago11k_both - [INFO] - [E:27| 600]: Train Loss:0.0017109, Val MRR:0.12709, yago11k_both
2023-06-07 22:30:38,528 - yago11k_both - [INFO] - [Epoch:27]: Training Loss:0.001711
2023-06-07 22:30:38,992 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 22:31:08,031 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 22:31:36,456 - yago11k_both - [INFO] - [Evaluating Epoch 27 valid]:
MRR: Tail : 0.19792, Head : 0.05361, Avg : 0.12577
2023-06-07 22:31:36,457 - yago11k_both - [INFO] - [Epoch 27]: Training Loss: 0.0017109, Valid MRR: 0.12709,
2023-06-07 22:31:37,933 - yago11k_both - [INFO] - [E:28| 0]: Train Loss:0.0016293, Val MRR:0.12709, yago11k_both
2023-06-07 22:34:00,156 - yago11k_both - [INFO] - [E:28| 100]: Train Loss:0.0016881, Val MRR:0.12709, yago11k_both
2023-06-07 22:36:23,948 - yago11k_both - [INFO] - [E:28| 200]: Train Loss:0.0016874, Val MRR:0.12709, yago11k_both
2023-06-07 22:38:46,117 - yago11k_both - [INFO] - [E:28| 300]: Train Loss:0.0016872, Val MRR:0.12709, yago11k_both
2023-06-07 22:41:10,332 - yago11k_both - [INFO] - [E:28| 400]: Train Loss:0.0016894, Val MRR:0.12709, yago11k_both
2023-06-07 22:43:32,652 - yago11k_both - [INFO] - [E:28| 500]: Train Loss:0.0016875, Val MRR:0.12709, yago11k_both
2023-06-07 22:45:54,081 - yago11k_both - [INFO] - [E:28| 600]: Train Loss:0.001686, Val MRR:0.12709, yago11k_both
2023-06-07 22:45:54,081 - yago11k_both - [INFO] - [Epoch:28]: Training Loss:0.001686
2023-06-07 22:45:54,566 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 22:46:23,250 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 22:46:51,658 - yago11k_both - [INFO] - [Evaluating Epoch 28 valid]:
MRR: Tail : 0.2142, Head : 0.06249, Avg : 0.13835
2023-06-07 22:46:52,784 - yago11k_both - [INFO] - [Epoch 28]: Training Loss: 0.001686, Valid MRR: 0.13835,
2023-06-07 22:46:54,243 - yago11k_both - [INFO] - [E:29| 0]: Train Loss:0.0016233, Val MRR:0.13835, yago11k_both
2023-06-07 22:49:18,038 - yago11k_both - [INFO] - [E:29| 100]: Train Loss:0.0016722, Val MRR:0.13835, yago11k_both
2023-06-07 22:51:39,985 - yago11k_both - [INFO] - [E:29| 200]: Train Loss:0.0016688, Val MRR:0.13835, yago11k_both
2023-06-07 22:54:01,132 - yago11k_both - [INFO] - [E:29| 300]: Train Loss:0.0016656, Val MRR:0.13835, yago11k_both
2023-06-07 22:56:06,637 - yago11k_both - [INFO] - [E:29| 400]: Train Loss:0.0016651, Val MRR:0.13835, yago11k_both
2023-06-07 22:58:10,478 - yago11k_both - [INFO] - [E:29| 500]: Train Loss:0.001665, Val MRR:0.13835, yago11k_both
2023-06-07 23:00:14,970 - yago11k_both - [INFO] - [E:29| 600]: Train Loss:0.0016629, Val MRR:0.13835, yago11k_both
2023-06-07 23:00:14,970 - yago11k_both - [INFO] - [Epoch:29]: Training Loss:0.001663
2023-06-07 23:00:15,417 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 23:00:38,810 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 23:01:03,327 - yago11k_both - [INFO] - [Evaluating Epoch 29 valid]:
MRR: Tail : 0.22043, Head : 0.07447, Avg : 0.14745
MR: Tail : 206.62, Head : 653.85, Avg : 430.23
Hit-1: Tail : 0.11864, Head : 0.02667, Avg : 0.07266
Hit-3: Tail : 0.25299, Head : 0.06891, Avg : 0.16095
Hit-10: Tail : 0.41901, Head : 0.16421, Avg : 0.29161
2023-06-07 23:01:04,443 - yago11k_both - [INFO] - [Epoch 29]: Training Loss: 0.0016629, Valid MRR: 0.14745,
2023-06-07 23:01:05,678 - yago11k_both - [INFO] - [E:30| 0]: Train Loss:0.0016335, Val MRR:0.14745, yago11k_both
2023-06-07 23:03:24,061 - yago11k_both - [INFO] - [E:30| 100]: Train Loss:0.0016397, Val MRR:0.14745, yago11k_both
2023-06-07 23:05:45,044 - yago11k_both - [INFO] - [E:30| 200]: Train Loss:0.0016463, Val MRR:0.14745, yago11k_both
2023-06-07 23:08:07,255 - yago11k_both - [INFO] - [E:30| 300]: Train Loss:0.0016457, Val MRR:0.14745, yago11k_both
2023-06-07 23:10:27,863 - yago11k_both - [INFO] - [E:30| 400]: Train Loss:0.001645, Val MRR:0.14745, yago11k_both
2023-06-07 23:12:48,572 - yago11k_both - [INFO] - [E:30| 500]: Train Loss:0.0016417, Val MRR:0.14745, yago11k_both
2023-06-07 23:15:09,990 - yago11k_both - [INFO] - [E:30| 600]: Train Loss:0.0016406, Val MRR:0.14745, yago11k_both
2023-06-07 23:15:09,990 - yago11k_both - [INFO] - [Epoch:30]: Training Loss:0.001641
2023-06-07 23:15:10,495 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 23:15:38,983 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 23:16:07,067 - yago11k_both - [INFO] - [Evaluating Epoch 30 valid]:
MRR: Tail : 0.24147, Head : 0.08289, Avg : 0.16218
2023-06-07 23:16:08,242 - yago11k_both - [INFO] - [Epoch 30]: Training Loss: 0.0016406, Valid MRR: 0.16218,
2023-06-07 23:16:09,622 - yago11k_both - [INFO] - [E:31| 0]: Train Loss:0.0017034, Val MRR:0.16218, yago11k_both
2023-06-07 23:18:29,936 - yago11k_both - [INFO] - [E:31| 100]: Train Loss:0.0016288, Val MRR:0.16218, yago11k_both
2023-06-07 23:20:50,698 - yago11k_both - [INFO] - [E:31| 200]: Train Loss:0.0016227, Val MRR:0.16218, yago11k_both
2023-06-07 23:23:13,493 - yago11k_both - [INFO] - [E:31| 300]: Train Loss:0.0016211, Val MRR:0.16218, yago11k_both
2023-06-07 23:25:34,004 - yago11k_both - [INFO] - [E:31| 400]: Train Loss:0.00162, Val MRR:0.16218, yago11k_both
2023-06-07 23:27:56,379 - yago11k_both - [INFO] - [E:31| 500]: Train Loss:0.0016193, Val MRR:0.16218, yago11k_both
2023-06-07 23:30:16,059 - yago11k_both - [INFO] - [E:31| 600]: Train Loss:0.0016183, Val MRR:0.16218, yago11k_both
2023-06-07 23:30:16,059 - yago11k_both - [INFO] - [Epoch:31]: Training Loss:0.001618
2023-06-07 23:30:16,546 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 23:30:45,172 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 23:31:13,366 - yago11k_both - [INFO] - [Evaluating Epoch 31 valid]:
MRR: Tail : 0.24721, Head : 0.0963, Avg : 0.17175
2023-06-07 23:31:14,541 - yago11k_both - [INFO] - [Epoch 31]: Training Loss: 0.0016183, Valid MRR: 0.17175,
2023-06-07 23:31:15,977 - yago11k_both - [INFO] - [E:32| 0]: Train Loss:0.0015903, Val MRR:0.17175, yago11k_both
2023-06-07 23:33:36,321 - yago11k_both - [INFO] - [E:32| 100]: Train Loss:0.0016033, Val MRR:0.17175, yago11k_both
2023-06-07 23:35:58,252 - yago11k_both - [INFO] - [E:32| 200]: Train Loss:0.0016056, Val MRR:0.17175, yago11k_both
2023-06-07 23:38:18,499 - yago11k_both - [INFO] - [E:32| 300]: Train Loss:0.001604, Val MRR:0.17175, yago11k_both
2023-06-07 23:40:40,436 - yago11k_both - [INFO] - [E:32| 400]: Train Loss:0.0016008, Val MRR:0.17175, yago11k_both
2023-06-07 23:43:01,141 - yago11k_both - [INFO] - [E:32| 500]: Train Loss:0.0015999, Val MRR:0.17175, yago11k_both
2023-06-07 23:45:20,813 - yago11k_both - [INFO] - [E:32| 600]: Train Loss:0.0015977, Val MRR:0.17175, yago11k_both
2023-06-07 23:45:20,813 - yago11k_both - [INFO] - [Epoch:32]: Training Loss:0.001598
2023-06-07 23:45:21,342 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-07 23:45:49,962 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-07 23:46:18,125 - yago11k_both - [INFO] - [Evaluating Epoch 32 valid]:
MRR: Tail : 0.25964, Head : 0.10648, Avg : 0.18306
2023-06-07 23:46:19,167 - yago11k_both - [INFO] - [Epoch 32]: Training Loss: 0.0015977, Valid MRR: 0.18306,
2023-06-07 23:46:20,582 - yago11k_both - [INFO] - [E:33| 0]: Train Loss:0.0016469, Val MRR:0.18306, yago11k_both
2023-06-07 23:48:42,662 - yago11k_both - [INFO] - [E:33| 100]: Train Loss:0.0015827, Val MRR:0.18306, yago11k_both
2023-06-07 23:51:01,044 - yago11k_both - [INFO] - [E:33| 200]: Train Loss:0.0015772, Val MRR:0.18306, yago11k_both
2023-06-07 23:53:22,037 - yago11k_both - [INFO] - [E:33| 300]: Train Loss:0.0015776, Val MRR:0.18306, yago11k_both
2023-06-07 23:55:44,154 - yago11k_both - [INFO] - [E:33| 400]: Train Loss:0.0015778, Val MRR:0.18306, yago11k_both
2023-06-07 23:58:04,859 - yago11k_both - [INFO] - [E:33| 500]: Train Loss:0.0015784, Val MRR:0.18306, yago11k_both
2023-06-08 00:00:26,014 - yago11k_both - [INFO] - [E:33| 600]: Train Loss:0.0015784, Val MRR:0.18306, yago11k_both
2023-06-08 00:00:26,015 - yago11k_both - [INFO] - [Epoch:33]: Training Loss:0.001578
2023-06-08 00:00:26,536 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 00:00:55,248 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 00:01:22,259 - yago11k_both - [INFO] - [Evaluating Epoch 33 valid]:
MRR: Tail : 0.2859, Head : 0.11851, Avg : 0.2022
2023-06-08 00:01:23,408 - yago11k_both - [INFO] - [Epoch 33]: Training Loss: 0.0015784, Valid MRR: 0.2022,
2023-06-08 00:01:24,732 - yago11k_both - [INFO] - [E:34| 0]: Train Loss:0.0015723, Val MRR:0.2022, yago11k_both
2023-06-08 00:03:46,774 - yago11k_both - [INFO] - [E:34| 100]: Train Loss:0.0015751, Val MRR:0.2022, yago11k_both
2023-06-08 00:06:07,250 - yago11k_both - [INFO] - [E:34| 200]: Train Loss:0.0015682, Val MRR:0.2022, yago11k_both
2023-06-08 00:08:29,605 - yago11k_both - [INFO] - [E:34| 300]: Train Loss:0.0015648, Val MRR:0.2022, yago11k_both
2023-06-08 00:10:49,997 - yago11k_both - [INFO] - [E:34| 400]: Train Loss:0.0015642, Val MRR:0.2022, yago11k_both
2023-06-08 00:13:12,289 - yago11k_both - [INFO] - [E:34| 500]: Train Loss:0.0015614, Val MRR:0.2022, yago11k_both
2023-06-08 00:15:32,098 - yago11k_both - [INFO] - [E:34| 600]: Train Loss:0.0015596, Val MRR:0.2022, yago11k_both
2023-06-08 00:15:32,099 - yago11k_both - [INFO] - [Epoch:34]: Training Loss:0.00156
2023-06-08 00:15:32,594 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 00:16:01,220 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 00:16:29,420 - yago11k_both - [INFO] - [Evaluating Epoch 34 valid]:
MRR: Tail : 0.2822, Head : 0.12347, Avg : 0.20284
2023-06-08 00:16:30,602 - yago11k_both - [INFO] - [Epoch 34]: Training Loss: 0.0015596, Valid MRR: 0.20284,
2023-06-08 00:16:32,083 - yago11k_both - [INFO] - [E:35| 0]: Train Loss:0.0016254, Val MRR:0.20284, yago11k_both
2023-06-08 00:18:52,715 - yago11k_both - [INFO] - [E:35| 100]: Train Loss:0.0015528, Val MRR:0.20284, yago11k_both
2023-06-08 00:21:15,156 - yago11k_both - [INFO] - [E:35| 200]: Train Loss:0.0015478, Val MRR:0.20284, yago11k_both
2023-06-08 00:23:35,604 - yago11k_both - [INFO] - [E:35| 300]: Train Loss:0.001545, Val MRR:0.20284, yago11k_both
2023-06-08 00:25:56,078 - yago11k_both - [INFO] - [E:35| 400]: Train Loss:0.0015443, Val MRR:0.20284, yago11k_both
2023-06-08 00:28:18,484 - yago11k_both - [INFO] - [E:35| 500]: Train Loss:0.0015426, Val MRR:0.20284, yago11k_both
2023-06-08 00:30:37,966 - yago11k_both - [INFO] - [E:35| 600]: Train Loss:0.0015413, Val MRR:0.20284, yago11k_both
2023-06-08 00:30:37,966 - yago11k_both - [INFO] - [Epoch:35]: Training Loss:0.001541
2023-06-08 00:30:38,477 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 00:31:06,965 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 00:31:35,168 - yago11k_both - [INFO] - [Evaluating Epoch 35 valid]:
MRR: Tail : 0.28984, Head : 0.13855, Avg : 0.21419
2023-06-08 00:31:36,285 - yago11k_both - [INFO] - [Epoch 35]: Training Loss: 0.0015413, Valid MRR: 0.21419,
2023-06-08 00:31:37,715 - yago11k_both - [INFO] - [E:36| 0]: Train Loss:0.0015247, Val MRR:0.21419, yago11k_both
2023-06-08 00:33:58,197 - yago11k_both - [INFO] - [E:36| 100]: Train Loss:0.0015275, Val MRR:0.21419, yago11k_both
2023-06-08 00:36:20,444 - yago11k_both - [INFO] - [E:36| 200]: Train Loss:0.0015288, Val MRR:0.21419, yago11k_both
2023-06-08 00:38:33,602 - yago11k_both - [INFO] - [E:36| 300]: Train Loss:0.0015283, Val MRR:0.21419, yago11k_both
2023-06-08 00:40:39,257 - yago11k_both - [INFO] - [E:36| 400]: Train Loss:0.0015266, Val MRR:0.21419, yago11k_both
2023-06-08 00:42:43,016 - yago11k_both - [INFO] - [E:36| 500]: Train Loss:0.0015277, Val MRR:0.21419, yago11k_both
2023-06-08 00:44:46,066 - yago11k_both - [INFO] - [E:36| 600]: Train Loss:0.0015261, Val MRR:0.21419, yago11k_both
2023-06-08 00:44:46,066 - yago11k_both - [INFO] - [Epoch:36]: Training Loss:0.001526
2023-06-08 00:44:46,557 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 00:45:10,867 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 00:45:39,116 - yago11k_both - [INFO] - [Evaluating Epoch 36 valid]:
MRR: Tail : 0.29453, Head : 0.13671, Avg : 0.21562
2023-06-08 00:45:40,259 - yago11k_both - [INFO] - [Epoch 36]: Training Loss: 0.0015261, Valid MRR: 0.21562,
2023-06-08 00:45:41,678 - yago11k_both - [INFO] - [E:37| 0]: Train Loss:0.0014882, Val MRR:0.21562, yago11k_both
2023-06-08 00:48:03,928 - yago11k_both - [INFO] - [E:37| 100]: Train Loss:0.0015124, Val MRR:0.21562, yago11k_both
2023-06-08 00:50:24,596 - yago11k_both - [INFO] - [E:37| 200]: Train Loss:0.0015139, Val MRR:0.21562, yago11k_both
2023-06-08 00:52:45,140 - yago11k_both - [INFO] - [E:37| 300]: Train Loss:0.0015134, Val MRR:0.21562, yago11k_both
2023-06-08 00:55:07,476 - yago11k_both - [INFO] - [E:37| 400]: Train Loss:0.001513, Val MRR:0.21562, yago11k_both
2023-06-08 00:57:25,856 - yago11k_both - [INFO] - [E:37| 500]: Train Loss:0.0015127, Val MRR:0.21562, yago11k_both
2023-06-08 00:59:47,238 - yago11k_both - [INFO] - [E:37| 600]: Train Loss:0.0015098, Val MRR:0.21562, yago11k_both
2023-06-08 00:59:47,238 - yago11k_both - [INFO] - [Epoch:37]: Training Loss:0.00151
2023-06-08 00:59:47,722 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 01:00:16,357 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 01:00:44,052 - yago11k_both - [INFO] - [Evaluating Epoch 37 valid]:
MRR: Tail : 0.2957, Head : 0.1454, Avg : 0.22055
2023-06-08 01:00:45,300 - yago11k_both - [INFO] - [Epoch 37]: Training Loss: 0.0015098, Valid MRR: 0.22055,
2023-06-08 01:00:46,648 - yago11k_both - [INFO] - [E:38| 0]: Train Loss:0.0014486, Val MRR:0.22055, yago11k_both
2023-06-08 01:03:08,283 - yago11k_both - [INFO] - [E:38| 100]: Train Loss:0.0015016, Val MRR:0.22055, yago11k_both
2023-06-08 01:05:28,981 - yago11k_both - [INFO] - [E:38| 200]: Train Loss:0.0014999, Val MRR:0.22055, yago11k_both
2023-06-08 01:07:51,649 - yago11k_both - [INFO] - [E:38| 300]: Train Loss:0.0014988, Val MRR:0.22055, yago11k_both
2023-06-08 01:10:12,184 - yago11k_both - [INFO] - [E:38| 400]: Train Loss:0.0014968, Val MRR:0.22055, yago11k_both
2023-06-08 01:12:34,623 - yago11k_both - [INFO] - [E:38| 500]: Train Loss:0.0014968, Val MRR:0.22055, yago11k_both
2023-06-08 01:14:54,134 - yago11k_both - [INFO] - [E:38| 600]: Train Loss:0.0014958, Val MRR:0.22055, yago11k_both
2023-06-08 01:14:54,134 - yago11k_both - [INFO] - [Epoch:38]: Training Loss:0.001496
2023-06-08 01:14:54,676 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 01:15:23,233 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 01:15:51,436 - yago11k_both - [INFO] - [Evaluating Epoch 38 valid]:
MRR: Tail : 0.31033, Head : 0.15121, Avg : 0.23077
2023-06-08 01:15:52,588 - yago11k_both - [INFO] - [Epoch 38]: Training Loss: 0.0014958, Valid MRR: 0.23077,
2023-06-08 01:15:54,031 - yago11k_both - [INFO] - [E:39| 0]: Train Loss:0.0014858, Val MRR:0.23077, yago11k_both
2023-06-08 01:18:14,845 - yago11k_both - [INFO] - [E:39| 100]: Train Loss:0.0014827, Val MRR:0.23077, yago11k_both
2023-06-08 01:20:25,650 - yago11k_both - [INFO] - [E:39| 200]: Train Loss:0.0014836, Val MRR:0.23077, yago11k_both
2023-06-08 01:22:27,139 - yago11k_both - [INFO] - [E:39| 300]: Train Loss:0.0014839, Val MRR:0.23077, yago11k_both
2023-06-08 01:24:29,220 - yago11k_both - [INFO] - [E:39| 400]: Train Loss:0.0014832, Val MRR:0.23077, yago11k_both
2023-06-08 01:26:31,191 - yago11k_both - [INFO] - [E:39| 500]: Train Loss:0.0014814, Val MRR:0.23077, yago11k_both
2023-06-08 01:28:32,119 - yago11k_both - [INFO] - [E:39| 600]: Train Loss:0.0014814, Val MRR:0.23077, yago11k_both
2023-06-08 01:28:32,119 - yago11k_both - [INFO] - [Epoch:39]: Training Loss:0.001481
2023-06-08 01:28:32,567 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 01:28:56,856 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 01:29:20,649 - yago11k_both - [INFO] - [Evaluating Epoch 39 valid]:
MRR: Tail : 0.32739, Head : 0.16107, Avg : 0.24423
MR: Tail : 249.29, Head : 614.69, Avg : 431.99
Hit-1: Tail : 0.2252, Head : 0.10864, Avg : 0.16692
Hit-3: Tail : 0.36955, Head : 0.16477, Avg : 0.26716
Hit-10: Tail : 0.53543, Head : 0.26216, Avg : 0.39879
2023-06-08 01:29:21,709 - yago11k_both - [INFO] - [Epoch 39]: Training Loss: 0.0014814, Valid MRR: 0.24423,
2023-06-08 01:29:22,948 - yago11k_both - [INFO] - [E:40| 0]: Train Loss:0.0014528, Val MRR:0.24423, yago11k_both
2023-06-08 01:31:24,170 - yago11k_both - [INFO] - [E:40| 100]: Train Loss:0.0014586, Val MRR:0.24423, yago11k_both
2023-06-08 01:33:25,533 - yago11k_both - [INFO] - [E:40| 200]: Train Loss:0.0014642, Val MRR:0.24423, yago11k_both
2023-06-08 01:35:26,951 - yago11k_both - [INFO] - [E:40| 300]: Train Loss:0.001468, Val MRR:0.24423, yago11k_both
2023-06-08 01:37:28,772 - yago11k_both - [INFO] - [E:40| 400]: Train Loss:0.0014681, Val MRR:0.24423, yago11k_both
2023-06-08 01:39:30,473 - yago11k_both - [INFO] - [E:40| 500]: Train Loss:0.0014691, Val MRR:0.24423, yago11k_both
2023-06-08 01:41:31,281 - yago11k_both - [INFO] - [E:40| 600]: Train Loss:0.001469, Val MRR:0.24423, yago11k_both
2023-06-08 01:41:31,282 - yago11k_both - [INFO] - [Epoch:40]: Training Loss:0.001469
2023-06-08 01:41:31,729 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 01:41:55,893 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 01:42:19,547 - yago11k_both - [INFO] - [Evaluating Epoch 40 valid]:
MRR: Tail : 0.33048, Head : 0.16469, Avg : 0.24759
2023-06-08 01:42:20,660 - yago11k_both - [INFO] - [Epoch 40]: Training Loss: 0.001469, Valid MRR: 0.24759,
2023-06-08 01:42:21,866 - yago11k_both - [INFO] - [E:41| 0]: Train Loss:0.0013983, Val MRR:0.24759, yago11k_both
2023-06-08 01:44:22,955 - yago11k_both - [INFO] - [E:41| 100]: Train Loss:0.0014626, Val MRR:0.24759, yago11k_both
2023-06-08 01:46:24,140 - yago11k_both - [INFO] - [E:41| 200]: Train Loss:0.0014596, Val MRR:0.24759, yago11k_both
2023-06-08 01:48:25,729 - yago11k_both - [INFO] - [E:41| 300]: Train Loss:0.0014585, Val MRR:0.24759, yago11k_both
2023-06-08 01:50:27,036 - yago11k_both - [INFO] - [E:41| 400]: Train Loss:0.0014583, Val MRR:0.24759, yago11k_both
2023-06-08 01:52:28,813 - yago11k_both - [INFO] - [E:41| 500]: Train Loss:0.0014585, Val MRR:0.24759, yago11k_both
2023-06-08 01:54:29,325 - yago11k_both - [INFO] - [E:41| 600]: Train Loss:0.0014571, Val MRR:0.24759, yago11k_both
2023-06-08 01:54:29,326 - yago11k_both - [INFO] - [Epoch:41]: Training Loss:0.001457
2023-06-08 01:54:29,770 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 01:54:54,068 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 01:55:17,931 - yago11k_both - [INFO] - [Evaluating Epoch 41 valid]:
MRR: Tail : 0.32566, Head : 0.1693, Avg : 0.24748
2023-06-08 01:55:17,931 - yago11k_both - [INFO] - [Epoch 41]: Training Loss: 0.0014571, Valid MRR: 0.24759,
2023-06-08 01:55:19,179 - yago11k_both - [INFO] - [E:42| 0]: Train Loss:0.001499, Val MRR:0.24759, yago11k_both
2023-06-08 01:57:20,878 - yago11k_both - [INFO] - [E:42| 100]: Train Loss:0.0014562, Val MRR:0.24759, yago11k_both
2023-06-08 01:59:22,887 - yago11k_both - [INFO] - [E:42| 200]: Train Loss:0.00145, Val MRR:0.24759, yago11k_both
2023-06-08 02:01:23,953 - yago11k_both - [INFO] - [E:42| 300]: Train Loss:0.0014506, Val MRR:0.24759, yago11k_both
2023-06-08 02:03:25,724 - yago11k_both - [INFO] - [E:42| 400]: Train Loss:0.0014479, Val MRR:0.24759, yago11k_both
2023-06-08 02:05:30,788 - yago11k_both - [INFO] - [E:42| 500]: Train Loss:0.0014475, Val MRR:0.24759, yago11k_both
2023-06-08 02:07:51,895 - yago11k_both - [INFO] - [E:42| 600]: Train Loss:0.0014463, Val MRR:0.24759, yago11k_both
2023-06-08 02:07:51,895 - yago11k_both - [INFO] - [Epoch:42]: Training Loss:0.001446
2023-06-08 02:07:52,383 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 02:08:20,907 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 02:08:48,719 - yago11k_both - [INFO] - [Evaluating Epoch 42 valid]:
MRR: Tail : 0.32798, Head : 0.17264, Avg : 0.25031
2023-06-08 02:08:49,800 - yago11k_both - [INFO] - [Epoch 42]: Training Loss: 0.0014463, Valid MRR: 0.25031,
2023-06-08 02:08:51,031 - yago11k_both - [INFO] - [E:43| 0]: Train Loss:0.0014214, Val MRR:0.25031, yago11k_both
2023-06-08 02:11:10,475 - yago11k_both - [INFO] - [E:43| 100]: Train Loss:0.0014362, Val MRR:0.25031, yago11k_both
2023-06-08 02:13:30,461 - yago11k_both - [INFO] - [E:43| 200]: Train Loss:0.0014385, Val MRR:0.25031, yago11k_both
2023-06-08 02:15:50,979 - yago11k_both - [INFO] - [E:43| 300]: Train Loss:0.0014367, Val MRR:0.25031, yago11k_both
2023-06-08 02:18:02,710 - yago11k_both - [INFO] - [E:43| 400]: Train Loss:0.0014358, Val MRR:0.25031, yago11k_both
2023-06-08 02:20:08,332 - yago11k_both - [INFO] - [E:43| 500]: Train Loss:0.0014346, Val MRR:0.25031, yago11k_both
2023-06-08 02:22:10,797 - yago11k_both - [INFO] - [E:43| 600]: Train Loss:0.0014347, Val MRR:0.25031, yago11k_both
2023-06-08 02:22:10,798 - yago11k_both - [INFO] - [Epoch:43]: Training Loss:0.001435
2023-06-08 02:22:11,259 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 02:22:36,308 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 02:23:01,009 - yago11k_both - [INFO] - [Evaluating Epoch 43 valid]:
MRR: Tail : 0.33572, Head : 0.17928, Avg : 0.2575
2023-06-08 02:23:02,052 - yago11k_both - [INFO] - [Epoch 43]: Training Loss: 0.0014347, Valid MRR: 0.2575,
2023-06-08 02:23:03,327 - yago11k_both - [INFO] - [E:44| 0]: Train Loss:0.0013915, Val MRR:0.2575, yago11k_both
2023-06-08 02:25:11,139 - yago11k_both - [INFO] - [E:44| 100]: Train Loss:0.0014281, Val MRR:0.2575, yago11k_both
2023-06-08 02:27:33,385 - yago11k_both - [INFO] - [E:44| 200]: Train Loss:0.0014276, Val MRR:0.2575, yago11k_both
2023-06-08 02:29:53,913 - yago11k_both - [INFO] - [E:44| 300]: Train Loss:0.0014254, Val MRR:0.2575, yago11k_both
2023-06-08 02:32:15,090 - yago11k_both - [INFO] - [E:44| 400]: Train Loss:0.001426, Val MRR:0.2575, yago11k_both
2023-06-08 02:34:36,404 - yago11k_both - [INFO] - [E:44| 500]: Train Loss:0.0014256, Val MRR:0.2575, yago11k_both
2023-06-08 02:36:55,689 - yago11k_both - [INFO] - [E:44| 600]: Train Loss:0.0014254, Val MRR:0.2575, yago11k_both
2023-06-08 02:36:55,690 - yago11k_both - [INFO] - [Epoch:44]: Training Loss:0.001425
2023-06-08 02:36:56,151 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 02:37:24,709 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 02:37:52,842 - yago11k_both - [INFO] - [Evaluating Epoch 44 valid]:
MRR: Tail : 0.33245, Head : 0.18303, Avg : 0.25774
2023-06-08 02:37:54,032 - yago11k_both - [INFO] - [Epoch 44]: Training Loss: 0.0014254, Valid MRR: 0.25774,
2023-06-08 02:37:55,461 - yago11k_both - [INFO] - [E:45| 0]: Train Loss:0.0013914, Val MRR:0.25774, yago11k_both
2023-06-08 02:40:16,663 - yago11k_both - [INFO] - [E:45| 100]: Train Loss:0.0014194, Val MRR:0.25774, yago11k_both
2023-06-08 02:42:38,378 - yago11k_both - [INFO] - [E:45| 200]: Train Loss:0.0014163, Val MRR:0.25774, yago11k_both
2023-06-08 02:44:58,949 - yago11k_both - [INFO] - [E:45| 300]: Train Loss:0.0014172, Val MRR:0.25774, yago11k_both
2023-06-08 02:47:21,030 - yago11k_both - [INFO] - [E:45| 400]: Train Loss:0.0014173, Val MRR:0.25774, yago11k_both
2023-06-08 02:49:41,246 - yago11k_both - [INFO] - [E:45| 500]: Train Loss:0.0014163, Val MRR:0.25774, yago11k_both
2023-06-08 02:52:02,451 - yago11k_both - [INFO] - [E:45| 600]: Train Loss:0.0014155, Val MRR:0.25774, yago11k_both
2023-06-08 02:52:02,452 - yago11k_both - [INFO] - [Epoch:45]: Training Loss:0.001416
2023-06-08 02:52:02,985 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 02:52:30,776 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 02:52:58,059 - yago11k_both - [INFO] - [Evaluating Epoch 45 valid]:
MRR: Tail : 0.35204, Head : 0.18608, Avg : 0.26906
2023-06-08 02:52:59,282 - yago11k_both - [INFO] - [Epoch 45]: Training Loss: 0.0014155, Valid MRR: 0.26906,
2023-06-08 02:53:00,714 - yago11k_both - [INFO] - [E:46| 0]: Train Loss:0.0013849, Val MRR:0.26906, yago11k_both
2023-06-08 02:55:22,758 - yago11k_both - [INFO] - [E:46| 100]: Train Loss:0.0014002, Val MRR:0.26906, yago11k_both
2023-06-08 02:57:43,348 - yago11k_both - [INFO] - [E:46| 200]: Train Loss:0.0014046, Val MRR:0.26906, yago11k_both
2023-06-08 03:00:05,760 - yago11k_both - [INFO] - [E:46| 300]: Train Loss:0.0014084, Val MRR:0.26906, yago11k_both
2023-06-08 03:02:26,340 - yago11k_both - [INFO] - [E:46| 400]: Train Loss:0.0014077, Val MRR:0.26906, yago11k_both
2023-06-08 03:04:47,767 - yago11k_both - [INFO] - [E:46| 500]: Train Loss:0.0014083, Val MRR:0.26906, yago11k_both
2023-06-08 03:07:08,497 - yago11k_both - [INFO] - [E:46| 600]: Train Loss:0.0014073, Val MRR:0.26906, yago11k_both
2023-06-08 03:07:08,497 - yago11k_both - [INFO] - [Epoch:46]: Training Loss:0.001407
2023-06-08 03:07:09,003 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 03:07:37,651 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 03:08:05,812 - yago11k_both - [INFO] - [Evaluating Epoch 46 valid]:
MRR: Tail : 0.34568, Head : 0.18739, Avg : 0.26653
2023-06-08 03:08:05,813 - yago11k_both - [INFO] - [Epoch 46]: Training Loss: 0.0014073, Valid MRR: 0.26906,
2023-06-08 03:08:07,250 - yago11k_both - [INFO] - [E:47| 0]: Train Loss:0.0013648, Val MRR:0.26906, yago11k_both
2023-06-08 03:10:27,928 - yago11k_both - [INFO] - [E:47| 100]: Train Loss:0.0014006, Val MRR:0.26906, yago11k_both
2023-06-08 03:12:49,648 - yago11k_both - [INFO] - [E:47| 200]: Train Loss:0.001398, Val MRR:0.26906, yago11k_both
2023-06-08 03:15:10,955 - yago11k_both - [INFO] - [E:47| 300]: Train Loss:0.0013985, Val MRR:0.26906, yago11k_both
2023-06-08 03:17:31,113 - yago11k_both - [INFO] - [E:47| 400]: Train Loss:0.0013985, Val MRR:0.26906, yago11k_both
2023-06-08 03:19:53,349 - yago11k_both - [INFO] - [E:47| 500]: Train Loss:0.0013985, Val MRR:0.26906, yago11k_both
2023-06-08 03:22:13,022 - yago11k_both - [INFO] - [E:47| 600]: Train Loss:0.0013983, Val MRR:0.26906, yago11k_both
2023-06-08 03:22:13,022 - yago11k_both - [INFO] - [Epoch:47]: Training Loss:0.001398
2023-06-08 03:22:13,509 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 03:22:41,889 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 03:23:10,069 - yago11k_both - [INFO] - [Evaluating Epoch 47 valid]:
MRR: Tail : 0.35947, Head : 0.1886, Avg : 0.27403
2023-06-08 03:23:11,177 - yago11k_both - [INFO] - [Epoch 47]: Training Loss: 0.0013983, Valid MRR: 0.27403,
2023-06-08 03:23:12,616 - yago11k_both - [INFO] - [E:48| 0]: Train Loss:0.0014319, Val MRR:0.27403, yago11k_both
2023-06-08 03:25:33,072 - yago11k_both - [INFO] - [E:48| 100]: Train Loss:0.001391, Val MRR:0.27403, yago11k_both
2023-06-08 03:27:55,193 - yago11k_both - [INFO] - [E:48| 200]: Train Loss:0.001388, Val MRR:0.27403, yago11k_both
2023-06-08 03:30:15,741 - yago11k_both - [INFO] - [E:48| 300]: Train Loss:0.0013902, Val MRR:0.27403, yago11k_both
2023-06-08 03:32:37,787 - yago11k_both - [INFO] - [E:48| 400]: Train Loss:0.0013905, Val MRR:0.27403, yago11k_both
2023-06-08 03:34:58,235 - yago11k_both - [INFO] - [E:48| 500]: Train Loss:0.0013901, Val MRR:0.27403, yago11k_both
2023-06-08 03:37:18,774 - yago11k_both - [INFO] - [E:48| 600]: Train Loss:0.0013911, Val MRR:0.27403, yago11k_both
2023-06-08 03:37:18,775 - yago11k_both - [INFO] - [Epoch:48]: Training Loss:0.001391
2023-06-08 03:37:19,276 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 03:37:46,819 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 03:38:14,948 - yago11k_both - [INFO] - [Evaluating Epoch 48 valid]:
MRR: Tail : 0.35894, Head : 0.19248, Avg : 0.27571
2023-06-08 03:38:16,048 - yago11k_both - [INFO] - [Epoch 48]: Training Loss: 0.0013911, Valid MRR: 0.27571,
2023-06-08 03:38:17,485 - yago11k_both - [INFO] - [E:49| 0]: Train Loss:0.0013308, Val MRR:0.27571, yago11k_both
2023-06-08 03:40:39,737 - yago11k_both - [INFO] - [E:49| 100]: Train Loss:0.0013843, Val MRR:0.27571, yago11k_both
2023-06-08 03:43:00,259 - yago11k_both - [INFO] - [E:49| 200]: Train Loss:0.0013811, Val MRR:0.27571, yago11k_both
2023-06-08 03:45:21,783 - yago11k_both - [INFO] - [E:49| 300]: Train Loss:0.0013847, Val MRR:0.27571, yago11k_both
2023-06-08 03:47:42,850 - yago11k_both - [INFO] - [E:49| 400]: Train Loss:0.0013855, Val MRR:0.27571, yago11k_both
2023-06-08 03:50:03,342 - yago11k_both - [INFO] - [E:49| 500]: Train Loss:0.0013841, Val MRR:0.27571, yago11k_both
2023-06-08 03:52:24,876 - yago11k_both - [INFO] - [E:49| 600]: Train Loss:0.0013829, Val MRR:0.27571, yago11k_both
2023-06-08 03:52:24,876 - yago11k_both - [INFO] - [Epoch:49]: Training Loss:0.001383
2023-06-08 03:52:25,393 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 03:52:54,198 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 03:53:22,137 - yago11k_both - [INFO] - [Evaluating Epoch 49 valid]:
MRR: Tail : 0.36109, Head : 0.19619, Avg : 0.27864
MR: Tail : 298.11, Head : 629.29, Avg : 463.7
Hit-1: Tail : 0.25979, Head : 0.15046, Avg : 0.20513
Hit-3: Tail : 0.41053, Head : 0.19116, Avg : 0.30085
Hit-10: Tail : 0.55891, Head : 0.293, Avg : 0.42595
2023-06-08 03:53:23,436 - yago11k_both - [INFO] - [Epoch 49]: Training Loss: 0.0013829, Valid MRR: 0.27864,
2023-06-08 03:53:24,784 - yago11k_both - [INFO] - [E:50| 0]: Train Loss:0.0013244, Val MRR:0.27864, yago11k_both
2023-06-08 03:55:45,757 - yago11k_both - [INFO] - [E:50| 100]: Train Loss:0.0013699, Val MRR:0.27864, yago11k_both
2023-06-08 03:58:04,118 - yago11k_both - [INFO] - [E:50| 200]: Train Loss:0.0013722, Val MRR:0.27864, yago11k_both
2023-06-08 04:00:26,516 - yago11k_both - [INFO] - [E:50| 300]: Train Loss:0.0013741, Val MRR:0.27864, yago11k_both
2023-06-08 04:02:30,990 - yago11k_both - [INFO] - [E:50| 400]: Train Loss:0.0013749, Val MRR:0.27864, yago11k_both
2023-06-08 04:04:36,561 - yago11k_both - [INFO] - [E:50| 500]: Train Loss:0.0013751, Val MRR:0.27864, yago11k_both
2023-06-08 04:06:39,919 - yago11k_both - [INFO] - [E:50| 600]: Train Loss:0.0013757, Val MRR:0.27864, yago11k_both
2023-06-08 04:06:39,919 - yago11k_both - [INFO] - [Epoch:50]: Training Loss:0.001376
2023-06-08 04:06:40,372 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 04:07:05,430 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 04:07:30,221 - yago11k_both - [INFO] - [Evaluating Epoch 50 valid]:
MRR: Tail : 0.36382, Head : 0.19798, Avg : 0.2809
2023-06-08 04:07:31,316 - yago11k_both - [INFO] - [Epoch 50]: Training Loss: 0.0013757, Valid MRR: 0.2809,
2023-06-08 04:07:32,613 - yago11k_both - [INFO] - [E:51| 0]: Train Loss:0.0013666, Val MRR:0.2809, yago11k_both
2023-06-08 04:09:49,161 - yago11k_both - [INFO] - [E:51| 100]: Train Loss:0.0013667, Val MRR:0.2809, yago11k_both
2023-06-08 04:12:12,313 - yago11k_both - [INFO] - [E:51| 200]: Train Loss:0.0013675, Val MRR:0.2809, yago11k_both
2023-06-08 04:14:33,519 - yago11k_both - [INFO] - [E:51| 300]: Train Loss:0.0013671, Val MRR:0.2809, yago11k_both
2023-06-08 04:16:54,541 - yago11k_both - [INFO] - [E:51| 400]: Train Loss:0.0013687, Val MRR:0.2809, yago11k_both
2023-06-08 04:19:17,341 - yago11k_both - [INFO] - [E:51| 500]: Train Loss:0.0013687, Val MRR:0.2809, yago11k_both
2023-06-08 04:21:37,248 - yago11k_both - [INFO] - [E:51| 600]: Train Loss:0.0013696, Val MRR:0.2809, yago11k_both
2023-06-08 04:21:37,249 - yago11k_both - [INFO] - [Epoch:51]: Training Loss:0.00137
2023-06-08 04:21:37,745 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 04:22:06,466 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 04:22:34,620 - yago11k_both - [INFO] - [Evaluating Epoch 51 valid]:
MRR: Tail : 0.36128, Head : 0.19581, Avg : 0.27854
2023-06-08 04:22:34,620 - yago11k_both - [INFO] - [Epoch 51]: Training Loss: 0.0013696, Valid MRR: 0.2809,
2023-06-08 04:22:36,067 - yago11k_both - [INFO] - [E:52| 0]: Train Loss:0.0013417, Val MRR:0.2809, yago11k_both
2023-06-08 04:24:57,168 - yago11k_both - [INFO] - [E:52| 100]: Train Loss:0.0013642, Val MRR:0.2809, yago11k_both
2023-06-08 04:27:20,285 - yago11k_both - [INFO] - [E:52| 200]: Train Loss:0.0013615, Val MRR:0.2809, yago11k_both
2023-06-08 04:29:41,467 - yago11k_both - [INFO] - [E:52| 300]: Train Loss:0.0013645, Val MRR:0.2809, yago11k_both
2023-06-08 04:32:04,355 - yago11k_both - [INFO] - [E:52| 400]: Train Loss:0.0013637, Val MRR:0.2809, yago11k_both
2023-06-08 04:34:25,610 - yago11k_both - [INFO] - [E:52| 500]: Train Loss:0.0013631, Val MRR:0.2809, yago11k_both
2023-06-08 04:36:46,492 - yago11k_both - [INFO] - [E:52| 600]: Train Loss:0.0013629, Val MRR:0.2809, yago11k_both
2023-06-08 04:36:46,492 - yago11k_both - [INFO] - [Epoch:52]: Training Loss:0.001363
2023-06-08 04:36:46,981 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 04:37:14,796 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 04:37:42,968 - yago11k_both - [INFO] - [Evaluating Epoch 52 valid]:
MRR: Tail : 0.36653, Head : 0.19822, Avg : 0.28238
2023-06-08 04:37:44,240 - yago11k_both - [INFO] - [Epoch 52]: Training Loss: 0.0013629, Valid MRR: 0.28238,
2023-06-08 04:37:45,693 - yago11k_both - [INFO] - [E:53| 0]: Train Loss:0.0013612, Val MRR:0.28238, yago11k_both
2023-06-08 04:40:08,631 - yago11k_both - [INFO] - [E:53| 100]: Train Loss:0.0013537, Val MRR:0.28238, yago11k_both
2023-06-08 04:42:29,865 - yago11k_both - [INFO] - [E:53| 200]: Train Loss:0.0013547, Val MRR:0.28238, yago11k_both
2023-06-08 04:44:51,622 - yago11k_both - [INFO] - [E:53| 300]: Train Loss:0.0013548, Val MRR:0.28238, yago11k_both
2023-06-08 04:47:14,076 - yago11k_both - [INFO] - [E:53| 400]: Train Loss:0.0013554, Val MRR:0.28238, yago11k_both
2023-06-08 04:49:35,413 - yago11k_both - [INFO] - [E:53| 500]: Train Loss:0.001355, Val MRR:0.28238, yago11k_both
2023-06-08 04:51:57,297 - yago11k_both - [INFO] - [E:53| 600]: Train Loss:0.0013566, Val MRR:0.28238, yago11k_both
2023-06-08 04:51:57,297 - yago11k_both - [INFO] - [Epoch:53]: Training Loss:0.001357
2023-06-08 04:51:57,796 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 04:52:26,364 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 04:52:53,320 - yago11k_both - [INFO] - [Evaluating Epoch 53 valid]:
MRR: Tail : 0.37122, Head : 0.20021, Avg : 0.28571
2023-06-08 04:52:54,534 - yago11k_both - [INFO] - [Epoch 53]: Training Loss: 0.0013566, Valid MRR: 0.28571,
2023-06-08 04:52:55,875 - yago11k_both - [INFO] - [E:54| 0]: Train Loss:0.0013067, Val MRR:0.28571, yago11k_both
2023-06-08 04:55:18,792 - yago11k_both - [INFO] - [E:54| 100]: Train Loss:0.0013518, Val MRR:0.28571, yago11k_both
2023-06-08 04:57:39,821 - yago11k_both - [INFO] - [E:54| 200]: Train Loss:0.0013497, Val MRR:0.28571, yago11k_both
2023-06-08 05:00:02,967 - yago11k_both - [INFO] - [E:54| 300]: Train Loss:0.0013495, Val MRR:0.28571, yago11k_both
2023-06-08 05:02:24,187 - yago11k_both - [INFO] - [E:54| 400]: Train Loss:0.0013503, Val MRR:0.28571, yago11k_both
2023-06-08 05:04:46,686 - yago11k_both - [INFO] - [E:54| 500]: Train Loss:0.0013493, Val MRR:0.28571, yago11k_both
2023-06-08 05:07:07,404 - yago11k_both - [INFO] - [E:54| 600]: Train Loss:0.0013512, Val MRR:0.28571, yago11k_both
2023-06-08 05:07:07,405 - yago11k_both - [INFO] - [Epoch:54]: Training Loss:0.001351
2023-06-08 05:07:07,960 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 05:07:36,689 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 05:08:04,928 - yago11k_both - [INFO] - [Evaluating Epoch 54 valid]:
MRR: Tail : 0.36589, Head : 0.20332, Avg : 0.28461
2023-06-08 05:08:04,928 - yago11k_both - [INFO] - [Epoch 54]: Training Loss: 0.0013512, Valid MRR: 0.28571,
2023-06-08 05:08:06,365 - yago11k_both - [INFO] - [E:55| 0]: Train Loss:0.0013707, Val MRR:0.28571, yago11k_both
2023-06-08 05:10:27,151 - yago11k_both - [INFO] - [E:55| 100]: Train Loss:0.0013484, Val MRR:0.28571, yago11k_both
2023-06-08 05:12:49,749 - yago11k_both - [INFO] - [E:55| 200]: Train Loss:0.0013464, Val MRR:0.28571, yago11k_both
2023-06-08 05:15:11,197 - yago11k_both - [INFO] - [E:55| 300]: Train Loss:0.0013466, Val MRR:0.28571, yago11k_both
2023-06-08 05:17:32,278 - yago11k_both - [INFO] - [E:55| 400]: Train Loss:0.001346, Val MRR:0.28571, yago11k_both
2023-06-08 05:19:55,145 - yago11k_both - [INFO] - [E:55| 500]: Train Loss:0.0013455, Val MRR:0.28571, yago11k_both
2023-06-08 05:22:15,237 - yago11k_both - [INFO] - [E:55| 600]: Train Loss:0.0013453, Val MRR:0.28571, yago11k_both
2023-06-08 05:22:15,238 - yago11k_both - [INFO] - [Epoch:55]: Training Loss:0.001345
2023-06-08 05:22:15,774 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 05:22:44,315 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 05:23:12,444 - yago11k_both - [INFO] - [Evaluating Epoch 55 valid]:
MRR: Tail : 0.37269, Head : 0.20251, Avg : 0.2876
2023-06-08 05:23:13,627 - yago11k_both - [INFO] - [Epoch 55]: Training Loss: 0.0013453, Valid MRR: 0.2876,
2023-06-08 05:23:15,071 - yago11k_both - [INFO] - [E:56| 0]: Train Loss:0.0012799, Val MRR:0.2876, yago11k_both
2023-06-08 05:25:36,175 - yago11k_both - [INFO] - [E:56| 100]: Train Loss:0.0013425, Val MRR:0.2876, yago11k_both
2023-06-08 05:27:59,458 - yago11k_both - [INFO] - [E:56| 200]: Train Loss:0.0013413, Val MRR:0.2876, yago11k_both
2023-06-08 05:30:20,775 - yago11k_both - [INFO] - [E:56| 300]: Train Loss:0.0013389, Val MRR:0.2876, yago11k_both
2023-06-08 05:32:43,655 - yago11k_both - [INFO] - [E:56| 400]: Train Loss:0.001339, Val MRR:0.2876, yago11k_both
2023-06-08 05:35:05,130 - yago11k_both - [INFO] - [E:56| 500]: Train Loss:0.0013388, Val MRR:0.2876, yago11k_both
2023-06-08 05:37:25,348 - yago11k_both - [INFO] - [E:56| 600]: Train Loss:0.0013391, Val MRR:0.2876, yago11k_both
2023-06-08 05:37:25,349 - yago11k_both - [INFO] - [Epoch:56]: Training Loss:0.001339
2023-06-08 05:37:25,881 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 05:37:54,526 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 05:38:22,759 - yago11k_both - [INFO] - [Evaluating Epoch 56 valid]:
MRR: Tail : 0.37002, Head : 0.20462, Avg : 0.28732
2023-06-08 05:38:22,759 - yago11k_both - [INFO] - [Epoch 56]: Training Loss: 0.0013391, Valid MRR: 0.2876,
2023-06-08 05:38:24,218 - yago11k_both - [INFO] - [E:57| 0]: Train Loss:0.0014582, Val MRR:0.2876, yago11k_both
2023-06-08 05:40:47,147 - yago11k_both - [INFO] - [E:57| 100]: Train Loss:0.0013313, Val MRR:0.2876, yago11k_both
2023-06-08 05:43:07,874 - yago11k_both - [INFO] - [E:57| 200]: Train Loss:0.0013345, Val MRR:0.2876, yago11k_both
2023-06-08 05:45:18,132 - yago11k_both - [INFO] - [E:57| 300]: Train Loss:0.0013358, Val MRR:0.2876, yago11k_both
2023-06-08 05:47:23,128 - yago11k_both - [INFO] - [E:57| 400]: Train Loss:0.0013357, Val MRR:0.2876, yago11k_both
2023-06-08 05:49:26,639 - yago11k_both - [INFO] - [E:57| 500]: Train Loss:0.0013351, Val MRR:0.2876, yago11k_both
2023-06-08 05:51:30,922 - yago11k_both - [INFO] - [E:57| 600]: Train Loss:0.0013349, Val MRR:0.2876, yago11k_both
2023-06-08 05:51:30,922 - yago11k_both - [INFO] - [Epoch:57]: Training Loss:0.001335
2023-06-08 05:51:31,363 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 05:51:55,784 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 05:52:23,373 - yago11k_both - [INFO] - [Evaluating Epoch 57 valid]:
MRR: Tail : 0.37077, Head : 0.20704, Avg : 0.2889
2023-06-08 05:52:24,473 - yago11k_both - [INFO] - [Epoch 57]: Training Loss: 0.0013349, Valid MRR: 0.2889,
2023-06-08 05:52:25,903 - yago11k_both - [INFO] - [E:58| 0]: Train Loss:0.0013804, Val MRR:0.2889, yago11k_both
2023-06-08 05:54:48,348 - yago11k_both - [INFO] - [E:58| 100]: Train Loss:0.001331, Val MRR:0.2889, yago11k_both
2023-06-08 05:57:08,432 - yago11k_both - [INFO] - [E:58| 200]: Train Loss:0.0013306, Val MRR:0.2889, yago11k_both
2023-06-08 05:59:30,656 - yago11k_both - [INFO] - [E:58| 300]: Train Loss:0.0013306, Val MRR:0.2889, yago11k_both
2023-06-08 06:01:51,098 - yago11k_both - [INFO] - [E:58| 400]: Train Loss:0.0013289, Val MRR:0.2889, yago11k_both
2023-06-08 06:04:11,970 - yago11k_both - [INFO] - [E:58| 500]: Train Loss:0.0013289, Val MRR:0.2889, yago11k_both
2023-06-08 06:06:33,181 - yago11k_both - [INFO] - [E:58| 600]: Train Loss:0.0013296, Val MRR:0.2889, yago11k_both
2023-06-08 06:06:33,182 - yago11k_both - [INFO] - [Epoch:58]: Training Loss:0.00133
2023-06-08 06:06:33,731 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 06:07:02,119 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 06:07:30,185 - yago11k_both - [INFO] - [Evaluating Epoch 58 valid]:
MRR: Tail : 0.37109, Head : 0.21075, Avg : 0.29092
2023-06-08 06:07:31,483 - yago11k_both - [INFO] - [Epoch 58]: Training Loss: 0.0013296, Valid MRR: 0.29092,
2023-06-08 06:07:32,904 - yago11k_both - [INFO] - [E:59| 0]: Train Loss:0.0012828, Val MRR:0.29092, yago11k_both
2023-06-08 06:09:53,432 - yago11k_both - [INFO] - [E:59| 100]: Train Loss:0.0013262, Val MRR:0.29092, yago11k_both
2023-06-08 06:12:14,386 - yago11k_both - [INFO] - [E:59| 200]: Train Loss:0.001323, Val MRR:0.29092, yago11k_both
2023-06-08 06:14:36,504 - yago11k_both - [INFO] - [E:59| 300]: Train Loss:0.0013245, Val MRR:0.29092, yago11k_both
2023-06-08 06:16:56,745 - yago11k_both - [INFO] - [E:59| 400]: Train Loss:0.0013248, Val MRR:0.29092, yago11k_both
2023-06-08 06:19:18,552 - yago11k_both - [INFO] - [E:59| 500]: Train Loss:0.0013239, Val MRR:0.29092, yago11k_both
2023-06-08 06:21:37,659 - yago11k_both - [INFO] - [E:59| 600]: Train Loss:0.0013252, Val MRR:0.29092, yago11k_both
2023-06-08 06:21:37,660 - yago11k_both - [INFO] - [Epoch:59]: Training Loss:0.001325
2023-06-08 06:21:38,186 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 06:22:06,666 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 06:22:34,606 - yago11k_both - [INFO] - [Evaluating Epoch 59 valid]:
MRR: Tail : 0.37309, Head : 0.21263, Avg : 0.29286
MR: Tail : 299.61, Head : 632.74, Avg : 466.18
Hit-1: Tail : 0.26785, Head : 0.16977, Avg : 0.21881
Hit-3: Tail : 0.4372, Head : 0.20381, Avg : 0.32051
Hit-10: Tail : 0.55821, Head : 0.29675, Avg : 0.42748
2023-06-08 06:22:35,719 - yago11k_both - [INFO] - [Epoch 59]: Training Loss: 0.0013252, Valid MRR: 0.29286,
2023-06-08 06:22:37,128 - yago11k_both - [INFO] - [E:60| 0]: Train Loss:0.0012939, Val MRR:0.29286, yago11k_both
2023-06-08 06:24:57,057 - yago11k_both - [INFO] - [E:60| 100]: Train Loss:0.0013179, Val MRR:0.29286, yago11k_both
2023-06-08 06:27:18,948 - yago11k_both - [INFO] - [E:60| 200]: Train Loss:0.0013213, Val MRR:0.29286, yago11k_both
2023-06-08 06:29:38,694 - yago11k_both - [INFO] - [E:60| 300]: Train Loss:0.0013189, Val MRR:0.29286, yago11k_both
2023-06-08 06:32:00,807 - yago11k_both - [INFO] - [E:60| 400]: Train Loss:0.0013194, Val MRR:0.29286, yago11k_both
2023-06-08 06:34:21,164 - yago11k_both - [INFO] - [E:60| 500]: Train Loss:0.0013195, Val MRR:0.29286, yago11k_both
2023-06-08 06:36:41,557 - yago11k_both - [INFO] - [E:60| 600]: Train Loss:0.0013202, Val MRR:0.29286, yago11k_both
2023-06-08 06:36:41,558 - yago11k_both - [INFO] - [Epoch:60]: Training Loss:0.00132
2023-06-08 06:36:42,056 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 06:37:10,019 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 06:37:38,052 - yago11k_both - [INFO] - [Evaluating Epoch 60 valid]:
MRR: Tail : 0.37724, Head : 0.21167, Avg : 0.29446
2023-06-08 06:37:39,278 - yago11k_both - [INFO] - [Epoch 60]: Training Loss: 0.0013202, Valid MRR: 0.29446,
2023-06-08 06:37:40,706 - yago11k_both - [INFO] - [E:61| 0]: Train Loss:0.0013194, Val MRR:0.29446, yago11k_both
2023-06-08 06:40:02,962 - yago11k_both - [INFO] - [E:61| 100]: Train Loss:0.0013152, Val MRR:0.29446, yago11k_both
2023-06-08 06:42:23,253 - yago11k_both - [INFO] - [E:61| 200]: Train Loss:0.0013164, Val MRR:0.29446, yago11k_both
2023-06-08 06:44:44,452 - yago11k_both - [INFO] - [E:61| 300]: Train Loss:0.0013149, Val MRR:0.29446, yago11k_both
2023-06-08 06:47:05,850 - yago11k_both - [INFO] - [E:61| 400]: Train Loss:0.001316, Val MRR:0.29446, yago11k_both
2023-06-08 06:49:26,371 - yago11k_both - [INFO] - [E:61| 500]: Train Loss:0.0013162, Val MRR:0.29446, yago11k_both
2023-06-08 06:51:47,806 - yago11k_both - [INFO] - [E:61| 600]: Train Loss:0.0013165, Val MRR:0.29446, yago11k_both
2023-06-08 06:51:47,806 - yago11k_both - [INFO] - [Epoch:61]: Training Loss:0.001316
2023-06-08 06:51:48,267 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 06:52:16,874 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 06:52:44,462 - yago11k_both - [INFO] - [Evaluating Epoch 61 valid]:
MRR: Tail : 0.37716, Head : 0.21371, Avg : 0.29543
2023-06-08 06:52:45,645 - yago11k_both - [INFO] - [Epoch 61]: Training Loss: 0.0013165, Valid MRR: 0.29543,
2023-06-08 06:52:46,954 - yago11k_both - [INFO] - [E:62| 0]: Train Loss:0.0012647, Val MRR:0.29543, yago11k_both
2023-06-08 06:55:05,544 - yago11k_both - [INFO] - [E:62| 100]: Train Loss:0.0013064, Val MRR:0.29543, yago11k_both
2023-06-08 06:57:25,921 - yago11k_both - [INFO] - [E:62| 200]: Train Loss:0.0013097, Val MRR:0.29543, yago11k_both
2023-06-08 06:59:48,031 - yago11k_both - [INFO] - [E:62| 300]: Train Loss:0.0013098, Val MRR:0.29543, yago11k_both
2023-06-08 07:02:08,538 - yago11k_both - [INFO] - [E:62| 400]: Train Loss:0.0013117, Val MRR:0.29543, yago11k_both
2023-06-08 07:04:30,791 - yago11k_both - [INFO] - [E:62| 500]: Train Loss:0.0013132, Val MRR:0.29543, yago11k_both
2023-06-08 07:06:50,173 - yago11k_both - [INFO] - [E:62| 600]: Train Loss:0.0013123, Val MRR:0.29543, yago11k_both
2023-06-08 07:06:50,173 - yago11k_both - [INFO] - [Epoch:62]: Training Loss:0.001312
2023-06-08 07:06:50,679 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 07:07:19,176 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 07:07:47,371 - yago11k_both - [INFO] - [Evaluating Epoch 62 valid]:
MRR: Tail : 0.37823, Head : 0.2155, Avg : 0.29686
2023-06-08 07:07:48,433 - yago11k_both - [INFO] - [Epoch 62]: Training Loss: 0.0013123, Valid MRR: 0.29686,
2023-06-08 07:07:49,872 - yago11k_both - [INFO] - [E:63| 0]: Train Loss:0.0013029, Val MRR:0.29686, yago11k_both
2023-06-08 07:10:09,736 - yago11k_both - [INFO] - [E:63| 100]: Train Loss:0.0013077, Val MRR:0.29686, yago11k_both
2023-06-08 07:12:19,376 - yago11k_both - [INFO] - [E:63| 200]: Train Loss:0.0013077, Val MRR:0.29686, yago11k_both
2023-06-08 07:14:21,910 - yago11k_both - [INFO] - [E:63| 300]: Train Loss:0.0013063, Val MRR:0.29686, yago11k_both
2023-06-08 07:16:42,791 - yago11k_both - [INFO] - [E:63| 400]: Train Loss:0.0013079, Val MRR:0.29686, yago11k_both
2023-06-08 07:19:02,069 - yago11k_both - [INFO] - [E:63| 500]: Train Loss:0.0013074, Val MRR:0.29686, yago11k_both
2023-06-08 07:21:23,224 - yago11k_both - [INFO] - [E:63| 600]: Train Loss:0.0013078, Val MRR:0.29686, yago11k_both
2023-06-08 07:21:23,224 - yago11k_both - [INFO] - [Epoch:63]: Training Loss:0.001308
2023-06-08 07:21:23,725 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 07:21:52,304 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 07:22:20,417 - yago11k_both - [INFO] - [Evaluating Epoch 63 valid]:
MRR: Tail : 0.37956, Head : 0.21526, Avg : 0.29741
2023-06-08 07:22:21,517 - yago11k_both - [INFO] - [Epoch 63]: Training Loss: 0.0013078, Valid MRR: 0.29741,
2023-06-08 07:22:22,955 - yago11k_both - [INFO] - [E:64| 0]: Train Loss:0.0012802, Val MRR:0.29741, yago11k_both
2023-06-08 07:24:43,580 - yago11k_both - [INFO] - [E:64| 100]: Train Loss:0.0012992, Val MRR:0.29741, yago11k_both
2023-06-08 07:27:04,111 - yago11k_both - [INFO] - [E:64| 200]: Train Loss:0.0012998, Val MRR:0.29741, yago11k_both
2023-06-08 07:29:11,968 - yago11k_both - [INFO] - [E:64| 300]: Train Loss:0.0013012, Val MRR:0.29741, yago11k_both
2023-06-08 07:31:12,803 - yago11k_both - [INFO] - [E:64| 400]: Train Loss:0.0013027, Val MRR:0.29741, yago11k_both
2023-06-08 07:33:18,644 - yago11k_both - [INFO] - [E:64| 500]: Train Loss:0.0013031, Val MRR:0.29741, yago11k_both
2023-06-08 07:35:22,814 - yago11k_both - [INFO] - [E:64| 600]: Train Loss:0.0013042, Val MRR:0.29741, yago11k_both
2023-06-08 07:35:22,814 - yago11k_both - [INFO] - [Epoch:64]: Training Loss:0.001304
2023-06-08 07:35:23,272 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 07:35:51,845 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 07:36:19,891 - yago11k_both - [INFO] - [Evaluating Epoch 64 valid]:
MRR: Tail : 0.38586, Head : 0.21675, Avg : 0.30131
2023-06-08 07:36:21,076 - yago11k_both - [INFO] - [Epoch 64]: Training Loss: 0.0013042, Valid MRR: 0.30131,
2023-06-08 07:36:22,500 - yago11k_both - [INFO] - [E:65| 0]: Train Loss:0.0013265, Val MRR:0.30131, yago11k_both
2023-06-08 07:38:43,061 - yago11k_both - [INFO] - [E:65| 100]: Train Loss:0.0013001, Val MRR:0.30131, yago11k_both
2023-06-08 07:41:05,470 - yago11k_both - [INFO] - [E:65| 200]: Train Loss:0.001298, Val MRR:0.30131, yago11k_both
2023-06-08 07:43:25,551 - yago11k_both - [INFO] - [E:65| 300]: Train Loss:0.0012979, Val MRR:0.30131, yago11k_both
2023-06-08 07:45:46,013 - yago11k_both - [INFO] - [E:65| 400]: Train Loss:0.0012983, Val MRR:0.30131, yago11k_both
2023-06-08 07:48:08,286 - yago11k_both - [INFO] - [E:65| 500]: Train Loss:0.001299, Val MRR:0.30131, yago11k_both
2023-06-08 07:50:27,882 - yago11k_both - [INFO] - [E:65| 600]: Train Loss:0.0013002, Val MRR:0.30131, yago11k_both
2023-06-08 07:50:27,882 - yago11k_both - [INFO] - [Epoch:65]: Training Loss:0.0013
2023-06-08 07:50:28,382 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 07:50:56,898 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 07:51:25,096 - yago11k_both - [INFO] - [Evaluating Epoch 65 valid]:
MRR: Tail : 0.38324, Head : 0.21893, Avg : 0.30109
2023-06-08 07:51:25,096 - yago11k_both - [INFO] - [Epoch 65]: Training Loss: 0.0013002, Valid MRR: 0.30131,
2023-06-08 07:51:26,523 - yago11k_both - [INFO] - [E:66| 0]: Train Loss:0.0013307, Val MRR:0.30131, yago11k_both
2023-06-08 07:53:47,033 - yago11k_both - [INFO] - [E:66| 100]: Train Loss:0.0012968, Val MRR:0.30131, yago11k_both
2023-06-08 07:56:08,646 - yago11k_both - [INFO] - [E:66| 200]: Train Loss:0.0012937, Val MRR:0.30131, yago11k_both
2023-06-08 07:58:28,924 - yago11k_both - [INFO] - [E:66| 300]: Train Loss:0.0012953, Val MRR:0.30131, yago11k_both
2023-06-08 08:00:50,992 - yago11k_both - [INFO] - [E:66| 400]: Train Loss:0.0012966, Val MRR:0.30131, yago11k_both
2023-06-08 08:03:11,693 - yago11k_both - [INFO] - [E:66| 500]: Train Loss:0.0012956, Val MRR:0.30131, yago11k_both
2023-06-08 08:05:32,782 - yago11k_both - [INFO] - [E:66| 600]: Train Loss:0.0012963, Val MRR:0.30131, yago11k_both
2023-06-08 08:05:32,783 - yago11k_both - [INFO] - [Epoch:66]: Training Loss:0.001296
2023-06-08 08:05:33,307 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 08:06:00,742 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 08:06:28,179 - yago11k_both - [INFO] - [Evaluating Epoch 66 valid]:
MRR: Tail : 0.38422, Head : 0.21674, Avg : 0.30048
2023-06-08 08:06:28,179 - yago11k_both - [INFO] - [Epoch 66]: Training Loss: 0.0012963, Valid MRR: 0.30131,
2023-06-08 08:06:29,572 - yago11k_both - [INFO] - [E:67| 0]: Train Loss:0.0012853, Val MRR:0.30131, yago11k_both
2023-06-08 08:08:51,829 - yago11k_both - [INFO] - [E:67| 100]: Train Loss:0.0012928, Val MRR:0.30131, yago11k_both
2023-06-08 08:11:11,946 - yago11k_both - [INFO] - [E:67| 200]: Train Loss:0.0012903, Val MRR:0.30131, yago11k_both
2023-06-08 08:13:34,287 - yago11k_both - [INFO] - [E:67| 300]: Train Loss:0.0012914, Val MRR:0.30131, yago11k_both
2023-06-08 08:15:54,762 - yago11k_both - [INFO] - [E:67| 400]: Train Loss:0.0012926, Val MRR:0.30131, yago11k_both
2023-06-08 08:18:15,994 - yago11k_both - [INFO] - [E:67| 500]: Train Loss:0.001292, Val MRR:0.30131, yago11k_both
2023-06-08 08:20:36,400 - yago11k_both - [INFO] - [E:67| 600]: Train Loss:0.0012923, Val MRR:0.30131, yago11k_both
2023-06-08 08:20:36,400 - yago11k_both - [INFO] - [Epoch:67]: Training Loss:0.001292
2023-06-08 08:20:36,922 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 08:21:05,428 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 08:21:33,425 - yago11k_both - [INFO] - [Evaluating Epoch 67 valid]:
MRR: Tail : 0.38346, Head : 0.21883, Avg : 0.30115
2023-06-08 08:21:33,426 - yago11k_both - [INFO] - [Epoch 67]: Training Loss: 0.0012923, Valid MRR: 0.30131,
2023-06-08 08:21:34,833 - yago11k_both - [INFO] - [E:68| 0]: Train Loss:0.0012853, Val MRR:0.30131, yago11k_both
2023-06-08 08:23:55,050 - yago11k_both - [INFO] - [E:68| 100]: Train Loss:0.0012932, Val MRR:0.30131, yago11k_both
2023-06-08 08:26:17,401 - yago11k_both - [INFO] - [E:68| 200]: Train Loss:0.0012919, Val MRR:0.30131, yago11k_both
2023-06-08 08:28:38,630 - yago11k_both - [INFO] - [E:68| 300]: Train Loss:0.0012902, Val MRR:0.30131, yago11k_both
2023-06-08 08:30:58,799 - yago11k_both - [INFO] - [E:68| 400]: Train Loss:0.0012899, Val MRR:0.30131, yago11k_both
2023-06-08 08:33:20,862 - yago11k_both - [INFO] - [E:68| 500]: Train Loss:0.0012895, Val MRR:0.30131, yago11k_both
2023-06-08 08:35:40,244 - yago11k_both - [INFO] - [E:68| 600]: Train Loss:0.0012894, Val MRR:0.30131, yago11k_both
2023-06-08 08:35:40,245 - yago11k_both - [INFO] - [Epoch:68]: Training Loss:0.001289
2023-06-08 08:35:40,779 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 08:36:09,190 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 08:36:37,206 - yago11k_both - [INFO] - [Evaluating Epoch 68 valid]:
MRR: Tail : 0.38724, Head : 0.21907, Avg : 0.30315
2023-06-08 08:36:38,406 - yago11k_both - [INFO] - [Epoch 68]: Training Loss: 0.0012894, Valid MRR: 0.30315,
2023-06-08 08:36:39,853 - yago11k_both - [INFO] - [E:69| 0]: Train Loss:0.0012858, Val MRR:0.30315, yago11k_both
2023-06-08 08:39:00,247 - yago11k_both - [INFO] - [E:69| 100]: Train Loss:0.0012899, Val MRR:0.30315, yago11k_both
2023-06-08 08:41:22,887 - yago11k_both - [INFO] - [E:69| 200]: Train Loss:0.0012878, Val MRR:0.30315, yago11k_both
2023-06-08 08:43:41,070 - yago11k_both - [INFO] - [E:69| 300]: Train Loss:0.0012871, Val MRR:0.30315, yago11k_both
2023-06-08 08:46:03,256 - yago11k_both - [INFO] - [E:69| 400]: Train Loss:0.0012868, Val MRR:0.30315, yago11k_both
2023-06-08 08:48:23,948 - yago11k_both - [INFO] - [E:69| 500]: Train Loss:0.0012864, Val MRR:0.30315, yago11k_both
2023-06-08 08:50:45,226 - yago11k_both - [INFO] - [E:69| 600]: Train Loss:0.0012864, Val MRR:0.30315, yago11k_both
2023-06-08 08:50:45,227 - yago11k_both - [INFO] - [Epoch:69]: Training Loss:0.001286
2023-06-08 08:50:45,709 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 08:51:13,575 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 08:51:40,652 - yago11k_both - [INFO] - [Evaluating Epoch 69 valid]:
MRR: Tail : 0.38295, Head : 0.22008, Avg : 0.30151
MR: Tail : 264.92, Head : 640.25, Avg : 452.58
Hit-1: Tail : 0.28119, Head : 0.17644, Avg : 0.22881
Hit-3: Tail : 0.43846, Head : 0.21353, Avg : 0.32599
Hit-10: Tail : 0.57141, Head : 0.3062, Avg : 0.4388
2023-06-08 08:51:40,653 - yago11k_both - [INFO] - [Epoch 69]: Training Loss: 0.0012864, Valid MRR: 0.30315,
2023-06-08 08:51:42,072 - yago11k_both - [INFO] - [E:70| 0]: Train Loss:0.0012876, Val MRR:0.30315, yago11k_both
2023-06-08 08:54:04,554 - yago11k_both - [INFO] - [E:70| 100]: Train Loss:0.0012811, Val MRR:0.30315, yago11k_both
2023-06-08 08:56:25,197 - yago11k_both - [INFO] - [E:70| 200]: Train Loss:0.0012791, Val MRR:0.30315, yago11k_both
2023-06-08 08:58:47,547 - yago11k_both - [INFO] - [E:70| 300]: Train Loss:0.00128, Val MRR:0.30315, yago11k_both
2023-06-08 09:01:08,057 - yago11k_both - [INFO] - [E:70| 400]: Train Loss:0.0012811, Val MRR:0.30315, yago11k_both
2023-06-08 09:03:29,522 - yago11k_both - [INFO] - [E:70| 500]: Train Loss:0.0012815, Val MRR:0.30315, yago11k_both
2023-06-08 09:05:49,558 - yago11k_both - [INFO] - [E:70| 600]: Train Loss:0.0012824, Val MRR:0.30315, yago11k_both
2023-06-08 09:05:49,559 - yago11k_both - [INFO] - [Epoch:70]: Training Loss:0.001282
2023-06-08 09:05:50,089 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 09:06:18,614 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 09:06:46,739 - yago11k_both - [INFO] - [Evaluating Epoch 70 valid]:
MRR: Tail : 0.38204, Head : 0.22024, Avg : 0.30114
2023-06-08 09:06:46,740 - yago11k_both - [INFO] - [Epoch 70]: Training Loss: 0.0012824, Valid MRR: 0.30315,
2023-06-08 09:06:48,207 - yago11k_both - [INFO] - [E:71| 0]: Train Loss:0.0013377, Val MRR:0.30315, yago11k_both
2023-06-08 09:09:09,841 - yago11k_both - [INFO] - [E:71| 100]: Train Loss:0.0012822, Val MRR:0.30315, yago11k_both
2023-06-08 09:11:30,142 - yago11k_both - [INFO] - [E:71| 200]: Train Loss:0.0012796, Val MRR:0.30315, yago11k_both
2023-06-08 09:13:34,217 - yago11k_both - [INFO] - [E:71| 300]: Train Loss:0.001279, Val MRR:0.30315, yago11k_both
2023-06-08 09:15:37,431 - yago11k_both - [INFO] - [E:71| 400]: Train Loss:0.0012809, Val MRR:0.30315, yago11k_both
2023-06-08 09:17:42,799 - yago11k_both - [INFO] - [E:71| 500]: Train Loss:0.0012811, Val MRR:0.30315, yago11k_both
2023-06-08 09:19:54,736 - yago11k_both - [INFO] - [E:71| 600]: Train Loss:0.0012796, Val MRR:0.30315, yago11k_both
2023-06-08 09:19:54,736 - yago11k_both - [INFO] - [Epoch:71]: Training Loss:0.00128
2023-06-08 09:19:55,262 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 09:20:24,126 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 09:20:52,763 - yago11k_both - [INFO] - [Evaluating Epoch 71 valid]:
MRR: Tail : 0.38762, Head : 0.22035, Avg : 0.30398
2023-06-08 09:20:53,903 - yago11k_both - [INFO] - [Epoch 71]: Training Loss: 0.0012796, Valid MRR: 0.30398,
2023-06-08 09:20:55,351 - yago11k_both - [INFO] - [E:72| 0]: Train Loss:0.00129, Val MRR:0.30398, yago11k_both
2023-06-08 09:23:17,431 - yago11k_both - [INFO] - [E:72| 100]: Train Loss:0.0012761, Val MRR:0.30398, yago11k_both
2023-06-08 09:25:41,174 - yago11k_both - [INFO] - [E:72| 200]: Train Loss:0.0012737, Val MRR:0.30398, yago11k_both
2023-06-08 09:28:03,908 - yago11k_both - [INFO] - [E:72| 300]: Train Loss:0.0012746, Val MRR:0.30398, yago11k_both
2023-06-08 09:30:26,593 - yago11k_both - [INFO] - [E:72| 400]: Train Loss:0.0012751, Val MRR:0.30398, yago11k_both
2023-06-08 09:32:50,786 - yago11k_both - [INFO] - [E:72| 500]: Train Loss:0.0012761, Val MRR:0.30398, yago11k_both
2023-06-08 09:35:12,133 - yago11k_both - [INFO] - [E:72| 600]: Train Loss:0.0012767, Val MRR:0.30398, yago11k_both
2023-06-08 09:35:12,133 - yago11k_both - [INFO] - [Epoch:72]: Training Loss:0.001277
2023-06-08 09:35:12,669 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 09:35:41,631 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 09:36:10,201 - yago11k_both - [INFO] - [Evaluating Epoch 72 valid]:
MRR: Tail : 0.38376, Head : 0.22308, Avg : 0.30342
2023-06-08 09:36:10,201 - yago11k_both - [INFO] - [Epoch 72]: Training Loss: 0.0012767, Valid MRR: 0.30398,
2023-06-08 09:36:11,661 - yago11k_both - [INFO] - [E:73| 0]: Train Loss:0.0012608, Val MRR:0.30398, yago11k_both
2023-06-08 09:38:34,233 - yago11k_both - [INFO] - [E:73| 100]: Train Loss:0.0012689, Val MRR:0.30398, yago11k_both
2023-06-08 09:40:58,776 - yago11k_both - [INFO] - [E:73| 200]: Train Loss:0.0012724, Val MRR:0.30398, yago11k_both
2023-06-08 09:43:21,231 - yago11k_both - [INFO] - [E:73| 300]: Train Loss:0.0012736, Val MRR:0.30398, yago11k_both
2023-06-08 09:45:45,188 - yago11k_both - [INFO] - [E:73| 400]: Train Loss:0.0012737, Val MRR:0.30398, yago11k_both
2023-06-08 09:48:07,501 - yago11k_both - [INFO] - [E:73| 500]: Train Loss:0.0012736, Val MRR:0.30398, yago11k_both
2023-06-08 09:50:29,024 - yago11k_both - [INFO] - [E:73| 600]: Train Loss:0.0012741, Val MRR:0.30398, yago11k_both
2023-06-08 09:50:29,025 - yago11k_both - [INFO] - [Epoch:73]: Training Loss:0.001274
2023-06-08 09:50:29,471 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 09:50:58,112 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 09:51:26,629 - yago11k_both - [INFO] - [Evaluating Epoch 73 valid]:
MRR: Tail : 0.38495, Head : 0.22347, Avg : 0.30421
2023-06-08 09:51:27,877 - yago11k_both - [INFO] - [Epoch 73]: Training Loss: 0.0012741, Valid MRR: 0.30421,
2023-06-08 09:51:29,329 - yago11k_both - [INFO] - [E:74| 0]: Train Loss:0.0012588, Val MRR:0.30421, yago11k_both
2023-06-08 09:53:53,542 - yago11k_both - [INFO] - [E:74| 100]: Train Loss:0.0012743, Val MRR:0.30421, yago11k_both
2023-06-08 09:56:16,090 - yago11k_both - [INFO] - [E:74| 200]: Train Loss:0.0012729, Val MRR:0.30421, yago11k_both
2023-06-08 09:58:38,303 - yago11k_both - [INFO] - [E:74| 300]: Train Loss:0.0012719, Val MRR:0.30421, yago11k_both
2023-06-08 10:01:02,390 - yago11k_both - [INFO] - [E:74| 400]: Train Loss:0.0012711, Val MRR:0.30421, yago11k_both
2023-06-08 10:03:24,287 - yago11k_both - [INFO] - [E:74| 500]: Train Loss:0.0012708, Val MRR:0.30421, yago11k_both
2023-06-08 10:05:47,336 - yago11k_both - [INFO] - [E:74| 600]: Train Loss:0.0012712, Val MRR:0.30421, yago11k_both
2023-06-08 10:05:47,337 - yago11k_both - [INFO] - [Epoch:74]: Training Loss:0.001271
2023-06-08 10:05:47,888 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 10:06:16,068 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 10:06:43,499 - yago11k_both - [INFO] - [Evaluating Epoch 74 valid]:
MRR: Tail : 0.38612, Head : 0.22196, Avg : 0.30404
2023-06-08 10:06:43,499 - yago11k_both - [INFO] - [Epoch 74]: Training Loss: 0.0012712, Valid MRR: 0.30421,
2023-06-08 10:06:44,919 - yago11k_both - [INFO] - [E:75| 0]: Train Loss:0.0012754, Val MRR:0.30421, yago11k_both
2023-06-08 10:09:09,041 - yago11k_both - [INFO] - [E:75| 100]: Train Loss:0.0012623, Val MRR:0.30421, yago11k_both
2023-06-08 10:11:31,347 - yago11k_both - [INFO] - [E:75| 200]: Train Loss:0.0012659, Val MRR:0.30421, yago11k_both
2023-06-08 10:13:55,623 - yago11k_both - [INFO] - [E:75| 300]: Train Loss:0.0012669, Val MRR:0.30421, yago11k_both
2023-06-08 10:16:17,989 - yago11k_both - [INFO] - [E:75| 400]: Train Loss:0.001268, Val MRR:0.30421, yago11k_both
2023-06-08 10:18:40,302 - yago11k_both - [INFO] - [E:75| 500]: Train Loss:0.0012684, Val MRR:0.30421, yago11k_both
2023-06-08 10:21:03,426 - yago11k_both - [INFO] - [E:75| 600]: Train Loss:0.0012687, Val MRR:0.30421, yago11k_both
2023-06-08 10:21:03,426 - yago11k_both - [INFO] - [Epoch:75]: Training Loss:0.001269
2023-06-08 10:21:03,955 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 10:21:32,827 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 10:22:01,292 - yago11k_both - [INFO] - [Evaluating Epoch 75 valid]:
MRR: Tail : 0.39155, Head : 0.22337, Avg : 0.30746
2023-06-08 10:22:02,509 - yago11k_both - [INFO] - [Epoch 75]: Training Loss: 0.0012687, Valid MRR: 0.30746,
2023-06-08 10:22:03,952 - yago11k_both - [INFO] - [E:76| 0]: Train Loss:0.0012586, Val MRR:0.30746, yago11k_both
2023-06-08 10:24:23,868 - yago11k_both - [INFO] - [E:76| 100]: Train Loss:0.0012638, Val MRR:0.30746, yago11k_both
2023-06-08 10:26:46,384 - yago11k_both - [INFO] - [E:76| 200]: Train Loss:0.0012621, Val MRR:0.30746, yago11k_both
2023-06-08 10:29:10,452 - yago11k_both - [INFO] - [E:76| 300]: Train Loss:0.0012641, Val MRR:0.30746, yago11k_both
2023-06-08 10:31:32,679 - yago11k_both - [INFO] - [E:76| 400]: Train Loss:0.0012633, Val MRR:0.30746, yago11k_both
2023-06-08 10:33:56,819 - yago11k_both - [INFO] - [E:76| 500]: Train Loss:0.0012652, Val MRR:0.30746, yago11k_both
2023-06-08 10:36:17,708 - yago11k_both - [INFO] - [E:76| 600]: Train Loss:0.0012653, Val MRR:0.30746, yago11k_both
2023-06-08 10:36:17,709 - yago11k_both - [INFO] - [Epoch:76]: Training Loss:0.001265
2023-06-08 10:36:18,201 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 10:36:47,111 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 10:37:15,603 - yago11k_both - [INFO] - [Evaluating Epoch 76 valid]:
MRR: Tail : 0.38713, Head : 0.22238, Avg : 0.30476
2023-06-08 10:37:15,603 - yago11k_both - [INFO] - [Epoch 76]: Training Loss: 0.0012653, Valid MRR: 0.30746,
2023-06-08 10:37:17,054 - yago11k_both - [INFO] - [E:77| 0]: Train Loss:0.0012384, Val MRR:0.30746, yago11k_both
2023-06-08 10:39:39,282 - yago11k_both - [INFO] - [E:77| 100]: Train Loss:0.0012645, Val MRR:0.30746, yago11k_both
2023-06-08 10:42:03,486 - yago11k_both - [INFO] - [E:77| 200]: Train Loss:0.0012657, Val MRR:0.30746, yago11k_both
2023-06-08 10:44:25,610 - yago11k_both - [INFO] - [E:77| 300]: Train Loss:0.0012632, Val MRR:0.30746, yago11k_both
2023-06-08 10:46:48,108 - yago11k_both - [INFO] - [E:77| 400]: Train Loss:0.001263, Val MRR:0.30746, yago11k_both
2023-06-08 10:49:12,142 - yago11k_both - [INFO] - [E:77| 500]: Train Loss:0.0012628, Val MRR:0.30746, yago11k_both
2023-06-08 10:51:33,284 - yago11k_both - [INFO] - [E:77| 600]: Train Loss:0.001263, Val MRR:0.30746, yago11k_both
2023-06-08 10:51:33,284 - yago11k_both - [INFO] - [Epoch:77]: Training Loss:0.001263
2023-06-08 10:51:33,817 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 10:52:02,780 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 10:52:31,101 - yago11k_both - [INFO] - [Evaluating Epoch 77 valid]:
MRR: Tail : 0.38781, Head : 0.22324, Avg : 0.30553
2023-06-08 10:52:31,101 - yago11k_both - [INFO] - [Epoch 77]: Training Loss: 0.001263, Valid MRR: 0.30746,
2023-06-08 10:52:32,579 - yago11k_both - [INFO] - [E:78| 0]: Train Loss:0.0012587, Val MRR:0.30746, yago11k_both
2023-06-08 10:54:49,741 - yago11k_both - [INFO] - [E:78| 100]: Train Loss:0.0012621, Val MRR:0.30746, yago11k_both
2023-06-08 10:56:54,738 - yago11k_both - [INFO] - [E:78| 200]: Train Loss:0.0012612, Val MRR:0.30746, yago11k_both
2023-06-08 10:58:58,262 - yago11k_both - [INFO] - [E:78| 300]: Train Loss:0.0012603, Val MRR:0.30746, yago11k_both
2023-06-08 11:01:02,829 - yago11k_both - [INFO] - [E:78| 400]: Train Loss:0.001259, Val MRR:0.30746, yago11k_both
2023-06-08 11:03:17,205 - yago11k_both - [INFO] - [E:78| 500]: Train Loss:0.0012592, Val MRR:0.30746, yago11k_both
2023-06-08 11:05:38,394 - yago11k_both - [INFO] - [E:78| 600]: Train Loss:0.00126, Val MRR:0.30746, yago11k_both
2023-06-08 11:05:38,394 - yago11k_both - [INFO] - [Epoch:78]: Training Loss:0.00126
2023-06-08 11:05:38,910 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 11:06:07,912 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 11:06:36,428 - yago11k_both - [INFO] - [Evaluating Epoch 78 valid]:
MRR: Tail : 0.38931, Head : 0.22264, Avg : 0.30597
2023-06-08 11:06:36,428 - yago11k_both - [INFO] - [Epoch 78]: Training Loss: 0.00126, Valid MRR: 0.30746,
2023-06-08 11:06:37,886 - yago11k_both - [INFO] - [E:79| 0]: Train Loss:0.0012157, Val MRR:0.30746, yago11k_both
2023-06-08 11:09:01,506 - yago11k_both - [INFO] - [E:79| 100]: Train Loss:0.0012562, Val MRR:0.30746, yago11k_both
2023-06-08 11:11:21,140 - yago11k_both - [INFO] - [E:79| 200]: Train Loss:0.001256, Val MRR:0.30746, yago11k_both
2023-06-08 11:13:43,118 - yago11k_both - [INFO] - [E:79| 300]: Train Loss:0.0012556, Val MRR:0.30746, yago11k_both
2023-06-08 11:16:06,953 - yago11k_both - [INFO] - [E:79| 400]: Train Loss:0.0012564, Val MRR:0.30746, yago11k_both
2023-06-08 11:18:29,215 - yago11k_both - [INFO] - [E:79| 500]: Train Loss:0.0012572, Val MRR:0.30746, yago11k_both
2023-06-08 11:20:52,314 - yago11k_both - [INFO] - [E:79| 600]: Train Loss:0.0012582, Val MRR:0.30746, yago11k_both
2023-06-08 11:20:52,315 - yago11k_both - [INFO] - [Epoch:79]: Training Loss:0.001258
2023-06-08 11:20:52,837 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 11:21:21,283 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 11:21:48,321 - yago11k_both - [INFO] - [Evaluating Epoch 79 valid]:
MRR: Tail : 0.3909, Head : 0.2246, Avg : 0.30775
MR: Tail : 304.12, Head : 657.52, Avg : 480.82
Hit-1: Tail : 0.29272, Head : 0.18144, Avg : 0.23708
Hit-3: Tail : 0.43943, Head : 0.21645, Avg : 0.32794
Hit-10: Tail : 0.58155, Head : 0.31231, Avg : 0.44693
2023-06-08 11:21:49,489 - yago11k_both - [INFO] - [Epoch 79]: Training Loss: 0.0012582, Valid MRR: 0.30775,
2023-06-08 11:21:50,885 - yago11k_both - [INFO] - [E:80| 0]: Train Loss:0.0012311, Val MRR:0.30775, yago11k_both
2023-06-08 11:24:15,297 - yago11k_both - [INFO] - [E:80| 100]: Train Loss:0.0012525, Val MRR:0.30775, yago11k_both
2023-06-08 11:26:37,421 - yago11k_both - [INFO] - [E:80| 200]: Train Loss:0.0012517, Val MRR:0.30775, yago11k_both
2023-06-08 11:29:01,064 - yago11k_both - [INFO] - [E:80| 300]: Train Loss:0.0012544, Val MRR:0.30775, yago11k_both
2023-06-08 11:31:23,224 - yago11k_both - [INFO] - [E:80| 400]: Train Loss:0.0012553, Val MRR:0.30775, yago11k_both
2023-06-08 11:33:45,326 - yago11k_both - [INFO] - [E:80| 500]: Train Loss:0.0012551, Val MRR:0.30775, yago11k_both
2023-06-08 11:36:08,175 - yago11k_both - [INFO] - [E:80| 600]: Train Loss:0.0012556, Val MRR:0.30775, yago11k_both
2023-06-08 11:36:08,176 - yago11k_both - [INFO] - [Epoch:80]: Training Loss:0.001256
2023-06-08 11:36:08,633 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 11:36:37,419 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 11:37:05,942 - yago11k_both - [INFO] - [Evaluating Epoch 80 valid]:
MRR: Tail : 0.38552, Head : 0.22465, Avg : 0.30508
2023-06-08 11:37:05,942 - yago11k_both - [INFO] - [Epoch 80]: Training Loss: 0.0012556, Valid MRR: 0.30775,
2023-06-08 11:37:07,405 - yago11k_both - [INFO] - [E:81| 0]: Train Loss:0.0012571, Val MRR:0.30775, yago11k_both
2023-06-08 11:39:29,703 - yago11k_both - [INFO] - [E:81| 100]: Train Loss:0.0012515, Val MRR:0.30775, yago11k_both
2023-06-08 11:41:51,960 - yago11k_both - [INFO] - [E:81| 200]: Train Loss:0.0012519, Val MRR:0.30775, yago11k_both
2023-06-08 11:44:15,708 - yago11k_both - [INFO] - [E:81| 300]: Train Loss:0.0012522, Val MRR:0.30775, yago11k_both
2023-06-08 11:46:37,697 - yago11k_both - [INFO] - [E:81| 400]: Train Loss:0.0012522, Val MRR:0.30775, yago11k_both
2023-06-08 11:49:01,349 - yago11k_both - [INFO] - [E:81| 500]: Train Loss:0.0012526, Val MRR:0.30775, yago11k_both
2023-06-08 11:51:22,686 - yago11k_both - [INFO] - [E:81| 600]: Train Loss:0.0012528, Val MRR:0.30775, yago11k_both
2023-06-08 11:51:22,686 - yago11k_both - [INFO] - [Epoch:81]: Training Loss:0.001253
2023-06-08 11:51:23,205 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 11:51:52,021 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 11:52:20,292 - yago11k_both - [INFO] - [Evaluating Epoch 81 valid]:
MRR: Tail : 0.38942, Head : 0.22444, Avg : 0.30693
2023-06-08 11:52:20,292 - yago11k_both - [INFO] - [Epoch 81]: Training Loss: 0.0012528, Valid MRR: 0.30775,
2023-06-08 11:52:21,745 - yago11k_both - [INFO] - [E:82| 0]: Train Loss:0.0012708, Val MRR:0.30775, yago11k_both
2023-06-08 11:54:43,718 - yago11k_both - [INFO] - [E:82| 100]: Train Loss:0.001247, Val MRR:0.30775, yago11k_both
2023-06-08 11:57:05,644 - yago11k_both - [INFO] - [E:82| 200]: Train Loss:0.0012485, Val MRR:0.30775, yago11k_both
2023-06-08 11:59:25,843 - yago11k_both - [INFO] - [E:82| 300]: Train Loss:0.0012496, Val MRR:0.30775, yago11k_both
2023-06-08 12:01:46,579 - yago11k_both - [INFO] - [E:82| 400]: Train Loss:0.0012501, Val MRR:0.30775, yago11k_both
2023-06-08 12:04:07,975 - yago11k_both - [INFO] - [E:82| 500]: Train Loss:0.0012512, Val MRR:0.30775, yago11k_both
2023-06-08 12:06:27,248 - yago11k_both - [INFO] - [E:82| 600]: Train Loss:0.001251, Val MRR:0.30775, yago11k_both
2023-06-08 12:06:27,248 - yago11k_both - [INFO] - [Epoch:82]: Training Loss:0.001251
2023-06-08 12:06:27,782 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 12:06:56,348 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 12:07:24,284 - yago11k_both - [INFO] - [Evaluating Epoch 82 valid]:
MRR: Tail : 0.38967, Head : 0.22482, Avg : 0.30724
2023-06-08 12:07:24,285 - yago11k_both - [INFO] - [Epoch 82]: Training Loss: 0.001251, Valid MRR: 0.30775,
2023-06-08 12:07:25,726 - yago11k_both - [INFO] - [E:83| 0]: Train Loss:0.0012854, Val MRR:0.30775, yago11k_both
2023-06-08 12:09:47,240 - yago11k_both - [INFO] - [E:83| 100]: Train Loss:0.0012484, Val MRR:0.30775, yago11k_both
2023-06-08 12:12:08,100 - yago11k_both - [INFO] - [E:83| 200]: Train Loss:0.0012471, Val MRR:0.30775, yago11k_both
2023-06-08 12:14:28,142 - yago11k_both - [INFO] - [E:83| 300]: Train Loss:0.0012457, Val MRR:0.30775, yago11k_both
2023-06-08 12:16:50,386 - yago11k_both - [INFO] - [E:83| 400]: Train Loss:0.0012468, Val MRR:0.30775, yago11k_both
2023-06-08 12:19:01,250 - yago11k_both - [INFO] - [E:83| 500]: Train Loss:0.0012479, Val MRR:0.30775, yago11k_both
2023-06-08 12:21:21,141 - yago11k_both - [INFO] - [E:83| 600]: Train Loss:0.0012484, Val MRR:0.30775, yago11k_both
2023-06-08 12:21:21,141 - yago11k_both - [INFO] - [Epoch:83]: Training Loss:0.001248
2023-06-08 12:21:21,633 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 12:21:50,228 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 12:22:18,312 - yago11k_both - [INFO] - [Evaluating Epoch 83 valid]:
MRR: Tail : 0.39523, Head : 0.22374, Avg : 0.30948
2023-06-08 12:22:19,579 - yago11k_both - [INFO] - [Epoch 83]: Training Loss: 0.0012484, Valid MRR: 0.30948,
2023-06-08 12:22:21,008 - yago11k_both - [INFO] - [E:84| 0]: Train Loss:0.0012143, Val MRR:0.30948, yago11k_both
2023-06-08 12:24:39,674 - yago11k_both - [INFO] - [E:84| 100]: Train Loss:0.0012417, Val MRR:0.30948, yago11k_both
2023-06-08 12:27:01,835 - yago11k_both - [INFO] - [E:84| 200]: Train Loss:0.0012431, Val MRR:0.30948, yago11k_both
2023-06-08 12:29:22,330 - yago11k_both - [INFO] - [E:84| 300]: Train Loss:0.0012435, Val MRR:0.30948, yago11k_both
2023-06-08 12:31:42,507 - yago11k_both - [INFO] - [E:84| 400]: Train Loss:0.0012456, Val MRR:0.30948, yago11k_both
2023-06-08 12:34:04,347 - yago11k_both - [INFO] - [E:84| 500]: Train Loss:0.0012456, Val MRR:0.30948, yago11k_both
2023-06-08 12:36:23,893 - yago11k_both - [INFO] - [E:84| 600]: Train Loss:0.0012466, Val MRR:0.30948, yago11k_both
2023-06-08 12:36:23,894 - yago11k_both - [INFO] - [Epoch:84]: Training Loss:0.001247
2023-06-08 12:36:24,386 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 12:36:52,983 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 12:37:21,253 - yago11k_both - [INFO] - [Evaluating Epoch 84 valid]:
MRR: Tail : 0.39091, Head : 0.22492, Avg : 0.30791
2023-06-08 12:37:21,253 - yago11k_both - [INFO] - [Epoch 84]: Training Loss: 0.0012466, Valid MRR: 0.30948,
2023-06-08 12:37:22,675 - yago11k_both - [INFO] - [E:85| 0]: Train Loss:0.0012598, Val MRR:0.30948, yago11k_both
2023-06-08 12:39:27,376 - yago11k_both - [INFO] - [E:85| 100]: Train Loss:0.0012426, Val MRR:0.30948, yago11k_both
2023-06-08 12:41:32,448 - yago11k_both - [INFO] - [E:85| 200]: Train Loss:0.0012424, Val MRR:0.30948, yago11k_both
2023-06-08 12:43:36,248 - yago11k_both - [INFO] - [E:85| 300]: Train Loss:0.0012431, Val MRR:0.30948, yago11k_both
2023-06-08 12:45:46,227 - yago11k_both - [INFO] - [E:85| 400]: Train Loss:0.0012436, Val MRR:0.30948, yago11k_both
2023-06-08 12:48:06,722 - yago11k_both - [INFO] - [E:85| 500]: Train Loss:0.0012441, Val MRR:0.30948, yago11k_both
2023-06-08 12:50:26,606 - yago11k_both - [INFO] - [E:85| 600]: Train Loss:0.0012446, Val MRR:0.30948, yago11k_both
2023-06-08 12:50:26,607 - yago11k_both - [INFO] - [Epoch:85]: Training Loss:0.001245
2023-06-08 12:50:27,092 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 12:50:54,974 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 12:51:23,171 - yago11k_both - [INFO] - [Evaluating Epoch 85 valid]:
MRR: Tail : 0.38863, Head : 0.22506, Avg : 0.30684
2023-06-08 12:51:23,171 - yago11k_both - [INFO] - [Epoch 85]: Training Loss: 0.0012446, Valid MRR: 0.30948,
2023-06-08 12:51:24,540 - yago11k_both - [INFO] - [E:86| 0]: Train Loss:0.0012665, Val MRR:0.30948, yago11k_both
2023-06-08 12:53:46,318 - yago11k_both - [INFO] - [E:86| 100]: Train Loss:0.0012391, Val MRR:0.30948, yago11k_both
2023-06-08 12:56:06,631 - yago11k_both - [INFO] - [E:86| 200]: Train Loss:0.0012409, Val MRR:0.30948, yago11k_both
2023-06-08 12:58:28,124 - yago11k_both - [INFO] - [E:86| 300]: Train Loss:0.0012412, Val MRR:0.30948, yago11k_both
2023-06-08 13:00:49,050 - yago11k_both - [INFO] - [E:86| 400]: Train Loss:0.0012425, Val MRR:0.30948, yago11k_both
2023-06-08 13:03:09,174 - yago11k_both - [INFO] - [E:86| 500]: Train Loss:0.0012424, Val MRR:0.30948, yago11k_both
2023-06-08 13:05:30,192 - yago11k_both - [INFO] - [E:86| 600]: Train Loss:0.0012425, Val MRR:0.30948, yago11k_both
2023-06-08 13:05:30,193 - yago11k_both - [INFO] - [Epoch:86]: Training Loss:0.001243
2023-06-08 13:05:30,703 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 13:05:59,013 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 13:06:27,057 - yago11k_both - [INFO] - [Evaluating Epoch 86 valid]:
MRR: Tail : 0.39393, Head : 0.22597, Avg : 0.30995
2023-06-08 13:06:28,275 - yago11k_both - [INFO] - [Epoch 86]: Training Loss: 0.0012425, Valid MRR: 0.30995,
2023-06-08 13:06:29,629 - yago11k_both - [INFO] - [E:87| 0]: Train Loss:0.0012195, Val MRR:0.30995, yago11k_both
2023-06-08 13:08:50,080 - yago11k_both - [INFO] - [E:87| 100]: Train Loss:0.0012394, Val MRR:0.30995, yago11k_both
2023-06-08 13:11:10,318 - yago11k_both - [INFO] - [E:87| 200]: Train Loss:0.0012373, Val MRR:0.30995, yago11k_both
2023-06-08 13:13:32,427 - yago11k_both - [INFO] - [E:87| 300]: Train Loss:0.0012381, Val MRR:0.30995, yago11k_both
