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Thesis/log/yago11k_0.0003

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update viz util
2023-06-24 04:11:17 +00:00
2023-06-05 05:12:19,514 - yago11k_0.0003 - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.0003', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, '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}
2023-06-05 05:12:27,197 - yago11k_0.0003 - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k_0.0003
2023-06-05 05:13:31,641 - yago11k_0.0003 - [INFO] - [E:0| 100]: Train Loss:0.36829, Val MRR:0.0, yago11k_0.0003
2023-06-05 05:14:36,361 - yago11k_0.0003 - [INFO] - [E:0| 200]: Train Loss:0.24104, Val MRR:0.0, yago11k_0.0003
2023-06-05 05:15:49,291 - yago11k_0.0003 - [INFO] - [E:0| 300]: Train Loss:0.17894, Val MRR:0.0, yago11k_0.0003
2023-06-05 05:17:35,244 - yago11k_0.0003 - [INFO] - [E:0| 400]: Train Loss:0.14244, Val MRR:0.0, yago11k_0.0003
2023-06-05 05:19:16,354 - yago11k_0.0003 - [INFO] - [E:0| 500]: Train Loss:0.11843, Val MRR:0.0, yago11k_0.0003
2023-06-05 05:20:21,100 - yago11k_0.0003 - [INFO] - [E:0| 600]: Train Loss:0.10144, Val MRR:0.0, yago11k_0.0003
2023-06-05 05:20:21,101 - yago11k_0.0003 - [INFO] - [Epoch:0]: Training Loss:0.1014
2023-06-05 05:20:21,324 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-05 05:20:33,670 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-05 05:20:45,864 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 0 valid]:
MRR: Tail : 0.05621, Head : 0.00092, Avg : 0.02857
2023-06-05 05:20:47,053 - yago11k_0.0003 - [INFO] - [Epoch 0]: Training Loss: 0.10144, Valid MRR: 0.02857,
2023-06-05 05:20:47,725 - yago11k_0.0003 - [INFO] - [E:1| 0]: Train Loss:0.014098, Val MRR:0.02857, yago11k_0.0003
2023-06-05 05:21:52,826 - yago11k_0.0003 - [INFO] - [E:1| 100]: Train Loss:0.012657, Val MRR:0.02857, yago11k_0.0003
2023-06-05 05:22:58,037 - yago11k_0.0003 - [INFO] - [E:1| 200]: Train Loss:0.011443, Val MRR:0.02857, yago11k_0.0003
2023-06-05 05:24:03,294 - yago11k_0.0003 - [INFO] - [E:1| 300]: Train Loss:0.010472, Val MRR:0.02857, yago11k_0.0003
2023-06-05 05:25:08,589 - yago11k_0.0003 - [INFO] - [E:1| 400]: Train Loss:0.0096771, Val MRR:0.02857, yago11k_0.0003
2023-06-05 05:26:13,933 - yago11k_0.0003 - [INFO] - [E:1| 500]: Train Loss:0.0090146, Val MRR:0.02857, yago11k_0.0003
2023-06-05 05:27:19,108 - yago11k_0.0003 - [INFO] - [E:1| 600]: Train Loss:0.0084551, Val MRR:0.02857, yago11k_0.0003
2023-06-05 05:27:19,109 - yago11k_0.0003 - [INFO] - [Epoch:1]: Training Loss:0.008455
2023-06-05 05:27:19,333 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-05 05:27:31,763 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-05 05:27:44,024 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 1 valid]:
MRR: Tail : 0.07203, Head : 0.00071, Avg : 0.03637
2023-06-05 05:27:45,411 - yago11k_0.0003 - [INFO] - [Epoch 1]: Training Loss: 0.0084551, Valid MRR: 0.03637,
2023-06-05 05:27:46,086 - yago11k_0.0003 - [INFO] - [E:2| 0]: Train Loss:0.0053897, Val MRR:0.03637, yago11k_0.0003
2023-06-05 05:28:51,554 - yago11k_0.0003 - [INFO] - [E:2| 100]: Train Loss:0.0050596, Val MRR:0.03637, yago11k_0.0003
2023-06-05 05:29:56,779 - yago11k_0.0003 - [INFO] - [E:2| 200]: Train Loss:0.0048453, Val MRR:0.03637, yago11k_0.0003
2023-06-05 05:31:01,925 - yago11k_0.0003 - [INFO] - [E:2| 300]: Train Loss:0.0046579, Val MRR:0.03637, yago11k_0.0003
2023-06-05 05:32:07,307 - yago11k_0.0003 - [INFO] - [E:2| 400]: Train Loss:0.0044834, Val MRR:0.03637, yago11k_0.0003
2023-06-05 05:33:12,634 - yago11k_0.0003 - [INFO] - [E:2| 500]: Train Loss:0.0043295, Val MRR:0.03637, yago11k_0.0003
2023-06-05 05:34:17,475 - yago11k_0.0003 - [INFO] - [E:2| 600]: Train Loss:0.0041901, Val MRR:0.03637, yago11k_0.0003
2023-06-05 05:34:17,475 - yago11k_0.0003 - [INFO] - [Epoch:2]: Training Loss:0.00419
2023-06-05 05:34:17,696 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-05 05:34:30,092 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-05 05:34:42,319 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 2 valid]:
MRR: Tail : 0.07364, Head : 0.00065, Avg : 0.03714
2023-06-05 05:34:43,536 - yago11k_0.0003 - [INFO] - [Epoch 2]: Training Loss: 0.0041901, Valid MRR: 0.03714,
2023-06-05 05:34:44,193 - yago11k_0.0003 - [INFO] - [E:3| 0]: Train Loss:0.0034169, Val MRR:0.03714, yago11k_0.0003
2023-06-05 05:35:49,435 - yago11k_0.0003 - [INFO] - [E:3| 100]: Train Loss:0.0033231, Val MRR:0.03714, yago11k_0.0003
2023-06-05 05:36:54,747 - yago11k_0.0003 - [INFO] - [E:3| 200]: Train Loss:0.003252, Val MRR:0.03714, yago11k_0.0003
2023-06-05 05:38:00,082 - yago11k_0.0003 - [INFO] - [E:3| 300]: Train Loss:0.0031852, Val MRR:0.03714, yago11k_0.0003
2023-06-17 16:25:23,827 - yago11k_0.0003 - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.0003', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, '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}
2023-06-17 16:25:36,834 - yago11k_0.0003 - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k_0.0003
2023-06-17 16:26:42,087 - yago11k_0.0003 - [INFO] - [E:0| 100]: Train Loss:0.36829, Val MRR:0.0, yago11k_0.0003
2023-06-17 16:27:47,409 - yago11k_0.0003 - [INFO] - [E:0| 200]: Train Loss:0.24104, Val MRR:0.0, yago11k_0.0003
2023-06-17 16:28:52,841 - yago11k_0.0003 - [INFO] - [E:0| 300]: Train Loss:0.17894, Val MRR:0.0, yago11k_0.0003
2023-06-17 16:29:58,253 - yago11k_0.0003 - [INFO] - [E:0| 400]: Train Loss:0.14244, Val MRR:0.0, yago11k_0.0003
2023-06-17 16:31:03,675 - yago11k_0.0003 - [INFO] - [E:0| 500]: Train Loss:0.11843, Val MRR:0.0, yago11k_0.0003
2023-06-17 16:32:08,724 - yago11k_0.0003 - [INFO] - [E:0| 600]: Train Loss:0.10144, Val MRR:0.0, yago11k_0.0003
2023-06-17 16:32:08,725 - yago11k_0.0003 - [INFO] - [Epoch:0]: Training Loss:0.1014
2023-06-17 16:32:08,953 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 16:32:21,568 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 16:32:34,029 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 0 valid]:
MRR: Tail : 0.05621, Head : 0.00092, Avg : 0.02857
2023-06-17 16:32:35,908 - yago11k_0.0003 - [INFO] - [Epoch 0]: Training Loss: 0.10144, Valid MRR: 0.02857,
2023-06-17 16:32:36,586 - yago11k_0.0003 - [INFO] - [E:1| 0]: Train Loss:0.014098, Val MRR:0.02857, yago11k_0.0003
2023-06-17 16:33:42,226 - yago11k_0.0003 - [INFO] - [E:1| 100]: Train Loss:0.012657, Val MRR:0.02857, yago11k_0.0003
2023-06-17 16:34:47,759 - yago11k_0.0003 - [INFO] - [E:1| 200]: Train Loss:0.011443, Val MRR:0.02857, yago11k_0.0003
2023-06-17 16:35:53,354 - yago11k_0.0003 - [INFO] - [E:1| 300]: Train Loss:0.010472, Val MRR:0.02857, yago11k_0.0003
2023-06-17 16:36:59,056 - yago11k_0.0003 - [INFO] - [E:1| 400]: Train Loss:0.0096771, Val MRR:0.02857, yago11k_0.0003
2023-06-17 16:38:04,604 - yago11k_0.0003 - [INFO] - [E:1| 500]: Train Loss:0.0090146, Val MRR:0.02857, yago11k_0.0003
2023-06-17 16:39:09,644 - yago11k_0.0003 - [INFO] - [E:1| 600]: Train Loss:0.0084551, Val MRR:0.02857, yago11k_0.0003
2023-06-17 16:39:09,644 - yago11k_0.0003 - [INFO] - [Epoch:1]: Training Loss:0.008455
2023-06-17 16:39:09,866 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 16:39:22,430 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 16:39:34,844 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 1 valid]:
MRR: Tail : 0.07203, Head : 0.00071, Avg : 0.03637
2023-06-17 16:39:36,305 - yago11k_0.0003 - [INFO] - [Epoch 1]: Training Loss: 0.0084551, Valid MRR: 0.03637,
2023-06-17 16:39:36,976 - yago11k_0.0003 - [INFO] - [E:2| 0]: Train Loss:0.0053897, Val MRR:0.03637, yago11k_0.0003
2023-06-17 16:40:42,550 - yago11k_0.0003 - [INFO] - [E:2| 100]: Train Loss:0.0050596, Val MRR:0.03637, yago11k_0.0003
2023-06-17 16:41:48,038 - yago11k_0.0003 - [INFO] - [E:2| 200]: Train Loss:0.0048453, Val MRR:0.03637, yago11k_0.0003
2023-06-17 16:42:53,802 - yago11k_0.0003 - [INFO] - [E:2| 300]: Train Loss:0.0046579, Val MRR:0.03637, yago11k_0.0003
2023-06-17 16:43:59,346 - yago11k_0.0003 - [INFO] - [E:2| 400]: Train Loss:0.0044834, Val MRR:0.03637, yago11k_0.0003
2023-06-17 16:45:04,881 - yago11k_0.0003 - [INFO] - [E:2| 500]: Train Loss:0.0043295, Val MRR:0.03637, yago11k_0.0003
2023-06-17 16:46:10,100 - yago11k_0.0003 - [INFO] - [E:2| 600]: Train Loss:0.0041901, Val MRR:0.03637, yago11k_0.0003
2023-06-17 16:46:10,101 - yago11k_0.0003 - [INFO] - [Epoch:2]: Training Loss:0.00419
2023-06-17 16:46:10,327 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 16:46:22,918 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 16:46:35,351 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 2 valid]:
MRR: Tail : 0.07364, Head : 0.00065, Avg : 0.03714
2023-06-17 16:46:37,026 - yago11k_0.0003 - [INFO] - [Epoch 2]: Training Loss: 0.0041901, Valid MRR: 0.03714,
2023-06-17 16:46:37,705 - yago11k_0.0003 - [INFO] - [E:3| 0]: Train Loss:0.0034169, Val MRR:0.03714, yago11k_0.0003
2023-06-17 16:47:43,169 - yago11k_0.0003 - [INFO] - [E:3| 100]: Train Loss:0.0033231, Val MRR:0.03714, yago11k_0.0003
2023-06-17 16:48:48,803 - yago11k_0.0003 - [INFO] - [E:3| 200]: Train Loss:0.003252, Val MRR:0.03714, yago11k_0.0003
2023-06-17 16:49:54,412 - yago11k_0.0003 - [INFO] - [E:3| 300]: Train Loss:0.0031852, Val MRR:0.03714, yago11k_0.0003
2023-06-17 16:51:00,066 - yago11k_0.0003 - [INFO] - [E:3| 400]: Train Loss:0.0031191, Val MRR:0.03714, yago11k_0.0003
2023-06-17 16:52:05,683 - yago11k_0.0003 - [INFO] - [E:3| 500]: Train Loss:0.00306, Val MRR:0.03714, yago11k_0.0003
2023-06-17 16:53:10,825 - yago11k_0.0003 - [INFO] - [E:3| 600]: Train Loss:0.0030103, Val MRR:0.03714, yago11k_0.0003
2023-06-17 16:53:10,826 - yago11k_0.0003 - [INFO] - [Epoch:3]: Training Loss:0.00301
2023-06-17 16:53:11,054 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 16:53:23,650 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 16:53:36,108 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 3 valid]:
MRR: Tail : 0.06552, Head : 0.00061, Avg : 0.03306
2023-06-17 16:53:36,108 - yago11k_0.0003 - [INFO] - [Epoch 3]: Training Loss: 0.0030103, Valid MRR: 0.03714,
2023-06-17 16:53:36,772 - yago11k_0.0003 - [INFO] - [E:4| 0]: Train Loss:0.0026698, Val MRR:0.03714, yago11k_0.0003
2023-06-17 16:54:42,393 - yago11k_0.0003 - [INFO] - [E:4| 100]: Train Loss:0.0026825, Val MRR:0.03714, yago11k_0.0003
2023-06-17 16:55:48,018 - yago11k_0.0003 - [INFO] - [E:4| 200]: Train Loss:0.0026365, Val MRR:0.03714, yago11k_0.0003
2023-06-17 16:56:53,851 - yago11k_0.0003 - [INFO] - [E:4| 300]: Train Loss:0.0026079, Val MRR:0.03714, yago11k_0.0003
2023-06-17 16:57:59,360 - yago11k_0.0003 - [INFO] - [E:4| 400]: Train Loss:0.002583, Val MRR:0.03714, yago11k_0.0003
2023-06-17 16:59:05,034 - yago11k_0.0003 - [INFO] - [E:4| 500]: Train Loss:0.0025611, Val MRR:0.03714, yago11k_0.0003
2023-06-17 17:00:10,243 - yago11k_0.0003 - [INFO] - [E:4| 600]: Train Loss:0.0025447, Val MRR:0.03714, yago11k_0.0003
2023-06-17 17:00:10,243 - yago11k_0.0003 - [INFO] - [Epoch:4]: Training Loss:0.002545
2023-06-17 17:00:10,471 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 17:00:23,045 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 17:00:35,461 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 4 valid]:
MRR: Tail : 0.07528, Head : 0.00075, Avg : 0.03802
2023-06-17 17:00:37,182 - yago11k_0.0003 - [INFO] - [Epoch 4]: Training Loss: 0.0025447, Valid MRR: 0.03802,
2023-06-17 17:00:37,853 - yago11k_0.0003 - [INFO] - [E:5| 0]: Train Loss:0.0023094, Val MRR:0.03802, yago11k_0.0003
2023-06-17 17:01:43,449 - yago11k_0.0003 - [INFO] - [E:5| 100]: Train Loss:0.002405, Val MRR:0.03802, yago11k_0.0003
2023-06-17 17:02:49,039 - yago11k_0.0003 - [INFO] - [E:5| 200]: Train Loss:0.0023851, Val MRR:0.03802, yago11k_0.0003
2023-06-17 17:03:54,606 - yago11k_0.0003 - [INFO] - [E:5| 300]: Train Loss:0.0023725, Val MRR:0.03802, yago11k_0.0003
2023-06-17 17:05:00,224 - yago11k_0.0003 - [INFO] - [E:5| 400]: Train Loss:0.0023596, Val MRR:0.03802, yago11k_0.0003
2023-06-17 17:06:05,630 - yago11k_0.0003 - [INFO] - [E:5| 500]: Train Loss:0.0023456, Val MRR:0.03802, yago11k_0.0003
2023-06-17 17:07:10,644 - yago11k_0.0003 - [INFO] - [E:5| 600]: Train Loss:0.0023323, Val MRR:0.03802, yago11k_0.0003
2023-06-17 17:07:10,644 - yago11k_0.0003 - [INFO] - [Epoch:5]: Training Loss:0.002332
2023-06-17 17:07:10,864 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 17:07:23,310 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 17:07:35,669 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 5 valid]:
MRR: Tail : 0.07903, Head : 0.00081, Avg : 0.03992
2023-06-17 17:07:37,459 - yago11k_0.0003 - [INFO] - [Epoch 5]: Training Loss: 0.0023323, Valid MRR: 0.03992,
2023-06-17 17:07:38,133 - yago11k_0.0003 - [INFO] - [E:6| 0]: Train Loss:0.0025447, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:08:43,715 - yago11k_0.0003 - [INFO] - [E:6| 100]: Train Loss:0.0022506, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:09:49,288 - yago11k_0.0003 - [INFO] - [E:6| 200]: Train Loss:0.0022383, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:10:54,886 - yago11k_0.0003 - [INFO] - [E:6| 300]: Train Loss:0.0022347, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:12:00,625 - yago11k_0.0003 - [INFO] - [E:6| 400]: Train Loss:0.0022311, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:13:06,277 - yago11k_0.0003 - [INFO] - [E:6| 500]: Train Loss:0.0022302, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:14:11,503 - yago11k_0.0003 - [INFO] - [E:6| 600]: Train Loss:0.0022295, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:14:11,503 - yago11k_0.0003 - [INFO] - [Epoch:6]: Training Loss:0.00223
2023-06-17 17:14:11,731 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 17:14:24,312 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 17:14:36,778 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 6 valid]:
MRR: Tail : 0.07508, Head : 0.00092, Avg : 0.038
2023-06-17 17:14:36,778 - yago11k_0.0003 - [INFO] - [Epoch 6]: Training Loss: 0.0022295, Valid MRR: 0.03992,
2023-06-17 17:14:37,449 - yago11k_0.0003 - [INFO] - [E:7| 0]: Train Loss:0.0021228, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:15:42,909 - yago11k_0.0003 - [INFO] - [E:7| 100]: Train Loss:0.0021803, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:16:48,410 - yago11k_0.0003 - [INFO] - [E:7| 200]: Train Loss:0.0021782, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:17:53,991 - yago11k_0.0003 - [INFO] - [E:7| 300]: Train Loss:0.0021829, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:18:59,466 - yago11k_0.0003 - [INFO] - [E:7| 400]: Train Loss:0.0021847, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:20:05,142 - yago11k_0.0003 - [INFO] - [E:7| 500]: Train Loss:0.0021826, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:21:10,302 - yago11k_0.0003 - [INFO] - [E:7| 600]: Train Loss:0.0021781, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:21:10,303 - yago11k_0.0003 - [INFO] - [Epoch:7]: Training Loss:0.002178
2023-06-17 17:21:10,524 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 17:21:23,072 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 17:21:35,474 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 7 valid]:
MRR: Tail : 0.07258, Head : 0.00096, Avg : 0.03677
2023-06-17 17:21:35,474 - yago11k_0.0003 - [INFO] - [Epoch 7]: Training Loss: 0.0021781, Valid MRR: 0.03992,
2023-06-17 17:21:36,148 - yago11k_0.0003 - [INFO] - [E:8| 0]: Train Loss:0.0022541, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:22:41,629 - yago11k_0.0003 - [INFO] - [E:8| 100]: Train Loss:0.0021498, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:23:47,324 - yago11k_0.0003 - [INFO] - [E:8| 200]: Train Loss:0.0021634, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:24:52,807 - yago11k_0.0003 - [INFO] - [E:8| 300]: Train Loss:0.002157, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:25:58,493 - yago11k_0.0003 - [INFO] - [E:8| 400]: Train Loss:0.0021542, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:27:04,298 - yago11k_0.0003 - [INFO] - [E:8| 500]: Train Loss:0.0021538, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:28:09,309 - yago11k_0.0003 - [INFO] - [E:8| 600]: Train Loss:0.0021537, Val MRR:0.03992, yago11k_0.0003
2023-06-17 17:28:09,310 - yago11k_0.0003 - [INFO] - [Epoch:8]: Training Loss:0.002154
2023-06-17 17:28:09,536 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 17:28:22,075 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 17:28:34,547 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 8 valid]:
MRR: Tail : 0.08409, Head : 0.00115, Avg : 0.04262
2023-06-17 17:28:36,442 - yago11k_0.0003 - [INFO] - [Epoch 8]: Training Loss: 0.0021537, Valid MRR: 0.04262,
2023-06-17 17:28:37,107 - yago11k_0.0003 - [INFO] - [E:9| 0]: Train Loss:0.0021061, Val MRR:0.04262, yago11k_0.0003
2023-06-17 17:29:42,735 - yago11k_0.0003 - [INFO] - [E:9| 100]: Train Loss:0.0021548, Val MRR:0.04262, yago11k_0.0003
2023-06-17 17:30:48,277 - yago11k_0.0003 - [INFO] - [E:9| 200]: Train Loss:0.0021475, Val MRR:0.04262, yago11k_0.0003
2023-06-17 17:31:53,839 - yago11k_0.0003 - [INFO] - [E:9| 300]: Train Loss:0.0021463, Val MRR:0.04262, yago11k_0.0003
2023-06-17 17:32:59,384 - yago11k_0.0003 - [INFO] - [E:9| 400]: Train Loss:0.0021434, Val MRR:0.04262, yago11k_0.0003
2023-06-17 17:34:05,057 - yago11k_0.0003 - [INFO] - [E:9| 500]: Train Loss:0.0021417, Val MRR:0.04262, yago11k_0.0003
2023-06-17 17:35:10,320 - yago11k_0.0003 - [INFO] - [E:9| 600]: Train Loss:0.0021408, Val MRR:0.04262, yago11k_0.0003
2023-06-17 17:35:10,321 - yago11k_0.0003 - [INFO] - [Epoch:9]: Training Loss:0.002141
2023-06-17 17:35:10,549 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 17:35:23,166 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 17:35:35,565 - yago11k_0.0003 - [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
2023-06-17 17:35:37,370 - yago11k_0.0003 - [INFO] - [Epoch 9]: Training Loss: 0.0021408, Valid MRR: 0.04905,
2023-06-17 17:35:38,045 - yago11k_0.0003 - [INFO] - [E:10| 0]: Train Loss:0.0020497, Val MRR:0.04905, yago11k_0.0003
2023-06-17 17:36:43,771 - yago11k_0.0003 - [INFO] - [E:10| 100]: Train Loss:0.0021407, Val MRR:0.04905, yago11k_0.0003
2023-06-17 17:37:49,490 - yago11k_0.0003 - [INFO] - [E:10| 200]: Train Loss:0.0021328, Val MRR:0.04905, yago11k_0.0003
2023-06-17 17:38:55,102 - yago11k_0.0003 - [INFO] - [E:10| 300]: Train Loss:0.0021293, Val MRR:0.04905, yago11k_0.0003
2023-06-17 17:40:00,579 - yago11k_0.0003 - [INFO] - [E:10| 400]: Train Loss:0.0021279, Val MRR:0.04905, yago11k_0.0003
2023-06-17 17:41:06,194 - yago11k_0.0003 - [INFO] - [E:10| 500]: Train Loss:0.0021285, Val MRR:0.04905, yago11k_0.0003
2023-06-17 17:42:11,362 - yago11k_0.0003 - [INFO] - [E:10| 600]: Train Loss:0.0021274, Val MRR:0.04905, yago11k_0.0003
2023-06-17 17:42:11,363 - yago11k_0.0003 - [INFO] - [Epoch:10]: Training Loss:0.002127
2023-06-17 17:42:11,590 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 17:42:24,099 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 17:42:36,583 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 10 valid]:
MRR: Tail : 0.11586, Head : 0.00281, Avg : 0.05934
2023-06-17 17:42:38,429 - yago11k_0.0003 - [INFO] - [Epoch 10]: Training Loss: 0.0021274, Valid MRR: 0.05934,
2023-06-17 17:42:39,096 - yago11k_0.0003 - [INFO] - [E:11| 0]: Train Loss:0.0021802, Val MRR:0.05934, yago11k_0.0003
2023-06-17 17:43:44,835 - yago11k_0.0003 - [INFO] - [E:11| 100]: Train Loss:0.0021032, Val MRR:0.05934, yago11k_0.0003
2023-06-17 17:44:50,482 - yago11k_0.0003 - [INFO] - [E:11| 200]: Train Loss:0.0021092, Val MRR:0.05934, yago11k_0.0003
2023-06-17 17:45:55,904 - yago11k_0.0003 - [INFO] - [E:11| 300]: Train Loss:0.0021084, Val MRR:0.05934, yago11k_0.0003
2023-06-17 17:47:01,666 - yago11k_0.0003 - [INFO] - [E:11| 400]: Train Loss:0.0021039, Val MRR:0.05934, yago11k_0.0003
2023-06-17 17:48:07,242 - yago11k_0.0003 - [INFO] - [E:11| 500]: Train Loss:0.0020986, Val MRR:0.05934, yago11k_0.0003
2023-06-17 17:49:12,374 - yago11k_0.0003 - [INFO] - [E:11| 600]: Train Loss:0.0020981, Val MRR:0.05934, yago11k_0.0003
2023-06-17 17:49:12,375 - yago11k_0.0003 - [INFO] - [Epoch:11]: Training Loss:0.002098
2023-06-17 17:49:12,603 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 17:49:25,168 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 17:49:37,594 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 11 valid]:
MRR: Tail : 0.12964, Head : 0.00329, Avg : 0.06647
2023-06-17 17:49:39,356 - yago11k_0.0003 - [INFO] - [Epoch 11]: Training Loss: 0.0020981, Valid MRR: 0.06647,
2023-06-17 17:49:40,037 - yago11k_0.0003 - [INFO] - [E:12| 0]: Train Loss:0.0019769, Val MRR:0.06647, yago11k_0.0003
2023-06-17 17:50:45,667 - yago11k_0.0003 - [INFO] - [E:12| 100]: Train Loss:0.0020848, Val MRR:0.06647, yago11k_0.0003
2023-06-17 17:51:51,156 - yago11k_0.0003 - [INFO] - [E:12| 200]: Train Loss:0.0020907, Val MRR:0.06647, yago11k_0.0003
2023-06-17 17:52:56,949 - yago11k_0.0003 - [INFO] - [E:12| 300]: Train Loss:0.0020877, Val MRR:0.06647, yago11k_0.0003
2023-06-17 17:54:02,573 - yago11k_0.0003 - [INFO] - [E:12| 400]: Train Loss:0.0020815, Val MRR:0.06647, yago11k_0.0003
2023-06-17 17:55:08,240 - yago11k_0.0003 - [INFO] - [E:12| 500]: Train Loss:0.0020756, Val MRR:0.06647, yago11k_0.0003
2023-06-17 17:56:13,303 - yago11k_0.0003 - [INFO] - [E:12| 600]: Train Loss:0.0020709, Val MRR:0.06647, yago11k_0.0003
2023-06-17 17:56:13,303 - yago11k_0.0003 - [INFO] - [Epoch:12]: Training Loss:0.002071
2023-06-17 17:56:13,528 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 17:56:26,150 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 17:56:38,522 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 12 valid]:
MRR: Tail : 0.13661, Head : 0.00381, Avg : 0.07021
2023-06-17 17:56:40,318 - yago11k_0.0003 - [INFO] - [Epoch 12]: Training Loss: 0.0020709, Valid MRR: 0.07021,
2023-06-17 17:56:40,982 - yago11k_0.0003 - [INFO] - [E:13| 0]: Train Loss:0.0019609, Val MRR:0.07021, yago11k_0.0003
2023-06-17 17:57:46,600 - yago11k_0.0003 - [INFO] - [E:13| 100]: Train Loss:0.0020649, Val MRR:0.07021, yago11k_0.0003
2023-06-17 17:58:52,261 - yago11k_0.0003 - [INFO] - [E:13| 200]: Train Loss:0.0020542, Val MRR:0.07021, yago11k_0.0003
2023-06-17 17:59:57,830 - yago11k_0.0003 - [INFO] - [E:13| 300]: Train Loss:0.0020535, Val MRR:0.07021, yago11k_0.0003
2023-06-17 18:01:03,370 - yago11k_0.0003 - [INFO] - [E:13| 400]: Train Loss:0.0020522, Val MRR:0.07021, yago11k_0.0003
2023-06-17 18:02:08,966 - yago11k_0.0003 - [INFO] - [E:13| 500]: Train Loss:0.0020507, Val MRR:0.07021, yago11k_0.0003
2023-06-17 18:03:14,216 - yago11k_0.0003 - [INFO] - [E:13| 600]: Train Loss:0.0020487, Val MRR:0.07021, yago11k_0.0003
2023-06-17 18:03:14,216 - yago11k_0.0003 - [INFO] - [Epoch:13]: Training Loss:0.002049
2023-06-17 18:03:14,438 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 18:03:26,991 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 18:03:39,406 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 13 valid]:
MRR: Tail : 0.15179, Head : 0.00401, Avg : 0.0779
2023-06-17 18:03:41,032 - yago11k_0.0003 - [INFO] - [Epoch 13]: Training Loss: 0.0020487, Valid MRR: 0.0779,
2023-06-17 18:03:41,692 - yago11k_0.0003 - [INFO] - [E:14| 0]: Train Loss:0.0021393, Val MRR:0.0779, yago11k_0.0003
2023-06-17 18:04:47,196 - yago11k_0.0003 - [INFO] - [E:14| 100]: Train Loss:0.0020289, Val MRR:0.0779, yago11k_0.0003
2023-06-17 18:05:52,601 - yago11k_0.0003 - [INFO] - [E:14| 200]: Train Loss:0.0020338, Val MRR:0.0779, yago11k_0.0003
2023-06-17 18:06:58,146 - yago11k_0.0003 - [INFO] - [E:14| 300]: Train Loss:0.0020335, Val MRR:0.0779, yago11k_0.0003
2023-06-17 18:08:03,789 - yago11k_0.0003 - [INFO] - [E:14| 400]: Train Loss:0.002032, Val MRR:0.0779, yago11k_0.0003
2023-06-17 18:09:09,246 - yago11k_0.0003 - [INFO] - [E:14| 500]: Train Loss:0.0020268, Val MRR:0.0779, yago11k_0.0003
2023-06-17 18:10:14,420 - yago11k_0.0003 - [INFO] - [E:14| 600]: Train Loss:0.0020298, Val MRR:0.0779, yago11k_0.0003
2023-06-17 18:10:14,420 - yago11k_0.0003 - [INFO] - [Epoch:14]: Training Loss:0.00203
2023-06-17 18:10:14,649 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 18:10:27,227 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 18:10:39,723 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 14 valid]:
MRR: Tail : 0.15848, Head : 0.00509, Avg : 0.08179
2023-06-17 18:10:41,582 - yago11k_0.0003 - [INFO] - [Epoch 14]: Training Loss: 0.0020298, Valid MRR: 0.08179,
2023-06-17 18:10:42,252 - yago11k_0.0003 - [INFO] - [E:15| 0]: Train Loss:0.0019829, Val MRR:0.08179, yago11k_0.0003
2023-06-17 18:11:47,704 - yago11k_0.0003 - [INFO] - [E:15| 100]: Train Loss:0.0020135, Val MRR:0.08179, yago11k_0.0003
2023-06-17 18:12:53,171 - yago11k_0.0003 - [INFO] - [E:15| 200]: Train Loss:0.0020075, Val MRR:0.08179, yago11k_0.0003
2023-06-17 18:13:58,801 - yago11k_0.0003 - [INFO] - [E:15| 300]: Train Loss:0.0020119, Val MRR:0.08179, yago11k_0.0003
2023-06-17 18:15:04,359 - yago11k_0.0003 - [INFO] - [E:15| 400]: Train Loss:0.00201, Val MRR:0.08179, yago11k_0.0003
2023-06-17 18:16:09,819 - yago11k_0.0003 - [INFO] - [E:15| 500]: Train Loss:0.0020078, Val MRR:0.08179, yago11k_0.0003
2023-06-17 18:17:15,043 - yago11k_0.0003 - [INFO] - [E:15| 600]: Train Loss:0.0020085, Val MRR:0.08179, yago11k_0.0003
2023-06-17 18:17:15,044 - yago11k_0.0003 - [INFO] - [Epoch:15]: Training Loss:0.002009
2023-06-17 18:17:15,272 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 18:17:27,872 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 18:17:40,291 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 15 valid]:
MRR: Tail : 0.17517, Head : 0.00815, Avg : 0.09166
2023-06-17 18:17:42,163 - yago11k_0.0003 - [INFO] - [Epoch 15]: Training Loss: 0.0020085, Valid MRR: 0.09166,
2023-06-17 18:17:42,828 - yago11k_0.0003 - [INFO] - [E:16| 0]: Train Loss:0.0020151, Val MRR:0.09166, yago11k_0.0003
2023-06-17 18:18:48,469 - yago11k_0.0003 - [INFO] - [E:16| 100]: Train Loss:0.0019851, Val MRR:0.09166, yago11k_0.0003
2023-06-17 18:19:54,178 - yago11k_0.0003 - [INFO] - [E:16| 200]: Train Loss:0.0019912, Val MRR:0.09166, yago11k_0.0003
2023-06-17 18:20:59,700 - yago11k_0.0003 - [INFO] - [E:16| 300]: Train Loss:0.0019926, Val MRR:0.09166, yago11k_0.0003
2023-06-17 18:22:05,327 - yago11k_0.0003 - [INFO] - [E:16| 400]: Train Loss:0.0019889, Val MRR:0.09166, yago11k_0.0003
2023-06-17 18:23:11,011 - yago11k_0.0003 - [INFO] - [E:16| 500]: Train Loss:0.0019895, Val MRR:0.09166, yago11k_0.0003
2023-06-17 18:24:16,108 - yago11k_0.0003 - [INFO] - [E:16| 600]: Train Loss:0.0019866, Val MRR:0.09166, yago11k_0.0003
2023-06-17 18:24:16,108 - yago11k_0.0003 - [INFO] - [Epoch:16]: Training Loss:0.001987
2023-06-17 18:24:16,329 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 18:24:28,871 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 18:24:41,328 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 16 valid]:
MRR: Tail : 0.17687, Head : 0.00941, Avg : 0.09314
2023-06-17 18:24:43,180 - yago11k_0.0003 - [INFO] - [Epoch 16]: Training Loss: 0.0019866, Valid MRR: 0.09314,
2023-06-17 18:24:43,858 - yago11k_0.0003 - [INFO] - [E:17| 0]: Train Loss:0.0019333, Val MRR:0.09314, yago11k_0.0003
2023-06-17 18:25:49,286 - yago11k_0.0003 - [INFO] - [E:17| 100]: Train Loss:0.0019763, Val MRR:0.09314, yago11k_0.0003
2023-06-17 18:26:54,786 - yago11k_0.0003 - [INFO] - [E:17| 200]: Train Loss:0.0019642, Val MRR:0.09314, yago11k_0.0003
2023-06-17 18:28:00,442 - yago11k_0.0003 - [INFO] - [E:17| 300]: Train Loss:0.0019694, Val MRR:0.09314, yago11k_0.0003
2023-06-17 18:29:06,126 - yago11k_0.0003 - [INFO] - [E:17| 400]: Train Loss:0.0019709, Val MRR:0.09314, yago11k_0.0003
2023-06-17 18:30:11,472 - yago11k_0.0003 - [INFO] - [E:17| 500]: Train Loss:0.0019665, Val MRR:0.09314, yago11k_0.0003
2023-06-17 18:31:16,717 - yago11k_0.0003 - [INFO] - [E:17| 600]: Train Loss:0.0019626, Val MRR:0.09314, yago11k_0.0003
2023-06-17 18:31:16,717 - yago11k_0.0003 - [INFO] - [Epoch:17]: Training Loss:0.001963
2023-06-17 18:31:16,938 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 18:31:29,434 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 18:31:41,841 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 17 valid]:
MRR: Tail : 0.18024, Head : 0.01324, Avg : 0.09674
2023-06-17 18:31:43,630 - yago11k_0.0003 - [INFO] - [Epoch 17]: Training Loss: 0.0019626, Valid MRR: 0.09674,
2023-06-17 18:31:44,299 - yago11k_0.0003 - [INFO] - [E:18| 0]: Train Loss:0.0019648, Val MRR:0.09674, yago11k_0.0003
2023-06-17 18:32:49,833 - yago11k_0.0003 - [INFO] - [E:18| 100]: Train Loss:0.0019498, Val MRR:0.09674, yago11k_0.0003
2023-06-17 18:33:55,278 - yago11k_0.0003 - [INFO] - [E:18| 200]: Train Loss:0.0019508, Val MRR:0.09674, yago11k_0.0003
2023-06-17 18:35:00,844 - yago11k_0.0003 - [INFO] - [E:18| 300]: Train Loss:0.0019502, Val MRR:0.09674, yago11k_0.0003
2023-06-17 18:36:06,338 - yago11k_0.0003 - [INFO] - [E:18| 400]: Train Loss:0.0019477, Val MRR:0.09674, yago11k_0.0003
2023-06-17 18:37:11,928 - yago11k_0.0003 - [INFO] - [E:18| 500]: Train Loss:0.0019409, Val MRR:0.09674, yago11k_0.0003
2023-06-17 18:38:17,245 - yago11k_0.0003 - [INFO] - [E:18| 600]: Train Loss:0.0019391, Val MRR:0.09674, yago11k_0.0003
2023-06-17 18:38:17,245 - yago11k_0.0003 - [INFO] - [Epoch:18]: Training Loss:0.001939
2023-06-17 18:38:17,466 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 18:38:29,991 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 18:38:42,436 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 18 valid]:
MRR: Tail : 0.18341, Head : 0.01697, Avg : 0.10019
2023-06-17 18:38:44,226 - yago11k_0.0003 - [INFO] - [Epoch 18]: Training Loss: 0.0019391, Valid MRR: 0.10019,
2023-06-17 18:38:44,898 - yago11k_0.0003 - [INFO] - [E:19| 0]: Train Loss:0.0020229, Val MRR:0.10019, yago11k_0.0003
2023-06-17 18:39:50,406 - yago11k_0.0003 - [INFO] - [E:19| 100]: Train Loss:0.001928, Val MRR:0.10019, yago11k_0.0003
2023-06-17 18:40:55,949 - yago11k_0.0003 - [INFO] - [E:19| 200]: Train Loss:0.001927, Val MRR:0.10019, yago11k_0.0003
2023-06-17 18:42:01,540 - yago11k_0.0003 - [INFO] - [E:19| 300]: Train Loss:0.0019232, Val MRR:0.10019, yago11k_0.0003
2023-06-17 18:43:07,029 - yago11k_0.0003 - [INFO] - [E:19| 400]: Train Loss:0.0019186, Val MRR:0.10019, yago11k_0.0003
2023-06-17 18:44:12,601 - yago11k_0.0003 - [INFO] - [E:19| 500]: Train Loss:0.0019161, Val MRR:0.10019, yago11k_0.0003
2023-06-17 18:45:17,934 - yago11k_0.0003 - [INFO] - [E:19| 600]: Train Loss:0.0019145, Val MRR:0.10019, yago11k_0.0003
2023-06-17 18:45:17,934 - yago11k_0.0003 - [INFO] - [Epoch:19]: Training Loss:0.001915
2023-06-17 18:45:18,159 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 18:45:30,746 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 18:45:43,126 - yago11k_0.0003 - [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
2023-06-17 18:45:44,842 - yago11k_0.0003 - [INFO] - [Epoch 19]: Training Loss: 0.0019145, Valid MRR: 0.10186,
2023-06-17 18:45:45,502 - yago11k_0.0003 - [INFO] - [E:20| 0]: Train Loss:0.0018055, Val MRR:0.10186, yago11k_0.0003
2023-06-17 18:46:51,163 - yago11k_0.0003 - [INFO] - [E:20| 100]: Train Loss:0.0018947, Val MRR:0.10186, yago11k_0.0003
2023-06-17 18:47:56,785 - yago11k_0.0003 - [INFO] - [E:20| 200]: Train Loss:0.0018972, Val MRR:0.10186, yago11k_0.0003
2023-06-17 18:49:02,425 - yago11k_0.0003 - [INFO] - [E:20| 300]: Train Loss:0.0018955, Val MRR:0.10186, yago11k_0.0003
2023-06-17 18:50:07,788 - yago11k_0.0003 - [INFO] - [E:20| 400]: Train Loss:0.0018928, Val MRR:0.10186, yago11k_0.0003
2023-06-17 18:51:13,421 - yago11k_0.0003 - [INFO] - [E:20| 500]: Train Loss:0.0018887, Val MRR:0.10186, yago11k_0.0003
2023-06-17 18:52:18,515 - yago11k_0.0003 - [INFO] - [E:20| 600]: Train Loss:0.0018885, Val MRR:0.10186, yago11k_0.0003
2023-06-17 18:52:18,515 - yago11k_0.0003 - [INFO] - [Epoch:20]: Training Loss:0.001889
2023-06-17 18:52:18,741 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 18:52:31,215 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 18:52:43,651 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 20 valid]:
MRR: Tail : 0.18755, Head : 0.02308, Avg : 0.10531
2023-06-17 18:52:45,347 - yago11k_0.0003 - [INFO] - [Epoch 20]: Training Loss: 0.0018885, Valid MRR: 0.10531,
2023-06-17 18:52:46,025 - yago11k_0.0003 - [INFO] - [E:21| 0]: Train Loss:0.0018059, Val MRR:0.10531, yago11k_0.0003
2023-06-17 18:53:51,589 - yago11k_0.0003 - [INFO] - [E:21| 100]: Train Loss:0.0018555, Val MRR:0.10531, yago11k_0.0003
2023-06-17 18:54:57,163 - yago11k_0.0003 - [INFO] - [E:21| 200]: Train Loss:0.0018627, Val MRR:0.10531, yago11k_0.0003
2023-06-17 18:56:02,874 - yago11k_0.0003 - [INFO] - [E:21| 300]: Train Loss:0.0018617, Val MRR:0.10531, yago11k_0.0003
2023-06-17 18:57:08,375 - yago11k_0.0003 - [INFO] - [E:21| 400]: Train Loss:0.0018609, Val MRR:0.10531, yago11k_0.0003
2023-06-17 18:58:13,892 - yago11k_0.0003 - [INFO] - [E:21| 500]: Train Loss:0.0018628, Val MRR:0.10531, yago11k_0.0003
2023-06-17 18:59:19,103 - yago11k_0.0003 - [INFO] - [E:21| 600]: Train Loss:0.001863, Val MRR:0.10531, yago11k_0.0003
2023-06-17 18:59:19,104 - yago11k_0.0003 - [INFO] - [Epoch:21]: Training Loss:0.001863
2023-06-17 18:59:19,330 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 18:59:31,892 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 18:59:44,283 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 21 valid]:
MRR: Tail : 0.18825, Head : 0.02455, Avg : 0.1064
2023-06-17 18:59:45,886 - yago11k_0.0003 - [INFO] - [Epoch 21]: Training Loss: 0.001863, Valid MRR: 0.1064,
2023-06-17 18:59:46,549 - yago11k_0.0003 - [INFO] - [E:22| 0]: Train Loss:0.001819, Val MRR:0.1064, yago11k_0.0003
2023-06-17 19:00:52,298 - yago11k_0.0003 - [INFO] - [E:22| 100]: Train Loss:0.0018519, Val MRR:0.1064, yago11k_0.0003
2023-06-17 19:01:57,889 - yago11k_0.0003 - [INFO] - [E:22| 200]: Train Loss:0.0018454, Val MRR:0.1064, yago11k_0.0003
2023-06-17 19:03:03,496 - yago11k_0.0003 - [INFO] - [E:22| 300]: Train Loss:0.0018433, Val MRR:0.1064, yago11k_0.0003
2023-06-17 19:04:09,196 - yago11k_0.0003 - [INFO] - [E:22| 400]: Train Loss:0.0018405, Val MRR:0.1064, yago11k_0.0003
2023-06-17 19:05:14,751 - yago11k_0.0003 - [INFO] - [E:22| 500]: Train Loss:0.00184, Val MRR:0.1064, yago11k_0.0003
2023-06-17 19:06:19,886 - yago11k_0.0003 - [INFO] - [E:22| 600]: Train Loss:0.0018382, Val MRR:0.1064, yago11k_0.0003
2023-06-17 19:06:19,887 - yago11k_0.0003 - [INFO] - [Epoch:22]: Training Loss:0.001838
2023-06-17 19:06:20,114 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 19:06:32,704 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 19:06:45,128 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 22 valid]:
MRR: Tail : 0.18878, Head : 0.03076, Avg : 0.10977
2023-06-17 19:06:46,590 - yago11k_0.0003 - [INFO] - [Epoch 22]: Training Loss: 0.0018382, Valid MRR: 0.10977,
2023-06-17 19:06:47,262 - yago11k_0.0003 - [INFO] - [E:23| 0]: Train Loss:0.0018549, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:07:52,794 - yago11k_0.0003 - [INFO] - [E:23| 100]: Train Loss:0.0018154, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:08:58,353 - yago11k_0.0003 - [INFO] - [E:23| 200]: Train Loss:0.001815, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:10:03,948 - yago11k_0.0003 - [INFO] - [E:23| 300]: Train Loss:0.0018131, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:11:09,649 - yago11k_0.0003 - [INFO] - [E:23| 400]: Train Loss:0.0018163, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:12:15,342 - yago11k_0.0003 - [INFO] - [E:23| 500]: Train Loss:0.0018139, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:13:20,537 - yago11k_0.0003 - [INFO] - [E:23| 600]: Train Loss:0.0018126, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:13:20,537 - yago11k_0.0003 - [INFO] - [Epoch:23]: Training Loss:0.001813
2023-06-17 19:13:20,763 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 19:13:33,316 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 19:13:45,715 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 23 valid]:
MRR: Tail : 0.18, Head : 0.03602, Avg : 0.10801
2023-06-17 19:13:45,715 - yago11k_0.0003 - [INFO] - [Epoch 23]: Training Loss: 0.0018126, Valid MRR: 0.10977,
2023-06-17 19:13:46,382 - yago11k_0.0003 - [INFO] - [E:24| 0]: Train Loss:0.0018262, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:14:51,991 - yago11k_0.0003 - [INFO] - [E:24| 100]: Train Loss:0.0018016, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:15:57,619 - yago11k_0.0003 - [INFO] - [E:24| 200]: Train Loss:0.0017946, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:17:03,224 - yago11k_0.0003 - [INFO] - [E:24| 300]: Train Loss:0.0017923, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:18:08,720 - yago11k_0.0003 - [INFO] - [E:24| 400]: Train Loss:0.0017917, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:19:14,278 - yago11k_0.0003 - [INFO] - [E:24| 500]: Train Loss:0.0017908, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:20:19,611 - yago11k_0.0003 - [INFO] - [E:24| 600]: Train Loss:0.0017877, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:20:19,611 - yago11k_0.0003 - [INFO] - [Epoch:24]: Training Loss:0.001788
2023-06-17 19:20:19,837 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 19:20:32,388 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 19:20:44,844 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 24 valid]:
MRR: Tail : 0.17812, Head : 0.0392, Avg : 0.10866
2023-06-17 19:20:44,845 - yago11k_0.0003 - [INFO] - [Epoch 24]: Training Loss: 0.0017877, Valid MRR: 0.10977,
2023-06-17 19:20:45,518 - yago11k_0.0003 - [INFO] - [E:25| 0]: Train Loss:0.0018176, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:21:51,090 - yago11k_0.0003 - [INFO] - [E:25| 100]: Train Loss:0.0017644, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:22:56,720 - yago11k_0.0003 - [INFO] - [E:25| 200]: Train Loss:0.0017726, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:24:02,339 - yago11k_0.0003 - [INFO] - [E:25| 300]: Train Loss:0.001769, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:25:07,937 - yago11k_0.0003 - [INFO] - [E:25| 400]: Train Loss:0.0017672, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:26:13,522 - yago11k_0.0003 - [INFO] - [E:25| 500]: Train Loss:0.0017617, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:27:18,540 - yago11k_0.0003 - [INFO] - [E:25| 600]: Train Loss:0.0017605, Val MRR:0.10977, yago11k_0.0003
2023-06-17 19:27:18,541 - yago11k_0.0003 - [INFO] - [Epoch:25]: Training Loss:0.001761
2023-06-17 19:27:18,764 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 19:27:31,276 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 19:27:43,705 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 25 valid]:
MRR: Tail : 0.19042, Head : 0.04369, Avg : 0.11706
2023-06-17 19:27:45,396 - yago11k_0.0003 - [INFO] - [Epoch 25]: Training Loss: 0.0017605, Valid MRR: 0.11706,
2023-06-17 19:27:46,068 - yago11k_0.0003 - [INFO] - [E:26| 0]: Train Loss:0.0016713, Val MRR:0.11706, yago11k_0.0003
2023-06-17 19:28:51,631 - yago11k_0.0003 - [INFO] - [E:26| 100]: Train Loss:0.0017438, Val MRR:0.11706, yago11k_0.0003
2023-06-17 19:29:57,292 - yago11k_0.0003 - [INFO] - [E:26| 200]: Train Loss:0.0017417, Val MRR:0.11706, yago11k_0.0003
2023-06-17 19:31:02,786 - yago11k_0.0003 - [INFO] - [E:26| 300]: Train Loss:0.0017424, Val MRR:0.11706, yago11k_0.0003
2023-06-17 19:32:08,342 - yago11k_0.0003 - [INFO] - [E:26| 400]: Train Loss:0.0017401, Val MRR:0.11706, yago11k_0.0003
2023-06-17 19:33:13,871 - yago11k_0.0003 - [INFO] - [E:26| 500]: Train Loss:0.0017365, Val MRR:0.11706, yago11k_0.0003
2023-06-17 19:34:19,151 - yago11k_0.0003 - [INFO] - [E:26| 600]: Train Loss:0.0017351, Val MRR:0.11706, yago11k_0.0003
2023-06-17 19:34:19,151 - yago11k_0.0003 - [INFO] - [Epoch:26]: Training Loss:0.001735
2023-06-17 19:34:19,378 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 19:34:31,915 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 19:34:44,312 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 26 valid]:
MRR: Tail : 0.20449, Head : 0.0497, Avg : 0.12709
2023-06-17 19:34:45,693 - yago11k_0.0003 - [INFO] - [Epoch 26]: Training Loss: 0.0017351, Valid MRR: 0.12709,
2023-06-17 19:34:46,368 - yago11k_0.0003 - [INFO] - [E:27| 0]: Train Loss:0.0017051, Val MRR:0.12709, yago11k_0.0003
2023-06-17 19:35:52,064 - yago11k_0.0003 - [INFO] - [E:27| 100]: Train Loss:0.0017154, Val MRR:0.12709, yago11k_0.0003
2023-06-17 19:36:57,572 - yago11k_0.0003 - [INFO] - [E:27| 200]: Train Loss:0.0017132, Val MRR:0.12709, yago11k_0.0003
2023-06-17 19:38:03,301 - yago11k_0.0003 - [INFO] - [E:27| 300]: Train Loss:0.0017163, Val MRR:0.12709, yago11k_0.0003
2023-06-17 19:39:08,885 - yago11k_0.0003 - [INFO] - [E:27| 400]: Train Loss:0.0017129, Val MRR:0.12709, yago11k_0.0003
2023-06-17 19:40:14,469 - yago11k_0.0003 - [INFO] - [E:27| 500]: Train Loss:0.0017112, Val MRR:0.12709, yago11k_0.0003
2023-06-17 19:41:19,586 - yago11k_0.0003 - [INFO] - [E:27| 600]: Train Loss:0.0017109, Val MRR:0.12709, yago11k_0.0003
2023-06-17 19:41:19,587 - yago11k_0.0003 - [INFO] - [Epoch:27]: Training Loss:0.001711
2023-06-17 19:41:19,811 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 19:41:32,355 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 19:41:44,706 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 27 valid]:
MRR: Tail : 0.19792, Head : 0.05361, Avg : 0.12577
2023-06-17 19:41:44,706 - yago11k_0.0003 - [INFO] - [Epoch 27]: Training Loss: 0.0017109, Valid MRR: 0.12709,
2023-06-17 19:41:45,352 - yago11k_0.0003 - [INFO] - [E:28| 0]: Train Loss:0.0016293, Val MRR:0.12709, yago11k_0.0003
2023-06-17 19:42:50,863 - yago11k_0.0003 - [INFO] - [E:28| 100]: Train Loss:0.0016881, Val MRR:0.12709, yago11k_0.0003
2023-06-17 19:43:56,505 - yago11k_0.0003 - [INFO] - [E:28| 200]: Train Loss:0.0016874, Val MRR:0.12709, yago11k_0.0003
2023-06-17 19:45:01,909 - yago11k_0.0003 - [INFO] - [E:28| 300]: Train Loss:0.0016872, Val MRR:0.12709, yago11k_0.0003
2023-06-17 19:46:07,358 - yago11k_0.0003 - [INFO] - [E:28| 400]: Train Loss:0.0016894, Val MRR:0.12709, yago11k_0.0003
2023-06-17 19:47:12,914 - yago11k_0.0003 - [INFO] - [E:28| 500]: Train Loss:0.0016875, Val MRR:0.12709, yago11k_0.0003
2023-06-17 19:48:18,086 - yago11k_0.0003 - [INFO] - [E:28| 600]: Train Loss:0.001686, Val MRR:0.12709, yago11k_0.0003
2023-06-17 19:48:18,087 - yago11k_0.0003 - [INFO] - [Epoch:28]: Training Loss:0.001686
2023-06-17 19:48:18,314 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 19:48:30,912 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 19:48:43,319 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 28 valid]:
MRR: Tail : 0.2142, Head : 0.06249, Avg : 0.13835
2023-06-17 19:48:45,027 - yago11k_0.0003 - [INFO] - [Epoch 28]: Training Loss: 0.001686, Valid MRR: 0.13835,
2023-06-17 19:48:45,704 - yago11k_0.0003 - [INFO] - [E:29| 0]: Train Loss:0.0016233, Val MRR:0.13835, yago11k_0.0003
2023-06-17 19:49:51,281 - yago11k_0.0003 - [INFO] - [E:29| 100]: Train Loss:0.0016722, Val MRR:0.13835, yago11k_0.0003
2023-06-17 19:50:56,893 - yago11k_0.0003 - [INFO] - [E:29| 200]: Train Loss:0.0016688, Val MRR:0.13835, yago11k_0.0003
2023-06-17 19:52:02,635 - yago11k_0.0003 - [INFO] - [E:29| 300]: Train Loss:0.0016656, Val MRR:0.13835, yago11k_0.0003
2023-06-17 19:53:08,242 - yago11k_0.0003 - [INFO] - [E:29| 400]: Train Loss:0.0016651, Val MRR:0.13835, yago11k_0.0003
2023-06-17 19:54:13,744 - yago11k_0.0003 - [INFO] - [E:29| 500]: Train Loss:0.001665, Val MRR:0.13835, yago11k_0.0003
2023-06-17 19:55:19,122 - yago11k_0.0003 - [INFO] - [E:29| 600]: Train Loss:0.0016629, Val MRR:0.13835, yago11k_0.0003
2023-06-17 19:55:19,123 - yago11k_0.0003 - [INFO] - [Epoch:29]: Training Loss:0.001663
2023-06-17 19:55:19,351 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 19:55:31,906 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 19:55:44,402 - yago11k_0.0003 - [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
2023-06-17 19:55:46,069 - yago11k_0.0003 - [INFO] - [Epoch 29]: Training Loss: 0.0016629, Valid MRR: 0.14745,
2023-06-17 19:55:46,740 - yago11k_0.0003 - [INFO] - [E:30| 0]: Train Loss:0.0016335, Val MRR:0.14745, yago11k_0.0003
2023-06-17 19:56:52,369 - yago11k_0.0003 - [INFO] - [E:30| 100]: Train Loss:0.0016397, Val MRR:0.14745, yago11k_0.0003
2023-06-17 19:57:58,044 - yago11k_0.0003 - [INFO] - [E:30| 200]: Train Loss:0.0016463, Val MRR:0.14745, yago11k_0.0003
2023-06-17 19:59:03,559 - yago11k_0.0003 - [INFO] - [E:30| 300]: Train Loss:0.0016457, Val MRR:0.14745, yago11k_0.0003
2023-06-17 20:00:09,089 - yago11k_0.0003 - [INFO] - [E:30| 400]: Train Loss:0.001645, Val MRR:0.14745, yago11k_0.0003
2023-06-17 20:01:14,712 - yago11k_0.0003 - [INFO] - [E:30| 500]: Train Loss:0.0016417, Val MRR:0.14745, yago11k_0.0003
2023-06-17 20:02:19,827 - yago11k_0.0003 - [INFO] - [E:30| 600]: Train Loss:0.0016406, Val MRR:0.14745, yago11k_0.0003
2023-06-17 20:02:19,828 - yago11k_0.0003 - [INFO] - [Epoch:30]: Training Loss:0.001641
2023-06-17 20:02:20,053 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 20:02:32,685 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 20:02:45,106 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 30 valid]:
MRR: Tail : 0.24147, Head : 0.08289, Avg : 0.16218
2023-06-17 20:02:46,903 - yago11k_0.0003 - [INFO] - [Epoch 30]: Training Loss: 0.0016406, Valid MRR: 0.16218,
2023-06-17 20:02:47,570 - yago11k_0.0003 - [INFO] - [E:31| 0]: Train Loss:0.0017034, Val MRR:0.16218, yago11k_0.0003
2023-06-17 20:03:53,363 - yago11k_0.0003 - [INFO] - [E:31| 100]: Train Loss:0.0016288, Val MRR:0.16218, yago11k_0.0003
2023-06-17 20:04:59,043 - yago11k_0.0003 - [INFO] - [E:31| 200]: Train Loss:0.0016227, Val MRR:0.16218, yago11k_0.0003
2023-06-17 20:06:04,698 - yago11k_0.0003 - [INFO] - [E:31| 300]: Train Loss:0.0016211, Val MRR:0.16218, yago11k_0.0003
2023-06-17 20:07:10,586 - yago11k_0.0003 - [INFO] - [E:31| 400]: Train Loss:0.00162, Val MRR:0.16218, yago11k_0.0003
2023-06-17 20:08:16,159 - yago11k_0.0003 - [INFO] - [E:31| 500]: Train Loss:0.0016193, Val MRR:0.16218, yago11k_0.0003
2023-06-17 20:09:21,512 - yago11k_0.0003 - [INFO] - [E:31| 600]: Train Loss:0.0016183, Val MRR:0.16218, yago11k_0.0003
2023-06-17 20:09:21,513 - yago11k_0.0003 - [INFO] - [Epoch:31]: Training Loss:0.001618
2023-06-17 20:09:21,738 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 20:09:34,306 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 20:09:46,744 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 31 valid]:
MRR: Tail : 0.24721, Head : 0.0963, Avg : 0.17175
2023-06-17 20:09:48,457 - yago11k_0.0003 - [INFO] - [Epoch 31]: Training Loss: 0.0016183, Valid MRR: 0.17175,
2023-06-17 20:09:49,127 - yago11k_0.0003 - [INFO] - [E:32| 0]: Train Loss:0.0015903, Val MRR:0.17175, yago11k_0.0003
2023-06-17 20:10:54,572 - yago11k_0.0003 - [INFO] - [E:32| 100]: Train Loss:0.0016033, Val MRR:0.17175, yago11k_0.0003
2023-06-17 20:12:00,292 - yago11k_0.0003 - [INFO] - [E:32| 200]: Train Loss:0.0016056, Val MRR:0.17175, yago11k_0.0003
2023-06-17 20:13:05,879 - yago11k_0.0003 - [INFO] - [E:32| 300]: Train Loss:0.001604, Val MRR:0.17175, yago11k_0.0003
2023-06-17 20:14:11,320 - yago11k_0.0003 - [INFO] - [E:32| 400]: Train Loss:0.0016008, Val MRR:0.17175, yago11k_0.0003
2023-06-17 20:15:16,954 - yago11k_0.0003 - [INFO] - [E:32| 500]: Train Loss:0.0015999, Val MRR:0.17175, yago11k_0.0003
2023-06-17 20:16:22,040 - yago11k_0.0003 - [INFO] - [E:32| 600]: Train Loss:0.0015977, Val MRR:0.17175, yago11k_0.0003