2023-06-08 13:15:52,739 - yago11k_both - [INFO] - [E:87| 400]: Train Loss:0.0012386, Val MRR:0.30995, yago11k_both
2023-06-08 13:18:15,057 - yago11k_both - [INFO] - [E:87| 500]: Train Loss:0.0012394, Val MRR:0.30995, yago11k_both
2023-06-08 13:20:34,255 - yago11k_both - [INFO] - [E:87| 600]: Train Loss:0.0012401, Val MRR:0.30995, yago11k_both
2023-06-08 13:20:34,256 - yago11k_both - [INFO] - [Epoch:87]: Training Loss:0.00124
2023-06-08 13:20:34,784 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 13:21:03,352 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 13:21:31,618 - yago11k_both - [INFO] - [Evaluating Epoch 87 valid]:
MRR: Tail : 0.3923, Head : 0.22652, Avg : 0.30941
2023-06-08 13:21:31,618 - yago11k_both - [INFO] - [Epoch 87]: Training Loss: 0.0012401, Valid MRR: 0.30995,
2023-06-08 13:21:33,066 - yago11k_both - [INFO] - [E:88| 0]: Train Loss:0.0012184, Val MRR:0.30995, yago11k_both
2023-06-08 13:23:52,821 - yago11k_both - [INFO] - [E:88| 100]: Train Loss:0.0012346, Val MRR:0.30995, yago11k_both
2023-06-08 13:26:14,684 - yago11k_both - [INFO] - [E:88| 200]: Train Loss:0.001234, Val MRR:0.30995, yago11k_both
2023-06-08 13:28:34,859 - yago11k_both - [INFO] - [E:88| 300]: Train Loss:0.0012351, Val MRR:0.30995, yago11k_both
2023-06-08 13:30:56,950 - yago11k_both - [INFO] - [E:88| 400]: Train Loss:0.0012356, Val MRR:0.30995, yago11k_both
2023-06-08 13:33:17,202 - yago11k_both - [INFO] - [E:88| 500]: Train Loss:0.0012359, Val MRR:0.30995, yago11k_both
2023-06-08 13:35:36,468 - yago11k_both - [INFO] - [E:88| 600]: Train Loss:0.0012377, Val MRR:0.30995, yago11k_both
2023-06-08 13:35:36,469 - yago11k_both - [INFO] - [Epoch:88]: Training Loss:0.001238
2023-06-08 13:35:36,958 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 13:36:05,486 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 13:36:33,525 - yago11k_both - [INFO] - [Evaluating Epoch 88 valid]:
MRR: Tail : 0.39082, Head : 0.22694, Avg : 0.30888
2023-06-08 13:36:33,526 - yago11k_both - [INFO] - [Epoch 88]: Training Loss: 0.0012377, Valid MRR: 0.30995,
2023-06-08 13:36:34,927 - yago11k_both - [INFO] - [E:89| 0]: Train Loss:0.0012256, Val MRR:0.30995, yago11k_both
2023-06-08 13:38:56,767 - yago11k_both - [INFO] - [E:89| 100]: Train Loss:0.0012296, Val MRR:0.30995, yago11k_both
2023-06-08 13:41:16,761 - yago11k_both - [INFO] - [E:89| 200]: Train Loss:0.0012323, Val MRR:0.30995, yago11k_both
2023-06-08 13:43:37,580 - yago11k_both - [INFO] - [E:89| 300]: Train Loss:0.0012338, Val MRR:0.30995, yago11k_both
2023-06-08 13:45:57,155 - yago11k_both - [INFO] - [E:89| 400]: Train Loss:0.0012349, Val MRR:0.30995, yago11k_both
2023-06-08 13:48:17,577 - yago11k_both - [INFO] - [E:89| 500]: Train Loss:0.0012355, Val MRR:0.30995, yago11k_both
2023-06-08 13:50:38,582 - yago11k_both - [INFO] - [E:89| 600]: Train Loss:0.0012363, Val MRR:0.30995, yago11k_both
2023-06-08 13:50:38,583 - yago11k_both - [INFO] - [Epoch:89]: Training Loss:0.001236
2023-06-08 13:50:39,112 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 13:51:07,417 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 13:51:35,138 - yago11k_both - [INFO] - [Evaluating Epoch 89 valid]:
MRR: Tail : 0.39052, Head : 0.22641, Avg : 0.30847
MR: Tail : 326.99, Head : 673.93, Avg : 500.46
Hit-1: Tail : 0.29105, Head : 0.18255, Avg : 0.2368
Hit-3: Tail : 0.44318, Head : 0.21756, Avg : 0.33037
Hit-10: Tail : 0.57808, Head : 0.3155, Avg : 0.44679
2023-06-08 13:51:35,138 - yago11k_both - [INFO] - [Epoch 89]: Training Loss: 0.0012363, Valid MRR: 0.30995,
2023-06-08 13:51:36,466 - yago11k_both - [INFO] - [E:90| 0]: Train Loss:0.0012032, Val MRR:0.30995, yago11k_both
2023-06-08 13:53:57,470 - yago11k_both - [INFO] - [E:90| 100]: Train Loss:0.0012309, Val MRR:0.30995, yago11k_both
2023-06-08 13:56:17,730 - yago11k_both - [INFO] - [E:90| 200]: Train Loss:0.001232, Val MRR:0.30995, yago11k_both
2023-06-08 13:58:39,628 - yago11k_both - [INFO] - [E:90| 300]: Train Loss:0.0012331, Val MRR:0.30995, yago11k_both
2023-06-08 14:00:59,596 - yago11k_both - [INFO] - [E:90| 400]: Train Loss:0.0012342, Val MRR:0.30995, yago11k_both
2023-06-08 14:03:21,106 - yago11k_both - [INFO] - [E:90| 500]: Train Loss:0.0012348, Val MRR:0.30995, yago11k_both
2023-06-08 14:05:40,669 - yago11k_both - [INFO] - [E:90| 600]: Train Loss:0.0012344, Val MRR:0.30995, yago11k_both
2023-06-08 14:05:40,670 - yago11k_both - [INFO] - [Epoch:90]: Training Loss:0.001234
2023-06-08 14:05:41,199 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 14:06:09,695 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 14:06:37,692 - yago11k_both - [INFO] - [Evaluating Epoch 90 valid]:
MRR: Tail : 0.38807, Head : 0.22703, Avg : 0.30755
2023-06-08 14:06:37,692 - yago11k_both - [INFO] - [Epoch 90]: Training Loss: 0.0012344, Valid MRR: 0.30995,
2023-06-08 14:06:39,123 - yago11k_both - [INFO] - [E:91| 0]: Train Loss:0.0012487, Val MRR:0.30995, yago11k_both
2023-06-08 14:08:59,008 - yago11k_both - [INFO] - [E:91| 100]: Train Loss:0.0012307, Val MRR:0.30995, yago11k_both
2023-06-08 14:11:20,744 - yago11k_both - [INFO] - [E:91| 200]: Train Loss:0.0012333, Val MRR:0.30995, yago11k_both
2023-06-08 14:13:37,844 - yago11k_both - [INFO] - [E:91| 300]: Train Loss:0.0012326, Val MRR:0.30995, yago11k_both
2023-06-08 14:15:56,750 - yago11k_both - [INFO] - [E:91| 400]: Train Loss:0.0012316, Val MRR:0.30995, yago11k_both
2023-06-08 14:18:13,664 - yago11k_both - [INFO] - [E:91| 500]: Train Loss:0.0012322, Val MRR:0.30995, yago11k_both
2023-06-08 14:20:31,917 - yago11k_both - [INFO] - [E:91| 600]: Train Loss:0.0012325, Val MRR:0.30995, yago11k_both
2023-06-08 14:20:31,917 - yago11k_both - [INFO] - [Epoch:91]: Training Loss:0.001233
2023-06-08 14:20:32,399 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 14:20:58,684 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 14:21:25,842 - yago11k_both - [INFO] - [Evaluating Epoch 91 valid]:
MRR: Tail : 0.39203, Head : 0.22682, Avg : 0.30943
2023-06-08 14:21:25,842 - yago11k_both - [INFO] - [Epoch 91]: Training Loss: 0.0012325, Valid MRR: 0.30995,
2023-06-08 14:21:27,273 - yago11k_both - [INFO] - [E:92| 0]: Train Loss:0.0012154, Val MRR:0.30995, yago11k_both
2023-06-08 14:23:30,221 - yago11k_both - [INFO] - [E:92| 100]: Train Loss:0.0012283, Val MRR:0.30995, yago11k_both
2023-06-08 14:25:26,419 - yago11k_both - [INFO] - [E:92| 200]: Train Loss:0.0012292, Val MRR:0.30995, yago11k_both
2023-06-08 14:27:28,640 - yago11k_both - [INFO] - [E:92| 300]: Train Loss:0.0012302, Val MRR:0.30995, yago11k_both
2023-06-08 14:29:29,766 - yago11k_both - [INFO] - [E:92| 400]: Train Loss:0.0012302, Val MRR:0.30995, yago11k_both
2023-06-08 14:31:49,289 - yago11k_both - [INFO] - [E:92| 500]: Train Loss:0.0012303, Val MRR:0.30995, yago11k_both
2023-06-08 14:34:05,580 - yago11k_both - [INFO] - [E:92| 600]: Train Loss:0.0012303, Val MRR:0.30995, yago11k_both
2023-06-08 14:34:05,582 - yago11k_both - [INFO] - [Epoch:92]: Training Loss:0.00123
2023-06-08 14:34:06,036 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 14:34:33,902 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 14:35:01,023 - yago11k_both - [INFO] - [Evaluating Epoch 92 valid]:
MRR: Tail : 0.39046, Head : 0.22821, Avg : 0.30933
2023-06-08 14:35:01,023 - yago11k_both - [INFO] - [Epoch 92]: Training Loss: 0.0012303, Valid MRR: 0.30995,
2023-06-08 14:35:02,451 - yago11k_both - [INFO] - [E:93| 0]: Train Loss:0.0012263, Val MRR:0.30995, yago11k_both
2023-06-08 14:37:19,620 - yago11k_both - [INFO] - [E:93| 100]: Train Loss:0.0012283, Val MRR:0.30995, yago11k_both
2023-06-08 14:39:38,405 - yago11k_both - [INFO] - [E:93| 200]: Train Loss:0.0012252, Val MRR:0.30995, yago11k_both
2023-06-08 14:41:54,573 - yago11k_both - [INFO] - [E:93| 300]: Train Loss:0.0012262, Val MRR:0.30995, yago11k_both
2023-06-08 14:44:13,396 - yago11k_both - [INFO] - [E:93| 400]: Train Loss:0.0012281, Val MRR:0.30995, yago11k_both
2023-06-08 14:46:30,623 - yago11k_both - [INFO] - [E:93| 500]: Train Loss:0.0012293, Val MRR:0.30995, yago11k_both
2023-06-08 14:48:47,885 - yago11k_both - [INFO] - [E:93| 600]: Train Loss:0.0012293, Val MRR:0.30995, yago11k_both
2023-06-08 14:48:47,886 - yago11k_both - [INFO] - [Epoch:93]: Training Loss:0.001229
2023-06-08 14:48:48,402 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 14:49:15,182 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 14:49:41,300 - yago11k_both - [INFO] - [Evaluating Epoch 93 valid]:
MRR: Tail : 0.38945, Head : 0.22682, Avg : 0.30814
2023-06-08 14:49:41,300 - yago11k_both - [INFO] - [Epoch 93]: Training Loss: 0.0012293, Valid MRR: 0.30995,
2023-06-08 14:49:42,698 - yago11k_both - [INFO] - [E:94| 0]: Train Loss:0.0011981, Val MRR:0.30995, yago11k_both
2023-06-08 14:52:00,568 - yago11k_both - [INFO] - [E:94| 100]: Train Loss:0.0012241, Val MRR:0.30995, yago11k_both
2023-06-08 14:54:17,424 - yago11k_both - [INFO] - [E:94| 200]: Train Loss:0.0012265, Val MRR:0.30995, yago11k_both
2023-06-08 14:56:35,880 - yago11k_both - [INFO] - [E:94| 300]: Train Loss:0.0012262, Val MRR:0.30995, yago11k_both
2023-06-08 14:58:53,422 - yago11k_both - [INFO] - [E:94| 400]: Train Loss:0.001227, Val MRR:0.30995, yago11k_both
2023-06-08 15:01:14,293 - yago11k_both - [INFO] - [E:94| 500]: Train Loss:0.0012278, Val MRR:0.30995, yago11k_both
2023-06-08 15:03:33,477 - yago11k_both - [INFO] - [E:94| 600]: Train Loss:0.0012275, Val MRR:0.30995, yago11k_both
2023-06-08 15:03:33,477 - yago11k_both - [INFO] - [Epoch:94]: Training Loss:0.001227
2023-06-08 15:03:33,984 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 15:04:02,498 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 15:04:30,503 - yago11k_both - [INFO] - [Evaluating Epoch 94 valid]:
MRR: Tail : 0.39122, Head : 0.22678, Avg : 0.309
2023-06-08 15:04:30,504 - yago11k_both - [INFO] - [Epoch 94]: Training Loss: 0.0012275, Valid MRR: 0.30995,
2023-06-08 15:04:31,969 - yago11k_both - [INFO] - [E:95| 0]: Train Loss:0.001184, Val MRR:0.30995, yago11k_both
2023-06-08 15:06:52,105 - yago11k_both - [INFO] - [E:95| 100]: Train Loss:0.0012207, Val MRR:0.30995, yago11k_both
2023-06-08 15:09:13,961 - yago11k_both - [INFO] - [E:95| 200]: Train Loss:0.0012213, Val MRR:0.30995, yago11k_both
2023-06-08 15:11:33,689 - yago11k_both - [INFO] - [E:95| 300]: Train Loss:0.0012222, Val MRR:0.30995, yago11k_both
2023-06-08 15:13:53,923 - yago11k_both - [INFO] - [E:95| 400]: Train Loss:0.0012238, Val MRR:0.30995, yago11k_both
2023-06-08 15:16:09,753 - yago11k_both - [INFO] - [E:95| 500]: Train Loss:0.0012248, Val MRR:0.30995, yago11k_both
2023-06-08 15:18:24,991 - yago11k_both - [INFO] - [E:95| 600]: Train Loss:0.0012255, Val MRR:0.30995, yago11k_both
2023-06-08 15:18:24,992 - yago11k_both - [INFO] - [Epoch:95]: Training Loss:0.001226
2023-06-08 15:18:25,468 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 15:18:52,114 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 15:19:19,226 - yago11k_both - [INFO] - [Evaluating Epoch 95 valid]:
MRR: Tail : 0.39679, Head : 0.22703, Avg : 0.31191
2023-06-08 15:19:20,388 - yago11k_both - [INFO] - [Epoch 95]: Training Loss: 0.0012255, Valid MRR: 0.31191,
2023-06-08 15:19:21,762 - yago11k_both - [INFO] - [E:96| 0]: Train Loss:0.0012285, Val MRR:0.31191, yago11k_both
2023-06-08 15:21:38,832 - yago11k_both - [INFO] - [E:96| 100]: Train Loss:0.0012201, Val MRR:0.31191, yago11k_both
2023-06-08 15:23:54,100 - yago11k_both - [INFO] - [E:96| 200]: Train Loss:0.0012209, Val MRR:0.31191, yago11k_both
2023-06-08 15:26:09,438 - yago11k_both - [INFO] - [E:96| 300]: Train Loss:0.0012211, Val MRR:0.31191, yago11k_both
2023-06-08 15:28:22,889 - yago11k_both - [INFO] - [E:96| 400]: Train Loss:0.0012231, Val MRR:0.31191, yago11k_both
2023-06-08 15:30:37,554 - yago11k_both - [INFO] - [E:96| 500]: Train Loss:0.0012241, Val MRR:0.31191, yago11k_both
2023-06-08 15:32:52,638 - yago11k_both - [INFO] - [E:96| 600]: Train Loss:0.0012243, Val MRR:0.31191, yago11k_both
2023-06-08 15:32:52,639 - yago11k_both - [INFO] - [Epoch:96]: Training Loss:0.001224
2023-06-08 15:32:53,129 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 15:33:19,646 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 15:33:46,485 - yago11k_both - [INFO] - [Evaluating Epoch 96 valid]:
MRR: Tail : 0.39133, Head : 0.22575, Avg : 0.30854
2023-06-08 15:33:46,485 - yago11k_both - [INFO] - [Epoch 96]: Training Loss: 0.0012243, Valid MRR: 0.31191,
2023-06-08 15:33:47,922 - yago11k_both - [INFO] - [E:97| 0]: Train Loss:0.0011991, Val MRR:0.31191, yago11k_both
2023-06-08 15:36:00,433 - yago11k_both - [INFO] - [E:97| 100]: Train Loss:0.0012233, Val MRR:0.31191, yago11k_both
2023-06-08 15:38:16,136 - yago11k_both - [INFO] - [E:97| 200]: Train Loss:0.0012218, Val MRR:0.31191, yago11k_both
2023-06-08 15:40:30,360 - yago11k_both - [INFO] - [E:97| 300]: Train Loss:0.0012216, Val MRR:0.31191, yago11k_both
2023-06-08 15:42:44,512 - yago11k_both - [INFO] - [E:97| 400]: Train Loss:0.0012221, Val MRR:0.31191, yago11k_both
2023-06-08 15:44:59,949 - yago11k_both - [INFO] - [E:97| 500]: Train Loss:0.0012218, Val MRR:0.31191, yago11k_both
2023-06-08 15:47:18,426 - yago11k_both - [INFO] - [E:97| 600]: Train Loss:0.001222, Val MRR:0.31191, yago11k_both
2023-06-08 15:47:18,427 - yago11k_both - [INFO] - [Epoch:97]: Training Loss:0.001222
2023-06-08 15:47:18,922 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 15:47:47,394 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 15:48:15,473 - yago11k_both - [INFO] - [Evaluating Epoch 97 valid]:
MRR: Tail : 0.39274, Head : 0.22751, Avg : 0.31013
2023-06-08 15:48:15,474 - yago11k_both - [INFO] - [Epoch 97]: Training Loss: 0.001222, Valid MRR: 0.31191,
2023-06-08 15:48:16,910 - yago11k_both - [INFO] - [E:98| 0]: Train Loss:0.0012346, Val MRR:0.31191, yago11k_both
2023-06-08 15:50:37,379 - yago11k_both - [INFO] - [E:98| 100]: Train Loss:0.0012219, Val MRR:0.31191, yago11k_both
2023-06-08 15:52:59,033 - yago11k_both - [INFO] - [E:98| 200]: Train Loss:0.0012192, Val MRR:0.31191, yago11k_both
2023-06-08 15:55:19,146 - yago11k_both - [INFO] - [E:98| 300]: Train Loss:0.0012196, Val MRR:0.31191, yago11k_both
2023-06-08 15:57:41,020 - yago11k_both - [INFO] - [E:98| 400]: Train Loss:0.0012194, Val MRR:0.31191, yago11k_both
2023-06-08 16:00:01,024 - yago11k_both - [INFO] - [E:98| 500]: Train Loss:0.0012204, Val MRR:0.31191, yago11k_both
2023-06-08 16:02:21,732 - yago11k_both - [INFO] - [E:98| 600]: Train Loss:0.0012206, Val MRR:0.31191, yago11k_both
2023-06-08 16:02:21,733 - yago11k_both - [INFO] - [Epoch:98]: Training Loss:0.001221
2023-06-08 16:02:22,258 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 16:02:47,186 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 16:03:14,045 - yago11k_both - [INFO] - [Evaluating Epoch 98 valid]:
MRR: Tail : 0.40045, Head : 0.22669, Avg : 0.31357
2023-06-08 16:03:15,198 - yago11k_both - [INFO] - [Epoch 98]: Training Loss: 0.0012206, Valid MRR: 0.31357,
2023-06-08 16:03:16,584 - yago11k_both - [INFO] - [E:99| 0]: Train Loss:0.0012259, Val MRR:0.31357, yago11k_both
2023-06-08 16:05:33,182 - yago11k_both - [INFO] - [E:99| 100]: Train Loss:0.0012222, Val MRR:0.31357, yago11k_both
2023-06-08 16:07:47,156 - yago11k_both - [INFO] - [E:99| 200]: Train Loss:0.0012181, Val MRR:0.31357, yago11k_both
2023-06-08 16:09:55,290 - yago11k_both - [INFO] - [E:99| 300]: Train Loss:0.0012189, Val MRR:0.31357, yago11k_both
2023-06-08 16:11:57,944 - yago11k_both - [INFO] - [E:99| 400]: Train Loss:0.0012196, Val MRR:0.31357, yago11k_both
2023-06-08 16:13:59,616 - yago11k_both - [INFO] - [E:99| 500]: Train Loss:0.0012202, Val MRR:0.31357, yago11k_both
2023-06-08 16:16:03,379 - yago11k_both - [INFO] - [E:99| 600]: Train Loss:0.0012202, Val MRR:0.31357, yago11k_both
2023-06-08 16:16:03,379 - yago11k_both - [INFO] - [Epoch:99]: Training Loss:0.00122
2023-06-08 16:16:03,851 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 16:16:29,026 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 16:16:54,291 - yago11k_both - [INFO] - [Evaluating Epoch 99 valid]:
MRR: Tail : 0.40058, Head : 0.22662, Avg : 0.3136
MR: Tail : 320.92, Head : 690.84, Avg : 505.88
Hit-1: Tail : 0.30647, Head : 0.18172, Avg : 0.2441
Hit-3: Tail : 0.44443, Head : 0.22256, Avg : 0.3335
Hit-10: Tail : 0.58433, Head : 0.3137, Avg : 0.44901
2023-06-08 16:16:55,406 - yago11k_both - [INFO] - [Epoch 99]: Training Loss: 0.0012202, Valid MRR: 0.3136,
2023-06-08 16:16:56,557 - yago11k_both - [INFO] - [E:100| 0]: Train Loss:0.0012279, Val MRR:0.3136, yago11k_both
2023-06-08 16:19:11,489 - yago11k_both - [INFO] - [E:100| 100]: Train Loss:0.0012168, Val MRR:0.3136, yago11k_both
2023-06-08 16:21:25,345 - yago11k_both - [INFO] - [E:100| 200]: Train Loss:0.0012174, Val MRR:0.3136, yago11k_both
2023-06-08 16:23:41,367 - yago11k_both - [INFO] - [E:100| 300]: Train Loss:0.0012177, Val MRR:0.3136, yago11k_both
2023-06-08 16:25:55,299 - yago11k_both - [INFO] - [E:100| 400]: Train Loss:0.0012174, Val MRR:0.3136, yago11k_both
2023-06-08 16:28:10,755 - yago11k_both - [INFO] - [E:100| 500]: Train Loss:0.0012179, Val MRR:0.3136, yago11k_both
2023-06-08 16:30:23,770 - yago11k_both - [INFO] - [E:100| 600]: Train Loss:0.0012177, Val MRR:0.3136, yago11k_both
2023-06-08 16:30:23,771 - yago11k_both - [INFO] - [Epoch:100]: Training Loss:0.001218
2023-06-08 16:30:24,251 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 16:30:50,766 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 16:31:17,938 - yago11k_both - [INFO] - [Evaluating Epoch 100 valid]:
MRR: Tail : 0.39727, Head : 0.22792, Avg : 0.3126
2023-06-08 16:31:17,938 - yago11k_both - [INFO] - [Epoch 100]: Training Loss: 0.0012177, Valid MRR: 0.3136,
2023-06-08 16:31:19,335 - yago11k_both - [INFO] - [E:101| 0]: Train Loss:0.0012128, Val MRR:0.3136, yago11k_both
2023-06-08 16:33:35,329 - yago11k_both - [INFO] - [E:101| 100]: Train Loss:0.0012145, Val MRR:0.3136, yago11k_both
2023-06-08 16:35:51,451 - yago11k_both - [INFO] - [E:101| 200]: Train Loss:0.0012151, Val MRR:0.3136, yago11k_both
2023-06-08 16:38:08,791 - yago11k_both - [INFO] - [E:101| 300]: Train Loss:0.0012146, Val MRR:0.3136, yago11k_both
2023-06-08 16:40:31,511 - yago11k_both - [INFO] - [E:101| 400]: Train Loss:0.0012154, Val MRR:0.3136, yago11k_both
2023-06-08 16:42:55,043 - yago11k_both - [INFO] - [E:101| 500]: Train Loss:0.0012158, Val MRR:0.3136, yago11k_both
2023-06-08 16:45:16,401 - yago11k_both - [INFO] - [E:101| 600]: Train Loss:0.0012159, Val MRR:0.3136, yago11k_both
2023-06-08 16:45:16,401 - yago11k_both - [INFO] - [Epoch:101]: Training Loss:0.001216
2023-06-08 16:45:16,907 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 16:45:45,676 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 16:46:14,120 - yago11k_both - [INFO] - [Evaluating Epoch 101 valid]:
MRR: Tail : 0.39003, Head : 0.22841, Avg : 0.30922
2023-06-08 16:46:14,120 - yago11k_both - [INFO] - [Epoch 101]: Training Loss: 0.0012159, Valid MRR: 0.3136,
2023-06-08 16:46:15,531 - yago11k_both - [INFO] - [E:102| 0]: Train Loss:0.0012215, Val MRR:0.3136, yago11k_both
2023-06-08 16:48:37,633 - yago11k_both - [INFO] - [E:102| 100]: Train Loss:0.0012113, Val MRR:0.3136, yago11k_both
2023-06-08 16:51:01,408 - yago11k_both - [INFO] - [E:102| 200]: Train Loss:0.0012133, Val MRR:0.3136, yago11k_both
2023-06-08 16:53:23,877 - yago11k_both - [INFO] - [E:102| 300]: Train Loss:0.0012144, Val MRR:0.3136, yago11k_both
2023-06-08 16:55:47,254 - yago11k_both - [INFO] - [E:102| 400]: Train Loss:0.0012139, Val MRR:0.3136, yago11k_both
2023-06-08 16:58:09,062 - yago11k_both - [INFO] - [E:102| 500]: Train Loss:0.0012139, Val MRR:0.3136, yago11k_both
2023-06-08 17:00:30,361 - yago11k_both - [INFO] - [E:102| 600]: Train Loss:0.0012149, Val MRR:0.3136, yago11k_both
2023-06-08 17:00:30,361 - yago11k_both - [INFO] - [Epoch:102]: Training Loss:0.001215
2023-06-08 17:00:30,859 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 17:00:59,258 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 17:01:27,636 - yago11k_both - [INFO] - [Evaluating Epoch 102 valid]:
MRR: Tail : 0.38966, Head : 0.22794, Avg : 0.3088
2023-06-08 17:01:27,636 - yago11k_both - [INFO] - [Epoch 102]: Training Loss: 0.0012149, Valid MRR: 0.3136,
2023-06-08 17:01:29,085 - yago11k_both - [INFO] - [E:103| 0]: Train Loss:0.0012384, Val MRR:0.3136, yago11k_both
2023-06-08 17:03:52,413 - yago11k_both - [INFO] - [E:103| 100]: Train Loss:0.0012126, Val MRR:0.3136, yago11k_both
2023-06-08 17:06:14,365 - yago11k_both - [INFO] - [E:103| 200]: Train Loss:0.001212, Val MRR:0.3136, yago11k_both
2023-06-08 17:08:36,673 - yago11k_both - [INFO] - [E:103| 300]: Train Loss:0.0012126, Val MRR:0.3136, yago11k_both
2023-06-08 17:11:00,635 - yago11k_both - [INFO] - [E:103| 400]: Train Loss:0.0012128, Val MRR:0.3136, yago11k_both
2023-06-08 17:13:23,355 - yago11k_both - [INFO] - [E:103| 500]: Train Loss:0.0012131, Val MRR:0.3136, yago11k_both
2023-06-08 17:15:46,149 - yago11k_both - [INFO] - [E:103| 600]: Train Loss:0.0012134, Val MRR:0.3136, yago11k_both
2023-06-08 17:15:46,149 - yago11k_both - [INFO] - [Epoch:103]: Training Loss:0.001213
2023-06-08 17:15:46,676 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 17:16:15,128 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 17:16:42,173 - yago11k_both - [INFO] - [Evaluating Epoch 103 valid]:
MRR: Tail : 0.39663, Head : 0.2285, Avg : 0.31257
2023-06-08 17:16:42,173 - yago11k_both - [INFO] - [Epoch 103]: Training Loss: 0.0012134, Valid MRR: 0.3136,
2023-06-08 17:16:43,621 - yago11k_both - [INFO] - [E:104| 0]: Train Loss:0.0011818, Val MRR:0.3136, yago11k_both
2023-06-08 17:19:07,268 - yago11k_both - [INFO] - [E:104| 100]: Train Loss:0.0012081, Val MRR:0.3136, yago11k_both
2023-06-08 17:21:29,635 - yago11k_both - [INFO] - [E:104| 200]: Train Loss:0.0012094, Val MRR:0.3136, yago11k_both
2023-06-08 17:23:53,244 - yago11k_both - [INFO] - [E:104| 300]: Train Loss:0.0012104, Val MRR:0.3136, yago11k_both
2023-06-08 17:26:15,128 - yago11k_both - [INFO] - [E:104| 400]: Train Loss:0.0012103, Val MRR:0.3136, yago11k_both
2023-06-08 17:28:37,341 - yago11k_both - [INFO] - [E:104| 500]: Train Loss:0.0012107, Val MRR:0.3136, yago11k_both
2023-06-08 17:31:00,173 - yago11k_both - [INFO] - [E:104| 600]: Train Loss:0.0012117, Val MRR:0.3136, yago11k_both
2023-06-08 17:31:00,173 - yago11k_both - [INFO] - [Epoch:104]: Training Loss:0.001212
2023-06-08 17:31:00,690 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 17:31:29,557 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 17:31:58,075 - yago11k_both - [INFO] - [Evaluating Epoch 104 valid]:
MRR: Tail : 0.392, Head : 0.22617, Avg : 0.30908
2023-06-08 17:31:58,075 - yago11k_both - [INFO] - [Epoch 104]: Training Loss: 0.0012117, Valid MRR: 0.3136,
2023-06-08 17:31:59,528 - yago11k_both - [INFO] - [E:105| 0]: Train Loss:0.0012292, Val MRR:0.3136, yago11k_both
2023-06-08 17:34:21,578 - yago11k_both - [INFO] - [E:105| 100]: Train Loss:0.0012115, Val MRR:0.3136, yago11k_both
2023-06-08 17:36:44,060 - yago11k_both - [INFO] - [E:105| 200]: Train Loss:0.0012109, Val MRR:0.3136, yago11k_both
2023-06-08 17:39:08,381 - yago11k_both - [INFO] - [E:105| 300]: Train Loss:0.0012102, Val MRR:0.3136, yago11k_both
2023-06-08 17:41:30,691 - yago11k_both - [INFO] - [E:105| 400]: Train Loss:0.0012101, Val MRR:0.3136, yago11k_both
2023-06-08 17:43:54,649 - yago11k_both - [INFO] - [E:105| 500]: Train Loss:0.0012108, Val MRR:0.3136, yago11k_both
2023-06-08 17:46:15,866 - yago11k_both - [INFO] - [E:105| 600]: Train Loss:0.0012109, Val MRR:0.3136, yago11k_both
2023-06-08 17:46:15,866 - yago11k_both - [INFO] - [Epoch:105]: Training Loss:0.001211
2023-06-08 17:46:16,369 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 17:46:45,306 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 17:47:13,886 - yago11k_both - [INFO] - [Evaluating Epoch 105 valid]:
MRR: Tail : 0.39593, Head : 0.22919, Avg : 0.31256
2023-06-08 17:47:13,887 - yago11k_both - [INFO] - [Epoch 105]: Training Loss: 0.0012109, Valid MRR: 0.3136,
2023-06-08 17:47:15,335 - yago11k_both - [INFO] - [E:106| 0]: Train Loss:0.0011915, Val MRR:0.3136, yago11k_both
2023-06-08 17:49:37,714 - yago11k_both - [INFO] - [E:106| 100]: Train Loss:0.0012071, Val MRR:0.3136, yago11k_both
2023-06-08 17:52:01,986 - yago11k_both - [INFO] - [E:106| 200]: Train Loss:0.0012078, Val MRR:0.3136, yago11k_both
2023-06-08 17:54:17,565 - yago11k_both - [INFO] - [E:106| 300]: Train Loss:0.001207, Val MRR:0.3136, yago11k_both
2023-06-08 17:56:21,392 - yago11k_both - [INFO] - [E:106| 400]: Train Loss:0.0012095, Val MRR:0.3136, yago11k_both
2023-06-08 17:58:26,480 - yago11k_both - [INFO] - [E:106| 500]: Train Loss:0.0012098, Val MRR:0.3136, yago11k_both
2023-06-08 18:00:28,953 - yago11k_both - [INFO] - [E:106| 600]: Train Loss:0.0012094, Val MRR:0.3136, yago11k_both
2023-06-08 18:00:28,953 - yago11k_both - [INFO] - [Epoch:106]: Training Loss:0.001209
2023-06-08 18:00:29,413 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 18:00:54,206 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 18:01:18,868 - yago11k_both - [INFO] - [Evaluating Epoch 106 valid]:
MRR: Tail : 0.39939, Head : 0.22932, Avg : 0.31435
2023-06-08 18:01:20,089 - yago11k_both - [INFO] - [Epoch 106]: Training Loss: 0.0012094, Valid MRR: 0.31435,
2023-06-08 18:01:21,487 - yago11k_both - [INFO] - [E:107| 0]: Train Loss:0.0012015, Val MRR:0.31435, yago11k_both
2023-06-08 18:03:41,812 - yago11k_both - [INFO] - [E:107| 100]: Train Loss:0.0012051, Val MRR:0.31435, yago11k_both
2023-06-08 18:06:03,706 - yago11k_both - [INFO] - [E:107| 200]: Train Loss:0.0012047, Val MRR:0.31435, yago11k_both
2023-06-08 18:08:23,838 - yago11k_both - [INFO] - [E:107| 300]: Train Loss:0.0012056, Val MRR:0.31435, yago11k_both
2023-06-08 18:10:46,463 - yago11k_both - [INFO] - [E:107| 400]: Train Loss:0.0012068, Val MRR:0.31435, yago11k_both
2023-06-08 18:13:06,630 - yago11k_both - [INFO] - [E:107| 500]: Train Loss:0.0012073, Val MRR:0.31435, yago11k_both
2023-06-08 18:15:26,110 - yago11k_both - [INFO] - [E:107| 600]: Train Loss:0.001208, Val MRR:0.31435, yago11k_both
2023-06-08 18:15:26,111 - yago11k_both - [INFO] - [Epoch:107]: Training Loss:0.001208
2023-06-08 18:15:26,607 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 18:15:54,841 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 18:16:22,827 - yago11k_both - [INFO] - [Evaluating Epoch 107 valid]:
MRR: Tail : 0.39777, Head : 0.22869, Avg : 0.31323
2023-06-08 18:16:22,827 - yago11k_both - [INFO] - [Epoch 107]: Training Loss: 0.001208, Valid MRR: 0.31435,
2023-06-08 18:16:24,264 - yago11k_both - [INFO] - [E:108| 0]: Train Loss:0.0012774, Val MRR:0.31435, yago11k_both
2023-06-08 18:18:46,513 - yago11k_both - [INFO] - [E:108| 100]: Train Loss:0.0012062, Val MRR:0.31435, yago11k_both
2023-06-08 18:21:06,957 - yago11k_both - [INFO] - [E:108| 200]: Train Loss:0.001206, Val MRR:0.31435, yago11k_both
2023-06-08 18:23:30,007 - yago11k_both - [INFO] - [E:108| 300]: Train Loss:0.0012056, Val MRR:0.31435, yago11k_both
2023-06-08 18:25:53,694 - yago11k_both - [INFO] - [E:108| 400]: Train Loss:0.0012059, Val MRR:0.31435, yago11k_both
2023-06-08 18:28:15,934 - yago11k_both - [INFO] - [E:108| 500]: Train Loss:0.0012064, Val MRR:0.31435, yago11k_both
2023-06-08 18:30:38,797 - yago11k_both - [INFO] - [E:108| 600]: Train Loss:0.0012063, Val MRR:0.31435, yago11k_both
2023-06-08 18:30:38,797 - yago11k_both - [INFO] - [Epoch:108]: Training Loss:0.001206
2023-06-08 18:30:39,324 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 18:31:08,199 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 18:31:35,005 - yago11k_both - [INFO] - [Evaluating Epoch 108 valid]:
MRR: Tail : 0.3997, Head : 0.22755, Avg : 0.31362
2023-06-08 18:31:35,006 - yago11k_both - [INFO] - [Epoch 108]: Training Loss: 0.0012063, Valid MRR: 0.31435,
2023-06-08 18:31:36,379 - yago11k_both - [INFO] - [E:109| 0]: Train Loss:0.0012447, Val MRR:0.31435, yago11k_both
2023-06-08 18:34:00,651 - yago11k_both - [INFO] - [E:109| 100]: Train Loss:0.0012048, Val MRR:0.31435, yago11k_both
2023-06-08 18:36:23,089 - yago11k_both - [INFO] - [E:109| 200]: Train Loss:0.0012044, Val MRR:0.31435, yago11k_both
2023-06-08 18:38:46,946 - yago11k_both - [INFO] - [E:109| 300]: Train Loss:0.0012043, Val MRR:0.31435, yago11k_both
2023-06-08 18:41:09,451 - yago11k_both - [INFO] - [E:109| 400]: Train Loss:0.0012053, Val MRR:0.31435, yago11k_both
2023-06-08 18:43:32,553 - yago11k_both - [INFO] - [E:109| 500]: Train Loss:0.0012049, Val MRR:0.31435, yago11k_both
2023-06-08 18:45:55,137 - yago11k_both - [INFO] - [E:109| 600]: Train Loss:0.0012054, Val MRR:0.31435, yago11k_both
2023-06-08 18:45:55,137 - yago11k_both - [INFO] - [Epoch:109]: Training Loss:0.001205
2023-06-08 18:45:55,635 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 18:46:24,630 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 18:46:53,108 - yago11k_both - [INFO] - [Evaluating Epoch 109 valid]:
MRR: Tail : 0.40414, Head : 0.22759, Avg : 0.31587
MR: Tail : 358.21, Head : 706.75, Avg : 532.48
Hit-1: Tail : 0.31314, Head : 0.18505, Avg : 0.2491
Hit-3: Tail : 0.44526, Head : 0.22242, Avg : 0.33384
Hit-10: Tail : 0.58086, Head : 0.30967, Avg : 0.44526
2023-06-08 18:46:54,309 - yago11k_both - [INFO] - [Epoch 109]: Training Loss: 0.0012054, Valid MRR: 0.31587,
2023-06-08 18:46:55,767 - yago11k_both - [INFO] - [E:110| 0]: Train Loss:0.0011863, Val MRR:0.31587, yago11k_both
2023-06-08 18:49:18,471 - yago11k_both - [INFO] - [E:110| 100]: Train Loss:0.0012005, Val MRR:0.31587, yago11k_both
2023-06-08 18:51:41,442 - yago11k_both - [INFO] - [E:110| 200]: Train Loss:0.0012033, Val MRR:0.31587, yago11k_both
2023-06-08 18:54:06,098 - yago11k_both - [INFO] - [E:110| 300]: Train Loss:0.0012034, Val MRR:0.31587, yago11k_both
2023-06-08 18:56:28,365 - yago11k_both - [INFO] - [E:110| 400]: Train Loss:0.0012037, Val MRR:0.31587, yago11k_both
2023-06-08 18:58:52,045 - yago11k_both - [INFO] - [E:110| 500]: Train Loss:0.0012043, Val MRR:0.31587, yago11k_both
2023-06-08 19:01:13,592 - yago11k_both - [INFO] - [E:110| 600]: Train Loss:0.0012045, Val MRR:0.31587, yago11k_both
2023-06-08 19:01:13,592 - yago11k_both - [INFO] - [Epoch:110]: Training Loss:0.001204
2023-06-08 19:01:14,107 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 19:01:43,010 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 19:02:11,470 - yago11k_both - [INFO] - [Evaluating Epoch 110 valid]:
MRR: Tail : 0.40231, Head : 0.2285, Avg : 0.31541
2023-06-08 19:02:11,470 - yago11k_both - [INFO] - [Epoch 110]: Training Loss: 0.0012045, Valid MRR: 0.31587,
2023-06-08 19:02:12,897 - yago11k_both - [INFO] - [E:111| 0]: Train Loss:0.0011859, Val MRR:0.31587, yago11k_both
2023-06-08 19:04:35,287 - yago11k_both - [INFO] - [E:111| 100]: Train Loss:0.0012006, Val MRR:0.31587, yago11k_both
2023-06-08 19:06:59,269 - yago11k_both - [INFO] - [E:111| 200]: Train Loss:0.0011993, Val MRR:0.31587, yago11k_both
2023-06-08 19:09:21,877 - yago11k_both - [INFO] - [E:111| 300]: Train Loss:0.0012017, Val MRR:0.31587, yago11k_both
2023-06-08 19:11:44,469 - yago11k_both - [INFO] - [E:111| 400]: Train Loss:0.0012036, Val MRR:0.31587, yago11k_both
2023-06-08 19:14:08,789 - yago11k_both - [INFO] - [E:111| 500]: Train Loss:0.0012042, Val MRR:0.31587, yago11k_both
2023-06-08 19:16:30,245 - yago11k_both - [INFO] - [E:111| 600]: Train Loss:0.0012034, Val MRR:0.31587, yago11k_both
2023-06-08 19:16:30,245 - yago11k_both - [INFO] - [Epoch:111]: Training Loss:0.001203
2023-06-08 19:16:30,748 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 19:16:59,656 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 19:17:28,197 - yago11k_both - [INFO] - [Evaluating Epoch 111 valid]:
MRR: Tail : 0.40622, Head : 0.22821, Avg : 0.31721
2023-06-08 19:17:29,388 - yago11k_both - [INFO] - [Epoch 111]: Training Loss: 0.0012034, Valid MRR: 0.31721,
2023-06-08 19:17:30,846 - yago11k_both - [INFO] - [E:112| 0]: Train Loss:0.0011979, Val MRR:0.31721, yago11k_both
2023-06-08 19:19:53,014 - yago11k_both - [INFO] - [E:112| 100]: Train Loss:0.0011978, Val MRR:0.31721, yago11k_both
2023-06-08 19:22:17,171 - yago11k_both - [INFO] - [E:112| 200]: Train Loss:0.0011982, Val MRR:0.31721, yago11k_both
2023-06-08 19:24:39,632 - yago11k_both - [INFO] - [E:112| 300]: Train Loss:0.0012, Val MRR:0.31721, yago11k_both
2023-06-08 19:27:03,551 - yago11k_both - [INFO] - [E:112| 400]: Train Loss:0.0012009, Val MRR:0.31721, yago11k_both
2023-06-08 19:29:26,067 - yago11k_both - [INFO] - [E:112| 500]: Train Loss:0.0012009, Val MRR:0.31721, yago11k_both
2023-06-08 19:31:47,375 - yago11k_both - [INFO] - [E:112| 600]: Train Loss:0.0012012, Val MRR:0.31721, yago11k_both
2023-06-08 19:31:47,376 - yago11k_both - [INFO] - [Epoch:112]: Training Loss:0.001201
2023-06-08 19:31:47,898 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 19:32:16,791 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 19:32:45,406 - yago11k_both - [INFO] - [Evaluating Epoch 112 valid]:
MRR: Tail : 0.40023, Head : 0.22791, Avg : 0.31407
2023-06-08 19:32:45,406 - yago11k_both - [INFO] - [Epoch 112]: Training Loss: 0.0012012, Valid MRR: 0.31721,
2023-06-08 19:32:46,871 - yago11k_both - [INFO] - [E:113| 0]: Train Loss:0.0012183, Val MRR:0.31721, yago11k_both
2023-06-08 19:35:10,090 - yago11k_both - [INFO] - [E:113| 100]: Train Loss:0.0012015, Val MRR:0.31721, yago11k_both
2023-06-08 19:37:26,715 - yago11k_both - [INFO] - [E:113| 200]: Train Loss:0.0012002, Val MRR:0.31721, yago11k_both
2023-06-08 19:39:29,952 - yago11k_both - [INFO] - [E:113| 300]: Train Loss:0.0012001, Val MRR:0.31721, yago11k_both
2023-06-08 19:41:34,881 - yago11k_both - [INFO] - [E:113| 400]: Train Loss:0.0012009, Val MRR:0.31721, yago11k_both
2023-06-08 19:43:38,325 - yago11k_both - [INFO] - [E:113| 500]: Train Loss:0.0012006, Val MRR:0.31721, yago11k_both
2023-06-08 19:45:54,462 - yago11k_both - [INFO] - [E:113| 600]: Train Loss:0.0012008, Val MRR:0.31721, yago11k_both
2023-06-08 19:45:54,463 - yago11k_both - [INFO] - [Epoch:113]: Training Loss:0.001201
2023-06-08 19:45:54,954 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 19:46:23,300 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 19:46:51,792 - yago11k_both - [INFO] - [Evaluating Epoch 113 valid]:
MRR: Tail : 0.39898, Head : 0.23034, Avg : 0.31466
2023-06-08 19:46:51,792 - yago11k_both - [INFO] - [Epoch 113]: Training Loss: 0.0012008, Valid MRR: 0.31721,
2023-06-08 19:46:53,258 - yago11k_both - [INFO] - [E:114| 0]: Train Loss:0.0011856, Val MRR:0.31721, yago11k_both
2023-06-08 19:49:17,077 - yago11k_both - [INFO] - [E:114| 100]: Train Loss:0.0011976, Val MRR:0.31721, yago11k_both
2023-06-08 19:51:37,502 - yago11k_both - [INFO] - [E:114| 200]: Train Loss:0.001198, Val MRR:0.31721, yago11k_both
2023-06-08 19:53:58,489 - yago11k_both - [INFO] - [E:114| 300]: Train Loss:0.0011975, Val MRR:0.31721, yago11k_both
2023-06-08 19:56:20,271 - yago11k_both - [INFO] - [E:114| 400]: Train Loss:0.0011988, Val MRR:0.31721, yago11k_both
2023-06-08 19:58:40,654 - yago11k_both - [INFO] - [E:114| 500]: Train Loss:0.0011988, Val MRR:0.31721, yago11k_both
2023-06-08 20:01:03,567 - yago11k_both - [INFO] - [E:114| 600]: Train Loss:0.0011992, Val MRR:0.31721, yago11k_both
2023-06-08 20:01:03,567 - yago11k_both - [INFO] - [Epoch:114]: Training Loss:0.001199
2023-06-08 20:01:04,063 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 20:01:32,875 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 20:02:00,126 - yago11k_both - [INFO] - [Evaluating Epoch 114 valid]:
MRR: Tail : 0.40152, Head : 0.22981, Avg : 0.31566
2023-06-08 20:02:00,126 - yago11k_both - [INFO] - [Epoch 114]: Training Loss: 0.0011992, Valid MRR: 0.31721,
2023-06-08 20:02:01,492 - yago11k_both - [INFO] - [E:115| 0]: Train Loss:0.0012072, Val MRR:0.31721, yago11k_both
2023-06-08 20:04:22,418 - yago11k_both - [INFO] - [E:115| 100]: Train Loss:0.0011969, Val MRR:0.31721, yago11k_both
2023-06-08 20:06:42,953 - yago11k_both - [INFO] - [E:115| 200]: Train Loss:0.0011958, Val MRR:0.31721, yago11k_both
2023-06-08 20:09:05,206 - yago11k_both - [INFO] - [E:115| 300]: Train Loss:0.0011968, Val MRR:0.31721, yago11k_both
2023-06-08 20:11:25,597 - yago11k_both - [INFO] - [E:115| 400]: Train Loss:0.0011967, Val MRR:0.31721, yago11k_both
2023-06-08 20:13:47,602 - yago11k_both - [INFO] - [E:115| 500]: Train Loss:0.0011977, Val MRR:0.31721, yago11k_both
2023-06-08 20:16:07,000 - yago11k_both - [INFO] - [E:115| 600]: Train Loss:0.0011976, Val MRR:0.31721, yago11k_both
2023-06-08 20:16:07,001 - yago11k_both - [INFO] - [Epoch:115]: Training Loss:0.001198
2023-06-08 20:16:07,508 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 20:16:36,032 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 20:17:04,260 - yago11k_both - [INFO] - [Evaluating Epoch 115 valid]:
MRR: Tail : 0.40061, Head : 0.22862, Avg : 0.31461
2023-06-08 20:17:04,260 - yago11k_both - [INFO] - [Epoch 115]: Training Loss: 0.0011976, Valid MRR: 0.31721,
2023-06-08 20:17:05,669 - yago11k_both - [INFO] - [E:116| 0]: Train Loss:0.0011721, Val MRR:0.31721, yago11k_both
2023-06-08 20:19:26,268 - yago11k_both - [INFO] - [E:116| 100]: Train Loss:0.0011955, Val MRR:0.31721, yago11k_both
2023-06-08 20:21:48,576 - yago11k_both - [INFO] - [E:116| 200]: Train Loss:0.0011954, Val MRR:0.31721, yago11k_both
2023-06-08 20:24:08,960 - yago11k_both - [INFO] - [E:116| 300]: Train Loss:0.0011955, Val MRR:0.31721, yago11k_both
2023-06-08 20:26:30,629 - yago11k_both - [INFO] - [E:116| 400]: Train Loss:0.0011964, Val MRR:0.31721, yago11k_both
2023-06-08 20:28:51,556 - yago11k_both - [INFO] - [E:116| 500]: Train Loss:0.0011971, Val MRR:0.31721, yago11k_both
2023-06-08 20:31:10,692 - yago11k_both - [INFO] - [E:116| 600]: Train Loss:0.001197, Val MRR:0.31721, yago11k_both
2023-06-08 20:31:10,692 - yago11k_both - [INFO] - [Epoch:116]: Training Loss:0.001197
2023-06-08 20:31:11,203 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 20:31:39,806 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 20:32:07,957 - yago11k_both - [INFO] - [Evaluating Epoch 116 valid]:
MRR: Tail : 0.40099, Head : 0.22962, Avg : 0.3153
2023-06-08 20:32:07,957 - yago11k_both - [INFO] - [Epoch 116]: Training Loss: 0.001197, Valid MRR: 0.31721,
2023-06-08 20:32:09,390 - yago11k_both - [INFO] - [E:117| 0]: Train Loss:0.0011945, Val MRR:0.31721, yago11k_both
2023-06-08 20:34:31,535 - yago11k_both - [INFO] - [E:117| 100]: Train Loss:0.0011918, Val MRR:0.31721, yago11k_both
2023-06-08 20:36:51,638 - yago11k_both - [INFO] - [E:117| 200]: Train Loss:0.001193, Val MRR:0.31721, yago11k_both
2023-06-08 20:39:12,353 - yago11k_both - [INFO] - [E:117| 300]: Train Loss:0.0011938, Val MRR:0.31721, yago11k_both
2023-06-08 20:41:34,285 - yago11k_both - [INFO] - [E:117| 400]: Train Loss:0.0011954, Val MRR:0.31721, yago11k_both
2023-06-08 20:43:54,486 - yago11k_both - [INFO] - [E:117| 500]: Train Loss:0.0011955, Val MRR:0.31721, yago11k_both
2023-06-08 20:46:15,560 - yago11k_both - [INFO] - [E:117| 600]: Train Loss:0.001196, Val MRR:0.31721, yago11k_both
2023-06-08 20:46:15,561 - yago11k_both - [INFO] - [Epoch:117]: Training Loss:0.001196
2023-06-08 20:46:16,051 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 20:46:44,578 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 20:47:11,289 - yago11k_both - [INFO] - [Evaluating Epoch 117 valid]:
MRR: Tail : 0.40063, Head : 0.23042, Avg : 0.31553
2023-06-08 20:47:11,289 - yago11k_both - [INFO] - [Epoch 117]: Training Loss: 0.001196, Valid MRR: 0.31721,
2023-06-08 20:47:12,619 - yago11k_both - [INFO] - [E:118| 0]: Train Loss:0.0012445, Val MRR:0.31721, yago11k_both
2023-06-08 20:49:34,357 - yago11k_both - [INFO] - [E:118| 100]: Train Loss:0.0011891, Val MRR:0.31721, yago11k_both
2023-06-08 20:51:54,624 - yago11k_both - [INFO] - [E:118| 200]: Train Loss:0.0011928, Val MRR:0.31721, yago11k_both
2023-06-08 20:54:16,600 - yago11k_both - [INFO] - [E:118| 300]: Train Loss:0.0011929, Val MRR:0.31721, yago11k_both
2023-06-08 20:56:36,995 - yago11k_both - [INFO] - [E:118| 400]: Train Loss:0.001194, Val MRR:0.31721, yago11k_both
2023-06-08 20:58:59,052 - yago11k_both - [INFO] - [E:118| 500]: Train Loss:0.0011947, Val MRR:0.31721, yago11k_both
2023-06-08 21:01:18,495 - yago11k_both - [INFO] - [E:118| 600]: Train Loss:0.0011951, Val MRR:0.31721, yago11k_both
2023-06-08 21:01:18,496 - yago11k_both - [INFO] - [Epoch:118]: Training Loss:0.001195
2023-06-08 21:01:19,008 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 21:01:47,469 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 21:02:15,774 - yago11k_both - [INFO] - [Evaluating Epoch 118 valid]:
MRR: Tail : 0.40197, Head : 0.22888, Avg : 0.31542
2023-06-08 21:02:15,774 - yago11k_both - [INFO] - [Epoch 118]: Training Loss: 0.0011951, Valid MRR: 0.31721,
2023-06-08 21:02:17,191 - yago11k_both - [INFO] - [E:119| 0]: Train Loss:0.001225, Val MRR:0.31721, yago11k_both
2023-06-08 21:04:37,400 - yago11k_both - [INFO] - [E:119| 100]: Train Loss:0.0011946, Val MRR:0.31721, yago11k_both
2023-06-08 21:06:59,146 - yago11k_both - [INFO] - [E:119| 200]: Train Loss:0.0011934, Val MRR:0.31721, yago11k_both
2023-06-08 21:09:19,673 - yago11k_both - [INFO] - [E:119| 300]: Train Loss:0.0011927, Val MRR:0.31721, yago11k_both
2023-06-08 21:11:40,454 - yago11k_both - [INFO] - [E:119| 400]: Train Loss:0.001193, Val MRR:0.31721, yago11k_both
2023-06-08 21:14:02,246 - yago11k_both - [INFO] - [E:119| 500]: Train Loss:0.0011936, Val MRR:0.31721, yago11k_both
2023-06-08 21:16:23,296 - yago11k_both - [INFO] - [E:119| 600]: Train Loss:0.0011939, Val MRR:0.31721, yago11k_both
2023-06-08 21:16:23,297 - yago11k_both - [INFO] - [Epoch:119]: Training Loss:0.001194
2023-06-08 21:16:23,811 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 21:16:52,725 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 21:17:21,329 - yago11k_both - [INFO] - [Evaluating Epoch 119 valid]:
MRR: Tail : 0.39644, Head : 0.22977, Avg : 0.3131
MR: Tail : 375.39, Head : 706.49, Avg : 540.94
Hit-1: Tail : 0.29939, Head : 0.18477, Avg : 0.24208
Hit-3: Tail : 0.4379, Head : 0.2259, Avg : 0.3319
Hit-10: Tail : 0.58752, Head : 0.31439, Avg : 0.45096
2023-06-08 21:17:21,329 - yago11k_both - [INFO] - [Epoch 119]: Training Loss: 0.0011939, Valid MRR: 0.31721,
2023-06-08 21:17:22,779 - yago11k_both - [INFO] - [E:120| 0]: Train Loss:0.0011678, Val MRR:0.31721, yago11k_both
2023-06-08 21:19:45,178 - yago11k_both - [INFO] - [E:120| 100]: Train Loss:0.0011917, Val MRR:0.31721, yago11k_both
2023-06-08 21:21:53,707 - yago11k_both - [INFO] - [E:120| 200]: Train Loss:0.0011916, Val MRR:0.31721, yago11k_both
2023-06-08 21:23:57,694 - yago11k_both - [INFO] - [E:120| 300]: Train Loss:0.001192, Val MRR:0.31721, yago11k_both
2023-06-08 21:26:03,639 - yago11k_both - [INFO] - [E:120| 400]: Train Loss:0.001192, Val MRR:0.31721, yago11k_both
2023-06-08 21:28:10,459 - yago11k_both - [INFO] - [E:120| 500]: Train Loss:0.0011919, Val MRR:0.31721, yago11k_both
2023-06-08 21:30:30,426 - yago11k_both - [INFO] - [E:120| 600]: Train Loss:0.0011927, Val MRR:0.31721, yago11k_both
2023-06-08 21:30:30,427 - yago11k_both - [INFO] - [Epoch:120]: Training Loss:0.001193
2023-06-08 21:30:30,905 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 21:30:58,901 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 21:31:27,226 - yago11k_both - [INFO] - [Evaluating Epoch 120 valid]:
MRR: Tail : 0.39732, Head : 0.22809, Avg : 0.3127
2023-06-08 21:31:27,226 - yago11k_both - [INFO] - [Epoch 120]: Training Loss: 0.0011927, Valid MRR: 0.31721,
2023-06-08 21:31:28,636 - yago11k_both - [INFO] - [E:121| 0]: Train Loss:0.0012053, Val MRR:0.31721, yago11k_both
2023-06-08 21:33:50,695 - yago11k_both - [INFO] - [E:121| 100]: Train Loss:0.0011889, Val MRR:0.31721, yago11k_both
2023-06-08 21:36:11,227 - yago11k_both - [INFO] - [E:121| 200]: Train Loss:0.0011899, Val MRR:0.31721, yago11k_both
2023-06-08 21:38:32,741 - yago11k_both - [INFO] - [E:121| 300]: Train Loss:0.0011916, Val MRR:0.31721, yago11k_both
2023-06-08 21:40:54,711 - yago11k_both - [INFO] - [E:121| 400]: Train Loss:0.001191, Val MRR:0.31721, yago11k_both
2023-06-08 21:43:15,627 - yago11k_both - [INFO] - [E:121| 500]: Train Loss:0.001191, Val MRR:0.31721, yago11k_both
2023-06-08 21:45:36,734 - yago11k_both - [INFO] - [E:121| 600]: Train Loss:0.0011913, Val MRR:0.31721, yago11k_both
2023-06-08 21:45:36,734 - yago11k_both - [INFO] - [Epoch:121]: Training Loss:0.001191
2023-06-08 21:45:37,229 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 21:46:05,774 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 21:46:33,596 - yago11k_both - [INFO] - [Evaluating Epoch 121 valid]:
MRR: Tail : 0.40622, Head : 0.22953, Avg : 0.31788
2023-06-08 21:46:34,887 - yago11k_both - [INFO] - [Epoch 121]: Training Loss: 0.0011913, Valid MRR: 0.31788,
2023-06-08 21:46:36,225 - yago11k_both - [INFO] - [E:122| 0]: Train Loss:0.0011743, Val MRR:0.31788, yago11k_both
2023-06-08 21:48:57,317 - yago11k_both - [INFO] - [E:122| 100]: Train Loss:0.0011897, Val MRR:0.31788, yago11k_both
2023-06-08 21:51:15,379 - yago11k_both - [INFO] - [E:122| 200]: Train Loss:0.0011894, Val MRR:0.31788, yago11k_both
2023-06-08 21:53:37,714 - yago11k_both - [INFO] - [E:122| 300]: Train Loss:0.0011894, Val MRR:0.31788, yago11k_both
2023-06-08 21:55:57,775 - yago11k_both - [INFO] - [E:122| 400]: Train Loss:0.0011895, Val MRR:0.31788, yago11k_both
2023-06-08 21:58:20,079 - yago11k_both - [INFO] - [E:122| 500]: Train Loss:0.0011898, Val MRR:0.31788, yago11k_both
2023-06-08 22:00:39,801 - yago11k_both - [INFO] - [E:122| 600]: Train Loss:0.0011903, Val MRR:0.31788, yago11k_both
2023-06-08 22:00:39,803 - yago11k_both - [INFO] - [Epoch:122]: Training Loss:0.00119
2023-06-08 22:00:40,368 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 22:01:08,901 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 22:01:36,929 - yago11k_both - [INFO] - [Evaluating Epoch 122 valid]:
MRR: Tail : 0.40168, Head : 0.23007, Avg : 0.31587
2023-06-08 22:01:36,930 - yago11k_both - [INFO] - [Epoch 122]: Training Loss: 0.0011903, Valid MRR: 0.31788,
2023-06-08 22:01:38,379 - yago11k_both - [INFO] - [E:123| 0]: Train Loss:0.0011699, Val MRR:0.31788, yago11k_both
2023-06-08 22:03:58,902 - yago11k_both - [INFO] - [E:123| 100]: Train Loss:0.0011893, Val MRR:0.31788, yago11k_both
2023-06-08 22:06:21,417 - yago11k_both - [INFO] - [E:123| 200]: Train Loss:0.0011875, Val MRR:0.31788, yago11k_both
2023-06-08 22:08:43,989 - yago11k_both - [INFO] - [E:123| 300]: Train Loss:0.0011877, Val MRR:0.31788, yago11k_both
2023-06-08 22:11:08,183 - yago11k_both - [INFO] - [E:123| 400]: Train Loss:0.0011884, Val MRR:0.31788, yago11k_both
2023-06-08 22:13:30,495 - yago11k_both - [INFO] - [E:123| 500]: Train Loss:0.0011892, Val MRR:0.31788, yago11k_both
2023-06-08 22:15:51,700 - yago11k_both - [INFO] - [E:123| 600]: Train Loss:0.001189, Val MRR:0.31788, yago11k_both
2023-06-08 22:15:51,700 - yago11k_both - [INFO] - [Epoch:123]: Training Loss:0.001189
2023-06-08 22:15:52,204 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 22:16:21,250 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 22:16:49,729 - yago11k_both - [INFO] - [Evaluating Epoch 123 valid]:
MRR: Tail : 0.40103, Head : 0.22906, Avg : 0.31505
2023-06-08 22:16:49,730 - yago11k_both - [INFO] - [Epoch 123]: Training Loss: 0.001189, Valid MRR: 0.31788,
2023-06-08 22:16:51,200 - yago11k_both - [INFO] - [E:124| 0]: Train Loss:0.00116, Val MRR:0.31788, yago11k_both
2023-06-08 22:19:14,752 - yago11k_both - [INFO] - [E:124| 100]: Train Loss:0.0011842, Val MRR:0.31788, yago11k_both
2023-06-08 22:21:38,325 - yago11k_both - [INFO] - [E:124| 200]: Train Loss:0.001185, Val MRR:0.31788, yago11k_both
2023-06-08 22:24:00,722 - yago11k_both - [INFO] - [E:124| 300]: Train Loss:0.0011878, Val MRR:0.31788, yago11k_both
2023-06-08 22:26:25,026 - yago11k_both - [INFO] - [E:124| 400]: Train Loss:0.0011884, Val MRR:0.31788, yago11k_both
2023-06-08 22:28:47,517 - yago11k_both - [INFO] - [E:124| 500]: Train Loss:0.0011886, Val MRR:0.31788, yago11k_both
2023-06-08 22:31:10,052 - yago11k_both - [INFO] - [E:124| 600]: Train Loss:0.0011883, Val MRR:0.31788, yago11k_both
2023-06-08 22:31:10,053 - yago11k_both - [INFO] - [Epoch:124]: Training Loss:0.001188
2023-06-08 22:31:10,559 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 22:31:38,344 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 22:32:07,046 - yago11k_both - [INFO] - [Evaluating Epoch 124 valid]:
MRR: Tail : 0.40294, Head : 0.2291, Avg : 0.31602
2023-06-08 22:32:07,046 - yago11k_both - [INFO] - [Epoch 124]: Training Loss: 0.0011883, Valid MRR: 0.31788,
2023-06-08 22:32:08,508 - yago11k_both - [INFO] - [E:125| 0]: Train Loss:0.0011736, Val MRR:0.31788, yago11k_both
2023-06-08 22:34:32,719 - yago11k_both - [INFO] - [E:125| 100]: Train Loss:0.001183, Val MRR:0.31788, yago11k_both
2023-06-08 22:36:55,241 - yago11k_both - [INFO] - [E:125| 200]: Train Loss:0.0011853, Val MRR:0.31788, yago11k_both
2023-06-08 22:39:18,247 - yago11k_both - [INFO] - [E:125| 300]: Train Loss:0.0011867, Val MRR:0.31788, yago11k_both
2023-06-08 22:41:41,837 - yago11k_both - [INFO] - [E:125| 400]: Train Loss:0.0011868, Val MRR:0.31788, yago11k_both
2023-06-08 22:44:04,507 - yago11k_both - [INFO] - [E:125| 500]: Train Loss:0.0011872, Val MRR:0.31788, yago11k_both
2023-06-08 22:46:27,452 - yago11k_both - [INFO] - [E:125| 600]: Train Loss:0.0011871, Val MRR:0.31788, yago11k_both
2023-06-08 22:46:27,453 - yago11k_both - [INFO] - [Epoch:125]: Training Loss:0.001187
2023-06-08 22:46:27,990 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 22:46:56,939 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 22:47:23,552 - yago11k_both - [INFO] - [Evaluating Epoch 125 valid]:
MRR: Tail : 0.40153, Head : 0.23045, Avg : 0.31599
2023-06-08 22:47:23,552 - yago11k_both - [INFO] - [Epoch 125]: Training Loss: 0.0011871, Valid MRR: 0.31788,
2023-06-08 22:47:24,981 - yago11k_both - [INFO] - [E:126| 0]: Train Loss:0.0012263, Val MRR:0.31788, yago11k_both
2023-06-08 22:49:49,535 - yago11k_both - [INFO] - [E:126| 100]: Train Loss:0.0011844, Val MRR:0.31788, yago11k_both
2023-06-08 22:52:12,091 - yago11k_both - [INFO] - [E:126| 200]: Train Loss:0.0011837, Val MRR:0.31788, yago11k_both
2023-06-08 22:54:36,336 - yago11k_both - [INFO] - [E:126| 300]: Train Loss:0.0011846, Val MRR:0.31788, yago11k_both
2023-06-08 22:56:58,955 - yago11k_both - [INFO] - [E:126| 400]: Train Loss:0.0011842, Val MRR:0.31788, yago11k_both
2023-06-08 22:59:21,422 - yago11k_both - [INFO] - [E:126| 500]: Train Loss:0.0011848, Val MRR:0.31788, yago11k_both
2023-06-08 23:01:44,323 - yago11k_both - [INFO] - [E:126| 600]: Train Loss:0.0011858, Val MRR:0.31788, yago11k_both
2023-06-08 23:01:44,323 - yago11k_both - [INFO] - [Epoch:126]: Training Loss:0.001186
2023-06-08 23:01:44,822 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 23:02:13,767 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 23:02:42,346 - yago11k_both - [INFO] - [Evaluating Epoch 126 valid]:
MRR: Tail : 0.4024, Head : 0.22848, Avg : 0.31544
2023-06-08 23:02:42,346 - yago11k_both - [INFO] - [Epoch 126]: Training Loss: 0.0011858, Valid MRR: 0.31788,
2023-06-08 23:02:43,788 - yago11k_both - [INFO] - [E:127| 0]: Train Loss:0.0011688, Val MRR:0.31788, yago11k_both
2023-06-08 23:04:51,964 - yago11k_both - [INFO] - [E:127| 100]: Train Loss:0.0011831, Val MRR:0.31788, yago11k_both
2023-06-08 23:06:55,559 - yago11k_both - [INFO] - [E:127| 200]: Train Loss:0.0011857, Val MRR:0.31788, yago11k_both
2023-06-08 23:09:00,530 - yago11k_both - [INFO] - [E:127| 300]: Train Loss:0.0011849, Val MRR:0.31788, yago11k_both
2023-06-08 23:11:04,689 - yago11k_both - [INFO] - [E:127| 400]: Train Loss:0.0011843, Val MRR:0.31788, yago11k_both
2023-06-08 23:13:27,216 - yago11k_both - [INFO] - [E:127| 500]: Train Loss:0.0011843, Val MRR:0.31788, yago11k_both
2023-06-08 23:15:46,712 - yago11k_both - [INFO] - [E:127| 600]: Train Loss:0.0011849, Val MRR:0.31788, yago11k_both
2023-06-08 23:15:46,712 - yago11k_both - [INFO] - [Epoch:127]: Training Loss:0.001185
2023-06-08 23:15:47,238 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 23:16:15,751 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 23:16:43,893 - yago11k_both - [INFO] - [Evaluating Epoch 127 valid]:
MRR: Tail : 0.39703, Head : 0.22917, Avg : 0.3131
2023-06-08 23:16:43,894 - yago11k_both - [INFO] - [Epoch 127]: Training Loss: 0.0011849, Valid MRR: 0.31788,
2023-06-08 23:16:45,331 - yago11k_both - [INFO] - [E:128| 0]: Train Loss:0.0011895, Val MRR:0.31788, yago11k_both
2023-06-08 23:19:05,723 - yago11k_both - [INFO] - [E:128| 100]: Train Loss:0.0011822, Val MRR:0.31788, yago11k_both
2023-06-08 23:21:27,783 - yago11k_both - [INFO] - [E:128| 200]: Train Loss:0.0011816, Val MRR:0.31788, yago11k_both
2023-06-08 23:23:48,855 - yago11k_both - [INFO] - [E:128| 300]: Train Loss:0.0011831, Val MRR:0.31788, yago11k_both
2023-06-08 23:26:11,323 - yago11k_both - [INFO] - [E:128| 400]: Train Loss:0.0011835, Val MRR:0.31788, yago11k_both
2023-06-08 23:28:34,758 - yago11k_both - [INFO] - [E:128| 500]: Train Loss:0.0011838, Val MRR:0.31788, yago11k_both
2023-06-08 23:30:56,174 - yago11k_both - [INFO] - [E:128| 600]: Train Loss:0.0011836, Val MRR:0.31788, yago11k_both
2023-06-08 23:30:56,174 - yago11k_both - [INFO] - [Epoch:128]: Training Loss:0.001184
2023-06-08 23:30:56,704 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 23:31:25,454 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 23:31:54,033 - yago11k_both - [INFO] - [Evaluating Epoch 128 valid]:
MRR: Tail : 0.4009, Head : 0.23036, Avg : 0.31563
2023-06-08 23:31:54,034 - yago11k_both - [INFO] - [Epoch 128]: Training Loss: 0.0011836, Valid MRR: 0.31788,
2023-06-08 23:31:55,478 - yago11k_both - [INFO] - [E:129| 0]: Train Loss:0.0011961, Val MRR:0.31788, yago11k_both
2023-06-08 23:34:17,837 - yago11k_both - [INFO] - [E:129| 100]: Train Loss:0.0011795, Val MRR:0.31788, yago11k_both
2023-06-08 23:36:42,001 - yago11k_both - [INFO] - [E:129| 200]: Train Loss:0.0011817, Val MRR:0.31788, yago11k_both
2023-06-08 23:39:04,459 - yago11k_both - [INFO] - [E:129| 300]: Train Loss:0.001181, Val MRR:0.31788, yago11k_both
2023-06-08 23:41:28,722 - yago11k_both - [INFO] - [E:129| 400]: Train Loss:0.0011813, Val MRR:0.31788, yago11k_both
2023-06-08 23:43:50,828 - yago11k_both - [INFO] - [E:129| 500]: Train Loss:0.0011818, Val MRR:0.31788, yago11k_both
2023-06-08 23:46:12,095 - yago11k_both - [INFO] - [E:129| 600]: Train Loss:0.001183, Val MRR:0.31788, yago11k_both
2023-06-08 23:46:12,095 - yago11k_both - [INFO] - [Epoch:129]: Training Loss:0.001183
2023-06-08 23:46:12,564 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-08 23:46:41,326 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-08 23:47:09,662 - yago11k_both - [INFO] - [Evaluating Epoch 129 valid]:
MRR: Tail : 0.39875, Head : 0.22917, Avg : 0.31396
MR: Tail : 381.92, Head : 738.78, Avg : 560.35
Hit-1: Tail : 0.30522, Head : 0.18672, Avg : 0.24597
Hit-3: Tail : 0.43998, Head : 0.22256, Avg : 0.33127
Hit-10: Tail : 0.58447, Head : 0.31495, Avg : 0.44971
2023-06-08 23:47:09,662 - yago11k_both - [INFO] - [Epoch 129]: Training Loss: 0.001183, Valid MRR: 0.31788,
2023-06-08 23:47:11,105 - yago11k_both - [INFO] - [E:130| 0]: Train Loss:0.001209, Val MRR:0.31788, yago11k_both
2023-06-08 23:49:34,923 - yago11k_both - [INFO] - [E:130| 100]: Train Loss:0.0011833, Val MRR:0.31788, yago11k_both
2023-06-08 23:51:56,996 - yago11k_both - [INFO] - [E:130| 200]: Train Loss:0.0011811, Val MRR:0.31788, yago11k_both
2023-06-08 23:54:19,025 - yago11k_both - [INFO] - [E:130| 300]: Train Loss:0.0011797, Val MRR:0.31788, yago11k_both
2023-06-08 23:56:43,012 - yago11k_both - [INFO] - [E:130| 400]: Train Loss:0.0011801, Val MRR:0.31788, yago11k_both
2023-06-08 23:59:05,172 - yago11k_both - [INFO] - [E:130| 500]: Train Loss:0.0011815, Val MRR:0.31788, yago11k_both
2023-06-09 00:01:28,265 - yago11k_both - [INFO] - [E:130| 600]: Train Loss:0.0011818, Val MRR:0.31788, yago11k_both
2023-06-09 00:01:28,266 - yago11k_both - [INFO] - [Epoch:130]: Training Loss:0.001182
2023-06-09 00:01:28,781 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 00:01:56,826 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 00:02:24,292 - yago11k_both - [INFO] - [Evaluating Epoch 130 valid]:
MRR: Tail : 0.40483, Head : 0.23051, Avg : 0.31767
2023-06-09 00:02:24,292 - yago11k_both - [INFO] - [Epoch 130]: Training Loss: 0.0011818, Valid MRR: 0.31788,
2023-06-09 00:02:25,746 - yago11k_both - [INFO] - [E:131| 0]: Train Loss:0.0011592, Val MRR:0.31788, yago11k_both
2023-06-09 00:04:49,526 - yago11k_both - [INFO] - [E:131| 100]: Train Loss:0.0011781, Val MRR:0.31788, yago11k_both
2023-06-09 00:07:12,042 - yago11k_both - [INFO] - [E:131| 200]: Train Loss:0.0011771, Val MRR:0.31788, yago11k_both
2023-06-09 00:09:35,958 - yago11k_both - [INFO] - [E:131| 300]: Train Loss:0.0011787, Val MRR:0.31788, yago11k_both
2023-06-09 00:11:58,568 - yago11k_both - [INFO] - [E:131| 400]: Train Loss:0.0011796, Val MRR:0.31788, yago11k_both
2023-06-09 00:14:21,081 - yago11k_both - [INFO] - [E:131| 500]: Train Loss:0.0011802, Val MRR:0.31788, yago11k_both
2023-06-09 00:16:44,209 - yago11k_both - [INFO] - [E:131| 600]: Train Loss:0.0011809, Val MRR:0.31788, yago11k_both
2023-06-09 00:16:44,209 - yago11k_both - [INFO] - [Epoch:131]: Training Loss:0.001181
2023-06-09 00:16:44,731 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 00:17:13,533 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 00:17:41,945 - yago11k_both - [INFO] - [Evaluating Epoch 131 valid]:
MRR: Tail : 0.40644, Head : 0.22961, Avg : 0.31803
2023-06-09 00:17:43,191 - yago11k_both - [INFO] - [Epoch 131]: Training Loss: 0.0011809, Valid MRR: 0.31803,
2023-06-09 00:17:44,538 - yago11k_both - [INFO] - [E:132| 0]: Train Loss:0.0012017, Val MRR:0.31803, yago11k_both
2023-06-09 00:20:07,018 - yago11k_both - [INFO] - [E:132| 100]: Train Loss:0.0011829, Val MRR:0.31803, yago11k_both
2023-06-09 00:22:29,777 - yago11k_both - [INFO] - [E:132| 200]: Train Loss:0.0011821, Val MRR:0.31803, yago11k_both
2023-06-09 00:24:53,476 - yago11k_both - [INFO] - [E:132| 300]: Train Loss:0.0011802, Val MRR:0.31803, yago11k_both
2023-06-09 00:27:15,799 - yago11k_both - [INFO] - [E:132| 400]: Train Loss:0.0011794, Val MRR:0.31803, yago11k_both
2023-06-09 00:29:40,320 - yago11k_both - [INFO] - [E:132| 500]: Train Loss:0.0011796, Val MRR:0.31803, yago11k_both
2023-06-09 00:32:01,675 - yago11k_both - [INFO] - [E:132| 600]: Train Loss:0.0011798, Val MRR:0.31803, yago11k_both
2023-06-09 00:32:01,676 - yago11k_both - [INFO] - [Epoch:132]: Training Loss:0.00118
2023-06-09 00:32:02,176 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 00:32:30,953 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 00:32:59,437 - yago11k_both - [INFO] - [Evaluating Epoch 132 valid]:
MRR: Tail : 0.40399, Head : 0.22989, Avg : 0.31694
2023-06-09 00:32:59,437 - yago11k_both - [INFO] - [Epoch 132]: Training Loss: 0.0011798, Valid MRR: 0.31803,
2023-06-09 00:33:00,909 - yago11k_both - [INFO] - [E:133| 0]: Train Loss:0.0011953, Val MRR:0.31803, yago11k_both
2023-06-09 00:35:23,277 - yago11k_both - [INFO] - [E:133| 100]: Train Loss:0.0011781, Val MRR:0.31803, yago11k_both
2023-06-09 00:37:46,564 - yago11k_both - [INFO] - [E:133| 200]: Train Loss:0.0011787, Val MRR:0.31803, yago11k_both
2023-06-09 00:40:09,052 - yago11k_both - [INFO] - [E:133| 300]: Train Loss:0.0011785, Val MRR:0.31803, yago11k_both
2023-06-09 00:42:31,527 - yago11k_both - [INFO] - [E:133| 400]: Train Loss:0.0011788, Val MRR:0.31803, yago11k_both
2023-06-09 00:44:55,690 - yago11k_both - [INFO] - [E:133| 500]: Train Loss:0.0011782, Val MRR:0.31803, yago11k_both
2023-06-09 00:47:11,377 - yago11k_both - [INFO] - [E:133| 600]: Train Loss:0.0011785, Val MRR:0.31803, yago11k_both
2023-06-09 00:47:11,378 - yago11k_both - [INFO] - [Epoch:133]: Training Loss:0.001178
2023-06-09 00:47:11,817 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 00:47:36,729 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 00:48:01,160 - yago11k_both - [INFO] - [Evaluating Epoch 133 valid]:
MRR: Tail : 0.40371, Head : 0.22956, Avg : 0.31664
2023-06-09 00:48:01,160 - yago11k_both - [INFO] - [Epoch 133]: Training Loss: 0.0011785, Valid MRR: 0.31803,
2023-06-09 00:48:02,417 - yago11k_both - [INFO] - [E:134| 0]: Train Loss:0.0011559, Val MRR:0.31803, yago11k_both
2023-06-09 00:50:05,860 - yago11k_both - [INFO] - [E:134| 100]: Train Loss:0.0011744, Val MRR:0.31803, yago11k_both
2023-06-09 00:52:11,261 - yago11k_both - [INFO] - [E:134| 200]: Train Loss:0.0011743, Val MRR:0.31803, yago11k_both
2023-06-09 00:54:13,668 - yago11k_both - [INFO] - [E:134| 300]: Train Loss:0.0011755, Val MRR:0.31803, yago11k_both
2023-06-09 00:56:34,700 - yago11k_both - [INFO] - [E:134| 400]: Train Loss:0.0011773, Val MRR:0.31803, yago11k_both
2023-06-09 00:58:56,246 - yago11k_both - [INFO] - [E:134| 500]: Train Loss:0.0011778, Val MRR:0.31803, yago11k_both
2023-06-09 01:01:15,437 - yago11k_both - [INFO] - [E:134| 600]: Train Loss:0.0011775, Val MRR:0.31803, yago11k_both
2023-06-09 01:01:15,437 - yago11k_both - [INFO] - [Epoch:134]: Training Loss:0.001178
2023-06-09 01:01:15,939 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 01:01:44,484 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 01:02:12,499 - yago11k_both - [INFO] - [Evaluating Epoch 134 valid]:
MRR: Tail : 0.39575, Head : 0.23083, Avg : 0.31329
2023-06-09 01:02:12,499 - yago11k_both - [INFO] - [Epoch 134]: Training Loss: 0.0011775, Valid MRR: 0.31803,
2023-06-09 01:02:13,926 - yago11k_both - [INFO] - [E:135| 0]: Train Loss:0.0011696, Val MRR:0.31803, yago11k_both
2023-06-09 01:04:35,430 - yago11k_both - [INFO] - [E:135| 100]: Train Loss:0.0011727, Val MRR:0.31803, yago11k_both
2023-06-09 01:06:56,331 - yago11k_both - [INFO] - [E:135| 200]: Train Loss:0.001174, Val MRR:0.31803, yago11k_both
2023-06-09 01:09:16,479 - yago11k_both - [INFO] - [E:135| 300]: Train Loss:0.0011756, Val MRR:0.31803, yago11k_both
2023-06-09 01:11:38,488 - yago11k_both - [INFO] - [E:135| 400]: Train Loss:0.0011757, Val MRR:0.31803, yago11k_both
2023-06-09 01:13:58,964 - yago11k_both - [INFO] - [E:135| 500]: Train Loss:0.0011759, Val MRR:0.31803, yago11k_both
2023-06-09 01:16:20,145 - yago11k_both - [INFO] - [E:135| 600]: Train Loss:0.0011763, Val MRR:0.31803, yago11k_both
2023-06-09 01:16:20,146 - yago11k_both - [INFO] - [Epoch:135]: Training Loss:0.001176
2023-06-09 01:16:20,681 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 01:16:48,792 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 01:17:14,689 - yago11k_both - [INFO] - [Evaluating Epoch 135 valid]:
MRR: Tail : 0.40512, Head : 0.23053, Avg : 0.31783
2023-06-09 01:17:14,689 - yago11k_both - [INFO] - [Epoch 135]: Training Loss: 0.0011763, Valid MRR: 0.31803,
2023-06-09 01:17:15,911 - yago11k_both - [INFO] - [E:136| 0]: Train Loss:0.00115, Val MRR:0.31803, yago11k_both
2023-06-09 01:19:36,318 - yago11k_both - [INFO] - [E:136| 100]: Train Loss:0.001174, Val MRR:0.31803, yago11k_both
2023-06-09 01:21:56,513 - yago11k_both - [INFO] - [E:136| 200]: Train Loss:0.0011736, Val MRR:0.31803, yago11k_both
2023-06-09 01:24:18,548 - yago11k_both - [INFO] - [E:136| 300]: Train Loss:0.0011744, Val MRR:0.31803, yago11k_both
2023-06-09 01:26:39,206 - yago11k_both - [INFO] - [E:136| 400]: Train Loss:0.0011745, Val MRR:0.31803, yago11k_both
2023-06-09 01:29:01,308 - yago11k_both - [INFO] - [E:136| 500]: Train Loss:0.0011753, Val MRR:0.31803, yago11k_both
2023-06-09 01:31:20,597 - yago11k_both - [INFO] - [E:136| 600]: Train Loss:0.0011758, Val MRR:0.31803, yago11k_both
2023-06-09 01:31:20,597 - yago11k_both - [INFO] - [Epoch:136]: Training Loss:0.001176
2023-06-09 01:31:21,095 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 01:31:49,721 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 01:32:17,704 - yago11k_both - [INFO] - [Evaluating Epoch 136 valid]:
MRR: Tail : 0.39841, Head : 0.22921, Avg : 0.31381
2023-06-09 01:32:17,704 - yago11k_both - [INFO] - [Epoch 136]: Training Loss: 0.0011758, Valid MRR: 0.31803,
2023-06-09 01:32:19,164 - yago11k_both - [INFO] - [E:137| 0]: Train Loss:0.0011802, Val MRR:0.31803, yago11k_both
2023-06-09 01:34:39,656 - yago11k_both - [INFO] - [E:137| 100]: Train Loss:0.001173, Val MRR:0.31803, yago11k_both
2023-06-09 01:37:01,951 - yago11k_both - [INFO] - [E:137| 200]: Train Loss:0.0011738, Val MRR:0.31803, yago11k_both
2023-06-09 01:39:22,383 - yago11k_both - [INFO] - [E:137| 300]: Train Loss:0.0011741, Val MRR:0.31803, yago11k_both
2023-06-09 01:41:43,476 - yago11k_both - [INFO] - [E:137| 400]: Train Loss:0.0011741, Val MRR:0.31803, yago11k_both
2023-06-09 01:44:02,300 - yago11k_both - [INFO] - [E:137| 500]: Train Loss:0.0011742, Val MRR:0.31803, yago11k_both
2023-06-09 01:46:21,493 - yago11k_both - [INFO] - [E:137| 600]: Train Loss:0.0011744, Val MRR:0.31803, yago11k_both
2023-06-09 01:46:21,494 - yago11k_both - [INFO] - [Epoch:137]: Training Loss:0.001174
2023-06-09 01:46:22,009 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 01:46:50,723 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 01:47:18,835 - yago11k_both - [INFO] - [Evaluating Epoch 137 valid]:
MRR: Tail : 0.40158, Head : 0.22919, Avg : 0.31539
2023-06-09 01:47:18,835 - yago11k_both - [INFO] - [Epoch 137]: Training Loss: 0.0011744, Valid MRR: 0.31803,
2023-06-09 01:47:20,283 - yago11k_both - [INFO] - [E:138| 0]: Train Loss:0.0011822, Val MRR:0.31803, yago11k_both
2023-06-09 01:49:42,281 - yago11k_both - [INFO] - [E:138| 100]: Train Loss:0.0011714, Val MRR:0.31803, yago11k_both
2023-06-09 01:52:03,221 - yago11k_both - [INFO] - [E:138| 200]: Train Loss:0.0011731, Val MRR:0.31803, yago11k_both
2023-06-09 01:54:23,389 - yago11k_both - [INFO] - [E:138| 300]: Train Loss:0.0011735, Val MRR:0.31803, yago11k_both
2023-06-09 01:56:45,410 - yago11k_both - [INFO] - [E:138| 400]: Train Loss:0.0011732, Val MRR:0.31803, yago11k_both
2023-06-09 01:59:06,059 - yago11k_both - [INFO] - [E:138| 500]: Train Loss:0.0011739, Val MRR:0.31803, yago11k_both
2023-06-09 02:01:27,836 - yago11k_both - [INFO] - [E:138| 600]: Train Loss:0.0011742, Val MRR:0.31803, yago11k_both
2023-06-09 02:01:27,837 - yago11k_both - [INFO] - [Epoch:138]: Training Loss:0.001174
2023-06-09 02:01:28,362 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 02:01:56,962 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 02:02:23,914 - yago11k_both - [INFO] - [Evaluating Epoch 138 valid]:
MRR: Tail : 0.40194, Head : 0.23089, Avg : 0.31642
2023-06-09 02:02:23,914 - yago11k_both - [INFO] - [Epoch 138]: Training Loss: 0.0011742, Valid MRR: 0.31803,
2023-06-09 02:02:25,281 - yago11k_both - [INFO] - [E:139| 0]: Train Loss:0.0011966, Val MRR:0.31803, yago11k_both
2023-06-09 02:04:46,861 - yago11k_both - [INFO] - [E:139| 100]: Train Loss:0.0011746, Val MRR:0.31803, yago11k_both
2023-06-09 02:07:07,133 - yago11k_both - [INFO] - [E:139| 200]: Train Loss:0.001173, Val MRR:0.31803, yago11k_both
2023-06-09 02:09:29,492 - yago11k_both - [INFO] - [E:139| 300]: Train Loss:0.0011714, Val MRR:0.31803, yago11k_both
2023-06-09 02:11:49,872 - yago11k_both - [INFO] - [E:139| 400]: Train Loss:0.0011724, Val MRR:0.31803, yago11k_both
2023-06-09 02:14:12,061 - yago11k_both - [INFO] - [E:139| 500]: Train Loss:0.0011727, Val MRR:0.31803, yago11k_both
2023-06-09 02:16:31,448 - yago11k_both - [INFO] - [E:139| 600]: Train Loss:0.0011733, Val MRR:0.31803, yago11k_both
2023-06-09 02:16:31,448 - yago11k_both - [INFO] - [Epoch:139]: Training Loss:0.001173
2023-06-09 02:16:31,940 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 02:17:00,431 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 02:17:28,631 - yago11k_both - [INFO] - [Evaluating Epoch 139 valid]:
MRR: Tail : 0.39808, Head : 0.22992, Avg : 0.314
MR: Tail : 419.57, Head : 750.8, Avg : 585.19
Hit-1: Tail : 0.30425, Head : 0.18839, Avg : 0.24632
Hit-3: Tail : 0.4404, Head : 0.22395, Avg : 0.33218
Hit-10: Tail : 0.57627, Head : 0.30731, Avg : 0.44179
2023-06-09 02:17:28,631 - yago11k_both - [INFO] - [Epoch 139]: Training Loss: 0.0011733, Valid MRR: 0.31803,
2023-06-09 02:17:30,077 - yago11k_both - [INFO] - [E:140| 0]: Train Loss:0.0011734, Val MRR:0.31803, yago11k_both
2023-06-09 02:19:50,545 - yago11k_both - [INFO] - [E:140| 100]: Train Loss:0.0011699, Val MRR:0.31803, yago11k_both
2023-06-09 02:22:12,577 - yago11k_both - [INFO] - [E:140| 200]: Train Loss:0.0011716, Val MRR:0.31803, yago11k_both
2023-06-09 02:24:32,885 - yago11k_both - [INFO] - [E:140| 300]: Train Loss:0.0011724, Val MRR:0.31803, yago11k_both
2023-06-09 02:26:54,084 - yago11k_both - [INFO] - [E:140| 400]: Train Loss:0.0011719, Val MRR:0.31803, yago11k_both
2023-06-09 02:29:15,837 - yago11k_both - [INFO] - [E:140| 500]: Train Loss:0.0011722, Val MRR:0.31803, yago11k_both
2023-06-09 02:31:24,978 - yago11k_both - [INFO] - [E:140| 600]: Train Loss:0.0011719, Val MRR:0.31803, yago11k_both
2023-06-09 02:31:24,978 - yago11k_both - [INFO] - [Epoch:140]: Training Loss:0.001172
2023-06-09 02:31:25,447 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 02:31:49,930 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 02:32:14,541 - yago11k_both - [INFO] - [Evaluating Epoch 140 valid]:
MRR: Tail : 0.40508, Head : 0.2294, Avg : 0.31724
2023-06-09 02:32:14,541 - yago11k_both - [INFO] - [Epoch 140]: Training Loss: 0.0011719, Valid MRR: 0.31803,
2023-06-09 02:32:15,823 - yago11k_both - [INFO] - [E:141| 0]: Train Loss:0.0011575, Val MRR:0.31803, yago11k_both
2023-06-09 02:34:19,950 - yago11k_both - [INFO] - [E:141| 100]: Train Loss:0.0011673, Val MRR:0.31803, yago11k_both
2023-06-09 02:36:24,561 - yago11k_both - [INFO] - [E:141| 200]: Train Loss:0.0011698, Val MRR:0.31803, yago11k_both
2023-06-09 02:38:34,504 - yago11k_both - [INFO] - [E:141| 300]: Train Loss:0.0011695, Val MRR:0.31803, yago11k_both
2023-06-09 02:40:56,780 - yago11k_both - [INFO] - [E:141| 400]: Train Loss:0.0011704, Val MRR:0.31803, yago11k_both
2023-06-09 02:43:17,854 - yago11k_both - [INFO] - [E:141| 500]: Train Loss:0.0011713, Val MRR:0.31803, yago11k_both
2023-06-09 02:45:38,461 - yago11k_both - [INFO] - [E:141| 600]: Train Loss:0.0011714, Val MRR:0.31803, yago11k_both
2023-06-09 02:45:38,461 - yago11k_both - [INFO] - [Epoch:141]: Training Loss:0.001171
2023-06-09 02:45:38,946 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 02:46:06,413 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 02:46:34,603 - yago11k_both - [INFO] - [Evaluating Epoch 141 valid]:
MRR: Tail : 0.41038, Head : 0.2324, Avg : 0.32139
2023-06-09 02:46:35,897 - yago11k_both - [INFO] - [Epoch 141]: Training Loss: 0.0011714, Valid MRR: 0.32139,
2023-06-09 02:46:37,306 - yago11k_both - [INFO] - [E:142| 0]: Train Loss:0.0011333, Val MRR:0.32139, yago11k_both
2023-06-09 02:48:59,480 - yago11k_both - [INFO] - [E:142| 100]: Train Loss:0.0011671, Val MRR:0.32139, yago11k_both
2023-06-09 02:51:20,107 - yago11k_both - [INFO] - [E:142| 200]: Train Loss:0.0011688, Val MRR:0.32139, yago11k_both
2023-06-09 02:53:41,657 - yago11k_both - [INFO] - [E:142| 300]: Train Loss:0.0011687, Val MRR:0.32139, yago11k_both
2023-06-09 02:56:02,510 - yago11k_both - [INFO] - [E:142| 400]: Train Loss:0.0011693, Val MRR:0.32139, yago11k_both
2023-06-09 02:58:23,297 - yago11k_both - [INFO] - [E:142| 500]: Train Loss:0.0011701, Val MRR:0.32139, yago11k_both
2023-06-09 03:00:44,788 - yago11k_both - [INFO] - [E:142| 600]: Train Loss:0.0011705, Val MRR:0.32139, yago11k_both
2023-06-09 03:00:44,788 - yago11k_both - [INFO] - [Epoch:142]: Training Loss:0.001171
2023-06-09 03:00:45,285 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 03:01:13,790 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 03:01:41,982 - yago11k_both - [INFO] - [Evaluating Epoch 142 valid]:
MRR: Tail : 0.40274, Head : 0.22972, Avg : 0.31623
2023-06-09 03:01:41,982 - yago11k_both - [INFO] - [Epoch 142]: Training Loss: 0.0011705, Valid MRR: 0.32139,
2023-06-09 03:01:43,330 - yago11k_both - [INFO] - [E:143| 0]: Train Loss:0.0011651, Val MRR:0.32139, yago11k_both
2023-06-09 03:04:03,913 - yago11k_both - [INFO] - [E:143| 100]: Train Loss:0.0011696, Val MRR:0.32139, yago11k_both
2023-06-09 03:06:24,321 - yago11k_both - [INFO] - [E:143| 200]: Train Loss:0.0011681, Val MRR:0.32139, yago11k_both
2023-06-09 03:08:46,602 - yago11k_both - [INFO] - [E:143| 300]: Train Loss:0.001169, Val MRR:0.32139, yago11k_both
2023-06-09 03:11:06,828 - yago11k_both - [INFO] - [E:143| 400]: Train Loss:0.0011691, Val MRR:0.32139, yago11k_both
2023-06-09 03:13:28,891 - yago11k_both - [INFO] - [E:143| 500]: Train Loss:0.0011694, Val MRR:0.32139, yago11k_both
2023-06-09 03:15:48,247 - yago11k_both - [INFO] - [E:143| 600]: Train Loss:0.0011695, Val MRR:0.32139, yago11k_both
2023-06-09 03:15:48,248 - yago11k_both - [INFO] - [Epoch:143]: Training Loss:0.00117
2023-06-09 03:15:48,776 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 03:16:17,446 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 03:16:45,948 - yago11k_both - [INFO] - [Evaluating Epoch 143 valid]:
MRR: Tail : 0.40655, Head : 0.22957, Avg : 0.31806
2023-06-09 03:16:45,948 - yago11k_both - [INFO] - [Epoch 143]: Training Loss: 0.0011695, Valid MRR: 0.32139,
2023-06-09 03:16:47,409 - yago11k_both - [INFO] - [E:144| 0]: Train Loss:0.0011857, Val MRR:0.32139, yago11k_both
2023-06-09 03:19:09,721 - yago11k_both - [INFO] - [E:144| 100]: Train Loss:0.0011673, Val MRR:0.32139, yago11k_both
2023-06-09 03:21:33,959 - yago11k_both - [INFO] - [E:144| 200]: Train Loss:0.0011672, Val MRR:0.32139, yago11k_both
2023-06-09 03:23:56,559 - yago11k_both - [INFO] - [E:144| 300]: Train Loss:0.001168, Val MRR:0.32139, yago11k_both
2023-06-09 03:26:19,848 - yago11k_both - [INFO] - [E:144| 400]: Train Loss:0.0011683, Val MRR:0.32139, yago11k_both
2023-06-09 03:28:43,507 - yago11k_both - [INFO] - [E:144| 500]: Train Loss:0.0011682, Val MRR:0.32139, yago11k_both
2023-06-09 03:31:05,436 - yago11k_both - [INFO] - [E:144| 600]: Train Loss:0.0011688, Val MRR:0.32139, yago11k_both
2023-06-09 03:31:05,436 - yago11k_both - [INFO] - [Epoch:144]: Training Loss:0.001169
2023-06-09 03:31:05,915 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 03:31:34,903 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 03:32:03,467 - yago11k_both - [INFO] - [Evaluating Epoch 144 valid]:
MRR: Tail : 0.40309, Head : 0.22844, Avg : 0.31577
2023-06-09 03:32:03,467 - yago11k_both - [INFO] - [Epoch 144]: Training Loss: 0.0011688, Valid MRR: 0.32139,
2023-06-09 03:32:04,902 - yago11k_both - [INFO] - [E:145| 0]: Train Loss:0.0011563, Val MRR:0.32139, yago11k_both
2023-06-09 03:34:27,616 - yago11k_both - [INFO] - [E:145| 100]: Train Loss:0.0011712, Val MRR:0.32139, yago11k_both
2023-06-09 03:36:51,995 - yago11k_both - [INFO] - [E:145| 200]: Train Loss:0.0011686, Val MRR:0.32139, yago11k_both
2023-06-09 03:39:14,767 - yago11k_both - [INFO] - [E:145| 300]: Train Loss:0.0011684, Val MRR:0.32139, yago11k_both
2023-06-09 03:41:38,694 - yago11k_both - [INFO] - [E:145| 400]: Train Loss:0.0011675, Val MRR:0.32139, yago11k_both
2023-06-09 03:44:01,363 - yago11k_both - [INFO] - [E:145| 500]: Train Loss:0.0011678, Val MRR:0.32139, yago11k_both
2023-06-09 03:46:22,813 - yago11k_both - [INFO] - [E:145| 600]: Train Loss:0.0011679, Val MRR:0.32139, yago11k_both
2023-06-09 03:46:22,814 - yago11k_both - [INFO] - [Epoch:145]: Training Loss:0.001168
2023-06-09 03:46:23,304 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 03:46:52,366 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 03:47:21,061 - yago11k_both - [INFO] - [Evaluating Epoch 145 valid]:
MRR: Tail : 0.40306, Head : 0.23057, Avg : 0.31682
2023-06-09 03:47:21,061 - yago11k_both - [INFO] - [Epoch 145]: Training Loss: 0.0011679, Valid MRR: 0.32139,
2023-06-09 03:47:22,500 - yago11k_both - [INFO] - [E:146| 0]: Train Loss:0.0011353, Val MRR:0.32139, yago11k_both
2023-06-09 03:49:46,765 - yago11k_both - [INFO] - [E:146| 100]: Train Loss:0.0011631, Val MRR:0.32139, yago11k_both
2023-06-09 03:52:09,209 - yago11k_both - [INFO] - [E:146| 200]: Train Loss:0.0011639, Val MRR:0.32139, yago11k_both
2023-06-09 03:54:31,711 - yago11k_both - [INFO] - [E:146| 300]: Train Loss:0.0011651, Val MRR:0.32139, yago11k_both
2023-06-09 03:56:56,137 - yago11k_both - [INFO] - [E:146| 400]: Train Loss:0.0011657, Val MRR:0.32139, yago11k_both
2023-06-09 03:59:16,169 - yago11k_both - [INFO] - [E:146| 500]: Train Loss:0.0011659, Val MRR:0.32139, yago11k_both
2023-06-09 04:01:40,054 - yago11k_both - [INFO] - [E:146| 600]: Train Loss:0.0011668, Val MRR:0.32139, yago11k_both
2023-06-09 04:01:40,055 - yago11k_both - [INFO] - [Epoch:146]: Training Loss:0.001167
2023-06-09 04:01:40,593 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 04:02:09,315 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 04:02:36,239 - yago11k_both - [INFO] - [Evaluating Epoch 146 valid]:
MRR: Tail : 0.40148, Head : 0.22905, Avg : 0.31526
2023-06-09 04:02:36,240 - yago11k_both - [INFO] - [Epoch 146]: Training Loss: 0.0011668, Valid MRR: 0.32139,
2023-06-09 04:02:37,699 - yago11k_both - [INFO] - [E:147| 0]: Train Loss:0.0011859, Val MRR:0.32139, yago11k_both
2023-06-09 04:05:02,250 - yago11k_both - [INFO] - [E:147| 100]: Train Loss:0.0011653, Val MRR:0.32139, yago11k_both
2023-06-09 04:07:24,941 - yago11k_both - [INFO] - [E:147| 200]: Train Loss:0.0011644, Val MRR:0.32139, yago11k_both
2023-06-09 04:09:49,113 - yago11k_both - [INFO] - [E:147| 300]: Train Loss:0.0011637, Val MRR:0.32139, yago11k_both
2023-06-09 04:12:11,702 - yago11k_both - [INFO] - [E:147| 400]: Train Loss:0.0011652, Val MRR:0.32139, yago11k_both
2023-06-09 04:14:24,573 - yago11k_both - [INFO] - [E:147| 500]: Train Loss:0.0011654, Val MRR:0.32139, yago11k_both
2023-06-09 04:16:28,640 - yago11k_both - [INFO] - [E:147| 600]: Train Loss:0.0011657, Val MRR:0.32139, yago11k_both
2023-06-09 04:16:28,640 - yago11k_both - [INFO] - [Epoch:147]: Training Loss:0.001166
2023-06-09 04:16:29,085 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 04:16:54,031 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 04:17:18,253 - yago11k_both - [INFO] - [Evaluating Epoch 147 valid]:
MRR: Tail : 0.40056, Head : 0.22792, Avg : 0.31424
2023-06-09 04:17:18,254 - yago11k_both - [INFO] - [Epoch 147]: Training Loss: 0.0011657, Valid MRR: 0.32139,
2023-06-09 04:17:19,457 - yago11k_both - [INFO] - [E:148| 0]: Train Loss:0.0011651, Val MRR:0.32139, yago11k_both
2023-06-09 04:19:22,924 - yago11k_both - [INFO] - [E:148| 100]: Train Loss:0.001164, Val MRR:0.32139, yago11k_both
2023-06-09 04:21:30,756 - yago11k_both - [INFO] - [E:148| 200]: Train Loss:0.0011643, Val MRR:0.32139, yago11k_both
2023-06-09 04:23:55,429 - yago11k_both - [INFO] - [E:148| 300]: Train Loss:0.0011649, Val MRR:0.32139, yago11k_both
2023-06-09 04:26:18,012 - yago11k_both - [INFO] - [E:148| 400]: Train Loss:0.0011653, Val MRR:0.32139, yago11k_both
2023-06-09 04:28:42,052 - yago11k_both - [INFO] - [E:148| 500]: Train Loss:0.0011654, Val MRR:0.32139, yago11k_both
2023-06-09 04:31:03,695 - yago11k_both - [INFO] - [E:148| 600]: Train Loss:0.0011653, Val MRR:0.32139, yago11k_both
2023-06-09 04:31:03,695 - yago11k_both - [INFO] - [Epoch:148]: Training Loss:0.001165
2023-06-09 04:31:04,153 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 04:31:33,200 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 04:32:01,667 - yago11k_both - [INFO] - [Evaluating Epoch 148 valid]:
MRR: Tail : 0.40057, Head : 0.22957, Avg : 0.31507
2023-06-09 04:32:01,667 - yago11k_both - [INFO] - [Epoch 148]: Training Loss: 0.0011653, Valid MRR: 0.32139,
2023-06-09 04:32:03,104 - yago11k_both - [INFO] - [E:149| 0]: Train Loss:0.0011552, Val MRR:0.32139, yago11k_both
2023-06-09 04:34:26,038 - yago11k_both - [INFO] - [E:149| 100]: Train Loss:0.0011639, Val MRR:0.32139, yago11k_both
2023-06-09 04:36:49,506 - yago11k_both - [INFO] - [E:149| 200]: Train Loss:0.0011614, Val MRR:0.32139, yago11k_both
2023-06-09 04:39:12,548 - yago11k_both - [INFO] - [E:149| 300]: Train Loss:0.0011628, Val MRR:0.32139, yago11k_both
2023-06-09 04:41:35,168 - yago11k_both - [INFO] - [E:149| 400]: Train Loss:0.0011627, Val MRR:0.32139, yago11k_both
2023-06-09 04:43:59,309 - yago11k_both - [INFO] - [E:149| 500]: Train Loss:0.0011634, Val MRR:0.32139, yago11k_both
2023-06-09 04:46:20,456 - yago11k_both - [INFO] - [E:149| 600]: Train Loss:0.0011637, Val MRR:0.32139, yago11k_both
2023-06-09 04:46:20,456 - yago11k_both - [INFO] - [Epoch:149]: Training Loss:0.001164
2023-06-09 04:46:20,992 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 04:46:49,984 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 04:47:18,626 - yago11k_both - [INFO] - [Evaluating Epoch 149 valid]:
MRR: Tail : 0.40075, Head : 0.22967, Avg : 0.31521
MR: Tail : 430.69, Head : 775.95, Avg : 603.32
Hit-1: Tail : 0.30786, Head : 0.187, Avg : 0.24743
Hit-3: Tail : 0.44262, Head : 0.22659, Avg : 0.33461
Hit-10: Tail : 0.58336, Head : 0.3087, Avg : 0.44603
2023-06-09 04:47:18,626 - yago11k_both - [INFO] - [Epoch 149]: Training Loss: 0.0011637, Valid MRR: 0.32139,
2023-06-09 04:47:20,079 - yago11k_both - [INFO] - [E:150| 0]: Train Loss:0.0011586, Val MRR:0.32139, yago11k_both
2023-06-09 04:49:42,782 - yago11k_both - [INFO] - [E:150| 100]: Train Loss:0.0011591, Val MRR:0.32139, yago11k_both
2023-06-09 04:52:07,013 - yago11k_both - [INFO] - [E:150| 200]: Train Loss:0.0011618, Val MRR:0.32139, yago11k_both
2023-06-09 04:54:29,600 - yago11k_both - [INFO] - [E:150| 300]: Train Loss:0.0011624, Val MRR:0.32139, yago11k_both
2023-06-09 04:56:52,753 - yago11k_both - [INFO] - [E:150| 400]: Train Loss:0.0011629, Val MRR:0.32139, yago11k_both
2023-06-09 04:59:16,640 - yago11k_both - [INFO] - [E:150| 500]: Train Loss:0.0011636, Val MRR:0.32139, yago11k_both
2023-06-09 05:01:38,002 - yago11k_both - [INFO] - [E:150| 600]: Train Loss:0.0011637, Val MRR:0.32139, yago11k_both
2023-06-09 05:01:38,003 - yago11k_both - [INFO] - [Epoch:150]: Training Loss:0.001164
2023-06-09 05:01:38,540 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 05:02:07,378 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 05:02:35,923 - yago11k_both - [INFO] - [Evaluating Epoch 150 valid]:
MRR: Tail : 0.40283, Head : 0.23152, Avg : 0.31717
2023-06-09 05:02:35,924 - yago11k_both - [INFO] - [Epoch 150]: Training Loss: 0.0011637, Valid MRR: 0.32139,
2023-06-09 05:02:37,412 - yago11k_both - [INFO] - [E:151| 0]: Train Loss:0.0011302, Val MRR:0.32139, yago11k_both
2023-06-09 05:04:59,773 - yago11k_both - [INFO] - [E:151| 100]: Train Loss:0.001161, Val MRR:0.32139, yago11k_both
2023-06-09 05:07:23,905 - yago11k_both - [INFO] - [E:151| 200]: Train Loss:0.0011615, Val MRR:0.32139, yago11k_both
2023-06-09 05:09:46,649 - yago11k_both - [INFO] - [E:151| 300]: Train Loss:0.0011619, Val MRR:0.32139, yago11k_both
2023-06-09 05:12:10,693 - yago11k_both - [INFO] - [E:151| 400]: Train Loss:0.001163, Val MRR:0.32139, yago11k_both
2023-06-09 05:14:33,132 - yago11k_both - [INFO] - [E:151| 500]: Train Loss:0.0011632, Val MRR:0.32139, yago11k_both
2023-06-09 05:16:54,794 - yago11k_both - [INFO] - [E:151| 600]: Train Loss:0.0011631, Val MRR:0.32139, yago11k_both
2023-06-09 05:16:54,795 - yago11k_both - [INFO] - [Epoch:151]: Training Loss:0.001163
2023-06-09 05:16:55,262 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 05:17:23,917 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 05:17:52,637 - yago11k_both - [INFO] - [Evaluating Epoch 151 valid]:
MRR: Tail : 0.405, Head : 0.23062, Avg : 0.31781
2023-06-09 05:17:52,638 - yago11k_both - [INFO] - [Epoch 151]: Training Loss: 0.0011631, Valid MRR: 0.32139,
2023-06-09 05:17:54,086 - yago11k_both - [INFO] - [E:152| 0]: Train Loss:0.0011509, Val MRR:0.32139, yago11k_both
2023-06-09 05:20:18,965 - yago11k_both - [INFO] - [E:152| 100]: Train Loss:0.0011596, Val MRR:0.32139, yago11k_both
2023-06-09 05:22:42,100 - yago11k_both - [INFO] - [E:152| 200]: Train Loss:0.0011618, Val MRR:0.32139, yago11k_both
2023-06-09 05:25:04,780 - yago11k_both - [INFO] - [E:152| 300]: Train Loss:0.0011629, Val MRR:0.32139, yago11k_both
2023-06-09 05:27:29,092 - yago11k_both - [INFO] - [E:152| 400]: Train Loss:0.001163, Val MRR:0.32139, yago11k_both
2023-06-09 05:29:49,208 - yago11k_both - [INFO] - [E:152| 500]: Train Loss:0.0011632, Val MRR:0.32139, yago11k_both
2023-06-09 05:32:12,357 - yago11k_both - [INFO] - [E:152| 600]: Train Loss:0.0011625, Val MRR:0.32139, yago11k_both
2023-06-09 05:32:12,359 - yago11k_both - [INFO] - [Epoch:152]: Training Loss:0.001162
2023-06-09 05:32:12,887 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 05:32:41,867 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 05:33:08,650 - yago11k_both - [INFO] - [Evaluating Epoch 152 valid]:
MRR: Tail : 0.40326, Head : 0.22871, Avg : 0.31598
2023-06-09 05:33:08,650 - yago11k_both - [INFO] - [Epoch 152]: Training Loss: 0.0011625, Valid MRR: 0.32139,
2023-06-09 05:33:10,079 - yago11k_both - [INFO] - [E:153| 0]: Train Loss:0.0011324, Val MRR:0.32139, yago11k_both
2023-06-09 05:35:34,759 - yago11k_both - [INFO] - [E:153| 100]: Train Loss:0.0011574, Val MRR:0.32139, yago11k_both
2023-06-09 05:37:57,694 - yago11k_both - [INFO] - [E:153| 200]: Train Loss:0.0011616, Val MRR:0.32139, yago11k_both
2023-06-09 05:40:22,177 - yago11k_both - [INFO] - [E:153| 300]: Train Loss:0.0011612, Val MRR:0.32139, yago11k_both
2023-06-09 05:42:44,419 - yago11k_both - [INFO] - [E:153| 400]: Train Loss:0.0011606, Val MRR:0.32139, yago11k_both
2023-06-09 05:45:07,566 - yago11k_both - [INFO] - [E:153| 500]: Train Loss:0.001161, Val MRR:0.32139, yago11k_both
2023-06-09 05:47:30,700 - yago11k_both - [INFO] - [E:153| 600]: Train Loss:0.0011616, Val MRR:0.32139, yago11k_both
2023-06-09 05:47:30,702 - yago11k_both - [INFO] - [Epoch:153]: Training Loss:0.001162
2023-06-09 05:47:31,271 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 05:48:00,222 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 05:48:28,802 - yago11k_both - [INFO] - [Evaluating Epoch 153 valid]:
MRR: Tail : 0.40385, Head : 0.23151, Avg : 0.31768
2023-06-09 05:48:28,802 - yago11k_both - [INFO] - [Epoch 153]: Training Loss: 0.0011616, Valid MRR: 0.32139,
2023-06-09 05:48:30,257 - yago11k_both - [INFO] - [E:154| 0]: Train Loss:0.001141, Val MRR:0.32139, yago11k_both
2023-06-09 05:50:50,603 - yago11k_both - [INFO] - [E:154| 100]: Train Loss:0.0011574, Val MRR:0.32139, yago11k_both
2023-06-09 05:53:13,513 - yago11k_both - [INFO] - [E:154| 200]: Train Loss:0.0011589, Val MRR:0.32139, yago11k_both
2023-06-09 05:55:37,221 - yago11k_both - [INFO] - [E:154| 300]: Train Loss:0.0011596, Val MRR:0.32139, yago11k_both
2023-06-09 05:57:45,845 - yago11k_both - [INFO] - [E:154| 400]: Train Loss:0.00116, Val MRR:0.32139, yago11k_both
2023-06-09 05:59:51,266 - yago11k_both - [INFO] - [E:154| 500]: Train Loss:0.0011597, Val MRR:0.32139, yago11k_both
2023-06-09 06:01:53,741 - yago11k_both - [INFO] - [E:154| 600]: Train Loss:0.0011607, Val MRR:0.32139, yago11k_both
2023-06-09 06:01:53,741 - yago11k_both - [INFO] - [Epoch:154]: Training Loss:0.001161
2023-06-09 06:01:54,209 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 06:02:19,190 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 06:02:43,285 - yago11k_both - [INFO] - [Evaluating Epoch 154 valid]:
MRR: Tail : 0.39735, Head : 0.231, Avg : 0.31418
2023-06-09 06:02:43,285 - yago11k_both - [INFO] - [Epoch 154]: Training Loss: 0.0011607, Valid MRR: 0.32139,
2023-06-09 06:02:44,519 - yago11k_both - [INFO] - [E:155| 0]: Train Loss:0.0011787, Val MRR:0.32139, yago11k_both
2023-06-09 06:04:56,387 - yago11k_both - [INFO] - [E:155| 100]: Train Loss:0.0011567, Val MRR:0.32139, yago11k_both
2023-06-09 06:07:20,856 - yago11k_both - [INFO] - [E:155| 200]: Train Loss:0.0011585, Val MRR:0.32139, yago11k_both
2023-06-09 06:09:43,737 - yago11k_both - [INFO] - [E:155| 300]: Train Loss:0.0011586, Val MRR:0.32139, yago11k_both
2023-06-09 06:12:06,443 - yago11k_both - [INFO] - [E:155| 400]: Train Loss:0.0011596, Val MRR:0.32139, yago11k_both
2023-06-09 06:14:31,124 - yago11k_both - [INFO] - [E:155| 500]: Train Loss:0.0011595, Val MRR:0.32139, yago11k_both
2023-06-09 06:16:52,929 - yago11k_both - [INFO] - [E:155| 600]: Train Loss:0.00116, Val MRR:0.32139, yago11k_both
2023-06-09 06:16:52,929 - yago11k_both - [INFO] - [Epoch:155]: Training Loss:0.00116
2023-06-09 06:16:53,431 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 06:17:22,297 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 06:17:50,798 - yago11k_both - [INFO] - [Evaluating Epoch 155 valid]:
MRR: Tail : 0.40564, Head : 0.2319, Avg : 0.31877
2023-06-09 06:17:50,798 - yago11k_both - [INFO] - [Epoch 155]: Training Loss: 0.00116, Valid MRR: 0.32139,
2023-06-09 06:17:52,230 - yago11k_both - [INFO] - [E:156| 0]: Train Loss:0.001158, Val MRR:0.32139, yago11k_both
2023-06-09 06:20:15,173 - yago11k_both - [INFO] - [E:156| 100]: Train Loss:0.0011599, Val MRR:0.32139, yago11k_both
2023-06-09 06:22:39,609 - yago11k_both - [INFO] - [E:156| 200]: Train Loss:0.001159, Val MRR:0.32139, yago11k_both
2023-06-09 06:25:02,243 - yago11k_both - [INFO] - [E:156| 300]: Train Loss:0.0011591, Val MRR:0.32139, yago11k_both
2023-06-09 06:27:26,415 - yago11k_both - [INFO] - [E:156| 400]: Train Loss:0.0011588, Val MRR:0.32139, yago11k_both
2023-06-09 06:29:49,421 - yago11k_both - [INFO] - [E:156| 500]: Train Loss:0.0011591, Val MRR:0.32139, yago11k_both
2023-06-09 06:32:10,876 - yago11k_both - [INFO] - [E:156| 600]: Train Loss:0.0011594, Val MRR:0.32139, yago11k_both
2023-06-09 06:32:10,876 - yago11k_both - [INFO] - [Epoch:156]: Training Loss:0.001159
2023-06-09 06:32:11,385 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 06:32:40,343 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 06:33:08,733 - yago11k_both - [INFO] - [Evaluating Epoch 156 valid]:
MRR: Tail : 0.40265, Head : 0.23056, Avg : 0.3166
2023-06-09 06:33:08,734 - yago11k_both - [INFO] - [Epoch 156]: Training Loss: 0.0011594, Valid MRR: 0.32139,
2023-06-09 06:33:10,193 - yago11k_both - [INFO] - [E:157| 0]: Train Loss:0.0011419, Val MRR:0.32139, yago11k_both
2023-06-09 06:35:33,464 - yago11k_both - [INFO] - [E:157| 100]: Train Loss:0.0011582, Val MRR:0.32139, yago11k_both
2023-06-09 06:37:56,765 - yago11k_both - [INFO] - [E:157| 200]: Train Loss:0.0011582, Val MRR:0.32139, yago11k_both
2023-06-09 06:40:19,066 - yago11k_both - [INFO] - [E:157| 300]: Train Loss:0.0011582, Val MRR:0.32139, yago11k_both
2023-06-09 06:42:43,597 - yago11k_both - [INFO] - [E:157| 400]: Train Loss:0.0011589, Val MRR:0.32139, yago11k_both
2023-06-09 06:45:06,119 - yago11k_both - [INFO] - [E:157| 500]: Train Loss:0.0011592, Val MRR:0.32139, yago11k_both
2023-06-09 06:47:29,292 - yago11k_both - [INFO] - [E:157| 600]: Train Loss:0.001159, Val MRR:0.32139, yago11k_both
2023-06-09 06:47:29,292 - yago11k_both - [INFO] - [Epoch:157]: Training Loss:0.001159
2023-06-09 06:47:29,798 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 06:47:57,542 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 06:48:26,082 - yago11k_both - [INFO] - [Evaluating Epoch 157 valid]:
MRR: Tail : 0.4012, Head : 0.22971, Avg : 0.31546
2023-06-09 06:48:26,082 - yago11k_both - [INFO] - [Epoch 157]: Training Loss: 0.001159, Valid MRR: 0.32139,
2023-06-09 06:48:27,550 - yago11k_both - [INFO] - [E:158| 0]: Train Loss:0.0011441, Val MRR:0.32139, yago11k_both
2023-06-09 06:50:51,874 - yago11k_both - [INFO] - [E:158| 100]: Train Loss:0.001155, Val MRR:0.32139, yago11k_both
2023-06-09 06:53:14,516 - yago11k_both - [INFO] - [E:158| 200]: Train Loss:0.0011568, Val MRR:0.32139, yago11k_both
2023-06-09 06:55:37,775 - yago11k_both - [INFO] - [E:158| 300]: Train Loss:0.0011573, Val MRR:0.32139, yago11k_both
2023-06-09 06:58:02,028 - yago11k_both - [INFO] - [E:158| 400]: Train Loss:0.0011583, Val MRR:0.32139, yago11k_both
2023-06-09 07:00:24,547 - yago11k_both - [INFO] - [E:158| 500]: Train Loss:0.0011576, Val MRR:0.32139, yago11k_both
2023-06-09 07:02:47,805 - yago11k_both - [INFO] - [E:158| 600]: Train Loss:0.0011583, Val MRR:0.32139, yago11k_both
2023-06-09 07:02:47,805 - yago11k_both - [INFO] - [Epoch:158]: Training Loss:0.001158
2023-06-09 07:02:48,321 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 07:03:17,298 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 07:03:44,262 - yago11k_both - [INFO] - [Evaluating Epoch 158 valid]:
MRR: Tail : 0.40462, Head : 0.22817, Avg : 0.31639
2023-06-09 07:03:44,262 - yago11k_both - [INFO] - [Epoch 158]: Training Loss: 0.0011583, Valid MRR: 0.32139,
2023-06-09 07:03:45,706 - yago11k_both - [INFO] - [E:159| 0]: Train Loss:0.001137, Val MRR:0.32139, yago11k_both
2023-06-09 07:06:10,144 - yago11k_both - [INFO] - [E:159| 100]: Train Loss:0.001156, Val MRR:0.32139, yago11k_both
2023-06-09 07:08:32,967 - yago11k_both - [INFO] - [E:159| 200]: Train Loss:0.0011559, Val MRR:0.32139, yago11k_both
2023-06-09 07:10:57,445 - yago11k_both - [INFO] - [E:159| 300]: Train Loss:0.0011574, Val MRR:0.32139, yago11k_both
2023-06-09 07:13:20,104 - yago11k_both - [INFO] - [E:159| 400]: Train Loss:0.0011582, Val MRR:0.32139, yago11k_both
2023-06-09 07:15:42,740 - yago11k_both - [INFO] - [E:159| 500]: Train Loss:0.0011575, Val MRR:0.32139, yago11k_both
2023-06-09 07:18:06,234 - yago11k_both - [INFO] - [E:159| 600]: Train Loss:0.0011579, Val MRR:0.32139, yago11k_both
2023-06-09 07:18:06,235 - yago11k_both - [INFO] - [Epoch:159]: Training Loss:0.001158
2023-06-09 07:18:06,778 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 07:18:35,743 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 07:19:04,450 - yago11k_both - [INFO] - [Evaluating Epoch 159 valid]:
MRR: Tail : 0.40532, Head : 0.23037, Avg : 0.31784
MR: Tail : 473.41, Head : 798.09, Avg : 635.75
Hit-1: Tail : 0.31953, Head : 0.18741, Avg : 0.25347
Hit-3: Tail : 0.44137, Head : 0.22659, Avg : 0.33398
Hit-10: Tail : 0.57808, Head : 0.30689, Avg : 0.44248
2023-06-09 07:19:04,450 - yago11k_both - [INFO] - [Epoch 159]: Training Loss: 0.0011579, Valid MRR: 0.32139,
2023-06-09 07:19:05,911 - yago11k_both - [INFO] - [E:160| 0]: Train Loss:0.0011744, Val MRR:0.32139, yago11k_both
2023-06-09 07:21:28,605 - yago11k_both - [INFO] - [E:160| 100]: Train Loss:0.0011561, Val MRR:0.32139, yago11k_both
2023-06-09 07:23:51,352 - yago11k_both - [INFO] - [E:160| 200]: Train Loss:0.0011555, Val MRR:0.32139, yago11k_both
2023-06-09 07:26:15,747 - yago11k_both - [INFO] - [E:160| 300]: Train Loss:0.0011551, Val MRR:0.32139, yago11k_both
2023-06-09 07:28:38,453 - yago11k_both - [INFO] - [E:160| 400]: Train Loss:0.0011557, Val MRR:0.32139, yago11k_both
2023-06-09 07:31:02,771 - yago11k_both - [INFO] - [E:160| 500]: Train Loss:0.0011563, Val MRR:0.32139, yago11k_both
2023-06-09 07:33:24,292 - yago11k_both - [INFO] - [E:160| 600]: Train Loss:0.001157, Val MRR:0.32139, yago11k_both
2023-06-09 07:33:24,293 - yago11k_both - [INFO] - [Epoch:160]: Training Loss:0.001157
2023-06-09 07:33:24,821 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 07:33:53,944 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 07:34:22,429 - yago11k_both - [INFO] - [Evaluating Epoch 160 valid]:
MRR: Tail : 0.40379, Head : 0.2292, Avg : 0.31649
2023-06-09 07:34:22,429 - yago11k_both - [INFO] - [Epoch 160]: Training Loss: 0.001157, Valid MRR: 0.32139,
2023-06-09 07:34:23,855 - yago11k_both - [INFO] - [E:161| 0]: Train Loss:0.0011459, Val MRR:0.32139, yago11k_both
2023-06-09 07:36:46,696 - yago11k_both - [INFO] - [E:161| 100]: Train Loss:0.001157, Val MRR:0.32139, yago11k_both
2023-06-09 07:39:10,733 - yago11k_both - [INFO] - [E:161| 200]: Train Loss:0.0011557, Val MRR:0.32139, yago11k_both
2023-06-09 07:41:15,770 - yago11k_both - [INFO] - [E:161| 300]: Train Loss:0.0011565, Val MRR:0.32139, yago11k_both
2023-06-09 07:43:19,181 - yago11k_both - [INFO] - [E:161| 400]: Train Loss:0.0011565, Val MRR:0.32139, yago11k_both
2023-06-09 07:45:24,610 - yago11k_both - [INFO] - [E:161| 500]: Train Loss:0.0011564, Val MRR:0.32139, yago11k_both
2023-06-09 07:47:32,062 - yago11k_both - [INFO] - [E:161| 600]: Train Loss:0.001156, Val MRR:0.32139, yago11k_both
2023-06-09 07:47:32,062 - yago11k_both - [INFO] - [Epoch:161]: Training Loss:0.001156
2023-06-09 07:47:32,528 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 07:48:01,652 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 07:48:30,356 - yago11k_both - [INFO] - [Evaluating Epoch 161 valid]:
MRR: Tail : 0.409, Head : 0.23115, Avg : 0.32008
2023-06-09 07:48:30,357 - yago11k_both - [INFO] - [Epoch 161]: Training Loss: 0.001156, Valid MRR: 0.32139,
2023-06-09 07:48:31,797 - yago11k_both - [INFO] - [E:162| 0]: Train Loss:0.0011342, Val MRR:0.32139, yago11k_both
2023-06-09 07:50:54,603 - yago11k_both - [INFO] - [E:162| 100]: Train Loss:0.0011534, Val MRR:0.32139, yago11k_both
2023-06-09 07:53:19,020 - yago11k_both - [INFO] - [E:162| 200]: Train Loss:0.0011541, Val MRR:0.32139, yago11k_both
2023-06-09 07:55:41,477 - yago11k_both - [INFO] - [E:162| 300]: Train Loss:0.0011548, Val MRR:0.32139, yago11k_both
2023-06-09 07:58:04,432 - yago11k_both - [INFO] - [E:162| 400]: Train Loss:0.0011548, Val MRR:0.32139, yago11k_both
2023-06-09 08:00:28,248 - yago11k_both - [INFO] - [E:162| 500]: Train Loss:0.0011554, Val MRR:0.32139, yago11k_both
2023-06-09 08:02:50,027 - yago11k_both - [INFO] - [E:162| 600]: Train Loss:0.0011557, Val MRR:0.32139, yago11k_both
2023-06-09 08:02:50,028 - yago11k_both - [INFO] - [Epoch:162]: Training Loss:0.001156
2023-06-09 08:02:50,481 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 08:03:19,316 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 08:03:48,009 - yago11k_both - [INFO] - [Evaluating Epoch 162 valid]:
MRR: Tail : 0.40767, Head : 0.23106, Avg : 0.31937
2023-06-09 08:03:48,010 - yago11k_both - [INFO] - [Epoch 162]: Training Loss: 0.0011557, Valid MRR: 0.32139,
2023-06-09 08:03:49,468 - yago11k_both - [INFO] - [E:163| 0]: Train Loss:0.0011801, Val MRR:0.32139, yago11k_both
2023-06-09 08:06:11,834 - yago11k_both - [INFO] - [E:163| 100]: Train Loss:0.0011505, Val MRR:0.32139, yago11k_both
2023-06-09 08:08:36,309 - yago11k_both - [INFO] - [E:163| 200]: Train Loss:0.0011532, Val MRR:0.32139, yago11k_both
2023-06-09 08:10:58,679 - yago11k_both - [INFO] - [E:163| 300]: Train Loss:0.0011541, Val MRR:0.32139, yago11k_both
2023-06-09 08:13:23,238 - yago11k_both - [INFO] - [E:163| 400]: Train Loss:0.0011544, Val MRR:0.32139, yago11k_both
2023-06-09 08:15:46,061 - yago11k_both - [INFO] - [E:163| 500]: Train Loss:0.0011545, Val MRR:0.32139, yago11k_both
2023-06-09 08:18:07,679 - yago11k_both - [INFO] - [E:163| 600]: Train Loss:0.001155, Val MRR:0.32139, yago11k_both
2023-06-09 08:18:07,679 - yago11k_both - [INFO] - [Epoch:163]: Training Loss:0.001155
2023-06-09 08:18:08,156 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 08:18:37,041 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 08:19:05,646 - yago11k_both - [INFO] - [Evaluating Epoch 163 valid]:
MRR: Tail : 0.40391, Head : 0.23056, Avg : 0.31723
2023-06-09 08:19:05,646 - yago11k_both - [INFO] - [Epoch 163]: Training Loss: 0.001155, Valid MRR: 0.32139,
2023-06-09 08:19:07,095 - yago11k_both - [INFO] - [E:164| 0]: Train Loss:0.0011829, Val MRR:0.32139, yago11k_both
2023-06-09 08:21:31,582 - yago11k_both - [INFO] - [E:164| 100]: Train Loss:0.0011513, Val MRR:0.32139, yago11k_both
2023-06-09 08:23:54,366 - yago11k_both - [INFO] - [E:164| 200]: Train Loss:0.0011533, Val MRR:0.32139, yago11k_both
2023-06-09 08:26:16,904 - yago11k_both - [INFO] - [E:164| 300]: Train Loss:0.0011544, Val MRR:0.32139, yago11k_both
2023-06-09 08:28:41,622 - yago11k_both - [INFO] - [E:164| 400]: Train Loss:0.001155, Val MRR:0.32139, yago11k_both
2023-06-09 08:31:04,397 - yago11k_both - [INFO] - [E:164| 500]: Train Loss:0.0011543, Val MRR:0.32139, yago11k_both
2023-06-09 08:33:27,476 - yago11k_both - [INFO] - [E:164| 600]: Train Loss:0.0011546, Val MRR:0.32139, yago11k_both
2023-06-09 08:33:27,476 - yago11k_both - [INFO] - [Epoch:164]: Training Loss:0.001155
2023-06-09 08:33:28,007 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 08:33:55,671 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 08:34:23,569 - yago11k_both - [INFO] - [Evaluating Epoch 164 valid]:
MRR: Tail : 0.39865, Head : 0.23109, Avg : 0.31487
2023-06-09 08:34:23,569 - yago11k_both - [INFO] - [Epoch 164]: Training Loss: 0.0011546, Valid MRR: 0.32139,
2023-06-09 08:34:25,022 - yago11k_both - [INFO] - [E:165| 0]: Train Loss:0.0011254, Val MRR:0.32139, yago11k_both
2023-06-09 08:36:49,529 - yago11k_both - [INFO] - [E:165| 100]: Train Loss:0.0011521, Val MRR:0.32139, yago11k_both
2023-06-09 08:39:12,022 - yago11k_both - [INFO] - [E:165| 200]: Train Loss:0.0011527, Val MRR:0.32139, yago11k_both
2023-06-09 08:41:36,225 - yago11k_both - [INFO] - [E:165| 300]: Train Loss:0.0011533, Val MRR:0.32139, yago11k_both
2023-06-09 08:43:59,134 - yago11k_both - [INFO] - [E:165| 400]: Train Loss:0.0011525, Val MRR:0.32139, yago11k_both
2023-06-09 08:46:22,138 - yago11k_both - [INFO] - [E:165| 500]: Train Loss:0.0011528, Val MRR:0.32139, yago11k_both
2023-06-09 08:48:45,171 - yago11k_both - [INFO] - [E:165| 600]: Train Loss:0.0011535, Val MRR:0.32139, yago11k_both
2023-06-09 08:48:45,171 - yago11k_both - [INFO] - [Epoch:165]: Training Loss:0.001153
2023-06-09 08:48:45,706 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 08:49:14,643 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 08:49:42,382 - yago11k_both - [INFO] - [Evaluating Epoch 165 valid]:
MRR: Tail : 0.40272, Head : 0.22879, Avg : 0.31575
2023-06-09 08:49:42,382 - yago11k_both - [INFO] - [Epoch 165]: Training Loss: 0.0011535, Valid MRR: 0.32139,
2023-06-09 08:49:43,747 - yago11k_both - [INFO] - [E:166| 0]: Train Loss:0.0011446, Val MRR:0.32139, yago11k_both
2023-06-09 08:52:07,026 - yago11k_both - [INFO] - [E:166| 100]: Train Loss:0.0011525, Val MRR:0.32139, yago11k_both
2023-06-09 08:54:29,910 - yago11k_both - [INFO] - [E:166| 200]: Train Loss:0.0011535, Val MRR:0.32139, yago11k_both
2023-06-09 08:56:54,585 - yago11k_both - [INFO] - [E:166| 300]: Train Loss:0.0011526, Val MRR:0.32139, yago11k_both
2023-06-09 08:59:17,043 - yago11k_both - [INFO] - [E:166| 400]: Train Loss:0.0011529, Val MRR:0.32139, yago11k_both
2023-06-09 09:01:41,195 - yago11k_both - [INFO] - [E:166| 500]: Train Loss:0.0011534, Val MRR:0.32139, yago11k_both
2023-06-09 09:04:03,118 - yago11k_both - [INFO] - [E:166| 600]: Train Loss:0.0011535, Val MRR:0.32139, yago11k_both
2023-06-09 09:04:03,119 - yago11k_both - [INFO] - [Epoch:166]: Training Loss:0.001153
2023-06-09 09:04:03,646 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 09:04:32,637 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 09:05:01,238 - yago11k_both - [INFO] - [Evaluating Epoch 166 valid]:
MRR: Tail : 0.40161, Head : 0.22932, Avg : 0.31547
2023-06-09 09:05:01,238 - yago11k_both - [INFO] - [Epoch 166]: Training Loss: 0.0011535, Valid MRR: 0.32139,
2023-06-09 09:05:02,659 - yago11k_both - [INFO] - [E:167| 0]: Train Loss:0.0011323, Val MRR:0.32139, yago11k_both
2023-06-09 09:07:25,185 - yago11k_both - [INFO] - [E:167| 100]: Train Loss:0.0011508, Val MRR:0.32139, yago11k_both
2023-06-09 09:09:48,601 - yago11k_both - [INFO] - [E:167| 200]: Train Loss:0.0011529, Val MRR:0.32139, yago11k_both
2023-06-09 09:12:12,369 - yago11k_both - [INFO] - [E:167| 300]: Train Loss:0.0011521, Val MRR:0.32139, yago11k_both
2023-06-09 09:14:34,971 - yago11k_both - [INFO] - [E:167| 400]: Train Loss:0.0011528, Val MRR:0.32139, yago11k_both
2023-06-09 09:16:59,307 - yago11k_both - [INFO] - [E:167| 500]: Train Loss:0.0011529, Val MRR:0.32139, yago11k_both
2023-06-09 09:19:20,994 - yago11k_both - [INFO] - [E:167| 600]: Train Loss:0.0011532, Val MRR:0.32139, yago11k_both
2023-06-09 09:19:20,995 - yago11k_both - [INFO] - [Epoch:167]: Training Loss:0.001153
2023-06-09 09:19:21,507 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 09:19:50,489 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 09:20:18,951 - yago11k_both - [INFO] - [Evaluating Epoch 167 valid]:
MRR: Tail : 0.40385, Head : 0.2292, Avg : 0.31653
2023-06-09 09:20:18,951 - yago11k_both - [INFO] - [Epoch 167]: Training Loss: 0.0011532, Valid MRR: 0.32139,
2023-06-09 09:20:20,409 - yago11k_both - [INFO] - [E:168| 0]: Train Loss:0.0011392, Val MRR:0.32139, yago11k_both
2023-06-09 09:22:40,225 - yago11k_both - [INFO] - [E:168| 100]: Train Loss:0.0011515, Val MRR:0.32139, yago11k_both
2023-06-09 09:24:45,430 - yago11k_both - [INFO] - [E:168| 200]: Train Loss:0.0011514, Val MRR:0.32139, yago11k_both
2023-06-09 09:26:48,870 - yago11k_both - [INFO] - [E:168| 300]: Train Loss:0.0011521, Val MRR:0.32139, yago11k_both
2023-06-09 09:28:51,650 - yago11k_both - [INFO] - [E:168| 400]: Train Loss:0.0011526, Val MRR:0.32139, yago11k_both
2023-06-09 09:31:06,564 - yago11k_both - [INFO] - [E:168| 500]: Train Loss:0.0011527, Val MRR:0.32139, yago11k_both
2023-06-09 09:33:28,694 - yago11k_both - [INFO] - [E:168| 600]: Train Loss:0.001152, Val MRR:0.32139, yago11k_both
2023-06-09 09:33:28,694 - yago11k_both - [INFO] - [Epoch:168]: Training Loss:0.001152
2023-06-09 09:33:29,231 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 09:33:58,311 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 09:34:26,877 - yago11k_both - [INFO] - [Evaluating Epoch 168 valid]:
MRR: Tail : 0.4025, Head : 0.23001, Avg : 0.31625
2023-06-09 09:34:26,877 - yago11k_both - [INFO] - [Epoch 168]: Training Loss: 0.001152, Valid MRR: 0.32139,
2023-06-09 09:34:28,322 - yago11k_both - [INFO] - [E:169| 0]: Train Loss:0.0011363, Val MRR:0.32139, yago11k_both
2023-06-09 09:36:51,251 - yago11k_both - [INFO] - [E:169| 100]: Train Loss:0.0011509, Val MRR:0.32139, yago11k_both
2023-06-09 09:39:15,537 - yago11k_both - [INFO] - [E:169| 200]: Train Loss:0.0011492, Val MRR:0.32139, yago11k_both
2023-06-09 09:41:38,451 - yago11k_both - [INFO] - [E:169| 300]: Train Loss:0.0011508, Val MRR:0.32139, yago11k_both
2023-06-09 09:44:02,994 - yago11k_both - [INFO] - [E:169| 400]: Train Loss:0.0011517, Val MRR:0.32139, yago11k_both
2023-06-09 09:46:25,416 - yago11k_both - [INFO] - [E:169| 500]: Train Loss:0.0011521, Val MRR:0.32139, yago11k_both
2023-06-09 09:48:42,440 - yago11k_both - [INFO] - [E:169| 600]: Train Loss:0.0011519, Val MRR:0.32139, yago11k_both
2023-06-09 09:48:42,440 - yago11k_both - [INFO] - [Epoch:169]: Training Loss:0.001152
2023-06-09 09:48:42,952 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 09:49:10,649 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 09:49:37,438 - yago11k_both - [INFO] - [Evaluating Epoch 169 valid]:
MRR: Tail : 0.40382, Head : 0.22977, Avg : 0.3168
MR: Tail : 479.01, Head : 798.8, Avg : 638.91
Hit-1: Tail : 0.31286, Head : 0.18797, Avg : 0.25042
Hit-3: Tail : 0.44624, Head : 0.22576, Avg : 0.336
Hit-10: Tail : 0.57919, Head : 0.3062, Avg : 0.44269
2023-06-09 09:49:37,438 - yago11k_both - [INFO] - [Epoch 169]: Training Loss: 0.0011519, Valid MRR: 0.32139,
2023-06-09 09:49:38,792 - yago11k_both - [INFO] - [E:170| 0]: Train Loss:0.0011378, Val MRR:0.32139, yago11k_both
2023-06-09 09:51:58,062 - yago11k_both - [INFO] - [E:170| 100]: Train Loss:0.0011496, Val MRR:0.32139, yago11k_both
2023-06-09 09:54:17,036 - yago11k_both - [INFO] - [E:170| 200]: Train Loss:0.0011504, Val MRR:0.32139, yago11k_both
2023-06-09 09:56:35,338 - yago11k_both - [INFO] - [E:170| 300]: Train Loss:0.00115, Val MRR:0.32139, yago11k_both
2023-06-09 09:58:53,532 - yago11k_both - [INFO] - [E:170| 400]: Train Loss:0.0011505, Val MRR:0.32139, yago11k_both
2023-06-09 10:01:11,547 - yago11k_both - [INFO] - [E:170| 500]: Train Loss:0.0011508, Val MRR:0.32139, yago11k_both
2023-06-09 10:03:27,826 - yago11k_both - [INFO] - [E:170| 600]: Train Loss:0.0011509, Val MRR:0.32139, yago11k_both
2023-06-09 10:03:27,826 - yago11k_both - [INFO] - [Epoch:170]: Training Loss:0.001151
2023-06-09 10:03:28,339 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 10:03:54,878 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 10:04:21,523 - yago11k_both - [INFO] - [Evaluating Epoch 170 valid]:
MRR: Tail : 0.4049, Head : 0.22851, Avg : 0.3167
2023-06-09 10:04:21,523 - yago11k_both - [INFO] - [Epoch 170]: Training Loss: 0.0011509, Valid MRR: 0.32139,
2023-06-09 10:04:22,864 - yago11k_both - [INFO] - [E:171| 0]: Train Loss:0.0011906, Val MRR:0.32139, yago11k_both
2023-06-09 10:06:39,451 - yago11k_both - [INFO] - [E:171| 100]: Train Loss:0.0011484, Val MRR:0.32139, yago11k_both
2023-06-09 10:08:54,668 - yago11k_both - [INFO] - [E:171| 200]: Train Loss:0.0011491, Val MRR:0.32139, yago11k_both
2023-06-09 10:11:18,551 - yago11k_both - [INFO] - [E:171| 300]: Train Loss:0.0011498, Val MRR:0.32139, yago11k_both
2023-06-09 10:13:41,222 - yago11k_both - [INFO] - [E:171| 400]: Train Loss:0.0011498, Val MRR:0.32139, yago11k_both
2023-06-09 10:16:03,546 - yago11k_both - [INFO] - [E:171| 500]: Train Loss:0.0011503, Val MRR:0.32139, yago11k_both
2023-06-09 10:18:26,599 - yago11k_both - [INFO] - [E:171| 600]: Train Loss:0.0011507, Val MRR:0.32139, yago11k_both
2023-06-09 10:18:26,600 - yago11k_both - [INFO] - [Epoch:171]: Training Loss:0.001151
2023-06-09 10:18:27,111 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 10:18:55,945 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 10:19:24,060 - yago11k_both - [INFO] - [Evaluating Epoch 171 valid]:
MRR: Tail : 0.40311, Head : 0.22977, Avg : 0.31644
2023-06-09 10:19:24,060 - yago11k_both - [INFO] - [Epoch 171]: Training Loss: 0.0011507, Valid MRR: 0.32139,
2023-06-09 10:19:25,426 - yago11k_both - [INFO] - [E:172| 0]: Train Loss:0.0011333, Val MRR:0.32139, yago11k_both
2023-06-09 10:21:48,442 - yago11k_both - [INFO] - [E:172| 100]: Train Loss:0.001147, Val MRR:0.32139, yago11k_both
2023-06-09 10:24:09,000 - yago11k_both - [INFO] - [E:172| 200]: Train Loss:0.0011463, Val MRR:0.32139, yago11k_both
2023-06-09 10:26:26,727 - yago11k_both - [INFO] - [E:172| 300]: Train Loss:0.0011477, Val MRR:0.32139, yago11k_both
2023-06-09 10:28:43,872 - yago11k_both - [INFO] - [E:172| 400]: Train Loss:0.0011483, Val MRR:0.32139, yago11k_both
2023-06-09 10:31:03,028 - yago11k_both - [INFO] - [E:172| 500]: Train Loss:0.0011489, Val MRR:0.32139, yago11k_both
2023-06-09 10:33:19,986 - yago11k_both - [INFO] - [E:172| 600]: Train Loss:0.00115, Val MRR:0.32139, yago11k_both
2023-06-09 10:33:19,987 - yago11k_both - [INFO] - [Epoch:172]: Training Loss:0.00115
2023-06-09 10:33:20,438 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 10:33:48,216 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 10:34:15,732 - yago11k_both - [INFO] - [Evaluating Epoch 172 valid]:
MRR: Tail : 0.40039, Head : 0.23024, Avg : 0.31531
2023-06-09 10:34:15,732 - yago11k_both - [INFO] - [Epoch 172]: Training Loss: 0.00115, Valid MRR: 0.32139,
2023-06-09 10:34:17,174 - yago11k_both - [INFO] - [E:173| 0]: Train Loss:0.0011921, Val MRR:0.32139, yago11k_both
2023-06-09 10:36:34,333 - yago11k_both - [INFO] - [E:173| 100]: Train Loss:0.0011504, Val MRR:0.32139, yago11k_both
2023-06-09 10:38:58,696 - yago11k_both - [INFO] - [E:173| 200]: Train Loss:0.0011504, Val MRR:0.32139, yago11k_both
2023-06-09 10:41:21,315 - yago11k_both - [INFO] - [E:173| 300]: Train Loss:0.0011501, Val MRR:0.32139, yago11k_both
2023-06-09 10:43:43,769 - yago11k_both - [INFO] - [E:173| 400]: Train Loss:0.0011502, Val MRR:0.32139, yago11k_both
2023-06-09 10:46:08,184 - yago11k_both - [INFO] - [E:173| 500]: Train Loss:0.0011501, Val MRR:0.32139, yago11k_both
2023-06-09 10:48:30,155 - yago11k_both - [INFO] - [E:173| 600]: Train Loss:0.0011499, Val MRR:0.32139, yago11k_both
2023-06-09 10:48:30,155 - yago11k_both - [INFO] - [Epoch:173]: Training Loss:0.00115
2023-06-09 10:48:30,694 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 10:48:59,768 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 10:49:28,482 - yago11k_both - [INFO] - [Evaluating Epoch 173 valid]:
MRR: Tail : 0.40511, Head : 0.23017, Avg : 0.31764
2023-06-09 10:49:28,482 - yago11k_both - [INFO] - [Epoch 173]: Training Loss: 0.0011499, Valid MRR: 0.32139,
2023-06-09 10:49:29,954 - yago11k_both - [INFO] - [E:174| 0]: Train Loss:0.0011387, Val MRR:0.32139, yago11k_both
2023-06-09 10:51:52,850 - yago11k_both - [INFO] - [E:174| 100]: Train Loss:0.0011494, Val MRR:0.32139, yago11k_both
2023-06-09 10:54:17,260 - yago11k_both - [INFO] - [E:174| 200]: Train Loss:0.0011483, Val MRR:0.32139, yago11k_both
2023-06-09 10:56:39,526 - yago11k_both - [INFO] - [E:174| 300]: Train Loss:0.0011485, Val MRR:0.32139, yago11k_both
2023-06-09 10:59:02,932 - yago11k_both - [INFO] - [E:174| 400]: Train Loss:0.0011486, Val MRR:0.32139, yago11k_both
2023-06-09 11:01:26,321 - yago11k_both - [INFO] - [E:174| 500]: Train Loss:0.001149, Val MRR:0.32139, yago11k_both
2023-06-09 11:03:47,986 - yago11k_both - [INFO] - [E:174| 600]: Train Loss:0.0011493, Val MRR:0.32139, yago11k_both
2023-06-09 11:03:47,986 - yago11k_both - [INFO] - [Epoch:174]: Training Loss:0.001149
2023-06-09 11:03:48,531 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 11:04:17,493 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 11:04:45,917 - yago11k_both - [INFO] - [Evaluating Epoch 174 valid]:
MRR: Tail : 0.39851, Head : 0.23031, Avg : 0.31441
2023-06-09 11:04:45,917 - yago11k_both - [INFO] - [Epoch 174]: Training Loss: 0.0011493, Valid MRR: 0.32139,
2023-06-09 11:04:47,362 - yago11k_both - [INFO] - [E:175| 0]: Train Loss:0.0011443, Val MRR:0.32139, yago11k_both
2023-06-09 11:07:09,944 - yago11k_both - [INFO] - [E:175| 100]: Train Loss:0.0011467, Val MRR:0.32139, yago11k_both
2023-06-09 11:09:16,799 - yago11k_both - [INFO] - [E:175| 200]: Train Loss:0.0011485, Val MRR:0.32139, yago11k_both
2023-06-09 11:11:19,926 - yago11k_both - [INFO] - [E:175| 300]: Train Loss:0.0011486, Val MRR:0.32139, yago11k_both
2023-06-09 11:13:24,932 - yago11k_both - [INFO] - [E:175| 400]: Train Loss:0.0011483, Val MRR:0.32139, yago11k_both
2023-06-09 11:15:32,744 - yago11k_both - [INFO] - [E:175| 500]: Train Loss:0.0011485, Val MRR:0.32139, yago11k_both
2023-06-09 11:17:54,435 - yago11k_both - [INFO] - [E:175| 600]: Train Loss:0.0011485, Val MRR:0.32139, yago11k_both
2023-06-09 11:17:54,436 - yago11k_both - [INFO] - [Epoch:175]: Training Loss:0.001149
2023-06-09 11:17:54,927 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 11:18:24,028 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 11:18:52,605 - yago11k_both - [INFO] - [Evaluating Epoch 175 valid]:
MRR: Tail : 0.40519, Head : 0.23031, Avg : 0.31775
2023-06-09 11:18:52,606 - yago11k_both - [INFO] - [Epoch 175]: Training Loss: 0.0011485, Valid MRR: 0.32139,
2023-06-09 11:18:54,067 - yago11k_both - [INFO] - [E:176| 0]: Train Loss:0.0011337, Val MRR:0.32139, yago11k_both
2023-06-09 11:21:18,504 - yago11k_both - [INFO] - [E:176| 100]: Train Loss:0.0011465, Val MRR:0.32139, yago11k_both
2023-06-09 11:23:41,565 - yago11k_both - [INFO] - [E:176| 200]: Train Loss:0.0011463, Val MRR:0.32139, yago11k_both
2023-06-09 11:26:03,792 - yago11k_both - [INFO] - [E:176| 300]: Train Loss:0.0011474, Val MRR:0.32139, yago11k_both
2023-06-09 11:28:27,701 - yago11k_both - [INFO] - [E:176| 400]: Train Loss:0.001148, Val MRR:0.32139, yago11k_both
2023-06-09 11:30:50,360 - yago11k_both - [INFO] - [E:176| 500]: Train Loss:0.0011476, Val MRR:0.32139, yago11k_both
2023-06-09 11:33:13,413 - yago11k_both - [INFO] - [E:176| 600]: Train Loss:0.0011482, Val MRR:0.32139, yago11k_both
2023-06-09 11:33:13,414 - yago11k_both - [INFO] - [Epoch:176]: Training Loss:0.001148
2023-06-09 11:33:13,947 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 11:33:41,415 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 11:34:09,521 - yago11k_both - [INFO] - [Evaluating Epoch 176 valid]:
MRR: Tail : 0.4031, Head : 0.23016, Avg : 0.31663
2023-06-09 11:34:09,521 - yago11k_both - [INFO] - [Epoch 176]: Training Loss: 0.0011482, Valid MRR: 0.32139,
2023-06-09 11:34:10,956 - yago11k_both - [INFO] - [E:177| 0]: Train Loss:0.0011833, Val MRR:0.32139, yago11k_both
2023-06-09 11:36:35,349 - yago11k_both - [INFO] - [E:177| 100]: Train Loss:0.0011452, Val MRR:0.32139, yago11k_both
2023-06-09 11:38:58,211 - yago11k_both - [INFO] - [E:177| 200]: Train Loss:0.0011455, Val MRR:0.32139, yago11k_both
2023-06-09 11:41:22,367 - yago11k_both - [INFO] - [E:177| 300]: Train Loss:0.0011467, Val MRR:0.32139, yago11k_both
2023-06-09 11:43:44,746 - yago11k_both - [INFO] - [E:177| 400]: Train Loss:0.001147, Val MRR:0.32139, yago11k_both
2023-06-09 11:46:06,778 - yago11k_both - [INFO] - [E:177| 500]: Train Loss:0.0011469, Val MRR:0.32139, yago11k_both
2023-06-09 11:48:29,857 - yago11k_both - [INFO] - [E:177| 600]: Train Loss:0.0011478, Val MRR:0.32139, yago11k_both
2023-06-09 11:48:29,857 - yago11k_both - [INFO] - [Epoch:177]: Training Loss:0.001148
2023-06-09 11:48:30,373 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 11:48:59,319 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 11:49:27,270 - yago11k_both - [INFO] - [Evaluating Epoch 177 valid]:
MRR: Tail : 0.39855, Head : 0.22987, Avg : 0.31421
2023-06-09 11:49:27,270 - yago11k_both - [INFO] - [Epoch 177]: Training Loss: 0.0011478, Valid MRR: 0.32139,
2023-06-09 11:49:28,629 - yago11k_both - [INFO] - [E:178| 0]: Train Loss:0.0011364, Val MRR:0.32139, yago11k_both
2023-06-09 11:51:51,852 - yago11k_both - [INFO] - [E:178| 100]: Train Loss:0.0011466, Val MRR:0.32139, yago11k_both
2023-06-09 11:54:14,279 - yago11k_both - [INFO] - [E:178| 200]: Train Loss:0.0011465, Val MRR:0.32139, yago11k_both
2023-06-09 11:56:38,957 - yago11k_both - [INFO] - [E:178| 300]: Train Loss:0.0011465, Val MRR:0.32139, yago11k_both
2023-06-09 11:59:01,799 - yago11k_both - [INFO] - [E:178| 400]: Train Loss:0.0011461, Val MRR:0.32139, yago11k_both
2023-06-09 12:01:25,263 - yago11k_both - [INFO] - [E:178| 500]: Train Loss:0.0011467, Val MRR:0.32139, yago11k_both
2023-06-09 12:03:47,091 - yago11k_both - [INFO] - [E:178| 600]: Train Loss:0.0011471, Val MRR:0.32139, yago11k_both
2023-06-09 12:03:47,091 - yago11k_both - [INFO] - [Epoch:178]: Training Loss:0.001147
2023-06-09 12:03:47,634 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 12:04:16,634 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 12:04:45,039 - yago11k_both - [INFO] - [Evaluating Epoch 178 valid]:
MRR: Tail : 0.40286, Head : 0.22958, Avg : 0.31622
2023-06-09 12:04:45,040 - yago11k_both - [INFO] - [Epoch 178]: Training Loss: 0.0011471, Valid MRR: 0.32139,
2023-06-09 12:04:46,514 - yago11k_both - [INFO] - [E:179| 0]: Train Loss:0.0011636, Val MRR:0.32139, yago11k_both
2023-06-09 12:07:08,824 - yago11k_both - [INFO] - [E:179| 100]: Train Loss:0.0011441, Val MRR:0.32139, yago11k_both
2023-06-09 12:09:31,548 - yago11k_both - [INFO] - [E:179| 200]: Train Loss:0.0011436, Val MRR:0.32139, yago11k_both
2023-06-09 12:11:54,837 - yago11k_both - [INFO] - [E:179| 300]: Train Loss:0.0011457, Val MRR:0.32139, yago11k_both
2023-06-09 12:14:17,314 - yago11k_both - [INFO] - [E:179| 400]: Train Loss:0.0011467, Val MRR:0.32139, yago11k_both
2023-06-09 12:16:41,720 - yago11k_both - [INFO] - [E:179| 500]: Train Loss:0.001147, Val MRR:0.32139, yago11k_both
2023-06-09 12:19:03,300 - yago11k_both - [INFO] - [E:179| 600]: Train Loss:0.0011473, Val MRR:0.32139, yago11k_both
2023-06-09 12:19:03,300 - yago11k_both - [INFO] - [Epoch:179]: Training Loss:0.001147
2023-06-09 12:19:03,803 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 12:19:32,840 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 12:20:01,448 - yago11k_both - [INFO] - [Evaluating Epoch 179 valid]:
MRR: Tail : 0.40197, Head : 0.23017, Avg : 0.31607
MR: Tail : 491.37, Head : 847.09, Avg : 669.23
Hit-1: Tail : 0.31189, Head : 0.18825, Avg : 0.25007
Hit-3: Tail : 0.45054, Head : 0.22451, Avg : 0.33752
Hit-10: Tail : 0.57502, Head : 0.30897, Avg : 0.442
2023-06-09 12:20:01,448 - yago11k_both - [INFO] - [Epoch 179]: Training Loss: 0.0011473, Valid MRR: 0.32139,
2023-06-09 12:20:02,869 - yago11k_both - [INFO] - [E:180| 0]: Train Loss:0.0011314, Val MRR:0.32139, yago11k_both
2023-06-09 12:22:24,990 - yago11k_both - [INFO] - [E:180| 100]: Train Loss:0.0011457, Val MRR:0.32139, yago11k_both
2023-06-09 12:24:48,927 - yago11k_both - [INFO] - [E:180| 200]: Train Loss:0.0011466, Val MRR:0.32139, yago11k_both
2023-06-09 12:27:11,193 - yago11k_both - [INFO] - [E:180| 300]: Train Loss:0.0011465, Val MRR:0.32139, yago11k_both
2023-06-09 12:29:34,186 - yago11k_both - [INFO] - [E:180| 400]: Train Loss:0.0011464, Val MRR:0.32139, yago11k_both
2023-06-09 12:31:58,053 - yago11k_both - [INFO] - [E:180| 500]: Train Loss:0.0011468, Val MRR:0.32139, yago11k_both
2023-06-09 12:34:19,913 - yago11k_both - [INFO] - [E:180| 600]: Train Loss:0.0011468, Val MRR:0.32139, yago11k_both
2023-06-09 12:34:19,913 - yago11k_both - [INFO] - [Epoch:180]: Training Loss:0.001147
2023-06-09 12:34:20,409 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 12:34:49,441 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 12:35:17,933 - yago11k_both - [INFO] - [Evaluating Epoch 180 valid]:
MRR: Tail : 0.40531, Head : 0.22744, Avg : 0.31637
2023-06-09 12:35:17,933 - yago11k_both - [INFO] - [Epoch 180]: Training Loss: 0.0011468, Valid MRR: 0.32139,
2023-06-09 12:35:19,400 - yago11k_both - [INFO] - [E:181| 0]: Train Loss:0.0011154, Val MRR:0.32139, yago11k_both
2023-06-09 12:37:42,120 - yago11k_both - [INFO] - [E:181| 100]: Train Loss:0.0011453, Val MRR:0.32139, yago11k_both
2023-06-09 12:40:06,224 - yago11k_both - [INFO] - [E:181| 200]: Train Loss:0.0011438, Val MRR:0.32139, yago11k_both
2023-06-09 12:42:28,571 - yago11k_both - [INFO] - [E:181| 300]: Train Loss:0.0011451, Val MRR:0.32139, yago11k_both
2023-06-09 12:44:52,498 - yago11k_both - [INFO] - [E:181| 400]: Train Loss:0.001145, Val MRR:0.32139, yago11k_both
2023-06-09 12:47:14,886 - yago11k_both - [INFO] - [E:181| 500]: Train Loss:0.0011454, Val MRR:0.32139, yago11k_both
2023-06-09 12:49:36,184 - yago11k_both - [INFO] - [E:181| 600]: Train Loss:0.0011459, Val MRR:0.32139, yago11k_both
2023-06-09 12:49:36,185 - yago11k_both - [INFO] - [Epoch:181]: Training Loss:0.001146
2023-06-09 12:49:36,664 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 12:50:05,439 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 12:50:32,875 - yago11k_both - [INFO] - [Evaluating Epoch 181 valid]:
MRR: Tail : 0.40084, Head : 0.22908, Avg : 0.31496
2023-06-09 12:50:32,875 - yago11k_both - [INFO] - [Epoch 181]: Training Loss: 0.0011459, Valid MRR: 0.32139,
2023-06-09 12:50:34,170 - yago11k_both - [INFO] - [E:182| 0]: Train Loss:0.0011429, Val MRR:0.32139, yago11k_both
2023-06-09 12:52:39,394 - yago11k_both - [INFO] - [E:182| 100]: Train Loss:0.0011456, Val MRR:0.32139, yago11k_both
2023-06-09 12:54:42,318 - yago11k_both - [INFO] - [E:182| 200]: Train Loss:0.0011448, Val MRR:0.32139, yago11k_both
2023-06-09 12:56:46,019 - yago11k_both - [INFO] - [E:182| 300]: Train Loss:0.0011445, Val MRR:0.32139, yago11k_both
2023-06-09 12:58:58,455 - yago11k_both - [INFO] - [E:182| 400]: Train Loss:0.0011451, Val MRR:0.32139, yago11k_both
2023-06-09 13:01:20,758 - yago11k_both - [INFO] - [E:182| 500]: Train Loss:0.0011457, Val MRR:0.32139, yago11k_both
2023-06-09 13:03:43,969 - yago11k_both - [INFO] - [E:182| 600]: Train Loss:0.0011458, Val MRR:0.32139, yago11k_both
2023-06-09 13:03:43,970 - yago11k_both - [INFO] - [Epoch:182]: Training Loss:0.001146
2023-06-09 13:03:44,513 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 13:04:11,830 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 13:04:40,210 - yago11k_both - [INFO] - [Evaluating Epoch 182 valid]:
MRR: Tail : 0.40283, Head : 0.22946, Avg : 0.31614
2023-06-09 13:04:40,211 - yago11k_both - [INFO] - [Epoch 182]: Training Loss: 0.0011458, Valid MRR: 0.32139,
2023-06-09 13:04:41,703 - yago11k_both - [INFO] - [E:183| 0]: Train Loss:0.0011541, Val MRR:0.32139, yago11k_both
2023-06-09 13:07:06,044 - yago11k_both - [INFO] - [E:183| 100]: Train Loss:0.0011406, Val MRR:0.32139, yago11k_both
2023-06-09 13:09:28,109 - yago11k_both - [INFO] - [E:183| 200]: Train Loss:0.0011419, Val MRR:0.32139, yago11k_both
2023-06-09 13:11:51,922 - yago11k_both - [INFO] - [E:183| 300]: Train Loss:0.0011428, Val MRR:0.32139, yago11k_both
2023-06-09 13:14:14,336 - yago11k_both - [INFO] - [E:183| 400]: Train Loss:0.0011436, Val MRR:0.32139, yago11k_both
2023-06-09 13:16:36,854 - yago11k_both - [INFO] - [E:183| 500]: Train Loss:0.0011443, Val MRR:0.32139, yago11k_both
2023-06-09 13:19:00,001 - yago11k_both - [INFO] - [E:183| 600]: Train Loss:0.0011451, Val MRR:0.32139, yago11k_both
2023-06-09 13:19:00,002 - yago11k_both - [INFO] - [Epoch:183]: Training Loss:0.001145
2023-06-09 13:19:00,541 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 13:19:29,490 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 13:19:57,153 - yago11k_both - [INFO] - [Evaluating Epoch 183 valid]:
MRR: Tail : 0.40329, Head : 0.22936, Avg : 0.31632
2023-06-09 13:19:57,153 - yago11k_both - [INFO] - [Epoch 183]: Training Loss: 0.0011451, Valid MRR: 0.32139,
2023-06-09 13:19:58,503 - yago11k_both - [INFO] - [E:184| 0]: Train Loss:0.0011315, Val MRR:0.32139, yago11k_both
2023-06-09 13:22:22,119 - yago11k_both - [INFO] - [E:184| 100]: Train Loss:0.0011431, Val MRR:0.32139, yago11k_both
2023-06-09 13:24:44,535 - yago11k_both - [INFO] - [E:184| 200]: Train Loss:0.0011439, Val MRR:0.32139, yago11k_both
2023-06-09 13:27:08,409 - yago11k_both - [INFO] - [E:184| 300]: Train Loss:0.0011439, Val MRR:0.32139, yago11k_both
2023-06-09 13:29:30,782 - yago11k_both - [INFO] - [E:184| 400]: Train Loss:0.0011435, Val MRR:0.32139, yago11k_both
2023-06-09 13:31:54,420 - yago11k_both - [INFO] - [E:184| 500]: Train Loss:0.0011444, Val MRR:0.32139, yago11k_both
2023-06-09 13:34:16,458 - yago11k_both - [INFO] - [E:184| 600]: Train Loss:0.0011445, Val MRR:0.32139, yago11k_both
2023-06-09 13:34:16,458 - yago11k_both - [INFO] - [Epoch:184]: Training Loss:0.001144
2023-06-09 13:34:16,988 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 13:34:45,930 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 13:35:14,331 - yago11k_both - [INFO] - [Evaluating Epoch 184 valid]:
MRR: Tail : 0.40442, Head : 0.23049, Avg : 0.31746
2023-06-09 13:35:14,331 - yago11k_both - [INFO] - [Epoch 184]: Training Loss: 0.0011445, Valid MRR: 0.32139,
2023-06-09 13:35:15,780 - yago11k_both - [INFO] - [E:185| 0]: Train Loss:0.0011369, Val MRR:0.32139, yago11k_both
2023-06-09 13:37:35,656 - yago11k_both - [INFO] - [E:185| 100]: Train Loss:0.0011392, Val MRR:0.32139, yago11k_both
2023-06-09 13:39:59,341 - yago11k_both - [INFO] - [E:185| 200]: Train Loss:0.0011433, Val MRR:0.32139, yago11k_both
2023-06-09 13:42:21,729 - yago11k_both - [INFO] - [E:185| 300]: Train Loss:0.0011434, Val MRR:0.32139, yago11k_both
2023-06-09 13:44:43,343 - yago11k_both - [INFO] - [E:185| 400]: Train Loss:0.0011438, Val MRR:0.32139, yago11k_both
2023-06-09 13:47:07,672 - yago11k_both - [INFO] - [E:185| 500]: Train Loss:0.0011437, Val MRR:0.32139, yago11k_both
2023-06-09 13:49:29,194 - yago11k_both - [INFO] - [E:185| 600]: Train Loss:0.0011439, Val MRR:0.32139, yago11k_both
2023-06-09 13:49:29,194 - yago11k_both - [INFO] - [Epoch:185]: Training Loss:0.001144
2023-06-09 13:49:29,722 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 13:49:58,614 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 13:50:27,175 - yago11k_both - [INFO] - [Evaluating Epoch 185 valid]:
MRR: Tail : 0.40394, Head : 0.23007, Avg : 0.31701
2023-06-09 13:50:27,176 - yago11k_both - [INFO] - [Epoch 185]: Training Loss: 0.0011439, Valid MRR: 0.32139,
2023-06-09 13:50:28,627 - yago11k_both - [INFO] - [E:186| 0]: Train Loss:0.0011368, Val MRR:0.32139, yago11k_both
2023-06-09 13:52:51,111 - yago11k_both - [INFO] - [E:186| 100]: Train Loss:0.0011449, Val MRR:0.32139, yago11k_both
2023-06-09 13:55:15,620 - yago11k_both - [INFO] - [E:186| 200]: Train Loss:0.0011441, Val MRR:0.32139, yago11k_both
2023-06-09 13:57:38,102 - yago11k_both - [INFO] - [E:186| 300]: Train Loss:0.0011435, Val MRR:0.32139, yago11k_both
2023-06-09 14:00:01,720 - yago11k_both - [INFO] - [E:186| 400]: Train Loss:0.001144, Val MRR:0.32139, yago11k_both
2023-06-09 14:02:24,526 - yago11k_both - [INFO] - [E:186| 500]: Train Loss:0.0011442, Val MRR:0.32139, yago11k_both
2023-06-09 14:04:45,692 - yago11k_both - [INFO] - [E:186| 600]: Train Loss:0.0011438, Val MRR:0.32139, yago11k_both
2023-06-09 14:04:45,692 - yago11k_both - [INFO] - [Epoch:186]: Training Loss:0.001144
2023-06-09 14:04:46,191 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 14:05:15,143 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 14:05:43,662 - yago11k_both - [INFO] - [Evaluating Epoch 186 valid]:
MRR: Tail : 0.40312, Head : 0.22988, Avg : 0.3165
2023-06-09 14:05:43,662 - yago11k_both - [INFO] - [Epoch 186]: Training Loss: 0.0011438, Valid MRR: 0.32139,
2023-06-09 14:05:45,100 - yago11k_both - [INFO] - [E:187| 0]: Train Loss:0.001142, Val MRR:0.32139, yago11k_both
2023-06-09 14:08:07,974 - yago11k_both - [INFO] - [E:187| 100]: Train Loss:0.0011416, Val MRR:0.32139, yago11k_both
2023-06-09 14:10:31,137 - yago11k_both - [INFO] - [E:187| 200]: Train Loss:0.0011425, Val MRR:0.32139, yago11k_both
2023-06-09 14:12:53,318 - yago11k_both - [INFO] - [E:187| 300]: Train Loss:0.0011421, Val MRR:0.32139, yago11k_both
2023-06-09 14:15:17,402 - yago11k_both - [INFO] - [E:187| 400]: Train Loss:0.0011423, Val MRR:0.32139, yago11k_both
2023-06-09 14:17:37,160 - yago11k_both - [INFO] - [E:187| 500]: Train Loss:0.0011425, Val MRR:0.32139, yago11k_both
2023-06-09 14:20:00,296 - yago11k_both - [INFO] - [E:187| 600]: Train Loss:0.0011432, Val MRR:0.32139, yago11k_both
2023-06-09 14:20:00,296 - yago11k_both - [INFO] - [Epoch:187]: Training Loss:0.001143
2023-06-09 14:20:00,808 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 14:20:28,412 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 14:20:56,661 - yago11k_both - [INFO] - [Evaluating Epoch 187 valid]:
MRR: Tail : 0.40358, Head : 0.22921, Avg : 0.31639
2023-06-09 14:20:56,662 - yago11k_both - [INFO] - [Epoch 187]: Training Loss: 0.0011432, Valid MRR: 0.32139,
2023-06-09 14:20:58,136 - yago11k_both - [INFO] - [E:188| 0]: Train Loss:0.0011472, Val MRR:0.32139, yago11k_both
2023-06-09 14:23:22,452 - yago11k_both - [INFO] - [E:188| 100]: Train Loss:0.0011394, Val MRR:0.32139, yago11k_both
2023-06-09 14:25:44,713 - yago11k_both - [INFO] - [E:188| 200]: Train Loss:0.0011405, Val MRR:0.32139, yago11k_both
2023-06-09 14:28:08,774 - yago11k_both - [INFO] - [E:188| 300]: Train Loss:0.0011414, Val MRR:0.32139, yago11k_both
2023-06-09 14:30:31,568 - yago11k_both - [INFO] - [E:188| 400]: Train Loss:0.0011415, Val MRR:0.32139, yago11k_both
2023-06-09 14:32:54,170 - yago11k_both - [INFO] - [E:188| 500]: Train Loss:0.0011426, Val MRR:0.32139, yago11k_both
2023-06-09 14:35:02,676 - yago11k_both - [INFO] - [E:188| 600]: Train Loss:0.0011426, Val MRR:0.32139, yago11k_both
2023-06-09 14:35:02,677 - yago11k_both - [INFO] - [Epoch:188]: Training Loss:0.001143
2023-06-09 14:35:03,116 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 14:35:28,064 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 14:35:51,544 - yago11k_both - [INFO] - [Evaluating Epoch 188 valid]:
MRR: Tail : 0.40043, Head : 0.22854, Avg : 0.31448
2023-06-09 14:35:51,545 - yago11k_both - [INFO] - [Epoch 188]: Training Loss: 0.0011426, Valid MRR: 0.32139,
2023-06-09 14:35:52,737 - yago11k_both - [INFO] - [E:189| 0]: Train Loss:0.0011439, Val MRR:0.32139, yago11k_both
2023-06-09 14:37:57,071 - yago11k_both - [INFO] - [E:189| 100]: Train Loss:0.0011394, Val MRR:0.32139, yago11k_both
2023-06-09 14:40:00,436 - yago11k_both - [INFO] - [E:189| 200]: Train Loss:0.0011419, Val MRR:0.32139, yago11k_both
2023-06-09 14:42:15,809 - yago11k_both - [INFO] - [E:189| 300]: Train Loss:0.0011425, Val MRR:0.32139, yago11k_both
2023-06-09 14:44:38,237 - yago11k_both - [INFO] - [E:189| 400]: Train Loss:0.0011424, Val MRR:0.32139, yago11k_both
2023-06-09 14:47:00,718 - yago11k_both - [INFO] - [E:189| 500]: Train Loss:0.0011426, Val MRR:0.32139, yago11k_both
2023-06-09 14:49:23,770 - yago11k_both - [INFO] - [E:189| 600]: Train Loss:0.0011424, Val MRR:0.32139, yago11k_both
2023-06-09 14:49:23,770 - yago11k_both - [INFO] - [Epoch:189]: Training Loss:0.001142
2023-06-09 14:49:24,284 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 14:49:53,106 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 14:50:21,428 - yago11k_both - [INFO] - [Evaluating Epoch 189 valid]:
MRR: Tail : 0.39966, Head : 0.22771, Avg : 0.31368
MR: Tail : 521.93, Head : 853.46, Avg : 687.7
Hit-1: Tail : 0.30772, Head : 0.18463, Avg : 0.24618
Hit-3: Tail : 0.44123, Head : 0.22631, Avg : 0.33377
Hit-10: Tail : 0.57849, Head : 0.3087, Avg : 0.4436
2023-06-09 14:50:21,429 - yago11k_both - [INFO] - [Epoch 189]: Training Loss: 0.0011424, Valid MRR: 0.32139,
2023-06-09 14:50:22,881 - yago11k_both - [INFO] - [E:190| 0]: Train Loss:0.0011466, Val MRR:0.32139, yago11k_both
2023-06-09 14:52:45,042 - yago11k_both - [INFO] - [E:190| 100]: Train Loss:0.0011417, Val MRR:0.32139, yago11k_both
2023-06-09 14:55:07,543 - yago11k_both - [INFO] - [E:190| 200]: Train Loss:0.0011425, Val MRR:0.32139, yago11k_both
2023-06-09 14:57:31,777 - yago11k_both - [INFO] - [E:190| 300]: Train Loss:0.0011428, Val MRR:0.32139, yago11k_both
2023-06-09 14:59:54,250 - yago11k_both - [INFO] - [E:190| 400]: Train Loss:0.001143, Val MRR:0.32139, yago11k_both
2023-06-09 15:02:18,421 - yago11k_both - [INFO] - [E:190| 500]: Train Loss:0.0011427, Val MRR:0.32139, yago11k_both
2023-06-09 15:04:39,905 - yago11k_both - [INFO] - [E:190| 600]: Train Loss:0.0011425, Val MRR:0.32139, yago11k_both
2023-06-09 15:04:39,906 - yago11k_both - [INFO] - [Epoch:190]: Training Loss:0.001142
2023-06-09 15:04:40,431 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 15:05:09,381 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 15:05:37,782 - yago11k_both - [INFO] - [Evaluating Epoch 190 valid]:
MRR: Tail : 0.40485, Head : 0.23018, Avg : 0.31752
2023-06-09 15:05:37,782 - yago11k_both - [INFO] - [Epoch 190]: Training Loss: 0.0011425, Valid MRR: 0.32139,
2023-06-09 15:05:39,229 - yago11k_both - [INFO] - [E:191| 0]: Train Loss:0.00113, Val MRR:0.32139, yago11k_both
2023-06-09 15:08:01,549 - yago11k_both - [INFO] - [E:191| 100]: Train Loss:0.0011424, Val MRR:0.32139, yago11k_both
2023-06-09 15:10:25,792 - yago11k_both - [INFO] - [E:191| 200]: Train Loss:0.0011406, Val MRR:0.32139, yago11k_both
2023-06-09 15:12:48,202 - yago11k_both - [INFO] - [E:191| 300]: Train Loss:0.0011411, Val MRR:0.32139, yago11k_both
2023-06-09 15:15:09,304 - yago11k_both - [INFO] - [E:191| 400]: Train Loss:0.001142, Val MRR:0.32139, yago11k_both
2023-06-09 15:17:32,078 - yago11k_both - [INFO] - [E:191| 500]: Train Loss:0.0011414, Val MRR:0.32139, yago11k_both
2023-06-09 15:19:53,339 - yago11k_both - [INFO] - [E:191| 600]: Train Loss:0.0011421, Val MRR:0.32139, yago11k_both
2023-06-09 15:19:53,339 - yago11k_both - [INFO] - [Epoch:191]: Training Loss:0.001142
2023-06-09 15:19:53,821 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 15:20:22,856 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 15:20:51,346 - yago11k_both - [INFO] - [Evaluating Epoch 191 valid]:
MRR: Tail : 0.40766, Head : 0.22933, Avg : 0.3185
2023-06-09 15:20:51,346 - yago11k_both - [INFO] - [Epoch 191]: Training Loss: 0.0011421, Valid MRR: 0.32139,
2023-06-09 15:20:52,824 - yago11k_both - [INFO] - [E:192| 0]: Train Loss:0.0011227, Val MRR:0.32139, yago11k_both
2023-06-09 15:23:15,052 - yago11k_both - [INFO] - [E:192| 100]: Train Loss:0.001138, Val MRR:0.32139, yago11k_both
2023-06-09 15:25:38,943 - yago11k_both - [INFO] - [E:192| 200]: Train Loss:0.0011387, Val MRR:0.32139, yago11k_both
2023-06-09 15:28:01,249 - yago11k_both - [INFO] - [E:192| 300]: Train Loss:0.0011395, Val MRR:0.32139, yago11k_both
2023-06-09 15:30:25,242 - yago11k_both - [INFO] - [E:192| 400]: Train Loss:0.0011396, Val MRR:0.32139, yago11k_both
2023-06-09 15:32:47,326 - yago11k_both - [INFO] - [E:192| 500]: Train Loss:0.0011401, Val MRR:0.32139, yago11k_both
2023-06-09 15:35:09,026 - yago11k_both - [INFO] - [E:192| 600]: Train Loss:0.0011408, Val MRR:0.32139, yago11k_both
2023-06-09 15:35:09,026 - yago11k_both - [INFO] - [Epoch:192]: Training Loss:0.001141
2023-06-09 15:35:09,480 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 15:35:38,032 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 15:36:06,586 - yago11k_both - [INFO] - [Evaluating Epoch 192 valid]:
MRR: Tail : 0.40458, Head : 0.2317, Avg : 0.31814
2023-06-09 15:36:06,586 - yago11k_both - [INFO] - [Epoch 192]: Training Loss: 0.0011408, Valid MRR: 0.32139,
2023-06-09 15:36:08,028 - yago11k_both - [INFO] - [E:193| 0]: Train Loss:0.0011849, Val MRR:0.32139, yago11k_both
2023-06-09 15:38:32,358 - yago11k_both - [INFO] - [E:193| 100]: Train Loss:0.0011425, Val MRR:0.32139, yago11k_both
2023-06-09 15:40:54,539 - yago11k_both - [INFO] - [E:193| 200]: Train Loss:0.0011415, Val MRR:0.32139, yago11k_both
2023-06-09 15:43:16,926 - yago11k_both - [INFO] - [E:193| 300]: Train Loss:0.0011409, Val MRR:0.32139, yago11k_both
2023-06-09 15:45:40,573 - yago11k_both - [INFO] - [E:193| 400]: Train Loss:0.0011413, Val MRR:0.32139, yago11k_both
2023-06-09 15:48:02,428 - yago11k_both - [INFO] - [E:193| 500]: Train Loss:0.0011413, Val MRR:0.32139, yago11k_both
2023-06-09 15:50:25,480 - yago11k_both - [INFO] - [E:193| 600]: Train Loss:0.0011412, Val MRR:0.32139, yago11k_both
2023-06-09 15:50:25,481 - yago11k_both - [INFO] - [Epoch:193]: Training Loss:0.001141
2023-06-09 15:50:25,981 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 15:50:54,277 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 15:51:21,588 - yago11k_both - [INFO] - [Evaluating Epoch 193 valid]:
MRR: Tail : 0.40265, Head : 0.23181, Avg : 0.31723
2023-06-09 15:51:21,588 - yago11k_both - [INFO] - [Epoch 193]: Training Loss: 0.0011412, Valid MRR: 0.32139,
2023-06-09 15:51:23,052 - yago11k_both - [INFO] - [E:194| 0]: Train Loss:0.0011285, Val MRR:0.32139, yago11k_both
2023-06-09 15:53:47,281 - yago11k_both - [INFO] - [E:194| 100]: Train Loss:0.0011411, Val MRR:0.32139, yago11k_both
2023-06-09 15:56:09,464 - yago11k_both - [INFO] - [E:194| 200]: Train Loss:0.0011407, Val MRR:0.32139, yago11k_both
2023-06-09 15:58:33,673 - yago11k_both - [INFO] - [E:194| 300]: Train Loss:0.0011408, Val MRR:0.32139, yago11k_both
2023-06-09 16:00:56,001 - yago11k_both - [INFO] - [E:194| 400]: Train Loss:0.0011406, Val MRR:0.32139, yago11k_both
2023-06-09 16:03:18,277 - yago11k_both - [INFO] - [E:194| 500]: Train Loss:0.0011405, Val MRR:0.32139, yago11k_both
2023-06-09 16:05:41,039 - yago11k_both - [INFO] - [E:194| 600]: Train Loss:0.0011408, Val MRR:0.32139, yago11k_both
2023-06-09 16:05:41,040 - yago11k_both - [INFO] - [Epoch:194]: Training Loss:0.001141
2023-06-09 16:05:41,578 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 16:06:10,479 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 16:06:38,915 - yago11k_both - [INFO] - [Evaluating Epoch 194 valid]:
MRR: Tail : 0.40576, Head : 0.23171, Avg : 0.31873
2023-06-09 16:06:38,915 - yago11k_both - [INFO] - [Epoch 194]: Training Loss: 0.0011408, Valid MRR: 0.32139,
2023-06-09 16:06:40,355 - yago11k_both - [INFO] - [E:195| 0]: Train Loss:0.0011304, Val MRR:0.32139, yago11k_both
2023-06-09 16:09:02,985 - yago11k_both - [INFO] - [E:195| 100]: Train Loss:0.0011398, Val MRR:0.32139, yago11k_both
2023-06-09 16:11:25,799 - yago11k_both - [INFO] - [E:195| 200]: Train Loss:0.0011395, Val MRR:0.32139, yago11k_both
2023-06-09 16:13:49,699 - yago11k_both - [INFO] - [E:195| 300]: Train Loss:0.0011395, Val MRR:0.32139, yago11k_both
2023-06-09 16:16:11,914 - yago11k_both - [INFO] - [E:195| 400]: Train Loss:0.0011404, Val MRR:0.32139, yago11k_both
2023-06-09 16:18:18,934 - yago11k_both - [INFO] - [E:195| 500]: Train Loss:0.0011403, Val MRR:0.32139, yago11k_both
2023-06-09 16:20:20,942 - yago11k_both - [INFO] - [E:195| 600]: Train Loss:0.0011405, Val MRR:0.32139, yago11k_both
2023-06-09 16:20:20,942 - yago11k_both - [INFO] - [Epoch:195]: Training Loss:0.00114
2023-06-09 16:20:21,420 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 16:20:46,351 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 16:21:10,603 - yago11k_both - [INFO] - [Evaluating Epoch 195 valid]:
MRR: Tail : 0.40927, Head : 0.23058, Avg : 0.31992
2023-06-09 16:21:10,603 - yago11k_both - [INFO] - [Epoch 195]: Training Loss: 0.0011405, Valid MRR: 0.32139,
2023-06-09 16:21:11,790 - yago11k_both - [INFO] - [E:196| 0]: Train Loss:0.0011301, Val MRR:0.32139, yago11k_both
2023-06-09 16:23:15,709 - yago11k_both - [INFO] - [E:196| 100]: Train Loss:0.0011378, Val MRR:0.32139, yago11k_both
2023-06-09 16:25:31,942 - yago11k_both - [INFO] - [E:196| 200]: Train Loss:0.0011386, Val MRR:0.32139, yago11k_both
2023-06-09 16:27:55,732 - yago11k_both - [INFO] - [E:196| 300]: Train Loss:0.0011383, Val MRR:0.32139, yago11k_both
2023-06-09 16:30:18,490 - yago11k_both - [INFO] - [E:196| 400]: Train Loss:0.0011394, Val MRR:0.32139, yago11k_both
2023-06-09 16:32:42,728 - yago11k_both - [INFO] - [E:196| 500]: Train Loss:0.0011395, Val MRR:0.32139, yago11k_both
2023-06-09 16:35:03,884 - yago11k_both - [INFO] - [E:196| 600]: Train Loss:0.0011398, Val MRR:0.32139, yago11k_both
2023-06-09 16:35:03,884 - yago11k_both - [INFO] - [Epoch:196]: Training Loss:0.00114
2023-06-09 16:35:04,386 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 16:35:33,399 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 16:36:01,931 - yago11k_both - [INFO] - [Evaluating Epoch 196 valid]:
MRR: Tail : 0.40468, Head : 0.23033, Avg : 0.31751
2023-06-09 16:36:01,931 - yago11k_both - [INFO] - [Epoch 196]: Training Loss: 0.0011398, Valid MRR: 0.32139,
2023-06-09 16:36:03,378 - yago11k_both - [INFO] - [E:197| 0]: Train Loss:0.0011522, Val MRR:0.32139, yago11k_both
2023-06-09 16:38:26,043 - yago11k_both - [INFO] - [E:197| 100]: Train Loss:0.001136, Val MRR:0.32139, yago11k_both
2023-06-09 16:40:50,394 - yago11k_both - [INFO] - [E:197| 200]: Train Loss:0.0011378, Val MRR:0.32139, yago11k_both
2023-06-09 16:43:12,448 - yago11k_both - [INFO] - [E:197| 300]: Train Loss:0.0011382, Val MRR:0.32139, yago11k_both
2023-06-09 16:45:35,446 - yago11k_both - [INFO] - [E:197| 400]: Train Loss:0.0011389, Val MRR:0.32139, yago11k_both
2023-06-09 16:47:59,463 - yago11k_both - [INFO] - [E:197| 500]: Train Loss:0.001139, Val MRR:0.32139, yago11k_both
2023-06-09 16:50:20,911 - yago11k_both - [INFO] - [E:197| 600]: Train Loss:0.0011392, Val MRR:0.32139, yago11k_both
2023-06-09 16:50:20,912 - yago11k_both - [INFO] - [Epoch:197]: Training Loss:0.001139
2023-06-09 16:50:21,416 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 16:50:50,293 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 16:51:18,795 - yago11k_both - [INFO] - [Evaluating Epoch 197 valid]:
MRR: Tail : 0.40347, Head : 0.2311, Avg : 0.31728
2023-06-09 16:51:18,795 - yago11k_both - [INFO] - [Epoch 197]: Training Loss: 0.0011392, Valid MRR: 0.32139,
2023-06-09 16:51:20,204 - yago11k_both - [INFO] - [E:198| 0]: Train Loss:0.00112, Val MRR:0.32139, yago11k_both
2023-06-09 16:53:42,398 - yago11k_both - [INFO] - [E:198| 100]: Train Loss:0.0011357, Val MRR:0.32139, yago11k_both
2023-06-09 16:56:06,070 - yago11k_both - [INFO] - [E:198| 200]: Train Loss:0.0011388, Val MRR:0.32139, yago11k_both
2023-06-09 16:58:28,402 - yago11k_both - [INFO] - [E:198| 300]: Train Loss:0.0011381, Val MRR:0.32139, yago11k_both
2023-06-09 17:00:52,385 - yago11k_both - [INFO] - [E:198| 400]: Train Loss:0.0011384, Val MRR:0.32139, yago11k_both
2023-06-09 17:03:14,769 - yago11k_both - [INFO] - [E:198| 500]: Train Loss:0.0011384, Val MRR:0.32139, yago11k_both
2023-06-09 17:05:36,608 - yago11k_both - [INFO] - [E:198| 600]: Train Loss:0.0011392, Val MRR:0.32139, yago11k_both
2023-06-09 17:05:36,609 - yago11k_both - [INFO] - [Epoch:198]: Training Loss:0.001139
2023-06-09 17:05:37,111 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 17:06:05,922 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 17:06:34,396 - yago11k_both - [INFO] - [Evaluating Epoch 198 valid]:
MRR: Tail : 0.40446, Head : 0.23086, Avg : 0.31766
2023-06-09 17:06:34,397 - yago11k_both - [INFO] - [Epoch 198]: Training Loss: 0.0011392, Valid MRR: 0.32139,
2023-06-09 17:06:35,842 - yago11k_both - [INFO] - [E:199| 0]: Train Loss:0.0011439, Val MRR:0.32139, yago11k_both
2023-06-09 17:08:59,900 - yago11k_both - [INFO] - [E:199| 100]: Train Loss:0.0011343, Val MRR:0.32139, yago11k_both
2023-06-09 17:11:22,216 - yago11k_both - [INFO] - [E:199| 200]: Train Loss:0.0011358, Val MRR:0.32139, yago11k_both
2023-06-09 17:13:44,506 - yago11k_both - [INFO] - [E:199| 300]: Train Loss:0.0011372, Val MRR:0.32139, yago11k_both
2023-06-09 17:16:08,532 - yago11k_both - [INFO] - [E:199| 400]: Train Loss:0.0011385, Val MRR:0.32139, yago11k_both
2023-06-09 17:18:30,937 - yago11k_both - [INFO] - [E:199| 500]: Train Loss:0.0011388, Val MRR:0.32139, yago11k_both
2023-06-09 17:20:54,064 - yago11k_both - [INFO] - [E:199| 600]: Train Loss:0.001139, Val MRR:0.32139, yago11k_both
2023-06-09 17:20:54,065 - yago11k_both - [INFO] - [Epoch:199]: Training Loss:0.001139
2023-06-09 17:20:54,612 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 17:21:22,617 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 17:21:50,102 - yago11k_both - [INFO] - [Evaluating Epoch 199 valid]:
MRR: Tail : 0.40157, Head : 0.23126, Avg : 0.31641
MR: Tail : 536.76, Head : 855.85, Avg : 696.3
Hit-1: Tail : 0.31259, Head : 0.19019, Avg : 0.25139
Hit-3: Tail : 0.44512, Head : 0.22548, Avg : 0.3353
Hit-10: Tail : 0.57724, Head : 0.30884, Avg : 0.44304
2023-06-09 17:21:50,102 - yago11k_both - [INFO] - [Epoch 199]: Training Loss: 0.001139, Valid MRR: 0.32139,
2023-06-09 17:21:51,554 - yago11k_both - [INFO] - [E:200| 0]: Train Loss:0.0011516, Val MRR:0.32139, yago11k_both
2023-06-09 17:24:16,084 - yago11k_both - [INFO] - [E:200| 100]: Train Loss:0.0011377, Val MRR:0.32139, yago11k_both
2023-06-09 17:26:38,355 - yago11k_both - [INFO] - [E:200| 200]: Train Loss:0.0011372, Val MRR:0.32139, yago11k_both
2023-06-09 17:29:02,299 - yago11k_both - [INFO] - [E:200| 300]: Train Loss:0.0011373, Val MRR:0.32139, yago11k_both
2023-06-09 17:31:24,917 - yago11k_both - [INFO] - [E:200| 400]: Train Loss:0.0011381, Val MRR:0.32139, yago11k_both
2023-06-09 17:33:47,319 - yago11k_both - [INFO] - [E:200| 500]: Train Loss:0.0011384, Val MRR:0.32139, yago11k_both
2023-06-09 17:36:10,492 - yago11k_both - [INFO] - [E:200| 600]: Train Loss:0.0011384, Val MRR:0.32139, yago11k_both
2023-06-09 17:36:10,493 - yago11k_both - [INFO] - [Epoch:200]: Training Loss:0.001138
2023-06-09 17:36:11,054 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 17:36:39,942 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 17:37:08,228 - yago11k_both - [INFO] - [Evaluating Epoch 200 valid]:
MRR: Tail : 0.40269, Head : 0.23034, Avg : 0.31652
2023-06-09 17:37:08,228 - yago11k_both - [INFO] - [Epoch 200]: Training Loss: 0.0011384, Valid MRR: 0.32139,
2023-06-09 17:37:09,619 - yago11k_both - [INFO] - [E:201| 0]: Train Loss:0.0011592, Val MRR:0.32139, yago11k_both
2023-06-09 17:39:32,134 - yago11k_both - [INFO] - [E:201| 100]: Train Loss:0.0011382, Val MRR:0.32139, yago11k_both
2023-06-09 17:41:54,406 - yago11k_both - [INFO] - [E:201| 200]: Train Loss:0.001138, Val MRR:0.32139, yago11k_both
2023-06-09 17:44:18,382 - yago11k_both - [INFO] - [E:201| 300]: Train Loss:0.0011381, Val MRR:0.32139, yago11k_both
2023-06-09 17:46:38,232 - yago11k_both - [INFO] - [E:201| 400]: Train Loss:0.0011374, Val MRR:0.32139, yago11k_both
2023-06-09 17:49:02,133 - yago11k_both - [INFO] - [E:201| 500]: Train Loss:0.0011377, Val MRR:0.32139, yago11k_both
2023-06-09 17:51:23,362 - yago11k_both - [INFO] - [E:201| 600]: Train Loss:0.001138, Val MRR:0.32139, yago11k_both
2023-06-09 17:51:23,363 - yago11k_both - [INFO] - [Epoch:201]: Training Loss:0.001138
2023-06-09 17:51:23,909 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 17:51:52,942 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 17:52:21,486 - yago11k_both - [INFO] - [Evaluating Epoch 201 valid]:
MRR: Tail : 0.40353, Head : 0.231, Avg : 0.31727
2023-06-09 17:52:21,486 - yago11k_both - [INFO] - [Epoch 201]: Training Loss: 0.001138, Valid MRR: 0.32139,
2023-06-09 17:52:22,928 - yago11k_both - [INFO] - [E:202| 0]: Train Loss:0.0011304, Val MRR:0.32139, yago11k_both
2023-06-09 17:54:45,748 - yago11k_both - [INFO] - [E:202| 100]: Train Loss:0.0011364, Val MRR:0.32139, yago11k_both
2023-06-09 17:57:09,566 - yago11k_both - [INFO] - [E:202| 200]: Train Loss:0.0011363, Val MRR:0.32139, yago11k_both
2023-06-09 17:59:31,279 - yago11k_both - [INFO] - [E:202| 300]: Train Loss:0.0011361, Val MRR:0.32139, yago11k_both
2023-06-09 18:01:34,457 - yago11k_both - [INFO] - [E:202| 400]: Train Loss:0.0011364, Val MRR:0.32139, yago11k_both
2023-06-09 18:03:39,526 - yago11k_both - [INFO] - [E:202| 500]: Train Loss:0.001137, Val MRR:0.32139, yago11k_both
2023-06-09 18:05:42,100 - yago11k_both - [INFO] - [E:202| 600]: Train Loss:0.0011378, Val MRR:0.32139, yago11k_both
2023-06-09 18:05:42,101 - yago11k_both - [INFO] - [Epoch:202]: Training Loss:0.001138
2023-06-09 18:05:42,507 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 18:06:07,568 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 18:06:32,287 - yago11k_both - [INFO] - [Evaluating Epoch 202 valid]:
MRR: Tail : 0.40779, Head : 0.2298, Avg : 0.3188
2023-06-09 18:06:32,287 - yago11k_both - [INFO] - [Epoch 202]: Training Loss: 0.0011378, Valid MRR: 0.32139,
2023-06-09 18:06:33,529 - yago11k_both - [INFO] - [E:203| 0]: Train Loss:0.0011675, Val MRR:0.32139, yago11k_both
2023-06-09 18:08:51,594 - yago11k_both - [INFO] - [E:203| 100]: Train Loss:0.0011361, Val MRR:0.32139, yago11k_both
2023-06-09 18:11:15,531 - yago11k_both - [INFO] - [E:203| 200]: Train Loss:0.0011367, Val MRR:0.32139, yago11k_both
2023-06-09 18:13:37,857 - yago11k_both - [INFO] - [E:203| 300]: Train Loss:0.0011368, Val MRR:0.32139, yago11k_both
2023-06-09 18:16:01,606 - yago11k_both - [INFO] - [E:203| 400]: Train Loss:0.0011364, Val MRR:0.32139, yago11k_both
2023-06-09 18:18:24,367 - yago11k_both - [INFO] - [E:203| 500]: Train Loss:0.0011369, Val MRR:0.32139, yago11k_both
2023-06-09 18:20:45,626 - yago11k_both - [INFO] - [E:203| 600]: Train Loss:0.0011372, Val MRR:0.32139, yago11k_both
2023-06-09 18:20:45,626 - yago11k_both - [INFO] - [Epoch:203]: Training Loss:0.001137
2023-06-09 18:20:46,139 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 18:21:14,980 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 18:21:43,542 - yago11k_both - [INFO] - [Evaluating Epoch 203 valid]:
MRR: Tail : 0.40523, Head : 0.23153, Avg : 0.31838
2023-06-09 18:21:43,542 - yago11k_both - [INFO] - [Epoch 203]: Training Loss: 0.0011372, Valid MRR: 0.32139,
2023-06-09 18:21:45,007 - yago11k_both - [INFO] - [E:204| 0]: Train Loss:0.0011382, Val MRR:0.32139, yago11k_both
2023-06-09 18:24:07,990 - yago11k_both - [INFO] - [E:204| 100]: Train Loss:0.0011373, Val MRR:0.32139, yago11k_both
2023-06-09 18:26:31,390 - yago11k_both - [INFO] - [E:204| 200]: Train Loss:0.0011375, Val MRR:0.32139, yago11k_both
2023-06-09 18:28:53,836 - yago11k_both - [INFO] - [E:204| 300]: Train Loss:0.0011377, Val MRR:0.32139, yago11k_both
2023-06-09 18:31:17,875 - yago11k_both - [INFO] - [E:204| 400]: Train Loss:0.0011369, Val MRR:0.32139, yago11k_both
2023-06-09 18:33:40,541 - yago11k_both - [INFO] - [E:204| 500]: Train Loss:0.0011371, Val MRR:0.32139, yago11k_both
2023-06-09 18:36:02,904 - yago11k_both - [INFO] - [E:204| 600]: Train Loss:0.0011371, Val MRR:0.32139, yago11k_both
2023-06-09 18:36:02,904 - yago11k_both - [INFO] - [Epoch:204]: Training Loss:0.001137
2023-06-09 18:36:03,369 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 18:36:31,275 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 18:36:59,870 - yago11k_both - [INFO] - [Evaluating Epoch 204 valid]:
MRR: Tail : 0.40679, Head : 0.23007, Avg : 0.31843
2023-06-09 18:36:59,870 - yago11k_both - [INFO] - [Epoch 204]: Training Loss: 0.0011371, Valid MRR: 0.32139,
2023-06-09 18:37:01,336 - yago11k_both - [INFO] - [E:205| 0]: Train Loss:0.0011322, Val MRR:0.32139, yago11k_both
2023-06-09 18:39:25,506 - yago11k_both - [INFO] - [E:205| 100]: Train Loss:0.0011334, Val MRR:0.32139, yago11k_both
2023-06-09 18:41:47,892 - yago11k_both - [INFO] - [E:205| 200]: Train Loss:0.0011351, Val MRR:0.32139, yago11k_both
2023-06-09 18:44:10,567 - yago11k_both - [INFO] - [E:205| 300]: Train Loss:0.0011349, Val MRR:0.32139, yago11k_both
2023-06-09 18:46:34,100 - yago11k_both - [INFO] - [E:205| 400]: Train Loss:0.0011354, Val MRR:0.32139, yago11k_both
2023-06-09 18:48:56,740 - yago11k_both - [INFO] - [E:205| 500]: Train Loss:0.0011365, Val MRR:0.32139, yago11k_both
2023-06-09 18:51:19,719 - yago11k_both - [INFO] - [E:205| 600]: Train Loss:0.0011374, Val MRR:0.32139, yago11k_both
2023-06-09 18:51:19,719 - yago11k_both - [INFO] - [Epoch:205]: Training Loss:0.001137
2023-06-09 18:51:20,269 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 18:51:49,034 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 18:52:15,944 - yago11k_both - [INFO] - [Evaluating Epoch 205 valid]:
MRR: Tail : 0.4056, Head : 0.22952, Avg : 0.31756
2023-06-09 18:52:15,945 - yago11k_both - [INFO] - [Epoch 205]: Training Loss: 0.0011374, Valid MRR: 0.32139,
2023-06-09 18:52:17,391 - yago11k_both - [INFO] - [E:206| 0]: Train Loss:0.0011292, Val MRR:0.32139, yago11k_both
2023-06-09 18:54:41,703 - yago11k_both - [INFO] - [E:206| 100]: Train Loss:0.0011452, Val MRR:0.32139, yago11k_both