2023-06-17 20:16:22,041 - yago11k_0.0003 - [INFO] - [Epoch:32]: Training Loss:0.001598
2023-06-17 20:16:22,267 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 20:16:34,804 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 20:16:47,213 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 32 valid]:
MRR: Tail : 0.25964, Head : 0.10648, Avg : 0.18306
2023-06-17 20:16:48,210 - yago11k_0.0003 - [INFO] - [Epoch 32]: Training Loss: 0.0015977, Valid MRR: 0.18306,
2023-06-17 20:16:48,857 - yago11k_0.0003 - [INFO] - [E:33| 0]: Train Loss:0.0016469, Val MRR:0.18306, yago11k_0.0003
2023-06-17 20:17:54,413 - yago11k_0.0003 - [INFO] - [E:33| 100]: Train Loss:0.0015827, Val MRR:0.18306, yago11k_0.0003
2023-06-17 20:19:00,148 - yago11k_0.0003 - [INFO] - [E:33| 200]: Train Loss:0.0015772, Val MRR:0.18306, yago11k_0.0003
2023-06-17 20:20:05,567 - yago11k_0.0003 - [INFO] - [E:33| 300]: Train Loss:0.0015776, Val MRR:0.18306, yago11k_0.0003
2023-06-17 20:21:11,184 - yago11k_0.0003 - [INFO] - [E:33| 400]: Train Loss:0.0015778, Val MRR:0.18306, yago11k_0.0003
2023-06-17 20:22:16,874 - yago11k_0.0003 - [INFO] - [E:33| 500]: Train Loss:0.0015784, Val MRR:0.18306, yago11k_0.0003
2023-06-17 20:23:21,986 - yago11k_0.0003 - [INFO] - [E:33| 600]: Train Loss:0.0015784, Val MRR:0.18306, yago11k_0.0003
2023-06-17 20:23:21,986 - yago11k_0.0003 - [INFO] - [Epoch:33]: Training Loss:0.001578
2023-06-17 20:23:22,212 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 20:23:34,768 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 20:23:47,217 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 33 valid]:
MRR: Tail : 0.2859, Head : 0.11851, Avg : 0.2022
2023-06-17 20:23:48,914 - yago11k_0.0003 - [INFO] - [Epoch 33]: Training Loss: 0.0015784, Valid MRR: 0.2022,
2023-06-17 20:23:49,585 - yago11k_0.0003 - [INFO] - [E:34| 0]: Train Loss:0.0015723, Val MRR:0.2022, yago11k_0.0003
2023-06-17 20:24:55,189 - yago11k_0.0003 - [INFO] - [E:34| 100]: Train Loss:0.0015751, Val MRR:0.2022, yago11k_0.0003
2023-06-17 20:26:00,657 - yago11k_0.0003 - [INFO] - [E:34| 200]: Train Loss:0.0015682, Val MRR:0.2022, yago11k_0.0003
2023-06-17 20:27:06,361 - yago11k_0.0003 - [INFO] - [E:34| 300]: Train Loss:0.0015648, Val MRR:0.2022, yago11k_0.0003
2023-06-17 20:28:12,162 - yago11k_0.0003 - [INFO] - [E:34| 400]: Train Loss:0.0015642, Val MRR:0.2022, yago11k_0.0003
2023-06-17 20:29:17,844 - yago11k_0.0003 - [INFO] - [E:34| 500]: Train Loss:0.0015614, Val MRR:0.2022, yago11k_0.0003
2023-06-17 20:30:22,941 - yago11k_0.0003 - [INFO] - [E:34| 600]: Train Loss:0.0015596, Val MRR:0.2022, yago11k_0.0003
2023-06-17 20:30:22,942 - yago11k_0.0003 - [INFO] - [Epoch:34]: Training Loss:0.00156
2023-06-17 20:30:23,162 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 20:30:35,707 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 20:30:48,168 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 34 valid]:
MRR: Tail : 0.2822, Head : 0.12347, Avg : 0.20284
2023-06-17 20:30:49,715 - yago11k_0.0003 - [INFO] - [Epoch 34]: Training Loss: 0.0015596, Valid MRR: 0.20284,
2023-06-17 20:30:50,378 - yago11k_0.0003 - [INFO] - [E:35| 0]: Train Loss:0.0016254, Val MRR:0.20284, yago11k_0.0003
2023-06-17 20:31:55,923 - yago11k_0.0003 - [INFO] - [E:35| 100]: Train Loss:0.0015528, Val MRR:0.20284, yago11k_0.0003
2023-06-17 20:33:01,438 - yago11k_0.0003 - [INFO] - [E:35| 200]: Train Loss:0.0015478, Val MRR:0.20284, yago11k_0.0003
2023-06-17 20:34:06,911 - yago11k_0.0003 - [INFO] - [E:35| 300]: Train Loss:0.001545, Val MRR:0.20284, yago11k_0.0003
2023-06-17 20:35:12,484 - yago11k_0.0003 - [INFO] - [E:35| 400]: Train Loss:0.0015443, Val MRR:0.20284, yago11k_0.0003
2023-06-17 20:36:18,223 - yago11k_0.0003 - [INFO] - [E:35| 500]: Train Loss:0.0015426, Val MRR:0.20284, yago11k_0.0003
2023-06-17 20:37:23,397 - yago11k_0.0003 - [INFO] - [E:35| 600]: Train Loss:0.0015413, Val MRR:0.20284, yago11k_0.0003
2023-06-17 20:37:23,397 - yago11k_0.0003 - [INFO] - [Epoch:35]: Training Loss:0.001541
2023-06-17 20:37:23,623 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 20:37:36,254 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 20:37:48,744 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 35 valid]:
MRR: Tail : 0.28984, Head : 0.13855, Avg : 0.21419
2023-06-17 20:37:50,486 - yago11k_0.0003 - [INFO] - [Epoch 35]: Training Loss: 0.0015413, Valid MRR: 0.21419,
2023-06-17 20:37:51,152 - yago11k_0.0003 - [INFO] - [E:36| 0]: Train Loss:0.0015247, Val MRR:0.21419, yago11k_0.0003
2023-06-17 20:38:56,820 - yago11k_0.0003 - [INFO] - [E:36| 100]: Train Loss:0.0015275, Val MRR:0.21419, yago11k_0.0003
2023-06-17 20:40:02,344 - yago11k_0.0003 - [INFO] - [E:36| 200]: Train Loss:0.0015288, Val MRR:0.21419, yago11k_0.0003
2023-06-17 20:41:07,968 - yago11k_0.0003 - [INFO] - [E:36| 300]: Train Loss:0.0015283, Val MRR:0.21419, yago11k_0.0003
2023-06-17 20:42:13,587 - yago11k_0.0003 - [INFO] - [E:36| 400]: Train Loss:0.0015266, Val MRR:0.21419, yago11k_0.0003
2023-06-17 20:43:19,071 - yago11k_0.0003 - [INFO] - [E:36| 500]: Train Loss:0.0015277, Val MRR:0.21419, yago11k_0.0003
2023-06-17 20:44:24,318 - yago11k_0.0003 - [INFO] - [E:36| 600]: Train Loss:0.0015261, Val MRR:0.21419, yago11k_0.0003
2023-06-17 20:44:24,318 - yago11k_0.0003 - [INFO] - [Epoch:36]: Training Loss:0.001526
2023-06-17 20:44:24,540 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 20:44:37,136 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 20:44:49,615 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 36 valid]:
MRR: Tail : 0.29453, Head : 0.13671, Avg : 0.21562
2023-06-17 20:44:51,404 - yago11k_0.0003 - [INFO] - [Epoch 36]: Training Loss: 0.0015261, Valid MRR: 0.21562,
2023-06-17 20:44:52,078 - yago11k_0.0003 - [INFO] - [E:37| 0]: Train Loss:0.0014882, Val MRR:0.21562, yago11k_0.0003
2023-06-17 20:45:57,531 - yago11k_0.0003 - [INFO] - [E:37| 100]: Train Loss:0.0015124, Val MRR:0.21562, yago11k_0.0003
2023-06-17 20:47:03,127 - yago11k_0.0003 - [INFO] - [E:37| 200]: Train Loss:0.0015139, Val MRR:0.21562, yago11k_0.0003
2023-06-17 20:48:08,719 - yago11k_0.0003 - [INFO] - [E:37| 300]: Train Loss:0.0015134, Val MRR:0.21562, yago11k_0.0003
2023-06-17 20:49:14,260 - yago11k_0.0003 - [INFO] - [E:37| 400]: Train Loss:0.001513, Val MRR:0.21562, yago11k_0.0003
2023-06-17 20:50:19,817 - yago11k_0.0003 - [INFO] - [E:37| 500]: Train Loss:0.0015127, Val MRR:0.21562, yago11k_0.0003
2023-06-17 20:51:25,102 - yago11k_0.0003 - [INFO] - [E:37| 600]: Train Loss:0.0015098, Val MRR:0.21562, yago11k_0.0003
2023-06-17 20:51:25,102 - yago11k_0.0003 - [INFO] - [Epoch:37]: Training Loss:0.00151
2023-06-17 20:51:25,324 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 20:51:37,796 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 20:51:50,239 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 37 valid]:
MRR: Tail : 0.2957, Head : 0.1454, Avg : 0.22055
2023-06-17 20:51:52,005 - yago11k_0.0003 - [INFO] - [Epoch 37]: Training Loss: 0.0015098, Valid MRR: 0.22055,
2023-06-17 20:51:52,688 - yago11k_0.0003 - [INFO] - [E:38| 0]: Train Loss:0.0014486, Val MRR:0.22055, yago11k_0.0003
2023-06-17 20:52:58,326 - yago11k_0.0003 - [INFO] - [E:38| 100]: Train Loss:0.0015016, Val MRR:0.22055, yago11k_0.0003
2023-06-17 20:54:03,944 - yago11k_0.0003 - [INFO] - [E:38| 200]: Train Loss:0.0014999, Val MRR:0.22055, yago11k_0.0003
2023-06-17 20:55:09,472 - yago11k_0.0003 - [INFO] - [E:38| 300]: Train Loss:0.0014988, Val MRR:0.22055, yago11k_0.0003
2023-06-17 20:56:15,000 - yago11k_0.0003 - [INFO] - [E:38| 400]: Train Loss:0.0014968, Val MRR:0.22055, yago11k_0.0003
2023-06-17 20:57:20,573 - yago11k_0.0003 - [INFO] - [E:38| 500]: Train Loss:0.0014968, Val MRR:0.22055, yago11k_0.0003
2023-06-17 20:58:25,668 - yago11k_0.0003 - [INFO] - [E:38| 600]: Train Loss:0.0014958, Val MRR:0.22055, yago11k_0.0003
2023-06-17 20:58:25,669 - yago11k_0.0003 - [INFO] - [Epoch:38]: Training Loss:0.001496
2023-06-17 20:58:25,895 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 20:58:38,501 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 20:58:50,979 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 38 valid]:
MRR: Tail : 0.31033, Head : 0.15121, Avg : 0.23077
2023-06-17 20:58:52,619 - yago11k_0.0003 - [INFO] - [Epoch 38]: Training Loss: 0.0014958, Valid MRR: 0.23077,
2023-06-17 20:58:53,292 - yago11k_0.0003 - [INFO] - [E:39| 0]: Train Loss:0.0014858, Val MRR:0.23077, yago11k_0.0003
2023-06-17 20:59:59,059 - yago11k_0.0003 - [INFO] - [E:39| 100]: Train Loss:0.0014827, Val MRR:0.23077, yago11k_0.0003
2023-06-17 21:01:04,572 - yago11k_0.0003 - [INFO] - [E:39| 200]: Train Loss:0.0014836, Val MRR:0.23077, yago11k_0.0003
2023-06-17 21:02:10,318 - yago11k_0.0003 - [INFO] - [E:39| 300]: Train Loss:0.0014839, Val MRR:0.23077, yago11k_0.0003
2023-06-17 21:03:15,913 - yago11k_0.0003 - [INFO] - [E:39| 400]: Train Loss:0.0014832, Val MRR:0.23077, yago11k_0.0003
2023-06-17 21:04:21,469 - yago11k_0.0003 - [INFO] - [E:39| 500]: Train Loss:0.0014814, Val MRR:0.23077, yago11k_0.0003
2023-06-17 21:05:26,664 - yago11k_0.0003 - [INFO] - [E:39| 600]: Train Loss:0.0014814, Val MRR:0.23077, yago11k_0.0003
2023-06-17 21:05:26,665 - yago11k_0.0003 - [INFO] - [Epoch:39]: Training Loss:0.001481
2023-06-17 21:05:26,890 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 21:05:39,487 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 21:05:51,934 - yago11k_0.0003 - [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
2023-06-17 21:05:53,685 - yago11k_0.0003 - [INFO] - [Epoch 39]: Training Loss: 0.0014814, Valid MRR: 0.24423,
2023-06-17 21:05:54,352 - yago11k_0.0003 - [INFO] - [E:40| 0]: Train Loss:0.0014528, Val MRR:0.24423, yago11k_0.0003
2023-06-17 21:07:00,010 - yago11k_0.0003 - [INFO] - [E:40| 100]: Train Loss:0.0014586, Val MRR:0.24423, yago11k_0.0003
2023-06-17 21:08:05,618 - yago11k_0.0003 - [INFO] - [E:40| 200]: Train Loss:0.0014642, Val MRR:0.24423, yago11k_0.0003
2023-06-17 21:09:11,315 - yago11k_0.0003 - [INFO] - [E:40| 300]: Train Loss:0.001468, Val MRR:0.24423, yago11k_0.0003
2023-06-17 21:10:17,002 - yago11k_0.0003 - [INFO] - [E:40| 400]: Train Loss:0.0014681, Val MRR:0.24423, yago11k_0.0003
2023-06-17 21:11:22,573 - yago11k_0.0003 - [INFO] - [E:40| 500]: Train Loss:0.0014691, Val MRR:0.24423, yago11k_0.0003
2023-06-17 21:12:27,651 - yago11k_0.0003 - [INFO] - [E:40| 600]: Train Loss:0.001469, Val MRR:0.24423, yago11k_0.0003
2023-06-17 21:12:27,652 - yago11k_0.0003 - [INFO] - [Epoch:40]: Training Loss:0.001469
2023-06-17 21:12:27,877 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 21:12:40,487 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 21:12:52,948 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 40 valid]:
MRR: Tail : 0.33048, Head : 0.16469, Avg : 0.24759
2023-06-17 21:12:54,580 - yago11k_0.0003 - [INFO] - [Epoch 40]: Training Loss: 0.001469, Valid MRR: 0.24759,
2023-06-17 21:12:55,261 - yago11k_0.0003 - [INFO] - [E:41| 0]: Train Loss:0.0013983, Val MRR:0.24759, yago11k_0.0003
2023-06-17 21:14:00,835 - yago11k_0.0003 - [INFO] - [E:41| 100]: Train Loss:0.0014626, Val MRR:0.24759, yago11k_0.0003
2023-06-17 21:15:06,492 - yago11k_0.0003 - [INFO] - [E:41| 200]: Train Loss:0.0014596, Val MRR:0.24759, yago11k_0.0003
2023-06-17 21:16:12,107 - yago11k_0.0003 - [INFO] - [E:41| 300]: Train Loss:0.0014585, Val MRR:0.24759, yago11k_0.0003
2023-06-17 21:17:17,626 - yago11k_0.0003 - [INFO] - [E:41| 400]: Train Loss:0.0014583, Val MRR:0.24759, yago11k_0.0003
2023-06-17 21:18:23,110 - yago11k_0.0003 - [INFO] - [E:41| 500]: Train Loss:0.0014585, Val MRR:0.24759, yago11k_0.0003
2023-06-17 21:19:28,398 - yago11k_0.0003 - [INFO] - [E:41| 600]: Train Loss:0.0014571, Val MRR:0.24759, yago11k_0.0003
2023-06-17 21:19:28,398 - yago11k_0.0003 - [INFO] - [Epoch:41]: Training Loss:0.001457
2023-06-17 21:19:28,623 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 21:19:41,220 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 21:19:53,652 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 41 valid]:
MRR: Tail : 0.32566, Head : 0.1693, Avg : 0.24748
2023-06-17 21:19:53,653 - yago11k_0.0003 - [INFO] - [Epoch 41]: Training Loss: 0.0014571, Valid MRR: 0.24759,
2023-06-17 21:19:54,323 - yago11k_0.0003 - [INFO] - [E:42| 0]: Train Loss:0.001499, Val MRR:0.24759, yago11k_0.0003
2023-06-17 21:20:59,854 - yago11k_0.0003 - [INFO] - [E:42| 100]: Train Loss:0.0014562, Val MRR:0.24759, yago11k_0.0003
2023-06-17 21:22:05,394 - yago11k_0.0003 - [INFO] - [E:42| 200]: Train Loss:0.00145, Val MRR:0.24759, yago11k_0.0003
2023-06-17 21:23:11,040 - yago11k_0.0003 - [INFO] - [E:42| 300]: Train Loss:0.0014506, Val MRR:0.24759, yago11k_0.0003
2023-06-17 21:24:16,665 - yago11k_0.0003 - [INFO] - [E:42| 400]: Train Loss:0.0014479, Val MRR:0.24759, yago11k_0.0003
2023-06-17 21:25:22,230 - yago11k_0.0003 - [INFO] - [E:42| 500]: Train Loss:0.0014475, Val MRR:0.24759, yago11k_0.0003
2023-06-17 21:26:27,511 - yago11k_0.0003 - [INFO] - [E:42| 600]: Train Loss:0.0014463, Val MRR:0.24759, yago11k_0.0003
2023-06-17 21:26:27,512 - yago11k_0.0003 - [INFO] - [Epoch:42]: Training Loss:0.001446
2023-06-17 21:26:27,736 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 21:26:40,281 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 21:26:52,715 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 42 valid]:
MRR: Tail : 0.32798, Head : 0.17264, Avg : 0.25031
2023-06-17 21:26:54,454 - yago11k_0.0003 - [INFO] - [Epoch 42]: Training Loss: 0.0014463, Valid MRR: 0.25031,
2023-06-17 21:26:55,123 - yago11k_0.0003 - [INFO] - [E:43| 0]: Train Loss:0.0014214, Val MRR:0.25031, yago11k_0.0003
2023-06-17 21:28:00,771 - yago11k_0.0003 - [INFO] - [E:43| 100]: Train Loss:0.0014362, Val MRR:0.25031, yago11k_0.0003
2023-06-17 21:29:06,399 - yago11k_0.0003 - [INFO] - [E:43| 200]: Train Loss:0.0014385, Val MRR:0.25031, yago11k_0.0003
2023-06-17 21:30:11,884 - yago11k_0.0003 - [INFO] - [E:43| 300]: Train Loss:0.0014367, Val MRR:0.25031, yago11k_0.0003
2023-06-17 21:31:17,383 - yago11k_0.0003 - [INFO] - [E:43| 400]: Train Loss:0.0014358, Val MRR:0.25031, yago11k_0.0003
2023-06-17 21:32:22,986 - yago11k_0.0003 - [INFO] - [E:43| 500]: Train Loss:0.0014346, Val MRR:0.25031, yago11k_0.0003
2023-06-17 21:33:28,053 - yago11k_0.0003 - [INFO] - [E:43| 600]: Train Loss:0.0014347, Val MRR:0.25031, yago11k_0.0003
2023-06-17 21:33:28,053 - yago11k_0.0003 - [INFO] - [Epoch:43]: Training Loss:0.001435
2023-06-17 21:33:28,281 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 21:33:40,826 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 21:33:53,271 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 43 valid]:
MRR: Tail : 0.33572, Head : 0.17928, Avg : 0.2575
2023-06-17 21:33:54,976 - yago11k_0.0003 - [INFO] - [Epoch 43]: Training Loss: 0.0014347, Valid MRR: 0.2575,
2023-06-17 21:33:55,656 - yago11k_0.0003 - [INFO] - [E:44| 0]: Train Loss:0.0013915, Val MRR:0.2575, yago11k_0.0003
2023-06-17 21:35:01,323 - yago11k_0.0003 - [INFO] - [E:44| 100]: Train Loss:0.0014281, Val MRR:0.2575, yago11k_0.0003
2023-06-17 21:36:06,934 - yago11k_0.0003 - [INFO] - [E:44| 200]: Train Loss:0.0014276, Val MRR:0.2575, yago11k_0.0003
2023-06-17 21:37:12,443 - yago11k_0.0003 - [INFO] - [E:44| 300]: Train Loss:0.0014254, Val MRR:0.2575, yago11k_0.0003
2023-06-17 21:38:18,076 - yago11k_0.0003 - [INFO] - [E:44| 400]: Train Loss:0.001426, Val MRR:0.2575, yago11k_0.0003
2023-06-17 21:39:23,821 - yago11k_0.0003 - [INFO] - [E:44| 500]: Train Loss:0.0014256, Val MRR:0.2575, yago11k_0.0003
2023-06-17 21:40:28,929 - yago11k_0.0003 - [INFO] - [E:44| 600]: Train Loss:0.0014254, Val MRR:0.2575, yago11k_0.0003
2023-06-17 21:40:28,929 - yago11k_0.0003 - [INFO] - [Epoch:44]: Training Loss:0.001425
2023-06-17 21:40:29,155 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 21:40:41,749 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 21:40:54,209 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 44 valid]:
MRR: Tail : 0.33245, Head : 0.18303, Avg : 0.25774
2023-06-17 21:40:55,915 - yago11k_0.0003 - [INFO] - [Epoch 44]: Training Loss: 0.0014254, Valid MRR: 0.25774,
2023-06-17 21:40:56,594 - yago11k_0.0003 - [INFO] - [E:45| 0]: Train Loss:0.0013914, Val MRR:0.25774, yago11k_0.0003
2023-06-17 21:42:02,076 - yago11k_0.0003 - [INFO] - [E:45| 100]: Train Loss:0.0014194, Val MRR:0.25774, yago11k_0.0003
2023-06-17 21:43:07,543 - yago11k_0.0003 - [INFO] - [E:45| 200]: Train Loss:0.0014163, Val MRR:0.25774, yago11k_0.0003
2023-06-17 21:44:12,985 - yago11k_0.0003 - [INFO] - [E:45| 300]: Train Loss:0.0014172, Val MRR:0.25774, yago11k_0.0003
2023-06-17 21:45:18,690 - yago11k_0.0003 - [INFO] - [E:45| 400]: Train Loss:0.0014173, Val MRR:0.25774, yago11k_0.0003
2023-06-17 21:46:24,366 - yago11k_0.0003 - [INFO] - [E:45| 500]: Train Loss:0.0014163, Val MRR:0.25774, yago11k_0.0003
2023-06-17 21:47:29,525 - yago11k_0.0003 - [INFO] - [E:45| 600]: Train Loss:0.0014155, Val MRR:0.25774, yago11k_0.0003
2023-06-17 21:47:29,526 - yago11k_0.0003 - [INFO] - [Epoch:45]: Training Loss:0.001416
2023-06-17 21:47:29,751 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 21:47:42,349 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 21:47:54,723 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 45 valid]:
MRR: Tail : 0.35204, Head : 0.18608, Avg : 0.26906
2023-06-17 21:47:56,254 - yago11k_0.0003 - [INFO] - [Epoch 45]: Training Loss: 0.0014155, Valid MRR: 0.26906,
2023-06-17 21:47:56,928 - yago11k_0.0003 - [INFO] - [E:46| 0]: Train Loss:0.0013849, Val MRR:0.26906, yago11k_0.0003
2023-06-17 21:49:02,645 - yago11k_0.0003 - [INFO] - [E:46| 100]: Train Loss:0.0014002, Val MRR:0.26906, yago11k_0.0003
2023-06-17 21:50:08,398 - yago11k_0.0003 - [INFO] - [E:46| 200]: Train Loss:0.0014046, Val MRR:0.26906, yago11k_0.0003
2023-06-17 21:51:13,899 - yago11k_0.0003 - [INFO] - [E:46| 300]: Train Loss:0.0014084, Val MRR:0.26906, yago11k_0.0003
2023-06-17 21:52:19,606 - yago11k_0.0003 - [INFO] - [E:46| 400]: Train Loss:0.0014077, Val MRR:0.26906, yago11k_0.0003
2023-06-17 21:53:25,441 - yago11k_0.0003 - [INFO] - [E:46| 500]: Train Loss:0.0014083, Val MRR:0.26906, yago11k_0.0003
2023-06-17 21:54:30,624 - yago11k_0.0003 - [INFO] - [E:46| 600]: Train Loss:0.0014073, Val MRR:0.26906, yago11k_0.0003
2023-06-17 21:54:30,624 - yago11k_0.0003 - [INFO] - [Epoch:46]: Training Loss:0.001407
2023-06-17 21:54:30,844 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 21:54:43,418 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 21:54:55,807 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 46 valid]:
MRR: Tail : 0.34568, Head : 0.18739, Avg : 0.26653
2023-06-17 21:54:55,807 - yago11k_0.0003 - [INFO] - [Epoch 46]: Training Loss: 0.0014073, Valid MRR: 0.26906,
2023-06-17 21:54:56,471 - yago11k_0.0003 - [INFO] - [E:47| 0]: Train Loss:0.0013648, Val MRR:0.26906, yago11k_0.0003
2023-06-17 21:56:01,998 - yago11k_0.0003 - [INFO] - [E:47| 100]: Train Loss:0.0014006, Val MRR:0.26906, yago11k_0.0003
2023-06-17 21:57:07,330 - yago11k_0.0003 - [INFO] - [E:47| 200]: Train Loss:0.001398, Val MRR:0.26906, yago11k_0.0003
2023-06-17 21:58:12,978 - yago11k_0.0003 - [INFO] - [E:47| 300]: Train Loss:0.0013985, Val MRR:0.26906, yago11k_0.0003
2023-06-17 21:59:18,535 - yago11k_0.0003 - [INFO] - [E:47| 400]: Train Loss:0.0013985, Val MRR:0.26906, yago11k_0.0003
2023-06-17 22:00:24,122 - yago11k_0.0003 - [INFO] - [E:47| 500]: Train Loss:0.0013985, Val MRR:0.26906, yago11k_0.0003
2023-06-17 22:01:29,229 - yago11k_0.0003 - [INFO] - [E:47| 600]: Train Loss:0.0013983, Val MRR:0.26906, yago11k_0.0003
2023-06-17 22:01:29,229 - yago11k_0.0003 - [INFO] - [Epoch:47]: Training Loss:0.001398
2023-06-17 22:01:29,456 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 22:01:42,055 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 22:01:54,455 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 47 valid]:
MRR: Tail : 0.35947, Head : 0.1886, Avg : 0.27403
2023-06-17 22:01:56,264 - yago11k_0.0003 - [INFO] - [Epoch 47]: Training Loss: 0.0013983, Valid MRR: 0.27403,
2023-06-17 22:01:56,931 - yago11k_0.0003 - [INFO] - [E:48| 0]: Train Loss:0.0014319, Val MRR:0.27403, yago11k_0.0003
2023-06-17 22:03:02,609 - yago11k_0.0003 - [INFO] - [E:48| 100]: Train Loss:0.001391, Val MRR:0.27403, yago11k_0.0003
2023-06-17 22:04:08,286 - yago11k_0.0003 - [INFO] - [E:48| 200]: Train Loss:0.001388, Val MRR:0.27403, yago11k_0.0003
2023-06-17 22:05:13,826 - yago11k_0.0003 - [INFO] - [E:48| 300]: Train Loss:0.0013902, Val MRR:0.27403, yago11k_0.0003
2023-06-17 22:06:19,409 - yago11k_0.0003 - [INFO] - [E:48| 400]: Train Loss:0.0013905, Val MRR:0.27403, yago11k_0.0003
2023-06-17 22:07:25,015 - yago11k_0.0003 - [INFO] - [E:48| 500]: Train Loss:0.0013901, Val MRR:0.27403, yago11k_0.0003
2023-06-17 22:08:30,100 - yago11k_0.0003 - [INFO] - [E:48| 600]: Train Loss:0.0013911, Val MRR:0.27403, yago11k_0.0003
2023-06-17 22:08:30,102 - yago11k_0.0003 - [INFO] - [Epoch:48]: Training Loss:0.001391
2023-06-17 22:08:30,323 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 22:08:42,903 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 22:08:55,336 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 48 valid]:
MRR: Tail : 0.35894, Head : 0.19248, Avg : 0.27571
2023-06-17 22:08:56,960 - yago11k_0.0003 - [INFO] - [Epoch 48]: Training Loss: 0.0013911, Valid MRR: 0.27571,
2023-06-17 22:08:57,636 - yago11k_0.0003 - [INFO] - [E:49| 0]: Train Loss:0.0013308, Val MRR:0.27571, yago11k_0.0003
2023-06-17 22:10:03,157 - yago11k_0.0003 - [INFO] - [E:49| 100]: Train Loss:0.0013843, Val MRR:0.27571, yago11k_0.0003
2023-06-17 22:11:08,556 - yago11k_0.0003 - [INFO] - [E:49| 200]: Train Loss:0.0013811, Val MRR:0.27571, yago11k_0.0003
2023-06-17 22:12:14,103 - yago11k_0.0003 - [INFO] - [E:49| 300]: Train Loss:0.0013847, Val MRR:0.27571, yago11k_0.0003
2023-06-17 22:13:19,747 - yago11k_0.0003 - [INFO] - [E:49| 400]: Train Loss:0.0013855, Val MRR:0.27571, yago11k_0.0003
2023-06-17 22:14:25,362 - yago11k_0.0003 - [INFO] - [E:49| 500]: Train Loss:0.0013841, Val MRR:0.27571, yago11k_0.0003
2023-06-17 22:15:30,522 - yago11k_0.0003 - [INFO] - [E:49| 600]: Train Loss:0.0013829, Val MRR:0.27571, yago11k_0.0003
2023-06-17 22:15:30,523 - yago11k_0.0003 - [INFO] - [Epoch:49]: Training Loss:0.001383
2023-06-17 22:15:30,749 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 22:15:43,311 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 22:15:55,705 - yago11k_0.0003 - [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
2023-06-17 22:15:57,710 - yago11k_0.0003 - [INFO] - [Epoch 49]: Training Loss: 0.0013829, Valid MRR: 0.27864,
2023-06-17 22:15:58,370 - yago11k_0.0003 - [INFO] - [E:50| 0]: Train Loss:0.0013244, Val MRR:0.27864, yago11k_0.0003
2023-06-17 22:17:04,097 - yago11k_0.0003 - [INFO] - [E:50| 100]: Train Loss:0.0013699, Val MRR:0.27864, yago11k_0.0003
2023-06-17 22:18:09,687 - yago11k_0.0003 - [INFO] - [E:50| 200]: Train Loss:0.0013722, Val MRR:0.27864, yago11k_0.0003
2023-06-17 22:19:15,149 - yago11k_0.0003 - [INFO] - [E:50| 300]: Train Loss:0.0013741, Val MRR:0.27864, yago11k_0.0003
2023-06-17 22:20:20,697 - yago11k_0.0003 - [INFO] - [E:50| 400]: Train Loss:0.0013749, Val MRR:0.27864, yago11k_0.0003
2023-06-17 22:21:26,219 - yago11k_0.0003 - [INFO] - [E:50| 500]: Train Loss:0.0013751, Val MRR:0.27864, yago11k_0.0003
2023-06-17 22:22:31,327 - yago11k_0.0003 - [INFO] - [E:50| 600]: Train Loss:0.0013757, Val MRR:0.27864, yago11k_0.0003
2023-06-17 22:22:31,328 - yago11k_0.0003 - [INFO] - [Epoch:50]: Training Loss:0.001376
2023-06-17 22:22:31,554 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 22:22:44,099 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 22:22:56,417 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 50 valid]:
MRR: Tail : 0.36382, Head : 0.19798, Avg : 0.2809
2023-06-17 22:22:57,524 - yago11k_0.0003 - [INFO] - [Epoch 50]: Training Loss: 0.0013757, Valid MRR: 0.2809,
2023-06-17 22:22:58,197 - yago11k_0.0003 - [INFO] - [E:51| 0]: Train Loss:0.0013666, Val MRR:0.2809, yago11k_0.0003
2023-06-17 22:24:03,851 - yago11k_0.0003 - [INFO] - [E:51| 100]: Train Loss:0.0013667, Val MRR:0.2809, yago11k_0.0003
2023-06-17 22:25:09,270 - yago11k_0.0003 - [INFO] - [E:51| 200]: Train Loss:0.0013675, Val MRR:0.2809, yago11k_0.0003
2023-06-17 22:26:14,822 - yago11k_0.0003 - [INFO] - [E:51| 300]: Train Loss:0.0013671, Val MRR:0.2809, yago11k_0.0003
2023-06-17 22:27:20,306 - yago11k_0.0003 - [INFO] - [E:51| 400]: Train Loss:0.0013687, Val MRR:0.2809, yago11k_0.0003
2023-06-17 22:28:25,791 - yago11k_0.0003 - [INFO] - [E:51| 500]: Train Loss:0.0013687, Val MRR:0.2809, yago11k_0.0003
2023-06-17 22:29:30,970 - yago11k_0.0003 - [INFO] - [E:51| 600]: Train Loss:0.0013696, Val MRR:0.2809, yago11k_0.0003
2023-06-17 22:29:30,970 - yago11k_0.0003 - [INFO] - [Epoch:51]: Training Loss:0.00137
2023-06-17 22:29:31,197 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 22:29:43,743 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 22:29:56,223 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 51 valid]:
MRR: Tail : 0.36128, Head : 0.19581, Avg : 0.27854
2023-06-17 22:29:56,223 - yago11k_0.0003 - [INFO] - [Epoch 51]: Training Loss: 0.0013696, Valid MRR: 0.2809,
2023-06-17 22:29:56,906 - yago11k_0.0003 - [INFO] - [E:52| 0]: Train Loss:0.0013417, Val MRR:0.2809, yago11k_0.0003
2023-06-17 22:31:02,539 - yago11k_0.0003 - [INFO] - [E:52| 100]: Train Loss:0.0013642, Val MRR:0.2809, yago11k_0.0003
2023-06-17 22:32:08,081 - yago11k_0.0003 - [INFO] - [E:52| 200]: Train Loss:0.0013615, Val MRR:0.2809, yago11k_0.0003
2023-06-17 22:33:13,730 - yago11k_0.0003 - [INFO] - [E:52| 300]: Train Loss:0.0013645, Val MRR:0.2809, yago11k_0.0003
2023-06-17 22:34:19,390 - yago11k_0.0003 - [INFO] - [E:52| 400]: Train Loss:0.0013637, Val MRR:0.2809, yago11k_0.0003
2023-06-17 22:35:24,984 - yago11k_0.0003 - [INFO] - [E:52| 500]: Train Loss:0.0013631, Val MRR:0.2809, yago11k_0.0003
2023-06-17 22:36:30,114 - yago11k_0.0003 - [INFO] - [E:52| 600]: Train Loss:0.0013629, Val MRR:0.2809, yago11k_0.0003
2023-06-17 22:36:30,114 - yago11k_0.0003 - [INFO] - [Epoch:52]: Training Loss:0.001363
2023-06-17 22:36:30,341 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 22:36:42,930 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 22:36:55,400 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 52 valid]:
MRR: Tail : 0.36653, Head : 0.19822, Avg : 0.28238
2023-06-17 22:36:56,937 - yago11k_0.0003 - [INFO] - [Epoch 52]: Training Loss: 0.0013629, Valid MRR: 0.28238,
2023-06-17 22:36:57,616 - yago11k_0.0003 - [INFO] - [E:53| 0]: Train Loss:0.0013612, Val MRR:0.28238, yago11k_0.0003
2023-06-17 22:38:03,317 - yago11k_0.0003 - [INFO] - [E:53| 100]: Train Loss:0.0013537, Val MRR:0.28238, yago11k_0.0003
2023-06-17 22:39:08,599 - yago11k_0.0003 - [INFO] - [E:53| 200]: Train Loss:0.0013547, Val MRR:0.28238, yago11k_0.0003
2023-06-17 22:40:14,184 - yago11k_0.0003 - [INFO] - [E:53| 300]: Train Loss:0.0013548, Val MRR:0.28238, yago11k_0.0003
2023-06-17 22:41:19,695 - yago11k_0.0003 - [INFO] - [E:53| 400]: Train Loss:0.0013554, Val MRR:0.28238, yago11k_0.0003
2023-06-17 22:42:25,283 - yago11k_0.0003 - [INFO] - [E:53| 500]: Train Loss:0.001355, Val MRR:0.28238, yago11k_0.0003
2023-06-17 22:43:30,390 - yago11k_0.0003 - [INFO] - [E:53| 600]: Train Loss:0.0013566, Val MRR:0.28238, yago11k_0.0003
2023-06-17 22:43:30,390 - yago11k_0.0003 - [INFO] - [Epoch:53]: Training Loss:0.001357
2023-06-17 22:43:30,616 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 22:43:43,199 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 22:43:55,627 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 53 valid]:
MRR: Tail : 0.37122, Head : 0.20021, Avg : 0.28571
2023-06-17 22:43:57,504 - yago11k_0.0003 - [INFO] - [Epoch 53]: Training Loss: 0.0013566, Valid MRR: 0.28571,
2023-06-17 22:43:58,173 - yago11k_0.0003 - [INFO] - [E:54| 0]: Train Loss:0.0013067, Val MRR:0.28571, yago11k_0.0003
2023-06-17 22:45:03,773 - yago11k_0.0003 - [INFO] - [E:54| 100]: Train Loss:0.0013518, Val MRR:0.28571, yago11k_0.0003
2023-06-17 22:46:09,341 - yago11k_0.0003 - [INFO] - [E:54| 200]: Train Loss:0.0013497, Val MRR:0.28571, yago11k_0.0003
2023-06-17 22:47:14,929 - yago11k_0.0003 - [INFO] - [E:54| 300]: Train Loss:0.0013495, Val MRR:0.28571, yago11k_0.0003
2023-06-17 22:48:20,574 - yago11k_0.0003 - [INFO] - [E:54| 400]: Train Loss:0.0013503, Val MRR:0.28571, yago11k_0.0003
2023-06-17 22:49:26,074 - yago11k_0.0003 - [INFO] - [E:54| 500]: Train Loss:0.0013493, Val MRR:0.28571, yago11k_0.0003
2023-06-17 22:50:30,893 - yago11k_0.0003 - [INFO] - [E:54| 600]: Train Loss:0.0013512, Val MRR:0.28571, yago11k_0.0003
2023-06-17 22:50:30,894 - yago11k_0.0003 - [INFO] - [Epoch:54]: Training Loss:0.001351
2023-06-17 22:50:31,114 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 22:50:43,579 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 22:50:55,985 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 54 valid]:
MRR: Tail : 0.36589, Head : 0.20332, Avg : 0.28461
2023-06-17 22:50:55,986 - yago11k_0.0003 - [INFO] - [Epoch 54]: Training Loss: 0.0013512, Valid MRR: 0.28571,
2023-06-17 22:50:56,647 - yago11k_0.0003 - [INFO] - [E:55| 0]: Train Loss:0.0013707, Val MRR:0.28571, yago11k_0.0003
2023-06-17 22:52:01,901 - yago11k_0.0003 - [INFO] - [E:55| 100]: Train Loss:0.0013484, Val MRR:0.28571, yago11k_0.0003
2023-06-17 22:53:07,022 - yago11k_0.0003 - [INFO] - [E:55| 200]: Train Loss:0.0013464, Val MRR:0.28571, yago11k_0.0003
2023-06-17 22:54:12,116 - yago11k_0.0003 - [INFO] - [E:55| 300]: Train Loss:0.0013466, Val MRR:0.28571, yago11k_0.0003
2023-06-17 22:55:17,239 - yago11k_0.0003 - [INFO] - [E:55| 400]: Train Loss:0.001346, Val MRR:0.28571, yago11k_0.0003
2023-06-17 22:56:22,243 - yago11k_0.0003 - [INFO] - [E:55| 500]: Train Loss:0.0013455, Val MRR:0.28571, yago11k_0.0003
2023-06-17 22:57:26,933 - yago11k_0.0003 - [INFO] - [E:55| 600]: Train Loss:0.0013453, Val MRR:0.28571, yago11k_0.0003
2023-06-17 22:57:26,934 - yago11k_0.0003 - [INFO] - [Epoch:55]: Training Loss:0.001345
2023-06-17 22:57:27,159 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 22:57:39,521 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 22:57:51,806 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 55 valid]:
MRR: Tail : 0.37269, Head : 0.20251, Avg : 0.2876
2023-06-17 22:57:53,333 - yago11k_0.0003 - [INFO] - [Epoch 55]: Training Loss: 0.0013453, Valid MRR: 0.2876,
2023-06-17 22:57:54,003 - yago11k_0.0003 - [INFO] - [E:56| 0]: Train Loss:0.0012799, Val MRR:0.2876, yago11k_0.0003
2023-06-17 22:58:59,103 - yago11k_0.0003 - [INFO] - [E:56| 100]: Train Loss:0.0013425, Val MRR:0.2876, yago11k_0.0003
2023-06-17 23:00:04,205 - yago11k_0.0003 - [INFO] - [E:56| 200]: Train Loss:0.0013413, Val MRR:0.2876, yago11k_0.0003
2023-06-17 23:01:09,174 - yago11k_0.0003 - [INFO] - [E:56| 300]: Train Loss:0.0013389, Val MRR:0.2876, yago11k_0.0003
2023-06-17 23:02:14,229 - yago11k_0.0003 - [INFO] - [E:56| 400]: Train Loss:0.001339, Val MRR:0.2876, yago11k_0.0003
2023-06-17 23:03:19,453 - yago11k_0.0003 - [INFO] - [E:56| 500]: Train Loss:0.0013388, Val MRR:0.2876, yago11k_0.0003
2023-06-17 23:04:24,076 - yago11k_0.0003 - [INFO] - [E:56| 600]: Train Loss:0.0013391, Val MRR:0.2876, yago11k_0.0003
2023-06-17 23:04:24,076 - yago11k_0.0003 - [INFO] - [Epoch:56]: Training Loss:0.001339
2023-06-17 23:04:24,297 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 23:04:36,707 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 23:04:48,923 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 56 valid]:
MRR: Tail : 0.37002, Head : 0.20462, Avg : 0.28732
2023-06-17 23:04:48,923 - yago11k_0.0003 - [INFO] - [Epoch 56]: Training Loss: 0.0013391, Valid MRR: 0.2876,
2023-06-17 23:04:49,581 - yago11k_0.0003 - [INFO] - [E:57| 0]: Train Loss:0.0014582, Val MRR:0.2876, yago11k_0.0003
2023-06-17 23:05:54,553 - yago11k_0.0003 - [INFO] - [E:57| 100]: Train Loss:0.0013313, Val MRR:0.2876, yago11k_0.0003
2023-06-17 23:06:59,554 - yago11k_0.0003 - [INFO] - [E:57| 200]: Train Loss:0.0013345, Val MRR:0.2876, yago11k_0.0003
2023-06-17 23:08:04,697 - yago11k_0.0003 - [INFO] - [E:57| 300]: Train Loss:0.0013358, Val MRR:0.2876, yago11k_0.0003
2023-06-17 23:09:09,853 - yago11k_0.0003 - [INFO] - [E:57| 400]: Train Loss:0.0013357, Val MRR:0.2876, yago11k_0.0003
2023-06-17 23:10:14,859 - yago11k_0.0003 - [INFO] - [E:57| 500]: Train Loss:0.0013351, Val MRR:0.2876, yago11k_0.0003
2023-06-17 23:11:19,461 - yago11k_0.0003 - [INFO] - [E:57| 600]: Train Loss:0.0013349, Val MRR:0.2876, yago11k_0.0003
2023-06-17 23:11:19,462 - yago11k_0.0003 - [INFO] - [Epoch:57]: Training Loss:0.001335
2023-06-17 23:11:19,687 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 23:11:32,162 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 23:11:44,553 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 57 valid]:
MRR: Tail : 0.37077, Head : 0.20704, Avg : 0.2889
2023-06-17 23:11:46,128 - yago11k_0.0003 - [INFO] - [Epoch 57]: Training Loss: 0.0013349, Valid MRR: 0.2889,
2023-06-17 23:11:46,792 - yago11k_0.0003 - [INFO] - [E:58| 0]: Train Loss:0.0013804, Val MRR:0.2889, yago11k_0.0003
2023-06-17 23:12:51,634 - yago11k_0.0003 - [INFO] - [E:58| 100]: Train Loss:0.001331, Val MRR:0.2889, yago11k_0.0003
2023-06-17 23:13:56,571 - yago11k_0.0003 - [INFO] - [E:58| 200]: Train Loss:0.0013306, Val MRR:0.2889, yago11k_0.0003
2023-06-17 23:15:01,238 - yago11k_0.0003 - [INFO] - [E:58| 300]: Train Loss:0.0013306, Val MRR:0.2889, yago11k_0.0003
2023-06-17 23:16:06,378 - yago11k_0.0003 - [INFO] - [E:58| 400]: Train Loss:0.0013289, Val MRR:0.2889, yago11k_0.0003
2023-06-17 23:17:11,386 - yago11k_0.0003 - [INFO] - [E:58| 500]: Train Loss:0.0013289, Val MRR:0.2889, yago11k_0.0003
2023-06-17 23:18:15,936 - yago11k_0.0003 - [INFO] - [E:58| 600]: Train Loss:0.0013296, Val MRR:0.2889, yago11k_0.0003
2023-06-17 23:18:15,936 - yago11k_0.0003 - [INFO] - [Epoch:58]: Training Loss:0.00133
2023-06-17 23:18:16,155 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 23:18:28,628 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 23:18:40,998 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 58 valid]:
MRR: Tail : 0.37109, Head : 0.21075, Avg : 0.29092
2023-06-17 23:18:42,594 - yago11k_0.0003 - [INFO] - [Epoch 58]: Training Loss: 0.0013296, Valid MRR: 0.29092,
2023-06-17 23:18:43,270 - yago11k_0.0003 - [INFO] - [E:59| 0]: Train Loss:0.0012828, Val MRR:0.29092, yago11k_0.0003
2023-06-17 23:19:48,213 - yago11k_0.0003 - [INFO] - [E:59| 100]: Train Loss:0.0013262, Val MRR:0.29092, yago11k_0.0003
2023-06-17 23:20:53,120 - yago11k_0.0003 - [INFO] - [E:59| 200]: Train Loss:0.001323, Val MRR:0.29092, yago11k_0.0003
2023-06-17 23:21:58,026 - yago11k_0.0003 - [INFO] - [E:59| 300]: Train Loss:0.0013245, Val MRR:0.29092, yago11k_0.0003
2023-06-17 23:23:02,830 - yago11k_0.0003 - [INFO] - [E:59| 400]: Train Loss:0.0013248, Val MRR:0.29092, yago11k_0.0003
2023-06-17 23:24:07,919 - yago11k_0.0003 - [INFO] - [E:59| 500]: Train Loss:0.0013239, Val MRR:0.29092, yago11k_0.0003
2023-06-17 23:25:12,377 - yago11k_0.0003 - [INFO] - [E:59| 600]: Train Loss:0.0013252, Val MRR:0.29092, yago11k_0.0003
2023-06-17 23:25:12,378 - yago11k_0.0003 - [INFO] - [Epoch:59]: Training Loss:0.001325
2023-06-17 23:25:12,595 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 23:25:25,018 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 23:25:37,308 - yago11k_0.0003 - [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
2023-06-17 23:25:39,065 - yago11k_0.0003 - [INFO] - [Epoch 59]: Training Loss: 0.0013252, Valid MRR: 0.29286,
2023-06-17 23:25:39,704 - yago11k_0.0003 - [INFO] - [E:60| 0]: Train Loss:0.0012939, Val MRR:0.29286, yago11k_0.0003
2023-06-17 23:26:44,727 - yago11k_0.0003 - [INFO] - [E:60| 100]: Train Loss:0.0013179, Val MRR:0.29286, yago11k_0.0003
2023-06-17 23:27:49,687 - yago11k_0.0003 - [INFO] - [E:60| 200]: Train Loss:0.0013213, Val MRR:0.29286, yago11k_0.0003
2023-06-17 23:28:54,617 - yago11k_0.0003 - [INFO] - [E:60| 300]: Train Loss:0.0013189, Val MRR:0.29286, yago11k_0.0003
2023-06-17 23:29:59,411 - yago11k_0.0003 - [INFO] - [E:60| 400]: Train Loss:0.0013194, Val MRR:0.29286, yago11k_0.0003
2023-06-17 23:31:04,428 - yago11k_0.0003 - [INFO] - [E:60| 500]: Train Loss:0.0013195, Val MRR:0.29286, yago11k_0.0003
2023-06-17 23:32:09,171 - yago11k_0.0003 - [INFO] - [E:60| 600]: Train Loss:0.0013202, Val MRR:0.29286, yago11k_0.0003
2023-06-17 23:32:09,172 - yago11k_0.0003 - [INFO] - [Epoch:60]: Training Loss:0.00132
2023-06-17 23:32:09,396 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 23:32:21,868 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 23:32:34,138 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 60 valid]:
MRR: Tail : 0.37724, Head : 0.21167, Avg : 0.29446
2023-06-17 23:32:35,891 - yago11k_0.0003 - [INFO] - [Epoch 60]: Training Loss: 0.0013202, Valid MRR: 0.29446,
2023-06-17 23:32:36,562 - yago11k_0.0003 - [INFO] - [E:61| 0]: Train Loss:0.0013194, Val MRR:0.29446, yago11k_0.0003
2023-06-17 23:33:41,327 - yago11k_0.0003 - [INFO] - [E:61| 100]: Train Loss:0.0013152, Val MRR:0.29446, yago11k_0.0003
2023-06-17 23:34:46,368 - yago11k_0.0003 - [INFO] - [E:61| 200]: Train Loss:0.0013164, Val MRR:0.29446, yago11k_0.0003
2023-06-17 23:35:51,359 - yago11k_0.0003 - [INFO] - [E:61| 300]: Train Loss:0.0013149, Val MRR:0.29446, yago11k_0.0003
2023-06-17 23:36:56,290 - yago11k_0.0003 - [INFO] - [E:61| 400]: Train Loss:0.001316, Val MRR:0.29446, yago11k_0.0003
2023-06-17 23:38:01,259 - yago11k_0.0003 - [INFO] - [E:61| 500]: Train Loss:0.0013162, Val MRR:0.29446, yago11k_0.0003
2023-06-17 23:39:05,760 - yago11k_0.0003 - [INFO] - [E:61| 600]: Train Loss:0.0013165, Val MRR:0.29446, yago11k_0.0003
2023-06-17 23:39:05,761 - yago11k_0.0003 - [INFO] - [Epoch:61]: Training Loss:0.001316
2023-06-17 23:39:05,986 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 23:39:18,490 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 23:39:30,853 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 61 valid]:
MRR: Tail : 0.37716, Head : 0.21371, Avg : 0.29543
2023-06-17 23:39:32,598 - yago11k_0.0003 - [INFO] - [Epoch 61]: Training Loss: 0.0013165, Valid MRR: 0.29543,
2023-06-17 23:39:33,267 - yago11k_0.0003 - [INFO] - [E:62| 0]: Train Loss:0.0012647, Val MRR:0.29543, yago11k_0.0003
2023-06-17 23:40:38,450 - yago11k_0.0003 - [INFO] - [E:62| 100]: Train Loss:0.0013064, Val MRR:0.29543, yago11k_0.0003
2023-06-17 23:41:43,513 - yago11k_0.0003 - [INFO] - [E:62| 200]: Train Loss:0.0013097, Val MRR:0.29543, yago11k_0.0003
2023-06-17 23:42:48,384 - yago11k_0.0003 - [INFO] - [E:62| 300]: Train Loss:0.0013098, Val MRR:0.29543, yago11k_0.0003
2023-06-17 23:43:53,429 - yago11k_0.0003 - [INFO] - [E:62| 400]: Train Loss:0.0013117, Val MRR:0.29543, yago11k_0.0003
2023-06-17 23:44:58,238 - yago11k_0.0003 - [INFO] - [E:62| 500]: Train Loss:0.0013132, Val MRR:0.29543, yago11k_0.0003
2023-06-17 23:46:02,885 - yago11k_0.0003 - [INFO] - [E:62| 600]: Train Loss:0.0013123, Val MRR:0.29543, yago11k_0.0003
2023-06-17 23:46:02,886 - yago11k_0.0003 - [INFO] - [Epoch:62]: Training Loss:0.001312
2023-06-17 23:46:03,111 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 23:46:15,594 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 23:46:27,877 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 62 valid]:
MRR: Tail : 0.37823, Head : 0.2155, Avg : 0.29686
2023-06-17 23:46:29,776 - yago11k_0.0003 - [INFO] - [Epoch 62]: Training Loss: 0.0013123, Valid MRR: 0.29686,
2023-06-17 23:46:30,443 - yago11k_0.0003 - [INFO] - [E:63| 0]: Train Loss:0.0013029, Val MRR:0.29686, yago11k_0.0003
2023-06-17 23:47:35,312 - yago11k_0.0003 - [INFO] - [E:63| 100]: Train Loss:0.0013077, Val MRR:0.29686, yago11k_0.0003
2023-06-17 23:48:40,467 - yago11k_0.0003 - [INFO] - [E:63| 200]: Train Loss:0.0013077, Val MRR:0.29686, yago11k_0.0003
2023-06-17 23:49:45,509 - yago11k_0.0003 - [INFO] - [E:63| 300]: Train Loss:0.0013063, Val MRR:0.29686, yago11k_0.0003
2023-06-17 23:50:50,386 - yago11k_0.0003 - [INFO] - [E:63| 400]: Train Loss:0.0013079, Val MRR:0.29686, yago11k_0.0003
2023-06-17 23:51:55,503 - yago11k_0.0003 - [INFO] - [E:63| 500]: Train Loss:0.0013074, Val MRR:0.29686, yago11k_0.0003
2023-06-17 23:53:00,041 - yago11k_0.0003 - [INFO] - [E:63| 600]: Train Loss:0.0013078, Val MRR:0.29686, yago11k_0.0003
2023-06-17 23:53:00,042 - yago11k_0.0003 - [INFO] - [Epoch:63]: Training Loss:0.001308
2023-06-17 23:53:00,262 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-17 23:53:12,755 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-17 23:53:25,097 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 63 valid]:
MRR: Tail : 0.37956, Head : 0.21526, Avg : 0.29741
2023-06-17 23:53:27,050 - yago11k_0.0003 - [INFO] - [Epoch 63]: Training Loss: 0.0013078, Valid MRR: 0.29741,
2023-06-17 23:53:27,710 - yago11k_0.0003 - [INFO] - [E:64| 0]: Train Loss:0.0012802, Val MRR:0.29741, yago11k_0.0003
2023-06-17 23:54:32,699 - yago11k_0.0003 - [INFO] - [E:64| 100]: Train Loss:0.0012992, Val MRR:0.29741, yago11k_0.0003
2023-06-17 23:55:37,564 - yago11k_0.0003 - [INFO] - [E:64| 200]: Train Loss:0.0012998, Val MRR:0.29741, yago11k_0.0003
2023-06-17 23:56:42,663 - yago11k_0.0003 - [INFO] - [E:64| 300]: Train Loss:0.0013012, Val MRR:0.29741, yago11k_0.0003
2023-06-17 23:57:47,776 - yago11k_0.0003 - [INFO] - [E:64| 400]: Train Loss:0.0013027, Val MRR:0.29741, yago11k_0.0003
2023-06-17 23:58:52,554 - yago11k_0.0003 - [INFO] - [E:64| 500]: Train Loss:0.0013031, Val MRR:0.29741, yago11k_0.0003
2023-06-17 23:59:57,059 - yago11k_0.0003 - [INFO] - [E:64| 600]: Train Loss:0.0013042, Val MRR:0.29741, yago11k_0.0003
2023-06-17 23:59:57,059 - yago11k_0.0003 - [INFO] - [Epoch:64]: Training Loss:0.001304
2023-06-17 23:59:57,284 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 00:00:09,727 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 00:00:22,081 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 64 valid]:
MRR: Tail : 0.38586, Head : 0.21675, Avg : 0.30131
2023-06-18 00:00:23,738 - yago11k_0.0003 - [INFO] - [Epoch 64]: Training Loss: 0.0013042, Valid MRR: 0.30131,
2023-06-18 00:00:24,401 - yago11k_0.0003 - [INFO] - [E:65| 0]: Train Loss:0.0013265, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:01:29,397 - yago11k_0.0003 - [INFO] - [E:65| 100]: Train Loss:0.0013001, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:02:34,103 - yago11k_0.0003 - [INFO] - [E:65| 200]: Train Loss:0.001298, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:03:39,181 - yago11k_0.0003 - [INFO] - [E:65| 300]: Train Loss:0.0012979, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:04:44,023 - yago11k_0.0003 - [INFO] - [E:65| 400]: Train Loss:0.0012983, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:05:49,038 - yago11k_0.0003 - [INFO] - [E:65| 500]: Train Loss:0.001299, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:06:53,475 - yago11k_0.0003 - [INFO] - [E:65| 600]: Train Loss:0.0013002, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:06:53,476 - yago11k_0.0003 - [INFO] - [Epoch:65]: Training Loss:0.0013
2023-06-18 00:06:53,700 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 00:07:06,176 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 00:07:18,510 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 65 valid]:
MRR: Tail : 0.38324, Head : 0.21893, Avg : 0.30109
2023-06-18 00:07:18,510 - yago11k_0.0003 - [INFO] - [Epoch 65]: Training Loss: 0.0013002, Valid MRR: 0.30131,
2023-06-18 00:07:19,180 - yago11k_0.0003 - [INFO] - [E:66| 0]: Train Loss:0.0013307, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:08:24,023 - yago11k_0.0003 - [INFO] - [E:66| 100]: Train Loss:0.0012968, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:09:28,969 - yago11k_0.0003 - [INFO] - [E:66| 200]: Train Loss:0.0012937, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:10:34,092 - yago11k_0.0003 - [INFO] - [E:66| 300]: Train Loss:0.0012953, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:11:39,178 - yago11k_0.0003 - [INFO] - [E:66| 400]: Train Loss:0.0012966, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:12:44,077 - yago11k_0.0003 - [INFO] - [E:66| 500]: Train Loss:0.0012956, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:13:48,427 - yago11k_0.0003 - [INFO] - [E:66| 600]: Train Loss:0.0012963, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:13:48,427 - yago11k_0.0003 - [INFO] - [Epoch:66]: Training Loss:0.001296
2023-06-18 00:13:48,651 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 00:14:01,111 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 00:14:13,379 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 66 valid]:
MRR: Tail : 0.38422, Head : 0.21674, Avg : 0.30048
2023-06-18 00:14:13,379 - yago11k_0.0003 - [INFO] - [Epoch 66]: Training Loss: 0.0012963, Valid MRR: 0.30131,
2023-06-18 00:14:14,046 - yago11k_0.0003 - [INFO] - [E:67| 0]: Train Loss:0.0012853, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:15:18,909 - yago11k_0.0003 - [INFO] - [E:67| 100]: Train Loss:0.0012928, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:16:23,788 - yago11k_0.0003 - [INFO] - [E:67| 200]: Train Loss:0.0012903, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:17:28,726 - yago11k_0.0003 - [INFO] - [E:67| 300]: Train Loss:0.0012914, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:18:33,784 - yago11k_0.0003 - [INFO] - [E:67| 400]: Train Loss:0.0012926, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:19:38,660 - yago11k_0.0003 - [INFO] - [E:67| 500]: Train Loss:0.001292, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:20:43,089 - yago11k_0.0003 - [INFO] - [E:67| 600]: Train Loss:0.0012923, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:20:43,090 - yago11k_0.0003 - [INFO] - [Epoch:67]: Training Loss:0.001292
2023-06-18 00:20:43,314 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 00:20:55,769 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 00:21:08,119 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 67 valid]:
MRR: Tail : 0.38346, Head : 0.21883, Avg : 0.30115
2023-06-18 00:21:08,119 - yago11k_0.0003 - [INFO] - [Epoch 67]: Training Loss: 0.0012923, Valid MRR: 0.30131,
2023-06-18 00:21:08,781 - yago11k_0.0003 - [INFO] - [E:68| 0]: Train Loss:0.0012853, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:22:13,425 - yago11k_0.0003 - [INFO] - [E:68| 100]: Train Loss:0.0012932, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:23:18,363 - yago11k_0.0003 - [INFO] - [E:68| 200]: Train Loss:0.0012919, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:24:23,155 - yago11k_0.0003 - [INFO] - [E:68| 300]: Train Loss:0.0012902, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:25:28,092 - yago11k_0.0003 - [INFO] - [E:68| 400]: Train Loss:0.0012899, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:26:33,027 - yago11k_0.0003 - [INFO] - [E:68| 500]: Train Loss:0.0012895, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:27:37,607 - yago11k_0.0003 - [INFO] - [E:68| 600]: Train Loss:0.0012894, Val MRR:0.30131, yago11k_0.0003
2023-06-18 00:27:37,608 - yago11k_0.0003 - [INFO] - [Epoch:68]: Training Loss:0.001289
2023-06-18 00:27:37,831 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 00:27:50,309 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 00:28:02,648 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 68 valid]:
MRR: Tail : 0.38724, Head : 0.21907, Avg : 0.30315
2023-06-18 00:28:04,422 - yago11k_0.0003 - [INFO] - [Epoch 68]: Training Loss: 0.0012894, Valid MRR: 0.30315,