2023-06-09 18:57:04,141 - yago11k_both - [INFO] - [E:206| 200]: Train Loss:0.0011412, Val MRR:0.32139, yago11k_both
2023-06-09 18:59:28,284 - yago11k_both - [INFO] - [E:206| 300]: Train Loss:0.0011394, Val MRR:0.32139, yago11k_both
2023-06-09 19:01:50,569 - yago11k_both - [INFO] - [E:206| 400]: Train Loss:0.0011389, Val MRR:0.32139, yago11k_both
2023-06-09 19:04:12,989 - yago11k_both - [INFO] - [E:206| 500]: Train Loss:0.0011383, Val MRR:0.32139, yago11k_both
2023-06-09 19:06:36,306 - yago11k_both - [INFO] - [E:206| 600]: Train Loss:0.001138, Val MRR:0.32139, yago11k_both
2023-06-09 19:06:36,306 - yago11k_both - [INFO] - [Epoch:206]: Training Loss:0.001138
2023-06-09 19:06:36,796 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 19:07:05,748 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 19:07:34,216 - yago11k_both - [INFO] - [Evaluating Epoch 206 valid]:
MRR: Tail : 0.40656, Head : 0.23034, Avg : 0.31845
2023-06-09 19:07:34,216 - yago11k_both - [INFO] - [Epoch 206]: Training Loss: 0.001138, Valid MRR: 0.32139,
2023-06-09 19:07:35,682 - yago11k_both - [INFO] - [E:207| 0]: Train Loss:0.0011516, Val MRR:0.32139, yago11k_both
2023-06-09 19:09:57,793 - yago11k_both - [INFO] - [E:207| 100]: Train Loss:0.0011344, Val MRR:0.32139, yago11k_both
2023-06-09 19:12:20,272 - yago11k_both - [INFO] - [E:207| 200]: Train Loss:0.0011349, Val MRR:0.32139, yago11k_both
2023-06-09 19:14:44,474 - yago11k_both - [INFO] - [E:207| 300]: Train Loss:0.0011351, Val MRR:0.32139, yago11k_both
2023-06-09 19:17:06,705 - yago11k_both - [INFO] - [E:207| 400]: Train Loss:0.0011355, Val MRR:0.32139, yago11k_both
2023-06-09 19:19:30,533 - yago11k_both - [INFO] - [E:207| 500]: Train Loss:0.0011362, Val MRR:0.32139, yago11k_both
2023-06-09 19:21:51,656 - yago11k_both - [INFO] - [E:207| 600]: Train Loss:0.0011362, Val MRR:0.32139, yago11k_both
2023-06-09 19:21:51,657 - yago11k_both - [INFO] - [Epoch:207]: Training Loss:0.001136
2023-06-09 19:21:52,172 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 19:22:20,969 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 19:22:49,523 - yago11k_both - [INFO] - [Evaluating Epoch 207 valid]:
MRR: Tail : 0.40594, Head : 0.23164, Avg : 0.31879
2023-06-09 19:22:49,523 - yago11k_both - [INFO] - [Epoch 207]: Training Loss: 0.0011362, Valid MRR: 0.32139,
2023-06-09 19:22:50,979 - yago11k_both - [INFO] - [E:208| 0]: Train Loss:0.0011352, Val MRR:0.32139, yago11k_both
2023-06-09 19:25:13,242 - yago11k_both - [INFO] - [E:208| 100]: Train Loss:0.0011339, Val MRR:0.32139, yago11k_both
2023-06-09 19:27:37,319 - yago11k_both - [INFO] - [E:208| 200]: Train Loss:0.0011339, Val MRR:0.32139, yago11k_both
2023-06-09 19:29:59,729 - yago11k_both - [INFO] - [E:208| 300]: Train Loss:0.0011347, Val MRR:0.32139, yago11k_both
2023-06-09 19:32:22,055 - yago11k_both - [INFO] - [E:208| 400]: Train Loss:0.0011348, Val MRR:0.32139, yago11k_both
2023-06-09 19:34:46,004 - yago11k_both - [INFO] - [E:208| 500]: Train Loss:0.0011353, Val MRR:0.32139, yago11k_both
2023-06-09 19:37:07,327 - yago11k_both - [INFO] - [E:208| 600]: Train Loss:0.0011356, Val MRR:0.32139, yago11k_both
2023-06-09 19:37:07,328 - yago11k_both - [INFO] - [Epoch:208]: Training Loss:0.001136
2023-06-09 19:37:07,855 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 19:37:36,744 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 19:38:05,222 - yago11k_both - [INFO] - [Evaluating Epoch 208 valid]:
MRR: Tail : 0.4064, Head : 0.23002, Avg : 0.31821
2023-06-09 19:38:05,222 - yago11k_both - [INFO] - [Epoch 208]: Training Loss: 0.0011356, Valid MRR: 0.32139,
2023-06-09 19:38:06,666 - yago11k_both - [INFO] - [E:209| 0]: Train Loss:0.0011158, Val MRR:0.32139, yago11k_both
2023-06-09 19:40:29,273 - yago11k_both - [INFO] - [E:209| 100]: Train Loss:0.0011368, Val MRR:0.32139, yago11k_both
2023-06-09 19:42:50,656 - yago11k_both - [INFO] - [E:209| 200]: Train Loss:0.0011363, Val MRR:0.32139, yago11k_both
2023-06-09 19:44:53,979 - yago11k_both - [INFO] - [E:209| 300]: Train Loss:0.0011352, Val MRR:0.32139, yago11k_both
2023-06-09 19:46:58,531 - yago11k_both - [INFO] - [E:209| 400]: Train Loss:0.0011352, Val MRR:0.32139, yago11k_both
2023-06-09 19:49:02,601 - yago11k_both - [INFO] - [E:209| 500]: Train Loss:0.0011354, Val MRR:0.32139, yago11k_both
2023-06-09 19:51:14,608 - yago11k_both - [INFO] - [E:209| 600]: Train Loss:0.0011358, Val MRR:0.32139, yago11k_both
2023-06-09 19:51:14,609 - yago11k_both - [INFO] - [Epoch:209]: Training Loss:0.001136
2023-06-09 19:51:15,129 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 19:51:44,191 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 19:52:12,624 - yago11k_both - [INFO] - [Evaluating Epoch 209 valid]:
MRR: Tail : 0.40168, Head : 0.22977, Avg : 0.31573
MR: Tail : 514.21, Head : 881.13, Avg : 697.67
Hit-1: Tail : 0.31564, Head : 0.18755, Avg : 0.2516
Hit-3: Tail : 0.44082, Head : 0.22742, Avg : 0.33412
Hit-10: Tail : 0.5671, Head : 0.30772, Avg : 0.43741
2023-06-09 19:52:12,625 - yago11k_both - [INFO] - [Epoch 209]: Training Loss: 0.0011358, Valid MRR: 0.32139,
2023-06-09 19:52:14,088 - yago11k_both - [INFO] - [E:210| 0]: Train Loss:0.0011117, Val MRR:0.32139, yago11k_both
2023-06-09 19:54:36,637 - yago11k_both - [INFO] - [E:210| 100]: Train Loss:0.0011351, Val MRR:0.32139, yago11k_both
2023-06-09 19:57:00,321 - yago11k_both - [INFO] - [E:210| 200]: Train Loss:0.0011357, Val MRR:0.32139, yago11k_both
2023-06-09 19:59:22,623 - yago11k_both - [INFO] - [E:210| 300]: Train Loss:0.0011349, Val MRR:0.32139, yago11k_both
2023-06-09 20:01:46,503 - yago11k_both - [INFO] - [E:210| 400]: Train Loss:0.0011347, Val MRR:0.32139, yago11k_both
2023-06-09 20:04:08,690 - yago11k_both - [INFO] - [E:210| 500]: Train Loss:0.0011349, Val MRR:0.32139, yago11k_both
2023-06-09 20:06:30,321 - yago11k_both - [INFO] - [E:210| 600]: Train Loss:0.0011354, Val MRR:0.32139, yago11k_both
2023-06-09 20:06:30,321 - yago11k_both - [INFO] - [Epoch:210]: Training Loss:0.001135
2023-06-09 20:06:30,804 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 20:06:58,803 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 20:07:27,224 - yago11k_both - [INFO] - [Evaluating Epoch 210 valid]:
MRR: Tail : 0.40347, Head : 0.23186, Avg : 0.31766
2023-06-09 20:07:27,225 - yago11k_both - [INFO] - [Epoch 210]: Training Loss: 0.0011354, Valid MRR: 0.32139,
2023-06-09 20:07:28,690 - yago11k_both - [INFO] - [E:211| 0]: Train Loss:0.001121, Val MRR:0.32139, yago11k_both
2023-06-09 20:09:52,629 - yago11k_both - [INFO] - [E:211| 100]: Train Loss:0.0011338, Val MRR:0.32139, yago11k_both
2023-06-09 20:12:14,076 - yago11k_both - [INFO] - [E:211| 200]: Train Loss:0.0011332, Val MRR:0.32139, yago11k_both
2023-06-09 20:14:35,065 - yago11k_both - [INFO] - [E:211| 300]: Train Loss:0.0011341, Val MRR:0.32139, yago11k_both
2023-06-09 20:16:56,591 - yago11k_both - [INFO] - [E:211| 400]: Train Loss:0.0011339, Val MRR:0.32139, yago11k_both
2023-06-09 20:19:16,943 - yago11k_both - [INFO] - [E:211| 500]: Train Loss:0.0011341, Val MRR:0.32139, yago11k_both
2023-06-09 20:21:37,872 - yago11k_both - [INFO] - [E:211| 600]: Train Loss:0.0011351, Val MRR:0.32139, yago11k_both
2023-06-09 20:21:37,873 - yago11k_both - [INFO] - [Epoch:211]: Training Loss:0.001135
2023-06-09 20:21:38,369 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 20:22:07,005 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 20:22:34,751 - yago11k_both - [INFO] - [Evaluating Epoch 211 valid]:
MRR: Tail : 0.40197, Head : 0.23138, Avg : 0.31667
2023-06-09 20:22:34,751 - yago11k_both - [INFO] - [Epoch 211]: Training Loss: 0.0011351, Valid MRR: 0.32139,
2023-06-09 20:22:36,088 - yago11k_both - [INFO] - [E:212| 0]: Train Loss:0.0011226, Val MRR:0.32139, yago11k_both
2023-06-09 20:24:56,953 - yago11k_both - [INFO] - [E:212| 100]: Train Loss:0.0011326, Val MRR:0.32139, yago11k_both
2023-06-09 20:27:17,466 - yago11k_both - [INFO] - [E:212| 200]: Train Loss:0.0011331, Val MRR:0.32139, yago11k_both
2023-06-09 20:29:39,333 - yago11k_both - [INFO] - [E:212| 300]: Train Loss:0.0011336, Val MRR:0.32139, yago11k_both
2023-06-09 20:32:00,728 - yago11k_both - [INFO] - [E:212| 400]: Train Loss:0.0011341, Val MRR:0.32139, yago11k_both
2023-06-09 20:34:22,728 - yago11k_both - [INFO] - [E:212| 500]: Train Loss:0.0011346, Val MRR:0.32139, yago11k_both
2023-06-09 20:36:42,379 - yago11k_both - [INFO] - [E:212| 600]: Train Loss:0.0011348, Val MRR:0.32139, yago11k_both
2023-06-09 20:36:42,379 - yago11k_both - [INFO] - [Epoch:212]: Training Loss:0.001135
2023-06-09 20:36:42,907 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 20:37:11,478 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 20:37:39,653 - yago11k_both - [INFO] - [Evaluating Epoch 212 valid]:
MRR: Tail : 0.40328, Head : 0.23124, Avg : 0.31726
2023-06-09 20:37:39,653 - yago11k_both - [INFO] - [Epoch 212]: Training Loss: 0.0011348, Valid MRR: 0.32139,
2023-06-09 20:37:41,095 - yago11k_both - [INFO] - [E:213| 0]: Train Loss:0.0011223, Val MRR:0.32139, yago11k_both
2023-06-09 20:40:01,736 - yago11k_both - [INFO] - [E:213| 100]: Train Loss:0.0011345, Val MRR:0.32139, yago11k_both
2023-06-09 20:42:23,826 - yago11k_both - [INFO] - [E:213| 200]: Train Loss:0.0011355, Val MRR:0.32139, yago11k_both
2023-06-09 20:44:44,124 - yago11k_both - [INFO] - [E:213| 300]: Train Loss:0.0011339, Val MRR:0.32139, yago11k_both
2023-06-09 20:47:05,284 - yago11k_both - [INFO] - [E:213| 400]: Train Loss:0.001134, Val MRR:0.32139, yago11k_both
2023-06-09 20:49:26,163 - yago11k_both - [INFO] - [E:213| 500]: Train Loss:0.001134, Val MRR:0.32139, yago11k_both
2023-06-09 20:51:45,574 - yago11k_both - [INFO] - [E:213| 600]: Train Loss:0.0011348, Val MRR:0.32139, yago11k_both
2023-06-09 20:51:45,574 - yago11k_both - [INFO] - [Epoch:213]: Training Loss:0.001135
2023-06-09 20:51:46,090 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 20:52:14,646 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 20:52:42,883 - yago11k_both - [INFO] - [Evaluating Epoch 213 valid]:
MRR: Tail : 0.40226, Head : 0.23262, Avg : 0.31744
2023-06-09 20:52:42,883 - yago11k_both - [INFO] - [Epoch 213]: Training Loss: 0.0011348, Valid MRR: 0.32139,
2023-06-09 20:52:44,311 - yago11k_both - [INFO] - [E:214| 0]: Train Loss:0.0011222, Val MRR:0.32139, yago11k_both
2023-06-09 20:55:06,677 - yago11k_both - [INFO] - [E:214| 100]: Train Loss:0.0011384, Val MRR:0.32139, yago11k_both
2023-06-09 20:57:29,356 - yago11k_both - [INFO] - [E:214| 200]: Train Loss:0.0011366, Val MRR:0.32139, yago11k_both
2023-06-09 20:59:51,460 - yago11k_both - [INFO] - [E:214| 300]: Train Loss:0.0011362, Val MRR:0.32139, yago11k_both
2023-06-09 21:02:14,006 - yago11k_both - [INFO] - [E:214| 400]: Train Loss:0.0011357, Val MRR:0.32139, yago11k_both
2023-06-09 21:04:34,413 - yago11k_both - [INFO] - [E:214| 500]: Train Loss:0.0011353, Val MRR:0.32139, yago11k_both
2023-06-09 21:06:55,301 - yago11k_both - [INFO] - [E:214| 600]: Train Loss:0.0011349, Val MRR:0.32139, yago11k_both
2023-06-09 21:06:55,301 - yago11k_both - [INFO] - [Epoch:214]: Training Loss:0.001135
2023-06-09 21:06:55,755 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 21:07:23,821 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 21:07:50,644 - yago11k_both - [INFO] - [Evaluating Epoch 214 valid]:
MRR: Tail : 0.40411, Head : 0.23118, Avg : 0.31765
2023-06-09 21:07:50,644 - yago11k_both - [INFO] - [Epoch 214]: Training Loss: 0.0011349, Valid MRR: 0.32139,
2023-06-09 21:07:52,074 - yago11k_both - [INFO] - [E:215| 0]: Train Loss:0.0011627, Val MRR:0.32139, yago11k_both
2023-06-09 21:10:14,529 - yago11k_both - [INFO] - [E:215| 100]: Train Loss:0.001133, Val MRR:0.32139, yago11k_both
2023-06-09 21:12:34,614 - yago11k_both - [INFO] - [E:215| 200]: Train Loss:0.001132, Val MRR:0.32139, yago11k_both
2023-06-09 21:14:56,797 - yago11k_both - [INFO] - [E:215| 300]: Train Loss:0.0011322, Val MRR:0.32139, yago11k_both
2023-06-09 21:17:17,042 - yago11k_both - [INFO] - [E:215| 400]: Train Loss:0.0011332, Val MRR:0.32139, yago11k_both
2023-06-09 21:19:38,710 - yago11k_both - [INFO] - [E:215| 500]: Train Loss:0.0011334, Val MRR:0.32139, yago11k_both
2023-06-09 21:22:00,369 - yago11k_both - [INFO] - [E:215| 600]: Train Loss:0.0011338, Val MRR:0.32139, yago11k_both
2023-06-09 21:22:00,369 - yago11k_both - [INFO] - [Epoch:215]: Training Loss:0.001134
2023-06-09 21:22:00,890 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 21:22:29,541 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 21:22:57,648 - yago11k_both - [INFO] - [Evaluating Epoch 215 valid]:
MRR: Tail : 0.40175, Head : 0.23089, Avg : 0.31632
2023-06-09 21:22:57,648 - yago11k_both - [INFO] - [Epoch 215]: Training Loss: 0.0011338, Valid MRR: 0.32139,
2023-06-09 21:22:59,081 - yago11k_both - [INFO] - [E:216| 0]: Train Loss:0.0011122, Val MRR:0.32139, yago11k_both
2023-06-09 21:25:07,619 - yago11k_both - [INFO] - [E:216| 100]: Train Loss:0.0011316, Val MRR:0.32139, yago11k_both
2023-06-09 21:26:54,610 - yago11k_both - [INFO] - [E:216| 200]: Train Loss:0.001132, Val MRR:0.32139, yago11k_both
2023-06-09 21:28:34,374 - yago11k_both - [INFO] - [E:216| 300]: Train Loss:0.0011322, Val MRR:0.32139, yago11k_both
2023-06-09 21:30:14,100 - yago11k_both - [INFO] - [E:216| 400]: Train Loss:0.0011335, Val MRR:0.32139, yago11k_both
2023-06-09 21:31:53,971 - yago11k_both - [INFO] - [E:216| 500]: Train Loss:0.0011338, Val MRR:0.32139, yago11k_both
2023-06-09 21:33:44,495 - yago11k_both - [INFO] - [E:216| 600]: Train Loss:0.0011339, Val MRR:0.32139, yago11k_both
2023-06-09 21:33:44,495 - yago11k_both - [INFO] - [Epoch:216]: Training Loss:0.001134
2023-06-09 21:33:44,934 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 21:34:08,973 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 21:34:32,876 - yago11k_both - [INFO] - [Evaluating Epoch 216 valid]:
MRR: Tail : 0.40395, Head : 0.23045, Avg : 0.3172
2023-06-09 21:34:32,876 - yago11k_both - [INFO] - [Epoch 216]: Training Loss: 0.0011339, Valid MRR: 0.32139,
2023-06-09 21:34:34,096 - yago11k_both - [INFO] - [E:217| 0]: Train Loss:0.0011217, Val MRR:0.32139, yago11k_both
2023-06-09 21:36:35,442 - yago11k_both - [INFO] - [E:217| 100]: Train Loss:0.0011316, Val MRR:0.32139, yago11k_both
2023-06-09 21:38:36,958 - yago11k_both - [INFO] - [E:217| 200]: Train Loss:0.0011317, Val MRR:0.32139, yago11k_both
2023-06-09 21:40:38,545 - yago11k_both - [INFO] - [E:217| 300]: Train Loss:0.0011325, Val MRR:0.32139, yago11k_both
2023-06-09 21:42:40,122 - yago11k_both - [INFO] - [E:217| 400]: Train Loss:0.0011331, Val MRR:0.32139, yago11k_both
2023-06-09 21:44:41,291 - yago11k_both - [INFO] - [E:217| 500]: Train Loss:0.0011336, Val MRR:0.32139, yago11k_both
2023-06-09 21:46:42,314 - yago11k_both - [INFO] - [E:217| 600]: Train Loss:0.0011334, Val MRR:0.32139, yago11k_both
2023-06-09 21:46:42,314 - yago11k_both - [INFO] - [Epoch:217]: Training Loss:0.001133
2023-06-09 21:46:42,769 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 21:47:06,926 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 21:47:30,626 - yago11k_both - [INFO] - [Evaluating Epoch 217 valid]:
MRR: Tail : 0.41154, Head : 0.23199, Avg : 0.32176
2023-06-09 21:47:31,770 - yago11k_both - [INFO] - [Epoch 217]: Training Loss: 0.0011334, Valid MRR: 0.32176,
2023-06-09 21:47:33,009 - yago11k_both - [INFO] - [E:218| 0]: Train Loss:0.0011241, Val MRR:0.32176, yago11k_both
2023-06-09 21:49:33,988 - yago11k_both - [INFO] - [E:218| 100]: Train Loss:0.0011334, Val MRR:0.32176, yago11k_both
2023-06-09 21:51:35,713 - yago11k_both - [INFO] - [E:218| 200]: Train Loss:0.0011329, Val MRR:0.32176, yago11k_both
2023-06-09 21:53:37,082 - yago11k_both - [INFO] - [E:218| 300]: Train Loss:0.0011337, Val MRR:0.32176, yago11k_both
2023-06-09 21:55:38,673 - yago11k_both - [INFO] - [E:218| 400]: Train Loss:0.0011333, Val MRR:0.32176, yago11k_both
2023-06-09 21:57:40,150 - yago11k_both - [INFO] - [E:218| 500]: Train Loss:0.0011328, Val MRR:0.32176, yago11k_both
2023-06-09 21:59:40,804 - yago11k_both - [INFO] - [E:218| 600]: Train Loss:0.0011332, Val MRR:0.32176, yago11k_both
2023-06-09 21:59:40,804 - yago11k_both - [INFO] - [Epoch:218]: Training Loss:0.001133
2023-06-09 21:59:41,235 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 22:00:05,546 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 22:00:29,580 - yago11k_both - [INFO] - [Evaluating Epoch 218 valid]:
MRR: Tail : 0.40603, Head : 0.23233, Avg : 0.31918
2023-06-09 22:00:29,580 - yago11k_both - [INFO] - [Epoch 218]: Training Loss: 0.0011332, Valid MRR: 0.32176,
2023-06-09 22:00:30,804 - yago11k_both - [INFO] - [E:219| 0]: Train Loss:0.0011764, Val MRR:0.32176, yago11k_both
2023-06-09 22:02:31,995 - yago11k_both - [INFO] - [E:219| 100]: Train Loss:0.0011313, Val MRR:0.32176, yago11k_both
2023-06-09 22:04:33,143 - yago11k_both - [INFO] - [E:219| 200]: Train Loss:0.0011323, Val MRR:0.32176, yago11k_both
2023-06-09 22:06:34,820 - yago11k_both - [INFO] - [E:219| 300]: Train Loss:0.0011327, Val MRR:0.32176, yago11k_both
2023-06-09 22:08:36,770 - yago11k_both - [INFO] - [E:219| 400]: Train Loss:0.0011323, Val MRR:0.32176, yago11k_both
2023-06-09 22:10:38,636 - yago11k_both - [INFO] - [E:219| 500]: Train Loss:0.0011326, Val MRR:0.32176, yago11k_both
2023-06-09 22:12:39,369 - yago11k_both - [INFO] - [E:219| 600]: Train Loss:0.0011329, Val MRR:0.32176, yago11k_both
2023-06-09 22:12:39,369 - yago11k_both - [INFO] - [Epoch:219]: Training Loss:0.001133
2023-06-09 22:12:39,782 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 22:13:04,046 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 22:13:27,943 - yago11k_both - [INFO] - [Evaluating Epoch 219 valid]:
MRR: Tail : 0.40347, Head : 0.23151, Avg : 0.31749
MR: Tail : 537.3, Head : 882.91, Avg : 710.11
Hit-1: Tail : 0.31745, Head : 0.19005, Avg : 0.25375
Hit-3: Tail : 0.44373, Head : 0.22937, Avg : 0.33655
Hit-10: Tail : 0.57238, Head : 0.31398, Avg : 0.44318
2023-06-09 22:13:27,944 - yago11k_both - [INFO] - [Epoch 219]: Training Loss: 0.0011329, Valid MRR: 0.32176,
2023-06-09 22:13:29,215 - yago11k_both - [INFO] - [E:220| 0]: Train Loss:0.0011413, Val MRR:0.32176, yago11k_both
2023-06-09 22:15:30,718 - yago11k_both - [INFO] - [E:220| 100]: Train Loss:0.0011327, Val MRR:0.32176, yago11k_both
2023-06-09 22:17:32,571 - yago11k_both - [INFO] - [E:220| 200]: Train Loss:0.0011325, Val MRR:0.32176, yago11k_both
2023-06-09 22:19:34,409 - yago11k_both - [INFO] - [E:220| 300]: Train Loss:0.0011319, Val MRR:0.32176, yago11k_both
2023-06-09 22:21:35,997 - yago11k_both - [INFO] - [E:220| 400]: Train Loss:0.0011319, Val MRR:0.32176, yago11k_both
2023-06-09 22:23:37,582 - yago11k_both - [INFO] - [E:220| 500]: Train Loss:0.0011323, Val MRR:0.32176, yago11k_both
2023-06-09 22:25:38,203 - yago11k_both - [INFO] - [E:220| 600]: Train Loss:0.0011327, Val MRR:0.32176, yago11k_both
2023-06-09 22:25:38,204 - yago11k_both - [INFO] - [Epoch:220]: Training Loss:0.001133
2023-06-09 22:25:38,639 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 22:26:02,862 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 22:26:26,770 - yago11k_both - [INFO] - [Evaluating Epoch 220 valid]:
MRR: Tail : 0.40699, Head : 0.23135, Avg : 0.31917
2023-06-09 22:26:26,770 - yago11k_both - [INFO] - [Epoch 220]: Training Loss: 0.0011327, Valid MRR: 0.32176,
2023-06-09 22:26:27,997 - yago11k_both - [INFO] - [E:221| 0]: Train Loss:0.0011198, Val MRR:0.32176, yago11k_both
2023-06-09 22:28:29,752 - yago11k_both - [INFO] - [E:221| 100]: Train Loss:0.0011322, Val MRR:0.32176, yago11k_both
2023-06-09 22:30:31,417 - yago11k_both - [INFO] - [E:221| 200]: Train Loss:0.0011327, Val MRR:0.32176, yago11k_both
2023-06-09 22:32:32,953 - yago11k_both - [INFO] - [E:221| 300]: Train Loss:0.0011329, Val MRR:0.32176, yago11k_both
2023-06-09 22:34:34,731 - yago11k_both - [INFO] - [E:221| 400]: Train Loss:0.0011319, Val MRR:0.32176, yago11k_both
2023-06-09 22:36:36,655 - yago11k_both - [INFO] - [E:221| 500]: Train Loss:0.001132, Val MRR:0.32176, yago11k_both
2023-06-09 22:38:38,549 - yago11k_both - [INFO] - [E:221| 600]: Train Loss:0.0011322, Val MRR:0.32176, yago11k_both
2023-06-09 22:38:38,549 - yago11k_both - [INFO] - [Epoch:221]: Training Loss:0.001132
2023-06-09 22:38:38,999 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 22:39:03,370 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 22:39:27,404 - yago11k_both - [INFO] - [Evaluating Epoch 221 valid]:
MRR: Tail : 0.40899, Head : 0.23067, Avg : 0.31983
2023-06-09 22:39:27,404 - yago11k_both - [INFO] - [Epoch 221]: Training Loss: 0.0011322, Valid MRR: 0.32176,
2023-06-09 22:39:28,625 - yago11k_both - [INFO] - [E:222| 0]: Train Loss:0.001146, Val MRR:0.32176, yago11k_both
2023-06-09 22:41:31,033 - yago11k_both - [INFO] - [E:222| 100]: Train Loss:0.0011314, Val MRR:0.32176, yago11k_both
2023-06-09 22:43:32,459 - yago11k_both - [INFO] - [E:222| 200]: Train Loss:0.0011317, Val MRR:0.32176, yago11k_both
2023-06-09 22:45:33,920 - yago11k_both - [INFO] - [E:222| 300]: Train Loss:0.0011321, Val MRR:0.32176, yago11k_both
2023-06-09 22:47:35,530 - yago11k_both - [INFO] - [E:222| 400]: Train Loss:0.0011313, Val MRR:0.32176, yago11k_both
2023-06-09 22:49:37,061 - yago11k_both - [INFO] - [E:222| 500]: Train Loss:0.0011316, Val MRR:0.32176, yago11k_both
2023-06-09 22:51:37,724 - yago11k_both - [INFO] - [E:222| 600]: Train Loss:0.0011313, Val MRR:0.32176, yago11k_both
2023-06-09 22:51:37,724 - yago11k_both - [INFO] - [Epoch:222]: Training Loss:0.001131
2023-06-09 22:51:38,160 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 22:52:02,363 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 22:52:26,311 - yago11k_both - [INFO] - [Evaluating Epoch 222 valid]:
MRR: Tail : 0.40709, Head : 0.23166, Avg : 0.31938
2023-06-09 22:52:26,311 - yago11k_both - [INFO] - [Epoch 222]: Training Loss: 0.0011313, Valid MRR: 0.32176,
2023-06-09 22:52:27,538 - yago11k_both - [INFO] - [E:223| 0]: Train Loss:0.0011142, Val MRR:0.32176, yago11k_both
2023-06-09 22:54:29,263 - yago11k_both - [INFO] - [E:223| 100]: Train Loss:0.0011283, Val MRR:0.32176, yago11k_both
2023-06-09 22:56:30,874 - yago11k_both - [INFO] - [E:223| 200]: Train Loss:0.00113, Val MRR:0.32176, yago11k_both
2023-06-09 22:58:32,524 - yago11k_both - [INFO] - [E:223| 300]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_both
2023-06-09 23:00:32,599 - yago11k_both - [INFO] - [E:223| 400]: Train Loss:0.0011312, Val MRR:0.32176, yago11k_both
2023-06-09 23:02:12,182 - yago11k_both - [INFO] - [E:223| 500]: Train Loss:0.0011316, Val MRR:0.32176, yago11k_both
2023-06-09 23:03:51,271 - yago11k_both - [INFO] - [E:223| 600]: Train Loss:0.0011319, Val MRR:0.32176, yago11k_both
2023-06-09 23:03:51,272 - yago11k_both - [INFO] - [Epoch:223]: Training Loss:0.001132
2023-06-09 23:03:51,658 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 23:04:10,965 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 23:04:30,229 - yago11k_both - [INFO] - [Evaluating Epoch 223 valid]:
MRR: Tail : 0.40593, Head : 0.23078, Avg : 0.31835
2023-06-09 23:04:30,229 - yago11k_both - [INFO] - [Epoch 223]: Training Loss: 0.0011319, Valid MRR: 0.32176,
2023-06-09 23:04:31,254 - yago11k_both - [INFO] - [E:224| 0]: Train Loss:0.0011541, Val MRR:0.32176, yago11k_both
2023-06-09 23:06:10,918 - yago11k_both - [INFO] - [E:224| 100]: Train Loss:0.0011286, Val MRR:0.32176, yago11k_both
2023-06-09 23:07:37,718 - yago11k_both - [INFO] - [E:224| 200]: Train Loss:0.0011292, Val MRR:0.32176, yago11k_both
2023-06-09 23:08:40,593 - yago11k_both - [INFO] - [E:224| 300]: Train Loss:0.0011298, Val MRR:0.32176, yago11k_both
2023-06-09 23:09:43,509 - yago11k_both - [INFO] - [E:224| 400]: Train Loss:0.0011307, Val MRR:0.32176, yago11k_both
2023-06-09 23:10:46,399 - yago11k_both - [INFO] - [E:224| 500]: Train Loss:0.001131, Val MRR:0.32176, yago11k_both
2023-06-09 23:11:48,802 - yago11k_both - [INFO] - [E:224| 600]: Train Loss:0.0011317, Val MRR:0.32176, yago11k_both
2023-06-09 23:11:48,802 - yago11k_both - [INFO] - [Epoch:224]: Training Loss:0.001132
2023-06-09 23:11:49,016 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 23:12:00,938 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 23:12:12,702 - yago11k_both - [INFO] - [Evaluating Epoch 224 valid]:
MRR: Tail : 0.40147, Head : 0.23025, Avg : 0.31586
2023-06-09 23:12:12,702 - yago11k_both - [INFO] - [Epoch 224]: Training Loss: 0.0011317, Valid MRR: 0.32176,
2023-06-09 23:12:13,337 - yago11k_both - [INFO] - [E:225| 0]: Train Loss:0.0011249, Val MRR:0.32176, yago11k_both
2023-06-09 23:13:16,216 - yago11k_both - [INFO] - [E:225| 100]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_both
2023-06-09 23:14:19,088 - yago11k_both - [INFO] - [E:225| 200]: Train Loss:0.0011303, Val MRR:0.32176, yago11k_both
2023-06-09 23:15:21,950 - yago11k_both - [INFO] - [E:225| 300]: Train Loss:0.0011307, Val MRR:0.32176, yago11k_both
2023-06-09 23:16:24,920 - yago11k_both - [INFO] - [E:225| 400]: Train Loss:0.0011306, Val MRR:0.32176, yago11k_both
2023-06-09 23:17:27,696 - yago11k_both - [INFO] - [E:225| 500]: Train Loss:0.0011306, Val MRR:0.32176, yago11k_both
2023-06-09 23:18:30,085 - yago11k_both - [INFO] - [E:225| 600]: Train Loss:0.0011313, Val MRR:0.32176, yago11k_both
2023-06-09 23:18:30,085 - yago11k_both - [INFO] - [Epoch:225]: Training Loss:0.001131
2023-06-09 23:18:30,300 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 23:18:42,216 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 23:18:53,968 - yago11k_both - [INFO] - [Evaluating Epoch 225 valid]:
MRR: Tail : 0.40671, Head : 0.23179, Avg : 0.31925
2023-06-09 23:18:53,968 - yago11k_both - [INFO] - [Epoch 225]: Training Loss: 0.0011313, Valid MRR: 0.32176,
2023-06-09 23:18:54,602 - yago11k_both - [INFO] - [E:226| 0]: Train Loss:0.0011196, Val MRR:0.32176, yago11k_both
2023-06-09 23:19:57,546 - yago11k_both - [INFO] - [E:226| 100]: Train Loss:0.001127, Val MRR:0.32176, yago11k_both
2023-06-09 23:21:00,513 - yago11k_both - [INFO] - [E:226| 200]: Train Loss:0.0011293, Val MRR:0.32176, yago11k_both
2023-06-09 23:22:03,521 - yago11k_both - [INFO] - [E:226| 300]: Train Loss:0.0011292, Val MRR:0.32176, yago11k_both
2023-06-09 23:23:06,475 - yago11k_both - [INFO] - [E:226| 400]: Train Loss:0.00113, Val MRR:0.32176, yago11k_both
2023-06-09 23:24:09,328 - yago11k_both - [INFO] - [E:226| 500]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_both
2023-06-09 23:25:11,841 - yago11k_both - [INFO] - [E:226| 600]: Train Loss:0.0011308, Val MRR:0.32176, yago11k_both
2023-06-09 23:25:11,841 - yago11k_both - [INFO] - [Epoch:226]: Training Loss:0.001131
2023-06-09 23:25:12,056 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 23:25:23,987 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 23:25:35,757 - yago11k_both - [INFO] - [Evaluating Epoch 226 valid]:
MRR: Tail : 0.40639, Head : 0.2332, Avg : 0.3198
2023-06-09 23:25:35,758 - yago11k_both - [INFO] - [Epoch 226]: Training Loss: 0.0011308, Valid MRR: 0.32176,
2023-06-09 23:25:36,394 - yago11k_both - [INFO] - [E:227| 0]: Train Loss:0.0011149, Val MRR:0.32176, yago11k_both
2023-06-09 23:26:39,340 - yago11k_both - [INFO] - [E:227| 100]: Train Loss:0.0011309, Val MRR:0.32176, yago11k_both
2023-06-09 23:27:42,300 - yago11k_both - [INFO] - [E:227| 200]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_both
2023-06-09 23:28:45,328 - yago11k_both - [INFO] - [E:227| 300]: Train Loss:0.0011302, Val MRR:0.32176, yago11k_both
2023-06-09 23:29:48,243 - yago11k_both - [INFO] - [E:227| 400]: Train Loss:0.00113, Val MRR:0.32176, yago11k_both
2023-06-09 23:30:51,129 - yago11k_both - [INFO] - [E:227| 500]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_both
2023-06-09 23:31:53,628 - yago11k_both - [INFO] - [E:227| 600]: Train Loss:0.0011303, Val MRR:0.32176, yago11k_both
2023-06-09 23:31:53,628 - yago11k_both - [INFO] - [Epoch:227]: Training Loss:0.00113
2023-06-09 23:31:53,842 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 23:32:05,768 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 23:32:17,521 - yago11k_both - [INFO] - [Evaluating Epoch 227 valid]:
MRR: Tail : 0.40804, Head : 0.23306, Avg : 0.32055
2023-06-09 23:32:17,521 - yago11k_both - [INFO] - [Epoch 227]: Training Loss: 0.0011303, Valid MRR: 0.32176,
2023-06-09 23:32:18,157 - yago11k_both - [INFO] - [E:228| 0]: Train Loss:0.0011943, Val MRR:0.32176, yago11k_both
2023-06-09 23:33:21,068 - yago11k_both - [INFO] - [E:228| 100]: Train Loss:0.0011308, Val MRR:0.32176, yago11k_both
2023-06-09 23:34:24,064 - yago11k_both - [INFO] - [E:228| 200]: Train Loss:0.0011299, Val MRR:0.32176, yago11k_both
2023-06-09 23:35:27,043 - yago11k_both - [INFO] - [E:228| 300]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_both
2023-06-09 23:36:30,027 - yago11k_both - [INFO] - [E:228| 400]: Train Loss:0.0011309, Val MRR:0.32176, yago11k_both
2023-06-09 23:37:33,036 - yago11k_both - [INFO] - [E:228| 500]: Train Loss:0.0011308, Val MRR:0.32176, yago11k_both
2023-06-09 23:38:35,523 - yago11k_both - [INFO] - [E:228| 600]: Train Loss:0.0011308, Val MRR:0.32176, yago11k_both
2023-06-09 23:38:35,523 - yago11k_both - [INFO] - [Epoch:228]: Training Loss:0.001131
2023-06-09 23:38:35,737 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 23:38:47,662 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 23:38:59,430 - yago11k_both - [INFO] - [Evaluating Epoch 228 valid]:
MRR: Tail : 0.41008, Head : 0.23176, Avg : 0.32092
2023-06-09 23:38:59,430 - yago11k_both - [INFO] - [Epoch 228]: Training Loss: 0.0011308, Valid MRR: 0.32176,
2023-06-09 23:39:00,068 - yago11k_both - [INFO] - [E:229| 0]: Train Loss:0.0011273, Val MRR:0.32176, yago11k_both
2023-06-09 23:40:02,991 - yago11k_both - [INFO] - [E:229| 100]: Train Loss:0.0011299, Val MRR:0.32176, yago11k_both
2023-06-09 23:41:05,945 - yago11k_both - [INFO] - [E:229| 200]: Train Loss:0.0011301, Val MRR:0.32176, yago11k_both
2023-06-09 23:42:08,833 - yago11k_both - [INFO] - [E:229| 300]: Train Loss:0.001129, Val MRR:0.32176, yago11k_both
2023-06-09 23:43:11,841 - yago11k_both - [INFO] - [E:229| 400]: Train Loss:0.0011295, Val MRR:0.32176, yago11k_both
2023-06-09 23:44:14,758 - yago11k_both - [INFO] - [E:229| 500]: Train Loss:0.0011304, Val MRR:0.32176, yago11k_both
2023-06-09 23:45:17,274 - yago11k_both - [INFO] - [E:229| 600]: Train Loss:0.0011304, Val MRR:0.32176, yago11k_both
2023-06-09 23:45:17,274 - yago11k_both - [INFO] - [Epoch:229]: Training Loss:0.00113
2023-06-09 23:45:17,489 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 23:45:29,414 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 23:45:41,203 - yago11k_both - [INFO] - [Evaluating Epoch 229 valid]:
MRR: Tail : 0.40811, Head : 0.23296, Avg : 0.32054
MR: Tail : 539.41, Head : 899.43, Avg : 719.42
Hit-1: Tail : 0.32356, Head : 0.1913, Avg : 0.25743
Hit-3: Tail : 0.4436, Head : 0.22881, Avg : 0.3362
Hit-10: Tail : 0.57502, Head : 0.31578, Avg : 0.4454
2023-06-09 23:45:41,203 - yago11k_both - [INFO] - [Epoch 229]: Training Loss: 0.0011304, Valid MRR: 0.32176,
2023-06-09 23:45:41,842 - yago11k_both - [INFO] - [E:230| 0]: Train Loss:0.0011463, Val MRR:0.32176, yago11k_both
2023-06-09 23:46:44,856 - yago11k_both - [INFO] - [E:230| 100]: Train Loss:0.0011305, Val MRR:0.32176, yago11k_both
2023-06-09 23:47:47,846 - yago11k_both - [INFO] - [E:230| 200]: Train Loss:0.0011304, Val MRR:0.32176, yago11k_both
2023-06-09 23:48:50,846 - yago11k_both - [INFO] - [E:230| 300]: Train Loss:0.0011297, Val MRR:0.32176, yago11k_both
2023-06-09 23:49:53,721 - yago11k_both - [INFO] - [E:230| 400]: Train Loss:0.001129, Val MRR:0.32176, yago11k_both
2023-06-09 23:50:56,681 - yago11k_both - [INFO] - [E:230| 500]: Train Loss:0.0011294, Val MRR:0.32176, yago11k_both
2023-06-09 23:51:59,313 - yago11k_both - [INFO] - [E:230| 600]: Train Loss:0.0011298, Val MRR:0.32176, yago11k_both
2023-06-09 23:51:59,313 - yago11k_both - [INFO] - [Epoch:230]: Training Loss:0.00113
2023-06-09 23:51:59,528 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 23:52:11,466 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 23:52:23,248 - yago11k_both - [INFO] - [Evaluating Epoch 230 valid]:
MRR: Tail : 0.40906, Head : 0.23098, Avg : 0.32002
2023-06-09 23:52:23,248 - yago11k_both - [INFO] - [Epoch 230]: Training Loss: 0.0011298, Valid MRR: 0.32176,
2023-06-09 23:52:23,885 - yago11k_both - [INFO] - [E:231| 0]: Train Loss:0.001114, Val MRR:0.32176, yago11k_both
2023-06-09 23:53:26,894 - yago11k_both - [INFO] - [E:231| 100]: Train Loss:0.0011278, Val MRR:0.32176, yago11k_both
2023-06-09 23:54:29,873 - yago11k_both - [INFO] - [E:231| 200]: Train Loss:0.0011288, Val MRR:0.32176, yago11k_both
2023-06-09 23:55:32,934 - yago11k_both - [INFO] - [E:231| 300]: Train Loss:0.0011288, Val MRR:0.32176, yago11k_both
2023-06-09 23:56:35,909 - yago11k_both - [INFO] - [E:231| 400]: Train Loss:0.0011294, Val MRR:0.32176, yago11k_both
2023-06-09 23:57:38,833 - yago11k_both - [INFO] - [E:231| 500]: Train Loss:0.0011293, Val MRR:0.32176, yago11k_both
2023-06-09 23:58:41,492 - yago11k_both - [INFO] - [E:231| 600]: Train Loss:0.0011297, Val MRR:0.32176, yago11k_both
2023-06-09 23:58:41,492 - yago11k_both - [INFO] - [Epoch:231]: Training Loss:0.00113
2023-06-09 23:58:41,706 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-09 23:58:53,633 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-09 23:59:05,395 - yago11k_both - [INFO] - [Evaluating Epoch 231 valid]:
MRR: Tail : 0.40775, Head : 0.23102, Avg : 0.31939
2023-06-09 23:59:05,395 - yago11k_both - [INFO] - [Epoch 231]: Training Loss: 0.0011297, Valid MRR: 0.32176,
2023-06-09 23:59:06,029 - yago11k_both - [INFO] - [E:232| 0]: Train Loss:0.0011321, Val MRR:0.32176, yago11k_both
2023-06-10 00:00:08,929 - yago11k_both - [INFO] - [E:232| 100]: Train Loss:0.0011284, Val MRR:0.32176, yago11k_both
2023-06-10 00:01:11,880 - yago11k_both - [INFO] - [E:232| 200]: Train Loss:0.0011278, Val MRR:0.32176, yago11k_both
2023-06-10 00:02:14,858 - yago11k_both - [INFO] - [E:232| 300]: Train Loss:0.0011296, Val MRR:0.32176, yago11k_both
2023-06-10 00:03:17,825 - yago11k_both - [INFO] - [E:232| 400]: Train Loss:0.0011294, Val MRR:0.32176, yago11k_both
2023-06-10 00:04:20,761 - yago11k_both - [INFO] - [E:232| 500]: Train Loss:0.0011296, Val MRR:0.32176, yago11k_both
2023-06-10 00:05:23,193 - yago11k_both - [INFO] - [E:232| 600]: Train Loss:0.0011297, Val MRR:0.32176, yago11k_both
2023-06-10 00:05:23,193 - yago11k_both - [INFO] - [Epoch:232]: Training Loss:0.00113
2023-06-10 00:05:23,407 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 00:05:35,333 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 00:05:47,098 - yago11k_both - [INFO] - [Evaluating Epoch 232 valid]:
MRR: Tail : 0.40501, Head : 0.23297, Avg : 0.31899
2023-06-10 00:05:47,098 - yago11k_both - [INFO] - [Epoch 232]: Training Loss: 0.0011297, Valid MRR: 0.32176,
2023-06-10 00:05:47,733 - yago11k_both - [INFO] - [E:233| 0]: Train Loss:0.0011316, Val MRR:0.32176, yago11k_both
2023-06-10 00:06:50,714 - yago11k_both - [INFO] - [E:233| 100]: Train Loss:0.0011282, Val MRR:0.32176, yago11k_both
2023-06-10 00:07:53,583 - yago11k_both - [INFO] - [E:233| 200]: Train Loss:0.0011304, Val MRR:0.32176, yago11k_both
2023-06-10 00:08:56,494 - yago11k_both - [INFO] - [E:233| 300]: Train Loss:0.0011292, Val MRR:0.32176, yago11k_both
2023-06-10 00:09:59,434 - yago11k_both - [INFO] - [E:233| 400]: Train Loss:0.0011292, Val MRR:0.32176, yago11k_both
2023-06-10 00:11:02,263 - yago11k_both - [INFO] - [E:233| 500]: Train Loss:0.0011292, Val MRR:0.32176, yago11k_both
2023-06-10 00:12:04,701 - yago11k_both - [INFO] - [E:233| 600]: Train Loss:0.001129, Val MRR:0.32176, yago11k_both
2023-06-10 00:12:04,702 - yago11k_both - [INFO] - [Epoch:233]: Training Loss:0.001129
2023-06-10 00:12:04,915 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 00:12:16,843 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 00:12:28,651 - yago11k_both - [INFO] - [Evaluating Epoch 233 valid]:
MRR: Tail : 0.40848, Head : 0.22961, Avg : 0.31905
2023-06-10 00:12:28,651 - yago11k_both - [INFO] - [Epoch 233]: Training Loss: 0.001129, Valid MRR: 0.32176,
2023-06-10 00:12:29,294 - yago11k_both - [INFO] - [E:234| 0]: Train Loss:0.0011438, Val MRR:0.32176, yago11k_both
2023-06-10 00:13:32,176 - yago11k_both - [INFO] - [E:234| 100]: Train Loss:0.0011288, Val MRR:0.32176, yago11k_both
2023-06-10 00:14:35,038 - yago11k_both - [INFO] - [E:234| 200]: Train Loss:0.0011295, Val MRR:0.32176, yago11k_both
2023-06-10 00:15:38,041 - yago11k_both - [INFO] - [E:234| 300]: Train Loss:0.0011285, Val MRR:0.32176, yago11k_both
2023-06-10 00:16:40,919 - yago11k_both - [INFO] - [E:234| 400]: Train Loss:0.0011285, Val MRR:0.32176, yago11k_both
2023-06-10 00:17:43,827 - yago11k_both - [INFO] - [E:234| 500]: Train Loss:0.0011287, Val MRR:0.32176, yago11k_both
2023-06-10 00:18:46,361 - yago11k_both - [INFO] - [E:234| 600]: Train Loss:0.0011291, Val MRR:0.32176, yago11k_both
2023-06-10 00:18:46,362 - yago11k_both - [INFO] - [Epoch:234]: Training Loss:0.001129
2023-06-10 00:18:46,577 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 00:18:58,499 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 00:19:10,258 - yago11k_both - [INFO] - [Evaluating Epoch 234 valid]:
MRR: Tail : 0.40899, Head : 0.23124, Avg : 0.32011
2023-06-10 00:19:10,259 - yago11k_both - [INFO] - [Epoch 234]: Training Loss: 0.0011291, Valid MRR: 0.32176,
2023-06-10 00:19:10,893 - yago11k_both - [INFO] - [E:235| 0]: Train Loss:0.0011294, Val MRR:0.32176, yago11k_both
2023-06-10 00:20:13,777 - yago11k_both - [INFO] - [E:235| 100]: Train Loss:0.0011291, Val MRR:0.32176, yago11k_both
2023-06-10 00:21:16,818 - yago11k_both - [INFO] - [E:235| 200]: Train Loss:0.0011282, Val MRR:0.32176, yago11k_both
2023-06-10 00:22:19,698 - yago11k_both - [INFO] - [E:235| 300]: Train Loss:0.0011282, Val MRR:0.32176, yago11k_both
2023-06-10 00:23:22,586 - yago11k_both - [INFO] - [E:235| 400]: Train Loss:0.0011285, Val MRR:0.32176, yago11k_both
2023-06-10 00:24:25,515 - yago11k_both - [INFO] - [E:235| 500]: Train Loss:0.0011289, Val MRR:0.32176, yago11k_both
2023-06-10 00:25:28,068 - yago11k_both - [INFO] - [E:235| 600]: Train Loss:0.0011289, Val MRR:0.32176, yago11k_both
2023-06-10 00:25:28,069 - yago11k_both - [INFO] - [Epoch:235]: Training Loss:0.001129
2023-06-10 00:25:28,285 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 00:25:40,234 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 00:25:52,004 - yago11k_both - [INFO] - [Evaluating Epoch 235 valid]:
MRR: Tail : 0.40936, Head : 0.23279, Avg : 0.32107
2023-06-10 00:25:52,004 - yago11k_both - [INFO] - [Epoch 235]: Training Loss: 0.0011289, Valid MRR: 0.32176,
2023-06-10 00:25:52,642 - yago11k_both - [INFO] - [E:236| 0]: Train Loss:0.0011567, Val MRR:0.32176, yago11k_both
2023-06-10 00:26:55,620 - yago11k_both - [INFO] - [E:236| 100]: Train Loss:0.0011296, Val MRR:0.32176, yago11k_both
2023-06-10 00:27:58,634 - yago11k_both - [INFO] - [E:236| 200]: Train Loss:0.0011285, Val MRR:0.32176, yago11k_both
2023-06-10 00:29:01,604 - yago11k_both - [INFO] - [E:236| 300]: Train Loss:0.0011288, Val MRR:0.32176, yago11k_both
2023-06-10 00:30:04,569 - yago11k_both - [INFO] - [E:236| 400]: Train Loss:0.0011284, Val MRR:0.32176, yago11k_both
2023-06-10 00:31:07,597 - yago11k_both - [INFO] - [E:236| 500]: Train Loss:0.0011281, Val MRR:0.32176, yago11k_both
2023-06-10 00:32:10,067 - yago11k_both - [INFO] - [E:236| 600]: Train Loss:0.0011286, Val MRR:0.32176, yago11k_both
2023-06-10 00:32:10,067 - yago11k_both - [INFO] - [Epoch:236]: Training Loss:0.001129
2023-06-10 00:32:10,281 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 00:32:22,219 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 00:32:33,990 - yago11k_both - [INFO] - [Evaluating Epoch 236 valid]:
MRR: Tail : 0.40864, Head : 0.23209, Avg : 0.32037
2023-06-10 00:32:33,990 - yago11k_both - [INFO] - [Epoch 236]: Training Loss: 0.0011286, Valid MRR: 0.32176,
2023-06-10 00:32:34,625 - yago11k_both - [INFO] - [E:237| 0]: Train Loss:0.0011335, Val MRR:0.32176, yago11k_both
2023-06-10 00:33:37,606 - yago11k_both - [INFO] - [E:237| 100]: Train Loss:0.0011267, Val MRR:0.32176, yago11k_both
2023-06-10 00:34:40,582 - yago11k_both - [INFO] - [E:237| 200]: Train Loss:0.0011279, Val MRR:0.32176, yago11k_both
2023-06-10 00:35:43,553 - yago11k_both - [INFO] - [E:237| 300]: Train Loss:0.001128, Val MRR:0.32176, yago11k_both
2023-06-10 00:36:46,604 - yago11k_both - [INFO] - [E:237| 400]: Train Loss:0.0011282, Val MRR:0.32176, yago11k_both
2023-06-10 00:37:49,564 - yago11k_both - [INFO] - [E:237| 500]: Train Loss:0.001128, Val MRR:0.32176, yago11k_both
2023-06-10 00:38:52,129 - yago11k_both - [INFO] - [E:237| 600]: Train Loss:0.0011286, Val MRR:0.32176, yago11k_both
2023-06-10 00:38:52,130 - yago11k_both - [INFO] - [Epoch:237]: Training Loss:0.001129
2023-06-10 00:38:52,344 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 00:39:04,326 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 00:39:16,096 - yago11k_both - [INFO] - [Evaluating Epoch 237 valid]:
MRR: Tail : 0.40434, Head : 0.23224, Avg : 0.31829
2023-06-10 00:39:16,096 - yago11k_both - [INFO] - [Epoch 237]: Training Loss: 0.0011286, Valid MRR: 0.32176,
2023-06-10 00:39:16,732 - yago11k_both - [INFO] - [E:238| 0]: Train Loss:0.001121, Val MRR:0.32176, yago11k_both
2023-06-10 00:40:19,638 - yago11k_both - [INFO] - [E:238| 100]: Train Loss:0.0011298, Val MRR:0.32176, yago11k_both
2023-06-10 00:41:22,632 - yago11k_both - [INFO] - [E:238| 200]: Train Loss:0.0011286, Val MRR:0.32176, yago11k_both
2023-06-10 00:42:25,674 - yago11k_both - [INFO] - [E:238| 300]: Train Loss:0.0011287, Val MRR:0.32176, yago11k_both
2023-06-10 00:43:28,667 - yago11k_both - [INFO] - [E:238| 400]: Train Loss:0.0011281, Val MRR:0.32176, yago11k_both
2023-06-10 00:44:31,649 - yago11k_both - [INFO] - [E:238| 500]: Train Loss:0.0011278, Val MRR:0.32176, yago11k_both
2023-06-10 00:45:34,128 - yago11k_both - [INFO] - [E:238| 600]: Train Loss:0.0011281, Val MRR:0.32176, yago11k_both
2023-06-10 00:45:34,128 - yago11k_both - [INFO] - [Epoch:238]: Training Loss:0.001128
2023-06-10 00:45:34,341 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 00:45:46,259 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 00:45:58,022 - yago11k_both - [INFO] - [Evaluating Epoch 238 valid]:
MRR: Tail : 0.40777, Head : 0.23277, Avg : 0.32027
2023-06-10 00:45:58,022 - yago11k_both - [INFO] - [Epoch 238]: Training Loss: 0.0011281, Valid MRR: 0.32176,
2023-06-10 00:45:58,657 - yago11k_both - [INFO] - [E:239| 0]: Train Loss:0.0011452, Val MRR:0.32176, yago11k_both
2023-06-10 00:47:01,547 - yago11k_both - [INFO] - [E:239| 100]: Train Loss:0.0011266, Val MRR:0.32176, yago11k_both
2023-06-10 00:48:04,458 - yago11k_both - [INFO] - [E:239| 200]: Train Loss:0.0011274, Val MRR:0.32176, yago11k_both
2023-06-10 00:49:07,387 - yago11k_both - [INFO] - [E:239| 300]: Train Loss:0.0011279, Val MRR:0.32176, yago11k_both
2023-06-10 00:50:10,366 - yago11k_both - [INFO] - [E:239| 400]: Train Loss:0.0011279, Val MRR:0.32176, yago11k_both
2023-06-10 00:51:13,380 - yago11k_both - [INFO] - [E:239| 500]: Train Loss:0.0011277, Val MRR:0.32176, yago11k_both
2023-06-10 00:52:15,914 - yago11k_both - [INFO] - [E:239| 600]: Train Loss:0.001128, Val MRR:0.32176, yago11k_both
2023-06-10 00:52:15,914 - yago11k_both - [INFO] - [Epoch:239]: Training Loss:0.001128
2023-06-10 00:52:16,128 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 00:52:28,058 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 00:52:39,824 - yago11k_both - [INFO] - [Evaluating Epoch 239 valid]:
MRR: Tail : 0.40624, Head : 0.23224, Avg : 0.31924
MR: Tail : 564.04, Head : 913.73, Avg : 738.89
Hit-1: Tail : 0.32231, Head : 0.18964, Avg : 0.25597
Hit-3: Tail : 0.4404, Head : 0.23006, Avg : 0.33523
Hit-10: Tail : 0.57447, Head : 0.31564, Avg : 0.44505
2023-06-10 00:52:39,824 - yago11k_both - [INFO] - [Epoch 239]: Training Loss: 0.001128, Valid MRR: 0.32176,
2023-06-10 00:52:40,460 - yago11k_both - [INFO] - [E:240| 0]: Train Loss:0.001112, Val MRR:0.32176, yago11k_both
2023-06-10 00:53:43,436 - yago11k_both - [INFO] - [E:240| 100]: Train Loss:0.0011262, Val MRR:0.32176, yago11k_both
2023-06-10 00:54:46,360 - yago11k_both - [INFO] - [E:240| 200]: Train Loss:0.0011271, Val MRR:0.32176, yago11k_both
2023-06-10 00:55:49,283 - yago11k_both - [INFO] - [E:240| 300]: Train Loss:0.0011277, Val MRR:0.32176, yago11k_both
2023-06-10 00:56:52,191 - yago11k_both - [INFO] - [E:240| 400]: Train Loss:0.0011273, Val MRR:0.32176, yago11k_both
2023-06-10 00:57:55,159 - yago11k_both - [INFO] - [E:240| 500]: Train Loss:0.0011274, Val MRR:0.32176, yago11k_both
2023-06-10 00:58:57,708 - yago11k_both - [INFO] - [E:240| 600]: Train Loss:0.0011276, Val MRR:0.32176, yago11k_both
2023-06-10 00:58:57,708 - yago11k_both - [INFO] - [Epoch:240]: Training Loss:0.001128
2023-06-10 00:58:57,923 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 00:59:09,857 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 00:59:21,628 - yago11k_both - [INFO] - [Evaluating Epoch 240 valid]:
MRR: Tail : 0.40578, Head : 0.23267, Avg : 0.31923
2023-06-10 00:59:21,628 - yago11k_both - [INFO] - [Epoch 240]: Training Loss: 0.0011276, Valid MRR: 0.32176,
2023-06-10 00:59:22,265 - yago11k_both - [INFO] - [E:241| 0]: Train Loss:0.0011333, Val MRR:0.32176, yago11k_both
2023-06-10 01:00:25,292 - yago11k_both - [INFO] - [E:241| 100]: Train Loss:0.0011278, Val MRR:0.32176, yago11k_both
2023-06-10 01:01:28,280 - yago11k_both - [INFO] - [E:241| 200]: Train Loss:0.001126, Val MRR:0.32176, yago11k_both
2023-06-10 01:02:31,286 - yago11k_both - [INFO] - [E:241| 300]: Train Loss:0.0011266, Val MRR:0.32176, yago11k_both
2023-06-10 01:03:34,709 - yago11k_both - [INFO] - [E:241| 400]: Train Loss:0.0011267, Val MRR:0.32176, yago11k_both
2023-06-10 01:05:01,143 - yago11k_both - [INFO] - [E:241| 500]: Train Loss:0.0011272, Val MRR:0.32176, yago11k_both
2023-06-10 01:06:37,900 - yago11k_both - [INFO] - [E:241| 600]: Train Loss:0.0011273, Val MRR:0.32176, yago11k_both
2023-06-10 01:06:37,900 - yago11k_both - [INFO] - [Epoch:241]: Training Loss:0.001127
2023-06-10 01:06:38,261 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 01:06:57,181 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 01:07:11,300 - yago11k_both - [INFO] - [Evaluating Epoch 241 valid]:
MRR: Tail : 0.40619, Head : 0.23204, Avg : 0.31912
2023-06-10 01:07:11,301 - yago11k_both - [INFO] - [Epoch 241]: Training Loss: 0.0011273, Valid MRR: 0.32176,
2023-06-10 01:07:12,153 - yago11k_both - [INFO] - [E:242| 0]: Train Loss:0.00114, Val MRR:0.32176, yago11k_both
2023-06-10 01:08:44,887 - yago11k_both - [INFO] - [E:242| 100]: Train Loss:0.0011274, Val MRR:0.32176, yago11k_both
2023-06-10 01:10:22,391 - yago11k_both - [INFO] - [E:242| 200]: Train Loss:0.0011275, Val MRR:0.32176, yago11k_both
2023-06-10 01:11:54,451 - yago11k_both - [INFO] - [E:242| 300]: Train Loss:0.0011273, Val MRR:0.32176, yago11k_both
2023-06-10 01:13:31,998 - yago11k_both - [INFO] - [E:242| 400]: Train Loss:0.0011268, Val MRR:0.32176, yago11k_both
2023-06-10 01:15:03,906 - yago11k_both - [INFO] - [E:242| 500]: Train Loss:0.001127, Val MRR:0.32176, yago11k_both
2023-06-10 01:16:40,868 - yago11k_both - [INFO] - [E:242| 600]: Train Loss:0.0011275, Val MRR:0.32176, yago11k_both
2023-06-10 01:16:40,868 - yago11k_both - [INFO] - [Epoch:242]: Training Loss:0.001128
2023-06-10 01:16:41,234 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 01:17:00,134 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 01:17:18,834 - yago11k_both - [INFO] - [Evaluating Epoch 242 valid]:
MRR: Tail : 0.40687, Head : 0.23336, Avg : 0.32012
2023-06-10 01:17:18,834 - yago11k_both - [INFO] - [Epoch 242]: Training Loss: 0.0011275, Valid MRR: 0.32176,
2023-06-10 01:17:19,835 - yago11k_both - [INFO] - [E:243| 0]: Train Loss:0.0011405, Val MRR:0.32176, yago11k_both
2023-06-10 01:18:52,191 - yago11k_both - [INFO] - [E:243| 100]: Train Loss:0.0011281, Val MRR:0.32176, yago11k_both
2023-06-10 01:20:29,608 - yago11k_both - [INFO] - [E:243| 200]: Train Loss:0.0011272, Val MRR:0.32176, yago11k_both
2023-06-10 01:22:01,744 - yago11k_both - [INFO] - [E:243| 300]: Train Loss:0.001128, Val MRR:0.32176, yago11k_both
2023-06-10 01:23:39,003 - yago11k_both - [INFO] - [E:243| 400]: Train Loss:0.0011276, Val MRR:0.32176, yago11k_both
2023-06-10 01:25:15,150 - yago11k_both - [INFO] - [E:243| 500]: Train Loss:0.0011273, Val MRR:0.32176, yago11k_both
2023-06-10 01:26:47,931 - yago11k_both - [INFO] - [E:243| 600]: Train Loss:0.0011274, Val MRR:0.32176, yago11k_both
2023-06-10 01:26:47,931 - yago11k_both - [INFO] - [Epoch:243]: Training Loss:0.001127
2023-06-10 01:26:48,302 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 01:27:07,228 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 01:27:25,905 - yago11k_both - [INFO] - [Evaluating Epoch 243 valid]:
MRR: Tail : 0.40824, Head : 0.23168, Avg : 0.31996
2023-06-10 01:27:25,905 - yago11k_both - [INFO] - [Epoch 243]: Training Loss: 0.0011274, Valid MRR: 0.32176,
2023-06-10 01:27:26,949 - yago11k_both - [INFO] - [E:244| 0]: Train Loss:0.001213, Val MRR:0.32176, yago11k_both
2023-06-10 01:29:01,318 - yago11k_both - [INFO] - [E:244| 100]: Train Loss:0.0011276, Val MRR:0.32176, yago11k_both
2023-06-10 01:30:36,929 - yago11k_both - [INFO] - [E:244| 200]: Train Loss:0.0011266, Val MRR:0.32176, yago11k_both
2023-06-10 01:32:14,290 - yago11k_both - [INFO] - [E:244| 300]: Train Loss:0.0011268, Val MRR:0.32176, yago11k_both
2023-06-10 01:33:46,633 - yago11k_both - [INFO] - [E:244| 400]: Train Loss:0.001127, Val MRR:0.32176, yago11k_both
2023-06-10 01:35:23,935 - yago11k_both - [INFO] - [E:244| 500]: Train Loss:0.0011266, Val MRR:0.32176, yago11k_both
2023-06-10 01:36:55,661 - yago11k_both - [INFO] - [E:244| 600]: Train Loss:0.0011271, Val MRR:0.32176, yago11k_both
2023-06-10 01:36:55,661 - yago11k_both - [INFO] - [Epoch:244]: Training Loss:0.001127
2023-06-10 01:36:56,056 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 01:37:14,992 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 01:37:33,680 - yago11k_both - [INFO] - [Evaluating Epoch 244 valid]:
MRR: Tail : 0.41093, Head : 0.23073, Avg : 0.32083
2023-06-10 01:37:33,680 - yago11k_both - [INFO] - [Epoch 244]: Training Loss: 0.0011271, Valid MRR: 0.32176,
2023-06-10 01:37:34,723 - yago11k_both - [INFO] - [E:245| 0]: Train Loss:0.0011385, Val MRR:0.32176, yago11k_both
2023-06-10 01:39:12,253 - yago11k_both - [INFO] - [E:245| 100]: Train Loss:0.0011267, Val MRR:0.32176, yago11k_both
2023-06-10 01:40:44,718 - yago11k_both - [INFO] - [E:245| 200]: Train Loss:0.001126, Val MRR:0.32176, yago11k_both
2023-06-10 01:42:22,037 - yago11k_both - [INFO] - [E:245| 300]: Train Loss:0.0011255, Val MRR:0.32176, yago11k_both
2023-06-10 01:43:54,528 - yago11k_both - [INFO] - [E:245| 400]: Train Loss:0.0011257, Val MRR:0.32176, yago11k_both
2023-06-10 01:45:31,944 - yago11k_both - [INFO] - [E:245| 500]: Train Loss:0.0011263, Val MRR:0.32176, yago11k_both
2023-06-10 01:47:04,670 - yago11k_both - [INFO] - [E:245| 600]: Train Loss:0.0011266, Val MRR:0.32176, yago11k_both
2023-06-10 01:47:04,670 - yago11k_both - [INFO] - [Epoch:245]: Training Loss:0.001127
2023-06-10 01:47:04,971 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 01:47:23,069 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 01:47:41,749 - yago11k_both - [INFO] - [Evaluating Epoch 245 valid]:
MRR: Tail : 0.40503, Head : 0.23065, Avg : 0.31784
2023-06-10 01:47:41,749 - yago11k_both - [INFO] - [Epoch 245]: Training Loss: 0.0011266, Valid MRR: 0.32176,
2023-06-10 01:47:42,792 - yago11k_both - [INFO] - [E:246| 0]: Train Loss:0.0011252, Val MRR:0.32176, yago11k_both
2023-06-10 01:49:20,103 - yago11k_both - [INFO] - [E:246| 100]: Train Loss:0.0011238, Val MRR:0.32176, yago11k_both
2023-06-10 01:50:52,191 - yago11k_both - [INFO] - [E:246| 200]: Train Loss:0.0011249, Val MRR:0.32176, yago11k_both
2023-06-10 01:52:29,660 - yago11k_both - [INFO] - [E:246| 300]: Train Loss:0.0011249, Val MRR:0.32176, yago11k_both
2023-06-10 01:54:04,738 - yago11k_both - [INFO] - [E:246| 400]: Train Loss:0.0011246, Val MRR:0.32176, yago11k_both
2023-06-10 01:55:39,597 - yago11k_both - [INFO] - [E:246| 500]: Train Loss:0.0011255, Val MRR:0.32176, yago11k_both
2023-06-10 01:57:16,425 - yago11k_both - [INFO] - [E:246| 600]: Train Loss:0.0011263, Val MRR:0.32176, yago11k_both
2023-06-10 01:57:16,425 - yago11k_both - [INFO] - [Epoch:246]: Training Loss:0.001126
2023-06-10 01:57:16,820 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 01:57:34,316 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 01:57:50,372 - yago11k_both - [INFO] - [Evaluating Epoch 246 valid]:
MRR: Tail : 0.41141, Head : 0.23252, Avg : 0.32196
2023-06-10 01:57:51,780 - yago11k_both - [INFO] - [Epoch 246]: Training Loss: 0.0011263, Valid MRR: 0.32196,
2023-06-10 01:57:52,416 - yago11k_both - [INFO] - [E:247| 0]: Train Loss:0.0011273, Val MRR:0.32196, yago11k_both
2023-06-10 01:59:29,555 - yago11k_both - [INFO] - [E:247| 100]: Train Loss:0.0011256, Val MRR:0.32196, yago11k_both
2023-06-10 02:01:05,811 - yago11k_both - [INFO] - [E:247| 200]: Train Loss:0.0011271, Val MRR:0.32196, yago11k_both
2023-06-10 02:02:39,235 - yago11k_both - [INFO] - [E:247| 300]: Train Loss:0.0011265, Val MRR:0.32196, yago11k_both
2023-06-10 02:04:16,724 - yago11k_both - [INFO] - [E:247| 400]: Train Loss:0.001126, Val MRR:0.32196, yago11k_both
2023-06-10 02:05:49,194 - yago11k_both - [INFO] - [E:247| 500]: Train Loss:0.0011265, Val MRR:0.32196, yago11k_both
2023-06-10 02:07:25,834 - yago11k_both - [INFO] - [E:247| 600]: Train Loss:0.001126, Val MRR:0.32196, yago11k_both
2023-06-10 02:07:25,835 - yago11k_both - [INFO] - [Epoch:247]: Training Loss:0.001126
2023-06-10 02:07:26,226 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 02:07:45,154 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 02:08:03,932 - yago11k_both - [INFO] - [Evaluating Epoch 247 valid]:
MRR: Tail : 0.41402, Head : 0.23219, Avg : 0.3231
2023-06-10 02:08:04,926 - yago11k_both - [INFO] - [Epoch 247]: Training Loss: 0.001126, Valid MRR: 0.3231,
2023-06-10 02:08:05,861 - yago11k_both - [INFO] - [E:248| 0]: Train Loss:0.0011221, Val MRR:0.3231, yago11k_both
2023-06-10 02:09:38,351 - yago11k_both - [INFO] - [E:248| 100]: Train Loss:0.0011248, Val MRR:0.3231, yago11k_both
2023-06-10 02:11:15,917 - yago11k_both - [INFO] - [E:248| 200]: Train Loss:0.0011255, Val MRR:0.3231, yago11k_both
2023-06-10 02:12:47,891 - yago11k_both - [INFO] - [E:248| 300]: Train Loss:0.0011256, Val MRR:0.3231, yago11k_both
2023-06-10 02:14:25,446 - yago11k_both - [INFO] - [E:248| 400]: Train Loss:0.0011255, Val MRR:0.3231, yago11k_both
2023-06-10 02:15:57,852 - yago11k_both - [INFO] - [E:248| 500]: Train Loss:0.0011259, Val MRR:0.3231, yago11k_both
2023-06-10 02:17:34,625 - yago11k_both - [INFO] - [E:248| 600]: Train Loss:0.0011259, Val MRR:0.3231, yago11k_both
2023-06-10 02:17:34,625 - yago11k_both - [INFO] - [Epoch:248]: Training Loss:0.001126
2023-06-10 02:17:34,992 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 02:17:53,954 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 02:18:12,654 - yago11k_both - [INFO] - [Evaluating Epoch 248 valid]:
MRR: Tail : 0.41074, Head : 0.23161, Avg : 0.32117
2023-06-10 02:18:12,654 - yago11k_both - [INFO] - [Epoch 248]: Training Loss: 0.0011259, Valid MRR: 0.3231,
2023-06-10 02:18:13,697 - yago11k_both - [INFO] - [E:249| 0]: Train Loss:0.0011248, Val MRR:0.3231, yago11k_both
2023-06-10 02:19:46,256 - yago11k_both - [INFO] - [E:249| 100]: Train Loss:0.0011236, Val MRR:0.3231, yago11k_both
2023-06-10 02:21:23,582 - yago11k_both - [INFO] - [E:249| 200]: Train Loss:0.0011243, Val MRR:0.3231, yago11k_both
2023-06-10 02:22:56,730 - yago11k_both - [INFO] - [E:249| 300]: Train Loss:0.0011247, Val MRR:0.3231, yago11k_both
2023-06-10 02:24:33,680 - yago11k_both - [INFO] - [E:249| 400]: Train Loss:0.0011251, Val MRR:0.3231, yago11k_both
2023-06-10 02:26:10,318 - yago11k_both - [INFO] - [E:249| 500]: Train Loss:0.0011255, Val MRR:0.3231, yago11k_both
2023-06-10 02:27:42,888 - yago11k_both - [INFO] - [E:249| 600]: Train Loss:0.0011255, Val MRR:0.3231, yago11k_both
2023-06-10 02:27:42,888 - yago11k_both - [INFO] - [Epoch:249]: Training Loss:0.001125
2023-06-10 02:27:43,228 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 02:28:02,211 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 02:28:20,893 - yago11k_both - [INFO] - [Evaluating Epoch 249 valid]:
MRR: Tail : 0.41096, Head : 0.2314, Avg : 0.32118
MR: Tail : 578.1, Head : 944.77, Avg : 761.43
Hit-1: Tail : 0.32662, Head : 0.1895, Avg : 0.25806
Hit-3: Tail : 0.44804, Head : 0.22715, Avg : 0.33759
Hit-10: Tail : 0.57016, Head : 0.31384, Avg : 0.442
2023-06-10 02:28:20,893 - yago11k_both - [INFO] - [Epoch 249]: Training Loss: 0.0011255, Valid MRR: 0.3231,
2023-06-10 02:28:21,899 - yago11k_both - [INFO] - [E:250| 0]: Train Loss:0.001118, Val MRR:0.3231, yago11k_both
2023-06-10 02:29:56,761 - yago11k_both - [INFO] - [E:250| 100]: Train Loss:0.001124, Val MRR:0.3231, yago11k_both
2023-06-10 02:31:31,867 - yago11k_both - [INFO] - [E:250| 200]: Train Loss:0.0011247, Val MRR:0.3231, yago11k_both
2023-06-10 02:33:09,478 - yago11k_both - [INFO] - [E:250| 300]: Train Loss:0.0011246, Val MRR:0.3231, yago11k_both
2023-06-10 02:34:42,049 - yago11k_both - [INFO] - [E:250| 400]: Train Loss:0.0011261, Val MRR:0.3231, yago11k_both
2023-06-10 02:36:19,553 - yago11k_both - [INFO] - [E:250| 500]: Train Loss:0.0011255, Val MRR:0.3231, yago11k_both
2023-06-10 02:37:51,473 - yago11k_both - [INFO] - [E:250| 600]: Train Loss:0.0011258, Val MRR:0.3231, yago11k_both
2023-06-10 02:37:51,473 - yago11k_both - [INFO] - [Epoch:250]: Training Loss:0.001126
2023-06-10 02:37:51,867 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 02:38:10,800 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 02:38:29,540 - yago11k_both - [INFO] - [Evaluating Epoch 250 valid]:
MRR: Tail : 0.40978, Head : 0.23132, Avg : 0.32055
2023-06-10 02:38:29,540 - yago11k_both - [INFO] - [Epoch 250]: Training Loss: 0.0011258, Valid MRR: 0.3231,
2023-06-10 02:38:30,537 - yago11k_both - [INFO] - [E:251| 0]: Train Loss:0.0011287, Val MRR:0.3231, yago11k_both
2023-06-10 02:40:08,027 - yago11k_both - [INFO] - [E:251| 100]: Train Loss:0.0011258, Val MRR:0.3231, yago11k_both
2023-06-10 02:41:40,538 - yago11k_both - [INFO] - [E:251| 200]: Train Loss:0.0011254, Val MRR:0.3231, yago11k_both
2023-06-10 02:43:18,019 - yago11k_both - [INFO] - [E:251| 300]: Train Loss:0.001125, Val MRR:0.3231, yago11k_both
2023-06-10 02:44:50,431 - yago11k_both - [INFO] - [E:251| 400]: Train Loss:0.0011258, Val MRR:0.3231, yago11k_both
2023-06-10 02:46:28,009 - yago11k_both - [INFO] - [E:251| 500]: Train Loss:0.0011255, Val MRR:0.3231, yago11k_both
2023-06-10 02:48:01,086 - yago11k_both - [INFO] - [E:251| 600]: Train Loss:0.0011252, Val MRR:0.3231, yago11k_both
2023-06-10 02:48:01,087 - yago11k_both - [INFO] - [Epoch:251]: Training Loss:0.001125
2023-06-10 02:48:01,386 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 02:48:18,659 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 02:48:37,426 - yago11k_both - [INFO] - [Evaluating Epoch 251 valid]:
MRR: Tail : 0.41221, Head : 0.23198, Avg : 0.32209
2023-06-10 02:48:37,427 - yago11k_both - [INFO] - [Epoch 251]: Training Loss: 0.0011252, Valid MRR: 0.3231,
2023-06-10 02:48:38,383 - yago11k_both - [INFO] - [E:252| 0]: Train Loss:0.00112, Val MRR:0.3231, yago11k_both
2023-06-10 02:50:15,946 - yago11k_both - [INFO] - [E:252| 100]: Train Loss:0.0011252, Val MRR:0.3231, yago11k_both
2023-06-10 02:51:48,430 - yago11k_both - [INFO] - [E:252| 200]: Train Loss:0.0011247, Val MRR:0.3231, yago11k_both
2023-06-10 02:53:26,012 - yago11k_both - [INFO] - [E:252| 300]: Train Loss:0.0011242, Val MRR:0.3231, yago11k_both
2023-06-10 02:55:01,480 - yago11k_both - [INFO] - [E:252| 400]: Train Loss:0.0011248, Val MRR:0.3231, yago11k_both
2023-06-10 02:56:35,971 - yago11k_both - [INFO] - [E:252| 500]: Train Loss:0.0011245, Val MRR:0.3231, yago11k_both
2023-06-10 02:58:12,789 - yago11k_both - [INFO] - [E:252| 600]: Train Loss:0.0011252, Val MRR:0.3231, yago11k_both
2023-06-10 02:58:12,789 - yago11k_both - [INFO] - [Epoch:252]: Training Loss:0.001125
2023-06-10 02:58:13,072 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 02:58:31,014 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 02:58:47,053 - yago11k_both - [INFO] - [Evaluating Epoch 252 valid]:
MRR: Tail : 0.40348, Head : 0.23151, Avg : 0.3175
2023-06-10 02:58:47,053 - yago11k_both - [INFO] - [Epoch 252]: Training Loss: 0.0011252, Valid MRR: 0.3231,
2023-06-10 02:58:47,906 - yago11k_both - [INFO] - [E:253| 0]: Train Loss:0.0011417, Val MRR:0.3231, yago11k_both
2023-06-10 03:00:24,459 - yago11k_both - [INFO] - [E:253| 100]: Train Loss:0.0011236, Val MRR:0.3231, yago11k_both
2023-06-10 03:02:01,599 - yago11k_both - [INFO] - [E:253| 200]: Train Loss:0.0011231, Val MRR:0.3231, yago11k_both
2023-06-10 03:03:34,512 - yago11k_both - [INFO] - [E:253| 300]: Train Loss:0.0011241, Val MRR:0.3231, yago11k_both
2023-06-10 03:05:12,079 - yago11k_both - [INFO] - [E:253| 400]: Train Loss:0.0011246, Val MRR:0.3231, yago11k_both
2023-06-10 03:06:44,529 - yago11k_both - [INFO] - [E:253| 500]: Train Loss:0.0011251, Val MRR:0.3231, yago11k_both
2023-06-10 03:08:21,384 - yago11k_both - [INFO] - [E:253| 600]: Train Loss:0.0011251, Val MRR:0.3231, yago11k_both
2023-06-10 03:08:21,384 - yago11k_both - [INFO] - [Epoch:253]: Training Loss:0.001125
2023-06-10 03:08:21,764 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 03:08:40,696 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 03:08:59,371 - yago11k_both - [INFO] - [Evaluating Epoch 253 valid]:
MRR: Tail : 0.4074, Head : 0.22981, Avg : 0.3186
2023-06-10 03:08:59,371 - yago11k_both - [INFO] - [Epoch 253]: Training Loss: 0.0011251, Valid MRR: 0.3231,
2023-06-10 03:09:00,374 - yago11k_both - [INFO] - [E:254| 0]: Train Loss:0.0011052, Val MRR:0.3231, yago11k_both
2023-06-10 03:10:32,379 - yago11k_both - [INFO] - [E:254| 100]: Train Loss:0.0011206, Val MRR:0.3231, yago11k_both
2023-06-10 03:12:09,901 - yago11k_both - [INFO] - [E:254| 200]: Train Loss:0.0011234, Val MRR:0.3231, yago11k_both
2023-06-10 03:13:41,997 - yago11k_both - [INFO] - [E:254| 300]: Train Loss:0.0011235, Val MRR:0.3231, yago11k_both
2023-06-10 03:15:19,585 - yago11k_both - [INFO] - [E:254| 400]: Train Loss:0.001124, Val MRR:0.3231, yago11k_both
2023-06-10 03:16:52,218 - yago11k_both - [INFO] - [E:254| 500]: Train Loss:0.0011239, Val MRR:0.3231, yago11k_both
2023-06-10 03:18:28,929 - yago11k_both - [INFO] - [E:254| 600]: Train Loss:0.0011244, Val MRR:0.3231, yago11k_both
2023-06-10 03:18:28,929 - yago11k_both - [INFO] - [Epoch:254]: Training Loss:0.001124
2023-06-10 03:18:29,237 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 03:18:48,289 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 03:19:06,989 - yago11k_both - [INFO] - [Evaluating Epoch 254 valid]:
MRR: Tail : 0.40697, Head : 0.23064, Avg : 0.3188
2023-06-10 03:19:06,989 - yago11k_both - [INFO] - [Epoch 254]: Training Loss: 0.0011244, Valid MRR: 0.3231,
2023-06-10 03:19:07,920 - yago11k_both - [INFO] - [E:255| 0]: Train Loss:0.0011242, Val MRR:0.3231, yago11k_both
2023-06-10 03:20:40,286 - yago11k_both - [INFO] - [E:255| 100]: Train Loss:0.0011237, Val MRR:0.3231, yago11k_both
2023-06-10 03:22:17,847 - yago11k_both - [INFO] - [E:255| 200]: Train Loss:0.0011235, Val MRR:0.3231, yago11k_both
2023-06-10 03:23:52,283 - yago11k_both - [INFO] - [E:255| 300]: Train Loss:0.0011239, Val MRR:0.3231, yago11k_both
2023-06-10 03:25:27,926 - yago11k_both - [INFO] - [E:255| 400]: Train Loss:0.001124, Val MRR:0.3231, yago11k_both
2023-06-10 03:27:05,454 - yago11k_both - [INFO] - [E:255| 500]: Train Loss:0.0011242, Val MRR:0.3231, yago11k_both
2023-06-10 03:28:37,316 - yago11k_both - [INFO] - [E:255| 600]: Train Loss:0.0011246, Val MRR:0.3231, yago11k_both
2023-06-10 03:28:37,317 - yago11k_both - [INFO] - [Epoch:255]: Training Loss:0.001125
2023-06-10 03:28:37,711 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 03:28:56,646 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 03:29:15,335 - yago11k_both - [INFO] - [Evaluating Epoch 255 valid]:
MRR: Tail : 0.40598, Head : 0.2315, Avg : 0.31874
2023-06-10 03:29:15,335 - yago11k_both - [INFO] - [Epoch 255]: Training Loss: 0.0011246, Valid MRR: 0.3231,
2023-06-10 03:29:16,377 - yago11k_both - [INFO] - [E:256| 0]: Train Loss:0.0011144, Val MRR:0.3231, yago11k_both
2023-06-10 03:30:52,572 - yago11k_both - [INFO] - [E:256| 100]: Train Loss:0.0011232, Val MRR:0.3231, yago11k_both
2023-06-10 03:32:26,151 - yago11k_both - [INFO] - [E:256| 200]: Train Loss:0.0011234, Val MRR:0.3231, yago11k_both
2023-06-10 03:34:03,668 - yago11k_both - [INFO] - [E:256| 300]: Train Loss:0.0011238, Val MRR:0.3231, yago11k_both
2023-06-10 03:35:36,289 - yago11k_both - [INFO] - [E:256| 400]: Train Loss:0.0011246, Val MRR:0.3231, yago11k_both
2023-06-10 03:37:13,826 - yago11k_both - [INFO] - [E:256| 500]: Train Loss:0.0011244, Val MRR:0.3231, yago11k_both
2023-06-10 03:38:45,834 - yago11k_both - [INFO] - [E:256| 600]: Train Loss:0.0011246, Val MRR:0.3231, yago11k_both
2023-06-10 03:38:45,834 - yago11k_both - [INFO] - [Epoch:256]: Training Loss:0.001125
2023-06-10 03:38:46,113 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 03:39:05,184 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 03:39:23,875 - yago11k_both - [INFO] - [Evaluating Epoch 256 valid]:
MRR: Tail : 0.41256, Head : 0.23154, Avg : 0.32205
2023-06-10 03:39:23,875 - yago11k_both - [INFO] - [Epoch 256]: Training Loss: 0.0011246, Valid MRR: 0.3231,
2023-06-10 03:39:24,908 - yago11k_both - [INFO] - [E:257| 0]: Train Loss:0.0011612, Val MRR:0.3231, yago11k_both
2023-06-10 03:41:02,319 - yago11k_both - [INFO] - [E:257| 100]: Train Loss:0.0011222, Val MRR:0.3231, yago11k_both
2023-06-10 03:42:34,815 - yago11k_both - [INFO] - [E:257| 200]: Train Loss:0.0011242, Val MRR:0.3231, yago11k_both
2023-06-10 03:44:12,174 - yago11k_both - [INFO] - [E:257| 300]: Train Loss:0.0011244, Val MRR:0.3231, yago11k_both
2023-06-10 03:45:44,806 - yago11k_both - [INFO] - [E:257| 400]: Train Loss:0.0011246, Val MRR:0.3231, yago11k_both
2023-06-10 03:47:22,421 - yago11k_both - [INFO] - [E:257| 500]: Train Loss:0.0011245, Val MRR:0.3231, yago11k_both
2023-06-10 03:48:56,842 - yago11k_both - [INFO] - [E:257| 600]: Train Loss:0.0011244, Val MRR:0.3231, yago11k_both
2023-06-10 03:48:56,842 - yago11k_both - [INFO] - [Epoch:257]: Training Loss:0.001124
2023-06-10 03:48:57,140 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 03:49:13,650 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 03:49:32,353 - yago11k_both - [INFO] - [Evaluating Epoch 257 valid]:
MRR: Tail : 0.41039, Head : 0.23409, Avg : 0.32224
2023-06-10 03:49:32,353 - yago11k_both - [INFO] - [Epoch 257]: Training Loss: 0.0011244, Valid MRR: 0.3231,
2023-06-10 03:49:33,390 - yago11k_both - [INFO] - [E:258| 0]: Train Loss:0.0011186, Val MRR:0.3231, yago11k_both
2023-06-10 03:51:10,902 - yago11k_both - [INFO] - [E:258| 100]: Train Loss:0.0011227, Val MRR:0.3231, yago11k_both
2023-06-10 03:52:43,868 - yago11k_both - [INFO] - [E:258| 200]: Train Loss:0.0011242, Val MRR:0.3231, yago11k_both
2023-06-10 03:54:20,892 - yago11k_both - [INFO] - [E:258| 300]: Train Loss:0.0011241, Val MRR:0.3231, yago11k_both
2023-06-10 03:55:57,649 - yago11k_both - [INFO] - [E:258| 400]: Train Loss:0.0011241, Val MRR:0.3231, yago11k_both
2023-06-10 03:57:31,102 - yago11k_both - [INFO] - [E:258| 500]: Train Loss:0.0011245, Val MRR:0.3231, yago11k_both
2023-06-10 03:59:08,228 - yago11k_both - [INFO] - [E:258| 600]: Train Loss:0.0011242, Val MRR:0.3231, yago11k_both
2023-06-10 03:59:08,228 - yago11k_both - [INFO] - [Epoch:258]: Training Loss:0.001124
2023-06-10 03:59:08,510 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 03:59:27,417 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 03:59:43,491 - yago11k_both - [INFO] - [Evaluating Epoch 258 valid]:
MRR: Tail : 0.41, Head : 0.23324, Avg : 0.32162
2023-06-10 03:59:43,491 - yago11k_both - [INFO] - [Epoch 258]: Training Loss: 0.0011242, Valid MRR: 0.3231,
2023-06-10 03:59:44,346 - yago11k_both - [INFO] - [E:259| 0]: Train Loss:0.0011118, Val MRR:0.3231, yago11k_both
2023-06-10 04:01:19,874 - yago11k_both - [INFO] - [E:259| 100]: Train Loss:0.0011226, Val MRR:0.3231, yago11k_both
2023-06-10 04:02:57,455 - yago11k_both - [INFO] - [E:259| 200]: Train Loss:0.0011234, Val MRR:0.3231, yago11k_both
2023-06-10 04:04:29,897 - yago11k_both - [INFO] - [E:259| 300]: Train Loss:0.0011233, Val MRR:0.3231, yago11k_both
2023-06-10 04:06:07,596 - yago11k_both - [INFO] - [E:259| 400]: Train Loss:0.0011239, Val MRR:0.3231, yago11k_both
2023-06-10 04:07:40,146 - yago11k_both - [INFO] - [E:259| 500]: Train Loss:0.0011237, Val MRR:0.3231, yago11k_both
2023-06-10 04:09:17,095 - yago11k_both - [INFO] - [E:259| 600]: Train Loss:0.0011241, Val MRR:0.3231, yago11k_both
2023-06-10 04:09:17,095 - yago11k_both - [INFO] - [Epoch:259]: Training Loss:0.001124
2023-06-10 04:09:17,447 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 04:09:36,420 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 04:09:55,132 - yago11k_both - [INFO] - [Evaluating Epoch 259 valid]:
MRR: Tail : 0.4129, Head : 0.231, Avg : 0.32195
MR: Tail : 571.54, Head : 951.16, Avg : 761.35
Hit-1: Tail : 0.3337, Head : 0.18894, Avg : 0.26132
Hit-3: Tail : 0.44401, Head : 0.2277, Avg : 0.33586
Hit-10: Tail : 0.56946, Head : 0.31273, Avg : 0.44109
2023-06-10 04:09:55,132 - yago11k_both - [INFO] - [Epoch 259]: Training Loss: 0.0011241, Valid MRR: 0.3231,
2023-06-10 04:09:56,175 - yago11k_both - [INFO] - [E:260| 0]: Train Loss:0.0011718, Val MRR:0.3231, yago11k_both
2023-06-10 04:11:28,545 - yago11k_both - [INFO] - [E:260| 100]: Train Loss:0.0011231, Val MRR:0.3231, yago11k_both
2023-06-10 04:13:06,069 - yago11k_both - [INFO] - [E:260| 200]: Train Loss:0.0011226, Val MRR:0.3231, yago11k_both
2023-06-10 04:14:38,667 - yago11k_both - [INFO] - [E:260| 300]: Train Loss:0.0011234, Val MRR:0.3231, yago11k_both
2023-06-10 04:16:16,059 - yago11k_both - [INFO] - [E:260| 400]: Train Loss:0.0011235, Val MRR:0.3231, yago11k_both
2023-06-10 04:17:49,339 - yago11k_both - [INFO] - [E:260| 500]: Train Loss:0.0011231, Val MRR:0.3231, yago11k_both
2023-06-10 04:19:25,298 - yago11k_both - [INFO] - [E:260| 600]: Train Loss:0.0011235, Val MRR:0.3231, yago11k_both
2023-06-10 04:19:25,299 - yago11k_both - [INFO] - [Epoch:260]: Training Loss:0.001124
2023-06-10 04:19:25,694 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 04:19:44,585 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 04:20:03,268 - yago11k_both - [INFO] - [Evaluating Epoch 260 valid]:
MRR: Tail : 0.41379, Head : 0.23352, Avg : 0.32365
2023-06-10 04:20:04,370 - yago11k_both - [INFO] - [Epoch 260]: Training Loss: 0.0011235, Valid MRR: 0.32365,
2023-06-10 04:20:05,305 - yago11k_both - [INFO] - [E:261| 0]: Train Loss:0.001127, Val MRR:0.32365, yago11k_both
2023-06-10 04:21:37,687 - yago11k_both - [INFO] - [E:261| 100]: Train Loss:0.001122, Val MRR:0.32365, yago11k_both
2023-06-10 04:23:15,348 - yago11k_both - [INFO] - [E:261| 200]: Train Loss:0.0011213, Val MRR:0.32365, yago11k_both
2023-06-10 04:24:49,655 - yago11k_both - [INFO] - [E:261| 300]: Train Loss:0.0011218, Val MRR:0.32365, yago11k_both
2023-06-10 04:26:25,264 - yago11k_both - [INFO] - [E:261| 400]: Train Loss:0.0011227, Val MRR:0.32365, yago11k_both
2023-06-10 04:28:02,653 - yago11k_both - [INFO] - [E:261| 500]: Train Loss:0.0011233, Val MRR:0.32365, yago11k_both
2023-06-10 04:29:34,381 - yago11k_both - [INFO] - [E:261| 600]: Train Loss:0.0011236, Val MRR:0.32365, yago11k_both
2023-06-10 04:29:34,381 - yago11k_both - [INFO] - [Epoch:261]: Training Loss:0.001124
2023-06-10 04:29:34,772 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 04:29:53,661 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 04:30:12,341 - yago11k_both - [INFO] - [Evaluating Epoch 261 valid]:
MRR: Tail : 0.40995, Head : 0.23547, Avg : 0.32271
2023-06-10 04:30:12,341 - yago11k_both - [INFO] - [Epoch 261]: Training Loss: 0.0011236, Valid MRR: 0.32365,
2023-06-10 04:30:13,384 - yago11k_both - [INFO] - [E:262| 0]: Train Loss:0.0011071, Val MRR:0.32365, yago11k_both
2023-06-10 04:31:49,305 - yago11k_both - [INFO] - [E:262| 100]: Train Loss:0.0011221, Val MRR:0.32365, yago11k_both
2023-06-10 04:33:23,113 - yago11k_both - [INFO] - [E:262| 200]: Train Loss:0.0011225, Val MRR:0.32365, yago11k_both
2023-06-10 04:35:00,543 - yago11k_both - [INFO] - [E:262| 300]: Train Loss:0.0011229, Val MRR:0.32365, yago11k_both
2023-06-10 04:36:33,000 - yago11k_both - [INFO] - [E:262| 400]: Train Loss:0.0011232, Val MRR:0.32365, yago11k_both
2023-06-10 04:38:10,437 - yago11k_both - [INFO] - [E:262| 500]: Train Loss:0.0011231, Val MRR:0.32365, yago11k_both
2023-06-10 04:39:42,259 - yago11k_both - [INFO] - [E:262| 600]: Train Loss:0.0011233, Val MRR:0.32365, yago11k_both
2023-06-10 04:39:42,260 - yago11k_both - [INFO] - [Epoch:262]: Training Loss:0.001123
2023-06-10 04:39:42,661 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 04:40:01,600 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 04:40:20,338 - yago11k_both - [INFO] - [Evaluating Epoch 262 valid]:
MRR: Tail : 0.40776, Head : 0.23273, Avg : 0.32025
2023-06-10 04:40:20,339 - yago11k_both - [INFO] - [Epoch 262]: Training Loss: 0.0011233, Valid MRR: 0.32365,
2023-06-10 04:40:21,299 - yago11k_both - [INFO] - [E:263| 0]: Train Loss:0.0011109, Val MRR:0.32365, yago11k_both
2023-06-10 04:41:58,808 - yago11k_both - [INFO] - [E:263| 100]: Train Loss:0.0011202, Val MRR:0.32365, yago11k_both
2023-06-10 04:43:31,236 - yago11k_both - [INFO] - [E:263| 200]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_both
2023-06-10 04:45:08,623 - yago11k_both - [INFO] - [E:263| 300]: Train Loss:0.001122, Val MRR:0.32365, yago11k_both
2023-06-10 04:46:41,127 - yago11k_both - [INFO] - [E:263| 400]: Train Loss:0.0011224, Val MRR:0.32365, yago11k_both
2023-06-10 04:48:18,878 - yago11k_both - [INFO] - [E:263| 500]: Train Loss:0.0011228, Val MRR:0.32365, yago11k_both
2023-06-10 04:49:52,887 - yago11k_both - [INFO] - [E:263| 600]: Train Loss:0.0011233, Val MRR:0.32365, yago11k_both
2023-06-10 04:49:52,887 - yago11k_both - [INFO] - [Epoch:263]: Training Loss:0.001123
2023-06-10 04:49:53,184 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 04:50:09,868 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 04:50:28,696 - yago11k_both - [INFO] - [Evaluating Epoch 263 valid]:
MRR: Tail : 0.40593, Head : 0.23508, Avg : 0.3205
2023-06-10 04:50:28,696 - yago11k_both - [INFO] - [Epoch 263]: Training Loss: 0.0011233, Valid MRR: 0.32365,
2023-06-10 04:50:29,626 - yago11k_both - [INFO] - [E:264| 0]: Train Loss:0.0010945, Val MRR:0.32365, yago11k_both
2023-06-10 04:52:07,312 - yago11k_both - [INFO] - [E:264| 100]: Train Loss:0.0011219, Val MRR:0.32365, yago11k_both
2023-06-10 04:53:40,013 - yago11k_both - [INFO] - [E:264| 200]: Train Loss:0.0011218, Val MRR:0.32365, yago11k_both
2023-06-10 04:55:17,603 - yago11k_both - [INFO] - [E:264| 300]: Train Loss:0.0011224, Val MRR:0.32365, yago11k_both
2023-06-10 04:56:53,714 - yago11k_both - [INFO] - [E:264| 400]: Train Loss:0.0011231, Val MRR:0.32365, yago11k_both
2023-06-10 04:58:27,519 - yago11k_both - [INFO] - [E:264| 500]: Train Loss:0.001123, Val MRR:0.32365, yago11k_both
2023-06-10 05:00:04,377 - yago11k_both - [INFO] - [E:264| 600]: Train Loss:0.001123, Val MRR:0.32365, yago11k_both
2023-06-10 05:00:04,378 - yago11k_both - [INFO] - [Epoch:264]: Training Loss:0.001123
2023-06-10 05:00:04,754 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 05:00:23,252 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 05:00:39,345 - yago11k_both - [INFO] - [Evaluating Epoch 264 valid]:
MRR: Tail : 0.40901, Head : 0.23282, Avg : 0.32092
2023-06-10 05:00:39,345 - yago11k_both - [INFO] - [Epoch 264]: Training Loss: 0.001123, Valid MRR: 0.32365,
2023-06-10 05:00:40,198 - yago11k_both - [INFO] - [E:265| 0]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_both
2023-06-10 05:02:16,072 - yago11k_both - [INFO] - [E:265| 100]: Train Loss:0.0011227, Val MRR:0.32365, yago11k_both
2023-06-10 05:03:53,467 - yago11k_both - [INFO] - [E:265| 200]: Train Loss:0.0011232, Val MRR:0.32365, yago11k_both
2023-06-10 05:05:25,831 - yago11k_both - [INFO] - [E:265| 300]: Train Loss:0.001123, Val MRR:0.32365, yago11k_both
2023-06-10 05:07:03,271 - yago11k_both - [INFO] - [E:265| 400]: Train Loss:0.0011226, Val MRR:0.32365, yago11k_both
2023-06-10 05:08:35,663 - yago11k_both - [INFO] - [E:265| 500]: Train Loss:0.0011232, Val MRR:0.32365, yago11k_both
2023-06-10 05:10:12,494 - yago11k_both - [INFO] - [E:265| 600]: Train Loss:0.0011229, Val MRR:0.32365, yago11k_both
2023-06-10 05:10:12,494 - yago11k_both - [INFO] - [Epoch:265]: Training Loss:0.001123
2023-06-10 05:10:12,782 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 05:10:31,816 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 05:10:50,485 - yago11k_both - [INFO] - [Evaluating Epoch 265 valid]:
MRR: Tail : 0.41063, Head : 0.23158, Avg : 0.32111
2023-06-10 05:10:50,485 - yago11k_both - [INFO] - [Epoch 265]: Training Loss: 0.0011229, Valid MRR: 0.32365,
2023-06-10 05:10:51,418 - yago11k_both - [INFO] - [E:266| 0]: Train Loss:0.0011159, Val MRR:0.32365, yago11k_both
2023-06-10 05:12:23,876 - yago11k_both - [INFO] - [E:266| 100]: Train Loss:0.0011204, Val MRR:0.32365, yago11k_both
2023-06-10 05:14:01,462 - yago11k_both - [INFO] - [E:266| 200]: Train Loss:0.0011224, Val MRR:0.32365, yago11k_both
2023-06-10 05:15:34,167 - yago11k_both - [INFO] - [E:266| 300]: Train Loss:0.001123, Val MRR:0.32365, yago11k_both
2023-06-10 05:17:11,667 - yago11k_both - [INFO] - [E:266| 400]: Train Loss:0.0011226, Val MRR:0.32365, yago11k_both
2023-06-10 05:18:44,234 - yago11k_both - [INFO] - [E:266| 500]: Train Loss:0.0011223, Val MRR:0.32365, yago11k_both
2023-06-10 05:20:20,547 - yago11k_both - [INFO] - [E:266| 600]: Train Loss:0.0011225, Val MRR:0.32365, yago11k_both
2023-06-10 05:20:20,547 - yago11k_both - [INFO] - [Epoch:266]: Training Loss:0.001123
2023-06-10 05:20:20,846 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 05:20:39,876 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 05:20:58,550 - yago11k_both - [INFO] - [Evaluating Epoch 266 valid]:
MRR: Tail : 0.40551, Head : 0.23098, Avg : 0.31825
2023-06-10 05:20:58,550 - yago11k_both - [INFO] - [Epoch 266]: Training Loss: 0.0011225, Valid MRR: 0.32365,
2023-06-10 05:20:59,528 - yago11k_both - [INFO] - [E:267| 0]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_both
2023-06-10 05:22:31,902 - yago11k_both - [INFO] - [E:267| 100]: Train Loss:0.0011228, Val MRR:0.32365, yago11k_both
2023-06-10 05:24:09,435 - yago11k_both - [INFO] - [E:267| 200]: Train Loss:0.0011212, Val MRR:0.32365, yago11k_both
2023-06-10 05:25:43,734 - yago11k_both - [INFO] - [E:267| 300]: Train Loss:0.0011216, Val MRR:0.32365, yago11k_both
2023-06-10 05:27:19,420 - yago11k_both - [INFO] - [E:267| 400]: Train Loss:0.0011219, Val MRR:0.32365, yago11k_both
2023-06-10 05:28:57,427 - yago11k_both - [INFO] - [E:267| 500]: Train Loss:0.0011219, Val MRR:0.32365, yago11k_both
2023-06-10 05:30:29,654 - yago11k_both - [INFO] - [E:267| 600]: Train Loss:0.0011221, Val MRR:0.32365, yago11k_both
2023-06-10 05:30:29,655 - yago11k_both - [INFO] - [Epoch:267]: Training Loss:0.001122
2023-06-10 05:30:30,030 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 05:30:49,057 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 05:31:07,945 - yago11k_both - [INFO] - [Evaluating Epoch 267 valid]:
MRR: Tail : 0.40734, Head : 0.23316, Avg : 0.32025
2023-06-10 05:31:07,945 - yago11k_both - [INFO] - [Epoch 267]: Training Loss: 0.0011221, Valid MRR: 0.32365,
2023-06-10 05:31:08,985 - yago11k_both - [INFO] - [E:268| 0]: Train Loss:0.0011145, Val MRR:0.32365, yago11k_both
2023-06-10 05:32:44,892 - yago11k_both - [INFO] - [E:268| 100]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_both
2023-06-10 05:34:19,838 - yago11k_both - [INFO] - [E:268| 200]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_both
2023-06-10 05:35:58,091 - yago11k_both - [INFO] - [E:268| 300]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_both
2023-06-10 05:37:31,411 - yago11k_both - [INFO] - [E:268| 400]: Train Loss:0.0011213, Val MRR:0.32365, yago11k_both
2023-06-10 05:39:09,897 - yago11k_both - [INFO] - [E:268| 500]: Train Loss:0.0011215, Val MRR:0.32365, yago11k_both
2023-06-10 05:40:42,622 - yago11k_both - [INFO] - [E:268| 600]: Train Loss:0.0011219, Val MRR:0.32365, yago11k_both
2023-06-10 05:40:42,622 - yago11k_both - [INFO] - [Epoch:268]: Training Loss:0.001122
2023-06-10 05:40:42,992 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 05:41:02,232 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 05:41:21,226 - yago11k_both - [INFO] - [Evaluating Epoch 268 valid]:
MRR: Tail : 0.40327, Head : 0.23219, Avg : 0.31773
2023-06-10 05:41:21,226 - yago11k_both - [INFO] - [Epoch 268]: Training Loss: 0.0011219, Valid MRR: 0.32365,
2023-06-10 05:41:22,173 - yago11k_both - [INFO] - [E:269| 0]: Train Loss:0.0011067, Val MRR:0.32365, yago11k_both
2023-06-10 05:43:00,707 - yago11k_both - [INFO] - [E:269| 100]: Train Loss:0.0011185, Val MRR:0.32365, yago11k_both
2023-06-10 05:44:34,129 - yago11k_both - [INFO] - [E:269| 200]: Train Loss:0.0011201, Val MRR:0.32365, yago11k_both
2023-06-10 05:46:11,464 - yago11k_both - [INFO] - [E:269| 300]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_both
2023-06-10 05:47:43,945 - yago11k_both - [INFO] - [E:269| 400]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_both
2023-06-10 05:49:21,286 - yago11k_both - [INFO] - [E:269| 500]: Train Loss:0.0011214, Val MRR:0.32365, yago11k_both
2023-06-10 05:50:54,067 - yago11k_both - [INFO] - [E:269| 600]: Train Loss:0.0011219, Val MRR:0.32365, yago11k_both
2023-06-10 05:50:54,068 - yago11k_both - [INFO] - [Epoch:269]: Training Loss:0.001122
2023-06-10 05:50:54,366 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 05:51:12,257 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 05:51:30,925 - yago11k_both - [INFO] - [Evaluating Epoch 269 valid]:
MRR: Tail : 0.40656, Head : 0.23263, Avg : 0.31959
MR: Tail : 619.65, Head : 960.63, Avg : 790.14
Hit-1: Tail : 0.32551, Head : 0.19172, Avg : 0.25861
Hit-3: Tail : 0.43915, Head : 0.22909, Avg : 0.33412
Hit-10: Tail : 0.57071, Head : 0.31662, Avg : 0.44366
2023-06-10 05:51:30,925 - yago11k_both - [INFO] - [Epoch 269]: Training Loss: 0.0011219, Valid MRR: 0.32365,
2023-06-10 05:51:31,852 - yago11k_both - [INFO] - [E:270| 0]: Train Loss:0.0011114, Val MRR:0.32365, yago11k_both
2023-06-10 05:53:09,399 - yago11k_both - [INFO] - [E:270| 100]: Train Loss:0.0011208, Val MRR:0.32365, yago11k_both
2023-06-10 05:54:41,766 - yago11k_both - [INFO] - [E:270| 200]: Train Loss:0.0011196, Val MRR:0.32365, yago11k_both
2023-06-10 05:56:19,124 - yago11k_both - [INFO] - [E:270| 300]: Train Loss:0.00112, Val MRR:0.32365, yago11k_both
2023-06-10 05:57:54,099 - yago11k_both - [INFO] - [E:270| 400]: Train Loss:0.0011205, Val MRR:0.32365, yago11k_both
2023-06-10 05:59:28,855 - yago11k_both - [INFO] - [E:270| 500]: Train Loss:0.0011216, Val MRR:0.32365, yago11k_both
2023-06-10 06:01:05,720 - yago11k_both - [INFO] - [E:270| 600]: Train Loss:0.0011218, Val MRR:0.32365, yago11k_both
2023-06-10 06:01:05,720 - yago11k_both - [INFO] - [Epoch:270]: Training Loss:0.001122
2023-06-10 06:01:06,072 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 06:01:23,517 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 06:01:39,547 - yago11k_both - [INFO] - [Evaluating Epoch 270 valid]:
MRR: Tail : 0.40651, Head : 0.23192, Avg : 0.31921
2023-06-10 06:01:39,547 - yago11k_both - [INFO] - [Epoch 270]: Training Loss: 0.0011218, Valid MRR: 0.32365,
2023-06-10 06:01:40,396 - yago11k_both - [INFO] - [E:271| 0]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_both
2023-06-10 06:03:17,231 - yago11k_both - [INFO] - [E:271| 100]: Train Loss:0.0011236, Val MRR:0.32365, yago11k_both
2023-06-10 06:04:53,717 - yago11k_both - [INFO] - [E:271| 200]: Train Loss:0.001123, Val MRR:0.32365, yago11k_both
2023-06-10 06:06:26,876 - yago11k_both - [INFO] - [E:271| 300]: Train Loss:0.0011221, Val MRR:0.32365, yago11k_both
2023-06-10 06:08:04,205 - yago11k_both - [INFO] - [E:271| 400]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_both
2023-06-10 06:09:36,624 - yago11k_both - [INFO] - [E:271| 500]: Train Loss:0.0011216, Val MRR:0.32365, yago11k_both
2023-06-10 06:11:13,445 - yago11k_both - [INFO] - [E:271| 600]: Train Loss:0.0011217, Val MRR:0.32365, yago11k_both
2023-06-10 06:11:13,446 - yago11k_both - [INFO] - [Epoch:271]: Training Loss:0.001122
2023-06-10 06:11:13,838 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 06:11:32,728 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 06:11:51,383 - yago11k_both - [INFO] - [Evaluating Epoch 271 valid]:
MRR: Tail : 0.4096, Head : 0.23059, Avg : 0.32009
2023-06-10 06:11:51,383 - yago11k_both - [INFO] - [Epoch 271]: Training Loss: 0.0011217, Valid MRR: 0.32365,
2023-06-10 06:11:52,407 - yago11k_both - [INFO] - [E:272| 0]: Train Loss:0.001131, Val MRR:0.32365, yago11k_both
2023-06-10 06:13:24,627 - yago11k_both - [INFO] - [E:272| 100]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_both
2023-06-10 06:15:02,005 - yago11k_both - [INFO] - [E:272| 200]: Train Loss:0.0011205, Val MRR:0.32365, yago11k_both
2023-06-10 06:16:34,296 - yago11k_both - [INFO] - [E:272| 300]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_both
2023-06-10 06:18:11,766 - yago11k_both - [INFO] - [E:272| 400]: Train Loss:0.0011208, Val MRR:0.32365, yago11k_both
2023-06-10 06:19:44,069 - yago11k_both - [INFO] - [E:272| 500]: Train Loss:0.001121, Val MRR:0.32365, yago11k_both
2023-06-10 06:21:20,888 - yago11k_both - [INFO] - [E:272| 600]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_both
2023-06-10 06:21:20,888 - yago11k_both - [INFO] - [Epoch:272]: Training Loss:0.001121
2023-06-10 06:21:21,230 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 06:21:40,174 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 06:21:58,821 - yago11k_both - [INFO] - [Evaluating Epoch 272 valid]:
MRR: Tail : 0.41193, Head : 0.23153, Avg : 0.32173
2023-06-10 06:21:58,821 - yago11k_both - [INFO] - [Epoch 272]: Training Loss: 0.0011211, Valid MRR: 0.32365,
2023-06-10 06:21:59,840 - yago11k_both - [INFO] - [E:273| 0]: Train Loss:0.0011096, Val MRR:0.32365, yago11k_both
2023-06-10 06:23:32,127 - yago11k_both - [INFO] - [E:273| 100]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_both
2023-06-10 06:25:09,493 - yago11k_both - [INFO] - [E:273| 200]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_both
2023-06-10 06:26:42,693 - yago11k_both - [INFO] - [E:273| 300]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_both
2023-06-10 06:28:19,083 - yago11k_both - [INFO] - [E:273| 400]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_both
2023-06-10 06:29:55,809 - yago11k_both - [INFO] - [E:273| 500]: Train Loss:0.0011212, Val MRR:0.32365, yago11k_both
2023-06-10 06:31:28,336 - yago11k_both - [INFO] - [E:273| 600]: Train Loss:0.0011212, Val MRR:0.32365, yago11k_both
2023-06-10 06:31:28,336 - yago11k_both - [INFO] - [Epoch:273]: Training Loss:0.001121
2023-06-10 06:31:28,621 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 06:31:47,615 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 06:32:06,265 - yago11k_both - [INFO] - [Evaluating Epoch 273 valid]:
MRR: Tail : 0.40589, Head : 0.23102, Avg : 0.31846
2023-06-10 06:32:06,265 - yago11k_both - [INFO] - [Epoch 273]: Training Loss: 0.0011212, Valid MRR: 0.32365,
2023-06-10 06:32:07,230 - yago11k_both - [INFO] - [E:274| 0]: Train Loss:0.0012068, Val MRR:0.32365, yago11k_both
2023-06-10 06:33:41,913 - yago11k_both - [INFO] - [E:274| 100]: Train Loss:0.0011192, Val MRR:0.32365, yago11k_both
2023-06-10 06:35:16,879 - yago11k_both - [INFO] - [E:274| 200]: Train Loss:0.0011208, Val MRR:0.32365, yago11k_both
2023-06-10 06:36:54,151 - yago11k_both - [INFO] - [E:274| 300]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_both
2023-06-10 06:38:26,343 - yago11k_both - [INFO] - [E:274| 400]: Train Loss:0.001121, Val MRR:0.32365, yago11k_both
2023-06-10 06:40:03,575 - yago11k_both - [INFO] - [E:274| 500]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_both
2023-06-10 06:41:35,057 - yago11k_both - [INFO] - [E:274| 600]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_both
2023-06-10 06:41:35,057 - yago11k_both - [INFO] - [Epoch:274]: Training Loss:0.001121
2023-06-10 06:41:35,441 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 06:41:54,315 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 06:42:13,071 - yago11k_both - [INFO] - [Evaluating Epoch 274 valid]:
MRR: Tail : 0.40513, Head : 0.23149, Avg : 0.31831
2023-06-10 06:42:13,071 - yago11k_both - [INFO] - [Epoch 274]: Training Loss: 0.0011209, Valid MRR: 0.32365,
2023-06-10 06:42:14,003 - yago11k_both - [INFO] - [E:275| 0]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both
2023-06-10 06:43:51,272 - yago11k_both - [INFO] - [E:275| 100]: Train Loss:0.0011199, Val MRR:0.32365, yago11k_both
2023-06-10 06:45:23,487 - yago11k_both - [INFO] - [E:275| 200]: Train Loss:0.0011195, Val MRR:0.32365, yago11k_both
2023-06-10 06:47:00,656 - yago11k_both - [INFO] - [E:275| 300]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_both
2023-06-10 06:48:32,835 - yago11k_both - [INFO] - [E:275| 400]: Train Loss:0.0011205, Val MRR:0.32365, yago11k_both
2023-06-10 06:50:10,101 - yago11k_both - [INFO] - [E:275| 500]: Train Loss:0.001121, Val MRR:0.32365, yago11k_both
2023-06-10 06:51:42,991 - yago11k_both - [INFO] - [E:275| 600]: Train Loss:0.0011208, Val MRR:0.32365, yago11k_both
2023-06-10 06:51:42,991 - yago11k_both - [INFO] - [Epoch:275]: Training Loss:0.001121
2023-06-10 06:51:43,288 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 06:52:00,925 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 06:52:19,594 - yago11k_both - [INFO] - [Evaluating Epoch 275 valid]:
MRR: Tail : 0.40892, Head : 0.23216, Avg : 0.32054
2023-06-10 06:52:19,594 - yago11k_both - [INFO] - [Epoch 275]: Training Loss: 0.0011208, Valid MRR: 0.32365,
2023-06-10 06:52:20,637 - yago11k_both - [INFO] - [E:276| 0]: Train Loss:0.0011079, Val MRR:0.32365, yago11k_both
2023-06-10 06:53:57,795 - yago11k_both - [INFO] - [E:276| 100]: Train Loss:0.0011213, Val MRR:0.32365, yago11k_both
2023-06-10 06:55:30,055 - yago11k_both - [INFO] - [E:276| 200]: Train Loss:0.0011208, Val MRR:0.32365, yago11k_both
2023-06-10 06:57:07,308 - yago11k_both - [INFO] - [E:276| 300]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_both
2023-06-10 06:58:42,481 - yago11k_both - [INFO] - [E:276| 400]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_both
2023-06-10 07:00:16,812 - yago11k_both - [INFO] - [E:276| 500]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_both
2023-06-10 07:01:53,235 - yago11k_both - [INFO] - [E:276| 600]: Train Loss:0.0011212, Val MRR:0.32365, yago11k_both
2023-06-10 07:01:53,236 - yago11k_both - [INFO] - [Epoch:276]: Training Loss:0.001121
2023-06-10 07:01:53,602 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 07:02:11,423 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 07:02:27,405 - yago11k_both - [INFO] - [Evaluating Epoch 276 valid]:
MRR: Tail : 0.40725, Head : 0.23163, Avg : 0.31944
2023-06-10 07:02:27,405 - yago11k_both - [INFO] - [Epoch 276]: Training Loss: 0.0011212, Valid MRR: 0.32365,
2023-06-10 07:02:28,238 - yago11k_both - [INFO] - [E:277| 0]: Train Loss:0.0011027, Val MRR:0.32365, yago11k_both
2023-06-10 07:04:04,443 - yago11k_both - [INFO] - [E:277| 100]: Train Loss:0.0011235, Val MRR:0.32365, yago11k_both
2023-06-10 07:05:41,397 - yago11k_both - [INFO] - [E:277| 200]: Train Loss:0.0011216, Val MRR:0.32365, yago11k_both
2023-06-10 07:07:13,987 - yago11k_both - [INFO] - [E:277| 300]: Train Loss:0.0011213, Val MRR:0.32365, yago11k_both
2023-06-10 07:08:50,995 - yago11k_both - [INFO] - [E:277| 400]: Train Loss:0.0011212, Val MRR:0.32365, yago11k_both
2023-06-10 07:10:23,426 - yago11k_both - [INFO] - [E:277| 500]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_both
2023-06-10 07:11:59,821 - yago11k_both - [INFO] - [E:277| 600]: Train Loss:0.001121, Val MRR:0.32365, yago11k_both
2023-06-10 07:11:59,821 - yago11k_both - [INFO] - [Epoch:277]: Training Loss:0.001121
2023-06-10 07:12:00,212 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 07:12:19,099 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 07:12:37,773 - yago11k_both - [INFO] - [Evaluating Epoch 277 valid]:
MRR: Tail : 0.40937, Head : 0.23364, Avg : 0.3215
2023-06-10 07:12:37,773 - yago11k_both - [INFO] - [Epoch 277]: Training Loss: 0.001121, Valid MRR: 0.32365,
2023-06-10 07:12:38,760 - yago11k_both - [INFO] - [E:278| 0]: Train Loss:0.0011253, Val MRR:0.32365, yago11k_both
2023-06-10 07:14:10,493 - yago11k_both - [INFO] - [E:278| 100]: Train Loss:0.0011195, Val MRR:0.32365, yago11k_both
2023-06-10 07:15:47,764 - yago11k_both - [INFO] - [E:278| 200]: Train Loss:0.0011193, Val MRR:0.32365, yago11k_both
2023-06-10 07:17:19,454 - yago11k_both - [INFO] - [E:278| 300]: Train Loss:0.0011194, Val MRR:0.32365, yago11k_both
2023-06-10 07:18:56,767 - yago11k_both - [INFO] - [E:278| 400]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_both
2023-06-10 07:20:29,210 - yago11k_both - [INFO] - [E:278| 500]: Train Loss:0.0011205, Val MRR:0.32365, yago11k_both
2023-06-10 07:22:05,539 - yago11k_both - [INFO] - [E:278| 600]: Train Loss:0.0011203, Val MRR:0.32365, yago11k_both
2023-06-10 07:22:05,540 - yago11k_both - [INFO] - [Epoch:278]: Training Loss:0.00112
2023-06-10 07:22:05,821 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 07:22:24,802 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 07:22:43,436 - yago11k_both - [INFO] - [Evaluating Epoch 278 valid]:
MRR: Tail : 0.40757, Head : 0.23328, Avg : 0.32043
2023-06-10 07:22:43,436 - yago11k_both - [INFO] - [Epoch 278]: Training Loss: 0.0011203, Valid MRR: 0.32365,
2023-06-10 07:22:44,359 - yago11k_both - [INFO] - [E:279| 0]: Train Loss:0.00111, Val MRR:0.32365, yago11k_both
2023-06-10 07:24:16,526 - yago11k_both - [INFO] - [E:279| 100]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both
2023-06-10 07:25:53,505 - yago11k_both - [INFO] - [E:279| 200]: Train Loss:0.0011188, Val MRR:0.32365, yago11k_both
2023-06-10 07:27:27,650 - yago11k_both - [INFO] - [E:279| 300]: Train Loss:0.0011202, Val MRR:0.32365, yago11k_both
2023-06-10 07:29:02,862 - yago11k_both - [INFO] - [E:279| 400]: Train Loss:0.0011207, Val MRR:0.32365, yago11k_both
2023-06-10 07:30:39,949 - yago11k_both - [INFO] - [E:279| 500]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_both
2023-06-10 07:32:11,401 - yago11k_both - [INFO] - [E:279| 600]: Train Loss:0.0011205, Val MRR:0.32365, yago11k_both
2023-06-10 07:32:11,402 - yago11k_both - [INFO] - [Epoch:279]: Training Loss:0.00112
2023-06-10 07:32:11,795 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 07:32:30,655 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 07:32:49,388 - yago11k_both - [INFO] - [Evaluating Epoch 279 valid]:
MRR: Tail : 0.41166, Head : 0.23372, Avg : 0.32269
MR: Tail : 567.44, Head : 944.83, Avg : 756.13
Hit-1: Tail : 0.3262, Head : 0.19269, Avg : 0.25945
Hit-3: Tail : 0.45068, Head : 0.23062, Avg : 0.34065
Hit-10: Tail : 0.57752, Head : 0.31273, Avg : 0.44512
2023-06-10 07:32:49,388 - yago11k_both - [INFO] - [Epoch 279]: Training Loss: 0.0011205, Valid MRR: 0.32365,
2023-06-10 07:32:50,320 - yago11k_both - [INFO] - [E:280| 0]: Train Loss:0.0011239, Val MRR:0.32365, yago11k_both
2023-06-10 07:34:26,308 - yago11k_both - [INFO] - [E:280| 100]: Train Loss:0.0011187, Val MRR:0.32365, yago11k_both
2023-06-10 07:35:59,964 - yago11k_both - [INFO] - [E:280| 200]: Train Loss:0.0011196, Val MRR:0.32365, yago11k_both
2023-06-10 07:37:37,088 - yago11k_both - [INFO] - [E:280| 300]: Train Loss:0.0011199, Val MRR:0.32365, yago11k_both
2023-06-10 07:39:09,334 - yago11k_both - [INFO] - [E:280| 400]: Train Loss:0.0011201, Val MRR:0.32365, yago11k_both
2023-06-10 07:40:46,396 - yago11k_both - [INFO] - [E:280| 500]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_both
2023-06-10 07:42:17,944 - yago11k_both - [INFO] - [E:280| 600]: Train Loss:0.00112, Val MRR:0.32365, yago11k_both
2023-06-10 07:42:17,944 - yago11k_both - [INFO] - [Epoch:280]: Training Loss:0.00112
2023-06-10 07:42:18,320 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 07:42:37,240 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 07:42:55,884 - yago11k_both - [INFO] - [Evaluating Epoch 280 valid]:
MRR: Tail : 0.40967, Head : 0.23282, Avg : 0.32124
2023-06-10 07:42:55,884 - yago11k_both - [INFO] - [Epoch 280]: Training Loss: 0.00112, Valid MRR: 0.32365,
2023-06-10 07:42:56,837 - yago11k_both - [INFO] - [E:281| 0]: Train Loss:0.0011276, Val MRR:0.32365, yago11k_both
2023-06-10 07:44:33,951 - yago11k_both - [INFO] - [E:281| 100]: Train Loss:0.0011183, Val MRR:0.32365, yago11k_both
2023-06-10 07:46:05,958 - yago11k_both - [INFO] - [E:281| 200]: Train Loss:0.0011185, Val MRR:0.32365, yago11k_both
2023-06-10 07:47:43,000 - yago11k_both - [INFO] - [E:281| 300]: Train Loss:0.0011193, Val MRR:0.32365, yago11k_both
2023-06-10 07:49:15,089 - yago11k_both - [INFO] - [E:281| 400]: Train Loss:0.0011199, Val MRR:0.32365, yago11k_both
2023-06-10 07:50:52,079 - yago11k_both - [INFO] - [E:281| 500]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_both
2023-06-10 07:52:26,257 - yago11k_both - [INFO] - [E:281| 600]: Train Loss:0.0011201, Val MRR:0.32365, yago11k_both
2023-06-10 07:52:26,257 - yago11k_both - [INFO] - [Epoch:281]: Training Loss:0.00112
2023-06-10 07:52:26,556 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 07:52:42,584 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 07:53:01,042 - yago11k_both - [INFO] - [Evaluating Epoch 281 valid]:
MRR: Tail : 0.40517, Head : 0.23246, Avg : 0.31882
2023-06-10 07:53:01,042 - yago11k_both - [INFO] - [Epoch 281]: Training Loss: 0.0011201, Valid MRR: 0.32365,
2023-06-10 07:53:02,071 - yago11k_both - [INFO] - [E:282| 0]: Train Loss:0.0011626, Val MRR:0.32365, yago11k_both
2023-06-10 07:54:39,160 - yago11k_both - [INFO] - [E:282| 100]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_both
2023-06-10 07:56:12,227 - yago11k_both - [INFO] - [E:282| 200]: Train Loss:0.0011177, Val MRR:0.32365, yago11k_both
2023-06-10 07:57:48,532 - yago11k_both - [INFO] - [E:282| 300]: Train Loss:0.0011186, Val MRR:0.32365, yago11k_both
2023-06-10 07:59:25,070 - yago11k_both - [INFO] - [E:282| 400]: Train Loss:0.0011191, Val MRR:0.32365, yago11k_both
2023-06-10 08:00:57,592 - yago11k_both - [INFO] - [E:282| 500]: Train Loss:0.00112, Val MRR:0.32365, yago11k_both
2023-06-10 08:02:34,132 - yago11k_both - [INFO] - [E:282| 600]: Train Loss:0.00112, Val MRR:0.32365, yago11k_both
2023-06-10 08:02:34,132 - yago11k_both - [INFO] - [Epoch:282]: Training Loss:0.00112
2023-06-10 08:02:34,518 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 08:02:53,401 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 08:03:09,830 - yago11k_both - [INFO] - [Evaluating Epoch 282 valid]:
MRR: Tail : 0.40382, Head : 0.2326, Avg : 0.31821
2023-06-10 08:03:09,831 - yago11k_both - [INFO] - [Epoch 282]: Training Loss: 0.00112, Valid MRR: 0.32365,
2023-06-10 08:03:10,681 - yago11k_both - [INFO] - [E:283| 0]: Train Loss:0.0011041, Val MRR:0.32365, yago11k_both
2023-06-10 08:04:45,237 - yago11k_both - [INFO] - [E:283| 100]: Train Loss:0.001122, Val MRR:0.32365, yago11k_both
2023-06-10 08:06:22,299 - yago11k_both - [INFO] - [E:283| 200]: Train Loss:0.0011207, Val MRR:0.32365, yago11k_both
2023-06-10 08:07:54,466 - yago11k_both - [INFO] - [E:283| 300]: Train Loss:0.00112, Val MRR:0.32365, yago11k_both
2023-06-10 08:09:31,630 - yago11k_both - [INFO] - [E:283| 400]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_both
2023-06-10 08:11:03,899 - yago11k_both - [INFO] - [E:283| 500]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_both
2023-06-10 08:12:40,476 - yago11k_both - [INFO] - [E:283| 600]: Train Loss:0.00112, Val MRR:0.32365, yago11k_both
2023-06-10 08:12:40,476 - yago11k_both - [INFO] - [Epoch:283]: Training Loss:0.00112
2023-06-10 08:12:40,751 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 08:12:59,730 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 08:13:18,385 - yago11k_both - [INFO] - [Evaluating Epoch 283 valid]:
MRR: Tail : 0.40663, Head : 0.2335, Avg : 0.32007
2023-06-10 08:13:18,385 - yago11k_both - [INFO] - [Epoch 283]: Training Loss: 0.00112, Valid MRR: 0.32365,
2023-06-10 08:13:19,371 - yago11k_both - [INFO] - [E:284| 0]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both
2023-06-10 08:14:51,686 - yago11k_both - [INFO] - [E:284| 100]: Train Loss:0.0011187, Val MRR:0.32365, yago11k_both
2023-06-10 08:16:28,915 - yago11k_both - [INFO] - [E:284| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_both
2023-06-10 08:18:01,191 - yago11k_both - [INFO] - [E:284| 300]: Train Loss:0.0011185, Val MRR:0.32365, yago11k_both
2023-06-10 08:19:38,456 - yago11k_both - [INFO] - [E:284| 400]: Train Loss:0.0011186, Val MRR:0.32365, yago11k_both
2023-06-10 08:21:11,979 - yago11k_both - [INFO] - [E:284| 500]: Train Loss:0.0011189, Val MRR:0.32365, yago11k_both
2023-06-10 08:22:46,981 - yago11k_both - [INFO] - [E:284| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k_both
2023-06-10 08:22:46,982 - yago11k_both - [INFO] - [Epoch:284]: Training Loss:0.001119
2023-06-10 08:22:47,363 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 08:23:06,238 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 08:23:25,003 - yago11k_both - [INFO] - [Evaluating Epoch 284 valid]:
MRR: Tail : 0.41157, Head : 0.23216, Avg : 0.32187
2023-06-10 08:23:25,004 - yago11k_both - [INFO] - [Epoch 284]: Training Loss: 0.0011192, Valid MRR: 0.32365,
2023-06-10 08:23:25,929 - yago11k_both - [INFO] - [E:285| 0]: Train Loss:0.0011226, Val MRR:0.32365, yago11k_both
2023-06-10 08:24:58,283 - yago11k_both - [INFO] - [E:285| 100]: Train Loss:0.0011227, Val MRR:0.32365, yago11k_both
2023-06-10 08:26:35,497 - yago11k_both - [INFO] - [E:285| 200]: Train Loss:0.0011211, Val MRR:0.32365, yago11k_both
2023-06-10 08:28:10,646 - yago11k_both - [INFO] - [E:285| 300]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_both
2023-06-10 08:29:44,899 - yago11k_both - [INFO] - [E:285| 400]: Train Loss:0.0011194, Val MRR:0.32365, yago11k_both
2023-06-10 08:31:21,981 - yago11k_both - [INFO] - [E:285| 500]: Train Loss:0.0011194, Val MRR:0.32365, yago11k_both
2023-06-10 08:32:53,548 - yago11k_both - [INFO] - [E:285| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k_both
2023-06-10 08:32:53,549 - yago11k_both - [INFO] - [Epoch:285]: Training Loss:0.001119
2023-06-10 08:32:53,921 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 08:33:12,802 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 08:33:31,429 - yago11k_both - [INFO] - [Evaluating Epoch 285 valid]:
MRR: Tail : 0.40734, Head : 0.233, Avg : 0.32017
2023-06-10 08:33:31,429 - yago11k_both - [INFO] - [Epoch 285]: Training Loss: 0.0011192, Valid MRR: 0.32365,
2023-06-10 08:33:32,473 - yago11k_both - [INFO] - [E:286| 0]: Train Loss:0.0011632, Val MRR:0.32365, yago11k_both
2023-06-10 08:35:09,205 - yago11k_both - [INFO] - [E:286| 100]: Train Loss:0.001118, Val MRR:0.32365, yago11k_both
2023-06-10 08:36:41,842 - yago11k_both - [INFO] - [E:286| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_both
2023-06-10 08:38:19,041 - yago11k_both - [INFO] - [E:286| 300]: Train Loss:0.0011197, Val MRR:0.32365, yago11k_both
2023-06-10 08:39:51,251 - yago11k_both - [INFO] - [E:286| 400]: Train Loss:0.0011198, Val MRR:0.32365, yago11k_both
2023-06-10 08:41:28,458 - yago11k_both - [INFO] - [E:286| 500]: Train Loss:0.0011192, Val MRR:0.32365, yago11k_both
2023-06-10 08:42:59,850 - yago11k_both - [INFO] - [E:286| 600]: Train Loss:0.0011197, Val MRR:0.32365, yago11k_both
2023-06-10 08:42:59,850 - yago11k_both - [INFO] - [Epoch:286]: Training Loss:0.00112
2023-06-10 08:43:00,185 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 08:43:19,182 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 08:43:37,816 - yago11k_both - [INFO] - [Evaluating Epoch 286 valid]:
MRR: Tail : 0.41439, Head : 0.23161, Avg : 0.323
2023-06-10 08:43:37,816 - yago11k_both - [INFO] - [Epoch 286]: Training Loss: 0.0011197, Valid MRR: 0.32365,
2023-06-10 08:43:38,782 - yago11k_both - [INFO] - [E:287| 0]: Train Loss:0.0011281, Val MRR:0.32365, yago11k_both
2023-06-10 08:45:15,870 - yago11k_both - [INFO] - [E:287| 100]: Train Loss:0.0011181, Val MRR:0.32365, yago11k_both
2023-06-10 08:46:48,049 - yago11k_both - [INFO] - [E:287| 200]: Train Loss:0.0011178, Val MRR:0.32365, yago11k_both
2023-06-10 08:48:25,328 - yago11k_both - [INFO] - [E:287| 300]: Train Loss:0.0011179, Val MRR:0.32365, yago11k_both
2023-06-10 08:49:57,486 - yago11k_both - [INFO] - [E:287| 400]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_both
2023-06-10 08:51:34,703 - yago11k_both - [INFO] - [E:287| 500]: Train Loss:0.0011194, Val MRR:0.32365, yago11k_both
2023-06-10 08:53:09,511 - yago11k_both - [INFO] - [E:287| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k_both
2023-06-10 08:53:09,511 - yago11k_both - [INFO] - [Epoch:287]: Training Loss:0.001119
2023-06-10 08:53:09,812 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 08:53:26,011 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 08:53:44,174 - yago11k_both - [INFO] - [Evaluating Epoch 287 valid]:
MRR: Tail : 0.40807, Head : 0.23082, Avg : 0.31945
2023-06-10 08:53:44,175 - yago11k_both - [INFO] - [Epoch 287]: Training Loss: 0.0011192, Valid MRR: 0.32365,
2023-06-10 08:53:45,214 - yago11k_both - [INFO] - [E:288| 0]: Train Loss:0.0011197, Val MRR:0.32365, yago11k_both
2023-06-10 08:55:22,003 - yago11k_both - [INFO] - [E:288| 100]: Train Loss:0.0011188, Val MRR:0.32365, yago11k_both
2023-06-10 08:56:55,494 - yago11k_both - [INFO] - [E:288| 200]: Train Loss:0.0011209, Val MRR:0.32365, yago11k_both
2023-06-10 08:58:31,323 - yago11k_both - [INFO] - [E:288| 300]: Train Loss:0.0011207, Val MRR:0.32365, yago11k_both
2023-06-10 09:00:08,356 - yago11k_both - [INFO] - [E:288| 400]: Train Loss:0.0011202, Val MRR:0.32365, yago11k_both
2023-06-10 09:01:40,649 - yago11k_both - [INFO] - [E:288| 500]: Train Loss:0.0011196, Val MRR:0.32365, yago11k_both
2023-06-10 09:03:17,123 - yago11k_both - [INFO] - [E:288| 600]: Train Loss:0.0011192, Val MRR:0.32365, yago11k_both
2023-06-10 09:03:17,123 - yago11k_both - [INFO] - [Epoch:288]: Training Loss:0.001119
2023-06-10 09:03:17,399 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 09:03:36,384 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 09:03:53,157 - yago11k_both - [INFO] - [Evaluating Epoch 288 valid]:
MRR: Tail : 0.40734, Head : 0.23155, Avg : 0.31945
2023-06-10 09:03:53,157 - yago11k_both - [INFO] - [Epoch 288]: Training Loss: 0.0011192, Valid MRR: 0.32365,
2023-06-10 09:03:54,010 - yago11k_both - [INFO] - [E:289| 0]: Train Loss:0.0011197, Val MRR:0.32365, yago11k_both
2023-06-10 09:05:28,451 - yago11k_both - [INFO] - [E:289| 100]: Train Loss:0.001117, Val MRR:0.32365, yago11k_both
2023-06-10 09:07:05,564 - yago11k_both - [INFO] - [E:289| 200]: Train Loss:0.0011175, Val MRR:0.32365, yago11k_both
2023-06-10 09:08:37,664 - yago11k_both - [INFO] - [E:289| 300]: Train Loss:0.0011183, Val MRR:0.32365, yago11k_both
2023-06-10 09:10:14,837 - yago11k_both - [INFO] - [E:289| 400]: Train Loss:0.0011181, Val MRR:0.32365, yago11k_both
2023-06-10 09:11:46,514 - yago11k_both - [INFO] - [E:289| 500]: Train Loss:0.0011185, Val MRR:0.32365, yago11k_both
2023-06-10 09:13:22,962 - yago11k_both - [INFO] - [E:289| 600]: Train Loss:0.0011187, Val MRR:0.32365, yago11k_both
2023-06-10 09:13:22,962 - yago11k_both - [INFO] - [Epoch:289]: Training Loss:0.001119
2023-06-10 09:13:23,352 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 09:13:42,222 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 09:14:00,850 - yago11k_both - [INFO] - [Evaluating Epoch 289 valid]:
MRR: Tail : 0.4093, Head : 0.23269, Avg : 0.321
MR: Tail : 602.83, Head : 942.62, Avg : 772.73
Hit-1: Tail : 0.32731, Head : 0.19061, Avg : 0.25896
Hit-3: Tail : 0.44457, Head : 0.22992, Avg : 0.33725
Hit-10: Tail : 0.57294, Head : 0.31467, Avg : 0.4438
2023-06-10 09:14:00,850 - yago11k_both - [INFO] - [Epoch 289]: Training Loss: 0.0011187, Valid MRR: 0.32365,
2023-06-10 09:14:01,899 - yago11k_both - [INFO] - [E:290| 0]: Train Loss:0.0011083, Val MRR:0.32365, yago11k_both
2023-06-10 09:15:33,957 - yago11k_both - [INFO] - [E:290| 100]: Train Loss:0.0011179, Val MRR:0.32365, yago11k_both
2023-06-10 09:17:11,096 - yago11k_both - [INFO] - [E:290| 200]: Train Loss:0.001118, Val MRR:0.32365, yago11k_both
2023-06-10 09:18:43,231 - yago11k_both - [INFO] - [E:290| 300]: Train Loss:0.0011182, Val MRR:0.32365, yago11k_both
2023-06-10 09:20:20,400 - yago11k_both - [INFO] - [E:290| 400]: Train Loss:0.0011189, Val MRR:0.32365, yago11k_both
2023-06-10 09:21:54,451 - yago11k_both - [INFO] - [E:290| 500]: Train Loss:0.0011186, Val MRR:0.32365, yago11k_both
2023-06-10 09:23:28,979 - yago11k_both - [INFO] - [E:290| 600]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_both
2023-06-10 09:23:28,979 - yago11k_both - [INFO] - [Epoch:290]: Training Loss:0.001118
2023-06-10 09:23:29,262 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 09:23:48,233 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 09:24:06,863 - yago11k_both - [INFO] - [Evaluating Epoch 290 valid]:
MRR: Tail : 0.40525, Head : 0.23373, Avg : 0.31949
2023-06-10 09:24:06,863 - yago11k_both - [INFO] - [Epoch 290]: Training Loss: 0.0011184, Valid MRR: 0.32365,
2023-06-10 09:24:07,901 - yago11k_both - [INFO] - [E:291| 0]: Train Loss:0.0011285, Val MRR:0.32365, yago11k_both
2023-06-10 09:25:40,085 - yago11k_both - [INFO] - [E:291| 100]: Train Loss:0.0011186, Val MRR:0.32365, yago11k_both
2023-06-10 09:27:17,084 - yago11k_both - [INFO] - [E:291| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_both
2023-06-10 09:28:52,824 - yago11k_both - [INFO] - [E:291| 300]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_both
2023-06-10 09:30:26,381 - yago11k_both - [INFO] - [E:291| 400]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_both
2023-06-10 09:32:03,527 - yago11k_both - [INFO] - [E:291| 500]: Train Loss:0.0011187, Val MRR:0.32365, yago11k_both
2023-06-10 09:33:35,031 - yago11k_both - [INFO] - [E:291| 600]: Train Loss:0.0011186, Val MRR:0.32365, yago11k_both
2023-06-10 09:33:35,032 - yago11k_both - [INFO] - [Epoch:291]: Training Loss:0.001119
2023-06-10 09:33:35,309 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 09:33:54,300 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 09:34:12,937 - yago11k_both - [INFO] - [Evaluating Epoch 291 valid]:
MRR: Tail : 0.40707, Head : 0.23299, Avg : 0.32003
2023-06-10 09:34:12,937 - yago11k_both - [INFO] - [Epoch 291]: Training Loss: 0.0011186, Valid MRR: 0.32365,
2023-06-10 09:34:13,977 - yago11k_both - [INFO] - [E:292| 0]: Train Loss:0.0011208, Val MRR:0.32365, yago11k_both
2023-06-10 09:35:50,979 - yago11k_both - [INFO] - [E:292| 100]: Train Loss:0.001118, Val MRR:0.32365, yago11k_both
2023-06-10 09:37:22,917 - yago11k_both - [INFO] - [E:292| 200]: Train Loss:0.0011182, Val MRR:0.32365, yago11k_both
2023-06-10 09:38:59,950 - yago11k_both - [INFO] - [E:292| 300]: Train Loss:0.0011183, Val MRR:0.32365, yago11k_both
2023-06-10 09:40:31,972 - yago11k_both - [INFO] - [E:292| 400]: Train Loss:0.0011182, Val MRR:0.32365, yago11k_both
2023-06-10 09:42:09,170 - yago11k_both - [INFO] - [E:292| 500]: Train Loss:0.0011187, Val MRR:0.32365, yago11k_both
2023-06-10 09:43:40,546 - yago11k_both - [INFO] - [E:292| 600]: Train Loss:0.0011183, Val MRR:0.32365, yago11k_both
2023-06-10 09:43:40,546 - yago11k_both - [INFO] - [Epoch:292]: Training Loss:0.001118
2023-06-10 09:43:40,887 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 09:43:59,860 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 09:44:18,511 - yago11k_both - [INFO] - [Evaluating Epoch 292 valid]:
MRR: Tail : 0.40597, Head : 0.23299, Avg : 0.31948
2023-06-10 09:44:18,511 - yago11k_both - [INFO] - [Epoch 292]: Training Loss: 0.0011183, Valid MRR: 0.32365,
2023-06-10 09:44:19,436 - yago11k_both - [INFO] - [E:293| 0]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both
2023-06-10 09:45:56,664 - yago11k_both - [INFO] - [E:293| 100]: Train Loss:0.0011189, Val MRR:0.32365, yago11k_both
2023-06-10 09:47:28,722 - yago11k_both - [INFO] - [E:293| 200]: Train Loss:0.001118, Val MRR:0.32365, yago11k_both
2023-06-10 09:49:05,903 - yago11k_both - [INFO] - [E:293| 300]: Train Loss:0.001118, Val MRR:0.32365, yago11k_both
2023-06-10 09:50:38,741 - yago11k_both - [INFO] - [E:293| 400]: Train Loss:0.0011182, Val MRR:0.32365, yago11k_both
2023-06-10 09:52:15,431 - yago11k_both - [INFO] - [E:293| 500]: Train Loss:0.0011182, Val MRR:0.32365, yago11k_both
2023-06-10 09:53:51,179 - yago11k_both - [INFO] - [E:293| 600]: Train Loss:0.0011183, Val MRR:0.32365, yago11k_both
2023-06-10 09:53:51,179 - yago11k_both - [INFO] - [Epoch:293]: Training Loss:0.001118
2023-06-10 09:53:51,477 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 09:54:07,683 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 09:54:24,926 - yago11k_both - [INFO] - [Evaluating Epoch 293 valid]:
MRR: Tail : 0.40967, Head : 0.23281, Avg : 0.32124
2023-06-10 09:54:24,926 - yago11k_both - [INFO] - [Epoch 293]: Training Loss: 0.0011183, Valid MRR: 0.32365,
2023-06-10 09:54:25,905 - yago11k_both - [INFO] - [E:294| 0]: Train Loss:0.0011206, Val MRR:0.32365, yago11k_both
2023-06-10 09:56:03,053 - yago11k_both - [INFO] - [E:294| 100]: Train Loss:0.0011197, Val MRR:0.32365, yago11k_both
2023-06-10 09:57:37,299 - yago11k_both - [INFO] - [E:294| 200]: Train Loss:0.0011193, Val MRR:0.32365, yago11k_both
2023-06-10 09:59:12,261 - yago11k_both - [INFO] - [E:294| 300]: Train Loss:0.0011178, Val MRR:0.32365, yago11k_both
2023-06-10 10:00:49,496 - yago11k_both - [INFO] - [E:294| 400]: Train Loss:0.0011175, Val MRR:0.32365, yago11k_both
2023-06-10 10:02:21,743 - yago11k_both - [INFO] - [E:294| 500]: Train Loss:0.0011176, Val MRR:0.32365, yago11k_both
2023-06-10 10:03:58,051 - yago11k_both - [INFO] - [E:294| 600]: Train Loss:0.001118, Val MRR:0.32365, yago11k_both
2023-06-10 10:03:58,051 - yago11k_both - [INFO] - [Epoch:294]: Training Loss:0.001118
2023-06-10 10:03:58,440 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 10:04:17,305 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 10:04:34,901 - yago11k_both - [INFO] - [Evaluating Epoch 294 valid]:
MRR: Tail : 0.40794, Head : 0.23421, Avg : 0.32108
2023-06-10 10:04:34,901 - yago11k_both - [INFO] - [Epoch 294]: Training Loss: 0.001118, Valid MRR: 0.32365,
2023-06-10 10:04:35,744 - yago11k_both - [INFO] - [E:295| 0]: Train Loss:0.0010951, Val MRR:0.32365, yago11k_both
2023-06-10 10:06:09,144 - yago11k_both - [INFO] - [E:295| 100]: Train Loss:0.0011159, Val MRR:0.32365, yago11k_both
2023-06-10 10:07:46,196 - yago11k_both - [INFO] - [E:295| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both
2023-06-10 10:09:18,234 - yago11k_both - [INFO] - [E:295| 300]: Train Loss:0.0011168, Val MRR:0.32365, yago11k_both
2023-06-10 10:10:55,444 - yago11k_both - [INFO] - [E:295| 400]: Train Loss:0.0011169, Val MRR:0.32365, yago11k_both
2023-06-10 10:12:27,651 - yago11k_both - [INFO] - [E:295| 500]: Train Loss:0.001117, Val MRR:0.32365, yago11k_both
2023-06-10 10:14:04,092 - yago11k_both - [INFO] - [E:295| 600]: Train Loss:0.0011177, Val MRR:0.32365, yago11k_both
2023-06-10 10:14:04,092 - yago11k_both - [INFO] - [Epoch:295]: Training Loss:0.001118
2023-06-10 10:14:04,484 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 10:14:23,348 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 10:14:41,964 - yago11k_both - [INFO] - [Evaluating Epoch 295 valid]:
MRR: Tail : 0.41247, Head : 0.23445, Avg : 0.32346
2023-06-10 10:14:41,964 - yago11k_both - [INFO] - [Epoch 295]: Training Loss: 0.0011177, Valid MRR: 0.32365,
2023-06-10 10:14:43,005 - yago11k_both - [INFO] - [E:296| 0]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_both
2023-06-10 10:16:15,116 - yago11k_both - [INFO] - [E:296| 100]: Train Loss:0.0011176, Val MRR:0.32365, yago11k_both
2023-06-10 10:17:52,188 - yago11k_both - [INFO] - [E:296| 200]: Train Loss:0.0011168, Val MRR:0.32365, yago11k_both
2023-06-10 10:19:23,954 - yago11k_both - [INFO] - [E:296| 300]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_both
2023-06-10 10:21:00,920 - yago11k_both - [INFO] - [E:296| 400]: Train Loss:0.0011176, Val MRR:0.32365, yago11k_both
2023-06-10 10:22:35,906 - yago11k_both - [INFO] - [E:296| 500]: Train Loss:0.0011179, Val MRR:0.32365, yago11k_both
2023-06-10 10:24:09,322 - yago11k_both - [INFO] - [E:296| 600]: Train Loss:0.0011176, Val MRR:0.32365, yago11k_both
2023-06-10 10:24:09,323 - yago11k_both - [INFO] - [Epoch:296]: Training Loss:0.001118
2023-06-10 10:24:09,622 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 10:24:28,615 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 10:24:47,256 - yago11k_both - [INFO] - [Evaluating Epoch 296 valid]:
MRR: Tail : 0.41036, Head : 0.2343, Avg : 0.32233
2023-06-10 10:24:47,256 - yago11k_both - [INFO] - [Epoch 296]: Training Loss: 0.0011176, Valid MRR: 0.32365,
2023-06-10 10:24:48,180 - yago11k_both - [INFO] - [E:297| 0]: Train Loss:0.0011215, Val MRR:0.32365, yago11k_both
2023-06-10 10:26:21,450 - yago11k_both - [INFO] - [E:297| 100]: Train Loss:0.001119, Val MRR:0.32365, yago11k_both
2023-06-10 10:27:57,504 - yago11k_both - [INFO] - [E:297| 200]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_both
2023-06-10 10:29:34,089 - yago11k_both - [INFO] - [E:297| 300]: Train Loss:0.0011185, Val MRR:0.32365, yago11k_both
2023-06-10 10:31:06,508 - yago11k_both - [INFO] - [E:297| 400]: Train Loss:0.0011181, Val MRR:0.32365, yago11k_both
2023-06-10 10:32:43,576 - yago11k_both - [INFO] - [E:297| 500]: Train Loss:0.0011181, Val MRR:0.32365, yago11k_both
2023-06-10 10:34:14,965 - yago11k_both - [INFO] - [E:297| 600]: Train Loss:0.001118, Val MRR:0.32365, yago11k_both
2023-06-10 10:34:14,966 - yago11k_both - [INFO] - [Epoch:297]: Training Loss:0.001118
2023-06-10 10:34:15,345 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 10:34:34,214 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 10:34:52,838 - yago11k_both - [INFO] - [Evaluating Epoch 297 valid]:
MRR: Tail : 0.40825, Head : 0.23418, Avg : 0.32121
2023-06-10 10:34:52,839 - yago11k_both - [INFO] - [Epoch 297]: Training Loss: 0.001118, Valid MRR: 0.32365,
2023-06-10 10:34:53,841 - yago11k_both - [INFO] - [E:298| 0]: Train Loss:0.0010971, Val MRR:0.32365, yago11k_both
2023-06-10 10:36:30,700 - yago11k_both - [INFO] - [E:298| 100]: Train Loss:0.0011164, Val MRR:0.32365, yago11k_both
2023-06-10 10:38:02,770 - yago11k_both - [INFO] - [E:298| 200]: Train Loss:0.001117, Val MRR:0.32365, yago11k_both
2023-06-10 10:39:39,892 - yago11k_both - [INFO] - [E:298| 300]: Train Loss:0.0011168, Val MRR:0.32365, yago11k_both
2023-06-10 10:41:12,055 - yago11k_both - [INFO] - [E:298| 400]: Train Loss:0.0011171, Val MRR:0.32365, yago11k_both
2023-06-10 10:42:49,255 - yago11k_both - [INFO] - [E:298| 500]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_both
2023-06-10 10:44:21,067 - yago11k_both - [INFO] - [E:298| 600]: Train Loss:0.001117, Val MRR:0.32365, yago11k_both
2023-06-10 10:44:21,067 - yago11k_both - [INFO] - [Epoch:298]: Training Loss:0.001117
2023-06-10 10:44:21,365 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 10:44:40,120 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 10:44:58,744 - yago11k_both - [INFO] - [Evaluating Epoch 298 valid]:
MRR: Tail : 0.40893, Head : 0.23246, Avg : 0.3207
2023-06-10 10:44:58,744 - yago11k_both - [INFO] - [Epoch 298]: Training Loss: 0.001117, Valid MRR: 0.32365,
2023-06-10 10:44:59,669 - yago11k_both - [INFO] - [E:299| 0]: Train Loss:0.0010968, Val MRR:0.32365, yago11k_both
2023-06-10 10:46:36,837 - yago11k_both - [INFO] - [E:299| 100]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_both
2023-06-10 10:48:09,014 - yago11k_both - [INFO] - [E:299| 200]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_both
2023-06-10 10:49:46,203 - yago11k_both - [INFO] - [E:299| 300]: Train Loss:0.0011166, Val MRR:0.32365, yago11k_both
2023-06-10 10:51:20,188 - yago11k_both - [INFO] - [E:299| 400]: Train Loss:0.0011167, Val MRR:0.32365, yago11k_both
2023-06-10 10:52:55,582 - yago11k_both - [INFO] - [E:299| 500]: Train Loss:0.0011171, Val MRR:0.32365, yago11k_both
2023-06-10 10:54:32,107 - yago11k_both - [INFO] - [E:299| 600]: Train Loss:0.0011174, Val MRR:0.32365, yago11k_both
2023-06-10 10:54:32,107 - yago11k_both - [INFO] - [Epoch:299]: Training Loss:0.001117
2023-06-10 10:54:32,449 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 10:54:49,048 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 10:55:05,156 - yago11k_both - [INFO] - [Evaluating Epoch 299 valid]:
MRR: Tail : 0.40906, Head : 0.23247, Avg : 0.32076
MR: Tail : 594.74, Head : 969.11, Avg : 781.93
Hit-1: Tail : 0.32495, Head : 0.1913, Avg : 0.25813
Hit-3: Tail : 0.44651, Head : 0.22992, Avg : 0.33822
Hit-10: Tail : 0.58099, Head : 0.31217, Avg : 0.44658
2023-06-10 10:55:05,157 - yago11k_both - [INFO] - [Epoch 299]: Training Loss: 0.0011174, Valid MRR: 0.32365,
2023-06-10 10:55:06,138 - yago11k_both - [INFO] - [E:300| 0]: Train Loss:0.001121, Val MRR:0.32365, yago11k_both
2023-06-10 10:56:43,330 - yago11k_both - [INFO] - [E:300| 100]: Train Loss:0.0011185, Val MRR:0.32365, yago11k_both
2023-06-10 10:58:18,836 - yago11k_both - [INFO] - [E:300| 200]: Train Loss:0.0011184, Val MRR:0.32365, yago11k_both
2023-06-10 10:59:52,863 - yago11k_both - [INFO] - [E:300| 300]: Train Loss:0.0011175, Val MRR:0.32365, yago11k_both
2023-06-10 11:01:29,941 - yago11k_both - [INFO] - [E:300| 400]: Train Loss:0.0011171, Val MRR:0.32365, yago11k_both
2023-06-10 11:03:02,040 - yago11k_both - [INFO] - [E:300| 500]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_both
2023-06-10 11:04:38,401 - yago11k_both - [INFO] - [E:300| 600]: Train Loss:0.0011172, Val MRR:0.32365, yago11k_both
2023-06-10 11:04:38,401 - yago11k_both - [INFO] - [Epoch:300]: Training Loss:0.001117
2023-06-10 11:04:38,790 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 11:04:57,655 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 11:05:16,365 - yago11k_both - [INFO] - [Evaluating Epoch 300 valid]:
MRR: Tail : 0.4078, Head : 0.23395, Avg : 0.32088
2023-06-10 11:05:16,365 - yago11k_both - [INFO] - [Epoch 300]: Training Loss: 0.0011172, Valid MRR: 0.32365,
2023-06-10 11:05:17,301 - yago11k_both - [INFO] - [E:301| 0]: Train Loss:0.0010967, Val MRR:0.32365, yago11k_both
2023-06-10 11:06:49,365 - yago11k_both - [INFO] - [E:301| 100]: Train Loss:0.0011148, Val MRR:0.32365, yago11k_both
2023-06-10 11:08:26,414 - yago11k_both - [INFO] - [E:301| 200]: Train Loss:0.0011151, Val MRR:0.32365, yago11k_both
2023-06-10 11:09:58,667 - yago11k_both - [INFO] - [E:301| 300]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both
2023-06-10 11:11:35,945 - yago11k_both - [INFO] - [E:301| 400]: Train Loss:0.0011166, Val MRR:0.32365, yago11k_both
2023-06-10 11:13:08,026 - yago11k_both - [INFO] - [E:301| 500]: Train Loss:0.001117, Val MRR:0.32365, yago11k_both
2023-06-10 11:14:44,437 - yago11k_both - [INFO] - [E:301| 600]: Train Loss:0.0011169, Val MRR:0.32365, yago11k_both
2023-06-10 11:14:44,437 - yago11k_both - [INFO] - [Epoch:301]: Training Loss:0.001117
2023-06-10 11:14:44,769 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 11:15:03,748 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 11:15:22,415 - yago11k_both - [INFO] - [Evaluating Epoch 301 valid]:
MRR: Tail : 0.40991, Head : 0.23299, Avg : 0.32145
2023-06-10 11:15:22,415 - yago11k_both - [INFO] - [Epoch 301]: Training Loss: 0.0011169, Valid MRR: 0.32365,
2023-06-10 11:15:23,342 - yago11k_both - [INFO] - [E:302| 0]: Train Loss:0.0011186, Val MRR:0.32365, yago11k_both
2023-06-10 11:16:55,426 - yago11k_both - [INFO] - [E:302| 100]: Train Loss:0.0011177, Val MRR:0.32365, yago11k_both
2023-06-10 11:18:32,697 - yago11k_both - [INFO] - [E:302| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both
2023-06-10 11:20:05,086 - yago11k_both - [INFO] - [E:302| 300]: Train Loss:0.0011166, Val MRR:0.32365, yago11k_both
2023-06-10 11:21:41,789 - yago11k_both - [INFO] - [E:302| 400]: Train Loss:0.0011172, Val MRR:0.32365, yago11k_both
2023-06-10 11:23:18,006 - yago11k_both - [INFO] - [E:302| 500]: Train Loss:0.0011167, Val MRR:0.32365, yago11k_both
2023-06-10 11:24:50,704 - yago11k_both - [INFO] - [E:302| 600]: Train Loss:0.0011172, Val MRR:0.32365, yago11k_both
2023-06-10 11:24:50,705 - yago11k_both - [INFO] - [Epoch:302]: Training Loss:0.001117
2023-06-10 11:24:51,096 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 11:25:09,977 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 11:25:28,610 - yago11k_both - [INFO] - [Evaluating Epoch 302 valid]:
MRR: Tail : 0.40947, Head : 0.23149, Avg : 0.32048
2023-06-10 11:25:28,610 - yago11k_both - [INFO] - [Epoch 302]: Training Loss: 0.0011172, Valid MRR: 0.32365,
2023-06-10 11:25:29,650 - yago11k_both - [INFO] - [E:303| 0]: Train Loss:0.0011205, Val MRR:0.32365, yago11k_both
2023-06-10 11:27:03,769 - yago11k_both - [INFO] - [E:303| 100]: Train Loss:0.0011172, Val MRR:0.32365, yago11k_both
2023-06-10 11:28:39,098 - yago11k_both - [INFO] - [E:303| 200]: Train Loss:0.0011159, Val MRR:0.32365, yago11k_both
2023-06-10 11:30:16,180 - yago11k_both - [INFO] - [E:303| 300]: Train Loss:0.001117, Val MRR:0.32365, yago11k_both
2023-06-10 11:31:48,364 - yago11k_both - [INFO] - [E:303| 400]: Train Loss:0.0011167, Val MRR:0.32365, yago11k_both
2023-06-10 11:33:25,629 - yago11k_both - [INFO] - [E:303| 500]: Train Loss:0.0011167, Val MRR:0.32365, yago11k_both
2023-06-10 11:34:57,050 - yago11k_both - [INFO] - [E:303| 600]: Train Loss:0.0011169, Val MRR:0.32365, yago11k_both
2023-06-10 11:34:57,051 - yago11k_both - [INFO] - [Epoch:303]: Training Loss:0.001117
2023-06-10 11:34:57,367 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 11:35:16,228 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 11:35:34,912 - yago11k_both - [INFO] - [Evaluating Epoch 303 valid]:
MRR: Tail : 0.41116, Head : 0.23309, Avg : 0.32213
2023-06-10 11:35:34,912 - yago11k_both - [INFO] - [Epoch 303]: Training Loss: 0.0011169, Valid MRR: 0.32365,
2023-06-10 11:35:35,897 - yago11k_both - [INFO] - [E:304| 0]: Train Loss:0.0011197, Val MRR:0.32365, yago11k_both
2023-06-10 11:37:13,093 - yago11k_both - [INFO] - [E:304| 100]: Train Loss:0.0011173, Val MRR:0.32365, yago11k_both
2023-06-10 11:38:45,244 - yago11k_both - [INFO] - [E:304| 200]: Train Loss:0.0011175, Val MRR:0.32365, yago11k_both
2023-06-10 11:40:22,328 - yago11k_both - [INFO] - [E:304| 300]: Train Loss:0.0011169, Val MRR:0.32365, yago11k_both
2023-06-10 11:41:54,475 - yago11k_both - [INFO] - [E:304| 400]: Train Loss:0.0011164, Val MRR:0.32365, yago11k_both
2023-06-10 11:43:31,659 - yago11k_both - [INFO] - [E:304| 500]: Train Loss:0.0011166, Val MRR:0.32365, yago11k_both
2023-06-10 11:45:04,270 - yago11k_both - [INFO] - [E:304| 600]: Train Loss:0.0011163, Val MRR:0.32365, yago11k_both
2023-06-10 11:45:04,270 - yago11k_both - [INFO] - [Epoch:304]: Training Loss:0.001116
2023-06-10 11:45:04,570 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 11:45:22,578 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 11:45:41,207 - yago11k_both - [INFO] - [Evaluating Epoch 304 valid]:
MRR: Tail : 0.41044, Head : 0.23417, Avg : 0.32231
2023-06-10 11:45:41,207 - yago11k_both - [INFO] - [Epoch 304]: Training Loss: 0.0011163, Valid MRR: 0.32365,
2023-06-10 11:45:42,244 - yago11k_both - [INFO] - [E:305| 0]: Train Loss:0.0010869, Val MRR:0.32365, yago11k_both
2023-06-10 11:47:19,491 - yago11k_both - [INFO] - [E:305| 100]: Train Loss:0.0011127, Val MRR:0.32365, yago11k_both
2023-06-10 11:48:51,692 - yago11k_both - [INFO] - [E:305| 200]: Train Loss:0.001114, Val MRR:0.32365, yago11k_both
2023-06-10 11:50:28,792 - yago11k_both - [INFO] - [E:305| 300]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_both
2023-06-10 11:52:03,654 - yago11k_both - [INFO] - [E:305| 400]: Train Loss:0.0011159, Val MRR:0.32365, yago11k_both
2023-06-10 11:53:38,123 - yago11k_both - [INFO] - [E:305| 500]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_both
2023-06-10 11:55:14,553 - yago11k_both - [INFO] - [E:305| 600]: Train Loss:0.0011163, Val MRR:0.32365, yago11k_both
2023-06-10 11:55:14,553 - yago11k_both - [INFO] - [Epoch:305]: Training Loss:0.001116
2023-06-10 11:55:14,888 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 11:55:32,429 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 11:55:48,450 - yago11k_both - [INFO] - [Evaluating Epoch 305 valid]:
MRR: Tail : 0.41041, Head : 0.23359, Avg : 0.322
2023-06-10 11:55:48,450 - yago11k_both - [INFO] - [Epoch 305]: Training Loss: 0.0011163, Valid MRR: 0.32365,
2023-06-10 11:55:49,300 - yago11k_both - [INFO] - [E:306| 0]: Train Loss:0.0011121, Val MRR:0.32365, yago11k_both
2023-06-10 11:57:25,784 - yago11k_both - [INFO] - [E:306| 100]: Train Loss:0.0011155, Val MRR:0.32365, yago11k_both
2023-06-10 11:59:02,140 - yago11k_both - [INFO] - [E:306| 200]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_both
2023-06-10 12:00:34,791 - yago11k_both - [INFO] - [E:306| 300]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_both
2023-06-10 12:02:11,941 - yago11k_both - [INFO] - [E:306| 400]: Train Loss:0.0011165, Val MRR:0.32365, yago11k_both
2023-06-10 12:03:43,908 - yago11k_both - [INFO] - [E:306| 500]: Train Loss:0.0011166, Val MRR:0.32365, yago11k_both
2023-06-10 12:05:20,397 - yago11k_both - [INFO] - [E:306| 600]: Train Loss:0.0011163, Val MRR:0.32365, yago11k_both
2023-06-10 12:05:20,397 - yago11k_both - [INFO] - [Epoch:306]: Training Loss:0.001116
2023-06-10 12:05:20,679 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 12:05:39,678 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 12:05:58,333 - yago11k_both - [INFO] - [Evaluating Epoch 306 valid]:
MRR: Tail : 0.40855, Head : 0.23352, Avg : 0.32103
2023-06-10 12:05:58,334 - yago11k_both - [INFO] - [Epoch 306]: Training Loss: 0.0011163, Valid MRR: 0.32365,
2023-06-10 12:05:59,388 - yago11k_both - [INFO] - [E:307| 0]: Train Loss:0.0011195, Val MRR:0.32365, yago11k_both
2023-06-10 12:07:31,500 - yago11k_both - [INFO] - [E:307| 100]: Train Loss:0.001114, Val MRR:0.32365, yago11k_both
2023-06-10 12:09:08,562 - yago11k_both - [INFO] - [E:307| 200]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_both
2023-06-10 12:10:40,665 - yago11k_both - [INFO] - [E:307| 300]: Train Loss:0.0011149, Val MRR:0.32365, yago11k_both
2023-06-10 12:12:17,826 - yago11k_both - [INFO] - [E:307| 400]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_both
2023-06-10 12:13:49,922 - yago11k_both - [INFO] - [E:307| 500]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_both
2023-06-10 12:15:26,433 - yago11k_both - [INFO] - [E:307| 600]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_both
2023-06-10 12:15:26,433 - yago11k_both - [INFO] - [Epoch:307]: Training Loss:0.001116
2023-06-10 12:15:26,822 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 12:15:45,679 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 12:16:04,313 - yago11k_both - [INFO] - [Evaluating Epoch 307 valid]:
MRR: Tail : 0.41022, Head : 0.23268, Avg : 0.32145
2023-06-10 12:16:04,313 - yago11k_both - [INFO] - [Epoch 307]: Training Loss: 0.0011158, Valid MRR: 0.32365,
2023-06-10 12:16:05,354 - yago11k_both - [INFO] - [E:308| 0]: Train Loss:0.0011109, Val MRR:0.32365, yago11k_both
2023-06-10 12:17:37,539 - yago11k_both - [INFO] - [E:308| 100]: Train Loss:0.0011143, Val MRR:0.32365, yago11k_both
2023-06-10 12:19:14,646 - yago11k_both - [INFO] - [E:308| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both
2023-06-10 12:20:48,434 - yago11k_both - [INFO] - [E:308| 300]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_both
2023-06-10 12:22:24,073 - yago11k_both - [INFO] - [E:308| 400]: Train Loss:0.0011162, Val MRR:0.32365, yago11k_both
2023-06-10 12:24:01,294 - yago11k_both - [INFO] - [E:308| 500]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both
2023-06-10 12:25:32,820 - yago11k_both - [INFO] - [E:308| 600]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_both
2023-06-10 12:25:32,820 - yago11k_both - [INFO] - [Epoch:308]: Training Loss:0.001116
2023-06-10 12:25:33,143 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 12:25:52,104 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 12:26:10,731 - yago11k_both - [INFO] - [Evaluating Epoch 308 valid]:
MRR: Tail : 0.41126, Head : 0.23335, Avg : 0.3223
2023-06-10 12:26:10,731 - yago11k_both - [INFO] - [Epoch 308]: Training Loss: 0.0011158, Valid MRR: 0.32365,
2023-06-10 12:26:11,767 - yago11k_both - [INFO] - [E:309| 0]: Train Loss:0.0011241, Val MRR:0.32365, yago11k_both
2023-06-10 12:27:47,075 - yago11k_both - [INFO] - [E:309| 100]: Train Loss:0.0011141, Val MRR:0.32365, yago11k_both
2023-06-10 12:29:21,113 - yago11k_both - [INFO] - [E:309| 200]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_both
2023-06-10 12:30:58,177 - yago11k_both - [INFO] - [E:309| 300]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_both
2023-06-10 12:32:30,326 - yago11k_both - [INFO] - [E:309| 400]: Train Loss:0.0011151, Val MRR:0.32365, yago11k_both
2023-06-10 12:34:07,388 - yago11k_both - [INFO] - [E:309| 500]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_both
2023-06-10 12:35:39,032 - yago11k_both - [INFO] - [E:309| 600]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_both
2023-06-10 12:35:39,033 - yago11k_both - [INFO] - [Epoch:309]: Training Loss:0.001116
2023-06-10 12:35:39,416 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 12:35:58,286 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 12:36:16,970 - yago11k_both - [INFO] - [Evaluating Epoch 309 valid]:
MRR: Tail : 0.41148, Head : 0.23144, Avg : 0.32146
MR: Tail : 606.41, Head : 981.81, Avg : 794.11
Hit-1: Tail : 0.32704, Head : 0.19019, Avg : 0.25861
Hit-3: Tail : 0.44776, Head : 0.22867, Avg : 0.33822
Hit-10: Tail : 0.57669, Head : 0.30911, Avg : 0.4429
2023-06-10 12:36:16,970 - yago11k_both - [INFO] - [Epoch 309]: Training Loss: 0.0011158, Valid MRR: 0.32365,
2023-06-10 12:36:17,958 - yago11k_both - [INFO] - [E:310| 0]: Train Loss:0.0011084, Val MRR:0.32365, yago11k_both
2023-06-10 12:37:55,133 - yago11k_both - [INFO] - [E:310| 100]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_both
2023-06-10 12:39:27,239 - yago11k_both - [INFO] - [E:310| 200]: Train Loss:0.0011147, Val MRR:0.32365, yago11k_both
2023-06-10 12:41:04,270 - yago11k_both - [INFO] - [E:310| 300]: Train Loss:0.0011149, Val MRR:0.32365, yago11k_both
2023-06-10 12:42:36,365 - yago11k_both - [INFO] - [E:310| 400]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_both
2023-06-10 12:44:13,499 - yago11k_both - [INFO] - [E:310| 500]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_both
2023-06-10 12:45:47,174 - yago11k_both - [INFO] - [E:310| 600]: Train Loss:0.0011155, Val MRR:0.32365, yago11k_both
2023-06-10 12:45:47,174 - yago11k_both - [INFO] - [Epoch:310]: Training Loss:0.001116
2023-06-10 12:45:47,472 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 12:46:04,291 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 12:46:22,916 - yago11k_both - [INFO] - [Evaluating Epoch 310 valid]:
MRR: Tail : 0.41007, Head : 0.23349, Avg : 0.32178
2023-06-10 12:46:22,917 - yago11k_both - [INFO] - [Epoch 310]: Training Loss: 0.0011155, Valid MRR: 0.32365,
2023-06-10 12:46:23,945 - yago11k_both - [INFO] - [E:311| 0]: Train Loss:0.0011056, Val MRR:0.32365, yago11k_both
2023-06-10 12:48:00,949 - yago11k_both - [INFO] - [E:311| 100]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_both
2023-06-10 12:49:33,380 - yago11k_both - [INFO] - [E:311| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both
2023-06-10 12:51:10,404 - yago11k_both - [INFO] - [E:311| 300]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_both
2023-06-10 12:52:46,272 - yago11k_both - [INFO] - [E:311| 400]: Train Loss:0.001116, Val MRR:0.32365, yago11k_both
2023-06-10 12:54:19,613 - yago11k_both - [INFO] - [E:311| 500]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_both
2023-06-10 12:55:56,120 - yago11k_both - [INFO] - [E:311| 600]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_both
2023-06-10 12:55:56,120 - yago11k_both - [INFO] - [Epoch:311]: Training Loss:0.001116
2023-06-10 12:55:56,507 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 12:56:15,161 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 12:56:31,158 - yago11k_both - [INFO] - [Evaluating Epoch 311 valid]:
MRR: Tail : 0.40918, Head : 0.23371, Avg : 0.32144
2023-06-10 12:56:31,158 - yago11k_both - [INFO] - [Epoch 311]: Training Loss: 0.0011157, Valid MRR: 0.32365,
2023-06-10 12:56:32,003 - yago11k_both - [INFO] - [E:312| 0]: Train Loss:0.0011103, Val MRR:0.32365, yago11k_both
2023-06-10 12:58:07,252 - yago11k_both - [INFO] - [E:312| 100]: Train Loss:0.0011162, Val MRR:0.32365, yago11k_both
2023-06-10 12:59:44,391 - yago11k_both - [INFO] - [E:312| 200]: Train Loss:0.0011164, Val MRR:0.32365, yago11k_both
2023-06-10 13:01:16,576 - yago11k_both - [INFO] - [E:312| 300]: Train Loss:0.001116, Val MRR:0.32365, yago11k_both
2023-06-10 13:02:53,754 - yago11k_both - [INFO] - [E:312| 400]: Train Loss:0.001116, Val MRR:0.32365, yago11k_both
2023-06-10 13:04:25,967 - yago11k_both - [INFO] - [E:312| 500]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both
2023-06-10 13:06:02,561 - yago11k_both - [INFO] - [E:312| 600]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_both
2023-06-10 13:06:02,561 - yago11k_both - [INFO] - [Epoch:312]: Training Loss:0.001116
2023-06-10 13:06:02,856 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 13:06:21,867 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 13:06:40,500 - yago11k_both - [INFO] - [Evaluating Epoch 312 valid]:
MRR: Tail : 0.41165, Head : 0.2318, Avg : 0.32172
2023-06-10 13:06:40,500 - yago11k_both - [INFO] - [Epoch 312]: Training Loss: 0.0011157, Valid MRR: 0.32365,
2023-06-10 13:06:41,426 - yago11k_both - [INFO] - [E:313| 0]: Train Loss:0.0011063, Val MRR:0.32365, yago11k_both
2023-06-10 13:08:13,583 - yago11k_both - [INFO] - [E:313| 100]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_both
2023-06-10 13:09:50,546 - yago11k_both - [INFO] - [E:313| 200]: Train Loss:0.001116, Val MRR:0.32365, yago11k_both
2023-06-10 13:11:22,675 - yago11k_both - [INFO] - [E:313| 300]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_both
2023-06-10 13:12:59,816 - yago11k_both - [INFO] - [E:313| 400]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_both
2023-06-10 13:14:32,680 - yago11k_both - [INFO] - [E:313| 500]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_both
2023-06-10 13:16:08,611 - yago11k_both - [INFO] - [E:313| 600]: Train Loss:0.0011156, Val MRR:0.32365, yago11k_both
2023-06-10 13:16:08,611 - yago11k_both - [INFO] - [Epoch:313]: Training Loss:0.001116
2023-06-10 13:16:08,998 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 13:16:27,867 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 13:16:46,536 - yago11k_both - [INFO] - [Evaluating Epoch 313 valid]:
MRR: Tail : 0.41262, Head : 0.23407, Avg : 0.32334
2023-06-10 13:16:46,537 - yago11k_both - [INFO] - [Epoch 313]: Training Loss: 0.0011156, Valid MRR: 0.32365,
2023-06-10 13:16:47,536 - yago11k_both - [INFO] - [E:314| 0]: Train Loss:0.0011078, Val MRR:0.32365, yago11k_both
2023-06-10 13:18:19,833 - yago11k_both - [INFO] - [E:314| 100]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_both
2023-06-10 13:19:56,827 - yago11k_both - [INFO] - [E:314| 200]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both
2023-06-10 13:21:31,274 - yago11k_both - [INFO] - [E:314| 300]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both
2023-06-10 13:23:05,925 - yago11k_both - [INFO] - [E:314| 400]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_both
2023-06-10 13:24:43,034 - yago11k_both - [INFO] - [E:314| 500]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_both
2023-06-10 13:26:14,750 - yago11k_both - [INFO] - [E:314| 600]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_both
2023-06-10 13:26:14,750 - yago11k_both - [INFO] - [Epoch:314]: Training Loss:0.001115
2023-06-10 13:26:15,141 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 13:26:34,146 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 13:26:52,786 - yago11k_both - [INFO] - [Evaluating Epoch 314 valid]:
MRR: Tail : 0.41153, Head : 0.23455, Avg : 0.32304
2023-06-10 13:26:52,787 - yago11k_both - [INFO] - [Epoch 314]: Training Loss: 0.0011154, Valid MRR: 0.32365,
2023-06-10 13:26:53,716 - yago11k_both - [INFO] - [E:315| 0]: Train Loss:0.0011061, Val MRR:0.32365, yago11k_both
2023-06-10 13:28:29,809 - yago11k_both - [INFO] - [E:315| 100]: Train Loss:0.0011141, Val MRR:0.32365, yago11k_both
2023-06-10 13:30:02,230 - yago11k_both - [INFO] - [E:315| 200]: Train Loss:0.0011159, Val MRR:0.32365, yago11k_both
2023-06-10 13:31:39,362 - yago11k_both - [INFO] - [E:315| 300]: Train Loss:0.001116, Val MRR:0.32365, yago11k_both
2023-06-10 13:33:11,044 - yago11k_both - [INFO] - [E:315| 400]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_both
2023-06-10 13:34:48,503 - yago11k_both - [INFO] - [E:315| 500]: Train Loss:0.001115, Val MRR:0.32365, yago11k_both
2023-06-10 13:36:19,482 - yago11k_both - [INFO] - [E:315| 600]: Train Loss:0.0011148, Val MRR:0.32365, yago11k_both
2023-06-10 13:36:19,482 - yago11k_both - [INFO] - [Epoch:315]: Training Loss:0.001115
2023-06-10 13:36:19,811 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 13:36:38,766 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 13:36:57,465 - yago11k_both - [INFO] - [Evaluating Epoch 315 valid]:
MRR: Tail : 0.41078, Head : 0.23266, Avg : 0.32172
2023-06-10 13:36:57,466 - yago11k_both - [INFO] - [Epoch 315]: Training Loss: 0.0011148, Valid MRR: 0.32365,
2023-06-10 13:36:58,400 - yago11k_both - [INFO] - [E:316| 0]: Train Loss:0.0011057, Val MRR:0.32365, yago11k_both
2023-06-10 13:38:35,407 - yago11k_both - [INFO] - [E:316| 100]: Train Loss:0.0011154, Val MRR:0.32365, yago11k_both
2023-06-10 13:40:07,533 - yago11k_both - [INFO] - [E:316| 200]: Train Loss:0.0011158, Val MRR:0.32365, yago11k_both
2023-06-10 13:41:44,666 - yago11k_both - [INFO] - [E:316| 300]: Train Loss:0.0011157, Val MRR:0.32365, yago11k_both
2023-06-10 13:43:16,938 - yago11k_both - [INFO] - [E:316| 400]: Train Loss:0.0011152, Val MRR:0.32365, yago11k_both
2023-06-10 13:44:53,975 - yago11k_both - [INFO] - [E:316| 500]: Train Loss:0.0011151, Val MRR:0.32365, yago11k_both
2023-06-10 13:46:29,058 - yago11k_both - [INFO] - [E:316| 600]: Train Loss:0.001115, Val MRR:0.32365, yago11k_both
2023-06-10 13:46:29,059 - yago11k_both - [INFO] - [Epoch:316]: Training Loss:0.001115
2023-06-10 13:46:29,358 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 13:46:45,608 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 13:47:02,754 - yago11k_both - [INFO] - [Evaluating Epoch 316 valid]:
MRR: Tail : 0.41337, Head : 0.23383, Avg : 0.3236
2023-06-10 13:47:02,755 - yago11k_both - [INFO] - [Epoch 316]: Training Loss: 0.001115, Valid MRR: 0.32365,
2023-06-10 13:47:03,687 - yago11k_both - [INFO] - [E:317| 0]: Train Loss:0.0010979, Val MRR:0.32365, yago11k_both
2023-06-10 13:48:40,891 - yago11k_both - [INFO] - [E:317| 100]: Train Loss:0.0011131, Val MRR:0.32365, yago11k_both
2023-06-10 13:50:14,979 - yago11k_both - [INFO] - [E:317| 200]: Train Loss:0.0011128, Val MRR:0.32365, yago11k_both
2023-06-10 13:51:49,663 - yago11k_both - [INFO] - [E:317| 300]: Train Loss:0.001113, Val MRR:0.32365, yago11k_both
2023-06-10 13:53:26,862 - yago11k_both - [INFO] - [E:317| 400]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_both
2023-06-10 13:54:59,022 - yago11k_both - [INFO] - [E:317| 500]: Train Loss:0.0011142, Val MRR:0.32365, yago11k_both
2023-06-10 13:56:35,461 - yago11k_both - [INFO] - [E:317| 600]: Train Loss:0.0011147, Val MRR:0.32365, yago11k_both
2023-06-10 13:56:35,461 - yago11k_both - [INFO] - [Epoch:317]: Training Loss:0.001115
2023-06-10 13:56:35,850 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 13:56:54,735 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 13:57:12,418 - yago11k_both - [INFO] - [Evaluating Epoch 317 valid]:
MRR: Tail : 0.41041, Head : 0.23254, Avg : 0.32148
2023-06-10 13:57:12,418 - yago11k_both - [INFO] - [Epoch 317]: Training Loss: 0.0011147, Valid MRR: 0.32365,
2023-06-10 13:57:13,266 - yago11k_both - [INFO] - [E:318| 0]: Train Loss:0.0011056, Val MRR:0.32365, yago11k_both
2023-06-10 13:58:46,717 - yago11k_both - [INFO] - [E:318| 100]: Train Loss:0.001113, Val MRR:0.32365, yago11k_both
2023-06-10 14:00:23,998 - yago11k_both - [INFO] - [E:318| 200]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both
2023-06-10 14:01:56,315 - yago11k_both - [INFO] - [E:318| 300]: Train Loss:0.0011141, Val MRR:0.32365, yago11k_both
2023-06-10 14:03:33,477 - yago11k_both - [INFO] - [E:318| 400]: Train Loss:0.0011147, Val MRR:0.32365, yago11k_both
2023-06-10 14:05:05,159 - yago11k_both - [INFO] - [E:318| 500]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_both
2023-06-10 14:06:41,823 - yago11k_both - [INFO] - [E:318| 600]: Train Loss:0.0011153, Val MRR:0.32365, yago11k_both
2023-06-10 14:06:41,823 - yago11k_both - [INFO] - [Epoch:318]: Training Loss:0.001115
2023-06-10 14:06:42,160 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 14:07:01,149 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 14:07:19,804 - yago11k_both - [INFO] - [Evaluating Epoch 318 valid]:
MRR: Tail : 0.413, Head : 0.23386, Avg : 0.32343
2023-06-10 14:07:19,805 - yago11k_both - [INFO] - [Epoch 318]: Training Loss: 0.0011153, Valid MRR: 0.32365,
2023-06-10 14:07:20,739 - yago11k_both - [INFO] - [E:319| 0]: Train Loss:0.0011103, Val MRR:0.32365, yago11k_both
2023-06-10 14:08:52,360 - yago11k_both - [INFO] - [E:319| 100]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both
2023-06-10 14:10:29,464 - yago11k_both - [INFO] - [E:319| 200]: Train Loss:0.001114, Val MRR:0.32365, yago11k_both
2023-06-10 14:12:01,765 - yago11k_both - [INFO] - [E:319| 300]: Train Loss:0.0011143, Val MRR:0.32365, yago11k_both
2023-06-10 14:13:39,018 - yago11k_both - [INFO] - [E:319| 400]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_both
2023-06-10 14:15:14,101 - yago11k_both - [INFO] - [E:319| 500]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_both
2023-06-10 14:16:47,738 - yago11k_both - [INFO] - [E:319| 600]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_both
2023-06-10 14:16:47,738 - yago11k_both - [INFO] - [Epoch:319]: Training Loss:0.001114
2023-06-10 14:16:48,034 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 14:17:06,986 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 14:17:25,639 - yago11k_both - [INFO] - [Evaluating Epoch 319 valid]:
MRR: Tail : 0.41228, Head : 0.23337, Avg : 0.32283
MR: Tail : 635.77, Head : 987.77, Avg : 811.77
Hit-1: Tail : 0.32856, Head : 0.19047, Avg : 0.25952
Hit-3: Tail : 0.44832, Head : 0.23173, Avg : 0.34003
Hit-10: Tail : 0.57697, Head : 0.31495, Avg : 0.44596
2023-06-10 14:17:25,639 - yago11k_both - [INFO] - [Epoch 319]: Training Loss: 0.0011144, Valid MRR: 0.32365,
2023-06-10 14:17:26,668 - yago11k_both - [INFO] - [E:320| 0]: Train Loss:0.0011021, Val MRR:0.32365, yago11k_both
2023-06-10 14:18:59,642 - yago11k_both - [INFO] - [E:320| 100]: Train Loss:0.0011145, Val MRR:0.32365, yago11k_both
2023-06-10 14:20:35,822 - yago11k_both - [INFO] - [E:320| 200]: Train Loss:0.0011151, Val MRR:0.32365, yago11k_both
2023-06-10 14:22:12,583 - yago11k_both - [INFO] - [E:320| 300]: Train Loss:0.0011151, Val MRR:0.32365, yago11k_both
2023-06-10 14:23:45,182 - yago11k_both - [INFO] - [E:320| 400]: Train Loss:0.0011149, Val MRR:0.32365, yago11k_both
2023-06-10 14:25:22,387 - yago11k_both - [INFO] - [E:320| 500]: Train Loss:0.0011145, Val MRR:0.32365, yago11k_both
2023-06-10 14:26:53,925 - yago11k_both - [INFO] - [E:320| 600]: Train Loss:0.0011149, Val MRR:0.32365, yago11k_both
2023-06-10 14:26:53,925 - yago11k_both - [INFO] - [Epoch:320]: Training Loss:0.001115
2023-06-10 14:26:54,200 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 14:27:13,186 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 14:27:31,818 - yago11k_both - [INFO] - [Evaluating Epoch 320 valid]:
MRR: Tail : 0.40973, Head : 0.23273, Avg : 0.32123
2023-06-10 14:27:31,818 - yago11k_both - [INFO] - [Epoch 320]: Training Loss: 0.0011149, Valid MRR: 0.32365,
2023-06-10 14:27:32,856 - yago11k_both - [INFO] - [E:321| 0]: Train Loss:0.0011041, Val MRR:0.32365, yago11k_both
2023-06-10 14:29:09,876 - yago11k_both - [INFO] - [E:321| 100]: Train Loss:0.0011128, Val MRR:0.32365, yago11k_both
2023-06-10 14:30:42,137 - yago11k_both - [INFO] - [E:321| 200]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_both
2023-06-10 14:32:19,278 - yago11k_both - [INFO] - [E:321| 300]: Train Loss:0.001114, Val MRR:0.32365, yago11k_both
2023-06-10 14:33:51,385 - yago11k_both - [INFO] - [E:321| 400]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_both
2023-06-10 14:35:28,494 - yago11k_both - [INFO] - [E:321| 500]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_both
2023-06-10 14:36:59,836 - yago11k_both - [INFO] - [E:321| 600]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_both
2023-06-10 14:36:59,836 - yago11k_both - [INFO] - [Epoch:321]: Training Loss:0.001114
2023-06-10 14:37:00,111 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 14:37:19,108 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 14:37:37,754 - yago11k_both - [INFO] - [Evaluating Epoch 321 valid]:
MRR: Tail : 0.40885, Head : 0.23414, Avg : 0.32149
2023-06-10 14:37:37,754 - yago11k_both - [INFO] - [Epoch 321]: Training Loss: 0.0011144, Valid MRR: 0.32365,
2023-06-10 14:37:38,691 - yago11k_both - [INFO] - [E:322| 0]: Train Loss:0.001111, Val MRR:0.32365, yago11k_both
2023-06-10 14:39:15,861 - yago11k_both - [INFO] - [E:322| 100]: Train Loss:0.0011161, Val MRR:0.32365, yago11k_both
2023-06-10 14:40:47,957 - yago11k_both - [INFO] - [E:322| 200]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both
2023-06-10 14:42:25,108 - yago11k_both - [INFO] - [E:322| 300]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both
2023-06-10 14:43:58,786 - yago11k_both - [INFO] - [E:322| 400]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_both
2023-06-10 14:45:34,302 - yago11k_both - [INFO] - [E:322| 500]: Train Loss:0.0011142, Val MRR:0.32365, yago11k_both
2023-06-10 14:47:10,608 - yago11k_both - [INFO] - [E:322| 600]: Train Loss:0.0011145, Val MRR:0.32365, yago11k_both
2023-06-10 14:47:10,608 - yago11k_both - [INFO] - [Epoch:322]: Training Loss:0.001114
2023-06-10 14:47:10,953 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 14:47:27,467 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 14:47:43,599 - yago11k_both - [INFO] - [Evaluating Epoch 322 valid]:
MRR: Tail : 0.40888, Head : 0.23247, Avg : 0.32067
2023-06-10 14:47:43,599 - yago11k_both - [INFO] - [Epoch 322]: Training Loss: 0.0011145, Valid MRR: 0.32365,
2023-06-10 14:47:44,648 - yago11k_both - [INFO] - [E:323| 0]: Train Loss:0.0011363, Val MRR:0.32365, yago11k_both
2023-06-10 14:49:21,646 - yago11k_both - [INFO] - [E:323| 100]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both
2023-06-10 14:50:57,162 - yago11k_both - [INFO] - [E:323| 200]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_both
2023-06-10 14:52:30,936 - yago11k_both - [INFO] - [E:323| 300]: Train Loss:0.0011143, Val MRR:0.32365, yago11k_both
2023-06-10 14:54:08,120 - yago11k_both - [INFO] - [E:323| 400]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_both
2023-06-10 14:55:40,149 - yago11k_both - [INFO] - [E:323| 500]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_both
2023-06-10 14:57:16,548 - yago11k_both - [INFO] - [E:323| 600]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_both
2023-06-10 14:57:16,548 - yago11k_both - [INFO] - [Epoch:323]: Training Loss:0.001114
2023-06-10 14:57:16,854 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 14:57:35,838 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 14:57:54,505 - yago11k_both - [INFO] - [Evaluating Epoch 323 valid]:
MRR: Tail : 0.40911, Head : 0.23274, Avg : 0.32093
2023-06-10 14:57:54,505 - yago11k_both - [INFO] - [Epoch 323]: Training Loss: 0.0011144, Valid MRR: 0.32365,
2023-06-10 14:57:55,544 - yago11k_both - [INFO] - [E:324| 0]: Train Loss:0.0011072, Val MRR:0.32365, yago11k_both
2023-06-10 14:59:27,849 - yago11k_both - [INFO] - [E:324| 100]: Train Loss:0.0011156, Val MRR:0.32365, yago11k_both
2023-06-10 15:01:05,096 - yago11k_both - [INFO] - [E:324| 200]: Train Loss:0.0011144, Val MRR:0.32365, yago11k_both
2023-06-10 15:02:37,090 - yago11k_both - [INFO] - [E:324| 300]: Train Loss:0.0011145, Val MRR:0.32365, yago11k_both
2023-06-10 15:04:14,250 - yago11k_both - [INFO] - [E:324| 400]: Train Loss:0.0011141, Val MRR:0.32365, yago11k_both