2023-06-18 00:28:05,092 - yago11k_0.0003 - [INFO] - [E:69| 0]: Train Loss:0.0012858, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:29:10,100 - yago11k_0.0003 - [INFO] - [E:69| 100]: Train Loss:0.0012899, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:30:15,039 - yago11k_0.0003 - [INFO] - [E:69| 200]: Train Loss:0.0012878, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:31:20,178 - yago11k_0.0003 - [INFO] - [E:69| 300]: Train Loss:0.0012871, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:32:24,973 - yago11k_0.0003 - [INFO] - [E:69| 400]: Train Loss:0.0012868, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:33:30,044 - yago11k_0.0003 - [INFO] - [E:69| 500]: Train Loss:0.0012864, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:34:34,592 - yago11k_0.0003 - [INFO] - [E:69| 600]: Train Loss:0.0012864, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:34:34,593 - yago11k_0.0003 - [INFO] - [Epoch:69]: Training Loss:0.001286
2023-06-18 00:34:34,819 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 00:34:47,252 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 00:34:59,621 - yago11k_0.0003 - [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
2023-06-18 00:34:59,621 - yago11k_0.0003 - [INFO] - [Epoch 69]: Training Loss: 0.0012864, Valid MRR: 0.30315,
2023-06-18 00:35:00,289 - yago11k_0.0003 - [INFO] - [E:70| 0]: Train Loss:0.0012876, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:36:05,469 - yago11k_0.0003 - [INFO] - [E:70| 100]: Train Loss:0.0012811, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:37:10,355 - yago11k_0.0003 - [INFO] - [E:70| 200]: Train Loss:0.0012791, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:38:15,270 - yago11k_0.0003 - [INFO] - [E:70| 300]: Train Loss:0.00128, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:39:20,127 - yago11k_0.0003 - [INFO] - [E:70| 400]: Train Loss:0.0012811, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:40:25,258 - yago11k_0.0003 - [INFO] - [E:70| 500]: Train Loss:0.0012815, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:41:29,717 - yago11k_0.0003 - [INFO] - [E:70| 600]: Train Loss:0.0012824, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:41:29,718 - yago11k_0.0003 - [INFO] - [Epoch:70]: Training Loss:0.001282
2023-06-18 00:41:29,943 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 00:41:42,388 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 00:41:54,729 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 70 valid]:
MRR: Tail : 0.38204, Head : 0.22024, Avg : 0.30114
2023-06-18 00:41:54,729 - yago11k_0.0003 - [INFO] - [Epoch 70]: Training Loss: 0.0012824, Valid MRR: 0.30315,
2023-06-18 00:41:55,385 - yago11k_0.0003 - [INFO] - [E:71| 0]: Train Loss:0.0013377, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:43:00,263 - yago11k_0.0003 - [INFO] - [E:71| 100]: Train Loss:0.0012822, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:44:05,168 - yago11k_0.0003 - [INFO] - [E:71| 200]: Train Loss:0.0012796, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:45:10,104 - yago11k_0.0003 - [INFO] - [E:71| 300]: Train Loss:0.001279, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:46:14,966 - yago11k_0.0003 - [INFO] - [E:71| 400]: Train Loss:0.0012809, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:47:20,051 - yago11k_0.0003 - [INFO] - [E:71| 500]: Train Loss:0.0012811, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:48:24,655 - yago11k_0.0003 - [INFO] - [E:71| 600]: Train Loss:0.0012796, Val MRR:0.30315, yago11k_0.0003
2023-06-18 00:48:24,656 - yago11k_0.0003 - [INFO] - [Epoch:71]: Training Loss:0.00128
2023-06-18 00:48:24,880 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 00:48:37,373 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 00:48:49,627 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 71 valid]:
MRR: Tail : 0.38762, Head : 0.22035, Avg : 0.30398
2023-06-18 00:48:51,226 - yago11k_0.0003 - [INFO] - [Epoch 71]: Training Loss: 0.0012796, Valid MRR: 0.30398,
2023-06-18 00:48:51,897 - yago11k_0.0003 - [INFO] - [E:72| 0]: Train Loss:0.00129, Val MRR:0.30398, yago11k_0.0003
2023-06-18 00:49:57,205 - yago11k_0.0003 - [INFO] - [E:72| 100]: Train Loss:0.0012761, Val MRR:0.30398, yago11k_0.0003
2023-06-18 00:51:01,958 - yago11k_0.0003 - [INFO] - [E:72| 200]: Train Loss:0.0012737, Val MRR:0.30398, yago11k_0.0003
2023-06-18 00:52:06,917 - yago11k_0.0003 - [INFO] - [E:72| 300]: Train Loss:0.0012746, Val MRR:0.30398, yago11k_0.0003
2023-06-18 00:53:12,077 - yago11k_0.0003 - [INFO] - [E:72| 400]: Train Loss:0.0012751, Val MRR:0.30398, yago11k_0.0003
2023-06-18 00:54:16,772 - yago11k_0.0003 - [INFO] - [E:72| 500]: Train Loss:0.0012761, Val MRR:0.30398, yago11k_0.0003
2023-06-18 00:55:21,269 - yago11k_0.0003 - [INFO] - [E:72| 600]: Train Loss:0.0012767, Val MRR:0.30398, yago11k_0.0003
2023-06-18 00:55:21,270 - yago11k_0.0003 - [INFO] - [Epoch:72]: Training Loss:0.001277
2023-06-18 00:55:21,495 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 00:55:33,987 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 00:55:46,264 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 72 valid]:
MRR: Tail : 0.38376, Head : 0.22308, Avg : 0.30342
2023-06-18 00:55:46,264 - yago11k_0.0003 - [INFO] - [Epoch 72]: Training Loss: 0.0012767, Valid MRR: 0.30398,
2023-06-18 00:55:46,937 - yago11k_0.0003 - [INFO] - [E:73| 0]: Train Loss:0.0012608, Val MRR:0.30398, yago11k_0.0003
2023-06-18 00:56:51,779 - yago11k_0.0003 - [INFO] - [E:73| 100]: Train Loss:0.0012689, Val MRR:0.30398, yago11k_0.0003
2023-06-18 00:57:56,768 - yago11k_0.0003 - [INFO] - [E:73| 200]: Train Loss:0.0012724, Val MRR:0.30398, yago11k_0.0003
2023-06-18 00:59:01,695 - yago11k_0.0003 - [INFO] - [E:73| 300]: Train Loss:0.0012736, Val MRR:0.30398, yago11k_0.0003
2023-06-18 01:00:06,738 - yago11k_0.0003 - [INFO] - [E:73| 400]: Train Loss:0.0012737, Val MRR:0.30398, yago11k_0.0003
2023-06-18 01:01:11,845 - yago11k_0.0003 - [INFO] - [E:73| 500]: Train Loss:0.0012736, Val MRR:0.30398, yago11k_0.0003
2023-06-18 01:02:16,292 - yago11k_0.0003 - [INFO] - [E:73| 600]: Train Loss:0.0012741, Val MRR:0.30398, yago11k_0.0003
2023-06-18 01:02:16,292 - yago11k_0.0003 - [INFO] - [Epoch:73]: Training Loss:0.001274
2023-06-18 01:02:16,517 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 01:02:28,963 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 01:02:41,218 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 73 valid]:
MRR: Tail : 0.38495, Head : 0.22347, Avg : 0.30421
2023-06-18 01:02:42,499 - yago11k_0.0003 - [INFO] - [Epoch 73]: Training Loss: 0.0012741, Valid MRR: 0.30421,
2023-06-18 01:02:43,137 - yago11k_0.0003 - [INFO] - [E:74| 0]: Train Loss:0.0012588, Val MRR:0.30421, yago11k_0.0003
2023-06-18 01:03:48,206 - yago11k_0.0003 - [INFO] - [E:74| 100]: Train Loss:0.0012743, Val MRR:0.30421, yago11k_0.0003
2023-06-18 01:04:53,147 - yago11k_0.0003 - [INFO] - [E:74| 200]: Train Loss:0.0012729, Val MRR:0.30421, yago11k_0.0003
2023-06-18 01:05:58,340 - yago11k_0.0003 - [INFO] - [E:74| 300]: Train Loss:0.0012719, Val MRR:0.30421, yago11k_0.0003
2023-06-18 01:07:03,476 - yago11k_0.0003 - [INFO] - [E:74| 400]: Train Loss:0.0012711, Val MRR:0.30421, yago11k_0.0003
2023-06-18 01:08:08,333 - yago11k_0.0003 - [INFO] - [E:74| 500]: Train Loss:0.0012708, Val MRR:0.30421, yago11k_0.0003
2023-06-18 01:09:12,983 - yago11k_0.0003 - [INFO] - [E:74| 600]: Train Loss:0.0012712, Val MRR:0.30421, yago11k_0.0003
2023-06-18 01:09:12,983 - yago11k_0.0003 - [INFO] - [Epoch:74]: Training Loss:0.001271
2023-06-18 01:09:13,209 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 01:09:25,629 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 01:09:37,924 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 74 valid]:
MRR: Tail : 0.38612, Head : 0.22196, Avg : 0.30404
2023-06-18 01:09:37,924 - yago11k_0.0003 - [INFO] - [Epoch 74]: Training Loss: 0.0012712, Valid MRR: 0.30421,
2023-06-18 01:09:38,601 - yago11k_0.0003 - [INFO] - [E:75| 0]: Train Loss:0.0012754, Val MRR:0.30421, yago11k_0.0003
2023-06-18 01:10:43,580 - yago11k_0.0003 - [INFO] - [E:75| 100]: Train Loss:0.0012623, Val MRR:0.30421, yago11k_0.0003
2023-06-18 01:11:48,550 - yago11k_0.0003 - [INFO] - [E:75| 200]: Train Loss:0.0012659, Val MRR:0.30421, yago11k_0.0003
2023-06-18 01:12:53,477 - yago11k_0.0003 - [INFO] - [E:75| 300]: Train Loss:0.0012669, Val MRR:0.30421, yago11k_0.0003
2023-06-18 01:13:58,523 - yago11k_0.0003 - [INFO] - [E:75| 400]: Train Loss:0.001268, Val MRR:0.30421, yago11k_0.0003
2023-06-18 01:15:03,356 - yago11k_0.0003 - [INFO] - [E:75| 500]: Train Loss:0.0012684, Val MRR:0.30421, yago11k_0.0003
2023-06-18 01:16:07,963 - yago11k_0.0003 - [INFO] - [E:75| 600]: Train Loss:0.0012687, Val MRR:0.30421, yago11k_0.0003
2023-06-18 01:16:07,963 - yago11k_0.0003 - [INFO] - [Epoch:75]: Training Loss:0.001269
2023-06-18 01:16:08,188 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 01:16:20,670 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 01:16:33,008 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 75 valid]:
MRR: Tail : 0.39155, Head : 0.22337, Avg : 0.30746
2023-06-18 01:16:34,748 - yago11k_0.0003 - [INFO] - [Epoch 75]: Training Loss: 0.0012687, Valid MRR: 0.30746,
2023-06-18 01:16:35,408 - yago11k_0.0003 - [INFO] - [E:76| 0]: Train Loss:0.0012586, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:17:40,392 - yago11k_0.0003 - [INFO] - [E:76| 100]: Train Loss:0.0012638, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:18:45,410 - yago11k_0.0003 - [INFO] - [E:76| 200]: Train Loss:0.0012621, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:19:50,486 - yago11k_0.0003 - [INFO] - [E:76| 300]: Train Loss:0.0012641, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:20:55,564 - yago11k_0.0003 - [INFO] - [E:76| 400]: Train Loss:0.0012633, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:22:00,539 - yago11k_0.0003 - [INFO] - [E:76| 500]: Train Loss:0.0012652, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:23:04,845 - yago11k_0.0003 - [INFO] - [E:76| 600]: Train Loss:0.0012653, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:23:04,845 - yago11k_0.0003 - [INFO] - [Epoch:76]: Training Loss:0.001265
2023-06-18 01:23:05,064 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 01:23:17,447 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 01:23:29,751 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 76 valid]:
MRR: Tail : 0.38713, Head : 0.22238, Avg : 0.30476
2023-06-18 01:23:29,751 - yago11k_0.0003 - [INFO] - [Epoch 76]: Training Loss: 0.0012653, Valid MRR: 0.30746,
2023-06-18 01:23:30,411 - yago11k_0.0003 - [INFO] - [E:77| 0]: Train Loss:0.0012384, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:24:35,446 - yago11k_0.0003 - [INFO] - [E:77| 100]: Train Loss:0.0012645, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:25:40,170 - yago11k_0.0003 - [INFO] - [E:77| 200]: Train Loss:0.0012657, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:26:45,284 - yago11k_0.0003 - [INFO] - [E:77| 300]: Train Loss:0.0012632, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:27:50,206 - yago11k_0.0003 - [INFO] - [E:77| 400]: Train Loss:0.001263, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:28:55,020 - yago11k_0.0003 - [INFO] - [E:77| 500]: Train Loss:0.0012628, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:29:59,704 - yago11k_0.0003 - [INFO] - [E:77| 600]: Train Loss:0.001263, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:29:59,705 - yago11k_0.0003 - [INFO] - [Epoch:77]: Training Loss:0.001263
2023-06-18 01:29:59,925 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 01:30:12,327 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 01:30:24,553 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 77 valid]:
MRR: Tail : 0.38781, Head : 0.22324, Avg : 0.30553
2023-06-18 01:30:24,553 - yago11k_0.0003 - [INFO] - [Epoch 77]: Training Loss: 0.001263, Valid MRR: 0.30746,
2023-06-18 01:30:25,228 - yago11k_0.0003 - [INFO] - [E:78| 0]: Train Loss:0.0012587, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:31:30,194 - yago11k_0.0003 - [INFO] - [E:78| 100]: Train Loss:0.0012621, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:32:35,304 - yago11k_0.0003 - [INFO] - [E:78| 200]: Train Loss:0.0012612, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:33:40,133 - yago11k_0.0003 - [INFO] - [E:78| 300]: Train Loss:0.0012603, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:34:45,072 - yago11k_0.0003 - [INFO] - [E:78| 400]: Train Loss:0.001259, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:35:50,145 - yago11k_0.0003 - [INFO] - [E:78| 500]: Train Loss:0.0012592, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:36:54,465 - yago11k_0.0003 - [INFO] - [E:78| 600]: Train Loss:0.00126, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:36:54,465 - yago11k_0.0003 - [INFO] - [Epoch:78]: Training Loss:0.00126
2023-06-18 01:36:54,691 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 01:37:07,180 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 01:37:19,525 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 78 valid]:
MRR: Tail : 0.38931, Head : 0.22264, Avg : 0.30597
2023-06-18 01:37:19,526 - yago11k_0.0003 - [INFO] - [Epoch 78]: Training Loss: 0.00126, Valid MRR: 0.30746,
2023-06-18 01:37:20,197 - yago11k_0.0003 - [INFO] - [E:79| 0]: Train Loss:0.0012157, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:38:25,142 - yago11k_0.0003 - [INFO] - [E:79| 100]: Train Loss:0.0012562, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:39:29,985 - yago11k_0.0003 - [INFO] - [E:79| 200]: Train Loss:0.001256, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:40:35,174 - yago11k_0.0003 - [INFO] - [E:79| 300]: Train Loss:0.0012556, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:41:40,020 - yago11k_0.0003 - [INFO] - [E:79| 400]: Train Loss:0.0012564, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:42:44,799 - yago11k_0.0003 - [INFO] - [E:79| 500]: Train Loss:0.0012572, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:43:49,400 - yago11k_0.0003 - [INFO] - [E:79| 600]: Train Loss:0.0012582, Val MRR:0.30746, yago11k_0.0003
2023-06-18 01:43:49,401 - yago11k_0.0003 - [INFO] - [Epoch:79]: Training Loss:0.001258
2023-06-18 01:43:49,626 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 01:44:02,054 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 01:44:14,372 - yago11k_0.0003 - [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
2023-06-18 01:44:16,034 - yago11k_0.0003 - [INFO] - [Epoch 79]: Training Loss: 0.0012582, Valid MRR: 0.30775,
2023-06-18 01:44:16,708 - yago11k_0.0003 - [INFO] - [E:80| 0]: Train Loss:0.0012311, Val MRR:0.30775, yago11k_0.0003
2023-06-18 01:45:21,757 - yago11k_0.0003 - [INFO] - [E:80| 100]: Train Loss:0.0012525, Val MRR:0.30775, yago11k_0.0003
2023-06-18 01:46:26,663 - yago11k_0.0003 - [INFO] - [E:80| 200]: Train Loss:0.0012517, Val MRR:0.30775, yago11k_0.0003
2023-06-18 01:47:31,654 - yago11k_0.0003 - [INFO] - [E:80| 300]: Train Loss:0.0012544, Val MRR:0.30775, yago11k_0.0003
2023-06-18 01:48:36,508 - yago11k_0.0003 - [INFO] - [E:80| 400]: Train Loss:0.0012553, Val MRR:0.30775, yago11k_0.0003
2023-06-18 01:49:41,461 - yago11k_0.0003 - [INFO] - [E:80| 500]: Train Loss:0.0012551, Val MRR:0.30775, yago11k_0.0003
2023-06-18 01:50:46,054 - yago11k_0.0003 - [INFO] - [E:80| 600]: Train Loss:0.0012556, Val MRR:0.30775, yago11k_0.0003
2023-06-18 01:50:46,054 - yago11k_0.0003 - [INFO] - [Epoch:80]: Training Loss:0.001256
2023-06-18 01:50:46,279 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 01:50:58,706 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 01:51:11,014 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 80 valid]:
MRR: Tail : 0.38552, Head : 0.22465, Avg : 0.30508
2023-06-18 01:51:11,015 - yago11k_0.0003 - [INFO] - [Epoch 80]: Training Loss: 0.0012556, Valid MRR: 0.30775,
2023-06-18 01:51:11,681 - yago11k_0.0003 - [INFO] - [E:81| 0]: Train Loss:0.0012571, Val MRR:0.30775, yago11k_0.0003
2023-06-18 01:52:16,714 - yago11k_0.0003 - [INFO] - [E:81| 100]: Train Loss:0.0012515, Val MRR:0.30775, yago11k_0.0003
2023-06-18 01:53:21,585 - yago11k_0.0003 - [INFO] - [E:81| 200]: Train Loss:0.0012519, Val MRR:0.30775, yago11k_0.0003
2023-06-18 01:54:26,674 - yago11k_0.0003 - [INFO] - [E:81| 300]: Train Loss:0.0012522, Val MRR:0.30775, yago11k_0.0003
2023-06-18 01:55:31,739 - yago11k_0.0003 - [INFO] - [E:81| 400]: Train Loss:0.0012522, Val MRR:0.30775, yago11k_0.0003
2023-06-18 01:56:36,793 - yago11k_0.0003 - [INFO] - [E:81| 500]: Train Loss:0.0012526, Val MRR:0.30775, yago11k_0.0003
2023-06-18 01:57:41,374 - yago11k_0.0003 - [INFO] - [E:81| 600]: Train Loss:0.0012528, Val MRR:0.30775, yago11k_0.0003
2023-06-18 01:57:41,375 - yago11k_0.0003 - [INFO] - [Epoch:81]: Training Loss:0.001253
2023-06-18 01:57:41,599 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 01:57:54,043 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 01:58:06,382 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 81 valid]:
MRR: Tail : 0.38942, Head : 0.22444, Avg : 0.30693
2023-06-18 01:58:06,383 - yago11k_0.0003 - [INFO] - [Epoch 81]: Training Loss: 0.0012528, Valid MRR: 0.30775,
2023-06-18 01:58:07,045 - yago11k_0.0003 - [INFO] - [E:82| 0]: Train Loss:0.0012708, Val MRR:0.30775, yago11k_0.0003
2023-06-18 01:59:11,895 - yago11k_0.0003 - [INFO] - [E:82| 100]: Train Loss:0.001247, Val MRR:0.30775, yago11k_0.0003
2023-06-18 02:00:16,899 - yago11k_0.0003 - [INFO] - [E:82| 200]: Train Loss:0.0012485, Val MRR:0.30775, yago11k_0.0003
2023-06-18 02:01:21,842 - yago11k_0.0003 - [INFO] - [E:82| 300]: Train Loss:0.0012496, Val MRR:0.30775, yago11k_0.0003
2023-06-18 02:02:26,811 - yago11k_0.0003 - [INFO] - [E:82| 400]: Train Loss:0.0012501, Val MRR:0.30775, yago11k_0.0003
2023-06-18 02:03:31,705 - yago11k_0.0003 - [INFO] - [E:82| 500]: Train Loss:0.0012512, Val MRR:0.30775, yago11k_0.0003
2023-06-18 02:04:36,396 - yago11k_0.0003 - [INFO] - [E:82| 600]: Train Loss:0.001251, Val MRR:0.30775, yago11k_0.0003
2023-06-18 02:04:36,397 - yago11k_0.0003 - [INFO] - [Epoch:82]: Training Loss:0.001251
2023-06-18 02:04:36,616 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 02:04:49,085 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 02:05:01,406 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 82 valid]:
MRR: Tail : 0.38967, Head : 0.22482, Avg : 0.30724
2023-06-18 02:05:01,406 - yago11k_0.0003 - [INFO] - [Epoch 82]: Training Loss: 0.001251, Valid MRR: 0.30775,
2023-06-18 02:05:02,072 - yago11k_0.0003 - [INFO] - [E:83| 0]: Train Loss:0.0012854, Val MRR:0.30775, yago11k_0.0003
2023-06-18 02:06:06,695 - yago11k_0.0003 - [INFO] - [E:83| 100]: Train Loss:0.0012484, Val MRR:0.30775, yago11k_0.0003
2023-06-18 02:07:11,651 - yago11k_0.0003 - [INFO] - [E:83| 200]: Train Loss:0.0012471, Val MRR:0.30775, yago11k_0.0003
2023-06-18 02:08:16,718 - yago11k_0.0003 - [INFO] - [E:83| 300]: Train Loss:0.0012457, Val MRR:0.30775, yago11k_0.0003
2023-06-18 02:09:21,627 - yago11k_0.0003 - [INFO] - [E:83| 400]: Train Loss:0.0012468, Val MRR:0.30775, yago11k_0.0003
2023-06-18 02:10:26,771 - yago11k_0.0003 - [INFO] - [E:83| 500]: Train Loss:0.0012479, Val MRR:0.30775, yago11k_0.0003
2023-06-18 02:11:31,201 - yago11k_0.0003 - [INFO] - [E:83| 600]: Train Loss:0.0012484, Val MRR:0.30775, yago11k_0.0003
2023-06-18 02:11:31,201 - yago11k_0.0003 - [INFO] - [Epoch:83]: Training Loss:0.001248
2023-06-18 02:11:31,421 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 02:11:43,870 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 02:11:56,206 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 83 valid]:
MRR: Tail : 0.39523, Head : 0.22374, Avg : 0.30948
2023-06-18 02:11:57,757 - yago11k_0.0003 - [INFO] - [Epoch 83]: Training Loss: 0.0012484, Valid MRR: 0.30948,
2023-06-18 02:11:58,414 - yago11k_0.0003 - [INFO] - [E:84| 0]: Train Loss:0.0012143, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:13:03,397 - yago11k_0.0003 - [INFO] - [E:84| 100]: Train Loss:0.0012417, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:14:08,527 - yago11k_0.0003 - [INFO] - [E:84| 200]: Train Loss:0.0012431, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:15:13,700 - yago11k_0.0003 - [INFO] - [E:84| 300]: Train Loss:0.0012435, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:16:18,584 - yago11k_0.0003 - [INFO] - [E:84| 400]: Train Loss:0.0012456, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:17:23,683 - yago11k_0.0003 - [INFO] - [E:84| 500]: Train Loss:0.0012456, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:18:28,402 - yago11k_0.0003 - [INFO] - [E:84| 600]: Train Loss:0.0012466, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:18:28,402 - yago11k_0.0003 - [INFO] - [Epoch:84]: Training Loss:0.001247
2023-06-18 02:18:28,628 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 02:18:41,053 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 02:18:53,269 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 84 valid]:
MRR: Tail : 0.39091, Head : 0.22492, Avg : 0.30791
2023-06-18 02:18:53,269 - yago11k_0.0003 - [INFO] - [Epoch 84]: Training Loss: 0.0012466, Valid MRR: 0.30948,
2023-06-18 02:18:53,922 - yago11k_0.0003 - [INFO] - [E:85| 0]: Train Loss:0.0012598, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:19:58,936 - yago11k_0.0003 - [INFO] - [E:85| 100]: Train Loss:0.0012426, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:21:04,054 - yago11k_0.0003 - [INFO] - [E:85| 200]: Train Loss:0.0012424, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:22:09,092 - yago11k_0.0003 - [INFO] - [E:85| 300]: Train Loss:0.0012431, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:23:14,168 - yago11k_0.0003 - [INFO] - [E:85| 400]: Train Loss:0.0012436, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:24:19,178 - yago11k_0.0003 - [INFO] - [E:85| 500]: Train Loss:0.0012441, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:25:23,753 - yago11k_0.0003 - [INFO] - [E:85| 600]: Train Loss:0.0012446, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:25:23,753 - yago11k_0.0003 - [INFO] - [Epoch:85]: Training Loss:0.001245
2023-06-18 02:25:23,972 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 02:25:36,454 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 02:25:48,813 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 85 valid]:
MRR: Tail : 0.38863, Head : 0.22506, Avg : 0.30684
2023-06-18 02:25:48,814 - yago11k_0.0003 - [INFO] - [Epoch 85]: Training Loss: 0.0012446, Valid MRR: 0.30948,
2023-06-18 02:25:49,478 - yago11k_0.0003 - [INFO] - [E:86| 0]: Train Loss:0.0012665, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:26:54,159 - yago11k_0.0003 - [INFO] - [E:86| 100]: Train Loss:0.0012391, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:27:59,164 - yago11k_0.0003 - [INFO] - [E:86| 200]: Train Loss:0.0012409, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:29:04,141 - yago11k_0.0003 - [INFO] - [E:86| 300]: Train Loss:0.0012412, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:30:09,017 - yago11k_0.0003 - [INFO] - [E:86| 400]: Train Loss:0.0012425, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:31:14,143 - yago11k_0.0003 - [INFO] - [E:86| 500]: Train Loss:0.0012424, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:32:18,485 - yago11k_0.0003 - [INFO] - [E:86| 600]: Train Loss:0.0012425, Val MRR:0.30948, yago11k_0.0003
2023-06-18 02:32:18,486 - yago11k_0.0003 - [INFO] - [Epoch:86]: Training Loss:0.001243
2023-06-18 02:32:18,707 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 02:32:31,140 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 02:32:43,424 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 86 valid]:
MRR: Tail : 0.39393, Head : 0.22597, Avg : 0.30995
2023-06-18 02:32:45,240 - yago11k_0.0003 - [INFO] - [Epoch 86]: Training Loss: 0.0012425, Valid MRR: 0.30995,
2023-06-18 02:32:45,910 - yago11k_0.0003 - [INFO] - [E:87| 0]: Train Loss:0.0012195, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:33:51,056 - yago11k_0.0003 - [INFO] - [E:87| 100]: Train Loss:0.0012394, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:34:56,017 - yago11k_0.0003 - [INFO] - [E:87| 200]: Train Loss:0.0012373, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:36:01,037 - yago11k_0.0003 - [INFO] - [E:87| 300]: Train Loss:0.0012381, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:37:06,053 - yago11k_0.0003 - [INFO] - [E:87| 400]: Train Loss:0.0012386, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:38:10,936 - yago11k_0.0003 - [INFO] - [E:87| 500]: Train Loss:0.0012394, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:39:15,739 - yago11k_0.0003 - [INFO] - [E:87| 600]: Train Loss:0.0012401, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:39:15,740 - yago11k_0.0003 - [INFO] - [Epoch:87]: Training Loss:0.00124
2023-06-18 02:39:15,965 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 02:39:28,451 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 02:39:40,806 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 87 valid]:
MRR: Tail : 0.3923, Head : 0.22652, Avg : 0.30941
2023-06-18 02:39:40,806 - yago11k_0.0003 - [INFO] - [Epoch 87]: Training Loss: 0.0012401, Valid MRR: 0.30995,
2023-06-18 02:39:41,478 - yago11k_0.0003 - [INFO] - [E:88| 0]: Train Loss:0.0012184, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:40:46,467 - yago11k_0.0003 - [INFO] - [E:88| 100]: Train Loss:0.0012346, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:41:51,492 - yago11k_0.0003 - [INFO] - [E:88| 200]: Train Loss:0.001234, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:42:56,484 - yago11k_0.0003 - [INFO] - [E:88| 300]: Train Loss:0.0012351, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:44:01,443 - yago11k_0.0003 - [INFO] - [E:88| 400]: Train Loss:0.0012356, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:45:06,386 - yago11k_0.0003 - [INFO] - [E:88| 500]: Train Loss:0.0012359, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:46:10,760 - yago11k_0.0003 - [INFO] - [E:88| 600]: Train Loss:0.0012377, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:46:10,761 - yago11k_0.0003 - [INFO] - [Epoch:88]: Training Loss:0.001238
2023-06-18 02:46:10,985 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 02:46:23,498 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 02:46:35,802 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 88 valid]:
MRR: Tail : 0.39082, Head : 0.22694, Avg : 0.30888
2023-06-18 02:46:35,803 - yago11k_0.0003 - [INFO] - [Epoch 88]: Training Loss: 0.0012377, Valid MRR: 0.30995,
2023-06-18 02:46:36,467 - yago11k_0.0003 - [INFO] - [E:89| 0]: Train Loss:0.0012256, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:47:41,653 - yago11k_0.0003 - [INFO] - [E:89| 100]: Train Loss:0.0012296, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:48:46,462 - yago11k_0.0003 - [INFO] - [E:89| 200]: Train Loss:0.0012323, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:49:51,400 - yago11k_0.0003 - [INFO] - [E:89| 300]: Train Loss:0.0012338, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:50:56,056 - yago11k_0.0003 - [INFO] - [E:89| 400]: Train Loss:0.0012349, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:52:01,039 - yago11k_0.0003 - [INFO] - [E:89| 500]: Train Loss:0.0012355, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:53:05,551 - yago11k_0.0003 - [INFO] - [E:89| 600]: Train Loss:0.0012363, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:53:05,552 - yago11k_0.0003 - [INFO] - [Epoch:89]: Training Loss:0.001236
2023-06-18 02:53:05,777 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 02:53:18,250 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 02:53:30,582 - yago11k_0.0003 - [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
2023-06-18 02:53:30,582 - yago11k_0.0003 - [INFO] - [Epoch 89]: Training Loss: 0.0012363, Valid MRR: 0.30995,
2023-06-18 02:53:31,246 - yago11k_0.0003 - [INFO] - [E:90| 0]: Train Loss:0.0012032, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:54:36,075 - yago11k_0.0003 - [INFO] - [E:90| 100]: Train Loss:0.0012309, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:55:40,851 - yago11k_0.0003 - [INFO] - [E:90| 200]: Train Loss:0.001232, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:56:45,710 - yago11k_0.0003 - [INFO] - [E:90| 300]: Train Loss:0.0012331, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:57:50,689 - yago11k_0.0003 - [INFO] - [E:90| 400]: Train Loss:0.0012342, Val MRR:0.30995, yago11k_0.0003
2023-06-18 02:58:55,531 - yago11k_0.0003 - [INFO] - [E:90| 500]: Train Loss:0.0012348, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:00:00,137 - yago11k_0.0003 - [INFO] - [E:90| 600]: Train Loss:0.0012344, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:00:00,137 - yago11k_0.0003 - [INFO] - [Epoch:90]: Training Loss:0.001234
2023-06-18 03:00:00,361 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 03:00:12,763 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 03:00:25,109 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 90 valid]:
MRR: Tail : 0.38807, Head : 0.22703, Avg : 0.30755
2023-06-18 03:00:25,110 - yago11k_0.0003 - [INFO] - [Epoch 90]: Training Loss: 0.0012344, Valid MRR: 0.30995,
2023-06-18 03:00:25,762 - yago11k_0.0003 - [INFO] - [E:91| 0]: Train Loss:0.0012487, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:01:30,634 - yago11k_0.0003 - [INFO] - [E:91| 100]: Train Loss:0.0012307, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:02:35,625 - yago11k_0.0003 - [INFO] - [E:91| 200]: Train Loss:0.0012333, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:03:40,632 - yago11k_0.0003 - [INFO] - [E:91| 300]: Train Loss:0.0012326, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:04:45,706 - yago11k_0.0003 - [INFO] - [E:91| 400]: Train Loss:0.0012316, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:05:50,959 - yago11k_0.0003 - [INFO] - [E:91| 500]: Train Loss:0.0012322, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:06:55,296 - yago11k_0.0003 - [INFO] - [E:91| 600]: Train Loss:0.0012325, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:06:55,296 - yago11k_0.0003 - [INFO] - [Epoch:91]: Training Loss:0.001233
2023-06-18 03:06:55,516 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 03:07:07,993 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 03:07:20,356 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 91 valid]:
MRR: Tail : 0.39203, Head : 0.22682, Avg : 0.30943
2023-06-18 03:07:20,356 - yago11k_0.0003 - [INFO] - [Epoch 91]: Training Loss: 0.0012325, Valid MRR: 0.30995,
2023-06-18 03:07:21,031 - yago11k_0.0003 - [INFO] - [E:92| 0]: Train Loss:0.0012154, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:08:26,049 - yago11k_0.0003 - [INFO] - [E:92| 100]: Train Loss:0.0012283, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:09:30,867 - yago11k_0.0003 - [INFO] - [E:92| 200]: Train Loss:0.0012292, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:10:35,732 - yago11k_0.0003 - [INFO] - [E:92| 300]: Train Loss:0.0012302, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:11:40,809 - yago11k_0.0003 - [INFO] - [E:92| 400]: Train Loss:0.0012302, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:12:45,644 - yago11k_0.0003 - [INFO] - [E:92| 500]: Train Loss:0.0012303, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:13:50,315 - yago11k_0.0003 - [INFO] - [E:92| 600]: Train Loss:0.0012303, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:13:50,315 - yago11k_0.0003 - [INFO] - [Epoch:92]: Training Loss:0.00123
2023-06-18 03:13:50,540 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 03:14:03,002 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 03:14:15,333 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 92 valid]:
MRR: Tail : 0.39046, Head : 0.22821, Avg : 0.30933
2023-06-18 03:14:15,333 - yago11k_0.0003 - [INFO] - [Epoch 92]: Training Loss: 0.0012303, Valid MRR: 0.30995,
2023-06-18 03:14:15,994 - yago11k_0.0003 - [INFO] - [E:93| 0]: Train Loss:0.0012263, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:15:20,765 - yago11k_0.0003 - [INFO] - [E:93| 100]: Train Loss:0.0012283, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:16:25,549 - yago11k_0.0003 - [INFO] - [E:93| 200]: Train Loss:0.0012252, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:17:30,568 - yago11k_0.0003 - [INFO] - [E:93| 300]: Train Loss:0.0012262, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:18:35,746 - yago11k_0.0003 - [INFO] - [E:93| 400]: Train Loss:0.0012281, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:19:40,754 - yago11k_0.0003 - [INFO] - [E:93| 500]: Train Loss:0.0012293, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:20:45,428 - yago11k_0.0003 - [INFO] - [E:93| 600]: Train Loss:0.0012293, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:20:45,429 - yago11k_0.0003 - [INFO] - [Epoch:93]: Training Loss:0.001229
2023-06-18 03:20:45,653 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 03:20:58,119 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 03:21:10,461 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 93 valid]:
MRR: Tail : 0.38945, Head : 0.22682, Avg : 0.30814
2023-06-18 03:21:10,461 - yago11k_0.0003 - [INFO] - [Epoch 93]: Training Loss: 0.0012293, Valid MRR: 0.30995,
2023-06-18 03:21:11,128 - yago11k_0.0003 - [INFO] - [E:94| 0]: Train Loss:0.0011981, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:22:15,823 - yago11k_0.0003 - [INFO] - [E:94| 100]: Train Loss:0.0012241, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:23:20,734 - yago11k_0.0003 - [INFO] - [E:94| 200]: Train Loss:0.0012265, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:24:25,741 - yago11k_0.0003 - [INFO] - [E:94| 300]: Train Loss:0.0012262, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:25:30,881 - yago11k_0.0003 - [INFO] - [E:94| 400]: Train Loss:0.001227, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:26:35,911 - yago11k_0.0003 - [INFO] - [E:94| 500]: Train Loss:0.0012278, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:27:40,609 - yago11k_0.0003 - [INFO] - [E:94| 600]: Train Loss:0.0012275, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:27:40,610 - yago11k_0.0003 - [INFO] - [Epoch:94]: Training Loss:0.001227
2023-06-18 03:27:40,835 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 03:27:53,279 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 03:28:05,629 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 94 valid]:
MRR: Tail : 0.39122, Head : 0.22678, Avg : 0.309
2023-06-18 03:28:05,629 - yago11k_0.0003 - [INFO] - [Epoch 94]: Training Loss: 0.0012275, Valid MRR: 0.30995,
2023-06-18 03:28:06,292 - yago11k_0.0003 - [INFO] - [E:95| 0]: Train Loss:0.001184, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:29:11,156 - yago11k_0.0003 - [INFO] - [E:95| 100]: Train Loss:0.0012207, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:30:16,064 - yago11k_0.0003 - [INFO] - [E:95| 200]: Train Loss:0.0012213, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:31:21,024 - yago11k_0.0003 - [INFO] - [E:95| 300]: Train Loss:0.0012222, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:32:26,179 - yago11k_0.0003 - [INFO] - [E:95| 400]: Train Loss:0.0012238, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:33:31,325 - yago11k_0.0003 - [INFO] - [E:95| 500]: Train Loss:0.0012248, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:34:35,931 - yago11k_0.0003 - [INFO] - [E:95| 600]: Train Loss:0.0012255, Val MRR:0.30995, yago11k_0.0003
2023-06-18 03:34:35,932 - yago11k_0.0003 - [INFO] - [Epoch:95]: Training Loss:0.001226
2023-06-18 03:34:36,156 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 03:34:48,599 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 03:35:00,933 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 95 valid]:
MRR: Tail : 0.39679, Head : 0.22703, Avg : 0.31191
2023-06-18 03:35:02,854 - yago11k_0.0003 - [INFO] - [Epoch 95]: Training Loss: 0.0012255, Valid MRR: 0.31191,
2023-06-18 03:35:03,523 - yago11k_0.0003 - [INFO] - [E:96| 0]: Train Loss:0.0012285, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:36:08,630 - yago11k_0.0003 - [INFO] - [E:96| 100]: Train Loss:0.0012201, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:37:13,617 - yago11k_0.0003 - [INFO] - [E:96| 200]: Train Loss:0.0012209, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:38:18,411 - yago11k_0.0003 - [INFO] - [E:96| 300]: Train Loss:0.0012211, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:39:23,452 - yago11k_0.0003 - [INFO] - [E:96| 400]: Train Loss:0.0012231, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:40:28,575 - yago11k_0.0003 - [INFO] - [E:96| 500]: Train Loss:0.0012241, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:41:33,031 - yago11k_0.0003 - [INFO] - [E:96| 600]: Train Loss:0.0012243, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:41:33,032 - yago11k_0.0003 - [INFO] - [Epoch:96]: Training Loss:0.001224
2023-06-18 03:41:33,254 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 03:41:45,748 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 03:41:58,129 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 96 valid]:
MRR: Tail : 0.39133, Head : 0.22575, Avg : 0.30854
2023-06-18 03:41:58,129 - yago11k_0.0003 - [INFO] - [Epoch 96]: Training Loss: 0.0012243, Valid MRR: 0.31191,
2023-06-18 03:41:58,800 - yago11k_0.0003 - [INFO] - [E:97| 0]: Train Loss:0.0011991, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:43:03,933 - yago11k_0.0003 - [INFO] - [E:97| 100]: Train Loss:0.0012233, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:44:08,844 - yago11k_0.0003 - [INFO] - [E:97| 200]: Train Loss:0.0012218, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:45:13,953 - yago11k_0.0003 - [INFO] - [E:97| 300]: Train Loss:0.0012216, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:46:18,795 - yago11k_0.0003 - [INFO] - [E:97| 400]: Train Loss:0.0012221, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:47:23,554 - yago11k_0.0003 - [INFO] - [E:97| 500]: Train Loss:0.0012218, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:48:28,164 - yago11k_0.0003 - [INFO] - [E:97| 600]: Train Loss:0.001222, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:48:28,164 - yago11k_0.0003 - [INFO] - [Epoch:97]: Training Loss:0.001222
2023-06-18 03:48:28,389 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 03:48:40,814 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 03:48:53,177 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 97 valid]:
MRR: Tail : 0.39274, Head : 0.22751, Avg : 0.31013
2023-06-18 03:48:53,177 - yago11k_0.0003 - [INFO] - [Epoch 97]: Training Loss: 0.001222, Valid MRR: 0.31191,
2023-06-18 03:48:53,840 - yago11k_0.0003 - [INFO] - [E:98| 0]: Train Loss:0.0012346, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:49:58,485 - yago11k_0.0003 - [INFO] - [E:98| 100]: Train Loss:0.0012219, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:51:03,299 - yago11k_0.0003 - [INFO] - [E:98| 200]: Train Loss:0.0012192, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:52:08,409 - yago11k_0.0003 - [INFO] - [E:98| 300]: Train Loss:0.0012196, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:53:13,424 - yago11k_0.0003 - [INFO] - [E:98| 400]: Train Loss:0.0012194, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:54:18,527 - yago11k_0.0003 - [INFO] - [E:98| 500]: Train Loss:0.0012204, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:55:23,141 - yago11k_0.0003 - [INFO] - [E:98| 600]: Train Loss:0.0012206, Val MRR:0.31191, yago11k_0.0003
2023-06-18 03:55:23,142 - yago11k_0.0003 - [INFO] - [Epoch:98]: Training Loss:0.001221
2023-06-18 03:55:23,367 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 03:55:35,802 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 03:55:48,036 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 98 valid]:
MRR: Tail : 0.40045, Head : 0.22669, Avg : 0.31357
2023-06-18 03:55:49,635 - yago11k_0.0003 - [INFO] - [Epoch 98]: Training Loss: 0.0012206, Valid MRR: 0.31357,
2023-06-18 03:55:50,292 - yago11k_0.0003 - [INFO] - [E:99| 0]: Train Loss:0.0012259, Val MRR:0.31357, yago11k_0.0003
2023-06-18 03:56:55,313 - yago11k_0.0003 - [INFO] - [E:99| 100]: Train Loss:0.0012222, Val MRR:0.31357, yago11k_0.0003
2023-06-18 03:58:00,159 - yago11k_0.0003 - [INFO] - [E:99| 200]: Train Loss:0.0012181, Val MRR:0.31357, yago11k_0.0003
2023-06-18 03:59:05,013 - yago11k_0.0003 - [INFO] - [E:99| 300]: Train Loss:0.0012189, Val MRR:0.31357, yago11k_0.0003
2023-06-18 04:00:10,015 - yago11k_0.0003 - [INFO] - [E:99| 400]: Train Loss:0.0012196, Val MRR:0.31357, yago11k_0.0003
2023-06-18 04:01:15,086 - yago11k_0.0003 - [INFO] - [E:99| 500]: Train Loss:0.0012202, Val MRR:0.31357, yago11k_0.0003
2023-06-18 04:02:19,766 - yago11k_0.0003 - [INFO] - [E:99| 600]: Train Loss:0.0012202, Val MRR:0.31357, yago11k_0.0003
2023-06-18 04:02:19,767 - yago11k_0.0003 - [INFO] - [Epoch:99]: Training Loss:0.00122
2023-06-18 04:02:19,986 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 04:02:32,474 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 04:02:44,801 - yago11k_0.0003 - [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
2023-06-18 04:02:46,667 - yago11k_0.0003 - [INFO] - [Epoch 99]: Training Loss: 0.0012202, Valid MRR: 0.3136,
2023-06-18 04:02:47,325 - yago11k_0.0003 - [INFO] - [E:100| 0]: Train Loss:0.0012279, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:03:52,256 - yago11k_0.0003 - [INFO] - [E:100| 100]: Train Loss:0.0012168, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:04:57,312 - yago11k_0.0003 - [INFO] - [E:100| 200]: Train Loss:0.0012174, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:06:02,251 - yago11k_0.0003 - [INFO] - [E:100| 300]: Train Loss:0.0012177, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:07:07,343 - yago11k_0.0003 - [INFO] - [E:100| 400]: Train Loss:0.0012174, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:08:12,300 - yago11k_0.0003 - [INFO] - [E:100| 500]: Train Loss:0.0012179, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:09:16,833 - yago11k_0.0003 - [INFO] - [E:100| 600]: Train Loss:0.0012177, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:09:16,833 - yago11k_0.0003 - [INFO] - [Epoch:100]: Training Loss:0.001218
2023-06-18 04:09:17,051 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 04:09:29,413 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 04:09:41,725 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 100 valid]:
MRR: Tail : 0.39727, Head : 0.22792, Avg : 0.3126
2023-06-18 04:09:41,725 - yago11k_0.0003 - [INFO] - [Epoch 100]: Training Loss: 0.0012177, Valid MRR: 0.3136,
2023-06-18 04:09:42,398 - yago11k_0.0003 - [INFO] - [E:101| 0]: Train Loss:0.0012128, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:10:47,205 - yago11k_0.0003 - [INFO] - [E:101| 100]: Train Loss:0.0012145, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:11:52,104 - yago11k_0.0003 - [INFO] - [E:101| 200]: Train Loss:0.0012151, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:12:57,199 - yago11k_0.0003 - [INFO] - [E:101| 300]: Train Loss:0.0012146, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:14:02,136 - yago11k_0.0003 - [INFO] - [E:101| 400]: Train Loss:0.0012154, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:15:07,300 - yago11k_0.0003 - [INFO] - [E:101| 500]: Train Loss:0.0012158, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:16:11,867 - yago11k_0.0003 - [INFO] - [E:101| 600]: Train Loss:0.0012159, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:16:11,868 - yago11k_0.0003 - [INFO] - [Epoch:101]: Training Loss:0.001216
2023-06-18 04:16:12,094 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 04:16:24,549 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 04:16:36,899 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 101 valid]:
MRR: Tail : 0.39003, Head : 0.22841, Avg : 0.30922
2023-06-18 04:16:36,899 - yago11k_0.0003 - [INFO] - [Epoch 101]: Training Loss: 0.0012159, Valid MRR: 0.3136,
2023-06-18 04:16:37,560 - yago11k_0.0003 - [INFO] - [E:102| 0]: Train Loss:0.0012215, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:17:42,473 - yago11k_0.0003 - [INFO] - [E:102| 100]: Train Loss:0.0012113, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:18:47,535 - yago11k_0.0003 - [INFO] - [E:102| 200]: Train Loss:0.0012133, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:19:52,452 - yago11k_0.0003 - [INFO] - [E:102| 300]: Train Loss:0.0012144, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:20:57,345 - yago11k_0.0003 - [INFO] - [E:102| 400]: Train Loss:0.0012139, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:22:02,232 - yago11k_0.0003 - [INFO] - [E:102| 500]: Train Loss:0.0012139, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:23:06,882 - yago11k_0.0003 - [INFO] - [E:102| 600]: Train Loss:0.0012149, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:23:06,883 - yago11k_0.0003 - [INFO] - [Epoch:102]: Training Loss:0.001215
2023-06-18 04:23:07,107 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 04:23:19,588 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 04:23:31,964 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 102 valid]:
MRR: Tail : 0.38966, Head : 0.22794, Avg : 0.3088
2023-06-18 04:23:31,964 - yago11k_0.0003 - [INFO] - [Epoch 102]: Training Loss: 0.0012149, Valid MRR: 0.3136,
2023-06-18 04:23:32,641 - yago11k_0.0003 - [INFO] - [E:103| 0]: Train Loss:0.0012384, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:24:37,347 - yago11k_0.0003 - [INFO] - [E:103| 100]: Train Loss:0.0012126, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:25:42,192 - yago11k_0.0003 - [INFO] - [E:103| 200]: Train Loss:0.001212, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:26:47,139 - yago11k_0.0003 - [INFO] - [E:103| 300]: Train Loss:0.0012126, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:27:52,007 - yago11k_0.0003 - [INFO] - [E:103| 400]: Train Loss:0.0012128, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:28:57,173 - yago11k_0.0003 - [INFO] - [E:103| 500]: Train Loss:0.0012131, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:30:01,569 - yago11k_0.0003 - [INFO] - [E:103| 600]: Train Loss:0.0012134, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:30:01,569 - yago11k_0.0003 - [INFO] - [Epoch:103]: Training Loss:0.001213
2023-06-18 04:30:01,792 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 04:30:14,308 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 04:30:26,641 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 103 valid]:
MRR: Tail : 0.39663, Head : 0.2285, Avg : 0.31257
2023-06-18 04:30:26,642 - yago11k_0.0003 - [INFO] - [Epoch 103]: Training Loss: 0.0012134, Valid MRR: 0.3136,
2023-06-18 04:30:27,320 - yago11k_0.0003 - [INFO] - [E:104| 0]: Train Loss:0.0011818, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:31:32,383 - yago11k_0.0003 - [INFO] - [E:104| 100]: Train Loss:0.0012081, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:32:37,402 - yago11k_0.0003 - [INFO] - [E:104| 200]: Train Loss:0.0012094, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:33:42,313 - yago11k_0.0003 - [INFO] - [E:104| 300]: Train Loss:0.0012104, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:34:47,401 - yago11k_0.0003 - [INFO] - [E:104| 400]: Train Loss:0.0012103, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:35:52,293 - yago11k_0.0003 - [INFO] - [E:104| 500]: Train Loss:0.0012107, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:36:56,770 - yago11k_0.0003 - [INFO] - [E:104| 600]: Train Loss:0.0012117, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:36:56,771 - yago11k_0.0003 - [INFO] - [Epoch:104]: Training Loss:0.001212