2023-06-10 15:05:46,554 - yago11k_both - [INFO] - [E:324| 500]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both
2023-06-10 15:07:23,147 - yago11k_both - [INFO] - [E:324| 600]: Train Loss:0.001114, Val MRR:0.32365, yago11k_both
2023-06-10 15:07:23,147 - yago11k_both - [INFO] - [Epoch:324]: Training Loss:0.001114
2023-06-10 15:07:23,515 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 15:07:42,404 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 15:08:01,177 - yago11k_both - [INFO] - [Evaluating Epoch 324 valid]:
MRR: Tail : 0.40855, Head : 0.2335, Avg : 0.32102
2023-06-10 15:08:01,178 - yago11k_both - [INFO] - [Epoch 324]: Training Loss: 0.001114, Valid MRR: 0.32365,
2023-06-10 15:08:02,102 - yago11k_both - [INFO] - [E:325| 0]: Train Loss:0.0010929, Val MRR:0.32365, yago11k_both
2023-06-10 15:09:34,265 - yago11k_both - [INFO] - [E:325| 100]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_both
2023-06-10 15:11:11,587 - yago11k_both - [INFO] - [E:325| 200]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_both
2023-06-10 15:12:44,194 - yago11k_both - [INFO] - [E:325| 300]: Train Loss:0.0011141, Val MRR:0.32365, yago11k_both
2023-06-10 15:14:21,155 - yago11k_both - [INFO] - [E:325| 400]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_both
2023-06-10 15:15:57,386 - yago11k_both - [INFO] - [E:325| 500]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both
2023-06-10 15:17:29,992 - yago11k_both - [INFO] - [E:325| 600]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_both
2023-06-10 15:17:29,992 - yago11k_both - [INFO] - [Epoch:325]: Training Loss:0.001114
2023-06-10 15:17:30,367 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 15:17:49,233 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 15:18:07,894 - yago11k_both - [INFO] - [Evaluating Epoch 325 valid]:
MRR: Tail : 0.41098, Head : 0.23176, Avg : 0.32137
2023-06-10 15:18:07,894 - yago11k_both - [INFO] - [Epoch 325]: Training Loss: 0.0011139, Valid MRR: 0.32365,
2023-06-10 15:18:08,905 - yago11k_both - [INFO] - [E:326| 0]: Train Loss:0.0010849, Val MRR:0.32365, yago11k_both
2023-06-10 15:19:43,249 - yago11k_both - [INFO] - [E:326| 100]: Train Loss:0.001115, Val MRR:0.32365, yago11k_both
2023-06-10 15:21:18,651 - yago11k_both - [INFO] - [E:326| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both
2023-06-10 15:22:55,997 - yago11k_both - [INFO] - [E:326| 300]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_both
2023-06-10 15:24:28,274 - yago11k_both - [INFO] - [E:326| 400]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both
2023-06-10 15:26:05,785 - yago11k_both - [INFO] - [E:326| 500]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both
2023-06-10 15:27:37,123 - yago11k_both - [INFO] - [E:326| 600]: Train Loss:0.0011139, Val MRR:0.32365, yago11k_both
2023-06-10 15:27:37,124 - yago11k_both - [INFO] - [Epoch:326]: Training Loss:0.001114
2023-06-10 15:27:37,482 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 15:27:56,434 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 15:28:15,097 - yago11k_both - [INFO] - [Evaluating Epoch 326 valid]:
MRR: Tail : 0.40987, Head : 0.23197, Avg : 0.32092
2023-06-10 15:28:15,098 - yago11k_both - [INFO] - [Epoch 326]: Training Loss: 0.0011139, Valid MRR: 0.32365,
2023-06-10 15:28:16,140 - yago11k_both - [INFO] - [E:327| 0]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both
2023-06-10 15:29:53,173 - yago11k_both - [INFO] - [E:327| 100]: Train Loss:0.0011162, Val MRR:0.32365, yago11k_both
2023-06-10 15:31:25,276 - yago11k_both - [INFO] - [E:327| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both
2023-06-10 15:33:02,411 - yago11k_both - [INFO] - [E:327| 300]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_both
2023-06-10 15:34:34,574 - yago11k_both - [INFO] - [E:327| 400]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_both
2023-06-10 15:36:11,724 - yago11k_both - [INFO] - [E:327| 500]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_both
2023-06-10 15:37:44,060 - yago11k_both - [INFO] - [E:327| 600]: Train Loss:0.001114, Val MRR:0.32365, yago11k_both
2023-06-10 15:37:44,061 - yago11k_both - [INFO] - [Epoch:327]: Training Loss:0.001114
2023-06-10 15:37:44,359 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 15:38:02,512 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 15:38:21,242 - yago11k_both - [INFO] - [Evaluating Epoch 327 valid]:
MRR: Tail : 0.41027, Head : 0.23341, Avg : 0.32184
2023-06-10 15:38:21,243 - yago11k_both - [INFO] - [Epoch 327]: Training Loss: 0.001114, Valid MRR: 0.32365,
2023-06-10 15:38:22,182 - yago11k_both - [INFO] - [E:328| 0]: Train Loss:0.0011653, Val MRR:0.32365, yago11k_both
2023-06-10 15:39:59,354 - yago11k_both - [INFO] - [E:328| 100]: Train Loss:0.0011118, Val MRR:0.32365, yago11k_both
2023-06-10 15:41:31,530 - yago11k_both - [INFO] - [E:328| 200]: Train Loss:0.0011141, Val MRR:0.32365, yago11k_both
2023-06-10 15:43:08,702 - yago11k_both - [INFO] - [E:328| 300]: Train Loss:0.0011129, Val MRR:0.32365, yago11k_both
2023-06-10 15:44:43,282 - yago11k_both - [INFO] - [E:328| 400]: Train Loss:0.0011132, Val MRR:0.32365, yago11k_both
2023-06-10 15:46:18,098 - yago11k_both - [INFO] - [E:328| 500]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_both
2023-06-10 15:47:54,763 - yago11k_both - [INFO] - [E:328| 600]: Train Loss:0.0011138, Val MRR:0.32365, yago11k_both
2023-06-10 15:47:54,764 - yago11k_both - [INFO] - [Epoch:328]: Training Loss:0.001114
2023-06-10 15:47:55,150 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 15:48:12,254 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 15:48:28,252 - yago11k_both - [INFO] - [Evaluating Epoch 328 valid]:
MRR: Tail : 0.40996, Head : 0.23584, Avg : 0.3229
2023-06-10 15:48:28,252 - yago11k_both - [INFO] - [Epoch 328]: Training Loss: 0.0011138, Valid MRR: 0.32365,
2023-06-10 15:48:29,099 - yago11k_both - [INFO] - [E:329| 0]: Train Loss:0.0011225, Val MRR:0.32365, yago11k_both
2023-06-10 15:50:06,092 - yago11k_both - [INFO] - [E:329| 100]: Train Loss:0.0011118, Val MRR:0.32365, yago11k_both
2023-06-10 15:51:42,064 - yago11k_both - [INFO] - [E:329| 200]: Train Loss:0.0011128, Val MRR:0.32365, yago11k_both
2023-06-10 15:53:15,368 - yago11k_both - [INFO] - [E:329| 300]: Train Loss:0.0011127, Val MRR:0.32365, yago11k_both
2023-06-10 15:54:52,541 - yago11k_both - [INFO] - [E:329| 400]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both
2023-06-10 15:56:24,684 - yago11k_both - [INFO] - [E:329| 500]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both
2023-06-10 15:58:01,273 - yago11k_both - [INFO] - [E:329| 600]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_both
2023-06-10 15:58:01,274 - yago11k_both - [INFO] - [Epoch:329]: Training Loss:0.001114
2023-06-10 15:58:01,632 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 15:58:20,546 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 15:58:39,191 - yago11k_both - [INFO] - [Evaluating Epoch 329 valid]:
MRR: Tail : 0.41092, Head : 0.23542, Avg : 0.32317
MR: Tail : 649.13, Head : 1007.9, Avg : 828.51
Hit-1: Tail : 0.32592, Head : 0.19269, Avg : 0.25931
Hit-3: Tail : 0.44887, Head : 0.23354, Avg : 0.34121
Hit-10: Tail : 0.57877, Head : 0.31967, Avg : 0.44922
2023-06-10 15:58:39,191 - yago11k_both - [INFO] - [Epoch 329]: Training Loss: 0.0011135, Valid MRR: 0.32365,
2023-06-10 15:58:40,231 - yago11k_both - [INFO] - [E:330| 0]: Train Loss:0.0011248, Val MRR:0.32365, yago11k_both
2023-06-10 16:00:12,388 - yago11k_both - [INFO] - [E:330| 100]: Train Loss:0.0011142, Val MRR:0.32365, yago11k_both
2023-06-10 16:01:49,440 - yago11k_both - [INFO] - [E:330| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both
2023-06-10 16:03:21,517 - yago11k_both - [INFO] - [E:330| 300]: Train Loss:0.0011142, Val MRR:0.32365, yago11k_both
2023-06-10 16:04:48,922 - yago11k_both - [INFO] - [E:330| 400]: Train Loss:0.001114, Val MRR:0.32365, yago11k_both
2023-06-10 16:05:51,684 - yago11k_both - [INFO] - [E:330| 500]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_both
2023-06-10 16:06:54,020 - yago11k_both - [INFO] - [E:330| 600]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_both
2023-06-10 16:06:54,020 - yago11k_both - [INFO] - [Epoch:330]: Training Loss:0.001114
2023-06-10 16:06:54,234 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 16:07:06,161 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 16:07:17,968 - yago11k_both - [INFO] - [Evaluating Epoch 330 valid]:
MRR: Tail : 0.40969, Head : 0.2355, Avg : 0.3226
2023-06-10 16:07:17,968 - yago11k_both - [INFO] - [Epoch 330]: Training Loss: 0.0011137, Valid MRR: 0.32365,
2023-06-10 16:07:18,602 - yago11k_both - [INFO] - [E:331| 0]: Train Loss:0.0011234, Val MRR:0.32365, yago11k_both
2023-06-10 16:08:21,739 - yago11k_both - [INFO] - [E:331| 100]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_both
2023-06-10 16:09:24,985 - yago11k_both - [INFO] - [E:331| 200]: Train Loss:0.001113, Val MRR:0.32365, yago11k_both
2023-06-10 16:10:27,810 - yago11k_both - [INFO] - [E:331| 300]: Train Loss:0.0011136, Val MRR:0.32365, yago11k_both
2023-06-10 16:11:30,710 - yago11k_both - [INFO] - [E:331| 400]: Train Loss:0.0011132, Val MRR:0.32365, yago11k_both
2023-06-10 16:12:33,553 - yago11k_both - [INFO] - [E:331| 500]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_both
2023-06-10 16:13:36,015 - yago11k_both - [INFO] - [E:331| 600]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_both
2023-06-10 16:13:36,015 - yago11k_both - [INFO] - [Epoch:331]: Training Loss:0.001114
2023-06-10 16:13:36,228 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 16:13:48,136 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 16:13:59,883 - yago11k_both - [INFO] - [Evaluating Epoch 331 valid]:
MRR: Tail : 0.40977, Head : 0.23559, Avg : 0.32268
2023-06-10 16:13:59,883 - yago11k_both - [INFO] - [Epoch 331]: Training Loss: 0.0011135, Valid MRR: 0.32365,
2023-06-10 16:14:00,518 - yago11k_both - [INFO] - [E:332| 0]: Train Loss:0.0011084, Val MRR:0.32365, yago11k_both
2023-06-10 16:15:03,790 - yago11k_both - [INFO] - [E:332| 100]: Train Loss:0.0011131, Val MRR:0.32365, yago11k_both
2023-06-10 16:16:07,042 - yago11k_both - [INFO] - [E:332| 200]: Train Loss:0.0011132, Val MRR:0.32365, yago11k_both
2023-06-10 16:17:09,832 - yago11k_both - [INFO] - [E:332| 300]: Train Loss:0.0011132, Val MRR:0.32365, yago11k_both
2023-06-10 16:18:13,582 - yago11k_both - [INFO] - [E:332| 400]: Train Loss:0.0011125, Val MRR:0.32365, yago11k_both
2023-06-10 16:19:16,471 - yago11k_both - [INFO] - [E:332| 500]: Train Loss:0.0011129, Val MRR:0.32365, yago11k_both
2023-06-10 16:20:19,598 - yago11k_both - [INFO] - [E:332| 600]: Train Loss:0.0011135, Val MRR:0.32365, yago11k_both
2023-06-10 16:20:19,598 - yago11k_both - [INFO] - [Epoch:332]: Training Loss:0.001114
2023-06-10 16:20:19,817 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 16:20:32,238 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 16:20:44,018 - yago11k_both - [INFO] - [Evaluating Epoch 332 valid]:
MRR: Tail : 0.40937, Head : 0.23358, Avg : 0.32147
2023-06-10 16:20:44,018 - yago11k_both - [INFO] - [Epoch 332]: Training Loss: 0.0011135, Valid MRR: 0.32365,
2023-06-10 16:20:44,651 - yago11k_both - [INFO] - [E:333| 0]: Train Loss:0.0011286, Val MRR:0.32365, yago11k_both
2023-06-10 16:21:47,430 - yago11k_both - [INFO] - [E:333| 100]: Train Loss:0.0011101, Val MRR:0.32365, yago11k_both
2023-06-10 16:22:50,909 - yago11k_both - [INFO] - [E:333| 200]: Train Loss:0.0011122, Val MRR:0.32365, yago11k_both
2023-06-10 16:23:53,671 - yago11k_both - [INFO] - [E:333| 300]: Train Loss:0.0011131, Val MRR:0.32365, yago11k_both
2023-06-10 16:24:56,475 - yago11k_both - [INFO] - [E:333| 400]: Train Loss:0.0011127, Val MRR:0.32365, yago11k_both
2023-06-10 16:25:59,359 - yago11k_both - [INFO] - [E:333| 500]: Train Loss:0.0011127, Val MRR:0.32365, yago11k_both
2023-06-10 16:27:01,710 - yago11k_both - [INFO] - [E:333| 600]: Train Loss:0.0011131, Val MRR:0.32365, yago11k_both
2023-06-10 16:27:01,710 - yago11k_both - [INFO] - [Epoch:333]: Training Loss:0.001113
2023-06-10 16:27:01,923 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 16:27:13,840 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 16:27:25,588 - yago11k_both - [INFO] - [Evaluating Epoch 333 valid]:
MRR: Tail : 0.40925, Head : 0.23484, Avg : 0.32205
2023-06-10 16:27:25,588 - yago11k_both - [INFO] - [Epoch 333]: Training Loss: 0.0011131, Valid MRR: 0.32365,
2023-06-10 16:27:26,220 - yago11k_both - [INFO] - [E:334| 0]: Train Loss:0.0010928, Val MRR:0.32365, yago11k_both
2023-06-10 16:28:29,122 - yago11k_both - [INFO] - [E:334| 100]: Train Loss:0.0011117, Val MRR:0.32365, yago11k_both
2023-06-10 16:29:31,915 - yago11k_both - [INFO] - [E:334| 200]: Train Loss:0.0011119, Val MRR:0.32365, yago11k_both
2023-06-10 16:30:34,736 - yago11k_both - [INFO] - [E:334| 300]: Train Loss:0.0011124, Val MRR:0.32365, yago11k_both
2023-06-10 16:31:38,360 - yago11k_both - [INFO] - [E:334| 400]: Train Loss:0.0011134, Val MRR:0.32365, yago11k_both
2023-06-10 16:32:41,901 - yago11k_both - [INFO] - [E:334| 500]: Train Loss:0.0011131, Val MRR:0.32365, yago11k_both
2023-06-10 16:33:44,268 - yago11k_both - [INFO] - [E:334| 600]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both
2023-06-10 16:33:44,268 - yago11k_both - [INFO] - [Epoch:334]: Training Loss:0.001113
2023-06-10 16:33:44,482 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 16:33:56,406 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 16:34:08,166 - yago11k_both - [INFO] - [Evaluating Epoch 334 valid]:
MRR: Tail : 0.40984, Head : 0.23335, Avg : 0.32159
2023-06-10 16:34:08,166 - yago11k_both - [INFO] - [Epoch 334]: Training Loss: 0.0011133, Valid MRR: 0.32365,
2023-06-10 16:34:08,803 - yago11k_both - [INFO] - [E:335| 0]: Train Loss:0.0011105, Val MRR:0.32365, yago11k_both
2023-06-10 16:35:11,541 - yago11k_both - [INFO] - [E:335| 100]: Train Loss:0.0011121, Val MRR:0.32365, yago11k_both
2023-06-10 16:36:15,072 - yago11k_both - [INFO] - [E:335| 200]: Train Loss:0.0011123, Val MRR:0.32365, yago11k_both
2023-06-10 16:37:18,580 - yago11k_both - [INFO] - [E:335| 300]: Train Loss:0.0011123, Val MRR:0.32365, yago11k_both
2023-06-10 16:38:22,743 - yago11k_both - [INFO] - [E:335| 400]: Train Loss:0.0011123, Val MRR:0.32365, yago11k_both
2023-06-10 16:39:26,365 - yago11k_both - [INFO] - [E:335| 500]: Train Loss:0.0011123, Val MRR:0.32365, yago11k_both
2023-06-10 16:40:28,777 - yago11k_both - [INFO] - [E:335| 600]: Train Loss:0.0011129, Val MRR:0.32365, yago11k_both
2023-06-10 16:40:28,778 - yago11k_both - [INFO] - [Epoch:335]: Training Loss:0.001113
2023-06-10 16:40:28,992 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 16:40:41,532 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 16:40:53,434 - yago11k_both - [INFO] - [Evaluating Epoch 335 valid]:
MRR: Tail : 0.41448, Head : 0.23282, Avg : 0.32365
2023-06-10 16:40:53,434 - yago11k_both - [INFO] - [Epoch 335]: Training Loss: 0.0011129, Valid MRR: 0.32365,
2023-06-10 16:40:54,069 - yago11k_both - [INFO] - [E:336| 0]: Train Loss:0.0011131, Val MRR:0.32365, yago11k_both
2023-06-10 16:42:02,741 - yago11k_both - [INFO] - [E:336| 100]: Train Loss:0.0011143, Val MRR:0.32365, yago11k_both
2023-06-10 16:43:24,259 - yago11k_both - [INFO] - [E:336| 200]: Train Loss:0.0011133, Val MRR:0.32365, yago11k_both
2023-06-10 16:45:01,426 - yago11k_both - [INFO] - [E:336| 300]: Train Loss:0.0011137, Val MRR:0.32365, yago11k_both
2023-06-10 16:46:09,822 - yago11k_both - [INFO] - [E:336| 400]: Train Loss:0.0011134, Val MRR:0.32365, yago11k_both
2023-06-10 16:47:13,368 - yago11k_both - [INFO] - [E:336| 500]: Train Loss:0.0011128, Val MRR:0.32365, yago11k_both
2023-06-10 16:48:36,119 - yago11k_both - [INFO] - [E:336| 600]: Train Loss:0.001113, Val MRR:0.32365, yago11k_both
2023-06-10 16:48:36,119 - yago11k_both - [INFO] - [Epoch:336]: Training Loss:0.001113
2023-06-10 16:48:36,452 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 16:48:55,333 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 16:49:13,952 - yago11k_both - [INFO] - [Evaluating Epoch 336 valid]:
MRR: Tail : 0.41547, Head : 0.23417, Avg : 0.32482
2023-06-10 16:49:15,083 - yago11k_both - [INFO] - [Epoch 336]: Training Loss: 0.001113, Valid MRR: 0.32482,
2023-06-10 16:49:16,037 - yago11k_both - [INFO] - [E:337| 0]: Train Loss:0.0011256, Val MRR:0.32482, yago11k_both
2023-06-10 16:50:41,296 - yago11k_both - [INFO] - [E:337| 100]: Train Loss:0.0011139, Val MRR:0.32482, yago11k_both
2023-06-10 16:51:49,660 - yago11k_both - [INFO] - [E:337| 200]: Train Loss:0.0011118, Val MRR:0.32482, yago11k_both
2023-06-10 16:53:26,840 - yago11k_both - [INFO] - [E:337| 300]: Train Loss:0.0011125, Val MRR:0.32482, yago11k_both
2023-06-10 16:54:59,222 - yago11k_both - [INFO] - [E:337| 400]: Train Loss:0.0011118, Val MRR:0.32482, yago11k_both
2023-06-10 16:56:36,405 - yago11k_both - [INFO] - [E:337| 500]: Train Loss:0.0011123, Val MRR:0.32482, yago11k_both
2023-06-10 16:58:10,067 - yago11k_both - [INFO] - [E:337| 600]: Train Loss:0.0011127, Val MRR:0.32482, yago11k_both
2023-06-10 16:58:10,067 - yago11k_both - [INFO] - [Epoch:337]: Training Loss:0.001113
2023-06-10 16:58:10,414 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 16:58:29,314 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 16:58:47,953 - yago11k_both - [INFO] - [Evaluating Epoch 337 valid]:
MRR: Tail : 0.41327, Head : 0.23438, Avg : 0.32383
2023-06-10 16:58:47,953 - yago11k_both - [INFO] - [Epoch 337]: Training Loss: 0.0011127, Valid MRR: 0.32482,
2023-06-10 16:58:48,957 - yago11k_both - [INFO] - [E:338| 0]: Train Loss:0.0010943, Val MRR:0.32482, yago11k_both
2023-06-10 17:00:24,822 - yago11k_both - [INFO] - [E:338| 100]: Train Loss:0.001114, Val MRR:0.32482, yago11k_both
2023-06-10 17:02:00,629 - yago11k_both - [INFO] - [E:338| 200]: Train Loss:0.0011137, Val MRR:0.32482, yago11k_both
2023-06-10 17:03:34,996 - yago11k_both - [INFO] - [E:338| 300]: Train Loss:0.0011126, Val MRR:0.32482, yago11k_both
2023-06-10 17:05:12,214 - yago11k_both - [INFO] - [E:338| 400]: Train Loss:0.0011124, Val MRR:0.32482, yago11k_both
2023-06-10 17:06:46,811 - yago11k_both - [INFO] - [E:338| 500]: Train Loss:0.0011125, Val MRR:0.32482, yago11k_both
2023-06-10 17:08:23,382 - yago11k_both - [INFO] - [E:338| 600]: Train Loss:0.0011129, Val MRR:0.32482, yago11k_both
2023-06-10 17:08:23,382 - yago11k_both - [INFO] - [Epoch:338]: Training Loss:0.001113
2023-06-10 17:08:23,703 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 17:08:42,672 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 17:09:01,307 - yago11k_both - [INFO] - [Evaluating Epoch 338 valid]:
MRR: Tail : 0.41294, Head : 0.23356, Avg : 0.32325
2023-06-10 17:09:01,307 - yago11k_both - [INFO] - [Epoch 338]: Training Loss: 0.0011129, Valid MRR: 0.32482,
2023-06-10 17:09:02,294 - yago11k_both - [INFO] - [E:339| 0]: Train Loss:0.0011311, Val MRR:0.32482, yago11k_both
2023-06-10 17:10:36,647 - yago11k_both - [INFO] - [E:339| 100]: Train Loss:0.001111, Val MRR:0.32482, yago11k_both
2023-06-10 17:12:12,161 - yago11k_both - [INFO] - [E:339| 200]: Train Loss:0.0011134, Val MRR:0.32482, yago11k_both
2023-06-10 17:13:48,128 - yago11k_both - [INFO] - [E:339| 300]: Train Loss:0.0011129, Val MRR:0.32482, yago11k_both
2023-06-10 17:15:22,745 - yago11k_both - [INFO] - [E:339| 400]: Train Loss:0.0011125, Val MRR:0.32482, yago11k_both
2023-06-10 17:16:59,725 - yago11k_both - [INFO] - [E:339| 500]: Train Loss:0.0011129, Val MRR:0.32482, yago11k_both
2023-06-10 17:18:33,410 - yago11k_both - [INFO] - [E:339| 600]: Train Loss:0.0011126, Val MRR:0.32482, yago11k_both
2023-06-10 17:18:33,411 - yago11k_both - [INFO] - [Epoch:339]: Training Loss:0.001113
2023-06-10 17:18:33,761 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 17:18:52,654 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 17:19:11,281 - yago11k_both - [INFO] - [Evaluating Epoch 339 valid]:
MRR: Tail : 0.41288, Head : 0.23298, Avg : 0.32293
MR: Tail : 639.02, Head : 983.52, Avg : 811.27
Hit-1: Tail : 0.33287, Head : 0.19075, Avg : 0.26181
Hit-3: Tail : 0.44123, Head : 0.23145, Avg : 0.33634
Hit-10: Tail : 0.57877, Head : 0.31328, Avg : 0.44603
2023-06-10 17:19:11,281 - yago11k_both - [INFO] - [Epoch 339]: Training Loss: 0.0011126, Valid MRR: 0.32482,
2023-06-10 17:19:12,282 - yago11k_both - [INFO] - [E:340| 0]: Train Loss:0.0011341, Val MRR:0.32482, yago11k_both
2023-06-10 17:20:49,475 - yago11k_both - [INFO] - [E:340| 100]: Train Loss:0.0011128, Val MRR:0.32482, yago11k_both
2023-06-10 17:22:24,001 - yago11k_both - [INFO] - [E:340| 200]: Train Loss:0.0011122, Val MRR:0.32482, yago11k_both
2023-06-10 17:23:59,376 - yago11k_both - [INFO] - [E:340| 300]: Train Loss:0.0011118, Val MRR:0.32482, yago11k_both
2023-06-10 17:25:35,964 - yago11k_both - [INFO] - [E:340| 400]: Train Loss:0.0011126, Val MRR:0.32482, yago11k_both
2023-06-10 17:27:10,760 - yago11k_both - [INFO] - [E:340| 500]: Train Loss:0.0011129, Val MRR:0.32482, yago11k_both
2023-06-10 17:28:47,453 - yago11k_both - [INFO] - [E:340| 600]: Train Loss:0.0011126, Val MRR:0.32482, yago11k_both
2023-06-10 17:28:47,453 - yago11k_both - [INFO] - [Epoch:340]: Training Loss:0.001113
2023-06-10 17:28:47,747 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 17:29:06,730 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 17:29:25,463 - yago11k_both - [INFO] - [Evaluating Epoch 340 valid]:
MRR: Tail : 0.41557, Head : 0.23429, Avg : 0.32493
2023-06-10 17:29:26,505 - yago11k_both - [INFO] - [Epoch 340]: Training Loss: 0.0011126, Valid MRR: 0.32493,
2023-06-10 17:29:27,472 - yago11k_both - [INFO] - [E:341| 0]: Train Loss:0.0011123, Val MRR:0.32493, yago11k_both
2023-06-10 17:31:01,957 - yago11k_both - [INFO] - [E:341| 100]: Train Loss:0.0011135, Val MRR:0.32493, yago11k_both
2023-06-10 17:32:38,453 - yago11k_both - [INFO] - [E:341| 200]: Train Loss:0.0011127, Val MRR:0.32493, yago11k_both
2023-06-10 17:34:13,697 - yago11k_both - [INFO] - [E:341| 300]: Train Loss:0.0011129, Val MRR:0.32493, yago11k_both
2023-06-10 17:35:48,071 - yago11k_both - [INFO] - [E:341| 400]: Train Loss:0.0011124, Val MRR:0.32493, yago11k_both
2023-06-10 17:37:25,211 - yago11k_both - [INFO] - [E:341| 500]: Train Loss:0.0011125, Val MRR:0.32493, yago11k_both
2023-06-10 17:38:59,146 - yago11k_both - [INFO] - [E:341| 600]: Train Loss:0.0011125, Val MRR:0.32493, yago11k_both
2023-06-10 17:38:59,146 - yago11k_both - [INFO] - [Epoch:341]: Training Loss:0.001113
2023-06-10 17:38:59,513 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 17:39:18,416 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 17:39:37,050 - yago11k_both - [INFO] - [Evaluating Epoch 341 valid]:
MRR: Tail : 0.41371, Head : 0.23347, Avg : 0.32359
2023-06-10 17:39:37,050 - yago11k_both - [INFO] - [Epoch 341]: Training Loss: 0.0011125, Valid MRR: 0.32493,
2023-06-10 17:39:38,044 - yago11k_both - [INFO] - [E:342| 0]: Train Loss:0.0011157, Val MRR:0.32493, yago11k_both
2023-06-10 17:41:15,096 - yago11k_both - [INFO] - [E:342| 100]: Train Loss:0.0011128, Val MRR:0.32493, yago11k_both
2023-06-10 17:42:49,527 - yago11k_both - [INFO] - [E:342| 200]: Train Loss:0.0011115, Val MRR:0.32493, yago11k_both
2023-06-10 17:44:25,931 - yago11k_both - [INFO] - [E:342| 300]: Train Loss:0.0011114, Val MRR:0.32493, yago11k_both
2023-06-10 17:46:01,667 - yago11k_both - [INFO] - [E:342| 400]: Train Loss:0.0011114, Val MRR:0.32493, yago11k_both
2023-06-10 17:47:36,147 - yago11k_both - [INFO] - [E:342| 500]: Train Loss:0.001112, Val MRR:0.32493, yago11k_both
2023-06-10 17:49:12,719 - yago11k_both - [INFO] - [E:342| 600]: Train Loss:0.0011122, Val MRR:0.32493, yago11k_both
2023-06-10 17:49:12,720 - yago11k_both - [INFO] - [Epoch:342]: Training Loss:0.001112
2023-06-10 17:49:13,069 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 17:49:32,003 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 17:49:50,728 - yago11k_both - [INFO] - [Evaluating Epoch 342 valid]:
MRR: Tail : 0.41023, Head : 0.23437, Avg : 0.3223
2023-06-10 17:49:50,728 - yago11k_both - [INFO] - [Epoch 342]: Training Loss: 0.0011122, Valid MRR: 0.32493,
2023-06-10 17:49:51,671 - yago11k_both - [INFO] - [E:343| 0]: Train Loss:0.0011067, Val MRR:0.32493, yago11k_both
2023-06-10 17:51:26,502 - yago11k_both - [INFO] - [E:343| 100]: Train Loss:0.001111, Val MRR:0.32493, yago11k_both
2023-06-10 17:53:03,759 - yago11k_both - [INFO] - [E:343| 200]: Train Loss:0.0011117, Val MRR:0.32493, yago11k_both
2023-06-10 17:54:38,717 - yago11k_both - [INFO] - [E:343| 300]: Train Loss:0.0011114, Val MRR:0.32493, yago11k_both
2023-06-10 17:56:14,432 - yago11k_both - [INFO] - [E:343| 400]: Train Loss:0.0011115, Val MRR:0.32493, yago11k_both
2023-06-10 17:57:50,775 - yago11k_both - [INFO] - [E:343| 500]: Train Loss:0.0011113, Val MRR:0.32493, yago11k_both
2023-06-10 17:59:24,584 - yago11k_both - [INFO] - [E:343| 600]: Train Loss:0.0011122, Val MRR:0.32493, yago11k_both
2023-06-10 17:59:24,584 - yago11k_both - [INFO] - [Epoch:343]: Training Loss:0.001112
2023-06-10 17:59:24,950 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 17:59:43,852 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 18:00:02,546 - yago11k_both - [INFO] - [Evaluating Epoch 343 valid]:
MRR: Tail : 0.41107, Head : 0.23503, Avg : 0.32305
2023-06-10 18:00:02,546 - yago11k_both - [INFO] - [Epoch 343]: Training Loss: 0.0011122, Valid MRR: 0.32493,
2023-06-10 18:00:03,491 - yago11k_both - [INFO] - [E:344| 0]: Train Loss:0.001113, Val MRR:0.32493, yago11k_both
2023-06-10 18:01:40,543 - yago11k_both - [INFO] - [E:344| 100]: Train Loss:0.0011112, Val MRR:0.32493, yago11k_both
2023-06-10 18:03:15,268 - yago11k_both - [INFO] - [E:344| 200]: Train Loss:0.001111, Val MRR:0.32493, yago11k_both
2023-06-10 18:04:52,364 - yago11k_both - [INFO] - [E:344| 300]: Train Loss:0.0011109, Val MRR:0.32493, yago11k_both
2023-06-10 18:06:27,279 - yago11k_both - [INFO] - [E:344| 400]: Train Loss:0.0011113, Val MRR:0.32493, yago11k_both
2023-06-10 18:08:02,572 - yago11k_both - [INFO] - [E:344| 500]: Train Loss:0.0011121, Val MRR:0.32493, yago11k_both
2023-06-10 18:09:38,429 - yago11k_both - [INFO] - [E:344| 600]: Train Loss:0.0011121, Val MRR:0.32493, yago11k_both
2023-06-10 18:09:38,429 - yago11k_both - [INFO] - [Epoch:344]: Training Loss:0.001112
2023-06-10 18:09:38,791 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 18:09:57,823 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 18:10:16,444 - yago11k_both - [INFO] - [Evaluating Epoch 344 valid]:
MRR: Tail : 0.40993, Head : 0.23488, Avg : 0.3224
2023-06-10 18:10:16,444 - yago11k_both - [INFO] - [Epoch 344]: Training Loss: 0.0011121, Valid MRR: 0.32493,
2023-06-10 18:10:17,436 - yago11k_both - [INFO] - [E:345| 0]: Train Loss:0.0010998, Val MRR:0.32493, yago11k_both
2023-06-10 18:11:51,922 - yago11k_both - [INFO] - [E:345| 100]: Train Loss:0.0011086, Val MRR:0.32493, yago11k_both
2023-06-10 18:13:29,119 - yago11k_both - [INFO] - [E:345| 200]: Train Loss:0.0011111, Val MRR:0.32493, yago11k_both
2023-06-10 18:15:03,953 - yago11k_both - [INFO] - [E:345| 300]: Train Loss:0.0011112, Val MRR:0.32493, yago11k_both
2023-06-10 18:16:41,266 - yago11k_both - [INFO] - [E:345| 400]: Train Loss:0.0011113, Val MRR:0.32493, yago11k_both
2023-06-10 18:18:15,907 - yago11k_both - [INFO] - [E:345| 500]: Train Loss:0.0011113, Val MRR:0.32493, yago11k_both
2023-06-10 18:19:50,426 - yago11k_both - [INFO] - [E:345| 600]: Train Loss:0.0011118, Val MRR:0.32493, yago11k_both
2023-06-10 18:19:50,427 - yago11k_both - [INFO] - [Epoch:345]: Training Loss:0.001112
2023-06-10 18:19:50,717 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 18:20:09,038 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 18:20:27,670 - yago11k_both - [INFO] - [Evaluating Epoch 345 valid]:
MRR: Tail : 0.41234, Head : 0.23477, Avg : 0.32356
2023-06-10 18:20:27,670 - yago11k_both - [INFO] - [Epoch 345]: Training Loss: 0.0011118, Valid MRR: 0.32493,
2023-06-10 18:20:28,685 - yago11k_both - [INFO] - [E:346| 0]: Train Loss:0.0011268, Val MRR:0.32493, yago11k_both
2023-06-10 18:22:05,810 - yago11k_both - [INFO] - [E:346| 100]: Train Loss:0.0011132, Val MRR:0.32493, yago11k_both
2023-06-10 18:23:40,635 - yago11k_both - [INFO] - [E:346| 200]: Train Loss:0.0011127, Val MRR:0.32493, yago11k_both
2023-06-10 18:25:17,608 - yago11k_both - [INFO] - [E:346| 300]: Train Loss:0.0011119, Val MRR:0.32493, yago11k_both
2023-06-10 18:26:52,291 - yago11k_both - [INFO] - [E:346| 400]: Train Loss:0.001112, Val MRR:0.32493, yago11k_both
2023-06-10 18:28:29,449 - yago11k_both - [INFO] - [E:346| 500]: Train Loss:0.0011121, Val MRR:0.32493, yago11k_both
2023-06-10 18:30:03,377 - yago11k_both - [INFO] - [E:346| 600]: Train Loss:0.0011119, Val MRR:0.32493, yago11k_both
2023-06-10 18:30:03,378 - yago11k_both - [INFO] - [Epoch:346]: Training Loss:0.001112
2023-06-10 18:30:03,749 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 18:30:22,676 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 18:30:41,408 - yago11k_both - [INFO] - [Evaluating Epoch 346 valid]:
MRR: Tail : 0.41467, Head : 0.23472, Avg : 0.32469
2023-06-10 18:30:41,409 - yago11k_both - [INFO] - [Epoch 346]: Training Loss: 0.0011119, Valid MRR: 0.32493,
2023-06-10 18:30:42,351 - yago11k_both - [INFO] - [E:347| 0]: Train Loss:0.0011001, Val MRR:0.32493, yago11k_both
2023-06-10 18:32:16,974 - yago11k_both - [INFO] - [E:347| 100]: Train Loss:0.0011127, Val MRR:0.32493, yago11k_both
2023-06-10 18:33:54,218 - yago11k_both - [INFO] - [E:347| 200]: Train Loss:0.0011121, Val MRR:0.32493, yago11k_both
2023-06-10 18:35:29,017 - yago11k_both - [INFO] - [E:347| 300]: Train Loss:0.0011111, Val MRR:0.32493, yago11k_both
2023-06-10 18:37:06,429 - yago11k_both - [INFO] - [E:347| 400]: Train Loss:0.0011112, Val MRR:0.32493, yago11k_both
2023-06-10 18:38:41,205 - yago11k_both - [INFO] - [E:347| 500]: Train Loss:0.0011115, Val MRR:0.32493, yago11k_both
2023-06-10 18:40:17,309 - yago11k_both - [INFO] - [E:347| 600]: Train Loss:0.0011114, Val MRR:0.32493, yago11k_both
2023-06-10 18:40:17,309 - yago11k_both - [INFO] - [Epoch:347]: Training Loss:0.001111
2023-06-10 18:40:17,599 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 18:40:34,436 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 18:40:53,148 - yago11k_both - [INFO] - [Evaluating Epoch 347 valid]:
MRR: Tail : 0.40955, Head : 0.23336, Avg : 0.32146
2023-06-10 18:40:53,148 - yago11k_both - [INFO] - [Epoch 347]: Training Loss: 0.0011114, Valid MRR: 0.32493,
2023-06-10 18:40:54,092 - yago11k_both - [INFO] - [E:348| 0]: Train Loss:0.0011033, Val MRR:0.32493, yago11k_both
2023-06-10 18:42:31,368 - yago11k_both - [INFO] - [E:348| 100]: Train Loss:0.0011125, Val MRR:0.32493, yago11k_both
2023-06-10 18:44:06,184 - yago11k_both - [INFO] - [E:348| 200]: Train Loss:0.0011124, Val MRR:0.32493, yago11k_both
2023-06-10 18:45:43,523 - yago11k_both - [INFO] - [E:348| 300]: Train Loss:0.0011117, Val MRR:0.32493, yago11k_both
2023-06-10 18:47:18,412 - yago11k_both - [INFO] - [E:348| 400]: Train Loss:0.0011119, Val MRR:0.32493, yago11k_both
2023-06-10 18:48:55,686 - yago11k_both - [INFO] - [E:348| 500]: Train Loss:0.0011118, Val MRR:0.32493, yago11k_both
2023-06-10 18:50:29,775 - yago11k_both - [INFO] - [E:348| 600]: Train Loss:0.0011117, Val MRR:0.32493, yago11k_both
2023-06-10 18:50:29,775 - yago11k_both - [INFO] - [Epoch:348]: Training Loss:0.001112
2023-06-10 18:50:30,071 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 18:50:49,059 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 18:51:07,708 - yago11k_both - [INFO] - [Evaluating Epoch 348 valid]:
MRR: Tail : 0.41643, Head : 0.23419, Avg : 0.32531
2023-06-10 18:51:08,839 - yago11k_both - [INFO] - [Epoch 348]: Training Loss: 0.0011117, Valid MRR: 0.32531,
2023-06-10 18:51:09,784 - yago11k_both - [INFO] - [E:349| 0]: Train Loss:0.0011171, Val MRR:0.32531, yago11k_both
2023-06-10 18:52:44,335 - yago11k_both - [INFO] - [E:349| 100]: Train Loss:0.0011087, Val MRR:0.32531, yago11k_both
2023-06-10 18:54:21,540 - yago11k_both - [INFO] - [E:349| 200]: Train Loss:0.0011095, Val MRR:0.32531, yago11k_both
2023-06-10 18:55:56,101 - yago11k_both - [INFO] - [E:349| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_both
2023-06-10 18:57:33,562 - yago11k_both - [INFO] - [E:349| 400]: Train Loss:0.0011106, Val MRR:0.32531, yago11k_both
2023-06-10 18:59:08,355 - yago11k_both - [INFO] - [E:349| 500]: Train Loss:0.0011112, Val MRR:0.32531, yago11k_both
2023-06-10 19:00:44,925 - yago11k_both - [INFO] - [E:349| 600]: Train Loss:0.0011114, Val MRR:0.32531, yago11k_both
2023-06-10 19:00:44,925 - yago11k_both - [INFO] - [Epoch:349]: Training Loss:0.001111
2023-06-10 19:00:45,206 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 19:01:01,580 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 19:01:20,330 - yago11k_both - [INFO] - [Evaluating Epoch 349 valid]:
MRR: Tail : 0.41184, Head : 0.23437, Avg : 0.3231
MR: Tail : 668.75, Head : 990.1, Avg : 829.42
Hit-1: Tail : 0.33079, Head : 0.192, Avg : 0.26139
Hit-3: Tail : 0.44887, Head : 0.23131, Avg : 0.34009
Hit-10: Tail : 0.57474, Head : 0.31801, Avg : 0.44637
2023-06-10 19:01:20,330 - yago11k_both - [INFO] - [Epoch 349]: Training Loss: 0.0011114, Valid MRR: 0.32531,
2023-06-10 19:01:21,267 - yago11k_both - [INFO] - [E:350| 0]: Train Loss:0.0011127, Val MRR:0.32531, yago11k_both
2023-06-10 19:02:58,389 - yago11k_both - [INFO] - [E:350| 100]: Train Loss:0.0011109, Val MRR:0.32531, yago11k_both
2023-06-10 19:04:33,155 - yago11k_both - [INFO] - [E:350| 200]: Train Loss:0.0011114, Val MRR:0.32531, yago11k_both
2023-06-10 19:06:10,427 - yago11k_both - [INFO] - [E:350| 300]: Train Loss:0.0011111, Val MRR:0.32531, yago11k_both
2023-06-10 19:07:45,270 - yago11k_both - [INFO] - [E:350| 400]: Train Loss:0.0011113, Val MRR:0.32531, yago11k_both
2023-06-10 19:09:22,565 - yago11k_both - [INFO] - [E:350| 500]: Train Loss:0.0011114, Val MRR:0.32531, yago11k_both
2023-06-10 19:10:56,684 - yago11k_both - [INFO] - [E:350| 600]: Train Loss:0.0011113, Val MRR:0.32531, yago11k_both
2023-06-10 19:10:56,685 - yago11k_both - [INFO] - [Epoch:350]: Training Loss:0.001111
2023-06-10 19:10:57,030 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 19:11:15,961 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 19:11:34,692 - yago11k_both - [INFO] - [Evaluating Epoch 350 valid]:
MRR: Tail : 0.40795, Head : 0.23269, Avg : 0.32032
2023-06-10 19:11:34,692 - yago11k_both - [INFO] - [Epoch 350]: Training Loss: 0.0011113, Valid MRR: 0.32531,
2023-06-10 19:11:35,664 - yago11k_both - [INFO] - [E:351| 0]: Train Loss:0.0011166, Val MRR:0.32531, yago11k_both
2023-06-10 19:13:10,407 - yago11k_both - [INFO] - [E:351| 100]: Train Loss:0.0011093, Val MRR:0.32531, yago11k_both
2023-06-10 19:14:47,976 - yago11k_both - [INFO] - [E:351| 200]: Train Loss:0.0011113, Val MRR:0.32531, yago11k_both
2023-06-10 19:16:22,765 - yago11k_both - [INFO] - [E:351| 300]: Train Loss:0.0011117, Val MRR:0.32531, yago11k_both
2023-06-10 19:18:00,050 - yago11k_both - [INFO] - [E:351| 400]: Train Loss:0.0011116, Val MRR:0.32531, yago11k_both
2023-06-10 19:19:34,978 - yago11k_both - [INFO] - [E:351| 500]: Train Loss:0.0011116, Val MRR:0.32531, yago11k_both
2023-06-10 19:21:11,584 - yago11k_both - [INFO] - [E:351| 600]: Train Loss:0.0011115, Val MRR:0.32531, yago11k_both
2023-06-10 19:21:11,585 - yago11k_both - [INFO] - [Epoch:351]: Training Loss:0.001112
2023-06-10 19:21:11,905 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 19:21:28,573 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 19:21:46,879 - yago11k_both - [INFO] - [Evaluating Epoch 351 valid]:
MRR: Tail : 0.41226, Head : 0.23622, Avg : 0.32424
2023-06-10 19:21:46,879 - yago11k_both - [INFO] - [Epoch 351]: Training Loss: 0.0011115, Valid MRR: 0.32531,
2023-06-10 19:21:47,874 - yago11k_both - [INFO] - [E:352| 0]: Train Loss:0.001094, Val MRR:0.32531, yago11k_both
2023-06-10 19:23:25,203 - yago11k_both - [INFO] - [E:352| 100]: Train Loss:0.0011097, Val MRR:0.32531, yago11k_both
2023-06-10 19:24:59,993 - yago11k_both - [INFO] - [E:352| 200]: Train Loss:0.0011116, Val MRR:0.32531, yago11k_both
2023-06-10 19:26:37,455 - yago11k_both - [INFO] - [E:352| 300]: Train Loss:0.0011107, Val MRR:0.32531, yago11k_both
2023-06-10 19:28:12,232 - yago11k_both - [INFO] - [E:352| 400]: Train Loss:0.0011109, Val MRR:0.32531, yago11k_both
2023-06-10 19:29:49,760 - yago11k_both - [INFO] - [E:352| 500]: Train Loss:0.0011111, Val MRR:0.32531, yago11k_both
2023-06-10 19:31:23,980 - yago11k_both - [INFO] - [E:352| 600]: Train Loss:0.0011112, Val MRR:0.32531, yago11k_both
2023-06-10 19:31:23,980 - yago11k_both - [INFO] - [Epoch:352]: Training Loss:0.001111
2023-06-10 19:31:24,312 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 19:31:43,259 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 19:32:01,917 - yago11k_both - [INFO] - [Evaluating Epoch 352 valid]:
MRR: Tail : 0.41012, Head : 0.23674, Avg : 0.32343
2023-06-10 19:32:01,917 - yago11k_both - [INFO] - [Epoch 352]: Training Loss: 0.0011112, Valid MRR: 0.32531,
2023-06-10 19:32:02,896 - yago11k_both - [INFO] - [E:353| 0]: Train Loss:0.0011287, Val MRR:0.32531, yago11k_both
2023-06-10 19:33:37,797 - yago11k_both - [INFO] - [E:353| 100]: Train Loss:0.00111, Val MRR:0.32531, yago11k_both
2023-06-10 19:35:15,032 - yago11k_both - [INFO] - [E:353| 200]: Train Loss:0.0011105, Val MRR:0.32531, yago11k_both
2023-06-10 19:36:49,968 - yago11k_both - [INFO] - [E:353| 300]: Train Loss:0.001111, Val MRR:0.32531, yago11k_both
2023-06-10 19:38:27,308 - yago11k_both - [INFO] - [E:353| 400]: Train Loss:0.0011105, Val MRR:0.32531, yago11k_both
2023-06-10 19:40:02,125 - yago11k_both - [INFO] - [E:353| 500]: Train Loss:0.0011102, Val MRR:0.32531, yago11k_both
2023-06-10 19:41:38,750 - yago11k_both - [INFO] - [E:353| 600]: Train Loss:0.0011107, Val MRR:0.32531, yago11k_both
2023-06-10 19:41:38,750 - yago11k_both - [INFO] - [Epoch:353]: Training Loss:0.001111
2023-06-10 19:41:39,086 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 19:41:56,245 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 19:42:14,111 - yago11k_both - [INFO] - [Evaluating Epoch 353 valid]:
MRR: Tail : 0.41174, Head : 0.23477, Avg : 0.32325
2023-06-10 19:42:14,111 - yago11k_both - [INFO] - [Epoch 353]: Training Loss: 0.0011107, Valid MRR: 0.32531,
2023-06-10 19:42:15,111 - yago11k_both - [INFO] - [E:354| 0]: Train Loss:0.0011032, Val MRR:0.32531, yago11k_both
2023-06-10 19:43:52,350 - yago11k_both - [INFO] - [E:354| 100]: Train Loss:0.0011114, Val MRR:0.32531, yago11k_both
2023-06-10 19:45:26,978 - yago11k_both - [INFO] - [E:354| 200]: Train Loss:0.0011093, Val MRR:0.32531, yago11k_both
2023-06-10 19:47:04,436 - yago11k_both - [INFO] - [E:354| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_both
2023-06-10 19:48:39,232 - yago11k_both - [INFO] - [E:354| 400]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_both
2023-06-10 19:50:16,610 - yago11k_both - [INFO] - [E:354| 500]: Train Loss:0.0011105, Val MRR:0.32531, yago11k_both
2023-06-10 19:51:50,690 - yago11k_both - [INFO] - [E:354| 600]: Train Loss:0.0011111, Val MRR:0.32531, yago11k_both
2023-06-10 19:51:50,690 - yago11k_both - [INFO] - [Epoch:354]: Training Loss:0.001111
2023-06-10 19:51:51,071 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 19:52:09,964 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 19:52:28,703 - yago11k_both - [INFO] - [Evaluating Epoch 354 valid]:
MRR: Tail : 0.41285, Head : 0.23582, Avg : 0.32434
2023-06-10 19:52:28,703 - yago11k_both - [INFO] - [Epoch 354]: Training Loss: 0.0011111, Valid MRR: 0.32531,
2023-06-10 19:52:29,694 - yago11k_both - [INFO] - [E:355| 0]: Train Loss:0.0010886, Val MRR:0.32531, yago11k_both
2023-06-10 19:54:04,518 - yago11k_both - [INFO] - [E:355| 100]: Train Loss:0.0011075, Val MRR:0.32531, yago11k_both
2023-06-10 19:55:41,880 - yago11k_both - [INFO] - [E:355| 200]: Train Loss:0.0011097, Val MRR:0.32531, yago11k_both
2023-06-10 19:57:16,578 - yago11k_both - [INFO] - [E:355| 300]: Train Loss:0.0011104, Val MRR:0.32531, yago11k_both
2023-06-10 19:58:54,008 - yago11k_both - [INFO] - [E:355| 400]: Train Loss:0.0011107, Val MRR:0.32531, yago11k_both
2023-06-10 20:00:28,884 - yago11k_both - [INFO] - [E:355| 500]: Train Loss:0.0011114, Val MRR:0.32531, yago11k_both
2023-06-10 20:02:05,380 - yago11k_both - [INFO] - [E:355| 600]: Train Loss:0.0011113, Val MRR:0.32531, yago11k_both
2023-06-10 20:02:05,380 - yago11k_both - [INFO] - [Epoch:355]: Training Loss:0.001111
2023-06-10 20:02:05,745 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 20:02:23,811 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 20:02:40,686 - yago11k_both - [INFO] - [Evaluating Epoch 355 valid]:
MRR: Tail : 0.40854, Head : 0.23383, Avg : 0.32118
2023-06-10 20:02:40,686 - yago11k_both - [INFO] - [Epoch 355]: Training Loss: 0.0011113, Valid MRR: 0.32531,
2023-06-10 20:02:41,688 - yago11k_both - [INFO] - [E:356| 0]: Train Loss:0.0011346, Val MRR:0.32531, yago11k_both
2023-06-10 20:04:18,971 - yago11k_both - [INFO] - [E:356| 100]: Train Loss:0.0011136, Val MRR:0.32531, yago11k_both
2023-06-10 20:05:53,635 - yago11k_both - [INFO] - [E:356| 200]: Train Loss:0.0011112, Val MRR:0.32531, yago11k_both
2023-06-10 20:07:30,896 - yago11k_both - [INFO] - [E:356| 300]: Train Loss:0.0011111, Val MRR:0.32531, yago11k_both
2023-06-10 20:09:05,584 - yago11k_both - [INFO] - [E:356| 400]: Train Loss:0.0011111, Val MRR:0.32531, yago11k_both
2023-06-10 20:10:42,813 - yago11k_both - [INFO] - [E:356| 500]: Train Loss:0.0011108, Val MRR:0.32531, yago11k_both
2023-06-10 20:12:16,983 - yago11k_both - [INFO] - [E:356| 600]: Train Loss:0.001111, Val MRR:0.32531, yago11k_both
2023-06-10 20:12:16,984 - yago11k_both - [INFO] - [Epoch:356]: Training Loss:0.001111
2023-06-10 20:12:17,356 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 20:12:36,314 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 20:12:54,986 - yago11k_both - [INFO] - [Evaluating Epoch 356 valid]:
MRR: Tail : 0.41356, Head : 0.23486, Avg : 0.32421
2023-06-10 20:12:54,986 - yago11k_both - [INFO] - [Epoch 356]: Training Loss: 0.001111, Valid MRR: 0.32531,
2023-06-10 20:12:55,988 - yago11k_both - [INFO] - [E:357| 0]: Train Loss:0.0011066, Val MRR:0.32531, yago11k_both
2023-06-10 20:14:30,781 - yago11k_both - [INFO] - [E:357| 100]: Train Loss:0.0011104, Val MRR:0.32531, yago11k_both
2023-06-10 20:16:08,136 - yago11k_both - [INFO] - [E:357| 200]: Train Loss:0.0011098, Val MRR:0.32531, yago11k_both
2023-06-10 20:17:43,002 - yago11k_both - [INFO] - [E:357| 300]: Train Loss:0.0011106, Val MRR:0.32531, yago11k_both
2023-06-10 20:19:20,359 - yago11k_both - [INFO] - [E:357| 400]: Train Loss:0.0011107, Val MRR:0.32531, yago11k_both
2023-06-10 20:20:55,172 - yago11k_both - [INFO] - [E:357| 500]: Train Loss:0.0011112, Val MRR:0.32531, yago11k_both
2023-06-10 20:22:31,747 - yago11k_both - [INFO] - [E:357| 600]: Train Loss:0.0011109, Val MRR:0.32531, yago11k_both
2023-06-10 20:22:31,748 - yago11k_both - [INFO] - [Epoch:357]: Training Loss:0.001111
2023-06-10 20:22:32,109 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 20:22:51,042 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 20:23:07,200 - yago11k_both - [INFO] - [Evaluating Epoch 357 valid]:
MRR: Tail : 0.4119, Head : 0.23587, Avg : 0.32389
2023-06-10 20:23:07,200 - yago11k_both - [INFO] - [Epoch 357]: Training Loss: 0.0011109, Valid MRR: 0.32531,
2023-06-10 20:23:08,142 - yago11k_both - [INFO] - [E:358| 0]: Train Loss:0.0011119, Val MRR:0.32531, yago11k_both
2023-06-10 20:24:45,496 - yago11k_both - [INFO] - [E:358| 100]: Train Loss:0.0011101, Val MRR:0.32531, yago11k_both
2023-06-10 20:26:20,320 - yago11k_both - [INFO] - [E:358| 200]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_both
2023-06-10 20:27:57,619 - yago11k_both - [INFO] - [E:358| 300]: Train Loss:0.0011106, Val MRR:0.32531, yago11k_both
2023-06-10 20:29:32,492 - yago11k_both - [INFO] - [E:358| 400]: Train Loss:0.0011102, Val MRR:0.32531, yago11k_both
2023-06-10 20:31:09,753 - yago11k_both - [INFO] - [E:358| 500]: Train Loss:0.0011104, Val MRR:0.32531, yago11k_both
2023-06-10 20:32:43,937 - yago11k_both - [INFO] - [E:358| 600]: Train Loss:0.0011105, Val MRR:0.32531, yago11k_both
2023-06-10 20:32:43,937 - yago11k_both - [INFO] - [Epoch:358]: Training Loss:0.00111
2023-06-10 20:32:44,304 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 20:33:03,215 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 20:33:21,938 - yago11k_both - [INFO] - [Evaluating Epoch 358 valid]:
MRR: Tail : 0.40989, Head : 0.23456, Avg : 0.32222
2023-06-10 20:33:21,938 - yago11k_both - [INFO] - [Epoch 358]: Training Loss: 0.0011105, Valid MRR: 0.32531,
2023-06-10 20:33:22,873 - yago11k_both - [INFO] - [E:359| 0]: Train Loss:0.0011195, Val MRR:0.32531, yago11k_both
2023-06-10 20:34:57,722 - yago11k_both - [INFO] - [E:359| 100]: Train Loss:0.0011092, Val MRR:0.32531, yago11k_both
2023-06-10 20:36:35,028 - yago11k_both - [INFO] - [E:359| 200]: Train Loss:0.0011095, Val MRR:0.32531, yago11k_both
2023-06-10 20:38:09,865 - yago11k_both - [INFO] - [E:359| 300]: Train Loss:0.0011099, Val MRR:0.32531, yago11k_both
2023-06-10 20:39:47,013 - yago11k_both - [INFO] - [E:359| 400]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_both
2023-06-10 20:41:21,912 - yago11k_both - [INFO] - [E:359| 500]: Train Loss:0.0011106, Val MRR:0.32531, yago11k_both
2023-06-10 20:42:58,648 - yago11k_both - [INFO] - [E:359| 600]: Train Loss:0.0011099, Val MRR:0.32531, yago11k_both
2023-06-10 20:42:58,648 - yago11k_both - [INFO] - [Epoch:359]: Training Loss:0.00111
2023-06-10 20:42:59,003 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 20:43:17,903 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 20:43:34,230 - yago11k_both - [INFO] - [Evaluating Epoch 359 valid]:
MRR: Tail : 0.41208, Head : 0.2354, Avg : 0.32374
MR: Tail : 631.35, Head : 995.35, Avg : 813.35
Hit-1: Tail : 0.32759, Head : 0.19241, Avg : 0.26
Hit-3: Tail : 0.45179, Head : 0.23451, Avg : 0.34315
Hit-10: Tail : 0.57655, Head : 0.31412, Avg : 0.44533
2023-06-10 20:43:34,230 - yago11k_both - [INFO] - [Epoch 359]: Training Loss: 0.0011099, Valid MRR: 0.32531,
2023-06-10 20:43:35,049 - yago11k_both - [INFO] - [E:360| 0]: Train Loss:0.0011155, Val MRR:0.32531, yago11k_both
2023-06-10 20:45:12,213 - yago11k_both - [INFO] - [E:360| 100]: Train Loss:0.0011101, Val MRR:0.32531, yago11k_both
2023-06-10 20:46:47,071 - yago11k_both - [INFO] - [E:360| 200]: Train Loss:0.0011098, Val MRR:0.32531, yago11k_both
2023-06-10 20:48:24,331 - yago11k_both - [INFO] - [E:360| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_both
2023-06-10 20:49:58,771 - yago11k_both - [INFO] - [E:360| 400]: Train Loss:0.0011105, Val MRR:0.32531, yago11k_both
2023-06-10 20:51:35,946 - yago11k_both - [INFO] - [E:360| 500]: Train Loss:0.0011101, Val MRR:0.32531, yago11k_both
2023-06-10 20:53:10,142 - yago11k_both - [INFO] - [E:360| 600]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_both
2023-06-10 20:53:10,142 - yago11k_both - [INFO] - [Epoch:360]: Training Loss:0.00111
2023-06-10 20:53:10,493 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 20:53:29,385 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 20:53:48,066 - yago11k_both - [INFO] - [Evaluating Epoch 360 valid]:
MRR: Tail : 0.41257, Head : 0.23483, Avg : 0.3237
2023-06-10 20:53:48,066 - yago11k_both - [INFO] - [Epoch 360]: Training Loss: 0.0011103, Valid MRR: 0.32531,
2023-06-10 20:53:49,012 - yago11k_both - [INFO] - [E:361| 0]: Train Loss:0.0010965, Val MRR:0.32531, yago11k_both
2023-06-10 20:55:23,962 - yago11k_both - [INFO] - [E:361| 100]: Train Loss:0.0011086, Val MRR:0.32531, yago11k_both
2023-06-10 20:57:01,262 - yago11k_both - [INFO] - [E:361| 200]: Train Loss:0.0011094, Val MRR:0.32531, yago11k_both
2023-06-10 20:58:36,270 - yago11k_both - [INFO] - [E:361| 300]: Train Loss:0.0011098, Val MRR:0.32531, yago11k_both
2023-06-10 21:00:13,494 - yago11k_both - [INFO] - [E:361| 400]: Train Loss:0.0011102, Val MRR:0.32531, yago11k_both
2023-06-10 21:01:48,147 - yago11k_both - [INFO] - [E:361| 500]: Train Loss:0.0011104, Val MRR:0.32531, yago11k_both
2023-06-10 21:03:24,510 - yago11k_both - [INFO] - [E:361| 600]: Train Loss:0.0011102, Val MRR:0.32531, yago11k_both
2023-06-10 21:03:24,510 - yago11k_both - [INFO] - [Epoch:361]: Training Loss:0.00111
2023-06-10 21:03:24,862 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 21:03:43,787 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 21:04:01,074 - yago11k_both - [INFO] - [Evaluating Epoch 361 valid]:
MRR: Tail : 0.41181, Head : 0.2345, Avg : 0.32316
2023-06-10 21:04:01,074 - yago11k_both - [INFO] - [Epoch 361]: Training Loss: 0.0011102, Valid MRR: 0.32531,
2023-06-10 21:04:01,899 - yago11k_both - [INFO] - [E:362| 0]: Train Loss:0.0011196, Val MRR:0.32531, yago11k_both
2023-06-10 21:05:38,074 - yago11k_both - [INFO] - [E:362| 100]: Train Loss:0.0011124, Val MRR:0.32531, yago11k_both
2023-06-10 21:07:12,717 - yago11k_both - [INFO] - [E:362| 200]: Train Loss:0.0011106, Val MRR:0.32531, yago11k_both
2023-06-10 21:08:50,021 - yago11k_both - [INFO] - [E:362| 300]: Train Loss:0.0011103, Val MRR:0.32531, yago11k_both
2023-06-10 21:10:24,686 - yago11k_both - [INFO] - [E:362| 400]: Train Loss:0.0011096, Val MRR:0.32531, yago11k_both
2023-06-10 21:12:02,096 - yago11k_both - [INFO] - [E:362| 500]: Train Loss:0.00111, Val MRR:0.32531, yago11k_both
2023-06-10 21:13:35,986 - yago11k_both - [INFO] - [E:362| 600]: Train Loss:0.0011102, Val MRR:0.32531, yago11k_both
2023-06-10 21:13:35,986 - yago11k_both - [INFO] - [Epoch:362]: Training Loss:0.00111
2023-06-10 21:13:36,295 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 21:13:55,273 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 21:14:13,944 - yago11k_both - [INFO] - [Evaluating Epoch 362 valid]:
MRR: Tail : 0.41506, Head : 0.23586, Avg : 0.32546
2023-06-10 21:14:15,049 - yago11k_both - [INFO] - [Epoch 362]: Training Loss: 0.0011102, Valid MRR: 0.32546,
2023-06-10 21:14:15,990 - yago11k_both - [INFO] - [E:363| 0]: Train Loss:0.001097, Val MRR:0.32546, yago11k_both
2023-06-10 21:15:50,676 - yago11k_both - [INFO] - [E:363| 100]: Train Loss:0.0011074, Val MRR:0.32546, yago11k_both
2023-06-10 21:17:28,035 - yago11k_both - [INFO] - [E:363| 200]: Train Loss:0.0011069, Val MRR:0.32546, yago11k_both
2023-06-10 21:19:03,031 - yago11k_both - [INFO] - [E:363| 300]: Train Loss:0.0011075, Val MRR:0.32546, yago11k_both
2023-06-10 21:20:40,164 - yago11k_both - [INFO] - [E:363| 400]: Train Loss:0.0011086, Val MRR:0.32546, yago11k_both
2023-06-10 21:22:14,977 - yago11k_both - [INFO] - [E:363| 500]: Train Loss:0.0011092, Val MRR:0.32546, yago11k_both
2023-06-10 21:23:51,464 - yago11k_both - [INFO] - [E:363| 600]: Train Loss:0.0011098, Val MRR:0.32546, yago11k_both
2023-06-10 21:23:51,465 - yago11k_both - [INFO] - [Epoch:363]: Training Loss:0.00111
2023-06-10 21:23:51,844 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 21:24:10,827 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 21:24:28,497 - yago11k_both - [INFO] - [Evaluating Epoch 363 valid]:
MRR: Tail : 0.40907, Head : 0.23482, Avg : 0.32195
2023-06-10 21:24:28,497 - yago11k_both - [INFO] - [Epoch 363]: Training Loss: 0.0011098, Valid MRR: 0.32546,
2023-06-10 21:24:29,333 - yago11k_both - [INFO] - [E:364| 0]: Train Loss:0.001101, Val MRR:0.32546, yago11k_both
2023-06-10 21:26:05,307 - yago11k_both - [INFO] - [E:364| 100]: Train Loss:0.0011094, Val MRR:0.32546, yago11k_both
2023-06-10 21:27:40,178 - yago11k_both - [INFO] - [E:364| 200]: Train Loss:0.0011102, Val MRR:0.32546, yago11k_both
2023-06-10 21:29:17,502 - yago11k_both - [INFO] - [E:364| 300]: Train Loss:0.0011101, Val MRR:0.32546, yago11k_both
2023-06-10 21:30:52,209 - yago11k_both - [INFO] - [E:364| 400]: Train Loss:0.0011098, Val MRR:0.32546, yago11k_both
2023-06-10 21:32:29,565 - yago11k_both - [INFO] - [E:364| 500]: Train Loss:0.0011099, Val MRR:0.32546, yago11k_both
2023-06-10 21:34:03,574 - yago11k_both - [INFO] - [E:364| 600]: Train Loss:0.0011102, Val MRR:0.32546, yago11k_both
2023-06-10 21:34:03,574 - yago11k_both - [INFO] - [Epoch:364]: Training Loss:0.00111
2023-06-10 21:34:03,947 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 21:34:22,929 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 21:34:41,583 - yago11k_both - [INFO] - [Evaluating Epoch 364 valid]:
MRR: Tail : 0.40885, Head : 0.23474, Avg : 0.32179
2023-06-10 21:34:41,583 - yago11k_both - [INFO] - [Epoch 364]: Training Loss: 0.0011102, Valid MRR: 0.32546,
2023-06-10 21:34:42,590 - yago11k_both - [INFO] - [E:365| 0]: Train Loss:0.0010968, Val MRR:0.32546, yago11k_both
2023-06-10 21:36:17,762 - yago11k_both - [INFO] - [E:365| 100]: Train Loss:0.0011108, Val MRR:0.32546, yago11k_both
2023-06-10 21:37:54,695 - yago11k_both - [INFO] - [E:365| 200]: Train Loss:0.00111, Val MRR:0.32546, yago11k_both
2023-06-10 21:39:29,307 - yago11k_both - [INFO] - [E:365| 300]: Train Loss:0.0011098, Val MRR:0.32546, yago11k_both
2023-06-10 21:41:06,678 - yago11k_both - [INFO] - [E:365| 400]: Train Loss:0.0011094, Val MRR:0.32546, yago11k_both
2023-06-10 21:42:41,442 - yago11k_both - [INFO] - [E:365| 500]: Train Loss:0.0011093, Val MRR:0.32546, yago11k_both
2023-06-10 21:44:17,848 - yago11k_both - [INFO] - [E:365| 600]: Train Loss:0.0011099, Val MRR:0.32546, yago11k_both
2023-06-10 21:44:17,849 - yago11k_both - [INFO] - [Epoch:365]: Training Loss:0.00111
2023-06-10 21:44:18,189 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 21:44:37,175 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 21:44:55,420 - yago11k_both - [INFO] - [Evaluating Epoch 365 valid]:
MRR: Tail : 0.41442, Head : 0.23501, Avg : 0.32472
2023-06-10 21:44:55,420 - yago11k_both - [INFO] - [Epoch 365]: Training Loss: 0.0011099, Valid MRR: 0.32546,
2023-06-10 21:44:56,253 - yago11k_both - [INFO] - [E:366| 0]: Train Loss:0.0010852, Val MRR:0.32546, yago11k_both
2023-06-10 21:46:31,653 - yago11k_both - [INFO] - [E:366| 100]: Train Loss:0.001109, Val MRR:0.32546, yago11k_both
2023-06-10 21:48:06,556 - yago11k_both - [INFO] - [E:366| 200]: Train Loss:0.0011089, Val MRR:0.32546, yago11k_both
2023-06-10 21:49:43,849 - yago11k_both - [INFO] - [E:366| 300]: Train Loss:0.0011089, Val MRR:0.32546, yago11k_both
2023-06-10 21:51:18,487 - yago11k_both - [INFO] - [E:366| 400]: Train Loss:0.0011091, Val MRR:0.32546, yago11k_both
2023-06-10 21:52:55,897 - yago11k_both - [INFO] - [E:366| 500]: Train Loss:0.0011091, Val MRR:0.32546, yago11k_both
2023-06-10 21:54:29,852 - yago11k_both - [INFO] - [E:366| 600]: Train Loss:0.0011093, Val MRR:0.32546, yago11k_both
2023-06-10 21:54:29,852 - yago11k_both - [INFO] - [Epoch:366]: Training Loss:0.001109
2023-06-10 21:54:30,219 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 21:54:49,189 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 21:55:07,870 - yago11k_both - [INFO] - [Evaluating Epoch 366 valid]:
MRR: Tail : 0.41467, Head : 0.2334, Avg : 0.32404
2023-06-10 21:55:07,870 - yago11k_both - [INFO] - [Epoch 366]: Training Loss: 0.0011093, Valid MRR: 0.32546,
2023-06-10 21:55:08,874 - yago11k_both - [INFO] - [E:367| 0]: Train Loss:0.0011053, Val MRR:0.32546, yago11k_both
2023-06-10 21:56:44,635 - yago11k_both - [INFO] - [E:367| 100]: Train Loss:0.0011102, Val MRR:0.32546, yago11k_both
2023-06-10 21:58:21,097 - yago11k_both - [INFO] - [E:367| 200]: Train Loss:0.0011101, Val MRR:0.32546, yago11k_both
2023-06-10 21:59:55,862 - yago11k_both - [INFO] - [E:367| 300]: Train Loss:0.0011099, Val MRR:0.32546, yago11k_both
2023-06-10 22:01:33,044 - yago11k_both - [INFO] - [E:367| 400]: Train Loss:0.0011103, Val MRR:0.32546, yago11k_both
2023-06-10 22:03:07,854 - yago11k_both - [INFO] - [E:367| 500]: Train Loss:0.0011099, Val MRR:0.32546, yago11k_both
2023-06-10 22:04:44,398 - yago11k_both - [INFO] - [E:367| 600]: Train Loss:0.00111, Val MRR:0.32546, yago11k_both
2023-06-10 22:04:44,399 - yago11k_both - [INFO] - [Epoch:367]: Training Loss:0.00111
2023-06-10 22:04:44,752 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 22:05:03,683 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 22:05:22,447 - yago11k_both - [INFO] - [Evaluating Epoch 367 valid]:
MRR: Tail : 0.41202, Head : 0.23621, Avg : 0.32411
2023-06-10 22:05:22,448 - yago11k_both - [INFO] - [Epoch 367]: Training Loss: 0.00111, Valid MRR: 0.32546,
2023-06-10 22:05:23,428 - yago11k_both - [INFO] - [E:368| 0]: Train Loss:0.0011136, Val MRR:0.32546, yago11k_both
2023-06-10 22:06:58,327 - yago11k_both - [INFO] - [E:368| 100]: Train Loss:0.0011097, Val MRR:0.32546, yago11k_both
2023-06-10 22:08:32,982 - yago11k_both - [INFO] - [E:368| 200]: Train Loss:0.0011092, Val MRR:0.32546, yago11k_both
2023-06-10 22:10:10,455 - yago11k_both - [INFO] - [E:368| 300]: Train Loss:0.0011089, Val MRR:0.32546, yago11k_both
2023-06-10 22:11:45,204 - yago11k_both - [INFO] - [E:368| 400]: Train Loss:0.0011092, Val MRR:0.32546, yago11k_both
2023-06-10 22:13:22,783 - yago11k_both - [INFO] - [E:368| 500]: Train Loss:0.0011095, Val MRR:0.32546, yago11k_both
2023-06-10 22:14:56,930 - yago11k_both - [INFO] - [E:368| 600]: Train Loss:0.0011097, Val MRR:0.32546, yago11k_both
2023-06-10 22:14:56,930 - yago11k_both - [INFO] - [Epoch:368]: Training Loss:0.00111
2023-06-10 22:14:57,279 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 22:15:16,198 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 22:15:34,825 - yago11k_both - [INFO] - [Evaluating Epoch 368 valid]:
MRR: Tail : 0.41459, Head : 0.23629, Avg : 0.32544
2023-06-10 22:15:34,825 - yago11k_both - [INFO] - [Epoch 368]: Training Loss: 0.0011097, Valid MRR: 0.32546,
2023-06-10 22:15:35,826 - yago11k_both - [INFO] - [E:369| 0]: Train Loss:0.0011026, Val MRR:0.32546, yago11k_both
2023-06-10 22:17:11,966 - yago11k_both - [INFO] - [E:369| 100]: Train Loss:0.0011091, Val MRR:0.32546, yago11k_both
2023-06-10 22:18:47,838 - yago11k_both - [INFO] - [E:369| 200]: Train Loss:0.0011088, Val MRR:0.32546, yago11k_both
2023-06-10 22:20:22,513 - yago11k_both - [INFO] - [E:369| 300]: Train Loss:0.0011088, Val MRR:0.32546, yago11k_both
2023-06-10 22:21:59,564 - yago11k_both - [INFO] - [E:369| 400]: Train Loss:0.0011099, Val MRR:0.32546, yago11k_both
2023-06-10 22:23:34,318 - yago11k_both - [INFO] - [E:369| 500]: Train Loss:0.0011101, Val MRR:0.32546, yago11k_both
2023-06-10 22:25:10,858 - yago11k_both - [INFO] - [E:369| 600]: Train Loss:0.0011103, Val MRR:0.32546, yago11k_both
2023-06-10 22:25:10,858 - yago11k_both - [INFO] - [Epoch:369]: Training Loss:0.00111
2023-06-10 22:25:11,208 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 22:25:30,170 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 22:25:48,927 - yago11k_both - [INFO] - [Evaluating Epoch 369 valid]:
MRR: Tail : 0.40923, Head : 0.23334, Avg : 0.32128
MR: Tail : 646.99, Head : 1011.7, Avg : 829.36
Hit-1: Tail : 0.32592, Head : 0.19144, Avg : 0.25868
Hit-3: Tail : 0.44512, Head : 0.23145, Avg : 0.33829
Hit-10: Tail : 0.5721, Head : 0.31398, Avg : 0.44304
2023-06-10 22:25:48,928 - yago11k_both - [INFO] - [Epoch 369]: Training Loss: 0.0011103, Valid MRR: 0.32546,
2023-06-10 22:25:49,945 - yago11k_both - [INFO] - [E:370| 0]: Train Loss:0.0011272, Val MRR:0.32546, yago11k_both
2023-06-10 22:27:24,742 - yago11k_both - [INFO] - [E:370| 100]: Train Loss:0.0011086, Val MRR:0.32546, yago11k_both
2023-06-10 22:29:00,147 - yago11k_both - [INFO] - [E:370| 200]: Train Loss:0.0011085, Val MRR:0.32546, yago11k_both
2023-06-10 22:30:36,875 - yago11k_both - [INFO] - [E:370| 300]: Train Loss:0.0011098, Val MRR:0.32546, yago11k_both
2023-06-10 22:32:11,874 - yago11k_both - [INFO] - [E:370| 400]: Train Loss:0.0011106, Val MRR:0.32546, yago11k_both
2023-06-10 22:33:49,334 - yago11k_both - [INFO] - [E:370| 500]: Train Loss:0.0011102, Val MRR:0.32546, yago11k_both
2023-06-10 22:35:23,427 - yago11k_both - [INFO] - [E:370| 600]: Train Loss:0.0011098, Val MRR:0.32546, yago11k_both
2023-06-10 22:35:23,427 - yago11k_both - [INFO] - [Epoch:370]: Training Loss:0.00111
2023-06-10 22:35:23,779 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 22:35:42,709 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 22:36:01,411 - yago11k_both - [INFO] - [Evaluating Epoch 370 valid]:
MRR: Tail : 0.41285, Head : 0.23603, Avg : 0.32444
2023-06-10 22:36:01,411 - yago11k_both - [INFO] - [Epoch 370]: Training Loss: 0.0011098, Valid MRR: 0.32546,
2023-06-10 22:36:02,350 - yago11k_both - [INFO] - [E:371| 0]: Train Loss:0.0010929, Val MRR:0.32546, yago11k_both
2023-06-10 22:37:39,071 - yago11k_both - [INFO] - [E:371| 100]: Train Loss:0.0011093, Val MRR:0.32546, yago11k_both
2023-06-10 22:39:14,391 - yago11k_both - [INFO] - [E:371| 200]: Train Loss:0.0011099, Val MRR:0.32546, yago11k_both
2023-06-10 22:40:49,224 - yago11k_both - [INFO] - [E:371| 300]: Train Loss:0.0011102, Val MRR:0.32546, yago11k_both
2023-06-10 22:42:26,808 - yago11k_both - [INFO] - [E:371| 400]: Train Loss:0.0011103, Val MRR:0.32546, yago11k_both
2023-06-10 22:44:01,586 - yago11k_both - [INFO] - [E:371| 500]: Train Loss:0.0011102, Val MRR:0.32546, yago11k_both
2023-06-10 22:45:38,216 - yago11k_both - [INFO] - [E:371| 600]: Train Loss:0.0011097, Val MRR:0.32546, yago11k_both
2023-06-10 22:45:38,217 - yago11k_both - [INFO] - [Epoch:371]: Training Loss:0.00111
2023-06-10 22:45:38,546 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 22:45:57,530 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 22:46:16,182 - yago11k_both - [INFO] - [Evaluating Epoch 371 valid]:
MRR: Tail : 0.41001, Head : 0.23481, Avg : 0.32241
2023-06-10 22:46:16,182 - yago11k_both - [INFO] - [Epoch 371]: Training Loss: 0.0011097, Valid MRR: 0.32546,
2023-06-10 22:46:17,162 - yago11k_both - [INFO] - [E:372| 0]: Train Loss:0.0011, Val MRR:0.32546, yago11k_both
2023-06-10 22:47:51,920 - yago11k_both - [INFO] - [E:372| 100]: Train Loss:0.0011082, Val MRR:0.32546, yago11k_both
2023-06-10 22:49:27,632 - yago11k_both - [INFO] - [E:372| 200]: Train Loss:0.0011078, Val MRR:0.32546, yago11k_both
2023-06-10 22:51:04,194 - yago11k_both - [INFO] - [E:372| 300]: Train Loss:0.0011081, Val MRR:0.32546, yago11k_both
2023-06-10 22:52:39,146 - yago11k_both - [INFO] - [E:372| 400]: Train Loss:0.0011086, Val MRR:0.32546, yago11k_both
2023-06-10 22:54:16,348 - yago11k_both - [INFO] - [E:372| 500]: Train Loss:0.0011087, Val MRR:0.32546, yago11k_both
2023-06-10 22:55:50,507 - yago11k_both - [INFO] - [E:372| 600]: Train Loss:0.0011089, Val MRR:0.32546, yago11k_both
2023-06-10 22:55:50,508 - yago11k_both - [INFO] - [Epoch:372]: Training Loss:0.001109
2023-06-10 22:55:50,875 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 22:56:09,855 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 22:56:28,560 - yago11k_both - [INFO] - [Evaluating Epoch 372 valid]:
MRR: Tail : 0.4153, Head : 0.23479, Avg : 0.32505
2023-06-10 22:56:28,560 - yago11k_both - [INFO] - [Epoch 372]: Training Loss: 0.0011089, Valid MRR: 0.32546,
2023-06-10 22:56:29,571 - yago11k_both - [INFO] - [E:373| 0]: Train Loss:0.0011043, Val MRR:0.32546, yago11k_both
2023-06-10 22:58:06,612 - yago11k_both - [INFO] - [E:373| 100]: Train Loss:0.001109, Val MRR:0.32546, yago11k_both
2023-06-10 22:59:41,865 - yago11k_both - [INFO] - [E:373| 200]: Train Loss:0.00111, Val MRR:0.32546, yago11k_both
2023-06-10 23:01:16,751 - yago11k_both - [INFO] - [E:373| 300]: Train Loss:0.0011095, Val MRR:0.32546, yago11k_both
2023-06-10 23:02:54,273 - yago11k_both - [INFO] - [E:373| 400]: Train Loss:0.0011093, Val MRR:0.32546, yago11k_both
2023-06-10 23:04:29,158 - yago11k_both - [INFO] - [E:373| 500]: Train Loss:0.0011092, Val MRR:0.32546, yago11k_both
2023-06-10 23:06:05,917 - yago11k_both - [INFO] - [E:373| 600]: Train Loss:0.0011093, Val MRR:0.32546, yago11k_both
2023-06-10 23:06:05,917 - yago11k_both - [INFO] - [Epoch:373]: Training Loss:0.001109
2023-06-10 23:06:06,278 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 23:06:25,196 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 23:06:43,865 - yago11k_both - [INFO] - [Evaluating Epoch 373 valid]:
MRR: Tail : 0.41373, Head : 0.2333, Avg : 0.32351
2023-06-10 23:06:43,865 - yago11k_both - [INFO] - [Epoch 373]: Training Loss: 0.0011093, Valid MRR: 0.32546,
2023-06-10 23:06:44,825 - yago11k_both - [INFO] - [E:374| 0]: Train Loss:0.0011373, Val MRR:0.32546, yago11k_both
2023-06-10 23:08:19,482 - yago11k_both - [INFO] - [E:374| 100]: Train Loss:0.0011103, Val MRR:0.32546, yago11k_both
2023-06-10 23:09:55,422 - yago11k_both - [INFO] - [E:374| 200]: Train Loss:0.0011082, Val MRR:0.32546, yago11k_both
2023-06-10 23:11:31,487 - yago11k_both - [INFO] - [E:374| 300]: Train Loss:0.0011087, Val MRR:0.32546, yago11k_both
2023-06-10 23:13:06,242 - yago11k_both - [INFO] - [E:374| 400]: Train Loss:0.0011088, Val MRR:0.32546, yago11k_both
2023-06-10 23:14:43,581 - yago11k_both - [INFO] - [E:374| 500]: Train Loss:0.0011089, Val MRR:0.32546, yago11k_both
2023-06-10 23:16:17,536 - yago11k_both - [INFO] - [E:374| 600]: Train Loss:0.0011089, Val MRR:0.32546, yago11k_both
2023-06-10 23:16:17,536 - yago11k_both - [INFO] - [Epoch:374]: Training Loss:0.001109
2023-06-10 23:16:17,883 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 23:16:36,711 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 23:16:55,439 - yago11k_both - [INFO] - [Evaluating Epoch 374 valid]:
MRR: Tail : 0.41777, Head : 0.23455, Avg : 0.32616
2023-06-10 23:16:56,550 - yago11k_both - [INFO] - [Epoch 374]: Training Loss: 0.0011089, Valid MRR: 0.32616,
2023-06-10 23:16:57,512 - yago11k_both - [INFO] - [E:375| 0]: Train Loss:0.0011025, Val MRR:0.32616, yago11k_both
2023-06-10 23:18:34,632 - yago11k_both - [INFO] - [E:375| 100]: Train Loss:0.0011089, Val MRR:0.32616, yago11k_both
2023-06-10 23:20:09,562 - yago11k_both - [INFO] - [E:375| 200]: Train Loss:0.0011084, Val MRR:0.32616, yago11k_both
2023-06-10 23:21:44,089 - yago11k_both - [INFO] - [E:375| 300]: Train Loss:0.0011092, Val MRR:0.32616, yago11k_both
2023-06-10 23:23:21,500 - yago11k_both - [INFO] - [E:375| 400]: Train Loss:0.0011091, Val MRR:0.32616, yago11k_both
2023-06-10 23:24:56,148 - yago11k_both - [INFO] - [E:375| 500]: Train Loss:0.0011097, Val MRR:0.32616, yago11k_both
2023-06-10 23:26:32,920 - yago11k_both - [INFO] - [E:375| 600]: Train Loss:0.0011093, Val MRR:0.32616, yago11k_both
2023-06-10 23:26:32,920 - yago11k_both - [INFO] - [Epoch:375]: Training Loss:0.001109
2023-06-10 23:26:33,218 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 23:26:52,231 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 23:27:11,026 - yago11k_both - [INFO] - [Evaluating Epoch 375 valid]:
MRR: Tail : 0.41037, Head : 0.23487, Avg : 0.32262
2023-06-10 23:27:11,026 - yago11k_both - [INFO] - [Epoch 375]: Training Loss: 0.0011093, Valid MRR: 0.32616,
2023-06-10 23:27:12,033 - yago11k_both - [INFO] - [E:376| 0]: Train Loss:0.0010846, Val MRR:0.32616, yago11k_both
2023-06-10 23:28:46,859 - yago11k_both - [INFO] - [E:376| 100]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both
2023-06-10 23:30:23,130 - yago11k_both - [INFO] - [E:376| 200]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both
2023-06-10 23:31:58,994 - yago11k_both - [INFO] - [E:376| 300]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both
2023-06-10 23:33:33,817 - yago11k_both - [INFO] - [E:376| 400]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both
2023-06-10 23:35:11,149 - yago11k_both - [INFO] - [E:376| 500]: Train Loss:0.0011085, Val MRR:0.32616, yago11k_both
2023-06-10 23:36:45,481 - yago11k_both - [INFO] - [E:376| 600]: Train Loss:0.001109, Val MRR:0.32616, yago11k_both
2023-06-10 23:36:45,482 - yago11k_both - [INFO] - [Epoch:376]: Training Loss:0.001109
2023-06-10 23:36:45,837 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 23:37:04,788 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 23:37:23,474 - yago11k_both - [INFO] - [Evaluating Epoch 376 valid]:
MRR: Tail : 0.41399, Head : 0.23409, Avg : 0.32404
2023-06-10 23:37:23,475 - yago11k_both - [INFO] - [Epoch 376]: Training Loss: 0.001109, Valid MRR: 0.32616,
2023-06-10 23:37:24,480 - yago11k_both - [INFO] - [E:377| 0]: Train Loss:0.0010974, Val MRR:0.32616, yago11k_both
2023-06-10 23:39:01,769 - yago11k_both - [INFO] - [E:377| 100]: Train Loss:0.0011097, Val MRR:0.32616, yago11k_both
2023-06-10 23:40:36,564 - yago11k_both - [INFO] - [E:377| 200]: Train Loss:0.0011101, Val MRR:0.32616, yago11k_both
2023-06-10 23:42:11,986 - yago11k_both - [INFO] - [E:377| 300]: Train Loss:0.0011101, Val MRR:0.32616, yago11k_both
2023-06-10 23:43:48,989 - yago11k_both - [INFO] - [E:377| 400]: Train Loss:0.0011094, Val MRR:0.32616, yago11k_both
2023-06-10 23:45:23,921 - yago11k_both - [INFO] - [E:377| 500]: Train Loss:0.0011089, Val MRR:0.32616, yago11k_both
2023-06-10 23:47:00,505 - yago11k_both - [INFO] - [E:377| 600]: Train Loss:0.0011091, Val MRR:0.32616, yago11k_both
2023-06-10 23:47:00,506 - yago11k_both - [INFO] - [Epoch:377]: Training Loss:0.001109
2023-06-10 23:47:00,872 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 23:47:19,775 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 23:47:38,434 - yago11k_both - [INFO] - [Evaluating Epoch 377 valid]:
MRR: Tail : 0.41477, Head : 0.23431, Avg : 0.32454
2023-06-10 23:47:38,435 - yago11k_both - [INFO] - [Epoch 377]: Training Loss: 0.0011091, Valid MRR: 0.32616,
2023-06-10 23:47:39,437 - yago11k_both - [INFO] - [E:378| 0]: Train Loss:0.0010991, Val MRR:0.32616, yago11k_both
2023-06-10 23:49:14,371 - yago11k_both - [INFO] - [E:378| 100]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_both
2023-06-10 23:50:51,148 - yago11k_both - [INFO] - [E:378| 200]: Train Loss:0.0011101, Val MRR:0.32616, yago11k_both
2023-06-10 23:52:26,956 - yago11k_both - [INFO] - [E:378| 300]: Train Loss:0.0011089, Val MRR:0.32616, yago11k_both
2023-06-10 23:54:01,976 - yago11k_both - [INFO] - [E:378| 400]: Train Loss:0.0011087, Val MRR:0.32616, yago11k_both
2023-06-10 23:55:39,347 - yago11k_both - [INFO] - [E:378| 500]: Train Loss:0.0011091, Val MRR:0.32616, yago11k_both
2023-06-10 23:57:13,391 - yago11k_both - [INFO] - [E:378| 600]: Train Loss:0.0011092, Val MRR:0.32616, yago11k_both
2023-06-10 23:57:13,391 - yago11k_both - [INFO] - [Epoch:378]: Training Loss:0.001109
2023-06-10 23:57:13,736 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-10 23:57:32,628 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-10 23:57:51,363 - yago11k_both - [INFO] - [Evaluating Epoch 378 valid]:
MRR: Tail : 0.41275, Head : 0.23427, Avg : 0.32351
2023-06-10 23:57:51,363 - yago11k_both - [INFO] - [Epoch 378]: Training Loss: 0.0011092, Valid MRR: 0.32616,
2023-06-10 23:57:52,363 - yago11k_both - [INFO] - [E:379| 0]: Train Loss:0.001092, Val MRR:0.32616, yago11k_both
2023-06-10 23:59:29,573 - yago11k_both - [INFO] - [E:379| 100]: Train Loss:0.0011094, Val MRR:0.32616, yago11k_both
2023-06-11 00:01:04,265 - yago11k_both - [INFO] - [E:379| 200]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both
2023-06-11 00:02:39,753 - yago11k_both - [INFO] - [E:379| 300]: Train Loss:0.001108, Val MRR:0.32616, yago11k_both
2023-06-11 00:04:16,391 - yago11k_both - [INFO] - [E:379| 400]: Train Loss:0.001108, Val MRR:0.32616, yago11k_both
2023-06-11 00:05:51,218 - yago11k_both - [INFO] - [E:379| 500]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both
2023-06-11 00:07:27,778 - yago11k_both - [INFO] - [E:379| 600]: Train Loss:0.0011087, Val MRR:0.32616, yago11k_both
2023-06-11 00:07:27,779 - yago11k_both - [INFO] - [Epoch:379]: Training Loss:0.001109
2023-06-11 00:07:28,128 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 00:07:47,016 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 00:08:05,657 - yago11k_both - [INFO] - [Evaluating Epoch 379 valid]:
MRR: Tail : 0.41648, Head : 0.23431, Avg : 0.32539
MR: Tail : 635.66, Head : 1006.6, Avg : 821.12
Hit-1: Tail : 0.33593, Head : 0.19089, Avg : 0.26341
Hit-3: Tail : 0.44665, Head : 0.23604, Avg : 0.34134
Hit-10: Tail : 0.58183, Head : 0.31537, Avg : 0.4486
2023-06-11 00:08:05,657 - yago11k_both - [INFO] - [Epoch 379]: Training Loss: 0.0011087, Valid MRR: 0.32616,
2023-06-11 00:08:06,659 - yago11k_both - [INFO] - [E:380| 0]: Train Loss:0.0011141, Val MRR:0.32616, yago11k_both
2023-06-11 00:09:41,480 - yago11k_both - [INFO] - [E:380| 100]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both
2023-06-11 00:11:18,788 - yago11k_both - [INFO] - [E:380| 200]: Train Loss:0.0011102, Val MRR:0.32616, yago11k_both
2023-06-11 00:12:53,674 - yago11k_both - [INFO] - [E:380| 300]: Train Loss:0.0011096, Val MRR:0.32616, yago11k_both
2023-06-11 00:14:28,474 - yago11k_both - [INFO] - [E:380| 400]: Train Loss:0.0011084, Val MRR:0.32616, yago11k_both
2023-06-11 00:16:05,670 - yago11k_both - [INFO] - [E:380| 500]: Train Loss:0.0011086, Val MRR:0.32616, yago11k_both
2023-06-11 00:17:39,923 - yago11k_both - [INFO] - [E:380| 600]: Train Loss:0.0011086, Val MRR:0.32616, yago11k_both
2023-06-11 00:17:39,924 - yago11k_both - [INFO] - [Epoch:380]: Training Loss:0.001109
2023-06-11 00:17:40,277 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 00:17:59,162 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 00:18:17,802 - yago11k_both - [INFO] - [Evaluating Epoch 380 valid]:
MRR: Tail : 0.41507, Head : 0.23524, Avg : 0.32516
2023-06-11 00:18:17,802 - yago11k_both - [INFO] - [Epoch 380]: Training Loss: 0.0011086, Valid MRR: 0.32616,
2023-06-11 00:18:18,759 - yago11k_both - [INFO] - [E:381| 0]: Train Loss:0.0011046, Val MRR:0.32616, yago11k_both
2023-06-11 00:19:55,947 - yago11k_both - [INFO] - [E:381| 100]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_both
2023-06-11 00:21:30,655 - yago11k_both - [INFO] - [E:381| 200]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both
2023-06-11 00:23:07,008 - yago11k_both - [INFO] - [E:381| 300]: Train Loss:0.0011085, Val MRR:0.32616, yago11k_both
2023-06-11 00:24:42,730 - yago11k_both - [INFO] - [E:381| 400]: Train Loss:0.0011087, Val MRR:0.32616, yago11k_both
2023-06-11 00:26:17,696 - yago11k_both - [INFO] - [E:381| 500]: Train Loss:0.0011084, Val MRR:0.32616, yago11k_both
2023-06-11 00:27:54,406 - yago11k_both - [INFO] - [E:381| 600]: Train Loss:0.0011086, Val MRR:0.32616, yago11k_both
2023-06-11 00:27:54,407 - yago11k_both - [INFO] - [Epoch:381]: Training Loss:0.001109
2023-06-11 00:27:54,727 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 00:28:13,632 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 00:28:32,355 - yago11k_both - [INFO] - [Evaluating Epoch 381 valid]:
MRR: Tail : 0.41497, Head : 0.23378, Avg : 0.32437
2023-06-11 00:28:32,355 - yago11k_both - [INFO] - [Epoch 381]: Training Loss: 0.0011086, Valid MRR: 0.32616,
2023-06-11 00:28:33,353 - yago11k_both - [INFO] - [E:382| 0]: Train Loss:0.0011194, Val MRR:0.32616, yago11k_both
2023-06-11 00:30:08,214 - yago11k_both - [INFO] - [E:382| 100]: Train Loss:0.0011087, Val MRR:0.32616, yago11k_both
2023-06-11 00:31:45,456 - yago11k_both - [INFO] - [E:382| 200]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both
2023-06-11 00:33:20,245 - yago11k_both - [INFO] - [E:382| 300]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_both
2023-06-11 00:34:55,710 - yago11k_both - [INFO] - [E:382| 400]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both
2023-06-11 00:36:32,413 - yago11k_both - [INFO] - [E:382| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k_both
2023-06-11 00:38:06,666 - yago11k_both - [INFO] - [E:382| 600]: Train Loss:0.0011084, Val MRR:0.32616, yago11k_both
2023-06-11 00:38:06,666 - yago11k_both - [INFO] - [Epoch:382]: Training Loss:0.001108
2023-06-11 00:38:07,032 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 00:38:25,922 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 00:38:44,650 - yago11k_both - [INFO] - [Evaluating Epoch 382 valid]:
MRR: Tail : 0.41418, Head : 0.23374, Avg : 0.32396
2023-06-11 00:38:44,650 - yago11k_both - [INFO] - [Epoch 382]: Training Loss: 0.0011084, Valid MRR: 0.32616,
2023-06-11 00:38:45,636 - yago11k_both - [INFO] - [E:383| 0]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_both
2023-06-11 00:40:23,035 - yago11k_both - [INFO] - [E:383| 100]: Train Loss:0.00111, Val MRR:0.32616, yago11k_both
2023-06-11 00:41:57,659 - yago11k_both - [INFO] - [E:383| 200]: Train Loss:0.0011085, Val MRR:0.32616, yago11k_both
2023-06-11 00:43:34,542 - yago11k_both - [INFO] - [E:383| 300]: Train Loss:0.0011087, Val MRR:0.32616, yago11k_both
2023-06-11 00:45:09,678 - yago11k_both - [INFO] - [E:383| 400]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both
2023-06-11 00:46:44,345 - yago11k_both - [INFO] - [E:383| 500]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both