2023-06-18 04:36:56,997 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 04:37:09,508 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 04:37:21,822 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 104 valid]:
MRR: Tail : 0.392, Head : 0.22617, Avg : 0.30908
2023-06-18 04:37:21,823 - yago11k_0.0003 - [INFO] - [Epoch 104]: Training Loss: 0.0012117, Valid MRR: 0.3136,
2023-06-18 04:37:22,481 - yago11k_0.0003 - [INFO] - [E:105| 0]: Train Loss:0.0012292, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:38:27,515 - yago11k_0.0003 - [INFO] - [E:105| 100]: Train Loss:0.0012115, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:39:32,435 - yago11k_0.0003 - [INFO] - [E:105| 200]: Train Loss:0.0012109, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:40:37,291 - yago11k_0.0003 - [INFO] - [E:105| 300]: Train Loss:0.0012102, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:41:42,227 - yago11k_0.0003 - [INFO] - [E:105| 400]: Train Loss:0.0012101, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:42:47,154 - yago11k_0.0003 - [INFO] - [E:105| 500]: Train Loss:0.0012108, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:43:51,708 - yago11k_0.0003 - [INFO] - [E:105| 600]: Train Loss:0.0012109, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:43:51,708 - yago11k_0.0003 - [INFO] - [Epoch:105]: Training Loss:0.001211
2023-06-18 04:43:51,927 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 04:44:04,330 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 04:44:16,645 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 105 valid]:
MRR: Tail : 0.39593, Head : 0.22919, Avg : 0.31256
2023-06-18 04:44:16,645 - yago11k_0.0003 - [INFO] - [Epoch 105]: Training Loss: 0.0012109, Valid MRR: 0.3136,
2023-06-18 04:44:17,324 - yago11k_0.0003 - [INFO] - [E:106| 0]: Train Loss:0.0011915, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:45:22,345 - yago11k_0.0003 - [INFO] - [E:106| 100]: Train Loss:0.0012071, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:46:27,122 - yago11k_0.0003 - [INFO] - [E:106| 200]: Train Loss:0.0012078, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:47:31,916 - yago11k_0.0003 - [INFO] - [E:106| 300]: Train Loss:0.001207, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:48:36,971 - yago11k_0.0003 - [INFO] - [E:106| 400]: Train Loss:0.0012095, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:49:42,042 - yago11k_0.0003 - [INFO] - [E:106| 500]: Train Loss:0.0012098, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:50:46,776 - yago11k_0.0003 - [INFO] - [E:106| 600]: Train Loss:0.0012094, Val MRR:0.3136, yago11k_0.0003
2023-06-18 04:50:46,776 - yago11k_0.0003 - [INFO] - [Epoch:106]: Training Loss:0.001209
2023-06-18 04:50:47,001 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 04:50:59,433 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 04:51:11,802 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 106 valid]:
MRR: Tail : 0.39939, Head : 0.22932, Avg : 0.31435
2023-06-18 04:51:13,553 - yago11k_0.0003 - [INFO] - [Epoch 106]: Training Loss: 0.0012094, Valid MRR: 0.31435,
2023-06-18 04:51:14,229 - yago11k_0.0003 - [INFO] - [E:107| 0]: Train Loss:0.0012015, Val MRR:0.31435, yago11k_0.0003
2023-06-18 04:52:19,330 - yago11k_0.0003 - [INFO] - [E:107| 100]: Train Loss:0.0012051, Val MRR:0.31435, yago11k_0.0003
2023-06-18 04:53:24,165 - yago11k_0.0003 - [INFO] - [E:107| 200]: Train Loss:0.0012047, Val MRR:0.31435, yago11k_0.0003
2023-06-18 04:54:29,197 - yago11k_0.0003 - [INFO] - [E:107| 300]: Train Loss:0.0012056, Val MRR:0.31435, yago11k_0.0003
2023-06-18 04:55:34,129 - yago11k_0.0003 - [INFO] - [E:107| 400]: Train Loss:0.0012068, Val MRR:0.31435, yago11k_0.0003
2023-06-18 04:56:39,138 - yago11k_0.0003 - [INFO] - [E:107| 500]: Train Loss:0.0012073, Val MRR:0.31435, yago11k_0.0003
2023-06-18 04:57:43,966 - yago11k_0.0003 - [INFO] - [E:107| 600]: Train Loss:0.001208, Val MRR:0.31435, yago11k_0.0003
2023-06-18 04:57:43,967 - yago11k_0.0003 - [INFO] - [Epoch:107]: Training Loss:0.001208
2023-06-18 04:57:44,192 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 04:57:56,689 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 04:58:09,026 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 107 valid]:
MRR: Tail : 0.39777, Head : 0.22869, Avg : 0.31323
2023-06-18 04:58:09,026 - yago11k_0.0003 - [INFO] - [Epoch 107]: Training Loss: 0.001208, Valid MRR: 0.31435,
2023-06-18 04:58:09,699 - yago11k_0.0003 - [INFO] - [E:108| 0]: Train Loss:0.0012774, Val MRR:0.31435, yago11k_0.0003
2023-06-18 04:59:14,717 - yago11k_0.0003 - [INFO] - [E:108| 100]: Train Loss:0.0012062, Val MRR:0.31435, yago11k_0.0003
2023-06-18 05:00:19,712 - yago11k_0.0003 - [INFO] - [E:108| 200]: Train Loss:0.001206, Val MRR:0.31435, yago11k_0.0003
2023-06-18 05:01:24,786 - yago11k_0.0003 - [INFO] - [E:108| 300]: Train Loss:0.0012056, Val MRR:0.31435, yago11k_0.0003
2023-06-18 05:02:29,846 - yago11k_0.0003 - [INFO] - [E:108| 400]: Train Loss:0.0012059, Val MRR:0.31435, yago11k_0.0003
2023-06-18 05:03:34,907 - yago11k_0.0003 - [INFO] - [E:108| 500]: Train Loss:0.0012064, Val MRR:0.31435, yago11k_0.0003
2023-06-18 05:04:39,409 - yago11k_0.0003 - [INFO] - [E:108| 600]: Train Loss:0.0012063, Val MRR:0.31435, yago11k_0.0003
2023-06-18 05:04:39,410 - yago11k_0.0003 - [INFO] - [Epoch:108]: Training Loss:0.001206
2023-06-18 05:04:39,634 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 05:04:52,126 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 05:05:04,520 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 108 valid]:
MRR: Tail : 0.3997, Head : 0.22755, Avg : 0.31362
2023-06-18 05:05:04,520 - yago11k_0.0003 - [INFO] - [Epoch 108]: Training Loss: 0.0012063, Valid MRR: 0.31435,
2023-06-18 05:05:05,189 - yago11k_0.0003 - [INFO] - [E:109| 0]: Train Loss:0.0012447, Val MRR:0.31435, yago11k_0.0003
2023-06-18 05:06:10,249 - yago11k_0.0003 - [INFO] - [E:109| 100]: Train Loss:0.0012048, Val MRR:0.31435, yago11k_0.0003
2023-06-18 05:07:15,376 - yago11k_0.0003 - [INFO] - [E:109| 200]: Train Loss:0.0012044, Val MRR:0.31435, yago11k_0.0003
2023-06-18 05:08:20,401 - yago11k_0.0003 - [INFO] - [E:109| 300]: Train Loss:0.0012043, Val MRR:0.31435, yago11k_0.0003
2023-06-18 05:09:25,577 - yago11k_0.0003 - [INFO] - [E:109| 400]: Train Loss:0.0012053, Val MRR:0.31435, yago11k_0.0003
2023-06-18 05:10:30,532 - yago11k_0.0003 - [INFO] - [E:109| 500]: Train Loss:0.0012049, Val MRR:0.31435, yago11k_0.0003
2023-06-18 05:11:35,190 - yago11k_0.0003 - [INFO] - [E:109| 600]: Train Loss:0.0012054, Val MRR:0.31435, yago11k_0.0003
2023-06-18 05:11:35,191 - yago11k_0.0003 - [INFO] - [Epoch:109]: Training Loss:0.001205
2023-06-18 05:11:35,415 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 05:11:47,910 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 05:12:00,241 - yago11k_0.0003 - [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
2023-06-18 05:12:01,870 - yago11k_0.0003 - [INFO] - [Epoch 109]: Training Loss: 0.0012054, Valid MRR: 0.31587,
2023-06-18 05:12:02,533 - yago11k_0.0003 - [INFO] - [E:110| 0]: Train Loss:0.0011863, Val MRR:0.31587, yago11k_0.0003
2023-06-18 05:13:07,402 - yago11k_0.0003 - [INFO] - [E:110| 100]: Train Loss:0.0012005, Val MRR:0.31587, yago11k_0.0003
2023-06-18 05:14:12,406 - yago11k_0.0003 - [INFO] - [E:110| 200]: Train Loss:0.0012033, Val MRR:0.31587, yago11k_0.0003
2023-06-18 05:15:17,425 - yago11k_0.0003 - [INFO] - [E:110| 300]: Train Loss:0.0012034, Val MRR:0.31587, yago11k_0.0003
2023-06-18 05:16:22,346 - yago11k_0.0003 - [INFO] - [E:110| 400]: Train Loss:0.0012037, Val MRR:0.31587, yago11k_0.0003
2023-06-18 05:17:27,462 - yago11k_0.0003 - [INFO] - [E:110| 500]: Train Loss:0.0012043, Val MRR:0.31587, yago11k_0.0003
2023-06-18 05:18:31,772 - yago11k_0.0003 - [INFO] - [E:110| 600]: Train Loss:0.0012045, Val MRR:0.31587, yago11k_0.0003
2023-06-18 05:18:31,773 - yago11k_0.0003 - [INFO] - [Epoch:110]: Training Loss:0.001204
2023-06-18 05:18:31,999 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 05:18:44,429 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 05:18:56,678 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 110 valid]:
MRR: Tail : 0.40231, Head : 0.2285, Avg : 0.31541
2023-06-18 05:18:56,678 - yago11k_0.0003 - [INFO] - [Epoch 110]: Training Loss: 0.0012045, Valid MRR: 0.31587,
2023-06-18 05:18:57,337 - yago11k_0.0003 - [INFO] - [E:111| 0]: Train Loss:0.0011859, Val MRR:0.31587, yago11k_0.0003
2023-06-18 05:20:02,424 - yago11k_0.0003 - [INFO] - [E:111| 100]: Train Loss:0.0012006, Val MRR:0.31587, yago11k_0.0003
2023-06-18 05:21:07,338 - yago11k_0.0003 - [INFO] - [E:111| 200]: Train Loss:0.0011993, Val MRR:0.31587, yago11k_0.0003
2023-06-18 05:22:12,200 - yago11k_0.0003 - [INFO] - [E:111| 300]: Train Loss:0.0012017, Val MRR:0.31587, yago11k_0.0003
2023-06-18 05:23:17,222 - yago11k_0.0003 - [INFO] - [E:111| 400]: Train Loss:0.0012036, Val MRR:0.31587, yago11k_0.0003
2023-06-18 05:24:22,245 - yago11k_0.0003 - [INFO] - [E:111| 500]: Train Loss:0.0012042, Val MRR:0.31587, yago11k_0.0003
2023-06-18 05:25:26,552 - yago11k_0.0003 - [INFO] - [E:111| 600]: Train Loss:0.0012034, Val MRR:0.31587, yago11k_0.0003
2023-06-18 05:25:26,552 - yago11k_0.0003 - [INFO] - [Epoch:111]: Training Loss:0.001203
2023-06-18 05:25:26,777 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 05:25:39,237 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 05:25:51,547 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 111 valid]:
MRR: Tail : 0.40622, Head : 0.22821, Avg : 0.31721
2023-06-18 05:25:52,508 - yago11k_0.0003 - [INFO] - [Epoch 111]: Training Loss: 0.0012034, Valid MRR: 0.31721,
2023-06-18 05:25:53,162 - yago11k_0.0003 - [INFO] - [E:112| 0]: Train Loss:0.0011979, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:26:58,003 - yago11k_0.0003 - [INFO] - [E:112| 100]: Train Loss:0.0011978, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:28:02,828 - yago11k_0.0003 - [INFO] - [E:112| 200]: Train Loss:0.0011982, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:29:07,557 - yago11k_0.0003 - [INFO] - [E:112| 300]: Train Loss:0.0012, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:30:12,572 - yago11k_0.0003 - [INFO] - [E:112| 400]: Train Loss:0.0012009, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:31:17,382 - yago11k_0.0003 - [INFO] - [E:112| 500]: Train Loss:0.0012009, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:32:21,990 - yago11k_0.0003 - [INFO] - [E:112| 600]: Train Loss:0.0012012, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:32:21,991 - yago11k_0.0003 - [INFO] - [Epoch:112]: Training Loss:0.001201
2023-06-18 05:32:22,215 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 05:32:34,684 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 05:32:47,015 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 112 valid]:
MRR: Tail : 0.40023, Head : 0.22791, Avg : 0.31407
2023-06-18 05:32:47,015 - yago11k_0.0003 - [INFO] - [Epoch 112]: Training Loss: 0.0012012, Valid MRR: 0.31721,
2023-06-18 05:32:47,685 - yago11k_0.0003 - [INFO] - [E:113| 0]: Train Loss:0.0012183, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:33:52,497 - yago11k_0.0003 - [INFO] - [E:113| 100]: Train Loss:0.0012015, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:34:57,653 - yago11k_0.0003 - [INFO] - [E:113| 200]: Train Loss:0.0012002, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:36:02,408 - yago11k_0.0003 - [INFO] - [E:113| 300]: Train Loss:0.0012001, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:37:07,272 - yago11k_0.0003 - [INFO] - [E:113| 400]: Train Loss:0.0012009, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:38:12,223 - yago11k_0.0003 - [INFO] - [E:113| 500]: Train Loss:0.0012006, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:39:16,943 - yago11k_0.0003 - [INFO] - [E:113| 600]: Train Loss:0.0012008, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:39:16,944 - yago11k_0.0003 - [INFO] - [Epoch:113]: Training Loss:0.001201
2023-06-18 05:39:17,168 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 05:39:29,517 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 05:39:41,770 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 113 valid]:
MRR: Tail : 0.39898, Head : 0.23034, Avg : 0.31466
2023-06-18 05:39:41,770 - yago11k_0.0003 - [INFO] - [Epoch 113]: Training Loss: 0.0012008, Valid MRR: 0.31721,
2023-06-18 05:39:42,429 - yago11k_0.0003 - [INFO] - [E:114| 0]: Train Loss:0.0011856, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:40:47,278 - yago11k_0.0003 - [INFO] - [E:114| 100]: Train Loss:0.0011976, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:41:52,176 - yago11k_0.0003 - [INFO] - [E:114| 200]: Train Loss:0.001198, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:42:57,125 - yago11k_0.0003 - [INFO] - [E:114| 300]: Train Loss:0.0011975, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:44:02,194 - yago11k_0.0003 - [INFO] - [E:114| 400]: Train Loss:0.0011988, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:45:07,065 - yago11k_0.0003 - [INFO] - [E:114| 500]: Train Loss:0.0011988, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:46:11,697 - yago11k_0.0003 - [INFO] - [E:114| 600]: Train Loss:0.0011992, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:46:11,697 - yago11k_0.0003 - [INFO] - [Epoch:114]: Training Loss:0.001199
2023-06-18 05:46:11,922 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 05:46:24,420 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 05:46:36,805 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 114 valid]:
MRR: Tail : 0.40152, Head : 0.22981, Avg : 0.31566
2023-06-18 05:46:36,805 - yago11k_0.0003 - [INFO] - [Epoch 114]: Training Loss: 0.0011992, Valid MRR: 0.31721,
2023-06-18 05:46:37,460 - yago11k_0.0003 - [INFO] - [E:115| 0]: Train Loss:0.0012072, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:47:42,340 - yago11k_0.0003 - [INFO] - [E:115| 100]: Train Loss:0.0011969, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:48:47,332 - yago11k_0.0003 - [INFO] - [E:115| 200]: Train Loss:0.0011958, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:49:52,264 - yago11k_0.0003 - [INFO] - [E:115| 300]: Train Loss:0.0011968, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:50:57,163 - yago11k_0.0003 - [INFO] - [E:115| 400]: Train Loss:0.0011967, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:52:02,049 - yago11k_0.0003 - [INFO] - [E:115| 500]: Train Loss:0.0011977, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:53:06,558 - yago11k_0.0003 - [INFO] - [E:115| 600]: Train Loss:0.0011976, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:53:06,558 - yago11k_0.0003 - [INFO] - [Epoch:115]: Training Loss:0.001198
2023-06-18 05:53:06,782 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 05:53:19,260 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 05:53:31,587 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 115 valid]:
MRR: Tail : 0.40061, Head : 0.22862, Avg : 0.31461
2023-06-18 05:53:31,587 - yago11k_0.0003 - [INFO] - [Epoch 115]: Training Loss: 0.0011976, Valid MRR: 0.31721,
2023-06-18 05:53:32,259 - yago11k_0.0003 - [INFO] - [E:116| 0]: Train Loss:0.0011721, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:54:37,265 - yago11k_0.0003 - [INFO] - [E:116| 100]: Train Loss:0.0011955, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:55:42,242 - yago11k_0.0003 - [INFO] - [E:116| 200]: Train Loss:0.0011954, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:56:47,351 - yago11k_0.0003 - [INFO] - [E:116| 300]: Train Loss:0.0011955, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:57:52,247 - yago11k_0.0003 - [INFO] - [E:116| 400]: Train Loss:0.0011964, Val MRR:0.31721, yago11k_0.0003
2023-06-18 05:58:57,045 - yago11k_0.0003 - [INFO] - [E:116| 500]: Train Loss:0.0011971, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:00:01,723 - yago11k_0.0003 - [INFO] - [E:116| 600]: Train Loss:0.001197, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:00:01,723 - yago11k_0.0003 - [INFO] - [Epoch:116]: Training Loss:0.001197
2023-06-18 06:00:01,949 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 06:00:14,424 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 06:00:26,697 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 116 valid]:
MRR: Tail : 0.40099, Head : 0.22962, Avg : 0.3153
2023-06-18 06:00:26,697 - yago11k_0.0003 - [INFO] - [Epoch 116]: Training Loss: 0.001197, Valid MRR: 0.31721,
2023-06-18 06:00:27,365 - yago11k_0.0003 - [INFO] - [E:117| 0]: Train Loss:0.0011945, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:01:32,166 - yago11k_0.0003 - [INFO] - [E:117| 100]: Train Loss:0.0011918, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:02:37,239 - yago11k_0.0003 - [INFO] - [E:117| 200]: Train Loss:0.001193, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:03:42,269 - yago11k_0.0003 - [INFO] - [E:117| 300]: Train Loss:0.0011938, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:04:47,140 - yago11k_0.0003 - [INFO] - [E:117| 400]: Train Loss:0.0011954, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:05:52,089 - yago11k_0.0003 - [INFO] - [E:117| 500]: Train Loss:0.0011955, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:06:56,410 - yago11k_0.0003 - [INFO] - [E:117| 600]: Train Loss:0.001196, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:06:56,410 - yago11k_0.0003 - [INFO] - [Epoch:117]: Training Loss:0.001196
2023-06-18 06:06:56,636 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 06:07:09,103 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 06:07:21,437 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 117 valid]:
MRR: Tail : 0.40063, Head : 0.23042, Avg : 0.31553
2023-06-18 06:07:21,437 - yago11k_0.0003 - [INFO] - [Epoch 117]: Training Loss: 0.001196, Valid MRR: 0.31721,
2023-06-18 06:07:22,102 - yago11k_0.0003 - [INFO] - [E:118| 0]: Train Loss:0.0012445, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:08:27,305 - yago11k_0.0003 - [INFO] - [E:118| 100]: Train Loss:0.0011891, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:09:32,156 - yago11k_0.0003 - [INFO] - [E:118| 200]: Train Loss:0.0011928, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:10:37,191 - yago11k_0.0003 - [INFO] - [E:118| 300]: Train Loss:0.0011929, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:11:42,076 - yago11k_0.0003 - [INFO] - [E:118| 400]: Train Loss:0.001194, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:12:47,007 - yago11k_0.0003 - [INFO] - [E:118| 500]: Train Loss:0.0011947, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:13:51,626 - yago11k_0.0003 - [INFO] - [E:118| 600]: Train Loss:0.0011951, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:13:51,626 - yago11k_0.0003 - [INFO] - [Epoch:118]: Training Loss:0.001195
2023-06-18 06:13:51,850 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 06:14:04,203 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 06:14:16,465 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 118 valid]:
MRR: Tail : 0.40197, Head : 0.22888, Avg : 0.31542
2023-06-18 06:14:16,465 - yago11k_0.0003 - [INFO] - [Epoch 118]: Training Loss: 0.0011951, Valid MRR: 0.31721,
2023-06-18 06:14:17,138 - yago11k_0.0003 - [INFO] - [E:119| 0]: Train Loss:0.001225, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:15:22,191 - yago11k_0.0003 - [INFO] - [E:119| 100]: Train Loss:0.0011946, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:16:27,339 - yago11k_0.0003 - [INFO] - [E:119| 200]: Train Loss:0.0011934, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:17:32,074 - yago11k_0.0003 - [INFO] - [E:119| 300]: Train Loss:0.0011927, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:18:36,882 - yago11k_0.0003 - [INFO] - [E:119| 400]: Train Loss:0.001193, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:19:41,910 - yago11k_0.0003 - [INFO] - [E:119| 500]: Train Loss:0.0011936, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:20:46,492 - yago11k_0.0003 - [INFO] - [E:119| 600]: Train Loss:0.0011939, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:20:46,493 - yago11k_0.0003 - [INFO] - [Epoch:119]: Training Loss:0.001194
2023-06-18 06:20:46,717 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 06:20:59,207 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 06:21:11,596 - yago11k_0.0003 - [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
2023-06-18 06:21:11,597 - yago11k_0.0003 - [INFO] - [Epoch 119]: Training Loss: 0.0011939, Valid MRR: 0.31721,
2023-06-18 06:21:12,250 - yago11k_0.0003 - [INFO] - [E:120| 0]: Train Loss:0.0011678, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:22:17,134 - yago11k_0.0003 - [INFO] - [E:120| 100]: Train Loss:0.0011917, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:23:22,023 - yago11k_0.0003 - [INFO] - [E:120| 200]: Train Loss:0.0011916, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:24:27,137 - yago11k_0.0003 - [INFO] - [E:120| 300]: Train Loss:0.001192, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:25:31,956 - yago11k_0.0003 - [INFO] - [E:120| 400]: Train Loss:0.001192, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:26:36,918 - yago11k_0.0003 - [INFO] - [E:120| 500]: Train Loss:0.0011919, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:27:41,488 - yago11k_0.0003 - [INFO] - [E:120| 600]: Train Loss:0.0011927, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:27:41,489 - yago11k_0.0003 - [INFO] - [Epoch:120]: Training Loss:0.001193
2023-06-18 06:27:41,713 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 06:27:54,197 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 06:28:06,531 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 120 valid]:
MRR: Tail : 0.39732, Head : 0.22809, Avg : 0.3127
2023-06-18 06:28:06,531 - yago11k_0.0003 - [INFO] - [Epoch 120]: Training Loss: 0.0011927, Valid MRR: 0.31721,
2023-06-18 06:28:07,192 - yago11k_0.0003 - [INFO] - [E:121| 0]: Train Loss:0.0012053, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:29:12,275 - yago11k_0.0003 - [INFO] - [E:121| 100]: Train Loss:0.0011889, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:30:17,304 - yago11k_0.0003 - [INFO] - [E:121| 200]: Train Loss:0.0011899, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:31:22,053 - yago11k_0.0003 - [INFO] - [E:121| 300]: Train Loss:0.0011916, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:32:26,930 - yago11k_0.0003 - [INFO] - [E:121| 400]: Train Loss:0.001191, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:33:32,059 - yago11k_0.0003 - [INFO] - [E:121| 500]: Train Loss:0.001191, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:34:36,708 - yago11k_0.0003 - [INFO] - [E:121| 600]: Train Loss:0.0011913, Val MRR:0.31721, yago11k_0.0003
2023-06-18 06:34:36,709 - yago11k_0.0003 - [INFO] - [Epoch:121]: Training Loss:0.001191
2023-06-18 06:34:36,934 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 06:34:49,362 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 06:35:01,637 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 121 valid]:
MRR: Tail : 0.40622, Head : 0.22953, Avg : 0.31788
2023-06-18 06:35:03,298 - yago11k_0.0003 - [INFO] - [Epoch 121]: Training Loss: 0.0011913, Valid MRR: 0.31788,
2023-06-18 06:35:03,957 - yago11k_0.0003 - [INFO] - [E:122| 0]: Train Loss:0.0011743, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:36:08,816 - yago11k_0.0003 - [INFO] - [E:122| 100]: Train Loss:0.0011897, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:37:13,804 - yago11k_0.0003 - [INFO] - [E:122| 200]: Train Loss:0.0011894, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:38:18,660 - yago11k_0.0003 - [INFO] - [E:122| 300]: Train Loss:0.0011894, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:39:23,695 - yago11k_0.0003 - [INFO] - [E:122| 400]: Train Loss:0.0011895, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:40:28,665 - yago11k_0.0003 - [INFO] - [E:122| 500]: Train Loss:0.0011898, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:41:33,248 - yago11k_0.0003 - [INFO] - [E:122| 600]: Train Loss:0.0011903, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:41:33,249 - yago11k_0.0003 - [INFO] - [Epoch:122]: Training Loss:0.00119
2023-06-18 06:41:33,474 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 06:41:45,893 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 06:41:58,259 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 122 valid]:
MRR: Tail : 0.40168, Head : 0.23007, Avg : 0.31587
2023-06-18 06:41:58,260 - yago11k_0.0003 - [INFO] - [Epoch 122]: Training Loss: 0.0011903, Valid MRR: 0.31788,
2023-06-18 06:41:58,932 - yago11k_0.0003 - [INFO] - [E:123| 0]: Train Loss:0.0011699, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:43:03,670 - yago11k_0.0003 - [INFO] - [E:123| 100]: Train Loss:0.0011893, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:44:08,554 - yago11k_0.0003 - [INFO] - [E:123| 200]: Train Loss:0.0011875, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:45:13,482 - yago11k_0.0003 - [INFO] - [E:123| 300]: Train Loss:0.0011877, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:46:18,444 - yago11k_0.0003 - [INFO] - [E:123| 400]: Train Loss:0.0011884, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:47:23,654 - yago11k_0.0003 - [INFO] - [E:123| 500]: Train Loss:0.0011892, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:48:28,231 - yago11k_0.0003 - [INFO] - [E:123| 600]: Train Loss:0.001189, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:48:28,232 - yago11k_0.0003 - [INFO] - [Epoch:123]: Training Loss:0.001189
2023-06-18 06:48:28,458 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 06:48:40,793 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 06:48:53,082 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 123 valid]:
MRR: Tail : 0.40103, Head : 0.22906, Avg : 0.31505
2023-06-18 06:48:53,082 - yago11k_0.0003 - [INFO] - [Epoch 123]: Training Loss: 0.001189, Valid MRR: 0.31788,
2023-06-18 06:48:53,727 - yago11k_0.0003 - [INFO] - [E:124| 0]: Train Loss:0.00116, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:49:58,849 - yago11k_0.0003 - [INFO] - [E:124| 100]: Train Loss:0.0011842, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:51:03,759 - yago11k_0.0003 - [INFO] - [E:124| 200]: Train Loss:0.001185, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:52:08,704 - yago11k_0.0003 - [INFO] - [E:124| 300]: Train Loss:0.0011878, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:53:13,657 - yago11k_0.0003 - [INFO] - [E:124| 400]: Train Loss:0.0011884, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:54:18,607 - yago11k_0.0003 - [INFO] - [E:124| 500]: Train Loss:0.0011886, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:55:23,121 - yago11k_0.0003 - [INFO] - [E:124| 600]: Train Loss:0.0011883, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:55:23,121 - yago11k_0.0003 - [INFO] - [Epoch:124]: Training Loss:0.001188
2023-06-18 06:55:23,340 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 06:55:35,819 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 06:55:48,106 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 124 valid]:
MRR: Tail : 0.40294, Head : 0.2291, Avg : 0.31602
2023-06-18 06:55:48,106 - yago11k_0.0003 - [INFO] - [Epoch 124]: Training Loss: 0.0011883, Valid MRR: 0.31788,
2023-06-18 06:55:48,755 - yago11k_0.0003 - [INFO] - [E:125| 0]: Train Loss:0.0011736, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:56:53,610 - yago11k_0.0003 - [INFO] - [E:125| 100]: Train Loss:0.001183, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:57:58,510 - yago11k_0.0003 - [INFO] - [E:125| 200]: Train Loss:0.0011853, Val MRR:0.31788, yago11k_0.0003
2023-06-18 06:59:03,529 - yago11k_0.0003 - [INFO] - [E:125| 300]: Train Loss:0.0011867, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:00:08,617 - yago11k_0.0003 - [INFO] - [E:125| 400]: Train Loss:0.0011868, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:01:13,633 - yago11k_0.0003 - [INFO] - [E:125| 500]: Train Loss:0.0011872, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:02:18,079 - yago11k_0.0003 - [INFO] - [E:125| 600]: Train Loss:0.0011871, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:02:18,080 - yago11k_0.0003 - [INFO] - [Epoch:125]: Training Loss:0.001187
2023-06-18 07:02:18,299 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 07:02:30,675 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 07:02:42,924 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 125 valid]:
MRR: Tail : 0.40153, Head : 0.23045, Avg : 0.31599
2023-06-18 07:02:42,924 - yago11k_0.0003 - [INFO] - [Epoch 125]: Training Loss: 0.0011871, Valid MRR: 0.31788,
2023-06-18 07:02:43,574 - yago11k_0.0003 - [INFO] - [E:126| 0]: Train Loss:0.0012263, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:03:48,429 - yago11k_0.0003 - [INFO] - [E:126| 100]: Train Loss:0.0011844, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:04:53,489 - yago11k_0.0003 - [INFO] - [E:126| 200]: Train Loss:0.0011837, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:05:58,183 - yago11k_0.0003 - [INFO] - [E:126| 300]: Train Loss:0.0011846, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:07:03,080 - yago11k_0.0003 - [INFO] - [E:126| 400]: Train Loss:0.0011842, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:08:07,926 - yago11k_0.0003 - [INFO] - [E:126| 500]: Train Loss:0.0011848, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:09:12,484 - yago11k_0.0003 - [INFO] - [E:126| 600]: Train Loss:0.0011858, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:09:12,485 - yago11k_0.0003 - [INFO] - [Epoch:126]: Training Loss:0.001186
2023-06-18 07:09:12,711 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 07:09:25,192 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 07:09:37,521 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 126 valid]:
MRR: Tail : 0.4024, Head : 0.22848, Avg : 0.31544
2023-06-18 07:09:37,521 - yago11k_0.0003 - [INFO] - [Epoch 126]: Training Loss: 0.0011858, Valid MRR: 0.31788,
2023-06-18 07:09:38,182 - yago11k_0.0003 - [INFO] - [E:127| 0]: Train Loss:0.0011688, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:10:43,162 - yago11k_0.0003 - [INFO] - [E:127| 100]: Train Loss:0.0011831, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:11:48,122 - yago11k_0.0003 - [INFO] - [E:127| 200]: Train Loss:0.0011857, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:12:53,040 - yago11k_0.0003 - [INFO] - [E:127| 300]: Train Loss:0.0011849, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:13:57,934 - yago11k_0.0003 - [INFO] - [E:127| 400]: Train Loss:0.0011843, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:15:02,740 - yago11k_0.0003 - [INFO] - [E:127| 500]: Train Loss:0.0011843, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:16:07,291 - yago11k_0.0003 - [INFO] - [E:127| 600]: Train Loss:0.0011849, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:16:07,291 - yago11k_0.0003 - [INFO] - [Epoch:127]: Training Loss:0.001185
2023-06-18 07:16:07,516 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 07:16:19,969 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 07:16:32,304 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 127 valid]:
MRR: Tail : 0.39703, Head : 0.22917, Avg : 0.3131
2023-06-18 07:16:32,304 - yago11k_0.0003 - [INFO] - [Epoch 127]: Training Loss: 0.0011849, Valid MRR: 0.31788,
2023-06-18 07:16:32,962 - yago11k_0.0003 - [INFO] - [E:128| 0]: Train Loss:0.0011895, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:17:38,054 - yago11k_0.0003 - [INFO] - [E:128| 100]: Train Loss:0.0011822, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:18:43,000 - yago11k_0.0003 - [INFO] - [E:128| 200]: Train Loss:0.0011816, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:19:48,023 - yago11k_0.0003 - [INFO] - [E:128| 300]: Train Loss:0.0011831, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:20:52,977 - yago11k_0.0003 - [INFO] - [E:128| 400]: Train Loss:0.0011835, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:21:57,913 - yago11k_0.0003 - [INFO] - [E:128| 500]: Train Loss:0.0011838, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:23:02,625 - yago11k_0.0003 - [INFO] - [E:128| 600]: Train Loss:0.0011836, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:23:02,625 - yago11k_0.0003 - [INFO] - [Epoch:128]: Training Loss:0.001184
2023-06-18 07:23:02,845 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 07:23:15,291 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 07:23:27,595 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 128 valid]:
MRR: Tail : 0.4009, Head : 0.23036, Avg : 0.31563
2023-06-18 07:23:27,595 - yago11k_0.0003 - [INFO] - [Epoch 128]: Training Loss: 0.0011836, Valid MRR: 0.31788,
2023-06-18 07:23:28,270 - yago11k_0.0003 - [INFO] - [E:129| 0]: Train Loss:0.0011961, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:24:33,337 - yago11k_0.0003 - [INFO] - [E:129| 100]: Train Loss:0.0011795, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:25:38,145 - yago11k_0.0003 - [INFO] - [E:129| 200]: Train Loss:0.0011817, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:26:42,894 - yago11k_0.0003 - [INFO] - [E:129| 300]: Train Loss:0.001181, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:27:47,758 - yago11k_0.0003 - [INFO] - [E:129| 400]: Train Loss:0.0011813, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:28:52,687 - yago11k_0.0003 - [INFO] - [E:129| 500]: Train Loss:0.0011818, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:29:57,284 - yago11k_0.0003 - [INFO] - [E:129| 600]: Train Loss:0.001183, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:29:57,284 - yago11k_0.0003 - [INFO] - [Epoch:129]: Training Loss:0.001183
2023-06-18 07:29:57,508 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 07:30:09,990 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 07:30:22,354 - yago11k_0.0003 - [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
2023-06-18 07:30:22,355 - yago11k_0.0003 - [INFO] - [Epoch 129]: Training Loss: 0.001183, Valid MRR: 0.31788,
2023-06-18 07:30:23,030 - yago11k_0.0003 - [INFO] - [E:130| 0]: Train Loss:0.001209, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:31:27,831 - yago11k_0.0003 - [INFO] - [E:130| 100]: Train Loss:0.0011833, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:32:32,706 - yago11k_0.0003 - [INFO] - [E:130| 200]: Train Loss:0.0011811, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:33:37,612 - yago11k_0.0003 - [INFO] - [E:130| 300]: Train Loss:0.0011797, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:34:42,395 - yago11k_0.0003 - [INFO] - [E:130| 400]: Train Loss:0.0011801, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:35:47,196 - yago11k_0.0003 - [INFO] - [E:130| 500]: Train Loss:0.0011815, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:36:51,718 - yago11k_0.0003 - [INFO] - [E:130| 600]: Train Loss:0.0011818, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:36:51,719 - yago11k_0.0003 - [INFO] - [Epoch:130]: Training Loss:0.001182
2023-06-18 07:36:51,944 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 07:37:04,439 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 07:37:16,759 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 130 valid]:
MRR: Tail : 0.40483, Head : 0.23051, Avg : 0.31767
2023-06-18 07:37:16,759 - yago11k_0.0003 - [INFO] - [Epoch 130]: Training Loss: 0.0011818, Valid MRR: 0.31788,
2023-06-18 07:37:17,420 - yago11k_0.0003 - [INFO] - [E:131| 0]: Train Loss:0.0011592, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:38:22,492 - yago11k_0.0003 - [INFO] - [E:131| 100]: Train Loss:0.0011781, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:39:27,442 - yago11k_0.0003 - [INFO] - [E:131| 200]: Train Loss:0.0011771, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:40:32,480 - yago11k_0.0003 - [INFO] - [E:131| 300]: Train Loss:0.0011787, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:41:37,429 - yago11k_0.0003 - [INFO] - [E:131| 400]: Train Loss:0.0011796, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:42:42,426 - yago11k_0.0003 - [INFO] - [E:131| 500]: Train Loss:0.0011802, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:43:46,826 - yago11k_0.0003 - [INFO] - [E:131| 600]: Train Loss:0.0011809, Val MRR:0.31788, yago11k_0.0003
2023-06-18 07:43:46,826 - yago11k_0.0003 - [INFO] - [Epoch:131]: Training Loss:0.001181
2023-06-18 07:43:47,045 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 07:43:59,437 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 07:44:11,654 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 131 valid]:
MRR: Tail : 0.40644, Head : 0.22961, Avg : 0.31803
2023-06-18 07:44:13,296 - yago11k_0.0003 - [INFO] - [Epoch 131]: Training Loss: 0.0011809, Valid MRR: 0.31803,
2023-06-18 07:44:13,955 - yago11k_0.0003 - [INFO] - [E:132| 0]: Train Loss:0.0012017, Val MRR:0.31803, yago11k_0.0003
2023-06-18 07:45:18,806 - yago11k_0.0003 - [INFO] - [E:132| 100]: Train Loss:0.0011829, Val MRR:0.31803, yago11k_0.0003
2023-06-18 07:46:23,712 - yago11k_0.0003 - [INFO] - [E:132| 200]: Train Loss:0.0011821, Val MRR:0.31803, yago11k_0.0003
2023-06-18 07:47:28,568 - yago11k_0.0003 - [INFO] - [E:132| 300]: Train Loss:0.0011802, Val MRR:0.31803, yago11k_0.0003
2023-06-18 07:48:33,333 - yago11k_0.0003 - [INFO] - [E:132| 400]: Train Loss:0.0011794, Val MRR:0.31803, yago11k_0.0003
2023-06-18 07:49:38,277 - yago11k_0.0003 - [INFO] - [E:132| 500]: Train Loss:0.0011796, Val MRR:0.31803, yago11k_0.0003
2023-06-18 07:50:42,887 - yago11k_0.0003 - [INFO] - [E:132| 600]: Train Loss:0.0011798, Val MRR:0.31803, yago11k_0.0003
2023-06-18 07:50:42,887 - yago11k_0.0003 - [INFO] - [Epoch:132]: Training Loss:0.00118
2023-06-18 07:50:43,113 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 07:50:55,548 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 07:51:07,895 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 132 valid]:
MRR: Tail : 0.40399, Head : 0.22989, Avg : 0.31694
2023-06-18 07:51:07,895 - yago11k_0.0003 - [INFO] - [Epoch 132]: Training Loss: 0.0011798, Valid MRR: 0.31803,
2023-06-18 07:51:08,568 - yago11k_0.0003 - [INFO] - [E:133| 0]: Train Loss:0.0011953, Val MRR:0.31803, yago11k_0.0003
2023-06-18 07:52:13,555 - yago11k_0.0003 - [INFO] - [E:133| 100]: Train Loss:0.0011781, Val MRR:0.31803, yago11k_0.0003
2023-06-18 07:53:18,412 - yago11k_0.0003 - [INFO] - [E:133| 200]: Train Loss:0.0011787, Val MRR:0.31803, yago11k_0.0003
2023-06-18 07:54:23,429 - yago11k_0.0003 - [INFO] - [E:133| 300]: Train Loss:0.0011785, Val MRR:0.31803, yago11k_0.0003
2023-06-18 07:55:28,411 - yago11k_0.0003 - [INFO] - [E:133| 400]: Train Loss:0.0011788, Val MRR:0.31803, yago11k_0.0003
2023-06-18 07:56:33,210 - yago11k_0.0003 - [INFO] - [E:133| 500]: Train Loss:0.0011782, Val MRR:0.31803, yago11k_0.0003
2023-06-18 07:58:00,111 - yago11k_0.0003 - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.0003', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0003, '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}
2023-06-18 07:58:07,791 - yago11k_0.0003 - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k_0.0003
2023-06-18 07:59:13,001 - yago11k_0.0003 - [INFO] - [E:0| 100]: Train Loss:0.16803, Val MRR:0.0, yago11k_0.0003
2023-06-18 08:00:18,289 - yago11k_0.0003 - [INFO] - [E:0| 200]: Train Loss:0.094617, Val MRR:0.0, yago11k_0.0003
2023-06-18 08:01:23,655 - yago11k_0.0003 - [INFO] - [E:0| 300]: Train Loss:0.066464, Val MRR:0.0, yago11k_0.0003
2023-06-18 08:02:28,999 - yago11k_0.0003 - [INFO] - [E:0| 400]: Train Loss:0.051485, Val MRR:0.0, yago11k_0.0003
2023-06-18 08:03:34,267 - yago11k_0.0003 - [INFO] - [E:0| 500]: Train Loss:0.042161, Val MRR:0.0, yago11k_0.0003
2023-06-18 08:04:39,442 - yago11k_0.0003 - [INFO] - [E:0| 600]: Train Loss:0.035801, Val MRR:0.0, yago11k_0.0003
2023-06-18 08:04:39,443 - yago11k_0.0003 - [INFO] - [Epoch:0]: Training Loss:0.0358
2023-06-18 08:04:39,668 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 08:04:52,203 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 08:05:04,609 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 0 valid]:
MRR: Tail : 0.07329, Head : 0.00061, Avg : 0.03695
2023-06-18 08:05:06,657 - yago11k_0.0003 - [INFO] - [Epoch 0]: Training Loss: 0.035801, Valid MRR: 0.03695,
2023-06-18 08:05:07,324 - yago11k_0.0003 - [INFO] - [E:1| 0]: Train Loss:0.0035155, Val MRR:0.03695, yago11k_0.0003
2023-06-18 08:06:12,699 - yago11k_0.0003 - [INFO] - [E:1| 100]: Train Loss:0.0033937, Val MRR:0.03695, yago11k_0.0003
2023-06-18 08:07:18,212 - yago11k_0.0003 - [INFO] - [E:1| 200]: Train Loss:0.0032222, Val MRR:0.03695, yago11k_0.0003
2023-06-18 08:08:23,637 - yago11k_0.0003 - [INFO] - [E:1| 300]: Train Loss:0.0030893, Val MRR:0.03695, yago11k_0.0003
2023-06-18 08:09:28,930 - yago11k_0.0003 - [INFO] - [E:1| 400]: Train Loss:0.0029838, Val MRR:0.03695, yago11k_0.0003
2023-06-18 08:10:34,440 - yago11k_0.0003 - [INFO] - [E:1| 500]: Train Loss:0.0028966, Val MRR:0.03695, yago11k_0.0003
2023-06-18 08:11:39,352 - yago11k_0.0003 - [INFO] - [E:1| 600]: Train Loss:0.0028266, Val MRR:0.03695, yago11k_0.0003
2023-06-18 08:11:39,352 - yago11k_0.0003 - [INFO] - [Epoch:1]: Training Loss:0.002827
2023-06-18 08:11:39,579 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 08:11:52,090 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 08:12:04,421 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 1 valid]:
MRR: Tail : 0.07317, Head : 0.00073, Avg : 0.03695
2023-06-18 08:12:04,422 - yago11k_0.0003 - [INFO] - [Epoch 1]: Training Loss: 0.0028266, Valid MRR: 0.03695,
2023-06-18 08:12:05,082 - yago11k_0.0003 - [INFO] - [E:2| 0]: Train Loss:0.0025192, Val MRR:0.03695, yago11k_0.0003
2023-06-18 08:13:10,503 - yago11k_0.0003 - [INFO] - [E:2| 100]: Train Loss:0.0023748, Val MRR:0.03695, yago11k_0.0003
2023-06-18 08:14:15,998 - yago11k_0.0003 - [INFO] - [E:2| 200]: Train Loss:0.0023605, Val MRR:0.03695, yago11k_0.0003
2023-06-18 08:15:21,469 - yago11k_0.0003 - [INFO] - [E:2| 300]: Train Loss:0.0023476, Val MRR:0.03695, yago11k_0.0003
2023-06-18 08:16:26,944 - yago11k_0.0003 - [INFO] - [E:2| 400]: Train Loss:0.0023256, Val MRR:0.03695, yago11k_0.0003
2023-06-18 08:17:32,350 - yago11k_0.0003 - [INFO] - [E:2| 500]: Train Loss:0.0023093, Val MRR:0.03695, yago11k_0.0003
2023-06-18 08:18:37,464 - yago11k_0.0003 - [INFO] - [E:2| 600]: Train Loss:0.0022932, Val MRR:0.03695, yago11k_0.0003
2023-06-18 08:18:37,464 - yago11k_0.0003 - [INFO] - [Epoch:2]: Training Loss:0.002293
2023-06-18 08:18:37,692 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 08:18:50,189 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 08:19:02,595 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 2 valid]:
MRR: Tail : 0.07653, Head : 0.00078, Avg : 0.03866
2023-06-18 08:19:04,436 - yago11k_0.0003 - [INFO] - [Epoch 2]: Training Loss: 0.0022932, Valid MRR: 0.03866,
2023-06-18 08:19:05,112 - yago11k_0.0003 - [INFO] - [E:3| 0]: Train Loss:0.0022333, Val MRR:0.03866, yago11k_0.0003
2023-06-18 08:20:10,508 - yago11k_0.0003 - [INFO] - [E:3| 100]: Train Loss:0.0022043, Val MRR:0.03866, yago11k_0.0003
2023-06-18 08:21:16,178 - yago11k_0.0003 - [INFO] - [E:3| 200]: Train Loss:0.0022012, Val MRR:0.03866, yago11k_0.0003
2023-06-18 08:22:21,543 - yago11k_0.0003 - [INFO] - [E:3| 300]: Train Loss:0.002197, Val MRR:0.03866, yago11k_0.0003
2023-06-18 08:23:27,017 - yago11k_0.0003 - [INFO] - [E:3| 400]: Train Loss:0.0021879, Val MRR:0.03866, yago11k_0.0003
2023-06-18 08:24:32,545 - yago11k_0.0003 - [INFO] - [E:3| 500]: Train Loss:0.0021806, Val MRR:0.03866, yago11k_0.0003
2023-06-18 08:25:37,604 - yago11k_0.0003 - [INFO] - [E:3| 600]: Train Loss:0.0021784, Val MRR:0.03866, yago11k_0.0003
2023-06-18 08:25:37,604 - yago11k_0.0003 - [INFO] - [Epoch:3]: Training Loss:0.002178
2023-06-18 08:25:37,831 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 08:25:50,358 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 08:26:02,715 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 3 valid]:
MRR: Tail : 0.07329, Head : 0.00093, Avg : 0.03711
2023-06-18 08:26:02,716 - yago11k_0.0003 - [INFO] - [Epoch 3]: Training Loss: 0.0021784, Valid MRR: 0.03866,
2023-06-18 08:26:03,393 - yago11k_0.0003 - [INFO] - [E:4| 0]: Train Loss:0.0021176, Val MRR:0.03866, yago11k_0.0003
2023-06-18 08:27:09,110 - yago11k_0.0003 - [INFO] - [E:4| 100]: Train Loss:0.0021554, Val MRR:0.03866, yago11k_0.0003
2023-06-18 08:28:14,626 - yago11k_0.0003 - [INFO] - [E:4| 200]: Train Loss:0.0021391, Val MRR:0.03866, yago11k_0.0003
2023-06-18 08:29:20,318 - yago11k_0.0003 - [INFO] - [E:4| 300]: Train Loss:0.0021389, Val MRR:0.03866, yago11k_0.0003
2023-06-18 08:30:25,778 - yago11k_0.0003 - [INFO] - [E:4| 400]: Train Loss:0.0021401, Val MRR:0.03866, yago11k_0.0003
2023-06-18 08:31:31,229 - yago11k_0.0003 - [INFO] - [E:4| 500]: Train Loss:0.0021416, Val MRR:0.03866, yago11k_0.0003
2023-06-18 08:32:36,367 - yago11k_0.0003 - [INFO] - [E:4| 600]: Train Loss:0.0021467, Val MRR:0.03866, yago11k_0.0003
2023-06-18 08:32:36,367 - yago11k_0.0003 - [INFO] - [Epoch:4]: Training Loss:0.002147
2023-06-18 08:32:36,592 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 08:32:49,107 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 08:33:01,483 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 4 valid]:
MRR: Tail : 0.08937, Head : 0.00131, Avg : 0.04534
2023-06-18 08:33:03,349 - yago11k_0.0003 - [INFO] - [Epoch 4]: Training Loss: 0.0021467, Valid MRR: 0.04534,
2023-06-18 08:33:04,034 - yago11k_0.0003 - [INFO] - [E:5| 0]: Train Loss:0.0020207, Val MRR:0.04534, yago11k_0.0003
2023-06-18 08:34:09,484 - yago11k_0.0003 - [INFO] - [E:5| 100]: Train Loss:0.0021459, Val MRR:0.04534, yago11k_0.0003
2023-06-18 08:35:14,929 - yago11k_0.0003 - [INFO] - [E:5| 200]: Train Loss:0.0021406, Val MRR:0.04534, yago11k_0.0003
2023-06-18 08:36:20,331 - yago11k_0.0003 - [INFO] - [E:5| 300]: Train Loss:0.0021411, Val MRR:0.04534, yago11k_0.0003
2023-06-18 08:37:25,856 - yago11k_0.0003 - [INFO] - [E:5| 400]: Train Loss:0.0021403, Val MRR:0.04534, yago11k_0.0003
2023-06-18 08:38:31,348 - yago11k_0.0003 - [INFO] - [E:5| 500]: Train Loss:0.0021365, Val MRR:0.04534, yago11k_0.0003
2023-06-18 08:39:36,521 - yago11k_0.0003 - [INFO] - [E:5| 600]: Train Loss:0.0021329, Val MRR:0.04534, yago11k_0.0003
2023-06-18 08:39:36,522 - yago11k_0.0003 - [INFO] - [Epoch:5]: Training Loss:0.002133
2023-06-18 08:39:36,749 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 08:39:49,334 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 08:40:01,676 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 5 valid]:
MRR: Tail : 0.08921, Head : 0.0032, Avg : 0.0462
2023-06-18 08:40:03,180 - yago11k_0.0003 - [INFO] - [Epoch 5]: Training Loss: 0.0021329, Valid MRR: 0.0462,
2023-06-18 08:40:03,839 - yago11k_0.0003 - [INFO] - [E:6| 0]: Train Loss:0.0023142, Val MRR:0.0462, yago11k_0.0003
2023-06-18 08:41:09,282 - yago11k_0.0003 - [INFO] - [E:6| 100]: Train Loss:0.0021077, Val MRR:0.0462, yago11k_0.0003
2023-06-18 08:42:14,809 - yago11k_0.0003 - [INFO] - [E:6| 200]: Train Loss:0.0021025, Val MRR:0.0462, yago11k_0.0003
2023-06-18 08:43:20,327 - yago11k_0.0003 - [INFO] - [E:6| 300]: Train Loss:0.0021031, Val MRR:0.0462, yago11k_0.0003
2023-06-18 08:44:25,785 - yago11k_0.0003 - [INFO] - [E:6| 400]: Train Loss:0.0021041, Val MRR:0.0462, yago11k_0.0003
2023-06-18 08:45:31,093 - yago11k_0.0003 - [INFO] - [E:6| 500]: Train Loss:0.0021054, Val MRR:0.0462, yago11k_0.0003
2023-06-18 08:46:36,087 - yago11k_0.0003 - [INFO] - [E:6| 600]: Train Loss:0.002106, Val MRR:0.0462, yago11k_0.0003
2023-06-18 08:46:36,087 - yago11k_0.0003 - [INFO] - [Epoch:6]: Training Loss:0.002106
2023-06-18 08:46:36,305 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 08:46:48,859 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 08:47:01,242 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 6 valid]:
MRR: Tail : 0.1064, Head : 0.00425, Avg : 0.05532
2023-06-18 08:47:03,124 - yago11k_0.0003 - [INFO] - [Epoch 6]: Training Loss: 0.002106, Valid MRR: 0.05532,
2023-06-18 08:47:03,796 - yago11k_0.0003 - [INFO] - [E:7| 0]: Train Loss:0.0020307, Val MRR:0.05532, yago11k_0.0003
2023-06-18 08:48:09,361 - yago11k_0.0003 - [INFO] - [E:7| 100]: Train Loss:0.0020657, Val MRR:0.05532, yago11k_0.0003
2023-06-18 08:49:15,010 - yago11k_0.0003 - [INFO] - [E:7| 200]: Train Loss:0.0020668, Val MRR:0.05532, yago11k_0.0003
2023-06-18 08:50:20,420 - yago11k_0.0003 - [INFO] - [E:7| 300]: Train Loss:0.0020718, Val MRR:0.05532, yago11k_0.0003
2023-06-18 08:51:25,917 - yago11k_0.0003 - [INFO] - [E:7| 400]: Train Loss:0.0020736, Val MRR:0.05532, yago11k_0.0003
2023-06-18 08:52:31,361 - yago11k_0.0003 - [INFO] - [E:7| 500]: Train Loss:0.0020718, Val MRR:0.05532, yago11k_0.0003
2023-06-18 08:53:36,438 - yago11k_0.0003 - [INFO] - [E:7| 600]: Train Loss:0.0020672, Val MRR:0.05532, yago11k_0.0003
2023-06-18 08:53:36,438 - yago11k_0.0003 - [INFO] - [Epoch:7]: Training Loss:0.002067
2023-06-18 08:53:36,666 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 08:53:49,223 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 08:54:01,628 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 7 valid]:
MRR: Tail : 0.12341, Head : 0.00585, Avg : 0.06463
2023-06-18 08:54:03,348 - yago11k_0.0003 - [INFO] - [Epoch 7]: Training Loss: 0.0020672, Valid MRR: 0.06463,
2023-06-18 08:54:04,013 - yago11k_0.0003 - [INFO] - [E:8| 0]: Train Loss:0.002064, Val MRR:0.06463, yago11k_0.0003
2023-06-18 08:55:09,382 - yago11k_0.0003 - [INFO] - [E:8| 100]: Train Loss:0.0020383, Val MRR:0.06463, yago11k_0.0003
2023-06-18 08:56:14,901 - yago11k_0.0003 - [INFO] - [E:8| 200]: Train Loss:0.0020494, Val MRR:0.06463, yago11k_0.0003
2023-06-18 08:57:20,297 - yago11k_0.0003 - [INFO] - [E:8| 300]: Train Loss:0.0020441, Val MRR:0.06463, yago11k_0.0003
2023-06-18 08:58:25,787 - yago11k_0.0003 - [INFO] - [E:8| 400]: Train Loss:0.0020399, Val MRR:0.06463, yago11k_0.0003
2023-06-18 08:59:31,348 - yago11k_0.0003 - [INFO] - [E:8| 500]: Train Loss:0.0020381, Val MRR:0.06463, yago11k_0.0003
2023-06-18 09:00:36,471 - yago11k_0.0003 - [INFO] - [E:8| 600]: Train Loss:0.0020374, Val MRR:0.06463, yago11k_0.0003
2023-06-18 09:00:36,471 - yago11k_0.0003 - [INFO] - [Epoch:8]: Training Loss:0.002037
2023-06-18 09:00:36,697 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 09:00:49,233 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 09:01:01,670 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 8 valid]:
MRR: Tail : 0.13899, Head : 0.0081, Avg : 0.07354
2023-06-18 09:01:03,466 - yago11k_0.0003 - [INFO] - [Epoch 8]: Training Loss: 0.0020374, Valid MRR: 0.07354,
2023-06-18 09:01:04,135 - yago11k_0.0003 - [INFO] - [E:9| 0]: Train Loss:0.0019893, Val MRR:0.07354, yago11k_0.0003
2023-06-18 09:02:09,832 - yago11k_0.0003 - [INFO] - [E:9| 100]: Train Loss:0.0020289, Val MRR:0.07354, yago11k_0.0003
2023-06-18 09:03:15,321 - yago11k_0.0003 - [INFO] - [E:9| 200]: Train Loss:0.0020196, Val MRR:0.07354, yago11k_0.0003
2023-06-18 09:04:20,685 - yago11k_0.0003 - [INFO] - [E:9| 300]: Train Loss:0.0020173, Val MRR:0.07354, yago11k_0.0003
2023-06-18 09:05:26,103 - yago11k_0.0003 - [INFO] - [E:9| 400]: Train Loss:0.0020148, Val MRR:0.07354, yago11k_0.0003
2023-06-18 09:06:31,617 - yago11k_0.0003 - [INFO] - [E:9| 500]: Train Loss:0.0020124, Val MRR:0.07354, yago11k_0.0003
2023-06-18 09:07:36,700 - yago11k_0.0003 - [INFO] - [E:9| 600]: Train Loss:0.00201, Val MRR:0.07354, yago11k_0.0003
2023-06-18 09:07:36,701 - yago11k_0.0003 - [INFO] - [Epoch:9]: Training Loss:0.00201
2023-06-18 09:07:36,925 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 09:07:49,470 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 09:08:01,855 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 9 valid]:
MRR: Tail : 0.16391, Head : 0.00792, Avg : 0.08591
MR: Tail : 1204.9, Head : 2004.4, Avg : 1604.6
Hit-1: Tail : 0.11184, Head : 0.00069, Avg : 0.05627
Hit-3: Tail : 0.17713, Head : 0.00139, Avg : 0.08926
Hit-10: Tail : 0.2691, Head : 0.01514, Avg : 0.14212
2023-06-18 09:08:03,798 - yago11k_0.0003 - [INFO] - [Epoch 9]: Training Loss: 0.00201, Valid MRR: 0.08591,
2023-06-18 09:08:04,456 - yago11k_0.0003 - [INFO] - [E:10| 0]: Train Loss:0.0019094, Val MRR:0.08591, yago11k_0.0003
2023-06-18 09:09:09,901 - yago11k_0.0003 - [INFO] - [E:10| 100]: Train Loss:0.0019911, Val MRR:0.08591, yago11k_0.0003
2023-06-18 09:10:15,522 - yago11k_0.0003 - [INFO] - [E:10| 200]: Train Loss:0.001987, Val MRR:0.08591, yago11k_0.0003
2023-06-18 09:11:21,090 - yago11k_0.0003 - [INFO] - [E:10| 300]: Train Loss:0.0019833, Val MRR:0.08591, yago11k_0.0003
2023-06-18 09:12:27,025 - yago11k_0.0003 - [INFO] - [E:10| 400]: Train Loss:0.0019811, Val MRR:0.08591, yago11k_0.0003
2023-06-18 09:13:32,633 - yago11k_0.0003 - [INFO] - [E:10| 500]: Train Loss:0.0019793, Val MRR:0.08591, yago11k_0.0003
2023-06-18 09:14:37,851 - yago11k_0.0003 - [INFO] - [E:10| 600]: Train Loss:0.0019772, Val MRR:0.08591, yago11k_0.0003
2023-06-18 09:14:37,859 - yago11k_0.0003 - [INFO] - [Epoch:10]: Training Loss:0.001977
2023-06-18 09:14:38,079 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 09:14:50,659 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 09:15:03,082 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 10 valid]:
MRR: Tail : 0.1819, Head : 0.0096, Avg : 0.09575
2023-06-18 09:15:04,823 - yago11k_0.0003 - [INFO] - [Epoch 10]: Training Loss: 0.0019772, Valid MRR: 0.09575,
2023-06-18 09:15:05,496 - yago11k_0.0003 - [INFO] - [E:11| 0]: Train Loss:0.0020139, Val MRR:0.09575, yago11k_0.0003
2023-06-18 09:16:11,440 - yago11k_0.0003 - [INFO] - [E:11| 100]: Train Loss:0.0019447, Val MRR:0.09575, yago11k_0.0003
2023-06-18 09:17:17,078 - yago11k_0.0003 - [INFO] - [E:11| 200]: Train Loss:0.0019484, Val MRR:0.09575, yago11k_0.0003
2023-06-18 09:18:23,065 - yago11k_0.0003 - [INFO] - [E:11| 300]: Train Loss:0.0019479, Val MRR:0.09575, yago11k_0.0003
2023-06-18 09:19:29,021 - yago11k_0.0003 - [INFO] - [E:11| 400]: Train Loss:0.0019426, Val MRR:0.09575, yago11k_0.0003
2023-06-18 09:20:34,979 - yago11k_0.0003 - [INFO] - [E:11| 500]: Train Loss:0.0019373, Val MRR:0.09575, yago11k_0.0003
2023-06-18 09:21:40,196 - yago11k_0.0003 - [INFO] - [E:11| 600]: Train Loss:0.0019355, Val MRR:0.09575, yago11k_0.0003
2023-06-18 09:21:40,196 - yago11k_0.0003 - [INFO] - [Epoch:11]: Training Loss:0.001936
2023-06-18 09:21:40,417 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 09:21:52,944 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 09:22:05,298 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 11 valid]:
MRR: Tail : 0.19632, Head : 0.01751, Avg : 0.10691
2023-06-18 09:22:06,949 - yago11k_0.0003 - [INFO] - [Epoch 11]: Training Loss: 0.0019355, Valid MRR: 0.10691,
2023-06-18 09:22:07,619 - yago11k_0.0003 - [INFO] - [E:12| 0]: Train Loss:0.0018324, Val MRR:0.10691, yago11k_0.0003
2023-06-18 09:23:13,613 - yago11k_0.0003 - [INFO] - [E:12| 100]: Train Loss:0.0019099, Val MRR:0.10691, yago11k_0.0003
2023-06-18 09:24:19,308 - yago11k_0.0003 - [INFO] - [E:12| 200]: Train Loss:0.0019116, Val MRR:0.10691, yago11k_0.0003
2023-06-18 09:25:25,145 - yago11k_0.0003 - [INFO] - [E:12| 300]: Train Loss:0.0019069, Val MRR:0.10691, yago11k_0.0003
2023-06-18 09:26:31,088 - yago11k_0.0003 - [INFO] - [E:12| 400]: Train Loss:0.0019003, Val MRR:0.10691, yago11k_0.0003
2023-06-18 09:27:36,847 - yago11k_0.0003 - [INFO] - [E:12| 500]: Train Loss:0.0018941, Val MRR:0.10691, yago11k_0.0003
2023-06-18 09:28:42,190 - yago11k_0.0003 - [INFO] - [E:12| 600]: Train Loss:0.0018888, Val MRR:0.10691, yago11k_0.0003
2023-06-18 09:28:42,191 - yago11k_0.0003 - [INFO] - [Epoch:12]: Training Loss:0.001889
2023-06-18 09:28:42,413 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 09:28:55,014 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 09:29:07,434 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 12 valid]:
MRR: Tail : 0.20979, Head : 0.02346, Avg : 0.11662
2023-06-18 09:29:09,192 - yago11k_0.0003 - [INFO] - [Epoch 12]: Training Loss: 0.0018888, Valid MRR: 0.11662,
2023-06-18 09:29:09,873 - yago11k_0.0003 - [INFO] - [E:13| 0]: Train Loss:0.0018061, Val MRR:0.11662, yago11k_0.0003
2023-06-18 09:30:15,697 - yago11k_0.0003 - [INFO] - [E:13| 100]: Train Loss:0.0018614, Val MRR:0.11662, yago11k_0.0003
2023-06-18 09:31:21,577 - yago11k_0.0003 - [INFO] - [E:13| 200]: Train Loss:0.0018529, Val MRR:0.11662, yago11k_0.0003
2023-06-18 09:32:27,424 - yago11k_0.0003 - [INFO] - [E:13| 300]: Train Loss:0.00185, Val MRR:0.11662, yago11k_0.0003
2023-06-18 09:33:33,216 - yago11k_0.0003 - [INFO] - [E:13| 400]: Train Loss:0.0018464, Val MRR:0.11662, yago11k_0.0003
2023-06-18 09:34:39,030 - yago11k_0.0003 - [INFO] - [E:13| 500]: Train Loss:0.0018424, Val MRR:0.11662, yago11k_0.0003
2023-06-18 09:35:44,463 - yago11k_0.0003 - [INFO] - [E:13| 600]: Train Loss:0.0018385, Val MRR:0.11662, yago11k_0.0003
2023-06-18 09:35:44,464 - yago11k_0.0003 - [INFO] - [Epoch:13]: Training Loss:0.001839
2023-06-18 09:35:44,690 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 09:35:57,246 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 09:36:09,701 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 13 valid]:
MRR: Tail : 0.20562, Head : 0.0351, Avg : 0.12036
2023-06-18 09:36:11,506 - yago11k_0.0003 - [INFO] - [Epoch 13]: Training Loss: 0.0018385, Valid MRR: 0.12036,
2023-06-18 09:36:12,180 - yago11k_0.0003 - [INFO] - [E:14| 0]: Train Loss:0.001861, Val MRR:0.12036, yago11k_0.0003
2023-06-18 09:37:18,048 - yago11k_0.0003 - [INFO] - [E:14| 100]: Train Loss:0.0017982, Val MRR:0.12036, yago11k_0.0003
2023-06-18 09:38:23,754 - yago11k_0.0003 - [INFO] - [E:14| 200]: Train Loss:0.0017997, Val MRR:0.12036, yago11k_0.0003
2023-06-18 09:39:29,578 - yago11k_0.0003 - [INFO] - [E:14| 300]: Train Loss:0.0017963, Val MRR:0.12036, yago11k_0.0003
2023-06-18 09:40:35,051 - yago11k_0.0003 - [INFO] - [E:14| 400]: Train Loss:0.0017928, Val MRR:0.12036, yago11k_0.0003
2023-06-18 09:41:41,027 - yago11k_0.0003 - [INFO] - [E:14| 500]: Train Loss:0.001787, Val MRR:0.12036, yago11k_0.0003
2023-06-18 09:42:46,514 - yago11k_0.0003 - [INFO] - [E:14| 600]: Train Loss:0.0017859, Val MRR:0.12036, yago11k_0.0003
2023-06-18 09:42:46,514 - yago11k_0.0003 - [INFO] - [Epoch:14]: Training Loss:0.001786
2023-06-18 09:42:46,739 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 09:42:59,275 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 09:43:11,671 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 14 valid]:
MRR: Tail : 0.21065, Head : 0.04093, Avg : 0.12579
2023-06-18 09:43:13,383 - yago11k_0.0003 - [INFO] - [Epoch 14]: Training Loss: 0.0017859, Valid MRR: 0.12579,
2023-06-18 09:43:14,065 - yago11k_0.0003 - [INFO] - [E:15| 0]: Train Loss:0.0017085, Val MRR:0.12579, yago11k_0.0003
2023-06-18 09:44:19,795 - yago11k_0.0003 - [INFO] - [E:15| 100]: Train Loss:0.0017475, Val MRR:0.12579, yago11k_0.0003
2023-06-18 09:45:25,263 - yago11k_0.0003 - [INFO] - [E:15| 200]: Train Loss:0.0017443, Val MRR:0.12579, yago11k_0.0003
2023-06-18 09:46:30,936 - yago11k_0.0003 - [INFO] - [E:15| 300]: Train Loss:0.0017436, Val MRR:0.12579, yago11k_0.0003
2023-06-18 09:47:36,789 - yago11k_0.0003 - [INFO] - [E:15| 400]: Train Loss:0.0017394, Val MRR:0.12579, yago11k_0.0003
2023-06-18 09:48:42,554 - yago11k_0.0003 - [INFO] - [E:15| 500]: Train Loss:0.0017347, Val MRR:0.12579, yago11k_0.0003
2023-06-18 09:49:48,046 - yago11k_0.0003 - [INFO] - [E:15| 600]: Train Loss:0.001731, Val MRR:0.12579, yago11k_0.0003
2023-06-18 09:49:48,047 - yago11k_0.0003 - [INFO] - [Epoch:15]: Training Loss:0.001731
2023-06-18 09:49:48,271 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 09:50:00,873 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 09:50:13,338 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 15 valid]:
MRR: Tail : 0.21455, Head : 0.06038, Avg : 0.13747
2023-06-18 09:50:15,211 - yago11k_0.0003 - [INFO] - [Epoch 15]: Training Loss: 0.001731, Valid MRR: 0.13747,
2023-06-18 09:50:15,881 - yago11k_0.0003 - [INFO] - [E:16| 0]: Train Loss:0.0017199, Val MRR:0.13747, yago11k_0.0003
2023-06-18 09:51:21,589 - yago11k_0.0003 - [INFO] - [E:16| 100]: Train Loss:0.0016905, Val MRR:0.13747, yago11k_0.0003
2023-06-18 09:52:27,424 - yago11k_0.0003 - [INFO] - [E:16| 200]: Train Loss:0.0016909, Val MRR:0.13747, yago11k_0.0003
2023-06-18 09:53:33,164 - yago11k_0.0003 - [INFO] - [E:16| 300]: Train Loss:0.0016873, Val MRR:0.13747, yago11k_0.0003
2023-06-18 09:54:38,943 - yago11k_0.0003 - [INFO] - [E:16| 400]: Train Loss:0.0016822, Val MRR:0.13747, yago11k_0.0003
2023-06-18 09:55:44,587 - yago11k_0.0003 - [INFO] - [E:16| 500]: Train Loss:0.0016794, Val MRR:0.13747, yago11k_0.0003
2023-06-18 09:56:49,890 - yago11k_0.0003 - [INFO] - [E:16| 600]: Train Loss:0.0016757, Val MRR:0.13747, yago11k_0.0003
2023-06-18 09:56:49,890 - yago11k_0.0003 - [INFO] - [Epoch:16]: Training Loss:0.001676
2023-06-18 09:56:50,116 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 09:57:02,564 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 09:57:14,952 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 16 valid]:
MRR: Tail : 0.22469, Head : 0.07123, Avg : 0.14796
2023-06-18 09:57:16,628 - yago11k_0.0003 - [INFO] - [Epoch 16]: Training Loss: 0.0016757, Valid MRR: 0.14796,
2023-06-18 09:57:17,298 - yago11k_0.0003 - [INFO] - [E:17| 0]: Train Loss:0.001636, Val MRR:0.14796, yago11k_0.0003
2023-06-18 09:58:23,027 - yago11k_0.0003 - [INFO] - [E:17| 100]: Train Loss:0.0016404, Val MRR:0.14796, yago11k_0.0003
2023-06-18 09:59:28,745 - yago11k_0.0003 - [INFO] - [E:17| 200]: Train Loss:0.0016316, Val MRR:0.14796, yago11k_0.0003
2023-06-18 10:00:34,524 - yago11k_0.0003 - [INFO] - [E:17| 300]: Train Loss:0.0016335, Val MRR:0.14796, yago11k_0.0003
2023-06-18 10:01:40,400 - yago11k_0.0003 - [INFO] - [E:17| 400]: Train Loss:0.0016316, Val MRR:0.14796, yago11k_0.0003
2023-06-18 10:02:46,154 - yago11k_0.0003 - [INFO] - [E:17| 500]: Train Loss:0.0016284, Val MRR:0.14796, yago11k_0.0003
2023-06-18 10:03:51,405 - yago11k_0.0003 - [INFO] - [E:17| 600]: Train Loss:0.0016237, Val MRR:0.14796, yago11k_0.0003
2023-06-18 10:03:51,406 - yago11k_0.0003 - [INFO] - [Epoch:17]: Training Loss:0.001624
2023-06-18 10:03:51,631 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 10:04:04,214 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 10:04:16,632 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 17 valid]:
MRR: Tail : 0.24534, Head : 0.09472, Avg : 0.17003
2023-06-18 10:04:18,339 - yago11k_0.0003 - [INFO] - [Epoch 17]: Training Loss: 0.0016237, Valid MRR: 0.17003,
2023-06-18 10:04:19,003 - yago11k_0.0003 - [INFO] - [E:18| 0]: Train Loss:0.0015962, Val MRR:0.17003, yago11k_0.0003
2023-06-18 10:05:24,840 - yago11k_0.0003 - [INFO] - [E:18| 100]: Train Loss:0.0015893, Val MRR:0.17003, yago11k_0.0003
2023-06-18 10:06:30,728 - yago11k_0.0003 - [INFO] - [E:18| 200]: Train Loss:0.0015903, Val MRR:0.17003, yago11k_0.0003
2023-06-18 10:07:36,469 - yago11k_0.0003 - [INFO] - [E:18| 300]: Train Loss:0.0015897, Val MRR:0.17003, yago11k_0.0003
2023-06-18 10:08:42,254 - yago11k_0.0003 - [INFO] - [E:18| 400]: Train Loss:0.0015879, Val MRR:0.17003, yago11k_0.0003
2023-06-18 10:09:48,248 - yago11k_0.0003 - [INFO] - [E:18| 500]: Train Loss:0.0015826, Val MRR:0.17003, yago11k_0.0003
2023-06-18 10:10:53,552 - yago11k_0.0003 - [INFO] - [E:18| 600]: Train Loss:0.0015793, Val MRR:0.17003, yago11k_0.0003
2023-06-18 10:10:53,552 - yago11k_0.0003 - [INFO] - [Epoch:18]: Training Loss:0.001579
2023-06-18 10:10:53,774 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 10:11:06,362 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 10:11:18,754 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 18 valid]:
MRR: Tail : 0.25617, Head : 0.11241, Avg : 0.18429
2023-06-18 10:11:20,223 - yago11k_0.0003 - [INFO] - [Epoch 18]: Training Loss: 0.0015793, Valid MRR: 0.18429,
2023-06-18 10:11:20,898 - yago11k_0.0003 - [INFO] - [E:19| 0]: Train Loss:0.0016213, Val MRR:0.18429, yago11k_0.0003
2023-06-18 10:12:26,721 - yago11k_0.0003 - [INFO] - [E:19| 100]: Train Loss:0.0015494, Val MRR:0.18429, yago11k_0.0003
2023-06-18 10:13:32,306 - yago11k_0.0003 - [INFO] - [E:19| 200]: Train Loss:0.0015493, Val MRR:0.18429, yago11k_0.0003
2023-06-18 10:14:38,070 - yago11k_0.0003 - [INFO] - [E:19| 300]: Train Loss:0.001547, Val MRR:0.18429, yago11k_0.0003
2023-06-18 10:15:43,923 - yago11k_0.0003 - [INFO] - [E:19| 400]: Train Loss:0.0015444, Val MRR:0.18429, yago11k_0.0003
2023-06-18 10:16:49,705 - yago11k_0.0003 - [INFO] - [E:19| 500]: Train Loss:0.001542, Val MRR:0.18429, yago11k_0.0003
2023-06-18 10:17:55,089 - yago11k_0.0003 - [INFO] - [E:19| 600]: Train Loss:0.00154, Val MRR:0.18429, yago11k_0.0003
2023-06-18 10:17:55,089 - yago11k_0.0003 - [INFO] - [Epoch:19]: Training Loss:0.00154
2023-06-18 10:17:55,316 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 10:18:07,783 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 10:18:20,139 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 19 valid]:
MRR: Tail : 0.28002, Head : 0.13836, Avg : 0.20919
MR: Tail : 337.31, Head : 708.19, Avg : 522.75
Hit-1: Tail : 0.18352, Head : 0.08766, Avg : 0.13559
Hit-3: Tail : 0.31939, Head : 0.13754, Avg : 0.22847
Hit-10: Tail : 0.45485, Head : 0.23826, Avg : 0.34655
2023-06-18 10:18:21,844 - yago11k_0.0003 - [INFO] - [Epoch 19]: Training Loss: 0.00154, Valid MRR: 0.20919,
2023-06-18 10:18:22,524 - yago11k_0.0003 - [INFO] - [E:20| 0]: Train Loss:0.0014421, Val MRR:0.20919, yago11k_0.0003
2023-06-18 10:19:28,275 - yago11k_0.0003 - [INFO] - [E:20| 100]: Train Loss:0.0015098, Val MRR:0.20919, yago11k_0.0003
2023-06-18 10:20:33,988 - yago11k_0.0003 - [INFO] - [E:20| 200]: Train Loss:0.0015096, Val MRR:0.20919, yago11k_0.0003
2023-06-18 10:21:39,658 - yago11k_0.0003 - [INFO] - [E:20| 300]: Train Loss:0.0015089, Val MRR:0.20919, yago11k_0.0003
2023-06-18 10:22:45,392 - yago11k_0.0003 - [INFO] - [E:20| 400]: Train Loss:0.0015083, Val MRR:0.20919, yago11k_0.0003
2023-06-18 10:23:51,180 - yago11k_0.0003 - [INFO] - [E:20| 500]: Train Loss:0.0015064, Val MRR:0.20919, yago11k_0.0003
2023-06-18 10:24:56,541 - yago11k_0.0003 - [INFO] - [E:20| 600]: Train Loss:0.001506, Val MRR:0.20919, yago11k_0.0003
2023-06-18 10:24:56,541 - yago11k_0.0003 - [INFO] - [Epoch:20]: Training Loss:0.001506
2023-06-18 10:24:56,768 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 10:25:09,318 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 10:25:21,720 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 20 valid]:
MRR: Tail : 0.3026, Head : 0.15741, Avg : 0.23001
2023-06-18 10:25:23,415 - yago11k_0.0003 - [INFO] - [Epoch 20]: Training Loss: 0.001506, Valid MRR: 0.23001,
2023-06-18 10:25:24,080 - yago11k_0.0003 - [INFO] - [E:21| 0]: Train Loss:0.0014334, Val MRR:0.23001, yago11k_0.0003
2023-06-18 10:26:30,010 - yago11k_0.0003 - [INFO] - [E:21| 100]: Train Loss:0.001473, Val MRR:0.23001, yago11k_0.0003
2023-06-18 10:27:35,779 - yago11k_0.0003 - [INFO] - [E:21| 200]: Train Loss:0.0014777, Val MRR:0.23001, yago11k_0.0003
2023-06-18 10:28:41,337 - yago11k_0.0003 - [INFO] - [E:21| 300]: Train Loss:0.0014772, Val MRR:0.23001, yago11k_0.0003
2023-06-18 10:29:47,307 - yago11k_0.0003 - [INFO] - [E:21| 400]: Train Loss:0.0014764, Val MRR:0.23001, yago11k_0.0003
2023-06-18 10:30:53,211 - yago11k_0.0003 - [INFO] - [E:21| 500]: Train Loss:0.0014775, Val MRR:0.23001, yago11k_0.0003
2023-06-18 10:31:58,586 - yago11k_0.0003 - [INFO] - [E:21| 600]: Train Loss:0.0014765, Val MRR:0.23001, yago11k_0.0003
2023-06-18 10:31:58,587 - yago11k_0.0003 - [INFO] - [Epoch:21]: Training Loss:0.001476
2023-06-18 10:31:58,811 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 10:32:11,336 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 10:32:23,731 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 21 valid]:
MRR: Tail : 0.31208, Head : 0.16271, Avg : 0.2374
2023-06-18 10:32:25,247 - yago11k_0.0003 - [INFO] - [Epoch 21]: Training Loss: 0.0014765, Valid MRR: 0.2374,
2023-06-18 10:32:25,919 - yago11k_0.0003 - [INFO] - [E:22| 0]: Train Loss:0.0014369, Val MRR:0.2374, yago11k_0.0003
2023-06-18 10:33:31,665 - yago11k_0.0003 - [INFO] - [E:22| 100]: Train Loss:0.001458, Val MRR:0.2374, yago11k_0.0003
2023-06-18 10:34:37,401 - yago11k_0.0003 - [INFO] - [E:22| 200]: Train Loss:0.0014541, Val MRR:0.2374, yago11k_0.0003
2023-06-18 10:35:43,053 - yago11k_0.0003 - [INFO] - [E:22| 300]: Train Loss:0.0014534, Val MRR:0.2374, yago11k_0.0003
2023-06-18 10:36:48,730 - yago11k_0.0003 - [INFO] - [E:22| 400]: Train Loss:0.0014532, Val MRR:0.2374, yago11k_0.0003
2023-06-18 10:37:54,361 - yago11k_0.0003 - [INFO] - [E:22| 500]: Train Loss:0.0014517, Val MRR:0.2374, yago11k_0.0003
2023-06-18 10:38:59,721 - yago11k_0.0003 - [INFO] - [E:22| 600]: Train Loss:0.0014509, Val MRR:0.2374, yago11k_0.0003
2023-06-18 10:38:59,721 - yago11k_0.0003 - [INFO] - [Epoch:22]: Training Loss:0.001451
2023-06-18 10:38:59,944 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 10:39:12,468 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 10:39:24,868 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 22 valid]:
MRR: Tail : 0.32193, Head : 0.18, Avg : 0.25096
2023-06-18 10:39:26,281 - yago11k_0.0003 - [INFO] - [Epoch 22]: Training Loss: 0.0014509, Valid MRR: 0.25096,
2023-06-18 10:39:26,946 - yago11k_0.0003 - [INFO] - [E:23| 0]: Train Loss:0.0014498, Val MRR:0.25096, yago11k_0.0003
2023-06-18 10:40:32,694 - yago11k_0.0003 - [INFO] - [E:23| 100]: Train Loss:0.0014271, Val MRR:0.25096, yago11k_0.0003
2023-06-18 10:41:38,514 - yago11k_0.0003 - [INFO] - [E:23| 200]: Train Loss:0.0014294, Val MRR:0.25096, yago11k_0.0003
2023-06-18 10:42:44,196 - yago11k_0.0003 - [INFO] - [E:23| 300]: Train Loss:0.0014294, Val MRR:0.25096, yago11k_0.0003
2023-06-18 10:43:49,798 - yago11k_0.0003 - [INFO] - [E:23| 400]: Train Loss:0.0014311, Val MRR:0.25096, yago11k_0.0003
2023-06-18 10:44:55,555 - yago11k_0.0003 - [INFO] - [E:23| 500]: Train Loss:0.0014302, Val MRR:0.25096, yago11k_0.0003
2023-06-18 10:46:00,992 - yago11k_0.0003 - [INFO] - [E:23| 600]: Train Loss:0.0014289, Val MRR:0.25096, yago11k_0.0003
2023-06-18 10:46:00,993 - yago11k_0.0003 - [INFO] - [Epoch:23]: Training Loss:0.001429
2023-06-18 10:46:01,220 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 10:46:13,829 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 10:46:26,273 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 23 valid]:
MRR: Tail : 0.32928, Head : 0.18347, Avg : 0.25637
2023-06-18 10:46:28,187 - yago11k_0.0003 - [INFO] - [Epoch 23]: Training Loss: 0.0014289, Valid MRR: 0.25637,
2023-06-18 10:46:28,860 - yago11k_0.0003 - [INFO] - [E:24| 0]: Train Loss:0.0014072, Val MRR:0.25637, yago11k_0.0003
2023-06-18 10:47:34,539 - yago11k_0.0003 - [INFO] - [E:24| 100]: Train Loss:0.0014142, Val MRR:0.25637, yago11k_0.0003
2023-06-18 10:48:40,158 - yago11k_0.0003 - [INFO] - [E:24| 200]: Train Loss:0.0014117, Val MRR:0.25637, yago11k_0.0003
2023-06-18 10:49:45,801 - yago11k_0.0003 - [INFO] - [E:24| 300]: Train Loss:0.001412, Val MRR:0.25637, yago11k_0.0003
2023-06-18 10:50:51,408 - yago11k_0.0003 - [INFO] - [E:24| 400]: Train Loss:0.0014126, Val MRR:0.25637, yago11k_0.0003
2023-06-18 10:51:57,214 - yago11k_0.0003 - [INFO] - [E:24| 500]: Train Loss:0.0014122, Val MRR:0.25637, yago11k_0.0003
2023-06-18 10:53:02,513 - yago11k_0.0003 - [INFO] - [E:24| 600]: Train Loss:0.0014101, Val MRR:0.25637, yago11k_0.0003
2023-06-18 10:53:02,513 - yago11k_0.0003 - [INFO] - [Epoch:24]: Training Loss:0.00141
2023-06-18 10:53:02,740 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 10:53:15,307 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 10:53:27,669 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 24 valid]:
MRR: Tail : 0.33907, Head : 0.1849, Avg : 0.26199
2023-06-18 10:53:29,226 - yago11k_0.0003 - [INFO] - [Epoch 24]: Training Loss: 0.0014101, Valid MRR: 0.26199,
2023-06-18 10:53:29,909 - yago11k_0.0003 - [INFO] - [E:25| 0]: Train Loss:0.0014027, Val MRR:0.26199, yago11k_0.0003
2023-06-18 10:54:35,568 - yago11k_0.0003 - [INFO] - [E:25| 100]: Train Loss:0.0013932, Val MRR:0.26199, yago11k_0.0003
2023-06-18 10:55:41,158 - yago11k_0.0003 - [INFO] - [E:25| 200]: Train Loss:0.0013971, Val MRR:0.26199, yago11k_0.0003
2023-06-18 10:56:47,060 - yago11k_0.0003 - [INFO] - [E:25| 300]: Train Loss:0.001396, Val MRR:0.26199, yago11k_0.0003
2023-06-18 10:57:53,002 - yago11k_0.0003 - [INFO] - [E:25| 400]: Train Loss:0.0013953, Val MRR:0.26199, yago11k_0.0003
2023-06-18 10:58:58,783 - yago11k_0.0003 - [INFO] - [E:25| 500]: Train Loss:0.0013931, Val MRR:0.26199, yago11k_0.0003
2023-06-18 11:00:04,036 - yago11k_0.0003 - [INFO] - [E:25| 600]: Train Loss:0.001393, Val MRR:0.26199, yago11k_0.0003
2023-06-18 11:00:04,037 - yago11k_0.0003 - [INFO] - [Epoch:25]: Training Loss:0.001393
2023-06-18 11:00:04,259 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 11:00:16,841 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 11:00:29,269 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 25 valid]:
MRR: Tail : 0.34133, Head : 0.19158, Avg : 0.26645
2023-06-18 11:00:31,007 - yago11k_0.0003 - [INFO] - [Epoch 25]: Training Loss: 0.001393, Valid MRR: 0.26645,
2023-06-18 11:00:31,679 - yago11k_0.0003 - [INFO] - [E:26| 0]: Train Loss:0.0013235, Val MRR:0.26645, yago11k_0.0003
2023-06-18 11:01:37,569 - yago11k_0.0003 - [INFO] - [E:26| 100]: Train Loss:0.0013792, Val MRR:0.26645, yago11k_0.0003
2023-06-18 11:02:43,213 - yago11k_0.0003 - [INFO] - [E:26| 200]: Train Loss:0.0013779, Val MRR:0.26645, yago11k_0.0003
2023-06-18 11:03:49,035 - yago11k_0.0003 - [INFO] - [E:26| 300]: Train Loss:0.001379, Val MRR:0.26645, yago11k_0.0003
2023-06-18 11:04:54,777 - yago11k_0.0003 - [INFO] - [E:26| 400]: Train Loss:0.0013789, Val MRR:0.26645, yago11k_0.0003
2023-06-18 11:06:00,497 - yago11k_0.0003 - [INFO] - [E:26| 500]: Train Loss:0.0013782, Val MRR:0.26645, yago11k_0.0003
2023-06-18 11:07:05,826 - yago11k_0.0003 - [INFO] - [E:26| 600]: Train Loss:0.0013783, Val MRR:0.26645, yago11k_0.0003
2023-06-18 11:07:05,827 - yago11k_0.0003 - [INFO] - [Epoch:26]: Training Loss:0.001378
2023-06-18 11:07:06,053 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 11:07:18,620 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 11:07:31,067 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 26 valid]:
MRR: Tail : 0.34932, Head : 0.19562, Avg : 0.27247
2023-06-18 11:07:32,789 - yago11k_0.0003 - [INFO] - [Epoch 26]: Training Loss: 0.0013783, Valid MRR: 0.27247,
2023-06-18 11:07:33,449 - yago11k_0.0003 - [INFO] - [E:27| 0]: Train Loss:0.0013519, Val MRR:0.27247, yago11k_0.0003
2023-06-18 11:08:39,075 - yago11k_0.0003 - [INFO] - [E:27| 100]: Train Loss:0.001365, Val MRR:0.27247, yago11k_0.0003
2023-06-18 11:09:44,869 - yago11k_0.0003 - [INFO] - [E:27| 200]: Train Loss:0.0013645, Val MRR:0.27247, yago11k_0.0003
2023-06-18 11:10:50,632 - yago11k_0.0003 - [INFO] - [E:27| 300]: Train Loss:0.0013671, Val MRR:0.27247, yago11k_0.0003
2023-06-18 11:11:56,400 - yago11k_0.0003 - [INFO] - [E:27| 400]: Train Loss:0.0013658, Val MRR:0.27247, yago11k_0.0003
2023-06-18 11:13:02,242 - yago11k_0.0003 - [INFO] - [E:27| 500]: Train Loss:0.0013652, Val MRR:0.27247, yago11k_0.0003
2023-06-18 11:14:07,688 - yago11k_0.0003 - [INFO] - [E:27| 600]: Train Loss:0.0013653, Val MRR:0.27247, yago11k_0.0003
2023-06-18 11:14:07,688 - yago11k_0.0003 - [INFO] - [Epoch:27]: Training Loss:0.001365
2023-06-18 11:14:07,916 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 11:14:20,464 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 11:14:32,913 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 27 valid]:
MRR: Tail : 0.34832, Head : 0.19684, Avg : 0.27258
2023-06-18 11:14:34,819 - yago11k_0.0003 - [INFO] - [Epoch 27]: Training Loss: 0.0013653, Valid MRR: 0.27258,
2023-06-18 11:14:35,496 - yago11k_0.0003 - [INFO] - [E:28| 0]: Train Loss:0.0013173, Val MRR:0.27258, yago11k_0.0003
2023-06-18 11:15:41,307 - yago11k_0.0003 - [INFO] - [E:28| 100]: Train Loss:0.0013478, Val MRR:0.27258, yago11k_0.0003
2023-06-18 11:16:47,101 - yago11k_0.0003 - [INFO] - [E:28| 200]: Train Loss:0.0013498, Val MRR:0.27258, yago11k_0.0003
2023-06-18 11:17:52,870 - yago11k_0.0003 - [INFO] - [E:28| 300]: Train Loss:0.0013508, Val MRR:0.27258, yago11k_0.0003
2023-06-18 11:18:58,639 - yago11k_0.0003 - [INFO] - [E:28| 400]: Train Loss:0.0013534, Val MRR:0.27258, yago11k_0.0003
2023-06-18 11:20:04,214 - yago11k_0.0003 - [INFO] - [E:28| 500]: Train Loss:0.0013532, Val MRR:0.27258, yago11k_0.0003
2023-06-18 11:21:09,669 - yago11k_0.0003 - [INFO] - [E:28| 600]: Train Loss:0.0013532, Val MRR:0.27258, yago11k_0.0003
2023-06-18 11:21:09,670 - yago11k_0.0003 - [INFO] - [Epoch:28]: Training Loss:0.001353
2023-06-18 11:21:09,896 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 11:21:22,429 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 11:21:34,898 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 28 valid]:
MRR: Tail : 0.3476, Head : 0.20076, Avg : 0.27418
2023-06-18 11:21:36,821 - yago11k_0.0003 - [INFO] - [Epoch 28]: Training Loss: 0.0013532, Valid MRR: 0.27418,
2023-06-18 11:21:37,484 - yago11k_0.0003 - [INFO] - [E:29| 0]: Train Loss:0.0013263, Val MRR:0.27418, yago11k_0.0003
2023-06-18 11:22:43,227 - yago11k_0.0003 - [INFO] - [E:29| 100]: Train Loss:0.0013428, Val MRR:0.27418, yago11k_0.0003
2023-06-18 11:23:49,141 - yago11k_0.0003 - [INFO] - [E:29| 200]: Train Loss:0.0013421, Val MRR:0.27418, yago11k_0.0003
2023-06-18 11:24:55,018 - yago11k_0.0003 - [INFO] - [E:29| 300]: Train Loss:0.0013404, Val MRR:0.27418, yago11k_0.0003
2023-06-18 11:26:00,543 - yago11k_0.0003 - [INFO] - [E:29| 400]: Train Loss:0.0013414, Val MRR:0.27418, yago11k_0.0003
2023-06-18 11:27:06,291 - yago11k_0.0003 - [INFO] - [E:29| 500]: Train Loss:0.0013422, Val MRR:0.27418, yago11k_0.0003
2023-06-18 11:28:11,803 - yago11k_0.0003 - [INFO] - [E:29| 600]: Train Loss:0.0013422, Val MRR:0.27418, yago11k_0.0003
2023-06-18 11:28:11,803 - yago11k_0.0003 - [INFO] - [Epoch:29]: Training Loss:0.001342
2023-06-18 11:28:12,027 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 11:28:24,534 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 11:28:36,990 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 29 valid]:
MRR: Tail : 0.35711, Head : 0.20215, Avg : 0.27963
MR: Tail : 439.08, Head : 728.93, Avg : 584.0
Hit-1: Tail : 0.25882, Head : 0.15768, Avg : 0.20825
Hit-3: Tail : 0.40289, Head : 0.19353, Avg : 0.29821
Hit-10: Tail : 0.54668, Head : 0.29425, Avg : 0.42046
2023-06-18 11:28:38,784 - yago11k_0.0003 - [INFO] - [Epoch 29]: Training Loss: 0.0013422, Valid MRR: 0.27963,
2023-06-18 11:28:39,461 - yago11k_0.0003 - [INFO] - [E:30| 0]: Train Loss:0.0013086, Val MRR:0.27963, yago11k_0.0003
2023-06-18 11:29:45,288 - yago11k_0.0003 - [INFO] - [E:30| 100]: Train Loss:0.001328, Val MRR:0.27963, yago11k_0.0003
2023-06-18 11:30:51,017 - yago11k_0.0003 - [INFO] - [E:30| 200]: Train Loss:0.0013318, Val MRR:0.27963, yago11k_0.0003
2023-06-18 11:31:56,640 - yago11k_0.0003 - [INFO] - [E:30| 300]: Train Loss:0.0013318, Val MRR:0.27963, yago11k_0.0003
2023-06-18 11:33:02,285 - yago11k_0.0003 - [INFO] - [E:30| 400]: Train Loss:0.0013315, Val MRR:0.27963, yago11k_0.0003
2023-06-18 11:34:08,151 - yago11k_0.0003 - [INFO] - [E:30| 500]: Train Loss:0.0013312, Val MRR:0.27963, yago11k_0.0003
2023-06-18 11:35:13,539 - yago11k_0.0003 - [INFO] - [E:30| 600]: Train Loss:0.0013311, Val MRR:0.27963, yago11k_0.0003
2023-06-18 11:35:13,539 - yago11k_0.0003 - [INFO] - [Epoch:30]: Training Loss:0.001331
2023-06-18 11:35:13,760 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 11:35:26,368 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 11:35:38,831 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 30 valid]:
MRR: Tail : 0.35455, Head : 0.20459, Avg : 0.27957
2023-06-18 11:35:38,831 - yago11k_0.0003 - [INFO] - [Epoch 30]: Training Loss: 0.0013311, Valid MRR: 0.27963,
2023-06-18 11:35:39,504 - yago11k_0.0003 - [INFO] - [E:31| 0]: Train Loss:0.0013898, Val MRR:0.27963, yago11k_0.0003
2023-06-18 11:36:45,381 - yago11k_0.0003 - [INFO] - [E:31| 100]: Train Loss:0.0013243, Val MRR:0.27963, yago11k_0.0003
2023-06-18 11:37:51,057 - yago11k_0.0003 - [INFO] - [E:31| 200]: Train Loss:0.0013223, Val MRR:0.27963, yago11k_0.0003
2023-06-18 11:38:56,792 - yago11k_0.0003 - [INFO] - [E:31| 300]: Train Loss:0.0013222, Val MRR:0.27963, yago11k_0.0003
2023-06-18 11:40:02,554 - yago11k_0.0003 - [INFO] - [E:31| 400]: Train Loss:0.0013222, Val MRR:0.27963, yago11k_0.0003
2023-06-18 11:41:08,309 - yago11k_0.0003 - [INFO] - [E:31| 500]: Train Loss:0.0013223, Val MRR:0.27963, yago11k_0.0003
2023-06-18 11:42:13,727 - yago11k_0.0003 - [INFO] - [E:31| 600]: Train Loss:0.0013225, Val MRR:0.27963, yago11k_0.0003
2023-06-18 11:42:13,728 - yago11k_0.0003 - [INFO] - [Epoch:31]: Training Loss:0.001323
2023-06-18 11:42:13,955 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 11:42:26,461 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 11:42:38,826 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 31 valid]:
MRR: Tail : 0.35856, Head : 0.21043, Avg : 0.2845
2023-06-18 11:42:40,598 - yago11k_0.0003 - [INFO] - [Epoch 31]: Training Loss: 0.0013225, Valid MRR: 0.2845,
2023-06-18 11:42:41,268 - yago11k_0.0003 - [INFO] - [E:32| 0]: Train Loss:0.0012985, Val MRR:0.2845, yago11k_0.0003
2023-06-18 11:43:46,907 - yago11k_0.0003 - [INFO] - [E:32| 100]: Train Loss:0.0013125, Val MRR:0.2845, yago11k_0.0003
2023-06-18 11:44:52,721 - yago11k_0.0003 - [INFO] - [E:32| 200]: Train Loss:0.0013149, Val MRR:0.2845, yago11k_0.0003
2023-06-18 11:45:58,554 - yago11k_0.0003 - [INFO] - [E:32| 300]: Train Loss:0.001315, Val MRR:0.2845, yago11k_0.0003
2023-06-18 11:47:04,291 - yago11k_0.0003 - [INFO] - [E:32| 400]: Train Loss:0.0013145, Val MRR:0.2845, yago11k_0.0003
2023-06-18 11:48:10,177 - yago11k_0.0003 - [INFO] - [E:32| 500]: Train Loss:0.001315, Val MRR:0.2845, yago11k_0.0003
2023-06-18 11:49:15,458 - yago11k_0.0003 - [INFO] - [E:32| 600]: Train Loss:0.0013147, Val MRR:0.2845, yago11k_0.0003
2023-06-18 11:49:15,459 - yago11k_0.0003 - [INFO] - [Epoch:32]: Training Loss:0.001315
2023-06-18 11:49:15,680 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 11:49:28,250 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 11:49:40,662 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 32 valid]:
MRR: Tail : 0.36752, Head : 0.21244, Avg : 0.28998
2023-06-18 11:49:42,518 - yago11k_0.0003 - [INFO] - [Epoch 32]: Training Loss: 0.0013147, Valid MRR: 0.28998,
2023-06-18 11:49:43,192 - yago11k_0.0003 - [INFO] - [E:33| 0]: Train Loss:0.0013472, Val MRR:0.28998, yago11k_0.0003
2023-06-18 11:50:48,906 - yago11k_0.0003 - [INFO] - [E:33| 100]: Train Loss:0.0013054, Val MRR:0.28998, yago11k_0.0003
2023-06-18 11:51:54,712 - yago11k_0.0003 - [INFO] - [E:33| 200]: Train Loss:0.0013033, Val MRR:0.28998, yago11k_0.0003
2023-06-18 11:53:00,425 - yago11k_0.0003 - [INFO] - [E:33| 300]: Train Loss:0.0013043, Val MRR:0.28998, yago11k_0.0003
2023-06-18 11:54:06,259 - yago11k_0.0003 - [INFO] - [E:33| 400]: Train Loss:0.0013049, Val MRR:0.28998, yago11k_0.0003
2023-06-18 11:55:12,042 - yago11k_0.0003 - [INFO] - [E:33| 500]: Train Loss:0.0013059, Val MRR:0.28998, yago11k_0.0003
2023-06-18 11:56:17,474 - yago11k_0.0003 - [INFO] - [E:33| 600]: Train Loss:0.0013069, Val MRR:0.28998, yago11k_0.0003
2023-06-18 11:56:17,475 - yago11k_0.0003 - [INFO] - [Epoch:33]: Training Loss:0.001307
2023-06-18 11:56:17,701 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 11:56:30,234 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 11:56:42,696 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 33 valid]:
MRR: Tail : 0.36433, Head : 0.21274, Avg : 0.28854
2023-06-18 11:56:42,697 - yago11k_0.0003 - [INFO] - [Epoch 33]: Training Loss: 0.0013069, Valid MRR: 0.28998,
2023-06-18 11:56:43,374 - yago11k_0.0003 - [INFO] - [E:34| 0]: Train Loss:0.0013043, Val MRR:0.28998, yago11k_0.0003
2023-06-18 11:57:49,229 - yago11k_0.0003 - [INFO] - [E:34| 100]: Train Loss:0.0013049, Val MRR:0.28998, yago11k_0.0003
2023-06-18 11:58:54,992 - yago11k_0.0003 - [INFO] - [E:34| 200]: Train Loss:0.0013014, Val MRR:0.28998, yago11k_0.0003
2023-06-18 12:00:00,809 - yago11k_0.0003 - [INFO] - [E:34| 300]: Train Loss:0.0012993, Val MRR:0.28998, yago11k_0.0003
2023-06-18 12:01:06,594 - yago11k_0.0003 - [INFO] - [E:34| 400]: Train Loss:0.0013, Val MRR:0.28998, yago11k_0.0003
2023-06-18 12:02:12,568 - yago11k_0.0003 - [INFO] - [E:34| 500]: Train Loss:0.0012994, Val MRR:0.28998, yago11k_0.0003
2023-06-18 12:03:18,049 - yago11k_0.0003 - [INFO] - [E:34| 600]: Train Loss:0.0012994, Val MRR:0.28998, yago11k_0.0003
2023-06-18 12:03:18,049 - yago11k_0.0003 - [INFO] - [Epoch:34]: Training Loss:0.001299
2023-06-18 12:03:18,275 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 12:03:30,844 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 12:03:43,317 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 34 valid]:
MRR: Tail : 0.36055, Head : 0.21241, Avg : 0.28648
2023-06-18 12:03:43,317 - yago11k_0.0003 - [INFO] - [Epoch 34]: Training Loss: 0.0012994, Valid MRR: 0.28998,
2023-06-18 12:03:43,989 - yago11k_0.0003 - [INFO] - [E:35| 0]: Train Loss:0.001354, Val MRR:0.28998, yago11k_0.0003
2023-06-18 12:04:49,655 - yago11k_0.0003 - [INFO] - [E:35| 100]: Train Loss:0.0012971, Val MRR:0.28998, yago11k_0.0003
2023-06-18 12:05:55,393 - yago11k_0.0003 - [INFO] - [E:35| 200]: Train Loss:0.001295, Val MRR:0.28998, yago11k_0.0003
2023-06-18 12:07:01,141 - yago11k_0.0003 - [INFO] - [E:35| 300]: Train Loss:0.0012932, Val MRR:0.28998, yago11k_0.0003
2023-06-18 12:08:06,787 - yago11k_0.0003 - [INFO] - [E:35| 400]: Train Loss:0.0012937, Val MRR:0.28998, yago11k_0.0003
2023-06-18 12:09:12,582 - yago11k_0.0003 - [INFO] - [E:35| 500]: Train Loss:0.001293, Val MRR:0.28998, yago11k_0.0003
2023-06-18 12:10:17,878 - yago11k_0.0003 - [INFO] - [E:35| 600]: Train Loss:0.0012934, Val MRR:0.28998, yago11k_0.0003
2023-06-18 12:10:17,878 - yago11k_0.0003 - [INFO] - [Epoch:35]: Training Loss:0.001293
2023-06-18 12:10:18,105 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 12:10:30,671 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 12:10:42,972 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 35 valid]:
MRR: Tail : 0.37032, Head : 0.21907, Avg : 0.2947
2023-06-18 12:10:44,705 - yago11k_0.0003 - [INFO] - [Epoch 35]: Training Loss: 0.0012934, Valid MRR: 0.2947,
2023-06-18 12:10:45,380 - yago11k_0.0003 - [INFO] - [E:36| 0]: Train Loss:0.0012726, Val MRR:0.2947, yago11k_0.0003
2023-06-18 12:11:51,222 - yago11k_0.0003 - [INFO] - [E:36| 100]: Train Loss:0.0012812, Val MRR:0.2947, yago11k_0.0003
2023-06-18 12:12:56,913 - yago11k_0.0003 - [INFO] - [E:36| 200]: Train Loss:0.0012845, Val MRR:0.2947, yago11k_0.0003
2023-06-18 12:14:02,837 - yago11k_0.0003 - [INFO] - [E:36| 300]: Train Loss:0.0012855, Val MRR:0.2947, yago11k_0.0003
2023-06-18 12:15:08,495 - yago11k_0.0003 - [INFO] - [E:36| 400]: Train Loss:0.0012854, Val MRR:0.2947, yago11k_0.0003
2023-06-18 12:16:14,332 - yago11k_0.0003 - [INFO] - [E:36| 500]: Train Loss:0.001287, Val MRR:0.2947, yago11k_0.0003
2023-06-18 12:17:19,435 - yago11k_0.0003 - [INFO] - [E:36| 600]: Train Loss:0.0012873, Val MRR:0.2947, yago11k_0.0003
2023-06-18 12:17:19,435 - yago11k_0.0003 - [INFO] - [Epoch:36]: Training Loss:0.001287
2023-06-18 12:17:19,658 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 12:17:32,294 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 12:17:44,725 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 36 valid]:
MRR: Tail : 0.37068, Head : 0.22043, Avg : 0.29556
2023-06-18 12:17:46,380 - yago11k_0.0003 - [INFO] - [Epoch 36]: Training Loss: 0.0012873, Valid MRR: 0.29556,
2023-06-18 12:17:47,064 - yago11k_0.0003 - [INFO] - [E:37| 0]: Train Loss:0.001275, Val MRR:0.29556, yago11k_0.0003
2023-06-18 12:18:52,597 - yago11k_0.0003 - [INFO] - [E:37| 100]: Train Loss:0.0012795, Val MRR:0.29556, yago11k_0.0003
2023-06-18 12:19:58,243 - yago11k_0.0003 - [INFO] - [E:37| 200]: Train Loss:0.0012819, Val MRR:0.29556, yago11k_0.0003
2023-06-18 12:21:04,011 - yago11k_0.0003 - [INFO] - [E:37| 300]: Train Loss:0.0012816, Val MRR:0.29556, yago11k_0.0003
2023-06-18 12:22:09,799 - yago11k_0.0003 - [INFO] - [E:37| 400]: Train Loss:0.0012819, Val MRR:0.29556, yago11k_0.0003
2023-06-18 12:23:15,404 - yago11k_0.0003 - [INFO] - [E:37| 500]: Train Loss:0.0012829, Val MRR:0.29556, yago11k_0.0003
2023-06-18 12:24:20,788 - yago11k_0.0003 - [INFO] - [E:37| 600]: Train Loss:0.0012817, Val MRR:0.29556, yago11k_0.0003
2023-06-18 12:24:20,789 - yago11k_0.0003 - [INFO] - [Epoch:37]: Training Loss:0.001282
2023-06-18 12:24:21,015 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 12:24:33,624 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 12:24:46,067 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 37 valid]:
MRR: Tail : 0.37336, Head : 0.22309, Avg : 0.29823
2023-06-18 12:24:47,895 - yago11k_0.0003 - [INFO] - [Epoch 37]: Training Loss: 0.0012817, Valid MRR: 0.29823,
2023-06-18 12:24:48,579 - yago11k_0.0003 - [INFO] - [E:38| 0]: Train Loss:0.0012516, Val MRR:0.29823, yago11k_0.0003
2023-06-18 12:25:54,177 - yago11k_0.0003 - [INFO] - [E:38| 100]: Train Loss:0.001276, Val MRR:0.29823, yago11k_0.0003
2023-06-18 12:26:59,686 - yago11k_0.0003 - [INFO] - [E:38| 200]: Train Loss:0.0012761, Val MRR:0.29823, yago11k_0.0003
2023-06-18 12:28:05,423 - yago11k_0.0003 - [INFO] - [E:38| 300]: Train Loss:0.0012759, Val MRR:0.29823, yago11k_0.0003
2023-06-18 12:29:11,300 - yago11k_0.0003 - [INFO] - [E:38| 400]: Train Loss:0.0012756, Val MRR:0.29823, yago11k_0.0003
2023-06-18 12:30:17,101 - yago11k_0.0003 - [INFO] - [E:38| 500]: Train Loss:0.0012759, Val MRR:0.29823, yago11k_0.0003
2023-06-18 12:31:22,375 - yago11k_0.0003 - [INFO] - [E:38| 600]: Train Loss:0.0012757, Val MRR:0.29823, yago11k_0.0003
2023-06-18 12:31:22,376 - yago11k_0.0003 - [INFO] - [Epoch:38]: Training Loss:0.001276
2023-06-18 12:31:22,597 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 12:31:35,167 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 12:31:47,619 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 38 valid]:
MRR: Tail : 0.37337, Head : 0.2203, Avg : 0.29683
2023-06-18 12:31:47,619 - yago11k_0.0003 - [INFO] - [Epoch 38]: Training Loss: 0.0012757, Valid MRR: 0.29823,
2023-06-18 12:31:48,298 - yago11k_0.0003 - [INFO] - [E:39| 0]: Train Loss:0.0012688, Val MRR:0.29823, yago11k_0.0003
2023-06-18 12:32:54,087 - yago11k_0.0003 - [INFO] - [E:39| 100]: Train Loss:0.0012683, Val MRR:0.29823, yago11k_0.0003
2023-06-18 12:33:59,978 - yago11k_0.0003 - [INFO] - [E:39| 200]: Train Loss:0.0012699, Val MRR:0.29823, yago11k_0.0003
2023-06-18 12:35:05,613 - yago11k_0.0003 - [INFO] - [E:39| 300]: Train Loss:0.0012708, Val MRR:0.29823, yago11k_0.0003
2023-06-18 12:36:11,411 - yago11k_0.0003 - [INFO] - [E:39| 400]: Train Loss:0.0012712, Val MRR:0.29823, yago11k_0.0003
2023-06-18 12:37:17,052 - yago11k_0.0003 - [INFO] - [E:39| 500]: Train Loss:0.0012707, Val MRR:0.29823, yago11k_0.0003
2023-06-18 12:38:22,134 - yago11k_0.0003 - [INFO] - [E:39| 600]: Train Loss:0.0012714, Val MRR:0.29823, yago11k_0.0003
2023-06-18 12:38:22,134 - yago11k_0.0003 - [INFO] - [Epoch:39]: Training Loss:0.001271
2023-06-18 12:38:22,361 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 12:38:34,907 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 12:38:47,346 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 39 valid]:
MRR: Tail : 0.37672, Head : 0.22647, Avg : 0.3016
MR: Tail : 476.8, Head : 793.84, Avg : 635.32
Hit-1: Tail : 0.28577, Head : 0.17866, Avg : 0.23222
Hit-3: Tail : 0.41442, Head : 0.22242, Avg : 0.31842
Hit-10: Tail : 0.5546, Head : 0.31967, Avg : 0.43714
2023-06-18 12:38:48,929 - yago11k_0.0003 - [INFO] - [Epoch 39]: Training Loss: 0.0012714, Valid MRR: 0.3016,
2023-06-18 12:38:49,615 - yago11k_0.0003 - [INFO] - [E:40| 0]: Train Loss:0.0012588, Val MRR:0.3016, yago11k_0.0003
2023-06-18 12:39:55,403 - yago11k_0.0003 - [INFO] - [E:40| 100]: Train Loss:0.001256, Val MRR:0.3016, yago11k_0.0003
2023-06-18 12:41:01,000 - yago11k_0.0003 - [INFO] - [E:40| 200]: Train Loss:0.001261, Val MRR:0.3016, yago11k_0.0003
2023-06-18 12:42:06,718 - yago11k_0.0003 - [INFO] - [E:40| 300]: Train Loss:0.0012656, Val MRR:0.3016, yago11k_0.0003
2023-06-18 12:43:12,626 - yago11k_0.0003 - [INFO] - [E:40| 400]: Train Loss:0.0012658, Val MRR:0.3016, yago11k_0.0003
2023-06-18 12:44:18,436 - yago11k_0.0003 - [INFO] - [E:40| 500]: Train Loss:0.0012673, Val MRR:0.3016, yago11k_0.0003
2023-06-18 12:45:23,620 - yago11k_0.0003 - [INFO] - [E:40| 600]: Train Loss:0.0012677, Val MRR:0.3016, yago11k_0.0003
2023-06-18 12:45:23,621 - yago11k_0.0003 - [INFO] - [Epoch:40]: Training Loss:0.001268
2023-06-18 12:45:23,846 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 12:45:36,400 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 12:45:48,837 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 40 valid]:
MRR: Tail : 0.37523, Head : 0.22105, Avg : 0.29814
2023-06-18 12:45:48,837 - yago11k_0.0003 - [INFO] - [Epoch 40]: Training Loss: 0.0012677, Valid MRR: 0.3016,
2023-06-18 12:45:49,511 - yago11k_0.0003 - [INFO] - [E:41| 0]: Train Loss:0.0012213, Val MRR:0.3016, yago11k_0.0003
2023-06-18 12:46:55,293 - yago11k_0.0003 - [INFO] - [E:41| 100]: Train Loss:0.0012626, Val MRR:0.3016, yago11k_0.0003
2023-06-18 12:48:01,048 - yago11k_0.0003 - [INFO] - [E:41| 200]: Train Loss:0.0012622, Val MRR:0.3016, yago11k_0.0003
2023-06-18 12:49:06,682 - yago11k_0.0003 - [INFO] - [E:41| 300]: Train Loss:0.0012609, Val MRR:0.3016, yago11k_0.0003
2023-06-18 12:50:12,507 - yago11k_0.0003 - [INFO] - [E:41| 400]: Train Loss:0.0012612, Val MRR:0.3016, yago11k_0.0003
2023-06-18 12:51:18,277 - yago11k_0.0003 - [INFO] - [E:41| 500]: Train Loss:0.0012619, Val MRR:0.3016, yago11k_0.0003
2023-06-18 12:52:23,373 - yago11k_0.0003 - [INFO] - [E:41| 600]: Train Loss:0.0012618, Val MRR:0.3016, yago11k_0.0003
2023-06-18 12:52:23,374 - yago11k_0.0003 - [INFO] - [Epoch:41]: Training Loss:0.001262
2023-06-18 12:52:23,596 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 12:52:36,189 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 12:52:48,658 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 41 valid]:
MRR: Tail : 0.37705, Head : 0.22625, Avg : 0.30165
2023-06-18 12:52:50,491 - yago11k_0.0003 - [INFO] - [Epoch 41]: Training Loss: 0.0012618, Valid MRR: 0.30165,
2023-06-18 12:52:51,163 - yago11k_0.0003 - [INFO] - [E:42| 0]: Train Loss:0.0012756, Val MRR:0.30165, yago11k_0.0003
2023-06-18 12:53:56,584 - yago11k_0.0003 - [INFO] - [E:42| 100]: Train Loss:0.0012618, Val MRR:0.30165, yago11k_0.0003
2023-06-18 12:55:02,043 - yago11k_0.0003 - [INFO] - [E:42| 200]: Train Loss:0.0012585, Val MRR:0.30165, yago11k_0.0003
2023-06-18 12:56:07,449 - yago11k_0.0003 - [INFO] - [E:42| 300]: Train Loss:0.001259, Val MRR:0.30165, yago11k_0.0003