2023-06-11 00:48:20,953 - yago11k_both - [INFO] - [E:383| 600]: Train Loss:0.0011084, Val MRR:0.32616, yago11k_both
2023-06-11 00:48:20,953 - yago11k_both - [INFO] - [Epoch:383]: Training Loss:0.001108
2023-06-11 00:48:21,333 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 00:48:40,289 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 00:48:58,917 - yago11k_both - [INFO] - [Evaluating Epoch 383 valid]:
MRR: Tail : 0.41376, Head : 0.23614, Avg : 0.32495
2023-06-11 00:48:58,917 - yago11k_both - [INFO] - [Epoch 383]: Training Loss: 0.0011084, Valid MRR: 0.32616,
2023-06-11 00:48:59,863 - yago11k_both - [INFO] - [E:384| 0]: Train Loss:0.0010946, Val MRR:0.32616, yago11k_both
2023-06-11 00:50:34,789 - yago11k_both - [INFO] - [E:384| 100]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_both
2023-06-11 00:52:12,082 - yago11k_both - [INFO] - [E:384| 200]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both
2023-06-11 00:53:46,954 - yago11k_both - [INFO] - [E:384| 300]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both
2023-06-11 00:55:22,936 - yago11k_both - [INFO] - [E:384| 400]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both
2023-06-11 00:56:58,966 - yago11k_both - [INFO] - [E:384| 500]: Train Loss:0.0011083, Val MRR:0.32616, yago11k_both
2023-06-11 00:58:32,817 - yago11k_both - [INFO] - [E:384| 600]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both
2023-06-11 00:58:32,817 - yago11k_both - [INFO] - [Epoch:384]: Training Loss:0.001108
2023-06-11 00:58:33,185 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 00:58:52,117 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 00:59:10,838 - yago11k_both - [INFO] - [Evaluating Epoch 384 valid]:
MRR: Tail : 0.41496, Head : 0.23283, Avg : 0.3239
2023-06-11 00:59:10,839 - yago11k_both - [INFO] - [Epoch 384]: Training Loss: 0.0011082, Valid MRR: 0.32616,
2023-06-11 00:59:11,842 - yago11k_both - [INFO] - [E:385| 0]: Train Loss:0.001115, Val MRR:0.32616, yago11k_both
2023-06-11 01:00:49,083 - yago11k_both - [INFO] - [E:385| 100]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both
2023-06-11 01:02:23,799 - yago11k_both - [INFO] - [E:385| 200]: Train Loss:0.0011066, Val MRR:0.32616, yago11k_both
2023-06-11 01:04:00,946 - yago11k_both - [INFO] - [E:385| 300]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both
2023-06-11 01:05:35,715 - yago11k_both - [INFO] - [E:385| 400]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_both
2023-06-11 01:07:10,971 - yago11k_both - [INFO] - [E:385| 500]: Train Loss:0.0011078, Val MRR:0.32616, yago11k_both
2023-06-11 01:08:47,062 - yago11k_both - [INFO] - [E:385| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both
2023-06-11 01:08:47,062 - yago11k_both - [INFO] - [Epoch:385]: Training Loss:0.001108
2023-06-11 01:08:47,366 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 01:09:06,325 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 01:09:24,954 - yago11k_both - [INFO] - [Evaluating Epoch 385 valid]:
MRR: Tail : 0.41069, Head : 0.23526, Avg : 0.32297
2023-06-11 01:09:24,954 - yago11k_both - [INFO] - [Epoch 385]: Training Loss: 0.0011081, Valid MRR: 0.32616,
2023-06-11 01:09:25,933 - yago11k_both - [INFO] - [E:386| 0]: Train Loss:0.0011014, Val MRR:0.32616, yago11k_both
2023-06-11 01:11:00,782 - yago11k_both - [INFO] - [E:386| 100]: Train Loss:0.0011086, Val MRR:0.32616, yago11k_both
2023-06-11 01:12:37,996 - yago11k_both - [INFO] - [E:386| 200]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both
2023-06-11 01:14:12,783 - yago11k_both - [INFO] - [E:386| 300]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both
2023-06-11 01:15:49,748 - yago11k_both - [INFO] - [E:386| 400]: Train Loss:0.0011078, Val MRR:0.32616, yago11k_both
2023-06-11 01:17:24,857 - yago11k_both - [INFO] - [E:386| 500]: Train Loss:0.0011078, Val MRR:0.32616, yago11k_both
2023-06-11 01:18:58,793 - yago11k_both - [INFO] - [E:386| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both
2023-06-11 01:18:58,793 - yago11k_both - [INFO] - [Epoch:386]: Training Loss:0.001108
2023-06-11 01:18:59,156 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 01:19:18,077 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 01:19:36,831 - yago11k_both - [INFO] - [Evaluating Epoch 386 valid]:
MRR: Tail : 0.41328, Head : 0.23324, Avg : 0.32326
2023-06-11 01:19:36,831 - yago11k_both - [INFO] - [Epoch 386]: Training Loss: 0.0011081, Valid MRR: 0.32616,
2023-06-11 01:19:37,833 - yago11k_both - [INFO] - [E:387| 0]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_both
2023-06-11 01:21:15,143 - yago11k_both - [INFO] - [E:387| 100]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both
2023-06-11 01:22:49,984 - yago11k_both - [INFO] - [E:387| 200]: Train Loss:0.001109, Val MRR:0.32616, yago11k_both
2023-06-11 01:24:27,314 - yago11k_both - [INFO] - [E:387| 300]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both
2023-06-11 01:26:02,135 - yago11k_both - [INFO] - [E:387| 400]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both
2023-06-11 01:27:38,131 - yago11k_both - [INFO] - [E:387| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k_both
2023-06-11 01:29:13,507 - yago11k_both - [INFO] - [E:387| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both
2023-06-11 01:29:13,507 - yago11k_both - [INFO] - [Epoch:387]: Training Loss:0.001108
2023-06-11 01:29:13,873 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 01:29:32,789 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 01:29:51,484 - yago11k_both - [INFO] - [Evaluating Epoch 387 valid]:
MRR: Tail : 0.41836, Head : 0.23366, Avg : 0.32601
2023-06-11 01:29:51,484 - yago11k_both - [INFO] - [Epoch 387]: Training Loss: 0.0011081, Valid MRR: 0.32616,
2023-06-11 01:29:52,487 - yago11k_both - [INFO] - [E:388| 0]: Train Loss:0.0010996, Val MRR:0.32616, yago11k_both
2023-06-11 01:31:27,256 - yago11k_both - [INFO] - [E:388| 100]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_both
2023-06-11 01:32:44,282 - yago11k_both - [INFO] - [E:388| 200]: Train Loss:0.0011073, Val MRR:0.32616, yago11k_both
2023-06-11 01:33:47,105 - yago11k_both - [INFO] - [E:388| 300]: Train Loss:0.0011078, Val MRR:0.32616, yago11k_both
2023-06-11 01:34:50,013 - yago11k_both - [INFO] - [E:388| 400]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both
2023-06-11 01:35:52,908 - yago11k_both - [INFO] - [E:388| 500]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_both
2023-06-11 01:36:55,367 - yago11k_both - [INFO] - [E:388| 600]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_both
2023-06-11 01:36:55,368 - yago11k_both - [INFO] - [Epoch:388]: Training Loss:0.001108
2023-06-11 01:36:55,582 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 01:37:07,531 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 01:37:19,290 - yago11k_both - [INFO] - [Evaluating Epoch 388 valid]:
MRR: Tail : 0.414, Head : 0.23335, Avg : 0.32367
2023-06-11 01:37:19,290 - yago11k_both - [INFO] - [Epoch 388]: Training Loss: 0.0011076, Valid MRR: 0.32616,
2023-06-11 01:37:19,925 - yago11k_both - [INFO] - [E:389| 0]: Train Loss:0.0010938, Val MRR:0.32616, yago11k_both
2023-06-11 01:38:22,741 - yago11k_both - [INFO] - [E:389| 100]: Train Loss:0.0011085, Val MRR:0.32616, yago11k_both
2023-06-11 01:39:25,526 - yago11k_both - [INFO] - [E:389| 200]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_both
2023-06-11 01:40:28,378 - yago11k_both - [INFO] - [E:389| 300]: Train Loss:0.0011086, Val MRR:0.32616, yago11k_both
2023-06-11 01:41:31,244 - yago11k_both - [INFO] - [E:389| 400]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both
2023-06-11 01:42:34,144 - yago11k_both - [INFO] - [E:389| 500]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both
2023-06-11 01:43:36,608 - yago11k_both - [INFO] - [E:389| 600]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both
2023-06-11 01:43:36,608 - yago11k_both - [INFO] - [Epoch:389]: Training Loss:0.001108
2023-06-11 01:43:36,822 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 01:43:48,743 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 01:44:00,500 - yago11k_both - [INFO] - [Evaluating Epoch 389 valid]:
MRR: Tail : 0.41301, Head : 0.23308, Avg : 0.32305
MR: Tail : 649.69, Head : 1030.0, Avg : 839.83
Hit-1: Tail : 0.3312, Head : 0.19228, Avg : 0.26174
Hit-3: Tail : 0.44749, Head : 0.22992, Avg : 0.33871
Hit-10: Tail : 0.57697, Head : 0.30953, Avg : 0.44325
2023-06-11 01:44:00,500 - yago11k_both - [INFO] - [Epoch 389]: Training Loss: 0.0011081, Valid MRR: 0.32616,
2023-06-11 01:44:01,136 - yago11k_both - [INFO] - [E:390| 0]: Train Loss:0.0011191, Val MRR:0.32616, yago11k_both
2023-06-11 01:45:04,015 - yago11k_both - [INFO] - [E:390| 100]: Train Loss:0.001106, Val MRR:0.32616, yago11k_both
2023-06-11 01:46:06,895 - yago11k_both - [INFO] - [E:390| 200]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_both
2023-06-11 01:47:09,734 - yago11k_both - [INFO] - [E:390| 300]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_both
2023-06-11 01:48:12,609 - yago11k_both - [INFO] - [E:390| 400]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both
2023-06-11 01:49:15,535 - yago11k_both - [INFO] - [E:390| 500]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both
2023-06-11 01:50:18,117 - yago11k_both - [INFO] - [E:390| 600]: Train Loss:0.0011084, Val MRR:0.32616, yago11k_both
2023-06-11 01:50:18,117 - yago11k_both - [INFO] - [Epoch:390]: Training Loss:0.001108
2023-06-11 01:50:18,332 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 01:50:30,275 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 01:50:42,049 - yago11k_both - [INFO] - [Evaluating Epoch 390 valid]:
MRR: Tail : 0.4131, Head : 0.2325, Avg : 0.3228
2023-06-11 01:50:42,050 - yago11k_both - [INFO] - [Epoch 390]: Training Loss: 0.0011084, Valid MRR: 0.32616,
2023-06-11 01:50:42,685 - yago11k_both - [INFO] - [E:391| 0]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both
2023-06-11 01:51:45,655 - yago11k_both - [INFO] - [E:391| 100]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_both
2023-06-11 01:52:48,648 - yago11k_both - [INFO] - [E:391| 200]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both
2023-06-11 01:53:51,600 - yago11k_both - [INFO] - [E:391| 300]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both
2023-06-11 01:54:54,555 - yago11k_both - [INFO] - [E:391| 400]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_both
2023-06-11 01:55:57,508 - yago11k_both - [INFO] - [E:391| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k_both
2023-06-11 01:56:59,959 - yago11k_both - [INFO] - [E:391| 600]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both
2023-06-11 01:56:59,959 - yago11k_both - [INFO] - [Epoch:391]: Training Loss:0.001108
2023-06-11 01:57:00,174 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 01:57:12,109 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 01:57:23,886 - yago11k_both - [INFO] - [Evaluating Epoch 391 valid]:
MRR: Tail : 0.41227, Head : 0.23371, Avg : 0.32299
2023-06-11 01:57:23,886 - yago11k_both - [INFO] - [Epoch 391]: Training Loss: 0.0011079, Valid MRR: 0.32616,
2023-06-11 01:57:24,524 - yago11k_both - [INFO] - [E:392| 0]: Train Loss:0.0010999, Val MRR:0.32616, yago11k_both
2023-06-11 01:58:27,508 - yago11k_both - [INFO] - [E:392| 100]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_both
2023-06-11 01:59:30,413 - yago11k_both - [INFO] - [E:392| 200]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both
2023-06-11 02:00:33,303 - yago11k_both - [INFO] - [E:392| 300]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_both
2023-06-11 02:01:36,238 - yago11k_both - [INFO] - [E:392| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_both
2023-06-11 02:02:39,104 - yago11k_both - [INFO] - [E:392| 500]: Train Loss:0.0011073, Val MRR:0.32616, yago11k_both
2023-06-11 02:03:41,693 - yago11k_both - [INFO] - [E:392| 600]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_both
2023-06-11 02:03:41,693 - yago11k_both - [INFO] - [Epoch:392]: Training Loss:0.001108
2023-06-11 02:03:41,907 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 02:03:53,828 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 02:04:05,586 - yago11k_both - [INFO] - [Evaluating Epoch 392 valid]:
MRR: Tail : 0.41275, Head : 0.23425, Avg : 0.3235
2023-06-11 02:04:05,586 - yago11k_both - [INFO] - [Epoch 392]: Training Loss: 0.0011077, Valid MRR: 0.32616,
2023-06-11 02:04:06,222 - yago11k_both - [INFO] - [E:393| 0]: Train Loss:0.0011039, Val MRR:0.32616, yago11k_both
2023-06-11 02:05:09,165 - yago11k_both - [INFO] - [E:393| 100]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both
2023-06-11 02:06:12,089 - yago11k_both - [INFO] - [E:393| 200]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_both
2023-06-11 02:07:15,040 - yago11k_both - [INFO] - [E:393| 300]: Train Loss:0.001108, Val MRR:0.32616, yago11k_both
2023-06-11 02:08:17,932 - yago11k_both - [INFO] - [E:393| 400]: Train Loss:0.0011083, Val MRR:0.32616, yago11k_both
2023-06-11 02:09:20,887 - yago11k_both - [INFO] - [E:393| 500]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_both
2023-06-11 02:10:23,403 - yago11k_both - [INFO] - [E:393| 600]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both
2023-06-11 02:10:23,404 - yago11k_both - [INFO] - [Epoch:393]: Training Loss:0.001108
2023-06-11 02:10:23,618 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 02:10:35,540 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 02:10:47,289 - yago11k_both - [INFO] - [Evaluating Epoch 393 valid]:
MRR: Tail : 0.41227, Head : 0.23513, Avg : 0.3237
2023-06-11 02:10:47,289 - yago11k_both - [INFO] - [Epoch 393]: Training Loss: 0.0011079, Valid MRR: 0.32616,
2023-06-11 02:10:47,927 - yago11k_both - [INFO] - [E:394| 0]: Train Loss:0.0011173, Val MRR:0.32616, yago11k_both
2023-06-11 02:11:50,761 - yago11k_both - [INFO] - [E:394| 100]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_both
2023-06-11 02:12:53,596 - yago11k_both - [INFO] - [E:394| 200]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_both
2023-06-11 02:13:56,494 - yago11k_both - [INFO] - [E:394| 300]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_both
2023-06-11 02:14:59,361 - yago11k_both - [INFO] - [E:394| 400]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both
2023-06-11 02:16:02,217 - yago11k_both - [INFO] - [E:394| 500]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both
2023-06-11 02:17:04,731 - yago11k_both - [INFO] - [E:394| 600]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both
2023-06-11 02:17:04,732 - yago11k_both - [INFO] - [Epoch:394]: Training Loss:0.001107
2023-06-11 02:17:04,947 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 02:17:16,884 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 02:17:28,647 - yago11k_both - [INFO] - [Evaluating Epoch 394 valid]:
MRR: Tail : 0.41515, Head : 0.23439, Avg : 0.32477
2023-06-11 02:17:28,648 - yago11k_both - [INFO] - [Epoch 394]: Training Loss: 0.0011075, Valid MRR: 0.32616,
2023-06-11 02:17:29,282 - yago11k_both - [INFO] - [E:395| 0]: Train Loss:0.0010845, Val MRR:0.32616, yago11k_both
2023-06-11 02:18:32,148 - yago11k_both - [INFO] - [E:395| 100]: Train Loss:0.0011087, Val MRR:0.32616, yago11k_both
2023-06-11 02:19:35,019 - yago11k_both - [INFO] - [E:395| 200]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both
2023-06-11 02:20:37,888 - yago11k_both - [INFO] - [E:395| 300]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_both
2023-06-11 02:21:40,833 - yago11k_both - [INFO] - [E:395| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_both
2023-06-11 02:22:43,742 - yago11k_both - [INFO] - [E:395| 500]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both
2023-06-11 02:23:46,231 - yago11k_both - [INFO] - [E:395| 600]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both
2023-06-11 02:23:46,232 - yago11k_both - [INFO] - [Epoch:395]: Training Loss:0.001108
2023-06-11 02:23:46,446 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 02:23:58,377 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 02:24:10,140 - yago11k_both - [INFO] - [Evaluating Epoch 395 valid]:
MRR: Tail : 0.41376, Head : 0.2349, Avg : 0.32433
2023-06-11 02:24:10,140 - yago11k_both - [INFO] - [Epoch 395]: Training Loss: 0.0011075, Valid MRR: 0.32616,
2023-06-11 02:24:10,777 - yago11k_both - [INFO] - [E:396| 0]: Train Loss:0.0010919, Val MRR:0.32616, yago11k_both
2023-06-11 02:25:13,820 - yago11k_both - [INFO] - [E:396| 100]: Train Loss:0.0011073, Val MRR:0.32616, yago11k_both
2023-06-11 02:26:16,776 - yago11k_both - [INFO] - [E:396| 200]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both
2023-06-11 02:27:19,635 - yago11k_both - [INFO] - [E:396| 300]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both
2023-06-11 02:28:22,585 - yago11k_both - [INFO] - [E:396| 400]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both
2023-06-11 02:29:25,516 - yago11k_both - [INFO] - [E:396| 500]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_both
2023-06-11 02:30:28,026 - yago11k_both - [INFO] - [E:396| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_both
2023-06-11 02:30:28,026 - yago11k_both - [INFO] - [Epoch:396]: Training Loss:0.001107
2023-06-11 02:30:28,239 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 02:30:40,162 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 02:30:51,937 - yago11k_both - [INFO] - [Evaluating Epoch 396 valid]:
MRR: Tail : 0.41301, Head : 0.2341, Avg : 0.32356
2023-06-11 02:30:51,937 - yago11k_both - [INFO] - [Epoch 396]: Training Loss: 0.0011072, Valid MRR: 0.32616,
2023-06-11 02:30:52,572 - yago11k_both - [INFO] - [E:397| 0]: Train Loss:0.0010969, Val MRR:0.32616, yago11k_both
2023-06-11 02:31:55,458 - yago11k_both - [INFO] - [E:397| 100]: Train Loss:0.0011048, Val MRR:0.32616, yago11k_both
2023-06-11 02:32:58,264 - yago11k_both - [INFO] - [E:397| 200]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_both
2023-06-11 02:34:01,170 - yago11k_both - [INFO] - [E:397| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both
2023-06-11 02:35:04,115 - yago11k_both - [INFO] - [E:397| 400]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both
2023-06-11 02:36:07,020 - yago11k_both - [INFO] - [E:397| 500]: Train Loss:0.0011068, Val MRR:0.32616, yago11k_both
2023-06-11 02:37:09,512 - yago11k_both - [INFO] - [E:397| 600]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_both
2023-06-11 02:37:09,513 - yago11k_both - [INFO] - [Epoch:397]: Training Loss:0.001107
2023-06-11 02:37:09,727 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 02:37:21,663 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 02:37:33,414 - yago11k_both - [INFO] - [Evaluating Epoch 397 valid]:
MRR: Tail : 0.41184, Head : 0.23554, Avg : 0.32369
2023-06-11 02:37:33,414 - yago11k_both - [INFO] - [Epoch 397]: Training Loss: 0.0011071, Valid MRR: 0.32616,
2023-06-11 02:37:34,047 - yago11k_both - [INFO] - [E:398| 0]: Train Loss:0.0011113, Val MRR:0.32616, yago11k_both
2023-06-11 02:38:36,942 - yago11k_both - [INFO] - [E:398| 100]: Train Loss:0.0011093, Val MRR:0.32616, yago11k_both
2023-06-11 02:39:39,882 - yago11k_both - [INFO] - [E:398| 200]: Train Loss:0.0011088, Val MRR:0.32616, yago11k_both
2023-06-11 02:40:42,769 - yago11k_both - [INFO] - [E:398| 300]: Train Loss:0.0011082, Val MRR:0.32616, yago11k_both
2023-06-11 02:41:45,734 - yago11k_both - [INFO] - [E:398| 400]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both
2023-06-11 02:42:48,678 - yago11k_both - [INFO] - [E:398| 500]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both
2023-06-11 02:43:51,100 - yago11k_both - [INFO] - [E:398| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_both
2023-06-11 02:43:51,100 - yago11k_both - [INFO] - [Epoch:398]: Training Loss:0.001107
2023-06-11 02:43:51,314 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 02:44:03,240 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 02:44:14,992 - yago11k_both - [INFO] - [Evaluating Epoch 398 valid]:
MRR: Tail : 0.41536, Head : 0.23278, Avg : 0.32407
2023-06-11 02:44:14,992 - yago11k_both - [INFO] - [Epoch 398]: Training Loss: 0.0011072, Valid MRR: 0.32616,
2023-06-11 02:44:15,627 - yago11k_both - [INFO] - [E:399| 0]: Train Loss:0.0010941, Val MRR:0.32616, yago11k_both
2023-06-11 02:45:18,479 - yago11k_both - [INFO] - [E:399| 100]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_both
2023-06-11 02:46:21,476 - yago11k_both - [INFO] - [E:399| 200]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_both
2023-06-11 02:47:24,442 - yago11k_both - [INFO] - [E:399| 300]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both
2023-06-11 02:48:27,400 - yago11k_both - [INFO] - [E:399| 400]: Train Loss:0.0011073, Val MRR:0.32616, yago11k_both
2023-06-11 02:49:30,434 - yago11k_both - [INFO] - [E:399| 500]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_both
2023-06-11 02:50:32,953 - yago11k_both - [INFO] - [E:399| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_both
2023-06-11 02:50:32,954 - yago11k_both - [INFO] - [Epoch:399]: Training Loss:0.001107
2023-06-11 02:50:33,168 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 02:50:45,093 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 02:50:56,851 - yago11k_both - [INFO] - [Evaluating Epoch 399 valid]:
MRR: Tail : 0.41251, Head : 0.23381, Avg : 0.32316
MR: Tail : 636.6, Head : 1029.5, Avg : 833.03
Hit-1: Tail : 0.33134, Head : 0.192, Avg : 0.26167
Hit-3: Tail : 0.44415, Head : 0.23131, Avg : 0.33773
Hit-10: Tail : 0.57724, Head : 0.31675, Avg : 0.447
2023-06-11 02:50:56,851 - yago11k_both - [INFO] - [Epoch 399]: Training Loss: 0.0011072, Valid MRR: 0.32616,
2023-06-11 02:50:57,486 - yago11k_both - [INFO] - [E:400| 0]: Train Loss:0.0010934, Val MRR:0.32616, yago11k_both
2023-06-11 02:52:00,395 - yago11k_both - [INFO] - [E:400| 100]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_both
2023-06-11 02:53:03,310 - yago11k_both - [INFO] - [E:400| 200]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both
2023-06-11 02:54:06,257 - yago11k_both - [INFO] - [E:400| 300]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_both
2023-06-11 02:55:09,179 - yago11k_both - [INFO] - [E:400| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_both
2023-06-11 02:56:12,102 - yago11k_both - [INFO] - [E:400| 500]: Train Loss:0.0011073, Val MRR:0.32616, yago11k_both
2023-06-11 02:57:14,633 - yago11k_both - [INFO] - [E:400| 600]: Train Loss:0.0011071, Val MRR:0.32616, yago11k_both
2023-06-11 02:57:14,633 - yago11k_both - [INFO] - [Epoch:400]: Training Loss:0.001107
2023-06-11 02:57:14,847 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 02:57:26,805 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 02:57:38,599 - yago11k_both - [INFO] - [Evaluating Epoch 400 valid]:
MRR: Tail : 0.40897, Head : 0.23402, Avg : 0.32149
2023-06-11 02:57:38,599 - yago11k_both - [INFO] - [Epoch 400]: Training Loss: 0.0011071, Valid MRR: 0.32616,
2023-06-11 02:57:39,232 - yago11k_both - [INFO] - [E:401| 0]: Train Loss:0.0011318, Val MRR:0.32616, yago11k_both
2023-06-11 02:58:42,043 - yago11k_both - [INFO] - [E:401| 100]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_both
2023-06-11 02:59:44,896 - yago11k_both - [INFO] - [E:401| 200]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both
2023-06-11 03:00:47,795 - yago11k_both - [INFO] - [E:401| 300]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_both
2023-06-11 03:01:50,672 - yago11k_both - [INFO] - [E:401| 400]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both
2023-06-11 03:02:53,567 - yago11k_both - [INFO] - [E:401| 500]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both
2023-06-11 03:03:56,046 - yago11k_both - [INFO] - [E:401| 600]: Train Loss:0.0011072, Val MRR:0.32616, yago11k_both
2023-06-11 03:03:56,046 - yago11k_both - [INFO] - [Epoch:401]: Training Loss:0.001107
2023-06-11 03:03:56,260 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 03:04:08,195 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 03:04:19,946 - yago11k_both - [INFO] - [Evaluating Epoch 401 valid]:
MRR: Tail : 0.41378, Head : 0.23359, Avg : 0.32368
2023-06-11 03:04:19,946 - yago11k_both - [INFO] - [Epoch 401]: Training Loss: 0.0011072, Valid MRR: 0.32616,
2023-06-11 03:04:20,578 - yago11k_both - [INFO] - [E:402| 0]: Train Loss:0.0011035, Val MRR:0.32616, yago11k_both
2023-06-11 03:05:23,452 - yago11k_both - [INFO] - [E:402| 100]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both
2023-06-11 03:06:26,428 - yago11k_both - [INFO] - [E:402| 200]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_both
2023-06-11 03:07:29,357 - yago11k_both - [INFO] - [E:402| 300]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both
2023-06-11 03:08:32,280 - yago11k_both - [INFO] - [E:402| 400]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_both
2023-06-11 03:09:35,255 - yago11k_both - [INFO] - [E:402| 500]: Train Loss:0.0011068, Val MRR:0.32616, yago11k_both
2023-06-11 03:10:37,762 - yago11k_both - [INFO] - [E:402| 600]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both
2023-06-11 03:10:37,762 - yago11k_both - [INFO] - [Epoch:402]: Training Loss:0.001107
2023-06-11 03:10:37,976 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 03:10:49,909 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 03:11:01,698 - yago11k_both - [INFO] - [Evaluating Epoch 402 valid]:
MRR: Tail : 0.41518, Head : 0.23355, Avg : 0.32437
2023-06-11 03:11:01,698 - yago11k_both - [INFO] - [Epoch 402]: Training Loss: 0.001107, Valid MRR: 0.32616,
2023-06-11 03:11:02,338 - yago11k_both - [INFO] - [E:403| 0]: Train Loss:0.0011045, Val MRR:0.32616, yago11k_both
2023-06-11 03:12:05,293 - yago11k_both - [INFO] - [E:403| 100]: Train Loss:0.0011041, Val MRR:0.32616, yago11k_both
2023-06-11 03:13:08,247 - yago11k_both - [INFO] - [E:403| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_both
2023-06-11 03:14:11,185 - yago11k_both - [INFO] - [E:403| 300]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both
2023-06-11 03:15:14,124 - yago11k_both - [INFO] - [E:403| 400]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both
2023-06-11 03:16:17,087 - yago11k_both - [INFO] - [E:403| 500]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_both
2023-06-11 03:17:19,561 - yago11k_both - [INFO] - [E:403| 600]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_both
2023-06-11 03:17:19,561 - yago11k_both - [INFO] - [Epoch:403]: Training Loss:0.001107
2023-06-11 03:17:19,775 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 03:17:31,701 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 03:17:43,461 - yago11k_both - [INFO] - [Evaluating Epoch 403 valid]:
MRR: Tail : 0.41207, Head : 0.2349, Avg : 0.32349
2023-06-11 03:17:43,461 - yago11k_both - [INFO] - [Epoch 403]: Training Loss: 0.0011069, Valid MRR: 0.32616,
2023-06-11 03:17:44,098 - yago11k_both - [INFO] - [E:404| 0]: Train Loss:0.0011172, Val MRR:0.32616, yago11k_both
2023-06-11 03:18:47,042 - yago11k_both - [INFO] - [E:404| 100]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both
2023-06-11 03:19:49,928 - yago11k_both - [INFO] - [E:404| 200]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both
2023-06-11 03:20:52,715 - yago11k_both - [INFO] - [E:404| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both
2023-06-11 03:21:55,726 - yago11k_both - [INFO] - [E:404| 400]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both
2023-06-11 03:22:58,628 - yago11k_both - [INFO] - [E:404| 500]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both
2023-06-11 03:24:01,016 - yago11k_both - [INFO] - [E:404| 600]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both
2023-06-11 03:24:01,017 - yago11k_both - [INFO] - [Epoch:404]: Training Loss:0.001106
2023-06-11 03:24:01,231 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 03:24:13,190 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 03:24:24,960 - yago11k_both - [INFO] - [Evaluating Epoch 404 valid]:
MRR: Tail : 0.41431, Head : 0.23264, Avg : 0.32348
2023-06-11 03:24:24,960 - yago11k_both - [INFO] - [Epoch 404]: Training Loss: 0.0011065, Valid MRR: 0.32616,
2023-06-11 03:24:25,592 - yago11k_both - [INFO] - [E:405| 0]: Train Loss:0.0011046, Val MRR:0.32616, yago11k_both
2023-06-11 03:25:28,471 - yago11k_both - [INFO] - [E:405| 100]: Train Loss:0.0011049, Val MRR:0.32616, yago11k_both
2023-06-11 03:26:31,347 - yago11k_both - [INFO] - [E:405| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_both
2023-06-11 03:27:34,281 - yago11k_both - [INFO] - [E:405| 300]: Train Loss:0.001106, Val MRR:0.32616, yago11k_both
2023-06-11 03:28:37,146 - yago11k_both - [INFO] - [E:405| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_both
2023-06-11 03:29:39,924 - yago11k_both - [INFO] - [E:405| 500]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both
2023-06-11 03:30:42,413 - yago11k_both - [INFO] - [E:405| 600]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both
2023-06-11 03:30:42,414 - yago11k_both - [INFO] - [Epoch:405]: Training Loss:0.001107
2023-06-11 03:30:42,628 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 03:30:54,548 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 03:31:06,306 - yago11k_both - [INFO] - [Evaluating Epoch 405 valid]:
MRR: Tail : 0.41175, Head : 0.2329, Avg : 0.32233
2023-06-11 03:31:06,306 - yago11k_both - [INFO] - [Epoch 405]: Training Loss: 0.001107, Valid MRR: 0.32616,
2023-06-11 03:31:06,941 - yago11k_both - [INFO] - [E:406| 0]: Train Loss:0.0011003, Val MRR:0.32616, yago11k_both
2023-06-11 03:32:09,771 - yago11k_both - [INFO] - [E:406| 100]: Train Loss:0.0011093, Val MRR:0.32616, yago11k_both
2023-06-11 03:33:12,606 - yago11k_both - [INFO] - [E:406| 200]: Train Loss:0.0011092, Val MRR:0.32616, yago11k_both
2023-06-11 03:34:15,431 - yago11k_both - [INFO] - [E:406| 300]: Train Loss:0.0011079, Val MRR:0.32616, yago11k_both
2023-06-11 03:35:18,312 - yago11k_both - [INFO] - [E:406| 400]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_both
2023-06-11 03:36:21,175 - yago11k_both - [INFO] - [E:406| 500]: Train Loss:0.001108, Val MRR:0.32616, yago11k_both
2023-06-11 03:37:23,543 - yago11k_both - [INFO] - [E:406| 600]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_both
2023-06-11 03:37:23,543 - yago11k_both - [INFO] - [Epoch:406]: Training Loss:0.001108
2023-06-11 03:37:23,757 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 03:37:35,673 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 03:37:47,438 - yago11k_both - [INFO] - [Evaluating Epoch 406 valid]:
MRR: Tail : 0.41662, Head : 0.23331, Avg : 0.32497
2023-06-11 03:37:47,438 - yago11k_both - [INFO] - [Epoch 406]: Training Loss: 0.0011076, Valid MRR: 0.32616,
2023-06-11 03:37:48,073 - yago11k_both - [INFO] - [E:407| 0]: Train Loss:0.0011083, Val MRR:0.32616, yago11k_both
2023-06-11 03:38:50,934 - yago11k_both - [INFO] - [E:407| 100]: Train Loss:0.0011096, Val MRR:0.32616, yago11k_both
2023-06-11 03:39:53,746 - yago11k_both - [INFO] - [E:407| 200]: Train Loss:0.001108, Val MRR:0.32616, yago11k_both
2023-06-11 03:40:56,535 - yago11k_both - [INFO] - [E:407| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both
2023-06-11 03:41:59,499 - yago11k_both - [INFO] - [E:407| 400]: Train Loss:0.0011066, Val MRR:0.32616, yago11k_both
2023-06-11 03:43:02,407 - yago11k_both - [INFO] - [E:407| 500]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both
2023-06-11 03:44:04,957 - yago11k_both - [INFO] - [E:407| 600]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_both
2023-06-11 03:44:04,957 - yago11k_both - [INFO] - [Epoch:407]: Training Loss:0.001107
2023-06-11 03:44:05,172 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 03:44:17,091 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 03:44:28,854 - yago11k_both - [INFO] - [Evaluating Epoch 407 valid]:
MRR: Tail : 0.41516, Head : 0.23588, Avg : 0.32552
2023-06-11 03:44:28,854 - yago11k_both - [INFO] - [Epoch 407]: Training Loss: 0.0011067, Valid MRR: 0.32616,
2023-06-11 03:44:29,489 - yago11k_both - [INFO] - [E:408| 0]: Train Loss:0.0010984, Val MRR:0.32616, yago11k_both
2023-06-11 03:45:32,312 - yago11k_both - [INFO] - [E:408| 100]: Train Loss:0.0011078, Val MRR:0.32616, yago11k_both
2023-06-11 03:46:35,235 - yago11k_both - [INFO] - [E:408| 200]: Train Loss:0.0011076, Val MRR:0.32616, yago11k_both
2023-06-11 03:47:38,189 - yago11k_both - [INFO] - [E:408| 300]: Train Loss:0.0011075, Val MRR:0.32616, yago11k_both
2023-06-11 03:48:41,031 - yago11k_both - [INFO] - [E:408| 400]: Train Loss:0.0011068, Val MRR:0.32616, yago11k_both
2023-06-11 03:49:43,896 - yago11k_both - [INFO] - [E:408| 500]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_both
2023-06-11 03:50:46,341 - yago11k_both - [INFO] - [E:408| 600]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both
2023-06-11 03:50:46,341 - yago11k_both - [INFO] - [Epoch:408]: Training Loss:0.001106
2023-06-11 03:50:46,555 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 03:50:58,509 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 03:51:10,277 - yago11k_both - [INFO] - [Evaluating Epoch 408 valid]:
MRR: Tail : 0.41071, Head : 0.23214, Avg : 0.32142
2023-06-11 03:51:10,277 - yago11k_both - [INFO] - [Epoch 408]: Training Loss: 0.0011065, Valid MRR: 0.32616,
2023-06-11 03:51:10,912 - yago11k_both - [INFO] - [E:409| 0]: Train Loss:0.0010873, Val MRR:0.32616, yago11k_both
2023-06-11 03:52:13,853 - yago11k_both - [INFO] - [E:409| 100]: Train Loss:0.0011067, Val MRR:0.32616, yago11k_both
2023-06-11 03:53:16,776 - yago11k_both - [INFO] - [E:409| 200]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both
2023-06-11 03:54:19,659 - yago11k_both - [INFO] - [E:409| 300]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_both
2023-06-11 03:55:22,577 - yago11k_both - [INFO] - [E:409| 400]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both
2023-06-11 03:56:25,512 - yago11k_both - [INFO] - [E:409| 500]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both
2023-06-11 03:57:27,939 - yago11k_both - [INFO] - [E:409| 600]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both
2023-06-11 03:57:27,939 - yago11k_both - [INFO] - [Epoch:409]: Training Loss:0.001106
2023-06-11 03:57:28,154 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 03:57:40,085 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 03:57:51,851 - yago11k_both - [INFO] - [Evaluating Epoch 409 valid]:
MRR: Tail : 0.41303, Head : 0.23298, Avg : 0.32301
MR: Tail : 664.73, Head : 1025.6, Avg : 845.15
Hit-1: Tail : 0.33051, Head : 0.19214, Avg : 0.26132
Hit-3: Tail : 0.44679, Head : 0.23131, Avg : 0.33905
Hit-10: Tail : 0.57433, Head : 0.31092, Avg : 0.44262
2023-06-11 03:57:51,852 - yago11k_both - [INFO] - [Epoch 409]: Training Loss: 0.0011064, Valid MRR: 0.32616,
2023-06-11 03:57:52,487 - yago11k_both - [INFO] - [E:410| 0]: Train Loss:0.0011203, Val MRR:0.32616, yago11k_both
2023-06-11 03:58:55,321 - yago11k_both - [INFO] - [E:410| 100]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_both
2023-06-11 03:59:58,209 - yago11k_both - [INFO] - [E:410| 200]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_both
2023-06-11 04:01:01,130 - yago11k_both - [INFO] - [E:410| 300]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both
2023-06-11 04:02:04,079 - yago11k_both - [INFO] - [E:410| 400]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both
2023-06-11 04:03:06,953 - yago11k_both - [INFO] - [E:410| 500]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_both
2023-06-11 04:04:09,485 - yago11k_both - [INFO] - [E:410| 600]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both
2023-06-11 04:04:09,486 - yago11k_both - [INFO] - [Epoch:410]: Training Loss:0.001106
2023-06-11 04:04:09,700 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 04:04:21,639 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 04:04:33,423 - yago11k_both - [INFO] - [Evaluating Epoch 410 valid]:
MRR: Tail : 0.41492, Head : 0.23389, Avg : 0.3244
2023-06-11 04:04:33,423 - yago11k_both - [INFO] - [Epoch 410]: Training Loss: 0.0011062, Valid MRR: 0.32616,
2023-06-11 04:04:34,062 - yago11k_both - [INFO] - [E:411| 0]: Train Loss:0.001112, Val MRR:0.32616, yago11k_both
2023-06-11 04:05:37,002 - yago11k_both - [INFO] - [E:411| 100]: Train Loss:0.0011046, Val MRR:0.32616, yago11k_both
2023-06-11 04:06:39,887 - yago11k_both - [INFO] - [E:411| 200]: Train Loss:0.0011052, Val MRR:0.32616, yago11k_both
2023-06-11 04:07:42,727 - yago11k_both - [INFO] - [E:411| 300]: Train Loss:0.0011056, Val MRR:0.32616, yago11k_both
2023-06-11 04:08:45,652 - yago11k_both - [INFO] - [E:411| 400]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_both
2023-06-11 04:09:48,525 - yago11k_both - [INFO] - [E:411| 500]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_both
2023-06-11 04:10:51,055 - yago11k_both - [INFO] - [E:411| 600]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both
2023-06-11 04:10:51,056 - yago11k_both - [INFO] - [Epoch:411]: Training Loss:0.001106
2023-06-11 04:10:51,269 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 04:11:03,207 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 04:11:14,971 - yago11k_both - [INFO] - [Evaluating Epoch 411 valid]:
MRR: Tail : 0.41539, Head : 0.23504, Avg : 0.32521
2023-06-11 04:11:14,971 - yago11k_both - [INFO] - [Epoch 411]: Training Loss: 0.0011064, Valid MRR: 0.32616,
2023-06-11 04:11:15,608 - yago11k_both - [INFO] - [E:412| 0]: Train Loss:0.0011086, Val MRR:0.32616, yago11k_both
2023-06-11 04:12:18,476 - yago11k_both - [INFO] - [E:412| 100]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_both
2023-06-11 04:13:21,266 - yago11k_both - [INFO] - [E:412| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_both
2023-06-11 04:14:24,215 - yago11k_both - [INFO] - [E:412| 300]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_both
2023-06-11 04:15:27,206 - yago11k_both - [INFO] - [E:412| 400]: Train Loss:0.001106, Val MRR:0.32616, yago11k_both
2023-06-11 04:16:30,081 - yago11k_both - [INFO] - [E:412| 500]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both
2023-06-11 04:17:32,677 - yago11k_both - [INFO] - [E:412| 600]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both
2023-06-11 04:17:32,677 - yago11k_both - [INFO] - [Epoch:412]: Training Loss:0.001106
2023-06-11 04:17:32,894 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 04:17:44,837 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 04:17:56,619 - yago11k_both - [INFO] - [Evaluating Epoch 412 valid]:
MRR: Tail : 0.41186, Head : 0.23542, Avg : 0.32364
2023-06-11 04:17:56,620 - yago11k_both - [INFO] - [Epoch 412]: Training Loss: 0.0011065, Valid MRR: 0.32616,
2023-06-11 04:17:57,258 - yago11k_both - [INFO] - [E:413| 0]: Train Loss:0.0010921, Val MRR:0.32616, yago11k_both
2023-06-11 04:19:00,185 - yago11k_both - [INFO] - [E:413| 100]: Train Loss:0.001106, Val MRR:0.32616, yago11k_both
2023-06-11 04:20:03,053 - yago11k_both - [INFO] - [E:413| 200]: Train Loss:0.0011069, Val MRR:0.32616, yago11k_both
2023-06-11 04:21:05,997 - yago11k_both - [INFO] - [E:413| 300]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_both
2023-06-11 04:22:08,955 - yago11k_both - [INFO] - [E:413| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_both
2023-06-11 04:23:11,821 - yago11k_both - [INFO] - [E:413| 500]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both
2023-06-11 04:24:14,326 - yago11k_both - [INFO] - [E:413| 600]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both
2023-06-11 04:24:14,326 - yago11k_both - [INFO] - [Epoch:413]: Training Loss:0.001106
2023-06-11 04:24:14,540 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 04:24:26,463 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 04:24:38,214 - yago11k_both - [INFO] - [Evaluating Epoch 413 valid]:
MRR: Tail : 0.41253, Head : 0.2361, Avg : 0.32432
2023-06-11 04:24:38,214 - yago11k_both - [INFO] - [Epoch 413]: Training Loss: 0.0011064, Valid MRR: 0.32616,
2023-06-11 04:24:38,850 - yago11k_both - [INFO] - [E:414| 0]: Train Loss:0.0011106, Val MRR:0.32616, yago11k_both
2023-06-11 04:25:41,669 - yago11k_both - [INFO] - [E:414| 100]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both
2023-06-11 04:26:44,576 - yago11k_both - [INFO] - [E:414| 200]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_both
2023-06-11 04:27:47,437 - yago11k_both - [INFO] - [E:414| 300]: Train Loss:0.0011056, Val MRR:0.32616, yago11k_both
2023-06-11 04:28:50,344 - yago11k_both - [INFO] - [E:414| 400]: Train Loss:0.0011065, Val MRR:0.32616, yago11k_both
2023-06-11 04:29:53,261 - yago11k_both - [INFO] - [E:414| 500]: Train Loss:0.0011063, Val MRR:0.32616, yago11k_both
2023-06-11 04:30:55,715 - yago11k_both - [INFO] - [E:414| 600]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both
2023-06-11 04:30:55,716 - yago11k_both - [INFO] - [Epoch:414]: Training Loss:0.001106
2023-06-11 04:30:55,929 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 04:31:07,847 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 04:31:19,617 - yago11k_both - [INFO] - [Evaluating Epoch 414 valid]:
MRR: Tail : 0.41166, Head : 0.23296, Avg : 0.32231
2023-06-11 04:31:19,617 - yago11k_both - [INFO] - [Epoch 414]: Training Loss: 0.0011062, Valid MRR: 0.32616,
2023-06-11 04:31:20,255 - yago11k_both - [INFO] - [E:415| 0]: Train Loss:0.0010963, Val MRR:0.32616, yago11k_both
2023-06-11 04:32:23,208 - yago11k_both - [INFO] - [E:415| 100]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_both
2023-06-11 04:33:26,083 - yago11k_both - [INFO] - [E:415| 200]: Train Loss:0.0011048, Val MRR:0.32616, yago11k_both
2023-06-11 04:34:29,040 - yago11k_both - [INFO] - [E:415| 300]: Train Loss:0.001105, Val MRR:0.32616, yago11k_both
2023-06-11 04:35:31,998 - yago11k_both - [INFO] - [E:415| 400]: Train Loss:0.0011048, Val MRR:0.32616, yago11k_both
2023-06-11 04:36:34,967 - yago11k_both - [INFO] - [E:415| 500]: Train Loss:0.0011054, Val MRR:0.32616, yago11k_both
2023-06-11 04:37:37,507 - yago11k_both - [INFO] - [E:415| 600]: Train Loss:0.001106, Val MRR:0.32616, yago11k_both
2023-06-11 04:37:37,507 - yago11k_both - [INFO] - [Epoch:415]: Training Loss:0.001106
2023-06-11 04:37:37,720 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 04:37:49,645 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 04:38:01,417 - yago11k_both - [INFO] - [Evaluating Epoch 415 valid]:
MRR: Tail : 0.41114, Head : 0.23275, Avg : 0.32194
2023-06-11 04:38:01,417 - yago11k_both - [INFO] - [Epoch 415]: Training Loss: 0.001106, Valid MRR: 0.32616,
2023-06-11 04:38:02,052 - yago11k_both - [INFO] - [E:416| 0]: Train Loss:0.0011231, Val MRR:0.32616, yago11k_both
2023-06-11 04:39:04,967 - yago11k_both - [INFO] - [E:416| 100]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_both
2023-06-11 04:40:07,843 - yago11k_both - [INFO] - [E:416| 200]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both
2023-06-11 04:41:10,797 - yago11k_both - [INFO] - [E:416| 300]: Train Loss:0.001106, Val MRR:0.32616, yago11k_both
2023-06-11 04:42:13,751 - yago11k_both - [INFO] - [E:416| 400]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_both
2023-06-11 04:43:16,689 - yago11k_both - [INFO] - [E:416| 500]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_both
2023-06-11 04:44:19,260 - yago11k_both - [INFO] - [E:416| 600]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_both
2023-06-11 04:44:19,260 - yago11k_both - [INFO] - [Epoch:416]: Training Loss:0.001106
2023-06-11 04:44:19,475 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 04:44:31,413 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 04:44:43,193 - yago11k_both - [INFO] - [Evaluating Epoch 416 valid]:
MRR: Tail : 0.41167, Head : 0.23252, Avg : 0.3221
2023-06-11 04:44:43,194 - yago11k_both - [INFO] - [Epoch 416]: Training Loss: 0.0011058, Valid MRR: 0.32616,
2023-06-11 04:44:43,838 - yago11k_both - [INFO] - [E:417| 0]: Train Loss:0.0011095, Val MRR:0.32616, yago11k_both
2023-06-11 04:45:46,690 - yago11k_both - [INFO] - [E:417| 100]: Train Loss:0.0011074, Val MRR:0.32616, yago11k_both
2023-06-11 04:46:49,582 - yago11k_both - [INFO] - [E:417| 200]: Train Loss:0.0011077, Val MRR:0.32616, yago11k_both
2023-06-11 04:47:52,547 - yago11k_both - [INFO] - [E:417| 300]: Train Loss:0.0011066, Val MRR:0.32616, yago11k_both
2023-06-11 04:48:55,445 - yago11k_both - [INFO] - [E:417| 400]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_both
2023-06-11 04:49:58,342 - yago11k_both - [INFO] - [E:417| 500]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_both
2023-06-11 04:51:00,764 - yago11k_both - [INFO] - [E:417| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_both
2023-06-11 04:51:00,764 - yago11k_both - [INFO] - [Epoch:417]: Training Loss:0.001106
2023-06-11 04:51:00,978 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 04:51:12,903 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 04:51:24,670 - yago11k_both - [INFO] - [Evaluating Epoch 417 valid]:
MRR: Tail : 0.41553, Head : 0.23326, Avg : 0.3244
2023-06-11 04:51:24,671 - yago11k_both - [INFO] - [Epoch 417]: Training Loss: 0.0011057, Valid MRR: 0.32616,
2023-06-11 04:51:25,308 - yago11k_both - [INFO] - [E:418| 0]: Train Loss:0.0011153, Val MRR:0.32616, yago11k_both
2023-06-11 04:52:28,237 - yago11k_both - [INFO] - [E:418| 100]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_both
2023-06-11 04:53:31,155 - yago11k_both - [INFO] - [E:418| 200]: Train Loss:0.0011058, Val MRR:0.32616, yago11k_both
2023-06-11 04:54:34,005 - yago11k_both - [INFO] - [E:418| 300]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_both
2023-06-11 04:55:36,859 - yago11k_both - [INFO] - [E:418| 400]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both
2023-06-11 04:56:39,729 - yago11k_both - [INFO] - [E:418| 500]: Train Loss:0.001106, Val MRR:0.32616, yago11k_both
2023-06-11 04:57:42,223 - yago11k_both - [INFO] - [E:418| 600]: Train Loss:0.001106, Val MRR:0.32616, yago11k_both
2023-06-11 04:57:42,224 - yago11k_both - [INFO] - [Epoch:418]: Training Loss:0.001106
2023-06-11 04:57:42,439 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 04:57:54,367 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 04:58:06,145 - yago11k_both - [INFO] - [Evaluating Epoch 418 valid]:
MRR: Tail : 0.40846, Head : 0.23295, Avg : 0.32071
2023-06-11 04:58:06,145 - yago11k_both - [INFO] - [Epoch 418]: Training Loss: 0.001106, Valid MRR: 0.32616,
2023-06-11 04:58:06,780 - yago11k_both - [INFO] - [E:419| 0]: Train Loss:0.0011118, Val MRR:0.32616, yago11k_both
2023-06-11 04:59:09,767 - yago11k_both - [INFO] - [E:419| 100]: Train Loss:0.0011081, Val MRR:0.32616, yago11k_both
2023-06-11 05:00:12,555 - yago11k_both - [INFO] - [E:419| 200]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both
2023-06-11 05:01:15,496 - yago11k_both - [INFO] - [E:419| 300]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_both
2023-06-11 05:02:18,437 - yago11k_both - [INFO] - [E:419| 400]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both
2023-06-11 05:03:21,322 - yago11k_both - [INFO] - [E:419| 500]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_both
2023-06-11 05:04:23,840 - yago11k_both - [INFO] - [E:419| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_both
2023-06-11 05:04:23,840 - yago11k_both - [INFO] - [Epoch:419]: Training Loss:0.001106
2023-06-11 05:04:24,054 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 05:04:35,978 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 05:04:47,744 - yago11k_both - [INFO] - [Evaluating Epoch 419 valid]:
MRR: Tail : 0.41221, Head : 0.2333, Avg : 0.32275
MR: Tail : 646.34, Head : 1043.8, Avg : 845.06
Hit-1: Tail : 0.33134, Head : 0.19144, Avg : 0.26139
Hit-3: Tail : 0.44429, Head : 0.23173, Avg : 0.33801
Hit-10: Tail : 0.57627, Head : 0.31467, Avg : 0.44547
2023-06-11 05:04:47,744 - yago11k_both - [INFO] - [Epoch 419]: Training Loss: 0.0011057, Valid MRR: 0.32616,
2023-06-11 05:04:48,379 - yago11k_both - [INFO] - [E:420| 0]: Train Loss:0.0010997, Val MRR:0.32616, yago11k_both
2023-06-11 05:05:51,274 - yago11k_both - [INFO] - [E:420| 100]: Train Loss:0.0011042, Val MRR:0.32616, yago11k_both
2023-06-11 05:06:54,222 - yago11k_both - [INFO] - [E:420| 200]: Train Loss:0.0011056, Val MRR:0.32616, yago11k_both
2023-06-11 05:07:57,198 - yago11k_both - [INFO] - [E:420| 300]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both
2023-06-11 05:09:00,043 - yago11k_both - [INFO] - [E:420| 400]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both
2023-06-11 05:10:02,841 - yago11k_both - [INFO] - [E:420| 500]: Train Loss:0.0011056, Val MRR:0.32616, yago11k_both
2023-06-11 05:11:05,470 - yago11k_both - [INFO] - [E:420| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_both
2023-06-11 05:11:05,470 - yago11k_both - [INFO] - [Epoch:420]: Training Loss:0.001106
2023-06-11 05:11:05,683 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 05:11:17,611 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 05:11:29,382 - yago11k_both - [INFO] - [Evaluating Epoch 420 valid]:
MRR: Tail : 0.41398, Head : 0.23484, Avg : 0.32441
2023-06-11 05:11:29,383 - yago11k_both - [INFO] - [Epoch 420]: Training Loss: 0.0011057, Valid MRR: 0.32616,
2023-06-11 05:11:30,017 - yago11k_both - [INFO] - [E:421| 0]: Train Loss:0.001107, Val MRR:0.32616, yago11k_both
2023-06-11 05:12:32,964 - yago11k_both - [INFO] - [E:421| 100]: Train Loss:0.0011049, Val MRR:0.32616, yago11k_both
2023-06-11 05:13:35,829 - yago11k_both - [INFO] - [E:421| 200]: Train Loss:0.0011066, Val MRR:0.32616, yago11k_both
2023-06-11 05:14:38,727 - yago11k_both - [INFO] - [E:421| 300]: Train Loss:0.0011064, Val MRR:0.32616, yago11k_both
2023-06-11 05:15:41,539 - yago11k_both - [INFO] - [E:421| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_both
2023-06-11 05:16:44,440 - yago11k_both - [INFO] - [E:421| 500]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_both
2023-06-11 05:17:46,961 - yago11k_both - [INFO] - [E:421| 600]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_both
2023-06-11 05:17:46,961 - yago11k_both - [INFO] - [Epoch:421]: Training Loss:0.001106
2023-06-11 05:17:47,176 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 05:17:59,097 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 05:18:10,856 - yago11k_both - [INFO] - [Evaluating Epoch 421 valid]:
MRR: Tail : 0.41824, Head : 0.2335, Avg : 0.32587
2023-06-11 05:18:10,856 - yago11k_both - [INFO] - [Epoch 421]: Training Loss: 0.0011055, Valid MRR: 0.32616,
2023-06-11 05:18:11,490 - yago11k_both - [INFO] - [E:422| 0]: Train Loss:0.0011008, Val MRR:0.32616, yago11k_both
2023-06-11 05:19:14,341 - yago11k_both - [INFO] - [E:422| 100]: Train Loss:0.0011054, Val MRR:0.32616, yago11k_both
2023-06-11 05:20:17,247 - yago11k_both - [INFO] - [E:422| 200]: Train Loss:0.0011051, Val MRR:0.32616, yago11k_both
2023-06-11 05:21:20,070 - yago11k_both - [INFO] - [E:422| 300]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_both
2023-06-11 05:22:22,915 - yago11k_both - [INFO] - [E:422| 400]: Train Loss:0.0011056, Val MRR:0.32616, yago11k_both
2023-06-11 05:23:25,761 - yago11k_both - [INFO] - [E:422| 500]: Train Loss:0.0011059, Val MRR:0.32616, yago11k_both
2023-06-11 05:24:28,214 - yago11k_both - [INFO] - [E:422| 600]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_both
2023-06-11 05:24:28,214 - yago11k_both - [INFO] - [Epoch:422]: Training Loss:0.001105
2023-06-11 05:24:28,429 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 05:24:40,372 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 05:24:52,143 - yago11k_both - [INFO] - [Evaluating Epoch 422 valid]:
MRR: Tail : 0.4135, Head : 0.235, Avg : 0.32425
2023-06-11 05:24:52,143 - yago11k_both - [INFO] - [Epoch 422]: Training Loss: 0.0011055, Valid MRR: 0.32616,
2023-06-11 05:24:52,781 - yago11k_both - [INFO] - [E:423| 0]: Train Loss:0.0010893, Val MRR:0.32616, yago11k_both
2023-06-11 05:25:55,740 - yago11k_both - [INFO] - [E:423| 100]: Train Loss:0.0011023, Val MRR:0.32616, yago11k_both
2023-06-11 05:26:58,607 - yago11k_both - [INFO] - [E:423| 200]: Train Loss:0.0011045, Val MRR:0.32616, yago11k_both
2023-06-11 05:28:01,563 - yago11k_both - [INFO] - [E:423| 300]: Train Loss:0.0011048, Val MRR:0.32616, yago11k_both
2023-06-11 05:29:04,464 - yago11k_both - [INFO] - [E:423| 400]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_both
2023-06-11 05:30:07,280 - yago11k_both - [INFO] - [E:423| 500]: Train Loss:0.0011056, Val MRR:0.32616, yago11k_both
2023-06-11 05:31:09,695 - yago11k_both - [INFO] - [E:423| 600]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_both
2023-06-11 05:31:09,696 - yago11k_both - [INFO] - [Epoch:423]: Training Loss:0.001106
2023-06-11 05:31:09,910 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 05:31:21,829 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 05:31:33,629 - yago11k_both - [INFO] - [Evaluating Epoch 423 valid]:
MRR: Tail : 0.40776, Head : 0.23329, Avg : 0.32053
2023-06-11 05:31:33,630 - yago11k_both - [INFO] - [Epoch 423]: Training Loss: 0.0011057, Valid MRR: 0.32616,
2023-06-11 05:31:34,263 - yago11k_both - [INFO] - [E:424| 0]: Train Loss:0.0011189, Val MRR:0.32616, yago11k_both
2023-06-11 05:32:37,085 - yago11k_both - [INFO] - [E:424| 100]: Train Loss:0.0011062, Val MRR:0.32616, yago11k_both
2023-06-11 05:33:40,025 - yago11k_both - [INFO] - [E:424| 200]: Train Loss:0.0011057, Val MRR:0.32616, yago11k_both
2023-06-11 05:34:42,968 - yago11k_both - [INFO] - [E:424| 300]: Train Loss:0.0011061, Val MRR:0.32616, yago11k_both
2023-06-11 05:35:45,811 - yago11k_both - [INFO] - [E:424| 400]: Train Loss:0.0011054, Val MRR:0.32616, yago11k_both
2023-06-11 05:36:48,713 - yago11k_both - [INFO] - [E:424| 500]: Train Loss:0.0011055, Val MRR:0.32616, yago11k_both
2023-06-11 05:37:51,231 - yago11k_both - [INFO] - [E:424| 600]: Train Loss:0.0011054, Val MRR:0.32616, yago11k_both
2023-06-11 05:37:51,232 - yago11k_both - [INFO] - [Epoch:424]: Training Loss:0.001105
2023-06-11 05:37:51,446 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 05:38:03,375 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 05:38:15,145 - yago11k_both - [INFO] - [Evaluating Epoch 424 valid]:
MRR: Tail : 0.41703, Head : 0.23558, Avg : 0.32631
2023-06-11 05:38:16,107 - yago11k_both - [INFO] - [Epoch 424]: Training Loss: 0.0011054, Valid MRR: 0.32631,
2023-06-11 05:38:16,746 - yago11k_both - [INFO] - [E:425| 0]: Train Loss:0.0011104, Val MRR:0.32631, yago11k_both
2023-06-11 05:39:19,717 - yago11k_both - [INFO] - [E:425| 100]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both
2023-06-11 05:40:22,616 - yago11k_both - [INFO] - [E:425| 200]: Train Loss:0.001105, Val MRR:0.32631, yago11k_both
2023-06-11 05:41:25,456 - yago11k_both - [INFO] - [E:425| 300]: Train Loss:0.0011056, Val MRR:0.32631, yago11k_both
2023-06-11 05:42:28,282 - yago11k_both - [INFO] - [E:425| 400]: Train Loss:0.0011056, Val MRR:0.32631, yago11k_both
2023-06-11 05:43:31,165 - yago11k_both - [INFO] - [E:425| 500]: Train Loss:0.0011055, Val MRR:0.32631, yago11k_both
2023-06-11 05:44:33,635 - yago11k_both - [INFO] - [E:425| 600]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_both
2023-06-11 05:44:33,635 - yago11k_both - [INFO] - [Epoch:425]: Training Loss:0.001105
2023-06-11 05:44:33,849 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 05:44:45,775 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 05:44:57,541 - yago11k_both - [INFO] - [Evaluating Epoch 425 valid]:
MRR: Tail : 0.41391, Head : 0.23585, Avg : 0.32488
2023-06-11 05:44:57,542 - yago11k_both - [INFO] - [Epoch 425]: Training Loss: 0.0011053, Valid MRR: 0.32631,
2023-06-11 05:44:58,176 - yago11k_both - [INFO] - [E:426| 0]: Train Loss:0.0011018, Val MRR:0.32631, yago11k_both
2023-06-11 05:46:01,081 - yago11k_both - [INFO] - [E:426| 100]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_both
2023-06-11 05:47:04,084 - yago11k_both - [INFO] - [E:426| 200]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_both
2023-06-11 05:48:06,985 - yago11k_both - [INFO] - [E:426| 300]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_both
2023-06-11 05:49:09,912 - yago11k_both - [INFO] - [E:426| 400]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_both
2023-06-11 05:50:12,803 - yago11k_both - [INFO] - [E:426| 500]: Train Loss:0.0011049, Val MRR:0.32631, yago11k_both
2023-06-11 05:51:15,263 - yago11k_both - [INFO] - [E:426| 600]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_both
2023-06-11 05:51:15,264 - yago11k_both - [INFO] - [Epoch:426]: Training Loss:0.001105
2023-06-11 05:51:15,478 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 05:51:27,412 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 05:51:39,180 - yago11k_both - [INFO] - [Evaluating Epoch 426 valid]:
MRR: Tail : 0.41439, Head : 0.23477, Avg : 0.32458
2023-06-11 05:51:39,180 - yago11k_both - [INFO] - [Epoch 426]: Training Loss: 0.0011051, Valid MRR: 0.32631,
2023-06-11 05:51:39,817 - yago11k_both - [INFO] - [E:427| 0]: Train Loss:0.0010933, Val MRR:0.32631, yago11k_both
2023-06-11 05:52:42,739 - yago11k_both - [INFO] - [E:427| 100]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_both
2023-06-11 05:53:45,550 - yago11k_both - [INFO] - [E:427| 200]: Train Loss:0.0011062, Val MRR:0.32631, yago11k_both
2023-06-11 05:54:48,379 - yago11k_both - [INFO] - [E:427| 300]: Train Loss:0.0011056, Val MRR:0.32631, yago11k_both
2023-06-11 05:55:51,269 - yago11k_both - [INFO] - [E:427| 400]: Train Loss:0.0011059, Val MRR:0.32631, yago11k_both
2023-06-11 05:56:54,085 - yago11k_both - [INFO] - [E:427| 500]: Train Loss:0.0011054, Val MRR:0.32631, yago11k_both
2023-06-11 05:57:56,613 - yago11k_both - [INFO] - [E:427| 600]: Train Loss:0.0011052, Val MRR:0.32631, yago11k_both
2023-06-11 05:57:56,613 - yago11k_both - [INFO] - [Epoch:427]: Training Loss:0.001105
2023-06-11 05:57:56,829 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 05:58:08,785 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 05:58:20,571 - yago11k_both - [INFO] - [Evaluating Epoch 427 valid]:
MRR: Tail : 0.4116, Head : 0.23329, Avg : 0.32244
2023-06-11 05:58:20,571 - yago11k_both - [INFO] - [Epoch 427]: Training Loss: 0.0011052, Valid MRR: 0.32631,
2023-06-11 05:58:21,207 - yago11k_both - [INFO] - [E:428| 0]: Train Loss:0.0010884, Val MRR:0.32631, yago11k_both
2023-06-11 05:59:24,104 - yago11k_both - [INFO] - [E:428| 100]: Train Loss:0.0011062, Val MRR:0.32631, yago11k_both
2023-06-11 06:00:26,993 - yago11k_both - [INFO] - [E:428| 200]: Train Loss:0.0011056, Val MRR:0.32631, yago11k_both
2023-06-11 06:01:29,958 - yago11k_both - [INFO] - [E:428| 300]: Train Loss:0.001105, Val MRR:0.32631, yago11k_both
2023-06-11 06:02:32,859 - yago11k_both - [INFO] - [E:428| 400]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_both
2023-06-11 06:03:35,766 - yago11k_both - [INFO] - [E:428| 500]: Train Loss:0.0011054, Val MRR:0.32631, yago11k_both
2023-06-11 06:04:38,249 - yago11k_both - [INFO] - [E:428| 600]: Train Loss:0.001105, Val MRR:0.32631, yago11k_both
2023-06-11 06:04:38,249 - yago11k_both - [INFO] - [Epoch:428]: Training Loss:0.001105
2023-06-11 06:04:38,463 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 06:04:50,388 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 06:05:02,145 - yago11k_both - [INFO] - [Evaluating Epoch 428 valid]:
MRR: Tail : 0.41183, Head : 0.23423, Avg : 0.32303
2023-06-11 06:05:02,145 - yago11k_both - [INFO] - [Epoch 428]: Training Loss: 0.001105, Valid MRR: 0.32631,
2023-06-11 06:05:02,778 - yago11k_both - [INFO] - [E:429| 0]: Train Loss:0.0010839, Val MRR:0.32631, yago11k_both
2023-06-11 06:06:05,588 - yago11k_both - [INFO] - [E:429| 100]: Train Loss:0.0011023, Val MRR:0.32631, yago11k_both
2023-06-11 06:07:08,447 - yago11k_both - [INFO] - [E:429| 200]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_both
2023-06-11 06:08:11,224 - yago11k_both - [INFO] - [E:429| 300]: Train Loss:0.0011045, Val MRR:0.32631, yago11k_both
2023-06-11 06:09:14,034 - yago11k_both - [INFO] - [E:429| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_both
2023-06-11 06:10:16,915 - yago11k_both - [INFO] - [E:429| 500]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both
2023-06-11 06:11:19,371 - yago11k_both - [INFO] - [E:429| 600]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both
2023-06-11 06:11:19,371 - yago11k_both - [INFO] - [Epoch:429]: Training Loss:0.001105
2023-06-11 06:11:19,584 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 06:11:31,507 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 06:11:43,277 - yago11k_both - [INFO] - [Evaluating Epoch 429 valid]:
MRR: Tail : 0.41487, Head : 0.23401, Avg : 0.32444
MR: Tail : 652.24, Head : 1010.8, Avg : 831.5
Hit-1: Tail : 0.33162, Head : 0.19283, Avg : 0.26223
Hit-3: Tail : 0.45304, Head : 0.23159, Avg : 0.34232
Hit-10: Tail : 0.58127, Head : 0.31412, Avg : 0.44769
2023-06-11 06:11:43,277 - yago11k_both - [INFO] - [Epoch 429]: Training Loss: 0.0011047, Valid MRR: 0.32631,
2023-06-11 06:11:43,914 - yago11k_both - [INFO] - [E:430| 0]: Train Loss:0.0011056, Val MRR:0.32631, yago11k_both
2023-06-11 06:12:46,747 - yago11k_both - [INFO] - [E:430| 100]: Train Loss:0.0011087, Val MRR:0.32631, yago11k_both
2023-06-11 06:13:49,664 - yago11k_both - [INFO] - [E:430| 200]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_both
2023-06-11 06:14:52,632 - yago11k_both - [INFO] - [E:430| 300]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_both
2023-06-11 06:15:55,541 - yago11k_both - [INFO] - [E:430| 400]: Train Loss:0.001105, Val MRR:0.32631, yago11k_both
2023-06-11 06:16:58,478 - yago11k_both - [INFO] - [E:430| 500]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_both
2023-06-11 06:18:00,957 - yago11k_both - [INFO] - [E:430| 600]: Train Loss:0.0011049, Val MRR:0.32631, yago11k_both
2023-06-11 06:18:00,957 - yago11k_both - [INFO] - [Epoch:430]: Training Loss:0.001105
2023-06-11 06:18:01,172 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 06:18:13,101 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 06:18:24,858 - yago11k_both - [INFO] - [Evaluating Epoch 430 valid]:
MRR: Tail : 0.41085, Head : 0.23533, Avg : 0.32309
2023-06-11 06:18:24,858 - yago11k_both - [INFO] - [Epoch 430]: Training Loss: 0.0011049, Valid MRR: 0.32631,
2023-06-11 06:18:25,494 - yago11k_both - [INFO] - [E:431| 0]: Train Loss:0.0010948, Val MRR:0.32631, yago11k_both
2023-06-11 06:19:28,499 - yago11k_both - [INFO] - [E:431| 100]: Train Loss:0.0011028, Val MRR:0.32631, yago11k_both
2023-06-11 06:20:31,436 - yago11k_both - [INFO] - [E:431| 200]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both
2023-06-11 06:21:34,244 - yago11k_both - [INFO] - [E:431| 300]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_both
2023-06-11 06:22:37,144 - yago11k_both - [INFO] - [E:431| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_both
2023-06-11 06:23:40,051 - yago11k_both - [INFO] - [E:431| 500]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_both
2023-06-11 06:24:42,494 - yago11k_both - [INFO] - [E:431| 600]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_both
2023-06-11 06:24:42,495 - yago11k_both - [INFO] - [Epoch:431]: Training Loss:0.001105
2023-06-11 06:24:42,708 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 06:24:54,643 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 06:25:06,393 - yago11k_both - [INFO] - [Evaluating Epoch 431 valid]:
MRR: Tail : 0.41037, Head : 0.23424, Avg : 0.3223
2023-06-11 06:25:06,393 - yago11k_both - [INFO] - [Epoch 431]: Training Loss: 0.0011046, Valid MRR: 0.32631,
2023-06-11 06:25:07,027 - yago11k_both - [INFO] - [E:432| 0]: Train Loss:0.0011212, Val MRR:0.32631, yago11k_both
2023-06-11 06:26:09,834 - yago11k_both - [INFO] - [E:432| 100]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both
2023-06-11 06:27:12,650 - yago11k_both - [INFO] - [E:432| 200]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_both
2023-06-11 06:28:15,472 - yago11k_both - [INFO] - [E:432| 300]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_both
2023-06-11 06:29:18,315 - yago11k_both - [INFO] - [E:432| 400]: Train Loss:0.0011055, Val MRR:0.32631, yago11k_both
2023-06-11 06:30:21,185 - yago11k_both - [INFO] - [E:432| 500]: Train Loss:0.001105, Val MRR:0.32631, yago11k_both
2023-06-11 06:31:23,565 - yago11k_both - [INFO] - [E:432| 600]: Train Loss:0.0011049, Val MRR:0.32631, yago11k_both
2023-06-11 06:31:23,565 - yago11k_both - [INFO] - [Epoch:432]: Training Loss:0.001105
2023-06-11 06:31:23,779 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 06:31:35,693 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 06:31:47,444 - yago11k_both - [INFO] - [Evaluating Epoch 432 valid]:
MRR: Tail : 0.4113, Head : 0.23452, Avg : 0.32291
2023-06-11 06:31:47,445 - yago11k_both - [INFO] - [Epoch 432]: Training Loss: 0.0011049, Valid MRR: 0.32631,
2023-06-11 06:31:48,077 - yago11k_both - [INFO] - [E:433| 0]: Train Loss:0.0011016, Val MRR:0.32631, yago11k_both
2023-06-11 06:32:50,853 - yago11k_both - [INFO] - [E:433| 100]: Train Loss:0.0011075, Val MRR:0.32631, yago11k_both
2023-06-11 06:33:53,755 - yago11k_both - [INFO] - [E:433| 200]: Train Loss:0.0011061, Val MRR:0.32631, yago11k_both
2023-06-11 06:34:56,631 - yago11k_both - [INFO] - [E:433| 300]: Train Loss:0.0011054, Val MRR:0.32631, yago11k_both
2023-06-11 06:35:59,504 - yago11k_both - [INFO] - [E:433| 400]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_both
2023-06-11 06:37:02,346 - yago11k_both - [INFO] - [E:433| 500]: Train Loss:0.0011045, Val MRR:0.32631, yago11k_both
2023-06-11 06:38:04,709 - yago11k_both - [INFO] - [E:433| 600]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both
2023-06-11 06:38:04,709 - yago11k_both - [INFO] - [Epoch:433]: Training Loss:0.001105
2023-06-11 06:38:04,922 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 06:38:16,838 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 06:38:28,587 - yago11k_both - [INFO] - [Evaluating Epoch 433 valid]:
MRR: Tail : 0.41496, Head : 0.23722, Avg : 0.32609
2023-06-11 06:38:28,587 - yago11k_both - [INFO] - [Epoch 433]: Training Loss: 0.0011047, Valid MRR: 0.32631,
2023-06-11 06:38:29,221 - yago11k_both - [INFO] - [E:434| 0]: Train Loss:0.0011155, Val MRR:0.32631, yago11k_both
2023-06-11 06:39:32,066 - yago11k_both - [INFO] - [E:434| 100]: Train Loss:0.0011032, Val MRR:0.32631, yago11k_both
2023-06-11 06:40:34,860 - yago11k_both - [INFO] - [E:434| 200]: Train Loss:0.0011036, Val MRR:0.32631, yago11k_both
2023-06-11 06:41:37,672 - yago11k_both - [INFO] - [E:434| 300]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_both
2023-06-11 06:42:40,533 - yago11k_both - [INFO] - [E:434| 400]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_both
2023-06-11 06:43:43,309 - yago11k_both - [INFO] - [E:434| 500]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both
2023-06-11 06:44:45,709 - yago11k_both - [INFO] - [E:434| 600]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both
2023-06-11 06:44:45,709 - yago11k_both - [INFO] - [Epoch:434]: Training Loss:0.001105
2023-06-11 06:44:45,923 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 06:44:57,828 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 06:45:09,580 - yago11k_both - [INFO] - [Evaluating Epoch 434 valid]:
MRR: Tail : 0.41456, Head : 0.2359, Avg : 0.32523
2023-06-11 06:45:09,581 - yago11k_both - [INFO] - [Epoch 434]: Training Loss: 0.0011047, Valid MRR: 0.32631,
2023-06-11 06:45:10,215 - yago11k_both - [INFO] - [E:435| 0]: Train Loss:0.0011056, Val MRR:0.32631, yago11k_both
2023-06-11 06:46:13,139 - yago11k_both - [INFO] - [E:435| 100]: Train Loss:0.0011055, Val MRR:0.32631, yago11k_both
2023-06-11 06:47:16,046 - yago11k_both - [INFO] - [E:435| 200]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_both
2023-06-11 06:48:19,022 - yago11k_both - [INFO] - [E:435| 300]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_both
2023-06-11 06:49:21,917 - yago11k_both - [INFO] - [E:435| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_both
2023-06-11 06:50:24,771 - yago11k_both - [INFO] - [E:435| 500]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_both
2023-06-11 06:51:27,215 - yago11k_both - [INFO] - [E:435| 600]: Train Loss:0.0011049, Val MRR:0.32631, yago11k_both
2023-06-11 06:51:27,216 - yago11k_both - [INFO] - [Epoch:435]: Training Loss:0.001105
2023-06-11 06:51:27,429 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 06:51:39,349 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 06:51:51,102 - yago11k_both - [INFO] - [Evaluating Epoch 435 valid]:
MRR: Tail : 0.41312, Head : 0.23676, Avg : 0.32494
2023-06-11 06:51:51,102 - yago11k_both - [INFO] - [Epoch 435]: Training Loss: 0.0011049, Valid MRR: 0.32631,
2023-06-11 06:51:51,738 - yago11k_both - [INFO] - [E:436| 0]: Train Loss:0.001126, Val MRR:0.32631, yago11k_both
2023-06-11 06:52:54,549 - yago11k_both - [INFO] - [E:436| 100]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_both
2023-06-11 06:53:57,396 - yago11k_both - [INFO] - [E:436| 200]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_both
2023-06-11 06:55:00,325 - yago11k_both - [INFO] - [E:436| 300]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_both
2023-06-11 06:56:03,137 - yago11k_both - [INFO] - [E:436| 400]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both
2023-06-11 06:57:05,956 - yago11k_both - [INFO] - [E:436| 500]: Train Loss:0.0011049, Val MRR:0.32631, yago11k_both
2023-06-11 06:58:08,342 - yago11k_both - [INFO] - [E:436| 600]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_both
2023-06-11 06:58:08,342 - yago11k_both - [INFO] - [Epoch:436]: Training Loss:0.001105
2023-06-11 06:58:08,555 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 06:58:20,471 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 06:58:32,224 - yago11k_both - [INFO] - [Evaluating Epoch 436 valid]:
MRR: Tail : 0.41663, Head : 0.23511, Avg : 0.32587
2023-06-11 06:58:32,224 - yago11k_both - [INFO] - [Epoch 436]: Training Loss: 0.0011046, Valid MRR: 0.32631,
2023-06-11 06:58:32,863 - yago11k_both - [INFO] - [E:437| 0]: Train Loss:0.0011157, Val MRR:0.32631, yago11k_both
2023-06-11 06:59:35,673 - yago11k_both - [INFO] - [E:437| 100]: Train Loss:0.0011016, Val MRR:0.32631, yago11k_both
2023-06-11 07:00:38,581 - yago11k_both - [INFO] - [E:437| 200]: Train Loss:0.0011028, Val MRR:0.32631, yago11k_both
2023-06-11 07:01:41,491 - yago11k_both - [INFO] - [E:437| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both
2023-06-11 07:02:44,376 - yago11k_both - [INFO] - [E:437| 400]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both
2023-06-11 07:03:47,232 - yago11k_both - [INFO] - [E:437| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both
2023-06-11 07:04:49,602 - yago11k_both - [INFO] - [E:437| 600]: Train Loss:0.0011045, Val MRR:0.32631, yago11k_both
2023-06-11 07:04:49,602 - yago11k_both - [INFO] - [Epoch:437]: Training Loss:0.001105
2023-06-11 07:04:49,817 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 07:05:01,738 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 07:05:13,487 - yago11k_both - [INFO] - [Evaluating Epoch 437 valid]:
MRR: Tail : 0.41627, Head : 0.23558, Avg : 0.32593
2023-06-11 07:05:13,487 - yago11k_both - [INFO] - [Epoch 437]: Training Loss: 0.0011045, Valid MRR: 0.32631,
2023-06-11 07:05:14,122 - yago11k_both - [INFO] - [E:438| 0]: Train Loss:0.0010883, Val MRR:0.32631, yago11k_both
2023-06-11 07:06:16,979 - yago11k_both - [INFO] - [E:438| 100]: Train Loss:0.0011061, Val MRR:0.32631, yago11k_both
2023-06-11 07:07:19,773 - yago11k_both - [INFO] - [E:438| 200]: Train Loss:0.0011058, Val MRR:0.32631, yago11k_both
2023-06-11 07:08:22,606 - yago11k_both - [INFO] - [E:438| 300]: Train Loss:0.0011051, Val MRR:0.32631, yago11k_both
2023-06-11 07:09:25,521 - yago11k_both - [INFO] - [E:438| 400]: Train Loss:0.0011055, Val MRR:0.32631, yago11k_both
2023-06-11 07:10:28,314 - yago11k_both - [INFO] - [E:438| 500]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both
2023-06-11 07:11:30,778 - yago11k_both - [INFO] - [E:438| 600]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_both
2023-06-11 07:11:30,778 - yago11k_both - [INFO] - [Epoch:438]: Training Loss:0.001104
2023-06-11 07:11:30,992 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 07:11:42,920 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 07:11:54,716 - yago11k_both - [INFO] - [Evaluating Epoch 438 valid]:
MRR: Tail : 0.41316, Head : 0.23621, Avg : 0.32469
2023-06-11 07:11:54,716 - yago11k_both - [INFO] - [Epoch 438]: Training Loss: 0.0011043, Valid MRR: 0.32631,
2023-06-11 07:11:55,352 - yago11k_both - [INFO] - [E:439| 0]: Train Loss:0.0010952, Val MRR:0.32631, yago11k_both
2023-06-11 07:12:58,252 - yago11k_both - [INFO] - [E:439| 100]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both
2023-06-11 07:14:01,145 - yago11k_both - [INFO] - [E:439| 200]: Train Loss:0.0011029, Val MRR:0.32631, yago11k_both
2023-06-11 07:15:04,142 - yago11k_both - [INFO] - [E:439| 300]: Train Loss:0.0011032, Val MRR:0.32631, yago11k_both
2023-06-11 07:16:07,058 - yago11k_both - [INFO] - [E:439| 400]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_both
2023-06-11 07:17:09,867 - yago11k_both - [INFO] - [E:439| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both
2023-06-11 07:18:12,366 - yago11k_both - [INFO] - [E:439| 600]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both
2023-06-11 07:18:12,366 - yago11k_both - [INFO] - [Epoch:439]: Training Loss:0.001104
2023-06-11 07:18:12,580 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 07:18:24,496 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 07:18:36,252 - yago11k_both - [INFO] - [Evaluating Epoch 439 valid]:
MRR: Tail : 0.41131, Head : 0.23644, Avg : 0.32388
MR: Tail : 679.76, Head : 1018.4, Avg : 849.11
Hit-1: Tail : 0.32565, Head : 0.1945, Avg : 0.26007
Hit-3: Tail : 0.4504, Head : 0.23548, Avg : 0.34294
Hit-10: Tail : 0.57919, Head : 0.31509, Avg : 0.44714
2023-06-11 07:18:36,253 - yago11k_both - [INFO] - [Epoch 439]: Training Loss: 0.0011042, Valid MRR: 0.32631,
2023-06-11 07:18:36,892 - yago11k_both - [INFO] - [E:440| 0]: Train Loss:0.0011176, Val MRR:0.32631, yago11k_both
2023-06-11 07:19:39,825 - yago11k_both - [INFO] - [E:440| 100]: Train Loss:0.0011045, Val MRR:0.32631, yago11k_both
2023-06-11 07:20:42,735 - yago11k_both - [INFO] - [E:440| 200]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both
2023-06-11 07:21:45,694 - yago11k_both - [INFO] - [E:440| 300]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both
2023-06-11 07:22:48,648 - yago11k_both - [INFO] - [E:440| 400]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_both
2023-06-11 07:23:51,614 - yago11k_both - [INFO] - [E:440| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both
2023-06-11 07:24:53,958 - yago11k_both - [INFO] - [E:440| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both
2023-06-11 07:24:53,959 - yago11k_both - [INFO] - [Epoch:440]: Training Loss:0.001104
2023-06-11 07:24:54,173 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 07:25:06,088 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 07:25:17,841 - yago11k_both - [INFO] - [Evaluating Epoch 440 valid]:
MRR: Tail : 0.41286, Head : 0.23395, Avg : 0.32341
2023-06-11 07:25:17,841 - yago11k_both - [INFO] - [Epoch 440]: Training Loss: 0.001104, Valid MRR: 0.32631,
2023-06-11 07:25:18,473 - yago11k_both - [INFO] - [E:441| 0]: Train Loss:0.0010775, Val MRR:0.32631, yago11k_both
2023-06-11 07:26:21,285 - yago11k_both - [INFO] - [E:441| 100]: Train Loss:0.0011025, Val MRR:0.32631, yago11k_both
2023-06-11 07:27:24,128 - yago11k_both - [INFO] - [E:441| 200]: Train Loss:0.0011027, Val MRR:0.32631, yago11k_both
2023-06-11 07:28:26,933 - yago11k_both - [INFO] - [E:441| 300]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_both
2023-06-11 07:29:29,775 - yago11k_both - [INFO] - [E:441| 400]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_both
2023-06-11 07:30:32,724 - yago11k_both - [INFO] - [E:441| 500]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both
2023-06-11 07:31:35,198 - yago11k_both - [INFO] - [E:441| 600]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_both
2023-06-11 07:31:35,199 - yago11k_both - [INFO] - [Epoch:441]: Training Loss:0.001104
2023-06-11 07:31:35,413 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 07:31:47,342 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 07:31:59,102 - yago11k_both - [INFO] - [Evaluating Epoch 441 valid]:
MRR: Tail : 0.41647, Head : 0.23604, Avg : 0.32626
2023-06-11 07:31:59,102 - yago11k_both - [INFO] - [Epoch 441]: Training Loss: 0.0011044, Valid MRR: 0.32631,
2023-06-11 07:31:59,736 - yago11k_both - [INFO] - [E:442| 0]: Train Loss:0.0010933, Val MRR:0.32631, yago11k_both
2023-06-11 07:33:02,620 - yago11k_both - [INFO] - [E:442| 100]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_both