2023-06-18 12:57:13,014 - yago11k_0.0003 - [INFO] - [E:42| 400]: Train Loss:0.0012579, Val MRR:0.30165, yago11k_0.0003
2023-06-18 12:58:18,424 - yago11k_0.0003 - [INFO] - [E:42| 500]: Train Loss:0.0012583, Val MRR:0.30165, yago11k_0.0003
2023-06-18 12:59:23,560 - yago11k_0.0003 - [INFO] - [E:42| 600]: Train Loss:0.0012584, Val MRR:0.30165, yago11k_0.0003
2023-06-18 12:59:23,561 - yago11k_0.0003 - [INFO] - [Epoch:42]: Training Loss:0.001258
2023-06-18 12:59:23,786 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 12:59:36,216 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 12:59:48,521 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 42 valid]:
MRR: Tail : 0.37859, Head : 0.22595, Avg : 0.30227
2023-06-18 12:59:50,270 - yago11k_0.0003 - [INFO] - [Epoch 42]: Training Loss: 0.0012584, Valid MRR: 0.30227,
2023-06-18 12:59:50,951 - yago11k_0.0003 - [INFO] - [E:43| 0]: Train Loss:0.0012177, Val MRR:0.30227, yago11k_0.0003
2023-06-18 13:00:56,374 - yago11k_0.0003 - [INFO] - [E:43| 100]: Train Loss:0.0012506, Val MRR:0.30227, yago11k_0.0003
2023-06-18 13:02:01,793 - yago11k_0.0003 - [INFO] - [E:43| 200]: Train Loss:0.0012542, Val MRR:0.30227, yago11k_0.0003
2023-06-18 13:03:07,190 - yago11k_0.0003 - [INFO] - [E:43| 300]: Train Loss:0.0012535, Val MRR:0.30227, yago11k_0.0003
2023-06-18 13:04:12,606 - yago11k_0.0003 - [INFO] - [E:43| 400]: Train Loss:0.0012537, Val MRR:0.30227, yago11k_0.0003
2023-06-18 13:05:18,004 - yago11k_0.0003 - [INFO] - [E:43| 500]: Train Loss:0.0012539, Val MRR:0.30227, yago11k_0.0003
2023-06-18 13:06:22,928 - yago11k_0.0003 - [INFO] - [E:43| 600]: Train Loss:0.0012545, Val MRR:0.30227, yago11k_0.0003
2023-06-18 13:06:22,928 - yago11k_0.0003 - [INFO] - [Epoch:43]: Training Loss:0.001254
2023-06-18 13:06:23,150 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 13:06:35,627 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 13:06:47,984 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 43 valid]:
MRR: Tail : 0.3786, Head : 0.22656, Avg : 0.30258
2023-06-18 13:06:49,787 - yago11k_0.0003 - [INFO] - [Epoch 43]: Training Loss: 0.0012545, Valid MRR: 0.30258,
2023-06-18 13:06:50,451 - yago11k_0.0003 - [INFO] - [E:44| 0]: Train Loss:0.0012187, Val MRR:0.30258, yago11k_0.0003
2023-06-18 13:07:56,033 - yago11k_0.0003 - [INFO] - [E:44| 100]: Train Loss:0.0012487, Val MRR:0.30258, yago11k_0.0003
2023-06-18 13:09:01,392 - yago11k_0.0003 - [INFO] - [E:44| 200]: Train Loss:0.0012493, Val MRR:0.30258, yago11k_0.0003
2023-06-18 13:10:06,851 - yago11k_0.0003 - [INFO] - [E:44| 300]: Train Loss:0.0012486, Val MRR:0.30258, yago11k_0.0003
2023-06-18 13:11:12,315 - yago11k_0.0003 - [INFO] - [E:44| 400]: Train Loss:0.0012503, Val MRR:0.30258, yago11k_0.0003
2023-06-18 13:12:17,658 - yago11k_0.0003 - [INFO] - [E:44| 500]: Train Loss:0.0012507, Val MRR:0.30258, yago11k_0.0003
2023-06-18 13:13:22,823 - yago11k_0.0003 - [INFO] - [E:44| 600]: Train Loss:0.0012512, Val MRR:0.30258, yago11k_0.0003
2023-06-18 13:13:22,823 - yago11k_0.0003 - [INFO] - [Epoch:44]: Training Loss:0.001251
2023-06-18 13:13:23,043 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 13:13:35,567 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 13:13:47,902 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 44 valid]:
MRR: Tail : 0.37547, Head : 0.22623, Avg : 0.30085
2023-06-18 13:13:47,903 - yago11k_0.0003 - [INFO] - [Epoch 44]: Training Loss: 0.0012512, Valid MRR: 0.30258,
2023-06-18 13:13:48,571 - yago11k_0.0003 - [INFO] - [E:45| 0]: Train Loss:0.0012314, Val MRR:0.30258, yago11k_0.0003
2023-06-18 13:14:54,006 - yago11k_0.0003 - [INFO] - [E:45| 100]: Train Loss:0.0012462, Val MRR:0.30258, yago11k_0.0003
2023-06-18 13:15:59,353 - yago11k_0.0003 - [INFO] - [E:45| 200]: Train Loss:0.0012451, Val MRR:0.30258, yago11k_0.0003
2023-06-18 13:17:04,802 - yago11k_0.0003 - [INFO] - [E:45| 300]: Train Loss:0.0012462, Val MRR:0.30258, yago11k_0.0003
2023-06-18 13:18:10,166 - yago11k_0.0003 - [INFO] - [E:45| 400]: Train Loss:0.0012472, Val MRR:0.30258, yago11k_0.0003
2023-06-18 13:19:15,615 - yago11k_0.0003 - [INFO] - [E:45| 500]: Train Loss:0.0012473, Val MRR:0.30258, yago11k_0.0003
2023-06-18 13:20:20,657 - yago11k_0.0003 - [INFO] - [E:45| 600]: Train Loss:0.0012475, Val MRR:0.30258, yago11k_0.0003
2023-06-18 13:20:20,658 - yago11k_0.0003 - [INFO] - [Epoch:45]: Training Loss:0.001247
2023-06-18 13:20:20,879 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 13:20:33,364 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 13:20:45,739 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 45 valid]:
MRR: Tail : 0.38215, Head : 0.22598, Avg : 0.30406
2023-06-18 13:20:47,473 - yago11k_0.0003 - [INFO] - [Epoch 45]: Training Loss: 0.0012475, Valid MRR: 0.30406,
2023-06-18 13:20:48,143 - yago11k_0.0003 - [INFO] - [E:46| 0]: Train Loss:0.0012224, Val MRR:0.30406, yago11k_0.0003
2023-06-18 13:21:53,376 - yago11k_0.0003 - [INFO] - [E:46| 100]: Train Loss:0.0012368, Val MRR:0.30406, yago11k_0.0003
2023-06-18 13:22:58,581 - yago11k_0.0003 - [INFO] - [E:46| 200]: Train Loss:0.0012399, Val MRR:0.30406, yago11k_0.0003
2023-06-18 13:24:03,997 - yago11k_0.0003 - [INFO] - [E:46| 300]: Train Loss:0.0012432, Val MRR:0.30406, yago11k_0.0003
2023-06-18 13:25:09,463 - yago11k_0.0003 - [INFO] - [E:46| 400]: Train Loss:0.0012432, Val MRR:0.30406, yago11k_0.0003
2023-06-18 13:26:14,963 - yago11k_0.0003 - [INFO] - [E:46| 500]: Train Loss:0.0012442, Val MRR:0.30406, yago11k_0.0003
2023-06-18 13:27:19,920 - yago11k_0.0003 - [INFO] - [E:46| 600]: Train Loss:0.0012442, Val MRR:0.30406, yago11k_0.0003
2023-06-18 13:27:19,921 - yago11k_0.0003 - [INFO] - [Epoch:46]: Training Loss:0.001244
2023-06-18 13:27:20,145 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 13:27:32,540 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 13:27:44,884 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 46 valid]:
MRR: Tail : 0.38084, Head : 0.22876, Avg : 0.3048
2023-06-18 13:27:46,626 - yago11k_0.0003 - [INFO] - [Epoch 46]: Training Loss: 0.0012442, Valid MRR: 0.3048,
2023-06-18 13:27:47,298 - yago11k_0.0003 - [INFO] - [E:47| 0]: Train Loss:0.0012201, Val MRR:0.3048, yago11k_0.0003
2023-06-18 13:28:52,943 - yago11k_0.0003 - [INFO] - [E:47| 100]: Train Loss:0.0012414, Val MRR:0.3048, yago11k_0.0003
2023-06-18 13:29:58,202 - yago11k_0.0003 - [INFO] - [E:47| 200]: Train Loss:0.0012395, Val MRR:0.3048, yago11k_0.0003
2023-06-18 13:31:03,822 - yago11k_0.0003 - [INFO] - [E:47| 300]: Train Loss:0.0012408, Val MRR:0.3048, yago11k_0.0003
2023-06-18 13:32:09,252 - yago11k_0.0003 - [INFO] - [E:47| 400]: Train Loss:0.0012417, Val MRR:0.3048, yago11k_0.0003
2023-06-18 13:33:14,590 - yago11k_0.0003 - [INFO] - [E:47| 500]: Train Loss:0.0012422, Val MRR:0.3048, yago11k_0.0003
2023-06-18 13:34:19,674 - yago11k_0.0003 - [INFO] - [E:47| 600]: Train Loss:0.0012422, Val MRR:0.3048, yago11k_0.0003
2023-06-18 13:34:19,675 - yago11k_0.0003 - [INFO] - [Epoch:47]: Training Loss:0.001242
2023-06-18 13:34:19,900 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 13:34:32,444 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 13:34:44,846 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 47 valid]:
MRR: Tail : 0.38561, Head : 0.22658, Avg : 0.30609
2023-06-18 13:34:46,379 - yago11k_0.0003 - [INFO] - [Epoch 47]: Training Loss: 0.0012422, Valid MRR: 0.30609,
2023-06-18 13:34:47,058 - yago11k_0.0003 - [INFO] - [E:48| 0]: Train Loss:0.0012567, Val MRR:0.30609, yago11k_0.0003
2023-06-18 13:35:52,458 - yago11k_0.0003 - [INFO] - [E:48| 100]: Train Loss:0.0012365, Val MRR:0.30609, yago11k_0.0003
2023-06-18 13:36:57,879 - yago11k_0.0003 - [INFO] - [E:48| 200]: Train Loss:0.0012336, Val MRR:0.30609, yago11k_0.0003
2023-06-18 13:38:03,259 - yago11k_0.0003 - [INFO] - [E:48| 300]: Train Loss:0.0012354, Val MRR:0.30609, yago11k_0.0003
2023-06-18 13:39:08,942 - yago11k_0.0003 - [INFO] - [E:48| 400]: Train Loss:0.0012365, Val MRR:0.30609, yago11k_0.0003
2023-06-18 13:40:14,508 - yago11k_0.0003 - [INFO] - [E:48| 500]: Train Loss:0.0012373, Val MRR:0.30609, yago11k_0.0003
2023-06-18 13:41:19,512 - yago11k_0.0003 - [INFO] - [E:48| 600]: Train Loss:0.0012387, Val MRR:0.30609, yago11k_0.0003
2023-06-18 13:41:19,512 - yago11k_0.0003 - [INFO] - [Epoch:48]: Training Loss:0.001239
2023-06-18 13:41:19,738 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 13:41:32,257 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 13:41:44,683 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 48 valid]:
MRR: Tail : 0.38848, Head : 0.22535, Avg : 0.30691
2023-06-18 13:41:46,265 - yago11k_0.0003 - [INFO] - [Epoch 48]: Training Loss: 0.0012387, Valid MRR: 0.30691,
2023-06-18 13:41:46,940 - yago11k_0.0003 - [INFO] - [E:49| 0]: Train Loss:0.0011994, Val MRR:0.30691, yago11k_0.0003
2023-06-18 13:42:52,227 - yago11k_0.0003 - [INFO] - [E:49| 100]: Train Loss:0.0012334, Val MRR:0.30691, yago11k_0.0003
2023-06-18 13:43:57,635 - yago11k_0.0003 - [INFO] - [E:49| 200]: Train Loss:0.0012324, Val MRR:0.30691, yago11k_0.0003
2023-06-18 13:45:03,154 - yago11k_0.0003 - [INFO] - [E:49| 300]: Train Loss:0.0012346, Val MRR:0.30691, yago11k_0.0003
2023-06-18 13:46:08,500 - yago11k_0.0003 - [INFO] - [E:49| 400]: Train Loss:0.0012357, Val MRR:0.30691, yago11k_0.0003
2023-06-18 13:47:13,936 - yago11k_0.0003 - [INFO] - [E:49| 500]: Train Loss:0.0012354, Val MRR:0.30691, yago11k_0.0003
2023-06-18 13:48:18,980 - yago11k_0.0003 - [INFO] - [E:49| 600]: Train Loss:0.0012357, Val MRR:0.30691, yago11k_0.0003
2023-06-18 13:48:18,981 - yago11k_0.0003 - [INFO] - [Epoch:49]: Training Loss:0.001236
2023-06-18 13:48:19,201 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 13:48:31,620 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 13:48:44,027 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 49 valid]:
MRR: Tail : 0.39101, Head : 0.22391, Avg : 0.30746
MR: Tail : 442.54, Head : 835.67, Avg : 639.11
Hit-1: Tail : 0.29439, Head : 0.18199, Avg : 0.23819
Hit-3: Tail : 0.44151, Head : 0.21659, Avg : 0.32905
Hit-10: Tail : 0.57141, Head : 0.30536, Avg : 0.43839
2023-06-18 13:48:45,704 - yago11k_0.0003 - [INFO] - [Epoch 49]: Training Loss: 0.0012357, Valid MRR: 0.30746,
2023-06-18 13:48:46,371 - yago11k_0.0003 - [INFO] - [E:50| 0]: Train Loss:0.0011883, Val MRR:0.30746, yago11k_0.0003
2023-06-18 13:49:51,706 - yago11k_0.0003 - [INFO] - [E:50| 100]: Train Loss:0.0012263, Val MRR:0.30746, yago11k_0.0003
2023-06-18 13:50:57,453 - yago11k_0.0003 - [INFO] - [E:50| 200]: Train Loss:0.0012288, Val MRR:0.30746, yago11k_0.0003
2023-06-18 13:52:02,964 - yago11k_0.0003 - [INFO] - [E:50| 300]: Train Loss:0.001231, Val MRR:0.30746, yago11k_0.0003
2023-06-18 13:53:08,723 - yago11k_0.0003 - [INFO] - [E:50| 400]: Train Loss:0.0012318, Val MRR:0.30746, yago11k_0.0003
2023-06-18 13:54:14,429 - yago11k_0.0003 - [INFO] - [E:50| 500]: Train Loss:0.0012323, Val MRR:0.30746, yago11k_0.0003
2023-06-18 13:55:19,652 - yago11k_0.0003 - [INFO] - [E:50| 600]: Train Loss:0.001233, Val MRR:0.30746, yago11k_0.0003
2023-06-18 13:55:19,653 - yago11k_0.0003 - [INFO] - [Epoch:50]: Training Loss:0.001233
2023-06-18 13:55:19,877 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 13:55:32,386 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 13:55:44,859 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 50 valid]:
MRR: Tail : 0.38615, Head : 0.22669, Avg : 0.30642
2023-06-18 13:55:44,859 - yago11k_0.0003 - [INFO] - [Epoch 50]: Training Loss: 0.001233, Valid MRR: 0.30746,
2023-06-18 13:55:45,535 - yago11k_0.0003 - [INFO] - [E:51| 0]: Train Loss:0.0012277, Val MRR:0.30746, yago11k_0.0003
2023-06-18 13:56:51,416 - yago11k_0.0003 - [INFO] - [E:51| 100]: Train Loss:0.0012257, Val MRR:0.30746, yago11k_0.0003
2023-06-18 13:57:57,036 - yago11k_0.0003 - [INFO] - [E:51| 200]: Train Loss:0.0012263, Val MRR:0.30746, yago11k_0.0003
2023-06-18 13:59:02,919 - yago11k_0.0003 - [INFO] - [E:51| 300]: Train Loss:0.0012271, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:00:08,758 - yago11k_0.0003 - [INFO] - [E:51| 400]: Train Loss:0.0012289, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:01:14,494 - yago11k_0.0003 - [INFO] - [E:51| 500]: Train Loss:0.0012297, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:02:19,772 - yago11k_0.0003 - [INFO] - [E:51| 600]: Train Loss:0.0012309, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:02:19,772 - yago11k_0.0003 - [INFO] - [Epoch:51]: Training Loss:0.001231
2023-06-18 14:02:19,993 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 14:02:32,565 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 14:02:45,018 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 51 valid]:
MRR: Tail : 0.38634, Head : 0.22722, Avg : 0.30678
2023-06-18 14:02:45,019 - yago11k_0.0003 - [INFO] - [Epoch 51]: Training Loss: 0.0012309, Valid MRR: 0.30746,
2023-06-18 14:02:45,698 - yago11k_0.0003 - [INFO] - [E:52| 0]: Train Loss:0.0012121, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:03:51,529 - yago11k_0.0003 - [INFO] - [E:52| 100]: Train Loss:0.0012254, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:04:57,273 - yago11k_0.0003 - [INFO] - [E:52| 200]: Train Loss:0.0012244, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:06:03,006 - yago11k_0.0003 - [INFO] - [E:52| 300]: Train Loss:0.0012269, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:07:08,725 - yago11k_0.0003 - [INFO] - [E:52| 400]: Train Loss:0.0012278, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:08:14,523 - yago11k_0.0003 - [INFO] - [E:52| 500]: Train Loss:0.0012284, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:09:19,838 - yago11k_0.0003 - [INFO] - [E:52| 600]: Train Loss:0.0012291, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:09:19,838 - yago11k_0.0003 - [INFO] - [Epoch:52]: Training Loss:0.001229
2023-06-18 14:09:20,073 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 14:09:32,584 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 14:09:45,025 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 52 valid]:
MRR: Tail : 0.38467, Head : 0.22916, Avg : 0.30692
2023-06-18 14:09:45,025 - yago11k_0.0003 - [INFO] - [Epoch 52]: Training Loss: 0.0012291, Valid MRR: 0.30746,
2023-06-18 14:09:45,710 - yago11k_0.0003 - [INFO] - [E:53| 0]: Train Loss:0.0012258, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:10:51,361 - yago11k_0.0003 - [INFO] - [E:53| 100]: Train Loss:0.0012207, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:11:57,183 - yago11k_0.0003 - [INFO] - [E:53| 200]: Train Loss:0.0012219, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:13:02,852 - yago11k_0.0003 - [INFO] - [E:53| 300]: Train Loss:0.0012229, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:14:08,684 - yago11k_0.0003 - [INFO] - [E:53| 400]: Train Loss:0.001224, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:15:14,427 - yago11k_0.0003 - [INFO] - [E:53| 500]: Train Loss:0.0012241, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:16:19,617 - yago11k_0.0003 - [INFO] - [E:53| 600]: Train Loss:0.001226, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:16:19,618 - yago11k_0.0003 - [INFO] - [Epoch:53]: Training Loss:0.001226
2023-06-18 14:16:19,844 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 14:16:32,397 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 14:16:44,884 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 53 valid]:
MRR: Tail : 0.38674, Head : 0.2267, Avg : 0.30672
2023-06-18 14:16:44,884 - yago11k_0.0003 - [INFO] - [Epoch 53]: Training Loss: 0.001226, Valid MRR: 0.30746,
2023-06-18 14:16:45,543 - yago11k_0.0003 - [INFO] - [E:54| 0]: Train Loss:0.0011971, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:17:51,430 - yago11k_0.0003 - [INFO] - [E:54| 100]: Train Loss:0.0012201, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:18:57,195 - yago11k_0.0003 - [INFO] - [E:54| 200]: Train Loss:0.0012201, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:20:03,344 - yago11k_0.0003 - [INFO] - [E:54| 300]: Train Loss:0.0012209, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:21:09,137 - yago11k_0.0003 - [INFO] - [E:54| 400]: Train Loss:0.0012222, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:22:14,831 - yago11k_0.0003 - [INFO] - [E:54| 500]: Train Loss:0.001222, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:23:20,218 - yago11k_0.0003 - [INFO] - [E:54| 600]: Train Loss:0.0012237, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:23:20,219 - yago11k_0.0003 - [INFO] - [Epoch:54]: Training Loss:0.001224
2023-06-18 14:23:20,446 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 14:23:33,022 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 14:23:45,432 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 54 valid]:
MRR: Tail : 0.38572, Head : 0.22912, Avg : 0.30742
2023-06-18 14:23:45,432 - yago11k_0.0003 - [INFO] - [Epoch 54]: Training Loss: 0.0012237, Valid MRR: 0.30746,
2023-06-18 14:23:46,102 - yago11k_0.0003 - [INFO] - [E:55| 0]: Train Loss:0.0012277, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:24:52,086 - yago11k_0.0003 - [INFO] - [E:55| 100]: Train Loss:0.0012226, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:25:57,783 - yago11k_0.0003 - [INFO] - [E:55| 200]: Train Loss:0.0012221, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:27:03,376 - yago11k_0.0003 - [INFO] - [E:55| 300]: Train Loss:0.0012223, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:28:09,251 - yago11k_0.0003 - [INFO] - [E:55| 400]: Train Loss:0.0012224, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:29:14,857 - yago11k_0.0003 - [INFO] - [E:55| 500]: Train Loss:0.0012227, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:30:20,322 - yago11k_0.0003 - [INFO] - [E:55| 600]: Train Loss:0.001223, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:30:20,322 - yago11k_0.0003 - [INFO] - [Epoch:55]: Training Loss:0.001223
2023-06-18 14:30:20,547 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 14:30:33,139 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 14:30:45,544 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 55 valid]:
MRR: Tail : 0.38373, Head : 0.22932, Avg : 0.30652
2023-06-18 14:30:45,544 - yago11k_0.0003 - [INFO] - [Epoch 55]: Training Loss: 0.001223, Valid MRR: 0.30746,
2023-06-18 14:30:46,221 - yago11k_0.0003 - [INFO] - [E:56| 0]: Train Loss:0.0011765, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:31:51,836 - yago11k_0.0003 - [INFO] - [E:56| 100]: Train Loss:0.0012186, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:32:57,605 - yago11k_0.0003 - [INFO] - [E:56| 200]: Train Loss:0.0012194, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:34:03,456 - yago11k_0.0003 - [INFO] - [E:56| 300]: Train Loss:0.0012184, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:35:09,203 - yago11k_0.0003 - [INFO] - [E:56| 400]: Train Loss:0.0012189, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:36:15,038 - yago11k_0.0003 - [INFO] - [E:56| 500]: Train Loss:0.0012192, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:37:20,322 - yago11k_0.0003 - [INFO] - [E:56| 600]: Train Loss:0.0012198, Val MRR:0.30746, yago11k_0.0003
2023-06-18 14:37:20,322 - yago11k_0.0003 - [INFO] - [Epoch:56]: Training Loss:0.00122
2023-06-18 14:37:20,543 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 14:37:33,092 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 14:37:45,569 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 56 valid]:
MRR: Tail : 0.38924, Head : 0.22763, Avg : 0.30844
2023-06-18 14:37:47,442 - yago11k_0.0003 - [INFO] - [Epoch 56]: Training Loss: 0.0012198, Valid MRR: 0.30844,
2023-06-18 14:37:48,105 - yago11k_0.0003 - [INFO] - [E:57| 0]: Train Loss:0.0012802, Val MRR:0.30844, yago11k_0.0003
2023-06-18 14:38:53,893 - yago11k_0.0003 - [INFO] - [E:57| 100]: Train Loss:0.0012107, Val MRR:0.30844, yago11k_0.0003
2023-06-18 14:39:59,601 - yago11k_0.0003 - [INFO] - [E:57| 200]: Train Loss:0.0012136, Val MRR:0.30844, yago11k_0.0003
2023-06-18 14:41:05,536 - yago11k_0.0003 - [INFO] - [E:57| 300]: Train Loss:0.0012159, Val MRR:0.30844, yago11k_0.0003
2023-06-18 14:42:11,301 - yago11k_0.0003 - [INFO] - [E:57| 400]: Train Loss:0.0012165, Val MRR:0.30844, yago11k_0.0003
2023-06-18 14:43:17,021 - yago11k_0.0003 - [INFO] - [E:57| 500]: Train Loss:0.0012167, Val MRR:0.30844, yago11k_0.0003
2023-06-18 14:44:22,449 - yago11k_0.0003 - [INFO] - [E:57| 600]: Train Loss:0.0012173, Val MRR:0.30844, yago11k_0.0003
2023-06-18 14:44:22,449 - yago11k_0.0003 - [INFO] - [Epoch:57]: Training Loss:0.001217
2023-06-18 14:44:22,670 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 14:44:35,206 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 14:44:47,648 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 57 valid]:
MRR: Tail : 0.38672, Head : 0.23194, Avg : 0.30933
2023-06-18 14:44:50,440 - yago11k_0.0003 - [INFO] - [Epoch 57]: Training Loss: 0.0012173, Valid MRR: 0.30933,
2023-06-18 14:44:51,097 - yago11k_0.0003 - [INFO] - [E:58| 0]: Train Loss:0.0012342, Val MRR:0.30933, yago11k_0.0003
2023-06-18 14:45:56,885 - yago11k_0.0003 - [INFO] - [E:58| 100]: Train Loss:0.0012145, Val MRR:0.30933, yago11k_0.0003
2023-06-18 14:47:02,743 - yago11k_0.0003 - [INFO] - [E:58| 200]: Train Loss:0.0012154, Val MRR:0.30933, yago11k_0.0003
2023-06-18 14:48:08,649 - yago11k_0.0003 - [INFO] - [E:58| 300]: Train Loss:0.0012152, Val MRR:0.30933, yago11k_0.0003
2023-06-18 14:49:14,482 - yago11k_0.0003 - [INFO] - [E:58| 400]: Train Loss:0.0012143, Val MRR:0.30933, yago11k_0.0003
2023-06-18 14:50:20,237 - yago11k_0.0003 - [INFO] - [E:58| 500]: Train Loss:0.001215, Val MRR:0.30933, yago11k_0.0003
2023-06-18 14:51:25,597 - yago11k_0.0003 - [INFO] - [E:58| 600]: Train Loss:0.001216, Val MRR:0.30933, yago11k_0.0003
2023-06-18 14:51:25,597 - yago11k_0.0003 - [INFO] - [Epoch:58]: Training Loss:0.001216
2023-06-18 14:51:25,818 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 14:51:38,364 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 14:51:50,714 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 58 valid]:
MRR: Tail : 0.38845, Head : 0.23165, Avg : 0.31005
2023-06-18 14:51:52,395 - yago11k_0.0003 - [INFO] - [Epoch 58]: Training Loss: 0.001216, Valid MRR: 0.31005,
2023-06-18 14:51:53,067 - yago11k_0.0003 - [INFO] - [E:59| 0]: Train Loss:0.0011784, Val MRR:0.31005, yago11k_0.0003
2023-06-18 14:52:58,880 - yago11k_0.0003 - [INFO] - [E:59| 100]: Train Loss:0.0012111, Val MRR:0.31005, yago11k_0.0003
2023-06-18 14:54:04,527 - yago11k_0.0003 - [INFO] - [E:59| 200]: Train Loss:0.0012095, Val MRR:0.31005, yago11k_0.0003
2023-06-18 14:55:10,248 - yago11k_0.0003 - [INFO] - [E:59| 300]: Train Loss:0.0012112, Val MRR:0.31005, yago11k_0.0003
2023-06-18 14:56:16,060 - yago11k_0.0003 - [INFO] - [E:59| 400]: Train Loss:0.001212, Val MRR:0.31005, yago11k_0.0003
2023-06-18 14:57:21,688 - yago11k_0.0003 - [INFO] - [E:59| 500]: Train Loss:0.0012118, Val MRR:0.31005, yago11k_0.0003
2023-06-18 14:58:27,157 - yago11k_0.0003 - [INFO] - [E:59| 600]: Train Loss:0.0012134, Val MRR:0.31005, yago11k_0.0003
2023-06-18 14:58:27,158 - yago11k_0.0003 - [INFO] - [Epoch:59]: Training Loss:0.001213
2023-06-18 14:58:27,385 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 14:58:39,925 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 14:58:52,374 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 59 valid]:
MRR: Tail : 0.38583, Head : 0.23051, Avg : 0.30817
MR: Tail : 515.32, Head : 856.44, Avg : 685.88
Hit-1: Tail : 0.29314, Head : 0.18936, Avg : 0.24125
Hit-3: Tail : 0.42831, Head : 0.22451, Avg : 0.32641
Hit-10: Tail : 0.57196, Head : 0.30856, Avg : 0.44026
2023-06-18 14:58:52,374 - yago11k_0.0003 - [INFO] - [Epoch 59]: Training Loss: 0.0012134, Valid MRR: 0.31005,
2023-06-18 14:58:53,040 - yago11k_0.0003 - [INFO] - [E:60| 0]: Train Loss:0.0011819, Val MRR:0.31005, yago11k_0.0003
2023-06-18 14:59:58,842 - yago11k_0.0003 - [INFO] - [E:60| 100]: Train Loss:0.0012068, Val MRR:0.31005, yago11k_0.0003
2023-06-18 15:01:04,708 - yago11k_0.0003 - [INFO] - [E:60| 200]: Train Loss:0.0012097, Val MRR:0.31005, yago11k_0.0003
2023-06-18 15:02:10,273 - yago11k_0.0003 - [INFO] - [E:60| 300]: Train Loss:0.0012087, Val MRR:0.31005, yago11k_0.0003
2023-06-18 15:03:16,104 - yago11k_0.0003 - [INFO] - [E:60| 400]: Train Loss:0.00121, Val MRR:0.31005, yago11k_0.0003
2023-06-18 15:04:21,901 - yago11k_0.0003 - [INFO] - [E:60| 500]: Train Loss:0.0012104, Val MRR:0.31005, yago11k_0.0003
2023-06-18 15:05:27,171 - yago11k_0.0003 - [INFO] - [E:60| 600]: Train Loss:0.0012116, Val MRR:0.31005, yago11k_0.0003
2023-06-18 15:05:27,171 - yago11k_0.0003 - [INFO] - [Epoch:60]: Training Loss:0.001212
2023-06-18 15:05:27,392 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 15:05:40,012 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 15:05:52,516 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 60 valid]:
MRR: Tail : 0.38979, Head : 0.23106, Avg : 0.31043
2023-06-18 15:05:54,255 - yago11k_0.0003 - [INFO] - [Epoch 60]: Training Loss: 0.0012116, Valid MRR: 0.31043,
2023-06-18 15:05:54,924 - yago11k_0.0003 - [INFO] - [E:61| 0]: Train Loss:0.001205, Val MRR:0.31043, yago11k_0.0003
2023-06-18 15:07:00,852 - yago11k_0.0003 - [INFO] - [E:61| 100]: Train Loss:0.0012064, Val MRR:0.31043, yago11k_0.0003
2023-06-18 15:08:06,648 - yago11k_0.0003 - [INFO] - [E:61| 200]: Train Loss:0.0012076, Val MRR:0.31043, yago11k_0.0003
2023-06-18 15:09:12,467 - yago11k_0.0003 - [INFO] - [E:61| 300]: Train Loss:0.0012074, Val MRR:0.31043, yago11k_0.0003
2023-06-18 15:10:18,320 - yago11k_0.0003 - [INFO] - [E:61| 400]: Train Loss:0.001208, Val MRR:0.31043, yago11k_0.0003
2023-06-18 15:11:23,969 - yago11k_0.0003 - [INFO] - [E:61| 500]: Train Loss:0.0012084, Val MRR:0.31043, yago11k_0.0003
2023-06-18 15:12:29,263 - yago11k_0.0003 - [INFO] - [E:61| 600]: Train Loss:0.0012092, Val MRR:0.31043, yago11k_0.0003
2023-06-18 15:12:29,263 - yago11k_0.0003 - [INFO] - [Epoch:61]: Training Loss:0.001209
2023-06-18 15:12:29,491 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 15:12:42,089 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 15:12:54,549 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 61 valid]:
MRR: Tail : 0.39127, Head : 0.22803, Avg : 0.30965
2023-06-18 15:12:54,549 - yago11k_0.0003 - [INFO] - [Epoch 61]: Training Loss: 0.0012092, Valid MRR: 0.31043,
2023-06-18 15:12:55,222 - yago11k_0.0003 - [INFO] - [E:62| 0]: Train Loss:0.001161, Val MRR:0.31043, yago11k_0.0003
2023-06-18 15:14:01,182 - yago11k_0.0003 - [INFO] - [E:62| 100]: Train Loss:0.001202, Val MRR:0.31043, yago11k_0.0003
2023-06-18 15:15:06,768 - yago11k_0.0003 - [INFO] - [E:62| 200]: Train Loss:0.0012049, Val MRR:0.31043, yago11k_0.0003
2023-06-18 15:16:12,598 - yago11k_0.0003 - [INFO] - [E:62| 300]: Train Loss:0.0012057, Val MRR:0.31043, yago11k_0.0003
2023-06-18 15:17:18,445 - yago11k_0.0003 - [INFO] - [E:62| 400]: Train Loss:0.0012073, Val MRR:0.31043, yago11k_0.0003
2023-06-18 15:18:24,183 - yago11k_0.0003 - [INFO] - [E:62| 500]: Train Loss:0.0012085, Val MRR:0.31043, yago11k_0.0003
2023-06-18 15:19:29,667 - yago11k_0.0003 - [INFO] - [E:62| 600]: Train Loss:0.0012081, Val MRR:0.31043, yago11k_0.0003
2023-06-18 15:19:29,668 - yago11k_0.0003 - [INFO] - [Epoch:62]: Training Loss:0.001208
2023-06-18 15:19:29,895 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 15:19:42,501 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 15:19:54,920 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 62 valid]:
MRR: Tail : 0.39155, Head : 0.23143, Avg : 0.31149
2023-06-18 15:19:56,517 - yago11k_0.0003 - [INFO] - [Epoch 62]: Training Loss: 0.0012081, Valid MRR: 0.31149,
2023-06-18 15:19:57,188 - yago11k_0.0003 - [INFO] - [E:63| 0]: Train Loss:0.001204, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:21:02,786 - yago11k_0.0003 - [INFO] - [E:63| 100]: Train Loss:0.0012047, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:22:08,628 - yago11k_0.0003 - [INFO] - [E:63| 200]: Train Loss:0.0012052, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:23:14,327 - yago11k_0.0003 - [INFO] - [E:63| 300]: Train Loss:0.001204, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:24:20,025 - yago11k_0.0003 - [INFO] - [E:63| 400]: Train Loss:0.001205, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:25:25,746 - yago11k_0.0003 - [INFO] - [E:63| 500]: Train Loss:0.0012053, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:26:31,058 - yago11k_0.0003 - [INFO] - [E:63| 600]: Train Loss:0.0012061, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:26:31,058 - yago11k_0.0003 - [INFO] - [Epoch:63]: Training Loss:0.001206
2023-06-18 15:26:31,283 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 15:26:43,788 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 15:26:56,205 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 63 valid]:
MRR: Tail : 0.39105, Head : 0.23029, Avg : 0.31067
2023-06-18 15:26:56,206 - yago11k_0.0003 - [INFO] - [Epoch 63]: Training Loss: 0.0012061, Valid MRR: 0.31149,
2023-06-18 15:26:56,889 - yago11k_0.0003 - [INFO] - [E:64| 0]: Train Loss:0.0011771, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:28:02,658 - yago11k_0.0003 - [INFO] - [E:64| 100]: Train Loss:0.0011975, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:29:08,550 - yago11k_0.0003 - [INFO] - [E:64| 200]: Train Loss:0.0011988, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:30:14,256 - yago11k_0.0003 - [INFO] - [E:64| 300]: Train Loss:0.0012009, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:31:19,954 - yago11k_0.0003 - [INFO] - [E:64| 400]: Train Loss:0.0012025, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:32:25,633 - yago11k_0.0003 - [INFO] - [E:64| 500]: Train Loss:0.0012031, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:33:30,953 - yago11k_0.0003 - [INFO] - [E:64| 600]: Train Loss:0.0012042, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:33:30,954 - yago11k_0.0003 - [INFO] - [Epoch:64]: Training Loss:0.001204
2023-06-18 15:33:31,180 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 15:33:43,741 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 15:33:56,182 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 64 valid]:
MRR: Tail : 0.38468, Head : 0.22813, Avg : 0.3064
2023-06-18 15:33:56,183 - yago11k_0.0003 - [INFO] - [Epoch 64]: Training Loss: 0.0012042, Valid MRR: 0.31149,
2023-06-18 15:33:56,856 - yago11k_0.0003 - [INFO] - [E:65| 0]: Train Loss:0.0012023, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:35:02,500 - yago11k_0.0003 - [INFO] - [E:65| 100]: Train Loss:0.0011995, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:36:08,141 - yago11k_0.0003 - [INFO] - [E:65| 200]: Train Loss:0.0011993, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:37:13,875 - yago11k_0.0003 - [INFO] - [E:65| 300]: Train Loss:0.0011991, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:38:19,566 - yago11k_0.0003 - [INFO] - [E:65| 400]: Train Loss:0.0011999, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:39:25,402 - yago11k_0.0003 - [INFO] - [E:65| 500]: Train Loss:0.0012007, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:40:30,784 - yago11k_0.0003 - [INFO] - [E:65| 600]: Train Loss:0.0012018, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:40:30,785 - yago11k_0.0003 - [INFO] - [Epoch:65]: Training Loss:0.001202
2023-06-18 15:40:31,013 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 15:40:43,552 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 15:40:56,005 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 65 valid]:
MRR: Tail : 0.38175, Head : 0.22951, Avg : 0.30563
2023-06-18 15:40:56,006 - yago11k_0.0003 - [INFO] - [Epoch 65]: Training Loss: 0.0012018, Valid MRR: 0.31149,
2023-06-18 15:40:56,681 - yago11k_0.0003 - [INFO] - [E:66| 0]: Train Loss:0.0012122, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:42:02,371 - yago11k_0.0003 - [INFO] - [E:66| 100]: Train Loss:0.0011978, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:43:08,229 - yago11k_0.0003 - [INFO] - [E:66| 200]: Train Loss:0.0011959, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:44:14,169 - yago11k_0.0003 - [INFO] - [E:66| 300]: Train Loss:0.0011978, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:45:19,754 - yago11k_0.0003 - [INFO] - [E:66| 400]: Train Loss:0.0011989, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:46:25,519 - yago11k_0.0003 - [INFO] - [E:66| 500]: Train Loss:0.0011986, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:47:30,794 - yago11k_0.0003 - [INFO] - [E:66| 600]: Train Loss:0.0011996, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:47:30,794 - yago11k_0.0003 - [INFO] - [Epoch:66]: Training Loss:0.0012
2023-06-18 15:47:31,017 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 15:47:43,570 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 15:47:56,021 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 66 valid]:
MRR: Tail : 0.38822, Head : 0.22856, Avg : 0.30839
2023-06-18 15:47:56,021 - yago11k_0.0003 - [INFO] - [Epoch 66]: Training Loss: 0.0011996, Valid MRR: 0.31149,
2023-06-18 15:47:56,699 - yago11k_0.0003 - [INFO] - [E:67| 0]: Train Loss:0.0011946, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:49:02,525 - yago11k_0.0003 - [INFO] - [E:67| 100]: Train Loss:0.001196, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:50:08,206 - yago11k_0.0003 - [INFO] - [E:67| 200]: Train Loss:0.0011946, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:51:13,789 - yago11k_0.0003 - [INFO] - [E:67| 300]: Train Loss:0.0011957, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:52:19,685 - yago11k_0.0003 - [INFO] - [E:67| 400]: Train Loss:0.001197, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:53:25,469 - yago11k_0.0003 - [INFO] - [E:67| 500]: Train Loss:0.0011973, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:54:30,743 - yago11k_0.0003 - [INFO] - [E:67| 600]: Train Loss:0.0011981, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:54:30,744 - yago11k_0.0003 - [INFO] - [Epoch:67]: Training Loss:0.001198
2023-06-18 15:54:30,972 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 15:54:43,524 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 15:54:55,925 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 67 valid]:
MRR: Tail : 0.38971, Head : 0.2286, Avg : 0.30915
2023-06-18 15:54:55,926 - yago11k_0.0003 - [INFO] - [Epoch 67]: Training Loss: 0.0011981, Valid MRR: 0.31149,
2023-06-18 15:54:56,592 - yago11k_0.0003 - [INFO] - [E:68| 0]: Train Loss:0.0011985, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:56:02,307 - yago11k_0.0003 - [INFO] - [E:68| 100]: Train Loss:0.0011966, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:57:08,058 - yago11k_0.0003 - [INFO] - [E:68| 200]: Train Loss:0.0011959, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:58:13,913 - yago11k_0.0003 - [INFO] - [E:68| 300]: Train Loss:0.001195, Val MRR:0.31149, yago11k_0.0003
2023-06-18 15:59:19,783 - yago11k_0.0003 - [INFO] - [E:68| 400]: Train Loss:0.001195, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:00:25,622 - yago11k_0.0003 - [INFO] - [E:68| 500]: Train Loss:0.0011958, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:01:30,954 - yago11k_0.0003 - [INFO] - [E:68| 600]: Train Loss:0.0011964, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:01:30,955 - yago11k_0.0003 - [INFO] - [Epoch:68]: Training Loss:0.001196
2023-06-18 16:01:31,180 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 16:01:43,790 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 16:01:56,279 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 68 valid]:
MRR: Tail : 0.38874, Head : 0.22878, Avg : 0.30876
2023-06-18 16:01:56,280 - yago11k_0.0003 - [INFO] - [Epoch 68]: Training Loss: 0.0011964, Valid MRR: 0.31149,
2023-06-18 16:01:56,958 - yago11k_0.0003 - [INFO] - [E:69| 0]: Train Loss:0.0012106, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:03:02,703 - yago11k_0.0003 - [INFO] - [E:69| 100]: Train Loss:0.0011946, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:04:08,557 - yago11k_0.0003 - [INFO] - [E:69| 200]: Train Loss:0.0011944, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:05:14,329 - yago11k_0.0003 - [INFO] - [E:69| 300]: Train Loss:0.0011944, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:06:19,987 - yago11k_0.0003 - [INFO] - [E:69| 400]: Train Loss:0.0011946, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:07:26,045 - yago11k_0.0003 - [INFO] - [E:69| 500]: Train Loss:0.0011946, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:08:31,374 - yago11k_0.0003 - [INFO] - [E:69| 600]: Train Loss:0.0011948, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:08:31,374 - yago11k_0.0003 - [INFO] - [Epoch:69]: Training Loss:0.001195
2023-06-18 16:08:31,599 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 16:08:44,180 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 16:08:56,574 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 69 valid]:
MRR: Tail : 0.37921, Head : 0.22789, Avg : 0.30355
MR: Tail : 537.93, Head : 890.76, Avg : 714.35
Hit-1: Tail : 0.28272, Head : 0.1863, Avg : 0.23451
Hit-3: Tail : 0.42609, Head : 0.22367, Avg : 0.32488
Hit-10: Tail : 0.57196, Head : 0.30745, Avg : 0.43971
2023-06-18 16:08:56,574 - yago11k_0.0003 - [INFO] - [Epoch 69]: Training Loss: 0.0011948, Valid MRR: 0.31149,
2023-06-18 16:08:57,244 - yago11k_0.0003 - [INFO] - [E:70| 0]: Train Loss:0.0011899, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:10:03,180 - yago11k_0.0003 - [INFO] - [E:70| 100]: Train Loss:0.00119, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:11:09,102 - yago11k_0.0003 - [INFO] - [E:70| 200]: Train Loss:0.0011887, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:12:14,836 - yago11k_0.0003 - [INFO] - [E:70| 300]: Train Loss:0.0011898, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:13:20,495 - yago11k_0.0003 - [INFO] - [E:70| 400]: Train Loss:0.0011912, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:14:26,320 - yago11k_0.0003 - [INFO] - [E:70| 500]: Train Loss:0.0011919, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:15:31,534 - yago11k_0.0003 - [INFO] - [E:70| 600]: Train Loss:0.0011927, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:15:31,535 - yago11k_0.0003 - [INFO] - [Epoch:70]: Training Loss:0.001193
2023-06-18 16:15:31,762 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 16:15:44,301 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 16:15:56,808 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 70 valid]:
MRR: Tail : 0.38599, Head : 0.23213, Avg : 0.30906
2023-06-18 16:15:56,808 - yago11k_0.0003 - [INFO] - [Epoch 70]: Training Loss: 0.0011927, Valid MRR: 0.31149,
2023-06-18 16:15:57,476 - yago11k_0.0003 - [INFO] - [E:71| 0]: Train Loss:0.0012261, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:17:03,287 - yago11k_0.0003 - [INFO] - [E:71| 100]: Train Loss:0.0011927, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:18:09,267 - yago11k_0.0003 - [INFO] - [E:71| 200]: Train Loss:0.0011904, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:19:14,941 - yago11k_0.0003 - [INFO] - [E:71| 300]: Train Loss:0.0011897, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:20:20,835 - yago11k_0.0003 - [INFO] - [E:71| 400]: Train Loss:0.0011916, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:21:26,526 - yago11k_0.0003 - [INFO] - [E:71| 500]: Train Loss:0.001192, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:22:31,721 - yago11k_0.0003 - [INFO] - [E:71| 600]: Train Loss:0.0011916, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:22:31,722 - yago11k_0.0003 - [INFO] - [Epoch:71]: Training Loss:0.001192
2023-06-18 16:22:31,948 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 16:22:44,547 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 16:22:56,953 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 71 valid]:
MRR: Tail : 0.38938, Head : 0.23115, Avg : 0.31026
2023-06-18 16:22:56,954 - yago11k_0.0003 - [INFO] - [Epoch 71]: Training Loss: 0.0011916, Valid MRR: 0.31149,
2023-06-18 16:22:57,626 - yago11k_0.0003 - [INFO] - [E:72| 0]: Train Loss:0.0012142, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:24:03,455 - yago11k_0.0003 - [INFO] - [E:72| 100]: Train Loss:0.0011875, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:25:09,126 - yago11k_0.0003 - [INFO] - [E:72| 200]: Train Loss:0.0011856, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:26:15,028 - yago11k_0.0003 - [INFO] - [E:72| 300]: Train Loss:0.0011876, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:27:20,444 - yago11k_0.0003 - [INFO] - [E:72| 400]: Train Loss:0.0011881, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:28:26,296 - yago11k_0.0003 - [INFO] - [E:72| 500]: Train Loss:0.0011892, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:29:31,529 - yago11k_0.0003 - [INFO] - [E:72| 600]: Train Loss:0.0011903, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:29:31,530 - yago11k_0.0003 - [INFO] - [Epoch:72]: Training Loss:0.00119
2023-06-18 16:29:31,758 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 16:29:44,350 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 16:29:56,743 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 72 valid]:
MRR: Tail : 0.38634, Head : 0.23083, Avg : 0.30859
2023-06-18 16:29:56,744 - yago11k_0.0003 - [INFO] - [Epoch 72]: Training Loss: 0.0011903, Valid MRR: 0.31149,
2023-06-18 16:29:57,419 - yago11k_0.0003 - [INFO] - [E:73| 0]: Train Loss:0.0011766, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:31:03,013 - yago11k_0.0003 - [INFO] - [E:73| 100]: Train Loss:0.001183, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:32:08,632 - yago11k_0.0003 - [INFO] - [E:73| 200]: Train Loss:0.0011873, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:33:14,347 - yago11k_0.0003 - [INFO] - [E:73| 300]: Train Loss:0.0011877, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:34:20,108 - yago11k_0.0003 - [INFO] - [E:73| 400]: Train Loss:0.0011882, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:35:25,875 - yago11k_0.0003 - [INFO] - [E:73| 500]: Train Loss:0.0011885, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:36:31,219 - yago11k_0.0003 - [INFO] - [E:73| 600]: Train Loss:0.0011891, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:36:31,219 - yago11k_0.0003 - [INFO] - [Epoch:73]: Training Loss:0.001189
2023-06-18 16:36:31,446 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 16:36:43,875 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 16:36:56,297 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 73 valid]:
MRR: Tail : 0.38658, Head : 0.23122, Avg : 0.3089
2023-06-18 16:36:56,297 - yago11k_0.0003 - [INFO] - [Epoch 73]: Training Loss: 0.0011891, Valid MRR: 0.31149,
2023-06-18 16:36:56,973 - yago11k_0.0003 - [INFO] - [E:74| 0]: Train Loss:0.0011684, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:38:02,890 - yago11k_0.0003 - [INFO] - [E:74| 100]: Train Loss:0.0011869, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:39:08,814 - yago11k_0.0003 - [INFO] - [E:74| 200]: Train Loss:0.0011869, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:40:14,553 - yago11k_0.0003 - [INFO] - [E:74| 300]: Train Loss:0.0011862, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:41:20,332 - yago11k_0.0003 - [INFO] - [E:74| 400]: Train Loss:0.0011863, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:42:26,106 - yago11k_0.0003 - [INFO] - [E:74| 500]: Train Loss:0.001187, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:43:31,444 - yago11k_0.0003 - [INFO] - [E:74| 600]: Train Loss:0.0011874, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:43:31,445 - yago11k_0.0003 - [INFO] - [Epoch:74]: Training Loss:0.001187
2023-06-18 16:43:31,671 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 16:43:44,238 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 16:43:56,654 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 74 valid]:
MRR: Tail : 0.38402, Head : 0.23007, Avg : 0.30705
2023-06-18 16:43:56,654 - yago11k_0.0003 - [INFO] - [Epoch 74]: Training Loss: 0.0011874, Valid MRR: 0.31149,
2023-06-18 16:43:57,312 - yago11k_0.0003 - [INFO] - [E:75| 0]: Train Loss:0.0011896, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:45:02,868 - yago11k_0.0003 - [INFO] - [E:75| 100]: Train Loss:0.001178, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:46:08,625 - yago11k_0.0003 - [INFO] - [E:75| 200]: Train Loss:0.0011813, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:47:14,488 - yago11k_0.0003 - [INFO] - [E:75| 300]: Train Loss:0.001183, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:48:20,385 - yago11k_0.0003 - [INFO] - [E:75| 400]: Train Loss:0.0011848, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:49:26,202 - yago11k_0.0003 - [INFO] - [E:75| 500]: Train Loss:0.0011855, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:50:31,559 - yago11k_0.0003 - [INFO] - [E:75| 600]: Train Loss:0.001186, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:50:31,559 - yago11k_0.0003 - [INFO] - [Epoch:75]: Training Loss:0.001186
2023-06-18 16:50:31,786 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 16:50:44,365 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 16:50:56,875 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 75 valid]:
MRR: Tail : 0.38833, Head : 0.22974, Avg : 0.30904
2023-06-18 16:50:56,875 - yago11k_0.0003 - [INFO] - [Epoch 75]: Training Loss: 0.001186, Valid MRR: 0.31149,
2023-06-18 16:50:57,560 - yago11k_0.0003 - [INFO] - [E:76| 0]: Train Loss:0.0011682, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:52:03,389 - yago11k_0.0003 - [INFO] - [E:76| 100]: Train Loss:0.0011812, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:53:09,239 - yago11k_0.0003 - [INFO] - [E:76| 200]: Train Loss:0.0011806, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:54:14,843 - yago11k_0.0003 - [INFO] - [E:76| 300]: Train Loss:0.0011824, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:55:20,764 - yago11k_0.0003 - [INFO] - [E:76| 400]: Train Loss:0.0011821, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:56:26,651 - yago11k_0.0003 - [INFO] - [E:76| 500]: Train Loss:0.0011838, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:57:32,000 - yago11k_0.0003 - [INFO] - [E:76| 600]: Train Loss:0.0011844, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:57:32,001 - yago11k_0.0003 - [INFO] - [Epoch:76]: Training Loss:0.001184
2023-06-18 16:57:32,229 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 16:57:44,812 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 16:57:57,242 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 76 valid]:
MRR: Tail : 0.38327, Head : 0.23219, Avg : 0.30773
2023-06-18 16:57:57,243 - yago11k_0.0003 - [INFO] - [Epoch 76]: Training Loss: 0.0011844, Valid MRR: 0.31149,
2023-06-18 16:57:57,903 - yago11k_0.0003 - [INFO] - [E:77| 0]: Train Loss:0.0011713, Val MRR:0.31149, yago11k_0.0003
2023-06-18 16:59:03,633 - yago11k_0.0003 - [INFO] - [E:77| 100]: Train Loss:0.0011819, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:00:09,520 - yago11k_0.0003 - [INFO] - [E:77| 200]: Train Loss:0.0011832, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:01:15,341 - yago11k_0.0003 - [INFO] - [E:77| 300]: Train Loss:0.0011823, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:02:21,012 - yago11k_0.0003 - [INFO] - [E:77| 400]: Train Loss:0.0011824, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:03:26,887 - yago11k_0.0003 - [INFO] - [E:77| 500]: Train Loss:0.0011825, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:04:32,308 - yago11k_0.0003 - [INFO] - [E:77| 600]: Train Loss:0.001183, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:04:32,309 - yago11k_0.0003 - [INFO] - [Epoch:77]: Training Loss:0.001183