2023-06-11 07:34:05,496 - yago11k_both - [INFO] - [E:442| 200]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both
2023-06-11 07:35:08,446 - yago11k_both - [INFO] - [E:442| 300]: Train Loss:0.0011032, Val MRR:0.32631, yago11k_both
2023-06-11 07:36:11,376 - yago11k_both - [INFO] - [E:442| 400]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_both
2023-06-11 07:37:14,209 - yago11k_both - [INFO] - [E:442| 500]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both
2023-06-11 07:38:16,581 - yago11k_both - [INFO] - [E:442| 600]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both
2023-06-11 07:38:16,581 - yago11k_both - [INFO] - [Epoch:442]: Training Loss:0.001104
2023-06-11 07:38:16,796 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 07:38:28,748 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 07:38:40,526 - yago11k_both - [INFO] - [Evaluating Epoch 442 valid]:
MRR: Tail : 0.4151, Head : 0.23505, Avg : 0.32508
2023-06-11 07:38:40,526 - yago11k_both - [INFO] - [Epoch 442]: Training Loss: 0.0011042, Valid MRR: 0.32631,
2023-06-11 07:38:41,167 - yago11k_both - [INFO] - [E:443| 0]: Train Loss:0.0011096, Val MRR:0.32631, yago11k_both
2023-06-11 07:39:44,084 - yago11k_both - [INFO] - [E:443| 100]: Train Loss:0.001103, Val MRR:0.32631, yago11k_both
2023-06-11 07:40:46,975 - yago11k_both - [INFO] - [E:443| 200]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_both
2023-06-11 07:41:49,813 - yago11k_both - [INFO] - [E:443| 300]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_both
2023-06-11 07:42:52,618 - yago11k_both - [INFO] - [E:443| 400]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_both
2023-06-11 07:43:55,457 - yago11k_both - [INFO] - [E:443| 500]: Train Loss:0.0011046, Val MRR:0.32631, yago11k_both
2023-06-11 07:44:57,960 - yago11k_both - [INFO] - [E:443| 600]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_both
2023-06-11 07:44:57,960 - yago11k_both - [INFO] - [Epoch:443]: Training Loss:0.001104
2023-06-11 07:44:58,175 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 07:45:10,098 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 07:45:21,863 - yago11k_both - [INFO] - [Evaluating Epoch 443 valid]:
MRR: Tail : 0.41607, Head : 0.23479, Avg : 0.32543
2023-06-11 07:45:21,863 - yago11k_both - [INFO] - [Epoch 443]: Training Loss: 0.0011044, Valid MRR: 0.32631,
2023-06-11 07:45:22,497 - yago11k_both - [INFO] - [E:444| 0]: Train Loss:0.001101, Val MRR:0.32631, yago11k_both
2023-06-11 07:46:25,408 - yago11k_both - [INFO] - [E:444| 100]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_both
2023-06-11 07:47:28,416 - yago11k_both - [INFO] - [E:444| 200]: Train Loss:0.0011033, Val MRR:0.32631, yago11k_both
2023-06-11 07:48:31,258 - yago11k_both - [INFO] - [E:444| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both
2023-06-11 07:49:34,117 - yago11k_both - [INFO] - [E:444| 400]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_both
2023-06-11 07:50:37,120 - yago11k_both - [INFO] - [E:444| 500]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_both
2023-06-11 07:51:39,582 - yago11k_both - [INFO] - [E:444| 600]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_both
2023-06-11 07:51:39,582 - yago11k_both - [INFO] - [Epoch:444]: Training Loss:0.001104
2023-06-11 07:51:39,796 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 07:51:51,712 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 07:52:03,470 - yago11k_both - [INFO] - [Evaluating Epoch 444 valid]:
MRR: Tail : 0.41608, Head : 0.23465, Avg : 0.32536
2023-06-11 07:52:03,470 - yago11k_both - [INFO] - [Epoch 444]: Training Loss: 0.0011041, Valid MRR: 0.32631,
2023-06-11 07:52:04,110 - yago11k_both - [INFO] - [E:445| 0]: Train Loss:0.0011099, Val MRR:0.32631, yago11k_both
2023-06-11 07:53:07,036 - yago11k_both - [INFO] - [E:445| 100]: Train Loss:0.0011069, Val MRR:0.32631, yago11k_both
2023-06-11 07:54:09,968 - yago11k_both - [INFO] - [E:445| 200]: Train Loss:0.0011058, Val MRR:0.32631, yago11k_both
2023-06-11 07:55:12,893 - yago11k_both - [INFO] - [E:445| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both
2023-06-11 07:56:15,871 - yago11k_both - [INFO] - [E:445| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_both
2023-06-11 07:57:18,820 - yago11k_both - [INFO] - [E:445| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_both
2023-06-11 07:58:21,352 - yago11k_both - [INFO] - [E:445| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both
2023-06-11 07:58:21,353 - yago11k_both - [INFO] - [Epoch:445]: Training Loss:0.001104
2023-06-11 07:58:21,567 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 07:58:33,483 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 07:58:45,228 - yago11k_both - [INFO] - [Evaluating Epoch 445 valid]:
MRR: Tail : 0.41114, Head : 0.23454, Avg : 0.32284
2023-06-11 07:58:45,228 - yago11k_both - [INFO] - [Epoch 445]: Training Loss: 0.001104, Valid MRR: 0.32631,
2023-06-11 07:58:45,863 - yago11k_both - [INFO] - [E:446| 0]: Train Loss:0.0011194, Val MRR:0.32631, yago11k_both
2023-06-11 07:59:48,844 - yago11k_both - [INFO] - [E:446| 100]: Train Loss:0.0011031, Val MRR:0.32631, yago11k_both
2023-06-11 08:00:51,781 - yago11k_both - [INFO] - [E:446| 200]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_both
2023-06-11 08:01:54,725 - yago11k_both - [INFO] - [E:446| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both
2023-06-11 08:02:57,711 - yago11k_both - [INFO] - [E:446| 400]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_both
2023-06-11 08:04:00,643 - yago11k_both - [INFO] - [E:446| 500]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_both
2023-06-11 08:05:03,209 - yago11k_both - [INFO] - [E:446| 600]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both
2023-06-11 08:05:03,209 - yago11k_both - [INFO] - [Epoch:446]: Training Loss:0.001104
2023-06-11 08:05:03,425 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 08:05:15,346 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 08:05:27,103 - yago11k_both - [INFO] - [Evaluating Epoch 446 valid]:
MRR: Tail : 0.41113, Head : 0.23359, Avg : 0.32236
2023-06-11 08:05:27,103 - yago11k_both - [INFO] - [Epoch 446]: Training Loss: 0.0011042, Valid MRR: 0.32631,
2023-06-11 08:05:27,739 - yago11k_both - [INFO] - [E:447| 0]: Train Loss:0.00111, Val MRR:0.32631, yago11k_both
2023-06-11 08:06:30,640 - yago11k_both - [INFO] - [E:447| 100]: Train Loss:0.0011021, Val MRR:0.32631, yago11k_both
2023-06-11 08:07:33,576 - yago11k_both - [INFO] - [E:447| 200]: Train Loss:0.0011026, Val MRR:0.32631, yago11k_both
2023-06-11 08:08:36,494 - yago11k_both - [INFO] - [E:447| 300]: Train Loss:0.0011027, Val MRR:0.32631, yago11k_both
2023-06-11 08:09:39,351 - yago11k_both - [INFO] - [E:447| 400]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_both
2023-06-11 08:10:42,232 - yago11k_both - [INFO] - [E:447| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_both
2023-06-11 08:11:44,774 - yago11k_both - [INFO] - [E:447| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both
2023-06-11 08:11:44,774 - yago11k_both - [INFO] - [Epoch:447]: Training Loss:0.001104
2023-06-11 08:11:44,988 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 08:11:56,916 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 08:12:08,669 - yago11k_both - [INFO] - [Evaluating Epoch 447 valid]:
MRR: Tail : 0.41268, Head : 0.23443, Avg : 0.32355
2023-06-11 08:12:08,670 - yago11k_both - [INFO] - [Epoch 447]: Training Loss: 0.001104, Valid MRR: 0.32631,
2023-06-11 08:12:09,306 - yago11k_both - [INFO] - [E:448| 0]: Train Loss:0.0011075, Val MRR:0.32631, yago11k_both
2023-06-11 08:13:12,216 - yago11k_both - [INFO] - [E:448| 100]: Train Loss:0.0011017, Val MRR:0.32631, yago11k_both
2023-06-11 08:14:15,126 - yago11k_both - [INFO] - [E:448| 200]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_both
2023-06-11 08:15:17,917 - yago11k_both - [INFO] - [E:448| 300]: Train Loss:0.0011036, Val MRR:0.32631, yago11k_both
2023-06-11 08:16:20,727 - yago11k_both - [INFO] - [E:448| 400]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_both
2023-06-11 08:17:23,660 - yago11k_both - [INFO] - [E:448| 500]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_both
2023-06-11 08:18:26,174 - yago11k_both - [INFO] - [E:448| 600]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_both
2023-06-11 08:18:26,174 - yago11k_both - [INFO] - [Epoch:448]: Training Loss:0.001104
2023-06-11 08:18:26,388 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 08:18:38,324 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 08:18:50,080 - yago11k_both - [INFO] - [Evaluating Epoch 448 valid]:
MRR: Tail : 0.4095, Head : 0.23347, Avg : 0.32148
2023-06-11 08:18:50,080 - yago11k_both - [INFO] - [Epoch 448]: Training Loss: 0.0011038, Valid MRR: 0.32631,
2023-06-11 08:18:50,714 - yago11k_both - [INFO] - [E:449| 0]: Train Loss:0.0010949, Val MRR:0.32631, yago11k_both
2023-06-11 08:19:53,642 - yago11k_both - [INFO] - [E:449| 100]: Train Loss:0.0011047, Val MRR:0.32631, yago11k_both
2023-06-11 08:20:56,471 - yago11k_both - [INFO] - [E:449| 200]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_both
2023-06-11 08:21:59,302 - yago11k_both - [INFO] - [E:449| 300]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both
2023-06-11 08:23:02,213 - yago11k_both - [INFO] - [E:449| 400]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both
2023-06-11 08:24:05,165 - yago11k_both - [INFO] - [E:449| 500]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_both
2023-06-11 08:25:07,703 - yago11k_both - [INFO] - [E:449| 600]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both
2023-06-11 08:25:07,703 - yago11k_both - [INFO] - [Epoch:449]: Training Loss:0.001104
2023-06-11 08:25:07,918 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 08:25:19,850 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 08:25:31,684 - yago11k_both - [INFO] - [Evaluating Epoch 449 valid]:
MRR: Tail : 0.41473, Head : 0.23378, Avg : 0.32426
MR: Tail : 652.99, Head : 1027.9, Avg : 840.47
Hit-1: Tail : 0.33162, Head : 0.19241, Avg : 0.26202
Hit-3: Tail : 0.45596, Head : 0.23118, Avg : 0.34357
Hit-10: Tail : 0.58044, Head : 0.31203, Avg : 0.44624
2023-06-11 08:25:31,684 - yago11k_both - [INFO] - [Epoch 449]: Training Loss: 0.001104, Valid MRR: 0.32631,
2023-06-11 08:25:32,318 - yago11k_both - [INFO] - [E:450| 0]: Train Loss:0.0011053, Val MRR:0.32631, yago11k_both
2023-06-11 08:26:35,244 - yago11k_both - [INFO] - [E:450| 100]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both
2023-06-11 08:27:38,141 - yago11k_both - [INFO] - [E:450| 200]: Train Loss:0.0011055, Val MRR:0.32631, yago11k_both
2023-06-11 08:28:41,114 - yago11k_both - [INFO] - [E:450| 300]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both
2023-06-11 08:29:43,939 - yago11k_both - [INFO] - [E:450| 400]: Train Loss:0.0011036, Val MRR:0.32631, yago11k_both
2023-06-11 08:30:46,770 - yago11k_both - [INFO] - [E:450| 500]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_both
2023-06-11 08:31:49,202 - yago11k_both - [INFO] - [E:450| 600]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_both
2023-06-11 08:31:49,202 - yago11k_both - [INFO] - [Epoch:450]: Training Loss:0.001104
2023-06-11 08:31:49,417 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 08:32:01,361 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 08:32:13,125 - yago11k_both - [INFO] - [Evaluating Epoch 450 valid]:
MRR: Tail : 0.41225, Head : 0.23558, Avg : 0.32392
2023-06-11 08:32:13,125 - yago11k_both - [INFO] - [Epoch 450]: Training Loss: 0.0011037, Valid MRR: 0.32631,
2023-06-11 08:32:13,760 - yago11k_both - [INFO] - [E:451| 0]: Train Loss:0.0010995, Val MRR:0.32631, yago11k_both
2023-06-11 08:33:16,710 - yago11k_both - [INFO] - [E:451| 100]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_both
2023-06-11 08:34:19,582 - yago11k_both - [INFO] - [E:451| 200]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both
2023-06-11 08:35:22,413 - yago11k_both - [INFO] - [E:451| 300]: Train Loss:0.0011042, Val MRR:0.32631, yago11k_both
2023-06-11 08:36:25,256 - yago11k_both - [INFO] - [E:451| 400]: Train Loss:0.001104, Val MRR:0.32631, yago11k_both
2023-06-11 08:37:28,135 - yago11k_both - [INFO] - [E:451| 500]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_both
2023-06-11 08:38:30,546 - yago11k_both - [INFO] - [E:451| 600]: Train Loss:0.0011037, Val MRR:0.32631, yago11k_both
2023-06-11 08:38:30,546 - yago11k_both - [INFO] - [Epoch:451]: Training Loss:0.001104
2023-06-11 08:38:30,760 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 08:38:42,682 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 08:38:54,439 - yago11k_both - [INFO] - [Evaluating Epoch 451 valid]:
MRR: Tail : 0.4087, Head : 0.23425, Avg : 0.32148
2023-06-11 08:38:54,439 - yago11k_both - [INFO] - [Epoch 451]: Training Loss: 0.0011037, Valid MRR: 0.32631,
2023-06-11 08:38:55,076 - yago11k_both - [INFO] - [E:452| 0]: Train Loss:0.0011021, Val MRR:0.32631, yago11k_both
2023-06-11 08:39:57,980 - yago11k_both - [INFO] - [E:452| 100]: Train Loss:0.0011038, Val MRR:0.32631, yago11k_both
2023-06-11 08:41:00,893 - yago11k_both - [INFO] - [E:452| 200]: Train Loss:0.0011054, Val MRR:0.32631, yago11k_both
2023-06-11 08:42:03,841 - yago11k_both - [INFO] - [E:452| 300]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_both
2023-06-11 08:43:06,804 - yago11k_both - [INFO] - [E:452| 400]: Train Loss:0.0011036, Val MRR:0.32631, yago11k_both
2023-06-11 08:44:09,643 - yago11k_both - [INFO] - [E:452| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_both
2023-06-11 08:45:12,009 - yago11k_both - [INFO] - [E:452| 600]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_both
2023-06-11 08:45:12,010 - yago11k_both - [INFO] - [Epoch:452]: Training Loss:0.001104
2023-06-11 08:45:12,224 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 08:45:24,152 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 08:45:35,903 - yago11k_both - [INFO] - [Evaluating Epoch 452 valid]:
MRR: Tail : 0.40956, Head : 0.23484, Avg : 0.3222
2023-06-11 08:45:35,903 - yago11k_both - [INFO] - [Epoch 452]: Training Loss: 0.0011039, Valid MRR: 0.32631,
2023-06-11 08:45:36,539 - yago11k_both - [INFO] - [E:453| 0]: Train Loss:0.0010934, Val MRR:0.32631, yago11k_both
2023-06-11 08:46:39,457 - yago11k_both - [INFO] - [E:453| 100]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_both
2023-06-11 08:47:42,253 - yago11k_both - [INFO] - [E:453| 200]: Train Loss:0.0011043, Val MRR:0.32631, yago11k_both
2023-06-11 08:48:45,044 - yago11k_both - [INFO] - [E:453| 300]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_both
2023-06-11 08:49:47,985 - yago11k_both - [INFO] - [E:453| 400]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_both
2023-06-11 08:50:50,919 - yago11k_both - [INFO] - [E:453| 500]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_both
2023-06-11 08:51:53,355 - yago11k_both - [INFO] - [E:453| 600]: Train Loss:0.0011032, Val MRR:0.32631, yago11k_both
2023-06-11 08:51:53,356 - yago11k_both - [INFO] - [Epoch:453]: Training Loss:0.001103
2023-06-11 08:51:53,574 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 08:52:05,554 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 08:52:17,333 - yago11k_both - [INFO] - [Evaluating Epoch 453 valid]:
MRR: Tail : 0.41295, Head : 0.2363, Avg : 0.32462
2023-06-11 08:52:17,333 - yago11k_both - [INFO] - [Epoch 453]: Training Loss: 0.0011032, Valid MRR: 0.32631,
2023-06-11 08:52:17,971 - yago11k_both - [INFO] - [E:454| 0]: Train Loss:0.0011147, Val MRR:0.32631, yago11k_both
2023-06-11 08:53:20,857 - yago11k_both - [INFO] - [E:454| 100]: Train Loss:0.0011018, Val MRR:0.32631, yago11k_both
2023-06-11 08:54:23,766 - yago11k_both - [INFO] - [E:454| 200]: Train Loss:0.0011022, Val MRR:0.32631, yago11k_both
2023-06-11 08:55:26,661 - yago11k_both - [INFO] - [E:454| 300]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_both
2023-06-11 08:56:29,497 - yago11k_both - [INFO] - [E:454| 400]: Train Loss:0.0011031, Val MRR:0.32631, yago11k_both
2023-06-11 08:57:32,302 - yago11k_both - [INFO] - [E:454| 500]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_both
2023-06-11 08:58:34,782 - yago11k_both - [INFO] - [E:454| 600]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_both
2023-06-11 08:58:34,782 - yago11k_both - [INFO] - [Epoch:454]: Training Loss:0.001103
2023-06-11 08:58:34,996 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 08:58:46,927 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 08:58:58,682 - yago11k_both - [INFO] - [Evaluating Epoch 454 valid]:
MRR: Tail : 0.41324, Head : 0.23406, Avg : 0.32365
2023-06-11 08:58:58,682 - yago11k_both - [INFO] - [Epoch 454]: Training Loss: 0.0011034, Valid MRR: 0.32631,
2023-06-11 08:58:59,318 - yago11k_both - [INFO] - [E:455| 0]: Train Loss:0.0010945, Val MRR:0.32631, yago11k_both
2023-06-11 09:00:02,149 - yago11k_both - [INFO] - [E:455| 100]: Train Loss:0.0011029, Val MRR:0.32631, yago11k_both
2023-06-11 09:01:05,048 - yago11k_both - [INFO] - [E:455| 200]: Train Loss:0.0011048, Val MRR:0.32631, yago11k_both
2023-06-11 09:02:07,987 - yago11k_both - [INFO] - [E:455| 300]: Train Loss:0.0011049, Val MRR:0.32631, yago11k_both
2023-06-11 09:03:10,922 - yago11k_both - [INFO] - [E:455| 400]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_both
2023-06-11 09:04:13,801 - yago11k_both - [INFO] - [E:455| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_both
2023-06-11 09:05:16,260 - yago11k_both - [INFO] - [E:455| 600]: Train Loss:0.0011036, Val MRR:0.32631, yago11k_both
2023-06-11 09:05:16,260 - yago11k_both - [INFO] - [Epoch:455]: Training Loss:0.001104
2023-06-11 09:05:16,475 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 09:05:28,407 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 09:05:40,170 - yago11k_both - [INFO] - [Evaluating Epoch 455 valid]:
MRR: Tail : 0.41213, Head : 0.2362, Avg : 0.32417
2023-06-11 09:05:40,170 - yago11k_both - [INFO] - [Epoch 455]: Training Loss: 0.0011036, Valid MRR: 0.32631,
2023-06-11 09:05:40,805 - yago11k_both - [INFO] - [E:456| 0]: Train Loss:0.0011015, Val MRR:0.32631, yago11k_both
2023-06-11 09:06:43,791 - yago11k_both - [INFO] - [E:456| 100]: Train Loss:0.0011014, Val MRR:0.32631, yago11k_both
2023-06-11 09:07:46,657 - yago11k_both - [INFO] - [E:456| 200]: Train Loss:0.001103, Val MRR:0.32631, yago11k_both
2023-06-11 09:08:49,554 - yago11k_both - [INFO] - [E:456| 300]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_both
2023-06-11 09:09:52,539 - yago11k_both - [INFO] - [E:456| 400]: Train Loss:0.0011033, Val MRR:0.32631, yago11k_both
2023-06-11 09:10:55,460 - yago11k_both - [INFO] - [E:456| 500]: Train Loss:0.0011032, Val MRR:0.32631, yago11k_both
2023-06-11 09:11:57,994 - yago11k_both - [INFO] - [E:456| 600]: Train Loss:0.0011034, Val MRR:0.32631, yago11k_both
2023-06-11 09:11:57,994 - yago11k_both - [INFO] - [Epoch:456]: Training Loss:0.001103
2023-06-11 09:11:58,209 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 09:12:10,143 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 09:12:21,899 - yago11k_both - [INFO] - [Evaluating Epoch 456 valid]:
MRR: Tail : 0.41326, Head : 0.23489, Avg : 0.32407
2023-06-11 09:12:21,900 - yago11k_both - [INFO] - [Epoch 456]: Training Loss: 0.0011034, Valid MRR: 0.32631,
2023-06-11 09:12:22,537 - yago11k_both - [INFO] - [E:457| 0]: Train Loss:0.0011125, Val MRR:0.32631, yago11k_both
2023-06-11 09:13:25,514 - yago11k_both - [INFO] - [E:457| 100]: Train Loss:0.0011044, Val MRR:0.32631, yago11k_both
2023-06-11 09:14:28,450 - yago11k_both - [INFO] - [E:457| 200]: Train Loss:0.0011035, Val MRR:0.32631, yago11k_both
2023-06-11 09:15:31,287 - yago11k_both - [INFO] - [E:457| 300]: Train Loss:0.0011045, Val MRR:0.32631, yago11k_both
2023-06-11 09:16:34,200 - yago11k_both - [INFO] - [E:457| 400]: Train Loss:0.0011041, Val MRR:0.32631, yago11k_both
2023-06-11 09:17:37,102 - yago11k_both - [INFO] - [E:457| 500]: Train Loss:0.0011039, Val MRR:0.32631, yago11k_both
2023-06-11 09:18:39,664 - yago11k_both - [INFO] - [E:457| 600]: Train Loss:0.0011036, Val MRR:0.32631, yago11k_both
2023-06-11 09:18:39,665 - yago11k_both - [INFO] - [Epoch:457]: Training Loss:0.001104
2023-06-11 09:18:39,879 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 09:18:51,802 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 09:19:03,554 - yago11k_both - [INFO] - [Evaluating Epoch 457 valid]:
MRR: Tail : 0.41899, Head : 0.23641, Avg : 0.3277
2023-06-11 09:19:04,681 - yago11k_both - [INFO] - [Epoch 457]: Training Loss: 0.0011036, Valid MRR: 0.3277,
2023-06-11 09:19:05,323 - yago11k_both - [INFO] - [E:458| 0]: Train Loss:0.0011138, Val MRR:0.3277, yago11k_both
2023-06-11 09:20:08,261 - yago11k_both - [INFO] - [E:458| 100]: Train Loss:0.0011064, Val MRR:0.3277, yago11k_both
2023-06-11 09:21:11,186 - yago11k_both - [INFO] - [E:458| 200]: Train Loss:0.0011045, Val MRR:0.3277, yago11k_both
2023-06-11 09:22:13,981 - yago11k_both - [INFO] - [E:458| 300]: Train Loss:0.001104, Val MRR:0.3277, yago11k_both
2023-06-11 09:23:16,780 - yago11k_both - [INFO] - [E:458| 400]: Train Loss:0.0011034, Val MRR:0.3277, yago11k_both
2023-06-11 09:24:19,596 - yago11k_both - [INFO] - [E:458| 500]: Train Loss:0.0011033, Val MRR:0.3277, yago11k_both
2023-06-11 09:25:21,991 - yago11k_both - [INFO] - [E:458| 600]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_both
2023-06-11 09:25:21,992 - yago11k_both - [INFO] - [Epoch:458]: Training Loss:0.001104
2023-06-11 09:25:22,205 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 09:25:34,142 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 09:25:45,894 - yago11k_both - [INFO] - [Evaluating Epoch 458 valid]:
MRR: Tail : 0.41448, Head : 0.23577, Avg : 0.32512
2023-06-11 09:25:45,894 - yago11k_both - [INFO] - [Epoch 458]: Training Loss: 0.0011035, Valid MRR: 0.3277,
2023-06-11 09:25:46,530 - yago11k_both - [INFO] - [E:459| 0]: Train Loss:0.0011005, Val MRR:0.3277, yago11k_both
2023-06-11 09:26:49,365 - yago11k_both - [INFO] - [E:459| 100]: Train Loss:0.0011024, Val MRR:0.3277, yago11k_both
2023-06-11 09:27:52,245 - yago11k_both - [INFO] - [E:459| 200]: Train Loss:0.0011022, Val MRR:0.3277, yago11k_both
2023-06-11 09:28:55,052 - yago11k_both - [INFO] - [E:459| 300]: Train Loss:0.0011024, Val MRR:0.3277, yago11k_both
2023-06-11 09:29:57,851 - yago11k_both - [INFO] - [E:459| 400]: Train Loss:0.0011029, Val MRR:0.3277, yago11k_both
2023-06-11 09:31:00,693 - yago11k_both - [INFO] - [E:459| 500]: Train Loss:0.0011028, Val MRR:0.3277, yago11k_both
2023-06-11 09:32:03,078 - yago11k_both - [INFO] - [E:459| 600]: Train Loss:0.0011031, Val MRR:0.3277, yago11k_both
2023-06-11 09:32:03,078 - yago11k_both - [INFO] - [Epoch:459]: Training Loss:0.001103
2023-06-11 09:32:03,292 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 09:32:15,216 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 09:32:26,971 - yago11k_both - [INFO] - [Evaluating Epoch 459 valid]:
MRR: Tail : 0.41481, Head : 0.23581, Avg : 0.32531
MR: Tail : 679.6, Head : 1025.8, Avg : 852.7
Hit-1: Tail : 0.33079, Head : 0.19325, Avg : 0.26202
Hit-3: Tail : 0.45235, Head : 0.23451, Avg : 0.34343
Hit-10: Tail : 0.58739, Head : 0.3162, Avg : 0.45179
2023-06-11 09:32:26,971 - yago11k_both - [INFO] - [Epoch 459]: Training Loss: 0.0011031, Valid MRR: 0.3277,
2023-06-11 09:32:27,604 - yago11k_both - [INFO] - [E:460| 0]: Train Loss:0.0010997, Val MRR:0.3277, yago11k_both
2023-06-11 09:33:30,509 - yago11k_both - [INFO] - [E:460| 100]: Train Loss:0.0011029, Val MRR:0.3277, yago11k_both
2023-06-11 09:34:33,454 - yago11k_both - [INFO] - [E:460| 200]: Train Loss:0.0011032, Val MRR:0.3277, yago11k_both
2023-06-11 09:35:36,342 - yago11k_both - [INFO] - [E:460| 300]: Train Loss:0.0011032, Val MRR:0.3277, yago11k_both
2023-06-11 09:36:39,222 - yago11k_both - [INFO] - [E:460| 400]: Train Loss:0.0011028, Val MRR:0.3277, yago11k_both
2023-06-11 09:37:42,055 - yago11k_both - [INFO] - [E:460| 500]: Train Loss:0.0011028, Val MRR:0.3277, yago11k_both
2023-06-11 09:38:44,501 - yago11k_both - [INFO] - [E:460| 600]: Train Loss:0.0011033, Val MRR:0.3277, yago11k_both
2023-06-11 09:38:44,502 - yago11k_both - [INFO] - [Epoch:460]: Training Loss:0.001103
2023-06-11 09:38:44,715 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 09:38:56,647 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 09:39:08,449 - yago11k_both - [INFO] - [Evaluating Epoch 460 valid]:
MRR: Tail : 0.41609, Head : 0.23495, Avg : 0.32552
2023-06-11 09:39:08,449 - yago11k_both - [INFO] - [Epoch 460]: Training Loss: 0.0011033, Valid MRR: 0.3277,
2023-06-11 09:39:09,084 - yago11k_both - [INFO] - [E:461| 0]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_both
2023-06-11 09:40:11,910 - yago11k_both - [INFO] - [E:461| 100]: Train Loss:0.0011046, Val MRR:0.3277, yago11k_both
2023-06-11 09:41:14,810 - yago11k_both - [INFO] - [E:461| 200]: Train Loss:0.0011031, Val MRR:0.3277, yago11k_both
2023-06-11 09:42:17,767 - yago11k_both - [INFO] - [E:461| 300]: Train Loss:0.0011031, Val MRR:0.3277, yago11k_both
2023-06-11 09:43:20,664 - yago11k_both - [INFO] - [E:461| 400]: Train Loss:0.0011034, Val MRR:0.3277, yago11k_both
2023-06-11 09:44:23,578 - yago11k_both - [INFO] - [E:461| 500]: Train Loss:0.0011033, Val MRR:0.3277, yago11k_both
2023-06-11 09:45:26,055 - yago11k_both - [INFO] - [E:461| 600]: Train Loss:0.0011032, Val MRR:0.3277, yago11k_both
2023-06-11 09:45:26,055 - yago11k_both - [INFO] - [Epoch:461]: Training Loss:0.001103
2023-06-11 09:45:26,269 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 09:45:38,192 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 09:45:49,953 - yago11k_both - [INFO] - [Evaluating Epoch 461 valid]:
MRR: Tail : 0.41504, Head : 0.23481, Avg : 0.32492
2023-06-11 09:45:49,953 - yago11k_both - [INFO] - [Epoch 461]: Training Loss: 0.0011032, Valid MRR: 0.3277,
2023-06-11 09:45:50,587 - yago11k_both - [INFO] - [E:462| 0]: Train Loss:0.0010995, Val MRR:0.3277, yago11k_both
2023-06-11 09:46:53,479 - yago11k_both - [INFO] - [E:462| 100]: Train Loss:0.0011054, Val MRR:0.3277, yago11k_both
2023-06-11 09:47:56,397 - yago11k_both - [INFO] - [E:462| 200]: Train Loss:0.001103, Val MRR:0.3277, yago11k_both
2023-06-11 09:48:59,267 - yago11k_both - [INFO] - [E:462| 300]: Train Loss:0.0011031, Val MRR:0.3277, yago11k_both
2023-06-11 09:50:02,112 - yago11k_both - [INFO] - [E:462| 400]: Train Loss:0.001103, Val MRR:0.3277, yago11k_both
2023-06-11 09:51:05,031 - yago11k_both - [INFO] - [E:462| 500]: Train Loss:0.0011028, Val MRR:0.3277, yago11k_both
2023-06-11 09:52:07,482 - yago11k_both - [INFO] - [E:462| 600]: Train Loss:0.001103, Val MRR:0.3277, yago11k_both
2023-06-11 09:52:07,483 - yago11k_both - [INFO] - [Epoch:462]: Training Loss:0.001103
2023-06-11 09:52:07,697 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 09:52:19,625 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 09:52:31,392 - yago11k_both - [INFO] - [Evaluating Epoch 462 valid]:
MRR: Tail : 0.41348, Head : 0.23519, Avg : 0.32433
2023-06-11 09:52:31,392 - yago11k_both - [INFO] - [Epoch 462]: Training Loss: 0.001103, Valid MRR: 0.3277,
2023-06-11 09:52:32,028 - yago11k_both - [INFO] - [E:463| 0]: Train Loss:0.0011057, Val MRR:0.3277, yago11k_both
2023-06-11 09:53:34,957 - yago11k_both - [INFO] - [E:463| 100]: Train Loss:0.0011025, Val MRR:0.3277, yago11k_both
2023-06-11 09:54:37,846 - yago11k_both - [INFO] - [E:463| 200]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_both
2023-06-11 09:55:40,646 - yago11k_both - [INFO] - [E:463| 300]: Train Loss:0.0011029, Val MRR:0.3277, yago11k_both
2023-06-11 09:56:43,436 - yago11k_both - [INFO] - [E:463| 400]: Train Loss:0.0011027, Val MRR:0.3277, yago11k_both
2023-06-11 09:57:46,376 - yago11k_both - [INFO] - [E:463| 500]: Train Loss:0.0011025, Val MRR:0.3277, yago11k_both
2023-06-11 09:58:48,864 - yago11k_both - [INFO] - [E:463| 600]: Train Loss:0.001103, Val MRR:0.3277, yago11k_both
2023-06-11 09:58:48,865 - yago11k_both - [INFO] - [Epoch:463]: Training Loss:0.001103
2023-06-11 09:58:49,078 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 09:59:01,003 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 09:59:12,768 - yago11k_both - [INFO] - [Evaluating Epoch 463 valid]:
MRR: Tail : 0.41777, Head : 0.23635, Avg : 0.32706
2023-06-11 09:59:12,768 - yago11k_both - [INFO] - [Epoch 463]: Training Loss: 0.001103, Valid MRR: 0.3277,
2023-06-11 09:59:13,404 - yago11k_both - [INFO] - [E:464| 0]: Train Loss:0.0011081, Val MRR:0.3277, yago11k_both
2023-06-11 10:00:16,341 - yago11k_both - [INFO] - [E:464| 100]: Train Loss:0.0011024, Val MRR:0.3277, yago11k_both
2023-06-11 10:01:19,143 - yago11k_both - [INFO] - [E:464| 200]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_both
2023-06-11 10:02:21,970 - yago11k_both - [INFO] - [E:464| 300]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_both
2023-06-11 10:03:24,861 - yago11k_both - [INFO] - [E:464| 400]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_both
2023-06-11 10:04:27,663 - yago11k_both - [INFO] - [E:464| 500]: Train Loss:0.0011037, Val MRR:0.3277, yago11k_both
2023-06-11 10:05:30,043 - yago11k_both - [INFO] - [E:464| 600]: Train Loss:0.0011032, Val MRR:0.3277, yago11k_both
2023-06-11 10:05:30,044 - yago11k_both - [INFO] - [Epoch:464]: Training Loss:0.001103
2023-06-11 10:05:30,257 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 10:05:42,213 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 10:05:54,001 - yago11k_both - [INFO] - [Evaluating Epoch 464 valid]:
MRR: Tail : 0.41183, Head : 0.23684, Avg : 0.32433
2023-06-11 10:05:54,001 - yago11k_both - [INFO] - [Epoch 464]: Training Loss: 0.0011032, Valid MRR: 0.3277,
2023-06-11 10:05:54,635 - yago11k_both - [INFO] - [E:465| 0]: Train Loss:0.0010994, Val MRR:0.3277, yago11k_both
2023-06-11 10:06:57,464 - yago11k_both - [INFO] - [E:465| 100]: Train Loss:0.0011007, Val MRR:0.3277, yago11k_both
2023-06-11 10:08:00,306 - yago11k_both - [INFO] - [E:465| 200]: Train Loss:0.0011019, Val MRR:0.3277, yago11k_both
2023-06-11 10:09:03,178 - yago11k_both - [INFO] - [E:465| 300]: Train Loss:0.0011027, Val MRR:0.3277, yago11k_both
2023-06-11 10:10:05,975 - yago11k_both - [INFO] - [E:465| 400]: Train Loss:0.0011023, Val MRR:0.3277, yago11k_both
2023-06-11 10:11:08,791 - yago11k_both - [INFO] - [E:465| 500]: Train Loss:0.0011024, Val MRR:0.3277, yago11k_both
2023-06-11 10:12:11,301 - yago11k_both - [INFO] - [E:465| 600]: Train Loss:0.0011026, Val MRR:0.3277, yago11k_both
2023-06-11 10:12:11,301 - yago11k_both - [INFO] - [Epoch:465]: Training Loss:0.001103
2023-06-11 10:12:11,514 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 10:12:23,432 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 10:12:35,192 - yago11k_both - [INFO] - [Evaluating Epoch 465 valid]:
MRR: Tail : 0.41249, Head : 0.23944, Avg : 0.32597
2023-06-11 10:12:35,192 - yago11k_both - [INFO] - [Epoch 465]: Training Loss: 0.0011026, Valid MRR: 0.3277,
2023-06-11 10:12:35,826 - yago11k_both - [INFO] - [E:466| 0]: Train Loss:0.0011056, Val MRR:0.3277, yago11k_both
2023-06-11 10:13:38,602 - yago11k_both - [INFO] - [E:466| 100]: Train Loss:0.0011047, Val MRR:0.3277, yago11k_both
2023-06-11 10:14:41,445 - yago11k_both - [INFO] - [E:466| 200]: Train Loss:0.0011033, Val MRR:0.3277, yago11k_both
2023-06-11 10:15:44,375 - yago11k_both - [INFO] - [E:466| 300]: Train Loss:0.0011037, Val MRR:0.3277, yago11k_both
2023-06-11 10:16:47,314 - yago11k_both - [INFO] - [E:466| 400]: Train Loss:0.0011031, Val MRR:0.3277, yago11k_both
2023-06-11 10:17:50,227 - yago11k_both - [INFO] - [E:466| 500]: Train Loss:0.0011033, Val MRR:0.3277, yago11k_both
2023-06-11 10:18:52,645 - yago11k_both - [INFO] - [E:466| 600]: Train Loss:0.001103, Val MRR:0.3277, yago11k_both
2023-06-11 10:18:52,646 - yago11k_both - [INFO] - [Epoch:466]: Training Loss:0.001103
2023-06-11 10:18:52,860 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 10:19:04,773 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 10:19:16,543 - yago11k_both - [INFO] - [Evaluating Epoch 466 valid]:
MRR: Tail : 0.41304, Head : 0.23716, Avg : 0.3251
2023-06-11 10:19:16,543 - yago11k_both - [INFO] - [Epoch 466]: Training Loss: 0.001103, Valid MRR: 0.3277,
2023-06-11 10:19:17,178 - yago11k_both - [INFO] - [E:467| 0]: Train Loss:0.0011165, Val MRR:0.3277, yago11k_both
2023-06-11 10:20:20,030 - yago11k_both - [INFO] - [E:467| 100]: Train Loss:0.001104, Val MRR:0.3277, yago11k_both
2023-06-11 10:21:22,837 - yago11k_both - [INFO] - [E:467| 200]: Train Loss:0.0011032, Val MRR:0.3277, yago11k_both
2023-06-11 10:22:25,613 - yago11k_both - [INFO] - [E:467| 300]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_both
2023-06-11 10:23:28,464 - yago11k_both - [INFO] - [E:467| 400]: Train Loss:0.0011034, Val MRR:0.3277, yago11k_both
2023-06-11 10:24:31,429 - yago11k_both - [INFO] - [E:467| 500]: Train Loss:0.0011031, Val MRR:0.3277, yago11k_both
2023-06-11 10:25:33,952 - yago11k_both - [INFO] - [E:467| 600]: Train Loss:0.0011029, Val MRR:0.3277, yago11k_both
2023-06-11 10:25:33,952 - yago11k_both - [INFO] - [Epoch:467]: Training Loss:0.001103
2023-06-11 10:25:34,165 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 10:25:46,092 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 10:25:57,850 - yago11k_both - [INFO] - [Evaluating Epoch 467 valid]:
MRR: Tail : 0.4145, Head : 0.23536, Avg : 0.32493
2023-06-11 10:25:57,851 - yago11k_both - [INFO] - [Epoch 467]: Training Loss: 0.0011029, Valid MRR: 0.3277,
2023-06-11 10:25:58,489 - yago11k_both - [INFO] - [E:468| 0]: Train Loss:0.001105, Val MRR:0.3277, yago11k_both
2023-06-11 10:27:01,321 - yago11k_both - [INFO] - [E:468| 100]: Train Loss:0.0011016, Val MRR:0.3277, yago11k_both
2023-06-11 10:28:04,168 - yago11k_both - [INFO] - [E:468| 200]: Train Loss:0.0011032, Val MRR:0.3277, yago11k_both
2023-06-11 10:29:07,051 - yago11k_both - [INFO] - [E:468| 300]: Train Loss:0.0011028, Val MRR:0.3277, yago11k_both
2023-06-11 10:30:09,961 - yago11k_both - [INFO] - [E:468| 400]: Train Loss:0.0011026, Val MRR:0.3277, yago11k_both
2023-06-11 10:31:12,916 - yago11k_both - [INFO] - [E:468| 500]: Train Loss:0.0011024, Val MRR:0.3277, yago11k_both
2023-06-11 10:32:15,444 - yago11k_both - [INFO] - [E:468| 600]: Train Loss:0.0011027, Val MRR:0.3277, yago11k_both
2023-06-11 10:32:15,444 - yago11k_both - [INFO] - [Epoch:468]: Training Loss:0.001103
2023-06-11 10:32:15,658 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 10:32:27,603 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 10:32:39,372 - yago11k_both - [INFO] - [Evaluating Epoch 468 valid]:
MRR: Tail : 0.4116, Head : 0.2355, Avg : 0.32355
2023-06-11 10:32:39,373 - yago11k_both - [INFO] - [Epoch 468]: Training Loss: 0.0011027, Valid MRR: 0.3277,
2023-06-11 10:32:40,011 - yago11k_both - [INFO] - [E:469| 0]: Train Loss:0.0011017, Val MRR:0.3277, yago11k_both
2023-06-11 10:33:42,965 - yago11k_both - [INFO] - [E:469| 100]: Train Loss:0.0011052, Val MRR:0.3277, yago11k_both
2023-06-11 10:34:45,931 - yago11k_both - [INFO] - [E:469| 200]: Train Loss:0.0011046, Val MRR:0.3277, yago11k_both
2023-06-11 10:35:48,902 - yago11k_both - [INFO] - [E:469| 300]: Train Loss:0.0011035, Val MRR:0.3277, yago11k_both
2023-06-11 10:36:51,844 - yago11k_both - [INFO] - [E:469| 400]: Train Loss:0.0011028, Val MRR:0.3277, yago11k_both
2023-06-11 10:37:54,864 - yago11k_both - [INFO] - [E:469| 500]: Train Loss:0.0011025, Val MRR:0.3277, yago11k_both
2023-06-11 10:38:57,297 - yago11k_both - [INFO] - [E:469| 600]: Train Loss:0.0011025, Val MRR:0.3277, yago11k_both
2023-06-11 10:38:57,298 - yago11k_both - [INFO] - [Epoch:469]: Training Loss:0.001103
2023-06-11 10:38:57,511 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 10:39:09,435 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 10:39:21,196 - yago11k_both - [INFO] - [Evaluating Epoch 469 valid]:
MRR: Tail : 0.41858, Head : 0.23773, Avg : 0.32815
MR: Tail : 675.36, Head : 1008.4, Avg : 841.87
Hit-1: Tail : 0.33732, Head : 0.19519, Avg : 0.26625
Hit-3: Tail : 0.45388, Head : 0.23923, Avg : 0.34655
Hit-10: Tail : 0.58433, Head : 0.31425, Avg : 0.44929
2023-06-11 10:39:22,467 - yago11k_both - [INFO] - [Epoch 469]: Training Loss: 0.0011025, Valid MRR: 0.32815,
2023-06-11 10:39:23,112 - yago11k_both - [INFO] - [E:470| 0]: Train Loss:0.0010973, Val MRR:0.32815, yago11k_both
2023-06-11 10:40:26,039 - yago11k_both - [INFO] - [E:470| 100]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_both
2023-06-11 10:41:28,965 - yago11k_both - [INFO] - [E:470| 200]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_both
2023-06-11 10:42:31,794 - yago11k_both - [INFO] - [E:470| 300]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_both
2023-06-11 10:43:34,618 - yago11k_both - [INFO] - [E:470| 400]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_both
2023-06-11 10:44:37,548 - yago11k_both - [INFO] - [E:470| 500]: Train Loss:0.0011022, Val MRR:0.32815, yago11k_both
2023-06-11 10:45:40,071 - yago11k_both - [INFO] - [E:470| 600]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_both
2023-06-11 10:45:40,071 - yago11k_both - [INFO] - [Epoch:470]: Training Loss:0.001103
2023-06-11 10:45:40,286 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 10:45:52,223 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 10:46:04,002 - yago11k_both - [INFO] - [Evaluating Epoch 470 valid]:
MRR: Tail : 0.41589, Head : 0.23878, Avg : 0.32734
2023-06-11 10:46:04,003 - yago11k_both - [INFO] - [Epoch 470]: Training Loss: 0.0011026, Valid MRR: 0.32815,
2023-06-11 10:46:04,638 - yago11k_both - [INFO] - [E:471| 0]: Train Loss:0.0011288, Val MRR:0.32815, yago11k_both
2023-06-11 10:47:07,605 - yago11k_both - [INFO] - [E:471| 100]: Train Loss:0.0011002, Val MRR:0.32815, yago11k_both
2023-06-11 10:48:10,424 - yago11k_both - [INFO] - [E:471| 200]: Train Loss:0.0011007, Val MRR:0.32815, yago11k_both
2023-06-11 10:49:13,265 - yago11k_both - [INFO] - [E:471| 300]: Train Loss:0.0011022, Val MRR:0.32815, yago11k_both
2023-06-11 10:50:16,135 - yago11k_both - [INFO] - [E:471| 400]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_both
2023-06-11 10:51:18,982 - yago11k_both - [INFO] - [E:471| 500]: Train Loss:0.0011023, Val MRR:0.32815, yago11k_both
2023-06-11 10:52:21,407 - yago11k_both - [INFO] - [E:471| 600]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_both
2023-06-11 10:52:21,408 - yago11k_both - [INFO] - [Epoch:471]: Training Loss:0.001102
2023-06-11 10:52:21,621 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 10:52:33,538 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 10:52:45,336 - yago11k_both - [INFO] - [Evaluating Epoch 471 valid]:
MRR: Tail : 0.40805, Head : 0.23862, Avg : 0.32334
2023-06-11 10:52:45,336 - yago11k_both - [INFO] - [Epoch 471]: Training Loss: 0.0011025, Valid MRR: 0.32815,
2023-06-11 10:52:45,976 - yago11k_both - [INFO] - [E:472| 0]: Train Loss:0.0010935, Val MRR:0.32815, yago11k_both
2023-06-11 10:53:48,910 - yago11k_both - [INFO] - [E:472| 100]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_both
2023-06-11 10:54:51,810 - yago11k_both - [INFO] - [E:472| 200]: Train Loss:0.001102, Val MRR:0.32815, yago11k_both
2023-06-11 10:55:54,784 - yago11k_both - [INFO] - [E:472| 300]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_both
2023-06-11 10:56:57,612 - yago11k_both - [INFO] - [E:472| 400]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_both
2023-06-11 10:58:00,491 - yago11k_both - [INFO] - [E:472| 500]: Train Loss:0.0011028, Val MRR:0.32815, yago11k_both
2023-06-11 10:59:02,950 - yago11k_both - [INFO] - [E:472| 600]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_both
2023-06-11 10:59:02,951 - yago11k_both - [INFO] - [Epoch:472]: Training Loss:0.001102
2023-06-11 10:59:03,164 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 10:59:15,079 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 10:59:26,834 - yago11k_both - [INFO] - [Evaluating Epoch 472 valid]:
MRR: Tail : 0.41663, Head : 0.23797, Avg : 0.3273
2023-06-11 10:59:26,834 - yago11k_both - [INFO] - [Epoch 472]: Training Loss: 0.0011024, Valid MRR: 0.32815,
2023-06-11 10:59:27,470 - yago11k_both - [INFO] - [E:473| 0]: Train Loss:0.0011298, Val MRR:0.32815, yago11k_both
2023-06-11 11:00:30,301 - yago11k_both - [INFO] - [E:473| 100]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_both
2023-06-11 11:01:33,133 - yago11k_both - [INFO] - [E:473| 200]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_both
2023-06-11 11:02:36,035 - yago11k_both - [INFO] - [E:473| 300]: Train Loss:0.001102, Val MRR:0.32815, yago11k_both
2023-06-11 11:03:38,882 - yago11k_both - [INFO] - [E:473| 400]: Train Loss:0.0011029, Val MRR:0.32815, yago11k_both
2023-06-11 11:04:41,742 - yago11k_both - [INFO] - [E:473| 500]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_both
2023-06-11 11:05:44,125 - yago11k_both - [INFO] - [E:473| 600]: Train Loss:0.0011028, Val MRR:0.32815, yago11k_both
2023-06-11 11:05:44,125 - yago11k_both - [INFO] - [Epoch:473]: Training Loss:0.001103
2023-06-11 11:05:44,339 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 11:05:56,256 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 11:06:08,016 - yago11k_both - [INFO] - [Evaluating Epoch 473 valid]:
MRR: Tail : 0.41367, Head : 0.23566, Avg : 0.32467
2023-06-11 11:06:08,017 - yago11k_both - [INFO] - [Epoch 473]: Training Loss: 0.0011028, Valid MRR: 0.32815,
2023-06-11 11:06:08,652 - yago11k_both - [INFO] - [E:474| 0]: Train Loss:0.0011035, Val MRR:0.32815, yago11k_both
2023-06-11 11:07:11,459 - yago11k_both - [INFO] - [E:474| 100]: Train Loss:0.001103, Val MRR:0.32815, yago11k_both
2023-06-11 11:08:14,346 - yago11k_both - [INFO] - [E:474| 200]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_both
2023-06-11 11:09:17,210 - yago11k_both - [INFO] - [E:474| 300]: Train Loss:0.0011029, Val MRR:0.32815, yago11k_both
2023-06-11 11:10:20,094 - yago11k_both - [INFO] - [E:474| 400]: Train Loss:0.0011027, Val MRR:0.32815, yago11k_both
2023-06-11 11:11:23,023 - yago11k_both - [INFO] - [E:474| 500]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_both
2023-06-11 11:12:25,457 - yago11k_both - [INFO] - [E:474| 600]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_both
2023-06-11 11:12:25,458 - yago11k_both - [INFO] - [Epoch:474]: Training Loss:0.001103
2023-06-11 11:12:25,670 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 11:12:37,592 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 11:12:49,350 - yago11k_both - [INFO] - [Evaluating Epoch 474 valid]:
MRR: Tail : 0.41611, Head : 0.2362, Avg : 0.32615
2023-06-11 11:12:49,350 - yago11k_both - [INFO] - [Epoch 474]: Training Loss: 0.0011026, Valid MRR: 0.32815,
2023-06-11 11:12:49,986 - yago11k_both - [INFO] - [E:475| 0]: Train Loss:0.0011007, Val MRR:0.32815, yago11k_both
2023-06-11 11:13:52,880 - yago11k_both - [INFO] - [E:475| 100]: Train Loss:0.001103, Val MRR:0.32815, yago11k_both
2023-06-11 11:14:55,781 - yago11k_both - [INFO] - [E:475| 200]: Train Loss:0.0011029, Val MRR:0.32815, yago11k_both
2023-06-11 11:15:58,722 - yago11k_both - [INFO] - [E:475| 300]: Train Loss:0.0011029, Val MRR:0.32815, yago11k_both
2023-06-11 11:17:01,596 - yago11k_both - [INFO] - [E:475| 400]: Train Loss:0.0011023, Val MRR:0.32815, yago11k_both
2023-06-11 11:18:04,419 - yago11k_both - [INFO] - [E:475| 500]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both
2023-06-11 11:19:06,873 - yago11k_both - [INFO] - [E:475| 600]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_both
2023-06-11 11:19:06,873 - yago11k_both - [INFO] - [Epoch:475]: Training Loss:0.001102
2023-06-11 11:19:07,088 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 11:19:19,038 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 11:19:30,811 - yago11k_both - [INFO] - [Evaluating Epoch 475 valid]:
MRR: Tail : 0.41537, Head : 0.23455, Avg : 0.32496
2023-06-11 11:19:30,812 - yago11k_both - [INFO] - [Epoch 475]: Training Loss: 0.0011024, Valid MRR: 0.32815,
2023-06-11 11:19:31,447 - yago11k_both - [INFO] - [E:476| 0]: Train Loss:0.0011326, Val MRR:0.32815, yago11k_both
2023-06-11 11:20:34,270 - yago11k_both - [INFO] - [E:476| 100]: Train Loss:0.0011007, Val MRR:0.32815, yago11k_both
2023-06-11 11:21:37,132 - yago11k_both - [INFO] - [E:476| 200]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both
2023-06-11 11:22:40,075 - yago11k_both - [INFO] - [E:476| 300]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_both
2023-06-11 11:23:42,964 - yago11k_both - [INFO] - [E:476| 400]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both
2023-06-11 11:24:45,810 - yago11k_both - [INFO] - [E:476| 500]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both
2023-06-11 11:25:48,295 - yago11k_both - [INFO] - [E:476| 600]: Train Loss:0.001102, Val MRR:0.32815, yago11k_both
2023-06-11 11:25:48,296 - yago11k_both - [INFO] - [Epoch:476]: Training Loss:0.001102
2023-06-11 11:25:48,509 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 11:26:00,429 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 11:26:12,188 - yago11k_both - [INFO] - [Evaluating Epoch 476 valid]:
MRR: Tail : 0.41522, Head : 0.23676, Avg : 0.32599
2023-06-11 11:26:12,188 - yago11k_both - [INFO] - [Epoch 476]: Training Loss: 0.001102, Valid MRR: 0.32815,
2023-06-11 11:26:12,823 - yago11k_both - [INFO] - [E:477| 0]: Train Loss:0.0011272, Val MRR:0.32815, yago11k_both
2023-06-11 11:27:15,693 - yago11k_both - [INFO] - [E:477| 100]: Train Loss:0.0011, Val MRR:0.32815, yago11k_both
2023-06-11 11:28:18,636 - yago11k_both - [INFO] - [E:477| 200]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both
2023-06-11 11:29:21,489 - yago11k_both - [INFO] - [E:477| 300]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_both
2023-06-11 11:30:24,308 - yago11k_both - [INFO] - [E:477| 400]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_both
2023-06-11 11:31:27,179 - yago11k_both - [INFO] - [E:477| 500]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_both
2023-06-11 11:32:29,564 - yago11k_both - [INFO] - [E:477| 600]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_both
2023-06-11 11:32:29,565 - yago11k_both - [INFO] - [Epoch:477]: Training Loss:0.001102
2023-06-11 11:32:29,779 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 11:32:41,699 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 11:32:53,453 - yago11k_both - [INFO] - [Evaluating Epoch 477 valid]:
MRR: Tail : 0.41345, Head : 0.23611, Avg : 0.32478
2023-06-11 11:32:53,454 - yago11k_both - [INFO] - [Epoch 477]: Training Loss: 0.0011024, Valid MRR: 0.32815,
2023-06-11 11:32:54,087 - yago11k_both - [INFO] - [E:478| 0]: Train Loss:0.0010915, Val MRR:0.32815, yago11k_both
2023-06-11 11:33:56,968 - yago11k_both - [INFO] - [E:478| 100]: Train Loss:0.0011008, Val MRR:0.32815, yago11k_both
2023-06-11 11:34:59,842 - yago11k_both - [INFO] - [E:478| 200]: Train Loss:0.0011004, Val MRR:0.32815, yago11k_both
2023-06-11 11:36:02,646 - yago11k_both - [INFO] - [E:478| 300]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_both
2023-06-11 11:37:05,548 - yago11k_both - [INFO] - [E:478| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both
2023-06-11 11:38:08,439 - yago11k_both - [INFO] - [E:478| 500]: Train Loss:0.0011015, Val MRR:0.32815, yago11k_both
2023-06-11 11:39:10,934 - yago11k_both - [INFO] - [E:478| 600]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both
2023-06-11 11:39:10,934 - yago11k_both - [INFO] - [Epoch:478]: Training Loss:0.001102
2023-06-11 11:39:11,148 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 11:39:23,061 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 11:39:34,811 - yago11k_both - [INFO] - [Evaluating Epoch 478 valid]:
MRR: Tail : 0.41666, Head : 0.23561, Avg : 0.32613
2023-06-11 11:39:34,811 - yago11k_both - [INFO] - [Epoch 478]: Training Loss: 0.0011021, Valid MRR: 0.32815,
2023-06-11 11:39:35,445 - yago11k_both - [INFO] - [E:479| 0]: Train Loss:0.0010777, Val MRR:0.32815, yago11k_both
2023-06-11 11:40:38,388 - yago11k_both - [INFO] - [E:479| 100]: Train Loss:0.001099, Val MRR:0.32815, yago11k_both
2023-06-11 11:41:41,298 - yago11k_both - [INFO] - [E:479| 200]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_both
2023-06-11 11:42:44,197 - yago11k_both - [INFO] - [E:479| 300]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both
2023-06-11 11:43:47,089 - yago11k_both - [INFO] - [E:479| 400]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both
2023-06-11 11:44:49,900 - yago11k_both - [INFO] - [E:479| 500]: Train Loss:0.0011023, Val MRR:0.32815, yago11k_both
2023-06-11 11:45:52,331 - yago11k_both - [INFO] - [E:479| 600]: Train Loss:0.0011023, Val MRR:0.32815, yago11k_both
2023-06-11 11:45:52,331 - yago11k_both - [INFO] - [Epoch:479]: Training Loss:0.001102
2023-06-11 11:45:52,545 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 11:46:04,466 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 11:46:16,215 - yago11k_both - [INFO] - [Evaluating Epoch 479 valid]:
MRR: Tail : 0.41437, Head : 0.23803, Avg : 0.3262
MR: Tail : 701.36, Head : 1009.4, Avg : 855.37
Hit-1: Tail : 0.33176, Head : 0.19672, Avg : 0.26424
Hit-3: Tail : 0.44957, Head : 0.23645, Avg : 0.34301
Hit-10: Tail : 0.57822, Head : 0.31648, Avg : 0.44735
2023-06-11 11:46:16,215 - yago11k_both - [INFO] - [Epoch 479]: Training Loss: 0.0011023, Valid MRR: 0.32815,
2023-06-11 11:46:16,849 - yago11k_both - [INFO] - [E:480| 0]: Train Loss:0.0010868, Val MRR:0.32815, yago11k_both
2023-06-11 11:47:19,754 - yago11k_both - [INFO] - [E:480| 100]: Train Loss:0.0010996, Val MRR:0.32815, yago11k_both
2023-06-11 11:48:22,695 - yago11k_both - [INFO] - [E:480| 200]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_both
2023-06-11 11:49:25,568 - yago11k_both - [INFO] - [E:480| 300]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_both
2023-06-11 11:50:28,378 - yago11k_both - [INFO] - [E:480| 400]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_both
2023-06-11 11:51:31,201 - yago11k_both - [INFO] - [E:480| 500]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_both
2023-06-11 11:52:33,726 - yago11k_both - [INFO] - [E:480| 600]: Train Loss:0.0011022, Val MRR:0.32815, yago11k_both
2023-06-11 11:52:33,726 - yago11k_both - [INFO] - [Epoch:480]: Training Loss:0.001102
2023-06-11 11:52:33,940 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 11:52:45,870 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 11:52:57,628 - yago11k_both - [INFO] - [Evaluating Epoch 480 valid]:
MRR: Tail : 0.41191, Head : 0.23525, Avg : 0.32358
2023-06-11 11:52:57,628 - yago11k_both - [INFO] - [Epoch 480]: Training Loss: 0.0011022, Valid MRR: 0.32815,
2023-06-11 11:52:58,265 - yago11k_both - [INFO] - [E:481| 0]: Train Loss:0.0011068, Val MRR:0.32815, yago11k_both
2023-06-11 11:54:01,082 - yago11k_both - [INFO] - [E:481| 100]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both
2023-06-11 11:55:03,978 - yago11k_both - [INFO] - [E:481| 200]: Train Loss:0.0011011, Val MRR:0.32815, yago11k_both
2023-06-11 11:56:06,831 - yago11k_both - [INFO] - [E:481| 300]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both
2023-06-11 11:57:09,757 - yago11k_both - [INFO] - [E:481| 400]: Train Loss:0.001102, Val MRR:0.32815, yago11k_both
2023-06-11 11:58:12,664 - yago11k_both - [INFO] - [E:481| 500]: Train Loss:0.0011023, Val MRR:0.32815, yago11k_both
2023-06-11 11:59:15,302 - yago11k_both - [INFO] - [E:481| 600]: Train Loss:0.0011022, Val MRR:0.32815, yago11k_both
2023-06-11 11:59:15,303 - yago11k_both - [INFO] - [Epoch:481]: Training Loss:0.001102
2023-06-11 11:59:15,517 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 11:59:27,446 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 11:59:39,201 - yago11k_both - [INFO] - [Evaluating Epoch 481 valid]:
MRR: Tail : 0.41503, Head : 0.23456, Avg : 0.3248
2023-06-11 11:59:39,202 - yago11k_both - [INFO] - [Epoch 481]: Training Loss: 0.0011022, Valid MRR: 0.32815,
2023-06-11 11:59:39,837 - yago11k_both - [INFO] - [E:482| 0]: Train Loss:0.0010923, Val MRR:0.32815, yago11k_both
2023-06-11 12:00:42,808 - yago11k_both - [INFO] - [E:482| 100]: Train Loss:0.0011015, Val MRR:0.32815, yago11k_both
2023-06-11 12:01:45,726 - yago11k_both - [INFO] - [E:482| 200]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_both
2023-06-11 12:02:48,640 - yago11k_both - [INFO] - [E:482| 300]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both
2023-06-11 12:03:51,524 - yago11k_both - [INFO] - [E:482| 400]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both
2023-06-11 12:04:54,316 - yago11k_both - [INFO] - [E:482| 500]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both
2023-06-11 12:05:56,677 - yago11k_both - [INFO] - [E:482| 600]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both
2023-06-11 12:05:56,677 - yago11k_both - [INFO] - [Epoch:482]: Training Loss:0.001102
2023-06-11 12:05:56,890 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 12:06:08,797 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 12:06:20,558 - yago11k_both - [INFO] - [Evaluating Epoch 482 valid]:
MRR: Tail : 0.41512, Head : 0.23445, Avg : 0.32479
2023-06-11 12:06:20,558 - yago11k_both - [INFO] - [Epoch 482]: Training Loss: 0.0011016, Valid MRR: 0.32815,
2023-06-11 12:06:21,195 - yago11k_both - [INFO] - [E:483| 0]: Train Loss:0.0010917, Val MRR:0.32815, yago11k_both
2023-06-11 12:07:24,026 - yago11k_both - [INFO] - [E:483| 100]: Train Loss:0.001104, Val MRR:0.32815, yago11k_both
2023-06-11 12:08:26,835 - yago11k_both - [INFO] - [E:483| 200]: Train Loss:0.001103, Val MRR:0.32815, yago11k_both
2023-06-11 12:09:29,710 - yago11k_both - [INFO] - [E:483| 300]: Train Loss:0.0011029, Val MRR:0.32815, yago11k_both
2023-06-11 12:10:32,613 - yago11k_both - [INFO] - [E:483| 400]: Train Loss:0.0011027, Val MRR:0.32815, yago11k_both
2023-06-11 12:11:35,494 - yago11k_both - [INFO] - [E:483| 500]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both
2023-06-11 12:12:38,026 - yago11k_both - [INFO] - [E:483| 600]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both
2023-06-11 12:12:38,026 - yago11k_both - [INFO] - [Epoch:483]: Training Loss:0.001102
2023-06-11 12:12:38,239 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 12:12:50,151 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 12:13:01,902 - yago11k_both - [INFO] - [Evaluating Epoch 483 valid]:
MRR: Tail : 0.41392, Head : 0.23427, Avg : 0.3241
2023-06-11 12:13:01,902 - yago11k_both - [INFO] - [Epoch 483]: Training Loss: 0.0011021, Valid MRR: 0.32815,
2023-06-11 12:13:02,537 - yago11k_both - [INFO] - [E:484| 0]: Train Loss:0.0010954, Val MRR:0.32815, yago11k_both
2023-06-11 12:14:05,457 - yago11k_both - [INFO] - [E:484| 100]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both
2023-06-11 12:15:08,361 - yago11k_both - [INFO] - [E:484| 200]: Train Loss:0.001102, Val MRR:0.32815, yago11k_both
2023-06-11 12:16:11,330 - yago11k_both - [INFO] - [E:484| 300]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both
2023-06-11 12:17:14,265 - yago11k_both - [INFO] - [E:484| 400]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both
2023-06-11 12:18:17,269 - yago11k_both - [INFO] - [E:484| 500]: Train Loss:0.001102, Val MRR:0.32815, yago11k_both
2023-06-11 12:19:19,739 - yago11k_both - [INFO] - [E:484| 600]: Train Loss:0.0011022, Val MRR:0.32815, yago11k_both
2023-06-11 12:19:19,739 - yago11k_both - [INFO] - [Epoch:484]: Training Loss:0.001102
2023-06-11 12:19:19,954 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 12:19:31,875 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 12:19:43,639 - yago11k_both - [INFO] - [Evaluating Epoch 484 valid]:
MRR: Tail : 0.4143, Head : 0.23757, Avg : 0.32593
2023-06-11 12:19:43,640 - yago11k_both - [INFO] - [Epoch 484]: Training Loss: 0.0011022, Valid MRR: 0.32815,
2023-06-11 12:19:44,277 - yago11k_both - [INFO] - [E:485| 0]: Train Loss:0.0011182, Val MRR:0.32815, yago11k_both
2023-06-11 12:20:47,205 - yago11k_both - [INFO] - [E:485| 100]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_both
2023-06-11 12:21:50,087 - yago11k_both - [INFO] - [E:485| 200]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_both
2023-06-11 12:22:52,911 - yago11k_both - [INFO] - [E:485| 300]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_both
2023-06-11 12:23:55,733 - yago11k_both - [INFO] - [E:485| 400]: Train Loss:0.0011025, Val MRR:0.32815, yago11k_both
2023-06-11 12:24:58,604 - yago11k_both - [INFO] - [E:485| 500]: Train Loss:0.0011022, Val MRR:0.32815, yago11k_both
2023-06-11 12:26:00,975 - yago11k_both - [INFO] - [E:485| 600]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both
2023-06-11 12:26:00,975 - yago11k_both - [INFO] - [Epoch:485]: Training Loss:0.001102
2023-06-11 12:26:01,189 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 12:26:13,114 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 12:26:24,878 - yago11k_both - [INFO] - [Evaluating Epoch 485 valid]:
MRR: Tail : 0.41544, Head : 0.23562, Avg : 0.32553
2023-06-11 12:26:24,878 - yago11k_both - [INFO] - [Epoch 485]: Training Loss: 0.0011019, Valid MRR: 0.32815,
2023-06-11 12:26:25,510 - yago11k_both - [INFO] - [E:486| 0]: Train Loss:0.0011116, Val MRR:0.32815, yago11k_both
2023-06-11 12:27:28,368 - yago11k_both - [INFO] - [E:486| 100]: Train Loss:0.0011011, Val MRR:0.32815, yago11k_both
2023-06-11 12:28:31,191 - yago11k_both - [INFO] - [E:486| 200]: Train Loss:0.0011013, Val MRR:0.32815, yago11k_both
2023-06-11 12:29:34,013 - yago11k_both - [INFO] - [E:486| 300]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_both
2023-06-11 12:30:36,897 - yago11k_both - [INFO] - [E:486| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both
2023-06-11 12:31:39,806 - yago11k_both - [INFO] - [E:486| 500]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_both
2023-06-11 12:32:42,304 - yago11k_both - [INFO] - [E:486| 600]: Train Loss:0.0011018, Val MRR:0.32815, yago11k_both
2023-06-11 12:32:42,304 - yago11k_both - [INFO] - [Epoch:486]: Training Loss:0.001102
2023-06-11 12:32:42,519 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 12:32:54,473 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 12:33:06,254 - yago11k_both - [INFO] - [Evaluating Epoch 486 valid]:
MRR: Tail : 0.41142, Head : 0.23499, Avg : 0.32321
2023-06-11 12:33:06,254 - yago11k_both - [INFO] - [Epoch 486]: Training Loss: 0.0011018, Valid MRR: 0.32815,
2023-06-11 12:33:06,889 - yago11k_both - [INFO] - [E:487| 0]: Train Loss:0.0010885, Val MRR:0.32815, yago11k_both
2023-06-11 12:34:09,794 - yago11k_both - [INFO] - [E:487| 100]: Train Loss:0.0011024, Val MRR:0.32815, yago11k_both
2023-06-11 12:35:12,695 - yago11k_both - [INFO] - [E:487| 200]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both
2023-06-11 12:36:15,652 - yago11k_both - [INFO] - [E:487| 300]: Train Loss:0.0011026, Val MRR:0.32815, yago11k_both
2023-06-11 12:37:18,544 - yago11k_both - [INFO] - [E:487| 400]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both
2023-06-11 12:38:21,462 - yago11k_both - [INFO] - [E:487| 500]: Train Loss:0.001102, Val MRR:0.32815, yago11k_both
2023-06-11 12:39:24,029 - yago11k_both - [INFO] - [E:487| 600]: Train Loss:0.0011021, Val MRR:0.32815, yago11k_both
2023-06-11 12:39:24,030 - yago11k_both - [INFO] - [Epoch:487]: Training Loss:0.001102
2023-06-11 12:39:24,244 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 12:39:36,175 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 12:39:47,937 - yago11k_both - [INFO] - [Evaluating Epoch 487 valid]:
MRR: Tail : 0.41684, Head : 0.23582, Avg : 0.32633
2023-06-11 12:39:47,937 - yago11k_both - [INFO] - [Epoch 487]: Training Loss: 0.0011021, Valid MRR: 0.32815,
2023-06-11 12:39:48,577 - yago11k_both - [INFO] - [E:488| 0]: Train Loss:0.001095, Val MRR:0.32815, yago11k_both
2023-06-11 12:40:51,490 - yago11k_both - [INFO] - [E:488| 100]: Train Loss:0.0011006, Val MRR:0.32815, yago11k_both
2023-06-11 12:41:54,467 - yago11k_both - [INFO] - [E:488| 200]: Train Loss:0.0011008, Val MRR:0.32815, yago11k_both
2023-06-11 12:42:57,362 - yago11k_both - [INFO] - [E:488| 300]: Train Loss:0.0011011, Val MRR:0.32815, yago11k_both
2023-06-11 12:44:00,248 - yago11k_both - [INFO] - [E:488| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both
2023-06-11 12:45:03,132 - yago11k_both - [INFO] - [E:488| 500]: Train Loss:0.001102, Val MRR:0.32815, yago11k_both
2023-06-11 12:46:05,521 - yago11k_both - [INFO] - [E:488| 600]: Train Loss:0.0011019, Val MRR:0.32815, yago11k_both
2023-06-11 12:46:05,521 - yago11k_both - [INFO] - [Epoch:488]: Training Loss:0.001102
2023-06-11 12:46:05,736 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 12:46:17,662 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 12:46:29,418 - yago11k_both - [INFO] - [Evaluating Epoch 488 valid]:
MRR: Tail : 0.41734, Head : 0.23597, Avg : 0.32665
2023-06-11 12:46:29,418 - yago11k_both - [INFO] - [Epoch 488]: Training Loss: 0.0011019, Valid MRR: 0.32815,
2023-06-11 12:46:30,053 - yago11k_both - [INFO] - [E:489| 0]: Train Loss:0.0011345, Val MRR:0.32815, yago11k_both
2023-06-11 12:47:32,863 - yago11k_both - [INFO] - [E:489| 100]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_both
2023-06-11 12:48:35,718 - yago11k_both - [INFO] - [E:489| 200]: Train Loss:0.0011007, Val MRR:0.32815, yago11k_both
2023-06-11 12:49:38,536 - yago11k_both - [INFO] - [E:489| 300]: Train Loss:0.0011011, Val MRR:0.32815, yago11k_both
2023-06-11 12:50:41,375 - yago11k_both - [INFO] - [E:489| 400]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both
2023-06-11 12:51:44,181 - yago11k_both - [INFO] - [E:489| 500]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both
2023-06-11 12:52:46,567 - yago11k_both - [INFO] - [E:489| 600]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both
2023-06-11 12:52:46,567 - yago11k_both - [INFO] - [Epoch:489]: Training Loss:0.001102
2023-06-11 12:52:46,781 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 12:52:58,698 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 12:53:10,441 - yago11k_both - [INFO] - [Evaluating Epoch 489 valid]:
MRR: Tail : 0.41762, Head : 0.23549, Avg : 0.32656
MR: Tail : 685.42, Head : 1040.4, Avg : 862.91
Hit-1: Tail : 0.33745, Head : 0.19408, Avg : 0.26577
Hit-3: Tail : 0.45068, Head : 0.23437, Avg : 0.34253
Hit-10: Tail : 0.58475, Head : 0.31203, Avg : 0.44839
2023-06-11 12:53:10,441 - yago11k_both - [INFO] - [Epoch 489]: Training Loss: 0.0011016, Valid MRR: 0.32815,
2023-06-11 12:53:11,076 - yago11k_both - [INFO] - [E:490| 0]: Train Loss:0.0011122, Val MRR:0.32815, yago11k_both
2023-06-11 12:54:13,945 - yago11k_both - [INFO] - [E:490| 100]: Train Loss:0.0011009, Val MRR:0.32815, yago11k_both
2023-06-11 12:55:16,751 - yago11k_both - [INFO] - [E:490| 200]: Train Loss:0.0011016, Val MRR:0.32815, yago11k_both
2023-06-11 12:56:19,556 - yago11k_both - [INFO] - [E:490| 300]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_both
2023-06-11 12:57:22,520 - yago11k_both - [INFO] - [E:490| 400]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_both
2023-06-11 12:58:25,426 - yago11k_both - [INFO] - [E:490| 500]: Train Loss:0.0011017, Val MRR:0.32815, yago11k_both
2023-06-11 12:59:27,944 - yago11k_both - [INFO] - [E:490| 600]: Train Loss:0.0011014, Val MRR:0.32815, yago11k_both
2023-06-11 12:59:27,945 - yago11k_both - [INFO] - [Epoch:490]: Training Loss:0.001101
2023-06-11 12:59:28,161 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 12:59:40,086 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 12:59:51,832 - yago11k_both - [INFO] - [Evaluating Epoch 490 valid]:
MRR: Tail : 0.41971, Head : 0.23854, Avg : 0.32912
2023-06-11 12:59:52,778 - yago11k_both - [INFO] - [Epoch 490]: Training Loss: 0.0011014, Valid MRR: 0.32912,
2023-06-11 12:59:53,413 - yago11k_both - [INFO] - [E:491| 0]: Train Loss:0.0011004, Val MRR:0.32912, yago11k_both
2023-06-11 13:00:56,213 - yago11k_both - [INFO] - [E:491| 100]: Train Loss:0.0011003, Val MRR:0.32912, yago11k_both
2023-06-11 13:01:59,049 - yago11k_both - [INFO] - [E:491| 200]: Train Loss:0.0011005, Val MRR:0.32912, yago11k_both
2023-06-11 13:03:01,977 - yago11k_both - [INFO] - [E:491| 300]: Train Loss:0.0011006, Val MRR:0.32912, yago11k_both
2023-06-11 13:04:04,893 - yago11k_both - [INFO] - [E:491| 400]: Train Loss:0.0011009, Val MRR:0.32912, yago11k_both
2023-06-11 13:05:07,846 - yago11k_both - [INFO] - [E:491| 500]: Train Loss:0.0011011, Val MRR:0.32912, yago11k_both
2023-06-11 13:06:10,278 - yago11k_both - [INFO] - [E:491| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_both
2023-06-11 13:06:10,279 - yago11k_both - [INFO] - [Epoch:491]: Training Loss:0.001101
2023-06-11 13:06:10,492 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 13:06:22,405 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 13:06:34,160 - yago11k_both - [INFO] - [Evaluating Epoch 491 valid]:
MRR: Tail : 0.41654, Head : 0.23626, Avg : 0.3264
2023-06-11 13:06:34,160 - yago11k_both - [INFO] - [Epoch 491]: Training Loss: 0.0011014, Valid MRR: 0.32912,
2023-06-11 13:06:34,797 - yago11k_both - [INFO] - [E:492| 0]: Train Loss:0.0010902, Val MRR:0.32912, yago11k_both
2023-06-11 13:07:37,612 - yago11k_both - [INFO] - [E:492| 100]: Train Loss:0.0011013, Val MRR:0.32912, yago11k_both
2023-06-11 13:08:40,445 - yago11k_both - [INFO] - [E:492| 200]: Train Loss:0.0011022, Val MRR:0.32912, yago11k_both
2023-06-11 13:09:43,240 - yago11k_both - [INFO] - [E:492| 300]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_both
2023-06-11 13:10:46,027 - yago11k_both - [INFO] - [E:492| 400]: Train Loss:0.0011016, Val MRR:0.32912, yago11k_both
2023-06-11 13:11:48,945 - yago11k_both - [INFO] - [E:492| 500]: Train Loss:0.0011016, Val MRR:0.32912, yago11k_both
2023-06-11 13:12:51,441 - yago11k_both - [INFO] - [E:492| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_both
2023-06-11 13:12:51,441 - yago11k_both - [INFO] - [Epoch:492]: Training Loss:0.001101
2023-06-11 13:12:51,655 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 13:13:03,575 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 13:13:15,333 - yago11k_both - [INFO] - [Evaluating Epoch 492 valid]:
MRR: Tail : 0.41746, Head : 0.23838, Avg : 0.32792
2023-06-11 13:13:15,333 - yago11k_both - [INFO] - [Epoch 492]: Training Loss: 0.0011014, Valid MRR: 0.32912,
2023-06-11 13:13:15,970 - yago11k_both - [INFO] - [E:493| 0]: Train Loss:0.0011067, Val MRR:0.32912, yago11k_both
2023-06-11 13:14:18,909 - yago11k_both - [INFO] - [E:493| 100]: Train Loss:0.0011018, Val MRR:0.32912, yago11k_both
2023-06-11 13:15:21,816 - yago11k_both - [INFO] - [E:493| 200]: Train Loss:0.0011017, Val MRR:0.32912, yago11k_both
2023-06-11 13:16:24,743 - yago11k_both - [INFO] - [E:493| 300]: Train Loss:0.0011018, Val MRR:0.32912, yago11k_both
2023-06-11 13:17:27,645 - yago11k_both - [INFO] - [E:493| 400]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_both
2023-06-11 13:18:30,450 - yago11k_both - [INFO] - [E:493| 500]: Train Loss:0.0011015, Val MRR:0.32912, yago11k_both
2023-06-11 13:19:32,821 - yago11k_both - [INFO] - [E:493| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_both
2023-06-11 13:19:32,822 - yago11k_both - [INFO] - [Epoch:493]: Training Loss:0.001101
2023-06-11 13:19:33,035 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 13:19:44,938 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 13:19:56,732 - yago11k_both - [INFO] - [Evaluating Epoch 493 valid]:
MRR: Tail : 0.41373, Head : 0.2352, Avg : 0.32447
2023-06-11 13:19:56,732 - yago11k_both - [INFO] - [Epoch 493]: Training Loss: 0.0011014, Valid MRR: 0.32912,
2023-06-11 13:19:57,382 - yago11k_both - [INFO] - [E:494| 0]: Train Loss:0.0011015, Val MRR:0.32912, yago11k_both
2023-06-11 13:21:00,283 - yago11k_both - [INFO] - [E:494| 100]: Train Loss:0.0011011, Val MRR:0.32912, yago11k_both
2023-06-11 13:22:03,161 - yago11k_both - [INFO] - [E:494| 200]: Train Loss:0.0011008, Val MRR:0.32912, yago11k_both
2023-06-11 13:23:06,027 - yago11k_both - [INFO] - [E:494| 300]: Train Loss:0.0011009, Val MRR:0.32912, yago11k_both
2023-06-11 13:24:08,821 - yago11k_both - [INFO] - [E:494| 400]: Train Loss:0.0011012, Val MRR:0.32912, yago11k_both
2023-06-11 13:25:11,611 - yago11k_both - [INFO] - [E:494| 500]: Train Loss:0.0011013, Val MRR:0.32912, yago11k_both
2023-06-11 13:26:14,042 - yago11k_both - [INFO] - [E:494| 600]: Train Loss:0.0011016, Val MRR:0.32912, yago11k_both
2023-06-11 13:26:14,043 - yago11k_both - [INFO] - [Epoch:494]: Training Loss:0.001102
2023-06-11 13:26:14,258 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 13:26:26,172 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 13:26:37,914 - yago11k_both - [INFO] - [Evaluating Epoch 494 valid]:
MRR: Tail : 0.41836, Head : 0.23502, Avg : 0.32669
2023-06-11 13:26:37,914 - yago11k_both - [INFO] - [Epoch 494]: Training Loss: 0.0011016, Valid MRR: 0.32912,
2023-06-11 13:26:38,548 - yago11k_both - [INFO] - [E:495| 0]: Train Loss:0.0010939, Val MRR:0.32912, yago11k_both
2023-06-11 13:27:41,345 - yago11k_both - [INFO] - [E:495| 100]: Train Loss:0.0011005, Val MRR:0.32912, yago11k_both
2023-06-11 13:28:44,186 - yago11k_both - [INFO] - [E:495| 200]: Train Loss:0.0011015, Val MRR:0.32912, yago11k_both
2023-06-11 13:29:47,065 - yago11k_both - [INFO] - [E:495| 300]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_both
2023-06-11 13:30:49,980 - yago11k_both - [INFO] - [E:495| 400]: Train Loss:0.0011016, Val MRR:0.32912, yago11k_both
2023-06-11 13:31:52,884 - yago11k_both - [INFO] - [E:495| 500]: Train Loss:0.0011015, Val MRR:0.32912, yago11k_both
2023-06-11 13:32:55,350 - yago11k_both - [INFO] - [E:495| 600]: Train Loss:0.0011014, Val MRR:0.32912, yago11k_both
2023-06-11 13:32:55,351 - yago11k_both - [INFO] - [Epoch:495]: Training Loss:0.001101
2023-06-11 13:32:55,565 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 13:33:07,488 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 13:33:19,249 - yago11k_both - [INFO] - [Evaluating Epoch 495 valid]:
MRR: Tail : 0.41606, Head : 0.2337, Avg : 0.32488
2023-06-11 13:33:19,249 - yago11k_both - [INFO] - [Epoch 495]: Training Loss: 0.0011014, Valid MRR: 0.32912,
2023-06-11 13:33:19,884 - yago11k_both - [INFO] - [E:496| 0]: Train Loss:0.001101, Val MRR:0.32912, yago11k_both
2023-06-11 13:34:22,705 - yago11k_both - [INFO] - [E:496| 100]: Train Loss:0.0011024, Val MRR:0.32912, yago11k_both
2023-06-11 13:35:25,563 - yago11k_both - [INFO] - [E:496| 200]: Train Loss:0.0011007, Val MRR:0.32912, yago11k_both
2023-06-11 13:36:28,373 - yago11k_both - [INFO] - [E:496| 300]: Train Loss:0.001101, Val MRR:0.32912, yago11k_both
2023-06-11 13:37:31,237 - yago11k_both - [INFO] - [E:496| 400]: Train Loss:0.0011008, Val MRR:0.32912, yago11k_both
2023-06-11 13:38:34,172 - yago11k_both - [INFO] - [E:496| 500]: Train Loss:0.0011008, Val MRR:0.32912, yago11k_both
2023-06-11 13:39:36,666 - yago11k_both - [INFO] - [E:496| 600]: Train Loss:0.0011013, Val MRR:0.32912, yago11k_both
2023-06-11 13:39:36,666 - yago11k_both - [INFO] - [Epoch:496]: Training Loss:0.001101
2023-06-11 13:39:36,880 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 13:39:48,796 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 13:40:00,554 - yago11k_both - [INFO] - [Evaluating Epoch 496 valid]:
MRR: Tail : 0.4141, Head : 0.23445, Avg : 0.32427
2023-06-11 13:40:00,554 - yago11k_both - [INFO] - [Epoch 496]: Training Loss: 0.0011013, Valid MRR: 0.32912,
2023-06-11 13:40:01,190 - yago11k_both - [INFO] - [E:497| 0]: Train Loss:0.0011004, Val MRR:0.32912, yago11k_both
2023-06-11 13:41:04,056 - yago11k_both - [INFO] - [E:497| 100]: Train Loss:0.0010988, Val MRR:0.32912, yago11k_both
2023-06-11 13:42:06,870 - yago11k_both - [INFO] - [E:497| 200]: Train Loss:0.0011001, Val MRR:0.32912, yago11k_both
2023-06-11 13:43:09,646 - yago11k_both - [INFO] - [E:497| 300]: Train Loss:0.0011002, Val MRR:0.32912, yago11k_both
2023-06-11 13:44:12,430 - yago11k_both - [INFO] - [E:497| 400]: Train Loss:0.0011006, Val MRR:0.32912, yago11k_both
2023-06-11 13:45:15,205 - yago11k_both - [INFO] - [E:497| 500]: Train Loss:0.0011012, Val MRR:0.32912, yago11k_both
2023-06-11 13:46:17,589 - yago11k_both - [INFO] - [E:497| 600]: Train Loss:0.0011013, Val MRR:0.32912, yago11k_both
2023-06-11 13:46:17,590 - yago11k_both - [INFO] - [Epoch:497]: Training Loss:0.001101
2023-06-11 13:46:17,806 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 13:46:29,748 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 13:46:41,526 - yago11k_both - [INFO] - [Evaluating Epoch 497 valid]:
MRR: Tail : 0.41439, Head : 0.23709, Avg : 0.32574
2023-06-11 13:46:41,527 - yago11k_both - [INFO] - [Epoch 497]: Training Loss: 0.0011013, Valid MRR: 0.32912,
2023-06-11 13:46:42,164 - yago11k_both - [INFO] - [E:498| 0]: Train Loss:0.0011093, Val MRR:0.32912, yago11k_both
2023-06-11 13:47:45,024 - yago11k_both - [INFO] - [E:498| 100]: Train Loss:0.0011013, Val MRR:0.32912, yago11k_both
2023-06-11 13:48:47,808 - yago11k_both - [INFO] - [E:498| 200]: Train Loss:0.0011004, Val MRR:0.32912, yago11k_both
2023-06-11 13:49:50,690 - yago11k_both - [INFO] - [E:498| 300]: Train Loss:0.0011003, Val MRR:0.32912, yago11k_both
2023-06-11 13:50:53,567 - yago11k_both - [INFO] - [E:498| 400]: Train Loss:0.0011006, Val MRR:0.32912, yago11k_both
2023-06-11 13:51:56,454 - yago11k_both - [INFO] - [E:498| 500]: Train Loss:0.0011005, Val MRR:0.32912, yago11k_both
2023-06-11 13:52:58,958 - yago11k_both - [INFO] - [E:498| 600]: Train Loss:0.0011011, Val MRR:0.32912, yago11k_both
2023-06-11 13:52:58,959 - yago11k_both - [INFO] - [Epoch:498]: Training Loss:0.001101
2023-06-11 13:52:59,173 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 13:53:11,089 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 13:53:22,845 - yago11k_both - [INFO] - [Evaluating Epoch 498 valid]:
MRR: Tail : 0.41261, Head : 0.23554, Avg : 0.32408
2023-06-11 13:53:22,845 - yago11k_both - [INFO] - [Epoch 498]: Training Loss: 0.0011011, Valid MRR: 0.32912,
2023-06-11 13:53:23,481 - yago11k_both - [INFO] - [E:499| 0]: Train Loss:0.0011021, Val MRR:0.32912, yago11k_both
2023-06-11 13:54:26,333 - yago11k_both - [INFO] - [E:499| 100]: Train Loss:0.0010999, Val MRR:0.32912, yago11k_both
2023-06-11 13:55:29,230 - yago11k_both - [INFO] - [E:499| 200]: Train Loss:0.0010994, Val MRR:0.32912, yago11k_both
2023-06-11 13:56:32,170 - yago11k_both - [INFO] - [E:499| 300]: Train Loss:0.0010996, Val MRR:0.32912, yago11k_both
2023-06-11 13:57:35,078 - yago11k_both - [INFO] - [E:499| 400]: Train Loss:0.0010997, Val MRR:0.32912, yago11k_both
2023-06-11 13:58:38,017 - yago11k_both - [INFO] - [E:499| 500]: Train Loss:0.0011001, Val MRR:0.32912, yago11k_both
2023-06-11 13:59:40,425 - yago11k_both - [INFO] - [E:499| 600]: Train Loss:0.0011008, Val MRR:0.32912, yago11k_both
2023-06-11 13:59:40,426 - yago11k_both - [INFO] - [Epoch:499]: Training Loss:0.001101
2023-06-11 13:59:40,641 - yago11k_both - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both
2023-06-11 13:59:52,546 - yago11k_both - [INFO] - [Valid, Head_Batch Step 0] yago11k_both
2023-06-11 14:00:04,299 - yago11k_both - [INFO] - [Evaluating Epoch 499 valid]:
MRR: Tail : 0.41282, Head : 0.23554, Avg : 0.32418
MR: Tail : 690.63, Head : 1039.3, Avg : 864.99
Hit-1: Tail : 0.32676, Head : 0.19422, Avg : 0.26049
Hit-3: Tail : 0.45096, Head : 0.23312, Avg : 0.34204
Hit-10: Tail : 0.58766, Head : 0.31578, Avg : 0.45172
2023-06-11 14:00:04,299 - yago11k_both - [INFO] - [Epoch 499]: Training Loss: 0.0011008, Valid MRR: 0.32912,
2023-06-11 14:00:04,299 - yago11k_both - [INFO] - Loading best model, evaluating on test data
2023-06-11 14:00:04,940 - yago11k_both - [INFO] - [Test, Tail_Batch Step 0] yago11k_both
2023-06-11 14:00:16,381 - yago11k_both - [INFO] - [Test, Head_Batch Step 0] yago11k_both
2023-06-11 14:00:27,654 - yago11k_both - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.35254, Head : 0.20402, Avg : 0.27828
MR: Tail : 752.02, Head : 1142.1, Avg : 947.06
Hit-1: Tail : 0.2669, Head : 0.1582, Avg : 0.21255
Hit-3: Tail : 0.38443, Head : 0.20538, Avg : 0.29491
Hit-10: Tail : 0.51845, Head : 0.29556, Avg : 0.40701
2023-06-20 08:55:31,280 - yago11k_both - [INFO] - {'dataset': 'yago11k_both', 'name': 'yago11k_both', 'gpu': '2', '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': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False}
2023-06-20 08:55:36,773 - yago11k_both - [INFO] - [Test, Tail_Batch Step 0] yago11k_both
2023-06-20 08:55:48,265 - yago11k_both - [INFO] - [Test, Head_Batch Step 0] yago11k_both
2023-06-20 08:55:59,589 - yago11k_both - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.35254, Head : 0.20402, Avg : 0.27828
MR: Tail : 752.02, Head : 1142.1, Avg : 947.06
Hit-1: Tail : 0.2669, Head : 0.1582, Avg : 0.21255
Hit-3: Tail : 0.38443, Head : 0.20538, Avg : 0.29491
Hit-10: Tail : 0.51845, Head : 0.29556, Avg : 0.40701
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