2023-06-18 17:04:32,531 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 17:04:45,046 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 17:04:57,508 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 77 valid]:
MRR: Tail : 0.38608, Head : 0.23198, Avg : 0.30903
2023-06-18 17:04:57,508 - yago11k_0.0003 - [INFO] - [Epoch 77]: Training Loss: 0.001183, Valid MRR: 0.31149,
2023-06-18 17:04:58,185 - yago11k_0.0003 - [INFO] - [E:78| 0]: Train Loss:0.001168, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:06:03,830 - yago11k_0.0003 - [INFO] - [E:78| 100]: Train Loss:0.0011786, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:07:09,680 - yago11k_0.0003 - [INFO] - [E:78| 200]: Train Loss:0.0011799, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:08:15,497 - yago11k_0.0003 - [INFO] - [E:78| 300]: Train Loss:0.0011803, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:09:21,132 - yago11k_0.0003 - [INFO] - [E:78| 400]: Train Loss:0.0011803, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:10:26,940 - yago11k_0.0003 - [INFO] - [E:78| 500]: Train Loss:0.0011807, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:11:32,349 - yago11k_0.0003 - [INFO] - [E:78| 600]: Train Loss:0.0011816, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:11:32,350 - yago11k_0.0003 - [INFO] - [Epoch:78]: Training Loss:0.001182
2023-06-18 17:11:32,575 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 17:11:45,192 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 17:11:57,691 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 78 valid]:
MRR: Tail : 0.38984, Head : 0.23178, Avg : 0.31081
2023-06-18 17:11:57,692 - yago11k_0.0003 - [INFO] - [Epoch 78]: Training Loss: 0.0011816, Valid MRR: 0.31149,
2023-06-18 17:11:58,359 - yago11k_0.0003 - [INFO] - [E:79| 0]: Train Loss:0.0011585, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:13:04,040 - yago11k_0.0003 - [INFO] - [E:79| 100]: Train Loss:0.0011787, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:14:09,739 - yago11k_0.0003 - [INFO] - [E:79| 200]: Train Loss:0.0011783, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:15:15,432 - yago11k_0.0003 - [INFO] - [E:79| 300]: Train Loss:0.0011783, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:16:21,263 - yago11k_0.0003 - [INFO] - [E:79| 400]: Train Loss:0.0011793, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:17:27,115 - yago11k_0.0003 - [INFO] - [E:79| 500]: Train Loss:0.0011802, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:18:32,431 - yago11k_0.0003 - [INFO] - [E:79| 600]: Train Loss:0.0011813, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:18:32,432 - yago11k_0.0003 - [INFO] - [Epoch:79]: Training Loss:0.001181
2023-06-18 17:18:32,659 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 17:18:45,229 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 17:18:57,686 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 79 valid]:
MRR: Tail : 0.38428, Head : 0.22927, Avg : 0.30677
MR: Tail : 614.51, Head : 946.74, Avg : 780.62
Hit-1: Tail : 0.29258, Head : 0.18811, Avg : 0.24034
Hit-3: Tail : 0.43026, Head : 0.22492, Avg : 0.32759
Hit-10: Tail : 0.56641, Head : 0.308, Avg : 0.4372
2023-06-18 17:18:57,686 - yago11k_0.0003 - [INFO] - [Epoch 79]: Training Loss: 0.0011813, Valid MRR: 0.31149,
2023-06-18 17:18:58,365 - yago11k_0.0003 - [INFO] - [E:80| 0]: Train Loss:0.0011587, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:20:04,100 - yago11k_0.0003 - [INFO] - [E:80| 100]: Train Loss:0.0011758, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:21:09,820 - yago11k_0.0003 - [INFO] - [E:80| 200]: Train Loss:0.0011755, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:22:15,570 - yago11k_0.0003 - [INFO] - [E:80| 300]: Train Loss:0.0011778, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:23:21,427 - yago11k_0.0003 - [INFO] - [E:80| 400]: Train Loss:0.0011788, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:24:27,229 - yago11k_0.0003 - [INFO] - [E:80| 500]: Train Loss:0.0011788, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:25:32,722 - yago11k_0.0003 - [INFO] - [E:80| 600]: Train Loss:0.0011793, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:25:32,722 - yago11k_0.0003 - [INFO] - [Epoch:80]: Training Loss:0.001179
2023-06-18 17:25:32,948 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 17:25:45,510 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 17:25:57,979 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 80 valid]:
MRR: Tail : 0.38512, Head : 0.22975, Avg : 0.30744
2023-06-18 17:25:57,979 - yago11k_0.0003 - [INFO] - [Epoch 80]: Training Loss: 0.0011793, Valid MRR: 0.31149,
2023-06-18 17:25:58,656 - yago11k_0.0003 - [INFO] - [E:81| 0]: Train Loss:0.00118, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:27:04,407 - yago11k_0.0003 - [INFO] - [E:81| 100]: Train Loss:0.0011764, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:28:10,042 - yago11k_0.0003 - [INFO] - [E:81| 200]: Train Loss:0.0011762, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:29:15,818 - yago11k_0.0003 - [INFO] - [E:81| 300]: Train Loss:0.0011766, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:30:21,810 - yago11k_0.0003 - [INFO] - [E:81| 400]: Train Loss:0.0011769, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:31:27,663 - yago11k_0.0003 - [INFO] - [E:81| 500]: Train Loss:0.0011777, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:32:33,059 - yago11k_0.0003 - [INFO] - [E:81| 600]: Train Loss:0.0011784, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:32:33,060 - yago11k_0.0003 - [INFO] - [Epoch:81]: Training Loss:0.001178
2023-06-18 17:32:33,287 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 17:32:45,881 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 17:32:58,338 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 81 valid]:
MRR: Tail : 0.38922, Head : 0.22916, Avg : 0.30919
2023-06-18 17:32:58,338 - yago11k_0.0003 - [INFO] - [Epoch 81]: Training Loss: 0.0011784, Valid MRR: 0.31149,
2023-06-18 17:32:59,023 - yago11k_0.0003 - [INFO] - [E:82| 0]: Train Loss:0.0011782, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:34:04,808 - yago11k_0.0003 - [INFO] - [E:82| 100]: Train Loss:0.0011722, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:35:10,488 - yago11k_0.0003 - [INFO] - [E:82| 200]: Train Loss:0.0011737, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:36:16,254 - yago11k_0.0003 - [INFO] - [E:82| 300]: Train Loss:0.0011748, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:37:21,894 - yago11k_0.0003 - [INFO] - [E:82| 400]: Train Loss:0.001176, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:38:27,786 - yago11k_0.0003 - [INFO] - [E:82| 500]: Train Loss:0.0011768, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:39:33,315 - yago11k_0.0003 - [INFO] - [E:82| 600]: Train Loss:0.0011769, Val MRR:0.31149, yago11k_0.0003
2023-06-18 17:39:33,315 - yago11k_0.0003 - [INFO] - [Epoch:82]: Training Loss:0.001177
2023-06-18 17:39:33,542 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 17:39:46,067 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 17:39:58,493 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 82 valid]:
MRR: Tail : 0.39249, Head : 0.23072, Avg : 0.3116
2023-06-18 17:39:59,870 - yago11k_0.0003 - [INFO] - [Epoch 82]: Training Loss: 0.0011769, Valid MRR: 0.3116,
2023-06-18 17:40:00,557 - yago11k_0.0003 - [INFO] - [E:83| 0]: Train Loss:0.0011893, Val MRR:0.3116, yago11k_0.0003
2023-06-18 17:41:06,395 - yago11k_0.0003 - [INFO] - [E:83| 100]: Train Loss:0.0011755, Val MRR:0.3116, yago11k_0.0003
2023-06-18 17:42:12,223 - yago11k_0.0003 - [INFO] - [E:83| 200]: Train Loss:0.0011736, Val MRR:0.3116, yago11k_0.0003
2023-06-18 17:43:18,136 - yago11k_0.0003 - [INFO] - [E:83| 300]: Train Loss:0.0011729, Val MRR:0.3116, yago11k_0.0003
2023-06-18 17:44:23,775 - yago11k_0.0003 - [INFO] - [E:83| 400]: Train Loss:0.001174, Val MRR:0.3116, yago11k_0.0003
2023-06-18 17:45:29,747 - yago11k_0.0003 - [INFO] - [E:83| 500]: Train Loss:0.0011754, Val MRR:0.3116, yago11k_0.0003
2023-06-18 17:46:35,224 - yago11k_0.0003 - [INFO] - [E:83| 600]: Train Loss:0.0011758, Val MRR:0.3116, yago11k_0.0003
2023-06-18 17:46:35,225 - yago11k_0.0003 - [INFO] - [Epoch:83]: Training Loss:0.001176
2023-06-18 17:46:35,450 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 17:46:47,984 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 17:47:00,408 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 83 valid]:
MRR: Tail : 0.39498, Head : 0.23149, Avg : 0.31323
2023-06-18 17:47:02,066 - yago11k_0.0003 - [INFO] - [Epoch 83]: Training Loss: 0.0011758, Valid MRR: 0.31323,
2023-06-18 17:47:02,742 - yago11k_0.0003 - [INFO] - [E:84| 0]: Train Loss:0.0011504, Val MRR:0.31323, yago11k_0.0003
2023-06-18 17:48:08,508 - yago11k_0.0003 - [INFO] - [E:84| 100]: Train Loss:0.0011687, Val MRR:0.31323, yago11k_0.0003
2023-06-18 17:49:14,231 - yago11k_0.0003 - [INFO] - [E:84| 200]: Train Loss:0.0011718, Val MRR:0.31323, yago11k_0.0003
2023-06-18 17:50:19,901 - yago11k_0.0003 - [INFO] - [E:84| 300]: Train Loss:0.0011727, Val MRR:0.31323, yago11k_0.0003
2023-06-18 17:51:25,716 - yago11k_0.0003 - [INFO] - [E:84| 400]: Train Loss:0.0011742, Val MRR:0.31323, yago11k_0.0003
2023-06-18 17:52:31,344 - yago11k_0.0003 - [INFO] - [E:84| 500]: Train Loss:0.0011745, Val MRR:0.31323, yago11k_0.0003
2023-06-18 17:53:36,723 - yago11k_0.0003 - [INFO] - [E:84| 600]: Train Loss:0.0011754, Val MRR:0.31323, yago11k_0.0003
2023-06-18 17:53:36,724 - yago11k_0.0003 - [INFO] - [Epoch:84]: Training Loss:0.001175
2023-06-18 17:53:36,950 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 17:53:49,521 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 17:54:01,924 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 84 valid]:
MRR: Tail : 0.3889, Head : 0.23075, Avg : 0.30983
2023-06-18 17:54:01,924 - yago11k_0.0003 - [INFO] - [Epoch 84]: Training Loss: 0.0011754, Valid MRR: 0.31323,
2023-06-18 17:54:02,590 - yago11k_0.0003 - [INFO] - [E:85| 0]: Train Loss:0.0011716, Val MRR:0.31323, yago11k_0.0003
2023-06-18 17:55:08,436 - yago11k_0.0003 - [INFO] - [E:85| 100]: Train Loss:0.0011708, Val MRR:0.31323, yago11k_0.0003
2023-06-18 17:56:14,324 - yago11k_0.0003 - [INFO] - [E:85| 200]: Train Loss:0.0011712, Val MRR:0.31323, yago11k_0.0003
2023-06-18 17:57:20,168 - yago11k_0.0003 - [INFO] - [E:85| 300]: Train Loss:0.0011716, Val MRR:0.31323, yago11k_0.0003
2023-06-18 17:58:26,162 - yago11k_0.0003 - [INFO] - [E:85| 400]: Train Loss:0.0011725, Val MRR:0.31323, yago11k_0.0003
2023-06-18 17:59:31,988 - yago11k_0.0003 - [INFO] - [E:85| 500]: Train Loss:0.001173, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:00:37,286 - yago11k_0.0003 - [INFO] - [E:85| 600]: Train Loss:0.0011737, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:00:37,287 - yago11k_0.0003 - [INFO] - [Epoch:85]: Training Loss:0.001174
2023-06-18 18:00:37,511 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 18:00:50,049 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 18:01:02,498 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 85 valid]:
MRR: Tail : 0.38972, Head : 0.23144, Avg : 0.31058
2023-06-18 18:01:02,498 - yago11k_0.0003 - [INFO] - [Epoch 85]: Training Loss: 0.0011737, Valid MRR: 0.31323,
2023-06-18 18:01:03,175 - yago11k_0.0003 - [INFO] - [E:86| 0]: Train Loss:0.0011806, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:02:08,973 - yago11k_0.0003 - [INFO] - [E:86| 100]: Train Loss:0.0011686, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:03:14,863 - yago11k_0.0003 - [INFO] - [E:86| 200]: Train Loss:0.0011701, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:04:20,556 - yago11k_0.0003 - [INFO] - [E:86| 300]: Train Loss:0.0011711, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:05:26,395 - yago11k_0.0003 - [INFO] - [E:86| 400]: Train Loss:0.001172, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:06:32,282 - yago11k_0.0003 - [INFO] - [E:86| 500]: Train Loss:0.0011723, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:07:37,536 - yago11k_0.0003 - [INFO] - [E:86| 600]: Train Loss:0.0011726, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:07:37,537 - yago11k_0.0003 - [INFO] - [Epoch:86]: Training Loss:0.001173
2023-06-18 18:07:37,763 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 18:07:50,332 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 18:08:02,809 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 86 valid]:
MRR: Tail : 0.38454, Head : 0.23022, Avg : 0.30738
2023-06-18 18:08:02,810 - yago11k_0.0003 - [INFO] - [Epoch 86]: Training Loss: 0.0011726, Valid MRR: 0.31323,
2023-06-18 18:08:03,486 - yago11k_0.0003 - [INFO] - [E:87| 0]: Train Loss:0.0011699, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:09:09,204 - yago11k_0.0003 - [INFO] - [E:87| 100]: Train Loss:0.0011712, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:10:15,081 - yago11k_0.0003 - [INFO] - [E:87| 200]: Train Loss:0.0011692, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:11:20,759 - yago11k_0.0003 - [INFO] - [E:87| 300]: Train Loss:0.001169, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:12:26,527 - yago11k_0.0003 - [INFO] - [E:87| 400]: Train Loss:0.0011702, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:13:32,338 - yago11k_0.0003 - [INFO] - [E:87| 500]: Train Loss:0.0011708, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:14:37,598 - yago11k_0.0003 - [INFO] - [E:87| 600]: Train Loss:0.0011714, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:14:37,599 - yago11k_0.0003 - [INFO] - [Epoch:87]: Training Loss:0.001171
2023-06-18 18:14:37,818 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 18:14:50,411 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 18:15:02,863 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 87 valid]:
MRR: Tail : 0.39286, Head : 0.23102, Avg : 0.31194
2023-06-18 18:15:02,863 - yago11k_0.0003 - [INFO] - [Epoch 87]: Training Loss: 0.0011714, Valid MRR: 0.31323,
2023-06-18 18:15:03,531 - yago11k_0.0003 - [INFO] - [E:88| 0]: Train Loss:0.0011501, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:16:09,280 - yago11k_0.0003 - [INFO] - [E:88| 100]: Train Loss:0.0011691, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:17:14,881 - yago11k_0.0003 - [INFO] - [E:88| 200]: Train Loss:0.0011682, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:18:20,746 - yago11k_0.0003 - [INFO] - [E:88| 300]: Train Loss:0.0011692, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:19:26,554 - yago11k_0.0003 - [INFO] - [E:88| 400]: Train Loss:0.0011694, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:20:32,104 - yago11k_0.0003 - [INFO] - [E:88| 500]: Train Loss:0.0011696, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:21:37,413 - yago11k_0.0003 - [INFO] - [E:88| 600]: Train Loss:0.0011712, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:21:37,413 - yago11k_0.0003 - [INFO] - [Epoch:88]: Training Loss:0.001171
2023-06-18 18:21:37,637 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 18:21:50,219 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 18:22:02,679 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 88 valid]:
MRR: Tail : 0.38496, Head : 0.23258, Avg : 0.30877
2023-06-18 18:22:02,679 - yago11k_0.0003 - [INFO] - [Epoch 88]: Training Loss: 0.0011712, Valid MRR: 0.31323,
2023-06-18 18:22:03,356 - yago11k_0.0003 - [INFO] - [E:89| 0]: Train Loss:0.0011531, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:23:09,132 - yago11k_0.0003 - [INFO] - [E:89| 100]: Train Loss:0.0011644, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:24:14,979 - yago11k_0.0003 - [INFO] - [E:89| 200]: Train Loss:0.0011659, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:25:20,820 - yago11k_0.0003 - [INFO] - [E:89| 300]: Train Loss:0.0011678, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:26:26,585 - yago11k_0.0003 - [INFO] - [E:89| 400]: Train Loss:0.0011689, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:27:32,495 - yago11k_0.0003 - [INFO] - [E:89| 500]: Train Loss:0.0011697, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:28:37,876 - yago11k_0.0003 - [INFO] - [E:89| 600]: Train Loss:0.0011705, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:28:37,877 - yago11k_0.0003 - [INFO] - [Epoch:89]: Training Loss:0.001171
2023-06-18 18:28:38,103 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 18:28:50,705 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 18:29:03,118 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 89 valid]:
MRR: Tail : 0.38933, Head : 0.23287, Avg : 0.3111
MR: Tail : 683.06, Head : 940.89, Avg : 811.97
Hit-1: Tail : 0.30147, Head : 0.1895, Avg : 0.24548
Hit-3: Tail : 0.43318, Head : 0.22909, Avg : 0.33113
Hit-10: Tail : 0.56655, Head : 0.31731, Avg : 0.44193
2023-06-18 18:29:03,119 - yago11k_0.0003 - [INFO] - [Epoch 89]: Training Loss: 0.0011705, Valid MRR: 0.31323,
2023-06-18 18:29:03,799 - yago11k_0.0003 - [INFO] - [E:90| 0]: Train Loss:0.0011372, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:30:09,450 - yago11k_0.0003 - [INFO] - [E:90| 100]: Train Loss:0.0011653, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:31:15,265 - yago11k_0.0003 - [INFO] - [E:90| 200]: Train Loss:0.001167, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:32:21,133 - yago11k_0.0003 - [INFO] - [E:90| 300]: Train Loss:0.0011678, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:33:26,835 - yago11k_0.0003 - [INFO] - [E:90| 400]: Train Loss:0.0011695, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:34:32,654 - yago11k_0.0003 - [INFO] - [E:90| 500]: Train Loss:0.0011704, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:35:38,169 - yago11k_0.0003 - [INFO] - [E:90| 600]: Train Loss:0.00117, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:35:38,170 - yago11k_0.0003 - [INFO] - [Epoch:90]: Training Loss:0.00117
2023-06-18 18:35:38,393 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 18:35:50,921 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 18:36:03,274 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 90 valid]:
MRR: Tail : 0.39015, Head : 0.22957, Avg : 0.30986
2023-06-18 18:36:03,274 - yago11k_0.0003 - [INFO] - [Epoch 90]: Training Loss: 0.00117, Valid MRR: 0.31323,
2023-06-18 18:36:03,944 - yago11k_0.0003 - [INFO] - [E:91| 0]: Train Loss:0.0011629, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:37:09,783 - yago11k_0.0003 - [INFO] - [E:91| 100]: Train Loss:0.0011658, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:38:15,636 - yago11k_0.0003 - [INFO] - [E:91| 200]: Train Loss:0.0011671, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:39:21,516 - yago11k_0.0003 - [INFO] - [E:91| 300]: Train Loss:0.0011672, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:40:27,186 - yago11k_0.0003 - [INFO] - [E:91| 400]: Train Loss:0.001167, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:41:32,720 - yago11k_0.0003 - [INFO] - [E:91| 500]: Train Loss:0.0011678, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:42:36,524 - yago11k_0.0003 - [INFO] - [E:91| 600]: Train Loss:0.0011684, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:42:36,525 - yago11k_0.0003 - [INFO] - [Epoch:91]: Training Loss:0.001168
2023-06-18 18:42:36,744 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 18:42:49,019 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 18:43:01,106 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 91 valid]:
MRR: Tail : 0.39142, Head : 0.2295, Avg : 0.31046
2023-06-18 18:43:01,106 - yago11k_0.0003 - [INFO] - [Epoch 91]: Training Loss: 0.0011684, Valid MRR: 0.31323,
2023-06-18 18:43:01,755 - yago11k_0.0003 - [INFO] - [E:92| 0]: Train Loss:0.0011606, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:44:05,989 - yago11k_0.0003 - [INFO] - [E:92| 100]: Train Loss:0.001164, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:45:10,217 - yago11k_0.0003 - [INFO] - [E:92| 200]: Train Loss:0.0011652, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:46:14,449 - yago11k_0.0003 - [INFO] - [E:92| 300]: Train Loss:0.001166, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:47:18,658 - yago11k_0.0003 - [INFO] - [E:92| 400]: Train Loss:0.0011667, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:48:22,840 - yago11k_0.0003 - [INFO] - [E:92| 500]: Train Loss:0.0011668, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:49:26,625 - yago11k_0.0003 - [INFO] - [E:92| 600]: Train Loss:0.0011671, Val MRR:0.31323, yago11k_0.0003
2023-06-18 18:49:26,625 - yago11k_0.0003 - [INFO] - [Epoch:92]: Training Loss:0.001167
2023-06-18 18:49:26,844 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 18:49:39,105 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 18:49:51,194 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 92 valid]:
MRR: Tail : 0.39641, Head : 0.23284, Avg : 0.31462
2023-06-18 18:49:52,155 - yago11k_0.0003 - [INFO] - [Epoch 92]: Training Loss: 0.0011671, Valid MRR: 0.31462,
2023-06-18 18:49:52,800 - yago11k_0.0003 - [INFO] - [E:93| 0]: Train Loss:0.001166, Val MRR:0.31462, yago11k_0.0003
2023-06-18 18:50:56,955 - yago11k_0.0003 - [INFO] - [E:93| 100]: Train Loss:0.0011661, Val MRR:0.31462, yago11k_0.0003
2023-06-18 18:52:01,108 - yago11k_0.0003 - [INFO] - [E:93| 200]: Train Loss:0.0011634, Val MRR:0.31462, yago11k_0.0003
2023-06-18 18:53:05,286 - yago11k_0.0003 - [INFO] - [E:93| 300]: Train Loss:0.0011644, Val MRR:0.31462, yago11k_0.0003
2023-06-18 18:54:09,457 - yago11k_0.0003 - [INFO] - [E:93| 400]: Train Loss:0.0011663, Val MRR:0.31462, yago11k_0.0003
2023-06-18 18:55:13,585 - yago11k_0.0003 - [INFO] - [E:93| 500]: Train Loss:0.0011674, Val MRR:0.31462, yago11k_0.0003
2023-06-18 18:56:17,318 - yago11k_0.0003 - [INFO] - [E:93| 600]: Train Loss:0.0011672, Val MRR:0.31462, yago11k_0.0003
2023-06-18 18:56:17,318 - yago11k_0.0003 - [INFO] - [Epoch:93]: Training Loss:0.001167
2023-06-18 18:56:17,536 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 18:56:29,793 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 18:56:41,877 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 93 valid]:
MRR: Tail : 0.39445, Head : 0.23153, Avg : 0.31299
2023-06-18 18:56:41,877 - yago11k_0.0003 - [INFO] - [Epoch 93]: Training Loss: 0.0011672, Valid MRR: 0.31462,
2023-06-18 18:56:42,525 - yago11k_0.0003 - [INFO] - [E:94| 0]: Train Loss:0.0011434, Val MRR:0.31462, yago11k_0.0003
2023-06-18 18:57:46,713 - yago11k_0.0003 - [INFO] - [E:94| 100]: Train Loss:0.0011617, Val MRR:0.31462, yago11k_0.0003
2023-06-18 18:58:50,904 - yago11k_0.0003 - [INFO] - [E:94| 200]: Train Loss:0.0011639, Val MRR:0.31462, yago11k_0.0003
2023-06-18 18:59:55,080 - yago11k_0.0003 - [INFO] - [E:94| 300]: Train Loss:0.0011639, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:00:59,266 - yago11k_0.0003 - [INFO] - [E:94| 400]: Train Loss:0.0011645, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:02:03,418 - yago11k_0.0003 - [INFO] - [E:94| 500]: Train Loss:0.001166, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:03:07,172 - yago11k_0.0003 - [INFO] - [E:94| 600]: Train Loss:0.001166, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:03:07,173 - yago11k_0.0003 - [INFO] - [Epoch:94]: Training Loss:0.001166
2023-06-18 19:03:07,391 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 19:03:19,652 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 19:03:31,745 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 94 valid]:
MRR: Tail : 0.39043, Head : 0.23096, Avg : 0.3107
2023-06-18 19:03:31,745 - yago11k_0.0003 - [INFO] - [Epoch 94]: Training Loss: 0.001166, Valid MRR: 0.31462,
2023-06-18 19:03:32,392 - yago11k_0.0003 - [INFO] - [E:95| 0]: Train Loss:0.001132, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:04:36,586 - yago11k_0.0003 - [INFO] - [E:95| 100]: Train Loss:0.0011603, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:05:40,758 - yago11k_0.0003 - [INFO] - [E:95| 200]: Train Loss:0.0011612, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:06:44,960 - yago11k_0.0003 - [INFO] - [E:95| 300]: Train Loss:0.0011621, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:07:49,136 - yago11k_0.0003 - [INFO] - [E:95| 400]: Train Loss:0.0011635, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:08:53,316 - yago11k_0.0003 - [INFO] - [E:95| 500]: Train Loss:0.0011642, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:09:57,017 - yago11k_0.0003 - [INFO] - [E:95| 600]: Train Loss:0.0011649, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:09:57,017 - yago11k_0.0003 - [INFO] - [Epoch:95]: Training Loss:0.001165
2023-06-18 19:09:57,236 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 19:10:09,486 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 19:10:21,568 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 95 valid]:
MRR: Tail : 0.39211, Head : 0.23179, Avg : 0.31195
2023-06-18 19:10:21,568 - yago11k_0.0003 - [INFO] - [Epoch 95]: Training Loss: 0.0011649, Valid MRR: 0.31462,
2023-06-18 19:10:22,216 - yago11k_0.0003 - [INFO] - [E:96| 0]: Train Loss:0.0011556, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:11:26,356 - yago11k_0.0003 - [INFO] - [E:96| 100]: Train Loss:0.0011604, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:12:30,503 - yago11k_0.0003 - [INFO] - [E:96| 200]: Train Loss:0.0011619, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:13:34,655 - yago11k_0.0003 - [INFO] - [E:96| 300]: Train Loss:0.001162, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:14:38,825 - yago11k_0.0003 - [INFO] - [E:96| 400]: Train Loss:0.0011634, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:15:42,999 - yago11k_0.0003 - [INFO] - [E:96| 500]: Train Loss:0.001165, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:16:46,729 - yago11k_0.0003 - [INFO] - [E:96| 600]: Train Loss:0.0011652, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:16:46,729 - yago11k_0.0003 - [INFO] - [Epoch:96]: Training Loss:0.001165
2023-06-18 19:16:46,948 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 19:16:59,206 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 19:17:11,295 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 96 valid]:
MRR: Tail : 0.38323, Head : 0.23193, Avg : 0.30758
2023-06-18 19:17:11,295 - yago11k_0.0003 - [INFO] - [Epoch 96]: Training Loss: 0.0011652, Valid MRR: 0.31462,
2023-06-18 19:17:11,943 - yago11k_0.0003 - [INFO] - [E:97| 0]: Train Loss:0.0011626, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:18:16,123 - yago11k_0.0003 - [INFO] - [E:97| 100]: Train Loss:0.0011625, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:19:20,306 - yago11k_0.0003 - [INFO] - [E:97| 200]: Train Loss:0.0011626, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:20:24,462 - yago11k_0.0003 - [INFO] - [E:97| 300]: Train Loss:0.0011625, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:21:28,615 - yago11k_0.0003 - [INFO] - [E:97| 400]: Train Loss:0.0011627, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:22:32,781 - yago11k_0.0003 - [INFO] - [E:97| 500]: Train Loss:0.0011625, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:23:36,521 - yago11k_0.0003 - [INFO] - [E:97| 600]: Train Loss:0.0011631, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:23:36,521 - yago11k_0.0003 - [INFO] - [Epoch:97]: Training Loss:0.001163
2023-06-18 19:23:36,740 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 19:23:48,992 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 19:24:01,094 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 97 valid]:
MRR: Tail : 0.39047, Head : 0.23038, Avg : 0.31043
2023-06-18 19:24:01,094 - yago11k_0.0003 - [INFO] - [Epoch 97]: Training Loss: 0.0011631, Valid MRR: 0.31462,
2023-06-18 19:24:01,745 - yago11k_0.0003 - [INFO] - [E:98| 0]: Train Loss:0.0011617, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:25:05,916 - yago11k_0.0003 - [INFO] - [E:98| 100]: Train Loss:0.0011628, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:26:10,079 - yago11k_0.0003 - [INFO] - [E:98| 200]: Train Loss:0.0011602, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:27:14,272 - yago11k_0.0003 - [INFO] - [E:98| 300]: Train Loss:0.0011611, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:28:18,467 - yago11k_0.0003 - [INFO] - [E:98| 400]: Train Loss:0.0011609, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:29:22,661 - yago11k_0.0003 - [INFO] - [E:98| 500]: Train Loss:0.0011617, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:30:26,389 - yago11k_0.0003 - [INFO] - [E:98| 600]: Train Loss:0.0011621, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:30:26,390 - yago11k_0.0003 - [INFO] - [Epoch:98]: Training Loss:0.001162
2023-06-18 19:30:26,607 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 19:30:38,865 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 19:30:50,965 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 98 valid]:
MRR: Tail : 0.39646, Head : 0.22861, Avg : 0.31254
2023-06-18 19:30:50,965 - yago11k_0.0003 - [INFO] - [Epoch 98]: Training Loss: 0.0011621, Valid MRR: 0.31462,
2023-06-18 19:30:51,612 - yago11k_0.0003 - [INFO] - [E:99| 0]: Train Loss:0.0011666, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:31:55,810 - yago11k_0.0003 - [INFO] - [E:99| 100]: Train Loss:0.0011609, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:33:00,018 - yago11k_0.0003 - [INFO] - [E:99| 200]: Train Loss:0.001159, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:34:04,206 - yago11k_0.0003 - [INFO] - [E:99| 300]: Train Loss:0.0011602, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:35:08,407 - yago11k_0.0003 - [INFO] - [E:99| 400]: Train Loss:0.0011613, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:36:12,621 - yago11k_0.0003 - [INFO] - [E:99| 500]: Train Loss:0.0011621, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:37:16,401 - yago11k_0.0003 - [INFO] - [E:99| 600]: Train Loss:0.0011625, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:37:16,401 - yago11k_0.0003 - [INFO] - [Epoch:99]: Training Loss:0.001162
2023-06-18 19:37:16,620 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 19:37:28,891 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 19:37:40,981 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 99 valid]:
MRR: Tail : 0.39374, Head : 0.23131, Avg : 0.31253
MR: Tail : 693.9, Head : 997.96, Avg : 845.93
Hit-1: Tail : 0.31189, Head : 0.19116, Avg : 0.25153
Hit-3: Tail : 0.42665, Head : 0.22645, Avg : 0.32655
Hit-10: Tail : 0.56016, Head : 0.30731, Avg : 0.43373
2023-06-18 19:37:40,981 - yago11k_0.0003 - [INFO] - [Epoch 99]: Training Loss: 0.0011625, Valid MRR: 0.31462,
2023-06-18 19:37:41,630 - yago11k_0.0003 - [INFO] - [E:100| 0]: Train Loss:0.0011773, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:38:45,830 - yago11k_0.0003 - [INFO] - [E:100| 100]: Train Loss:0.00116, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:39:50,059 - yago11k_0.0003 - [INFO] - [E:100| 200]: Train Loss:0.0011593, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:40:54,287 - yago11k_0.0003 - [INFO] - [E:100| 300]: Train Loss:0.0011608, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:41:58,489 - yago11k_0.0003 - [INFO] - [E:100| 400]: Train Loss:0.0011606, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:43:02,708 - yago11k_0.0003 - [INFO] - [E:100| 500]: Train Loss:0.0011609, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:44:06,492 - yago11k_0.0003 - [INFO] - [E:100| 600]: Train Loss:0.0011611, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:44:06,493 - yago11k_0.0003 - [INFO] - [Epoch:100]: Training Loss:0.001161
2023-06-18 19:44:06,712 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 19:44:18,989 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 19:44:31,082 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 100 valid]:
MRR: Tail : 0.39793, Head : 0.23012, Avg : 0.31403
2023-06-18 19:44:31,082 - yago11k_0.0003 - [INFO] - [Epoch 100]: Training Loss: 0.0011611, Valid MRR: 0.31462,
2023-06-18 19:44:31,728 - yago11k_0.0003 - [INFO] - [E:101| 0]: Train Loss:0.0011493, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:45:35,948 - yago11k_0.0003 - [INFO] - [E:101| 100]: Train Loss:0.0011596, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:46:40,167 - yago11k_0.0003 - [INFO] - [E:101| 200]: Train Loss:0.0011594, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:47:44,395 - yago11k_0.0003 - [INFO] - [E:101| 300]: Train Loss:0.0011592, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:48:48,623 - yago11k_0.0003 - [INFO] - [E:101| 400]: Train Loss:0.0011597, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:49:52,831 - yago11k_0.0003 - [INFO] - [E:101| 500]: Train Loss:0.0011602, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:50:56,589 - yago11k_0.0003 - [INFO] - [E:101| 600]: Train Loss:0.0011606, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:50:56,590 - yago11k_0.0003 - [INFO] - [Epoch:101]: Training Loss:0.001161
2023-06-18 19:50:56,808 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 19:51:09,068 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 19:51:21,158 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 101 valid]:
MRR: Tail : 0.39194, Head : 0.23243, Avg : 0.31218
2023-06-18 19:51:21,159 - yago11k_0.0003 - [INFO] - [Epoch 101]: Training Loss: 0.0011606, Valid MRR: 0.31462,
2023-06-18 19:51:21,806 - yago11k_0.0003 - [INFO] - [E:102| 0]: Train Loss:0.0011616, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:52:26,039 - yago11k_0.0003 - [INFO] - [E:102| 100]: Train Loss:0.0011559, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:53:30,280 - yago11k_0.0003 - [INFO] - [E:102| 200]: Train Loss:0.0011581, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:54:34,493 - yago11k_0.0003 - [INFO] - [E:102| 300]: Train Loss:0.0011592, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:55:38,703 - yago11k_0.0003 - [INFO] - [E:102| 400]: Train Loss:0.0011586, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:56:42,896 - yago11k_0.0003 - [INFO] - [E:102| 500]: Train Loss:0.0011592, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:57:46,658 - yago11k_0.0003 - [INFO] - [E:102| 600]: Train Loss:0.00116, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:57:46,659 - yago11k_0.0003 - [INFO] - [Epoch:102]: Training Loss:0.00116
2023-06-18 19:57:46,877 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 19:57:59,135 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 19:58:11,230 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 102 valid]:
MRR: Tail : 0.39209, Head : 0.23192, Avg : 0.31201
2023-06-18 19:58:11,230 - yago11k_0.0003 - [INFO] - [Epoch 102]: Training Loss: 0.00116, Valid MRR: 0.31462,
2023-06-18 19:58:11,877 - yago11k_0.0003 - [INFO] - [E:103| 0]: Train Loss:0.001163, Val MRR:0.31462, yago11k_0.0003
2023-06-18 19:59:16,099 - yago11k_0.0003 - [INFO] - [E:103| 100]: Train Loss:0.0011573, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:00:20,354 - yago11k_0.0003 - [INFO] - [E:103| 200]: Train Loss:0.0011572, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:01:24,557 - yago11k_0.0003 - [INFO] - [E:103| 300]: Train Loss:0.0011576, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:02:28,776 - yago11k_0.0003 - [INFO] - [E:103| 400]: Train Loss:0.001158, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:03:33,009 - yago11k_0.0003 - [INFO] - [E:103| 500]: Train Loss:0.0011583, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:04:36,801 - yago11k_0.0003 - [INFO] - [E:103| 600]: Train Loss:0.0011588, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:04:36,802 - yago11k_0.0003 - [INFO] - [Epoch:103]: Training Loss:0.001159
2023-06-18 20:04:37,021 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 20:04:49,280 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 20:05:01,372 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 103 valid]:
MRR: Tail : 0.38843, Head : 0.22978, Avg : 0.3091
2023-06-18 20:05:01,372 - yago11k_0.0003 - [INFO] - [Epoch 103]: Training Loss: 0.0011588, Valid MRR: 0.31462,
2023-06-18 20:05:02,019 - yago11k_0.0003 - [INFO] - [E:104| 0]: Train Loss:0.0011273, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:06:06,240 - yago11k_0.0003 - [INFO] - [E:104| 100]: Train Loss:0.0011549, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:07:10,458 - yago11k_0.0003 - [INFO] - [E:104| 200]: Train Loss:0.0011563, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:08:14,648 - yago11k_0.0003 - [INFO] - [E:104| 300]: Train Loss:0.0011573, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:09:18,868 - yago11k_0.0003 - [INFO] - [E:104| 400]: Train Loss:0.0011573, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:10:23,090 - yago11k_0.0003 - [INFO] - [E:104| 500]: Train Loss:0.0011574, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:11:26,859 - yago11k_0.0003 - [INFO] - [E:104| 600]: Train Loss:0.0011583, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:11:26,860 - yago11k_0.0003 - [INFO] - [Epoch:104]: Training Loss:0.001158
2023-06-18 20:11:27,079 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 20:11:39,339 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 20:11:51,429 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 104 valid]:
MRR: Tail : 0.38982, Head : 0.22977, Avg : 0.3098
2023-06-18 20:11:51,430 - yago11k_0.0003 - [INFO] - [Epoch 104]: Training Loss: 0.0011583, Valid MRR: 0.31462,
2023-06-18 20:11:52,077 - yago11k_0.0003 - [INFO] - [E:105| 0]: Train Loss:0.0012011, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:12:56,299 - yago11k_0.0003 - [INFO] - [E:105| 100]: Train Loss:0.0011582, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:14:00,527 - yago11k_0.0003 - [INFO] - [E:105| 200]: Train Loss:0.0011572, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:15:04,733 - yago11k_0.0003 - [INFO] - [E:105| 300]: Train Loss:0.0011569, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:16:08,933 - yago11k_0.0003 - [INFO] - [E:105| 400]: Train Loss:0.001157, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:17:13,140 - yago11k_0.0003 - [INFO] - [E:105| 500]: Train Loss:0.0011577, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:18:16,908 - yago11k_0.0003 - [INFO] - [E:105| 600]: Train Loss:0.001158, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:18:16,909 - yago11k_0.0003 - [INFO] - [Epoch:105]: Training Loss:0.001158
2023-06-18 20:18:17,127 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 20:18:29,392 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 20:18:41,486 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 105 valid]:
MRR: Tail : 0.38748, Head : 0.22838, Avg : 0.30793
2023-06-18 20:18:41,486 - yago11k_0.0003 - [INFO] - [Epoch 105]: Training Loss: 0.001158, Valid MRR: 0.31462,
2023-06-18 20:18:42,133 - yago11k_0.0003 - [INFO] - [E:106| 0]: Train Loss:0.001145, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:19:46,346 - yago11k_0.0003 - [INFO] - [E:106| 100]: Train Loss:0.0011542, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:20:50,598 - yago11k_0.0003 - [INFO] - [E:106| 200]: Train Loss:0.0011552, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:21:54,814 - yago11k_0.0003 - [INFO] - [E:106| 300]: Train Loss:0.0011552, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:22:59,025 - yago11k_0.0003 - [INFO] - [E:106| 400]: Train Loss:0.0011574, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:24:03,237 - yago11k_0.0003 - [INFO] - [E:106| 500]: Train Loss:0.0011575, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:25:06,998 - yago11k_0.0003 - [INFO] - [E:106| 600]: Train Loss:0.0011572, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:25:06,999 - yago11k_0.0003 - [INFO] - [Epoch:106]: Training Loss:0.001157
2023-06-18 20:25:07,217 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 20:25:19,479 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 20:25:31,580 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 106 valid]:
MRR: Tail : 0.39329, Head : 0.2326, Avg : 0.31295
2023-06-18 20:25:31,580 - yago11k_0.0003 - [INFO] - [Epoch 106]: Training Loss: 0.0011572, Valid MRR: 0.31462,
2023-06-18 20:25:32,229 - yago11k_0.0003 - [INFO] - [E:107| 0]: Train Loss:0.0011414, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:26:36,463 - yago11k_0.0003 - [INFO] - [E:107| 100]: Train Loss:0.0011526, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:27:40,660 - yago11k_0.0003 - [INFO] - [E:107| 200]: Train Loss:0.0011522, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:28:44,869 - yago11k_0.0003 - [INFO] - [E:107| 300]: Train Loss:0.0011535, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:29:49,082 - yago11k_0.0003 - [INFO] - [E:107| 400]: Train Loss:0.0011548, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:30:53,270 - yago11k_0.0003 - [INFO] - [E:107| 500]: Train Loss:0.0011554, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:31:57,014 - yago11k_0.0003 - [INFO] - [E:107| 600]: Train Loss:0.001156, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:31:57,014 - yago11k_0.0003 - [INFO] - [Epoch:107]: Training Loss:0.001156
2023-06-18 20:31:57,233 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 20:32:09,490 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 20:32:21,599 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 107 valid]:
MRR: Tail : 0.38893, Head : 0.23068, Avg : 0.30981
2023-06-18 20:32:21,599 - yago11k_0.0003 - [INFO] - [Epoch 107]: Training Loss: 0.001156, Valid MRR: 0.31462,
2023-06-18 20:32:22,248 - yago11k_0.0003 - [INFO] - [E:108| 0]: Train Loss:0.0011996, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:33:26,434 - yago11k_0.0003 - [INFO] - [E:108| 100]: Train Loss:0.0011545, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:34:30,645 - yago11k_0.0003 - [INFO] - [E:108| 200]: Train Loss:0.0011542, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:35:34,840 - yago11k_0.0003 - [INFO] - [E:108| 300]: Train Loss:0.0011541, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:36:39,037 - yago11k_0.0003 - [INFO] - [E:108| 400]: Train Loss:0.0011551, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:37:43,212 - yago11k_0.0003 - [INFO] - [E:108| 500]: Train Loss:0.0011555, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:38:46,973 - yago11k_0.0003 - [INFO] - [E:108| 600]: Train Loss:0.0011556, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:38:46,973 - yago11k_0.0003 - [INFO] - [Epoch:108]: Training Loss:0.001156
2023-06-18 20:38:47,192 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 20:38:59,465 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 20:39:11,557 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 108 valid]:
MRR: Tail : 0.39777, Head : 0.22979, Avg : 0.31378
2023-06-18 20:39:11,558 - yago11k_0.0003 - [INFO] - [Epoch 108]: Training Loss: 0.0011556, Valid MRR: 0.31462,
2023-06-18 20:39:12,204 - yago11k_0.0003 - [INFO] - [E:109| 0]: Train Loss:0.0012506, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:40:16,405 - yago11k_0.0003 - [INFO] - [E:109| 100]: Train Loss:0.001155, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:41:20,569 - yago11k_0.0003 - [INFO] - [E:109| 200]: Train Loss:0.0011541, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:42:24,762 - yago11k_0.0003 - [INFO] - [E:109| 300]: Train Loss:0.0011542, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:43:28,922 - yago11k_0.0003 - [INFO] - [E:109| 400]: Train Loss:0.0011554, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:44:33,090 - yago11k_0.0003 - [INFO] - [E:109| 500]: Train Loss:0.0011551, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:45:36,828 - yago11k_0.0003 - [INFO] - [E:109| 600]: Train Loss:0.0011557, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:45:36,828 - yago11k_0.0003 - [INFO] - [Epoch:109]: Training Loss:0.001156
2023-06-18 20:45:37,047 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 20:45:49,322 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 20:46:01,417 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 109 valid]:
MRR: Tail : 0.39118, Head : 0.22774, Avg : 0.30946
MR: Tail : 712.25, Head : 1021.4, Avg : 866.84
Hit-1: Tail : 0.30564, Head : 0.18672, Avg : 0.24618
Hit-3: Tail : 0.43109, Head : 0.22506, Avg : 0.32808
Hit-10: Tail : 0.55807, Head : 0.3037, Avg : 0.43088
2023-06-18 20:46:01,417 - yago11k_0.0003 - [INFO] - [Epoch 109]: Training Loss: 0.0011557, Valid MRR: 0.31462,
2023-06-18 20:46:02,063 - yago11k_0.0003 - [INFO] - [E:110| 0]: Train Loss:0.0011269, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:47:06,258 - yago11k_0.0003 - [INFO] - [E:110| 100]: Train Loss:0.0011505, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:48:10,449 - yago11k_0.0003 - [INFO] - [E:110| 200]: Train Loss:0.0011527, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:49:14,675 - yago11k_0.0003 - [INFO] - [E:110| 300]: Train Loss:0.0011529, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:50:18,863 - yago11k_0.0003 - [INFO] - [E:110| 400]: Train Loss:0.0011534, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:51:23,049 - yago11k_0.0003 - [INFO] - [E:110| 500]: Train Loss:0.0011538, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:52:26,835 - yago11k_0.0003 - [INFO] - [E:110| 600]: Train Loss:0.0011542, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:52:26,835 - yago11k_0.0003 - [INFO] - [Epoch:110]: Training Loss:0.001154
2023-06-18 20:52:27,054 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 20:52:39,316 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 20:52:51,406 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 110 valid]:
MRR: Tail : 0.39181, Head : 0.23272, Avg : 0.31226
2023-06-18 20:52:51,406 - yago11k_0.0003 - [INFO] - [Epoch 110]: Training Loss: 0.0011542, Valid MRR: 0.31462,
2023-06-18 20:52:52,054 - yago11k_0.0003 - [INFO] - [E:111| 0]: Train Loss:0.0011421, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:53:56,260 - yago11k_0.0003 - [INFO] - [E:111| 100]: Train Loss:0.0011508, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:55:00,432 - yago11k_0.0003 - [INFO] - [E:111| 200]: Train Loss:0.0011495, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:56:04,640 - yago11k_0.0003 - [INFO] - [E:111| 300]: Train Loss:0.0011508, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:57:08,807 - yago11k_0.0003 - [INFO] - [E:111| 400]: Train Loss:0.0011527, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:58:12,976 - yago11k_0.0003 - [INFO] - [E:111| 500]: Train Loss:0.0011534, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:59:16,739 - yago11k_0.0003 - [INFO] - [E:111| 600]: Train Loss:0.0011531, Val MRR:0.31462, yago11k_0.0003
2023-06-18 20:59:16,739 - yago11k_0.0003 - [INFO] - [Epoch:111]: Training Loss:0.001153
2023-06-18 20:59:16,958 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 20:59:29,222 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 20:59:41,317 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 111 valid]:
MRR: Tail : 0.38692, Head : 0.23039, Avg : 0.30866
2023-06-18 20:59:41,317 - yago11k_0.0003 - [INFO] - [Epoch 111]: Training Loss: 0.0011531, Valid MRR: 0.31462,
2023-06-18 20:59:41,964 - yago11k_0.0003 - [INFO] - [E:112| 0]: Train Loss:0.0011557, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:00:46,131 - yago11k_0.0003 - [INFO] - [E:112| 100]: Train Loss:0.0011494, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:01:50,330 - yago11k_0.0003 - [INFO] - [E:112| 200]: Train Loss:0.0011499, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:02:54,525 - yago11k_0.0003 - [INFO] - [E:112| 300]: Train Loss:0.0011518, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:03:58,686 - yago11k_0.0003 - [INFO] - [E:112| 400]: Train Loss:0.001152, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:05:02,860 - yago11k_0.0003 - [INFO] - [E:112| 500]: Train Loss:0.001152, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:06:06,602 - yago11k_0.0003 - [INFO] - [E:112| 600]: Train Loss:0.0011526, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:06:06,602 - yago11k_0.0003 - [INFO] - [Epoch:112]: Training Loss:0.001153
2023-06-18 21:06:06,822 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 21:06:19,091 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 21:06:31,184 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 112 valid]:
MRR: Tail : 0.39215, Head : 0.22838, Avg : 0.31026
2023-06-18 21:06:31,184 - yago11k_0.0003 - [INFO] - [Epoch 112]: Training Loss: 0.0011526, Valid MRR: 0.31462,
2023-06-18 21:06:31,832 - yago11k_0.0003 - [INFO] - [E:113| 0]: Train Loss:0.0011595, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:07:35,980 - yago11k_0.0003 - [INFO] - [E:113| 100]: Train Loss:0.0011513, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:08:40,199 - yago11k_0.0003 - [INFO] - [E:113| 200]: Train Loss:0.0011512, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:09:44,414 - yago11k_0.0003 - [INFO] - [E:113| 300]: Train Loss:0.0011511, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:10:48,591 - yago11k_0.0003 - [INFO] - [E:113| 400]: Train Loss:0.001152, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:11:52,755 - yago11k_0.0003 - [INFO] - [E:113| 500]: Train Loss:0.0011519, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:12:56,486 - yago11k_0.0003 - [INFO] - [E:113| 600]: Train Loss:0.0011522, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:12:56,486 - yago11k_0.0003 - [INFO] - [Epoch:113]: Training Loss:0.001152
2023-06-18 21:12:56,705 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 21:13:08,967 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 21:13:21,054 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 113 valid]:
MRR: Tail : 0.39676, Head : 0.23119, Avg : 0.31398
2023-06-18 21:13:21,054 - yago11k_0.0003 - [INFO] - [Epoch 113]: Training Loss: 0.0011522, Valid MRR: 0.31462,
2023-06-18 21:13:21,700 - yago11k_0.0003 - [INFO] - [E:114| 0]: Train Loss:0.001144, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:14:25,908 - yago11k_0.0003 - [INFO] - [E:114| 100]: Train Loss:0.0011496, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:15:30,078 - yago11k_0.0003 - [INFO] - [E:114| 200]: Train Loss:0.0011494, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:16:34,290 - yago11k_0.0003 - [INFO] - [E:114| 300]: Train Loss:0.0011498, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:17:38,514 - yago11k_0.0003 - [INFO] - [E:114| 400]: Train Loss:0.0011508, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:18:42,693 - yago11k_0.0003 - [INFO] - [E:114| 500]: Train Loss:0.0011512, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:19:46,469 - yago11k_0.0003 - [INFO] - [E:114| 600]: Train Loss:0.0011517, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:19:46,469 - yago11k_0.0003 - [INFO] - [Epoch:114]: Training Loss:0.001152
2023-06-18 21:19:46,688 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 21:19:58,954 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 21:20:11,050 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 114 valid]:
MRR: Tail : 0.39187, Head : 0.2285, Avg : 0.31018
2023-06-18 21:20:11,050 - yago11k_0.0003 - [INFO] - [Epoch 114]: Training Loss: 0.0011517, Valid MRR: 0.31462,
2023-06-18 21:20:11,697 - yago11k_0.0003 - [INFO] - [E:115| 0]: Train Loss:0.0011488, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:21:15,888 - yago11k_0.0003 - [INFO] - [E:115| 100]: Train Loss:0.0011516, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:22:20,087 - yago11k_0.0003 - [INFO] - [E:115| 200]: Train Loss:0.0011501, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:23:24,273 - yago11k_0.0003 - [INFO] - [E:115| 300]: Train Loss:0.0011505, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:24:28,479 - yago11k_0.0003 - [INFO] - [E:115| 400]: Train Loss:0.0011502, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:25:32,692 - yago11k_0.0003 - [INFO] - [E:115| 500]: Train Loss:0.001151, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:26:36,455 - yago11k_0.0003 - [INFO] - [E:115| 600]: Train Loss:0.0011508, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:26:36,456 - yago11k_0.0003 - [INFO] - [Epoch:115]: Training Loss:0.001151
2023-06-18 21:26:36,674 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 21:26:48,933 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 21:27:01,027 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 115 valid]:
MRR: Tail : 0.39948, Head : 0.22972, Avg : 0.3146
2023-06-18 21:27:01,027 - yago11k_0.0003 - [INFO] - [Epoch 115]: Training Loss: 0.0011508, Valid MRR: 0.31462,
2023-06-18 21:27:01,675 - yago11k_0.0003 - [INFO] - [E:116| 0]: Train Loss:0.0011248, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:28:05,853 - yago11k_0.0003 - [INFO] - [E:116| 100]: Train Loss:0.0011487, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:29:10,043 - yago11k_0.0003 - [INFO] - [E:116| 200]: Train Loss:0.0011487, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:30:14,228 - yago11k_0.0003 - [INFO] - [E:116| 300]: Train Loss:0.0011493, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:31:18,423 - yago11k_0.0003 - [INFO] - [E:116| 400]: Train Loss:0.0011503, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:32:22,614 - yago11k_0.0003 - [INFO] - [E:116| 500]: Train Loss:0.0011509, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:33:26,396 - yago11k_0.0003 - [INFO] - [E:116| 600]: Train Loss:0.001151, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:33:26,396 - yago11k_0.0003 - [INFO] - [Epoch:116]: Training Loss:0.001151
2023-06-18 21:33:26,615 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 21:33:38,872 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 21:33:50,980 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 116 valid]:
MRR: Tail : 0.39659, Head : 0.23247, Avg : 0.31453
2023-06-18 21:33:50,980 - yago11k_0.0003 - [INFO] - [Epoch 116]: Training Loss: 0.001151, Valid MRR: 0.31462,
2023-06-18 21:33:51,626 - yago11k_0.0003 - [INFO] - [E:117| 0]: Train Loss:0.0011512, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:34:55,834 - yago11k_0.0003 - [INFO] - [E:117| 100]: Train Loss:0.0011466, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:36:00,024 - yago11k_0.0003 - [INFO] - [E:117| 200]: Train Loss:0.0011476, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:37:04,203 - yago11k_0.0003 - [INFO] - [E:117| 300]: Train Loss:0.0011484, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:38:08,398 - yago11k_0.0003 - [INFO] - [E:117| 400]: Train Loss:0.0011494, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:39:12,566 - yago11k_0.0003 - [INFO] - [E:117| 500]: Train Loss:0.0011495, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:40:16,327 - yago11k_0.0003 - [INFO] - [E:117| 600]: Train Loss:0.00115, Val MRR:0.31462, yago11k_0.0003
2023-06-18 21:40:16,327 - yago11k_0.0003 - [INFO] - [Epoch:117]: Training Loss:0.00115
2023-06-18 21:40:16,546 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 21:40:28,823 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 21:40:40,921 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 117 valid]:
MRR: Tail : 0.40112, Head : 0.23031, Avg : 0.31571
2023-06-18 21:40:41,876 - yago11k_0.0003 - [INFO] - [Epoch 117]: Training Loss: 0.00115, Valid MRR: 0.31571,
2023-06-18 21:40:42,523 - yago11k_0.0003 - [INFO] - [E:118| 0]: Train Loss:0.001184, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:41:46,721 - yago11k_0.0003 - [INFO] - [E:118| 100]: Train Loss:0.0011444, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:42:50,901 - yago11k_0.0003 - [INFO] - [E:118| 200]: Train Loss:0.0011476, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:43:55,078 - yago11k_0.0003 - [INFO] - [E:118| 300]: Train Loss:0.0011479, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:44:59,255 - yago11k_0.0003 - [INFO] - [E:118| 400]: Train Loss:0.0011484, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:46:03,438 - yago11k_0.0003 - [INFO] - [E:118| 500]: Train Loss:0.0011492, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:47:07,184 - yago11k_0.0003 - [INFO] - [E:118| 600]: Train Loss:0.0011494, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:47:07,184 - yago11k_0.0003 - [INFO] - [Epoch:118]: Training Loss:0.001149
2023-06-18 21:47:07,403 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 21:47:19,670 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 21:47:31,758 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 118 valid]:
MRR: Tail : 0.39576, Head : 0.23025, Avg : 0.313
2023-06-18 21:47:31,758 - yago11k_0.0003 - [INFO] - [Epoch 118]: Training Loss: 0.0011494, Valid MRR: 0.31571,
2023-06-18 21:47:32,405 - yago11k_0.0003 - [INFO] - [E:119| 0]: Train Loss:0.0011578, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:48:36,594 - yago11k_0.0003 - [INFO] - [E:119| 100]: Train Loss:0.0011485, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:49:40,769 - yago11k_0.0003 - [INFO] - [E:119| 200]: Train Loss:0.0011477, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:50:44,926 - yago11k_0.0003 - [INFO] - [E:119| 300]: Train Loss:0.0011479, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:51:49,130 - yago11k_0.0003 - [INFO] - [E:119| 400]: Train Loss:0.0011482, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:52:53,321 - yago11k_0.0003 - [INFO] - [E:119| 500]: Train Loss:0.0011489, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:53:57,075 - yago11k_0.0003 - [INFO] - [E:119| 600]: Train Loss:0.0011491, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:53:57,075 - yago11k_0.0003 - [INFO] - [Epoch:119]: Training Loss:0.001149
2023-06-18 21:53:57,295 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 21:54:09,560 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 21:54:21,651 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 119 valid]:
MRR: Tail : 0.39559, Head : 0.23066, Avg : 0.31313
MR: Tail : 746.39, Head : 1033.1, Avg : 889.74
Hit-1: Tail : 0.31134, Head : 0.18866, Avg : 0.25
Hit-3: Tail : 0.4347, Head : 0.22548, Avg : 0.33009
Hit-10: Tail : 0.55793, Head : 0.3112, Avg : 0.43457
2023-06-18 21:54:21,651 - yago11k_0.0003 - [INFO] - [Epoch 119]: Training Loss: 0.0011491, Valid MRR: 0.31571,
2023-06-18 21:54:22,300 - yago11k_0.0003 - [INFO] - [E:120| 0]: Train Loss:0.0011266, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:55:26,479 - yago11k_0.0003 - [INFO] - [E:120| 100]: Train Loss:0.0011477, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:56:30,667 - yago11k_0.0003 - [INFO] - [E:120| 200]: Train Loss:0.0011478, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:57:34,866 - yago11k_0.0003 - [INFO] - [E:120| 300]: Train Loss:0.0011478, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:58:39,053 - yago11k_0.0003 - [INFO] - [E:120| 400]: Train Loss:0.0011477, Val MRR:0.31571, yago11k_0.0003
2023-06-18 21:59:43,210 - yago11k_0.0003 - [INFO] - [E:120| 500]: Train Loss:0.0011477, Val MRR:0.31571, yago11k_0.0003
2023-06-18 22:00:46,971 - yago11k_0.0003 - [INFO] - [E:120| 600]: Train Loss:0.0011484, Val MRR:0.31571, yago11k_0.0003
2023-06-18 22:00:46,971 - yago11k_0.0003 - [INFO] - [Epoch:120]: Training Loss:0.001148
2023-06-18 22:00:47,190 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 22:00:59,459 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 22:01:11,554 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 120 valid]:
MRR: Tail : 0.39816, Head : 0.22994, Avg : 0.31405
2023-06-18 22:01:11,554 - yago11k_0.0003 - [INFO] - [Epoch 120]: Training Loss: 0.0011484, Valid MRR: 0.31571,
2023-06-18 22:01:12,201 - yago11k_0.0003 - [INFO] - [E:121| 0]: Train Loss:0.0011554, Val MRR:0.31571, yago11k_0.0003
2023-06-18 22:02:16,472 - yago11k_0.0003 - [INFO] - [E:121| 100]: Train Loss:0.0011448, Val MRR:0.31571, yago11k_0.0003
2023-06-18 22:03:20,740 - yago11k_0.0003 - [INFO] - [E:121| 200]: Train Loss:0.001145, Val MRR:0.31571, yago11k_0.0003
2023-06-18 22:04:25,001 - yago11k_0.0003 - [INFO] - [E:121| 300]: Train Loss:0.0011468, Val MRR:0.31571, yago11k_0.0003
2023-06-18 22:05:29,262 - yago11k_0.0003 - [INFO] - [E:121| 400]: Train Loss:0.0011468, Val MRR:0.31571, yago11k_0.0003
2023-06-18 22:06:33,532 - yago11k_0.0003 - [INFO] - [E:121| 500]: Train Loss:0.0011468, Val MRR:0.31571, yago11k_0.0003
2023-06-18 22:07:37,361 - yago11k_0.0003 - [INFO] - [E:121| 600]: Train Loss:0.0011472, Val MRR:0.31571, yago11k_0.0003
2023-06-18 22:07:37,361 - yago11k_0.0003 - [INFO] - [Epoch:121]: Training Loss:0.001147
2023-06-18 22:07:37,581 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 22:07:49,852 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 22:08:01,951 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 121 valid]:
MRR: Tail : 0.40124, Head : 0.2303, Avg : 0.31577
2023-06-18 22:08:02,916 - yago11k_0.0003 - [INFO] - [Epoch 121]: Training Loss: 0.0011472, Valid MRR: 0.31577,
2023-06-18 22:08:03,562 - yago11k_0.0003 - [INFO] - [E:122| 0]: Train Loss:0.0011257, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:09:07,839 - yago11k_0.0003 - [INFO] - [E:122| 100]: Train Loss:0.0011459, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:10:12,103 - yago11k_0.0003 - [INFO] - [E:122| 200]: Train Loss:0.001146, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:11:16,398 - yago11k_0.0003 - [INFO] - [E:122| 300]: Train Loss:0.0011462, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:12:20,706 - yago11k_0.0003 - [INFO] - [E:122| 400]: Train Loss:0.0011461, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:13:24,998 - yago11k_0.0003 - [INFO] - [E:122| 500]: Train Loss:0.0011466, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:14:28,853 - yago11k_0.0003 - [INFO] - [E:122| 600]: Train Loss:0.001147, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:14:28,854 - yago11k_0.0003 - [INFO] - [Epoch:122]: Training Loss:0.001147
2023-06-18 22:14:29,072 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 22:14:41,340 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 22:14:53,442 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 122 valid]:
MRR: Tail : 0.39638, Head : 0.22855, Avg : 0.31246
2023-06-18 22:14:53,442 - yago11k_0.0003 - [INFO] - [Epoch 122]: Training Loss: 0.001147, Valid MRR: 0.31577,
2023-06-18 22:14:54,091 - yago11k_0.0003 - [INFO] - [E:123| 0]: Train Loss:0.0011312, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:15:58,411 - yago11k_0.0003 - [INFO] - [E:123| 100]: Train Loss:0.0011471, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:17:02,682 - yago11k_0.0003 - [INFO] - [E:123| 200]: Train Loss:0.0011453, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:18:06,976 - yago11k_0.0003 - [INFO] - [E:123| 300]: Train Loss:0.0011457, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:19:11,230 - yago11k_0.0003 - [INFO] - [E:123| 400]: Train Loss:0.0011461, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:20:15,489 - yago11k_0.0003 - [INFO] - [E:123| 500]: Train Loss:0.0011467, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:21:19,320 - yago11k_0.0003 - [INFO] - [E:123| 600]: Train Loss:0.0011467, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:21:19,320 - yago11k_0.0003 - [INFO] - [Epoch:123]: Training Loss:0.001147
2023-06-18 22:21:19,539 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 22:21:31,815 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 22:21:43,919 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 123 valid]:
MRR: Tail : 0.39653, Head : 0.23111, Avg : 0.31382
2023-06-18 22:21:43,919 - yago11k_0.0003 - [INFO] - [Epoch 123]: Training Loss: 0.0011467, Valid MRR: 0.31577,
2023-06-18 22:21:44,567 - yago11k_0.0003 - [INFO] - [E:124| 0]: Train Loss:0.0011269, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:22:48,830 - yago11k_0.0003 - [INFO] - [E:124| 100]: Train Loss:0.0011435, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:23:53,090 - yago11k_0.0003 - [INFO] - [E:124| 200]: Train Loss:0.0011443, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:24:57,386 - yago11k_0.0003 - [INFO] - [E:124| 300]: Train Loss:0.0011463, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:26:01,686 - yago11k_0.0003 - [INFO] - [E:124| 400]: Train Loss:0.0011467, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:27:05,997 - yago11k_0.0003 - [INFO] - [E:124| 500]: Train Loss:0.0011469, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:28:09,825 - yago11k_0.0003 - [INFO] - [E:124| 600]: Train Loss:0.0011464, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:28:09,826 - yago11k_0.0003 - [INFO] - [Epoch:124]: Training Loss:0.001146
2023-06-18 22:28:10,045 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 22:28:22,314 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 22:28:34,432 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 124 valid]:
MRR: Tail : 0.39921, Head : 0.23144, Avg : 0.31532
2023-06-18 22:28:34,433 - yago11k_0.0003 - [INFO] - [Epoch 124]: Training Loss: 0.0011464, Valid MRR: 0.31577,
2023-06-18 22:28:35,081 - yago11k_0.0003 - [INFO] - [E:125| 0]: Train Loss:0.0011301, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:29:39,361 - yago11k_0.0003 - [INFO] - [E:125| 100]: Train Loss:0.0011428, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:30:43,649 - yago11k_0.0003 - [INFO] - [E:125| 200]: Train Loss:0.0011439, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:31:47,920 - yago11k_0.0003 - [INFO] - [E:125| 300]: Train Loss:0.0011453, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:32:52,183 - yago11k_0.0003 - [INFO] - [E:125| 400]: Train Loss:0.001145, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:33:56,474 - yago11k_0.0003 - [INFO] - [E:125| 500]: Train Loss:0.0011458, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:35:00,327 - yago11k_0.0003 - [INFO] - [E:125| 600]: Train Loss:0.0011456, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:35:00,327 - yago11k_0.0003 - [INFO] - [Epoch:125]: Training Loss:0.001146
2023-06-18 22:35:00,547 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 22:35:12,817 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 22:35:24,935 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 125 valid]:
MRR: Tail : 0.39854, Head : 0.23166, Avg : 0.3151
2023-06-18 22:35:24,935 - yago11k_0.0003 - [INFO] - [Epoch 125]: Training Loss: 0.0011456, Valid MRR: 0.31577,
2023-06-18 22:35:25,583 - yago11k_0.0003 - [INFO] - [E:126| 0]: Train Loss:0.0011958, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:36:29,848 - yago11k_0.0003 - [INFO] - [E:126| 100]: Train Loss:0.0011442, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:37:34,106 - yago11k_0.0003 - [INFO] - [E:126| 200]: Train Loss:0.0011433, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:38:38,370 - yago11k_0.0003 - [INFO] - [E:126| 300]: Train Loss:0.0011442, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:39:42,671 - yago11k_0.0003 - [INFO] - [E:126| 400]: Train Loss:0.0011439, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:40:46,951 - yago11k_0.0003 - [INFO] - [E:126| 500]: Train Loss:0.0011443, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:41:50,774 - yago11k_0.0003 - [INFO] - [E:126| 600]: Train Loss:0.0011452, Val MRR:0.31577, yago11k_0.0003
2023-06-18 22:41:50,775 - yago11k_0.0003 - [INFO] - [Epoch:126]: Training Loss:0.001145
2023-06-18 22:41:50,994 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 22:42:03,280 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 22:42:15,387 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 126 valid]:
MRR: Tail : 0.39948, Head : 0.23259, Avg : 0.31603
2023-06-18 22:42:16,349 - yago11k_0.0003 - [INFO] - [Epoch 126]: Training Loss: 0.0011452, Valid MRR: 0.31603,
2023-06-18 22:42:16,997 - yago11k_0.0003 - [INFO] - [E:127| 0]: Train Loss:0.0011345, Val MRR:0.31603, yago11k_0.0003
2023-06-18 22:43:21,287 - yago11k_0.0003 - [INFO] - [E:127| 100]: Train Loss:0.0011429, Val MRR:0.31603, yago11k_0.0003
2023-06-18 22:44:25,541 - yago11k_0.0003 - [INFO] - [E:127| 200]: Train Loss:0.0011453, Val MRR:0.31603, yago11k_0.0003
2023-06-18 22:45:29,816 - yago11k_0.0003 - [INFO] - [E:127| 300]: Train Loss:0.0011448, Val MRR:0.31603, yago11k_0.0003
2023-06-18 22:46:34,090 - yago11k_0.0003 - [INFO] - [E:127| 400]: Train Loss:0.0011444, Val MRR:0.31603, yago11k_0.0003
2023-06-18 22:47:38,379 - yago11k_0.0003 - [INFO] - [E:127| 500]: Train Loss:0.0011444, Val MRR:0.31603, yago11k_0.0003
2023-06-18 22:48:42,179 - yago11k_0.0003 - [INFO] - [E:127| 600]: Train Loss:0.0011447, Val MRR:0.31603, yago11k_0.0003
2023-06-18 22:48:42,179 - yago11k_0.0003 - [INFO] - [Epoch:127]: Training Loss:0.001145
2023-06-18 22:48:42,399 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 22:48:54,672 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 22:49:06,769 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 127 valid]:
MRR: Tail : 0.40356, Head : 0.23201, Avg : 0.31778
2023-06-18 22:49:07,727 - yago11k_0.0003 - [INFO] - [Epoch 127]: Training Loss: 0.0011447, Valid MRR: 0.31778,
2023-06-18 22:49:08,375 - yago11k_0.0003 - [INFO] - [E:128| 0]: Train Loss:0.0011517, Val MRR:0.31778, yago11k_0.0003
2023-06-18 22:50:12,650 - yago11k_0.0003 - [INFO] - [E:128| 100]: Train Loss:0.0011431, Val MRR:0.31778, yago11k_0.0003
2023-06-18 22:51:16,924 - yago11k_0.0003 - [INFO] - [E:128| 200]: Train Loss:0.0011424, Val MRR:0.31778, yago11k_0.0003
2023-06-18 22:52:21,224 - yago11k_0.0003 - [INFO] - [E:128| 300]: Train Loss:0.0011435, Val MRR:0.31778, yago11k_0.0003
2023-06-18 22:53:25,475 - yago11k_0.0003 - [INFO] - [E:128| 400]: Train Loss:0.0011436, Val MRR:0.31778, yago11k_0.0003
2023-06-18 22:54:29,778 - yago11k_0.0003 - [INFO] - [E:128| 500]: Train Loss:0.0011438, Val MRR:0.31778, yago11k_0.0003
2023-06-18 22:55:33,629 - yago11k_0.0003 - [INFO] - [E:128| 600]: Train Loss:0.001144, Val MRR:0.31778, yago11k_0.0003
2023-06-18 22:55:33,630 - yago11k_0.0003 - [INFO] - [Epoch:128]: Training Loss:0.001144
2023-06-18 22:55:33,849 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 22:55:46,124 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 22:55:58,223 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 128 valid]:
MRR: Tail : 0.40208, Head : 0.23025, Avg : 0.31616
2023-06-18 22:55:58,223 - yago11k_0.0003 - [INFO] - [Epoch 128]: Training Loss: 0.001144, Valid MRR: 0.31778,
2023-06-18 22:55:58,871 - yago11k_0.0003 - [INFO] - [E:129| 0]: Train Loss:0.0011538, Val MRR:0.31778, yago11k_0.0003
2023-06-18 22:57:03,152 - yago11k_0.0003 - [INFO] - [E:129| 100]: Train Loss:0.001141, Val MRR:0.31778, yago11k_0.0003
2023-06-18 22:58:07,426 - yago11k_0.0003 - [INFO] - [E:129| 200]: Train Loss:0.001143, Val MRR:0.31778, yago11k_0.0003
2023-06-18 22:59:11,665 - yago11k_0.0003 - [INFO] - [E:129| 300]: Train Loss:0.0011424, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:00:15,978 - yago11k_0.0003 - [INFO] - [E:129| 400]: Train Loss:0.0011423, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:01:20,269 - yago11k_0.0003 - [INFO] - [E:129| 500]: Train Loss:0.0011426, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:02:24,122 - yago11k_0.0003 - [INFO] - [E:129| 600]: Train Loss:0.0011438, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:02:24,122 - yago11k_0.0003 - [INFO] - [Epoch:129]: Training Loss:0.001144
2023-06-18 23:02:24,341 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 23:02:36,614 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 23:02:48,714 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 129 valid]:
MRR: Tail : 0.39652, Head : 0.2315, Avg : 0.31401
MR: Tail : 749.55, Head : 1036.9, Avg : 893.23
Hit-1: Tail : 0.31064, Head : 0.19089, Avg : 0.25076
Hit-3: Tail : 0.43998, Head : 0.22478, Avg : 0.33238
Hit-10: Tail : 0.56224, Head : 0.31537, Avg : 0.4388
2023-06-18 23:02:48,714 - yago11k_0.0003 - [INFO] - [Epoch 129]: Training Loss: 0.0011438, Valid MRR: 0.31778,
2023-06-18 23:02:49,362 - yago11k_0.0003 - [INFO] - [E:130| 0]: Train Loss:0.0011572, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:03:53,680 - yago11k_0.0003 - [INFO] - [E:130| 100]: Train Loss:0.0011424, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:04:57,977 - yago11k_0.0003 - [INFO] - [E:130| 200]: Train Loss:0.0011418, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:06:02,224 - yago11k_0.0003 - [INFO] - [E:130| 300]: Train Loss:0.0011407, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:07:06,505 - yago11k_0.0003 - [INFO] - [E:130| 400]: Train Loss:0.0011416, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:08:10,778 - yago11k_0.0003 - [INFO] - [E:130| 500]: Train Loss:0.0011429, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:09:14,647 - yago11k_0.0003 - [INFO] - [E:130| 600]: Train Loss:0.0011431, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:09:14,647 - yago11k_0.0003 - [INFO] - [Epoch:130]: Training Loss:0.001143
2023-06-18 23:09:14,866 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 23:09:27,134 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 23:09:39,240 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 130 valid]:
MRR: Tail : 0.39586, Head : 0.23153, Avg : 0.3137
2023-06-18 23:09:39,240 - yago11k_0.0003 - [INFO] - [Epoch 130]: Training Loss: 0.0011431, Valid MRR: 0.31778,
2023-06-18 23:09:39,888 - yago11k_0.0003 - [INFO] - [E:131| 0]: Train Loss:0.0011241, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:10:44,179 - yago11k_0.0003 - [INFO] - [E:131| 100]: Train Loss:0.0011408, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:11:48,467 - yago11k_0.0003 - [INFO] - [E:131| 200]: Train Loss:0.0011404, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:12:52,723 - yago11k_0.0003 - [INFO] - [E:131| 300]: Train Loss:0.0011412, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:13:56,995 - yago11k_0.0003 - [INFO] - [E:131| 400]: Train Loss:0.0011421, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:15:01,261 - yago11k_0.0003 - [INFO] - [E:131| 500]: Train Loss:0.0011427, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:16:05,117 - yago11k_0.0003 - [INFO] - [E:131| 600]: Train Loss:0.0011431, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:16:05,118 - yago11k_0.0003 - [INFO] - [Epoch:131]: Training Loss:0.001143
2023-06-18 23:16:05,337 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 23:16:17,612 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 23:16:29,718 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 131 valid]:
MRR: Tail : 0.39349, Head : 0.23194, Avg : 0.31272
2023-06-18 23:16:29,718 - yago11k_0.0003 - [INFO] - [Epoch 131]: Training Loss: 0.0011431, Valid MRR: 0.31778,
2023-06-18 23:16:30,369 - yago11k_0.0003 - [INFO] - [E:132| 0]: Train Loss:0.0011703, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:17:34,677 - yago11k_0.0003 - [INFO] - [E:132| 100]: Train Loss:0.0011454, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:18:38,945 - yago11k_0.0003 - [INFO] - [E:132| 200]: Train Loss:0.001145, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:19:43,216 - yago11k_0.0003 - [INFO] - [E:132| 300]: Train Loss:0.0011433, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:20:47,476 - yago11k_0.0003 - [INFO] - [E:132| 400]: Train Loss:0.0011424, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:21:51,754 - yago11k_0.0003 - [INFO] - [E:132| 500]: Train Loss:0.0011423, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:22:55,629 - yago11k_0.0003 - [INFO] - [E:132| 600]: Train Loss:0.0011425, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:22:55,630 - yago11k_0.0003 - [INFO] - [Epoch:132]: Training Loss:0.001143
2023-06-18 23:22:55,849 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 23:23:08,114 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 23:23:20,221 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 132 valid]:
MRR: Tail : 0.39486, Head : 0.23081, Avg : 0.31283
2023-06-18 23:23:20,221 - yago11k_0.0003 - [INFO] - [Epoch 132]: Training Loss: 0.0011425, Valid MRR: 0.31778,
2023-06-18 23:23:20,871 - yago11k_0.0003 - [INFO] - [E:133| 0]: Train Loss:0.0011528, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:24:25,132 - yago11k_0.0003 - [INFO] - [E:133| 100]: Train Loss:0.0011401, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:25:29,417 - yago11k_0.0003 - [INFO] - [E:133| 200]: Train Loss:0.0011413, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:26:33,676 - yago11k_0.0003 - [INFO] - [E:133| 300]: Train Loss:0.0011412, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:27:37,964 - yago11k_0.0003 - [INFO] - [E:133| 400]: Train Loss:0.0011413, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:28:42,231 - yago11k_0.0003 - [INFO] - [E:133| 500]: Train Loss:0.0011409, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:29:46,081 - yago11k_0.0003 - [INFO] - [E:133| 600]: Train Loss:0.0011411, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:29:46,081 - yago11k_0.0003 - [INFO] - [Epoch:133]: Training Loss:0.001141
2023-06-18 23:29:46,301 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 23:29:58,573 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 23:30:10,689 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 133 valid]:
MRR: Tail : 0.39518, Head : 0.23304, Avg : 0.31411
2023-06-18 23:30:10,689 - yago11k_0.0003 - [INFO] - [Epoch 133]: Training Loss: 0.0011411, Valid MRR: 0.31778,
2023-06-18 23:30:11,337 - yago11k_0.0003 - [INFO] - [E:134| 0]: Train Loss:0.0011193, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:31:15,608 - yago11k_0.0003 - [INFO] - [E:134| 100]: Train Loss:0.0011368, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:32:19,879 - yago11k_0.0003 - [INFO] - [E:134| 200]: Train Loss:0.0011377, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:33:24,147 - yago11k_0.0003 - [INFO] - [E:134| 300]: Train Loss:0.0011396, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:34:28,407 - yago11k_0.0003 - [INFO] - [E:134| 400]: Train Loss:0.0011414, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:35:32,702 - yago11k_0.0003 - [INFO] - [E:134| 500]: Train Loss:0.0011419, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:36:36,558 - yago11k_0.0003 - [INFO] - [E:134| 600]: Train Loss:0.0011416, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:36:36,558 - yago11k_0.0003 - [INFO] - [Epoch:134]: Training Loss:0.001142
2023-06-18 23:36:36,778 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 23:36:49,060 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 23:37:01,167 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 134 valid]:
MRR: Tail : 0.39427, Head : 0.22979, Avg : 0.31203
2023-06-18 23:37:01,167 - yago11k_0.0003 - [INFO] - [Epoch 134]: Training Loss: 0.0011416, Valid MRR: 0.31778,
2023-06-18 23:37:01,815 - yago11k_0.0003 - [INFO] - [E:135| 0]: Train Loss:0.0011356, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:38:06,058 - yago11k_0.0003 - [INFO] - [E:135| 100]: Train Loss:0.0011379, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:39:10,326 - yago11k_0.0003 - [INFO] - [E:135| 200]: Train Loss:0.0011391, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:40:14,606 - yago11k_0.0003 - [INFO] - [E:135| 300]: Train Loss:0.0011403, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:41:18,875 - yago11k_0.0003 - [INFO] - [E:135| 400]: Train Loss:0.0011402, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:42:23,140 - yago11k_0.0003 - [INFO] - [E:135| 500]: Train Loss:0.0011403, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:43:26,954 - yago11k_0.0003 - [INFO] - [E:135| 600]: Train Loss:0.0011406, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:43:26,955 - yago11k_0.0003 - [INFO] - [Epoch:135]: Training Loss:0.001141
2023-06-18 23:43:27,175 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 23:43:39,455 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 23:43:51,553 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 135 valid]:
MRR: Tail : 0.3928, Head : 0.23167, Avg : 0.31224
2023-06-18 23:43:51,553 - yago11k_0.0003 - [INFO] - [Epoch 135]: Training Loss: 0.0011406, Valid MRR: 0.31778,
2023-06-18 23:43:52,200 - yago11k_0.0003 - [INFO] - [E:136| 0]: Train Loss:0.0011233, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:44:56,381 - yago11k_0.0003 - [INFO] - [E:136| 100]: Train Loss:0.0011392, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:46:00,596 - yago11k_0.0003 - [INFO] - [E:136| 200]: Train Loss:0.0011393, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:47:04,811 - yago11k_0.0003 - [INFO] - [E:136| 300]: Train Loss:0.0011397, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:48:09,015 - yago11k_0.0003 - [INFO] - [E:136| 400]: Train Loss:0.0011398, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:49:13,259 - yago11k_0.0003 - [INFO] - [E:136| 500]: Train Loss:0.0011403, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:50:17,049 - yago11k_0.0003 - [INFO] - [E:136| 600]: Train Loss:0.0011403, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:50:17,050 - yago11k_0.0003 - [INFO] - [Epoch:136]: Training Loss:0.00114
2023-06-18 23:50:17,269 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 23:50:29,536 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 23:50:41,633 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 136 valid]:
MRR: Tail : 0.39907, Head : 0.23501, Avg : 0.31704
2023-06-18 23:50:41,633 - yago11k_0.0003 - [INFO] - [Epoch 136]: Training Loss: 0.0011403, Valid MRR: 0.31778,
2023-06-18 23:50:42,280 - yago11k_0.0003 - [INFO] - [E:137| 0]: Train Loss:0.0011495, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:51:46,510 - yago11k_0.0003 - [INFO] - [E:137| 100]: Train Loss:0.0011384, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:52:50,720 - yago11k_0.0003 - [INFO] - [E:137| 200]: Train Loss:0.001139, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:53:54,924 - yago11k_0.0003 - [INFO] - [E:137| 300]: Train Loss:0.0011389, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:54:59,159 - yago11k_0.0003 - [INFO] - [E:137| 400]: Train Loss:0.0011392, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:56:03,393 - yago11k_0.0003 - [INFO] - [E:137| 500]: Train Loss:0.0011392, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:57:07,163 - yago11k_0.0003 - [INFO] - [E:137| 600]: Train Loss:0.0011396, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:57:07,163 - yago11k_0.0003 - [INFO] - [Epoch:137]: Training Loss:0.00114
2023-06-18 23:57:07,382 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-18 23:57:19,649 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-18 23:57:31,748 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 137 valid]:
MRR: Tail : 0.39653, Head : 0.23196, Avg : 0.31424
2023-06-18 23:57:31,748 - yago11k_0.0003 - [INFO] - [Epoch 137]: Training Loss: 0.0011396, Valid MRR: 0.31778,
2023-06-18 23:57:32,396 - yago11k_0.0003 - [INFO] - [E:138| 0]: Train Loss:0.0011582, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:58:36,603 - yago11k_0.0003 - [INFO] - [E:138| 100]: Train Loss:0.0011393, Val MRR:0.31778, yago11k_0.0003
2023-06-18 23:59:40,825 - yago11k_0.0003 - [INFO] - [E:138| 200]: Train Loss:0.0011391, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:00:45,060 - yago11k_0.0003 - [INFO] - [E:138| 300]: Train Loss:0.0011394, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:01:49,291 - yago11k_0.0003 - [INFO] - [E:138| 400]: Train Loss:0.0011392, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:02:53,526 - yago11k_0.0003 - [INFO] - [E:138| 500]: Train Loss:0.0011393, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:03:57,305 - yago11k_0.0003 - [INFO] - [E:138| 600]: Train Loss:0.0011394, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:03:57,305 - yago11k_0.0003 - [INFO] - [Epoch:138]: Training Loss:0.001139
2023-06-19 00:03:57,524 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 00:04:09,788 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 00:04:21,882 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 138 valid]:
MRR: Tail : 0.39512, Head : 0.23388, Avg : 0.3145
2023-06-19 00:04:21,882 - yago11k_0.0003 - [INFO] - [Epoch 138]: Training Loss: 0.0011394, Valid MRR: 0.31778,
2023-06-19 00:04:22,530 - yago11k_0.0003 - [INFO] - [E:139| 0]: Train Loss:0.0011729, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:05:26,740 - yago11k_0.0003 - [INFO] - [E:139| 100]: Train Loss:0.001139, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:06:30,969 - yago11k_0.0003 - [INFO] - [E:139| 200]: Train Loss:0.001138, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:07:35,192 - yago11k_0.0003 - [INFO] - [E:139| 300]: Train Loss:0.0011371, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:08:39,389 - yago11k_0.0003 - [INFO] - [E:139| 400]: Train Loss:0.0011379, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:09:43,598 - yago11k_0.0003 - [INFO] - [E:139| 500]: Train Loss:0.0011381, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:10:47,355 - yago11k_0.0003 - [INFO] - [E:139| 600]: Train Loss:0.0011386, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:10:47,355 - yago11k_0.0003 - [INFO] - [Epoch:139]: Training Loss:0.001139
2023-06-19 00:10:47,574 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 00:10:59,830 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 00:11:11,920 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 139 valid]:
MRR: Tail : 0.39647, Head : 0.23129, Avg : 0.31388
MR: Tail : 759.74, Head : 1044.7, Avg : 902.2
Hit-1: Tail : 0.31106, Head : 0.19033, Avg : 0.25069
Hit-3: Tail : 0.43804, Head : 0.22729, Avg : 0.33266
Hit-10: Tail : 0.56432, Head : 0.31675, Avg : 0.44054
2023-06-19 00:11:11,920 - yago11k_0.0003 - [INFO] - [Epoch 139]: Training Loss: 0.0011386, Valid MRR: 0.31778,
2023-06-19 00:11:12,568 - yago11k_0.0003 - [INFO] - [E:140| 0]: Train Loss:0.001141, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:12:16,760 - yago11k_0.0003 - [INFO] - [E:140| 100]: Train Loss:0.0011378, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:13:20,958 - yago11k_0.0003 - [INFO] - [E:140| 200]: Train Loss:0.001138, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:14:25,146 - yago11k_0.0003 - [INFO] - [E:140| 300]: Train Loss:0.001139, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:15:29,370 - yago11k_0.0003 - [INFO] - [E:140| 400]: Train Loss:0.0011386, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:16:33,586 - yago11k_0.0003 - [INFO] - [E:140| 500]: Train Loss:0.0011388, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:17:37,336 - yago11k_0.0003 - [INFO] - [E:140| 600]: Train Loss:0.0011385, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:17:37,336 - yago11k_0.0003 - [INFO] - [Epoch:140]: Training Loss:0.001138
2023-06-19 00:17:37,554 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 00:17:49,817 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 00:18:01,910 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 140 valid]:
MRR: Tail : 0.39811, Head : 0.23175, Avg : 0.31493
2023-06-19 00:18:01,910 - yago11k_0.0003 - [INFO] - [Epoch 140]: Training Loss: 0.0011385, Valid MRR: 0.31778,
2023-06-19 00:18:02,558 - yago11k_0.0003 - [INFO] - [E:141| 0]: Train Loss:0.0011313, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:19:06,778 - yago11k_0.0003 - [INFO] - [E:141| 100]: Train Loss:0.0011341, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:20:10,992 - yago11k_0.0003 - [INFO] - [E:141| 200]: Train Loss:0.0011361, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:21:15,206 - yago11k_0.0003 - [INFO] - [E:141| 300]: Train Loss:0.0011359, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:22:19,439 - yago11k_0.0003 - [INFO] - [E:141| 400]: Train Loss:0.0011368, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:23:23,639 - yago11k_0.0003 - [INFO] - [E:141| 500]: Train Loss:0.0011376, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:24:27,387 - yago11k_0.0003 - [INFO] - [E:141| 600]: Train Loss:0.0011383, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:24:27,387 - yago11k_0.0003 - [INFO] - [Epoch:141]: Training Loss:0.001138
2023-06-19 00:24:27,605 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 00:24:39,863 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 00:24:51,961 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 141 valid]:
MRR: Tail : 0.39997, Head : 0.23378, Avg : 0.31687
2023-06-19 00:24:51,961 - yago11k_0.0003 - [INFO] - [Epoch 141]: Training Loss: 0.0011383, Valid MRR: 0.31778,
2023-06-19 00:24:52,611 - yago11k_0.0003 - [INFO] - [E:142| 0]: Train Loss:0.0011087, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:25:56,780 - yago11k_0.0003 - [INFO] - [E:142| 100]: Train Loss:0.0011369, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:27:00,996 - yago11k_0.0003 - [INFO] - [E:142| 200]: Train Loss:0.0011364, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:28:05,222 - yago11k_0.0003 - [INFO] - [E:142| 300]: Train Loss:0.0011363, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:29:09,402 - yago11k_0.0003 - [INFO] - [E:142| 400]: Train Loss:0.0011367, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:30:13,579 - yago11k_0.0003 - [INFO] - [E:142| 500]: Train Loss:0.0011371, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:31:17,361 - yago11k_0.0003 - [INFO] - [E:142| 600]: Train Loss:0.0011377, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:31:17,362 - yago11k_0.0003 - [INFO] - [Epoch:142]: Training Loss:0.001138
2023-06-19 00:31:17,580 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 00:31:29,844 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 00:31:41,952 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 142 valid]:
MRR: Tail : 0.39791, Head : 0.23307, Avg : 0.31549
2023-06-19 00:31:41,952 - yago11k_0.0003 - [INFO] - [Epoch 142]: Training Loss: 0.0011377, Valid MRR: 0.31778,
2023-06-19 00:31:42,600 - yago11k_0.0003 - [INFO] - [E:143| 0]: Train Loss:0.0011387, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:32:46,790 - yago11k_0.0003 - [INFO] - [E:143| 100]: Train Loss:0.0011375, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:33:50,983 - yago11k_0.0003 - [INFO] - [E:143| 200]: Train Loss:0.0011368, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:34:55,196 - yago11k_0.0003 - [INFO] - [E:143| 300]: Train Loss:0.0011378, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:35:59,410 - yago11k_0.0003 - [INFO] - [E:143| 400]: Train Loss:0.0011375, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:37:03,621 - yago11k_0.0003 - [INFO] - [E:143| 500]: Train Loss:0.0011374, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:38:07,433 - yago11k_0.0003 - [INFO] - [E:143| 600]: Train Loss:0.0011379, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:38:07,433 - yago11k_0.0003 - [INFO] - [Epoch:143]: Training Loss:0.001138
2023-06-19 00:38:07,652 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 00:38:19,936 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 00:38:32,043 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 143 valid]:
MRR: Tail : 0.40102, Head : 0.23092, Avg : 0.31597
2023-06-19 00:38:32,043 - yago11k_0.0003 - [INFO] - [Epoch 143]: Training Loss: 0.0011379, Valid MRR: 0.31778,
2023-06-19 00:38:32,690 - yago11k_0.0003 - [INFO] - [E:144| 0]: Train Loss:0.0011391, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:39:36,920 - yago11k_0.0003 - [INFO] - [E:144| 100]: Train Loss:0.0011358, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:40:41,132 - yago11k_0.0003 - [INFO] - [E:144| 200]: Train Loss:0.0011356, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:41:45,424 - yago11k_0.0003 - [INFO] - [E:144| 300]: Train Loss:0.0011363, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:42:49,727 - yago11k_0.0003 - [INFO] - [E:144| 400]: Train Loss:0.0011366, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:43:54,006 - yago11k_0.0003 - [INFO] - [E:144| 500]: Train Loss:0.0011368, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:44:57,865 - yago11k_0.0003 - [INFO] - [E:144| 600]: Train Loss:0.0011375, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:44:57,866 - yago11k_0.0003 - [INFO] - [Epoch:144]: Training Loss:0.001137
2023-06-19 00:44:58,085 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 00:45:10,369 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 00:45:22,463 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 144 valid]:
MRR: Tail : 0.39892, Head : 0.23084, Avg : 0.31488
2023-06-19 00:45:22,463 - yago11k_0.0003 - [INFO] - [Epoch 144]: Training Loss: 0.0011375, Valid MRR: 0.31778,
2023-06-19 00:45:23,109 - yago11k_0.0003 - [INFO] - [E:145| 0]: Train Loss:0.0011205, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:46:27,433 - yago11k_0.0003 - [INFO] - [E:145| 100]: Train Loss:0.0011392, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:47:31,694 - yago11k_0.0003 - [INFO] - [E:145| 200]: Train Loss:0.0011368, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:48:35,984 - yago11k_0.0003 - [INFO] - [E:145| 300]: Train Loss:0.0011369, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:49:40,245 - yago11k_0.0003 - [INFO] - [E:145| 400]: Train Loss:0.0011362, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:50:44,518 - yago11k_0.0003 - [INFO] - [E:145| 500]: Train Loss:0.0011366, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:51:48,331 - yago11k_0.0003 - [INFO] - [E:145| 600]: Train Loss:0.0011367, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:51:48,331 - yago11k_0.0003 - [INFO] - [Epoch:145]: Training Loss:0.001137
2023-06-19 00:51:48,550 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 00:52:00,829 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 00:52:12,934 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 145 valid]:
MRR: Tail : 0.40031, Head : 0.23105, Avg : 0.31568
2023-06-19 00:52:12,934 - yago11k_0.0003 - [INFO] - [Epoch 145]: Training Loss: 0.0011367, Valid MRR: 0.31778,
2023-06-19 00:52:13,581 - yago11k_0.0003 - [INFO] - [E:146| 0]: Train Loss:0.0011133, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:53:17,849 - yago11k_0.0003 - [INFO] - [E:146| 100]: Train Loss:0.0011333, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:54:22,137 - yago11k_0.0003 - [INFO] - [E:146| 200]: Train Loss:0.0011344, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:55:26,405 - yago11k_0.0003 - [INFO] - [E:146| 300]: Train Loss:0.0011354, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:56:30,688 - yago11k_0.0003 - [INFO] - [E:146| 400]: Train Loss:0.0011355, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:57:35,035 - yago11k_0.0003 - [INFO] - [E:146| 500]: Train Loss:0.0011355, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:58:38,889 - yago11k_0.0003 - [INFO] - [E:146| 600]: Train Loss:0.0011361, Val MRR:0.31778, yago11k_0.0003
2023-06-19 00:58:38,889 - yago11k_0.0003 - [INFO] - [Epoch:146]: Training Loss:0.001136
2023-06-19 00:58:39,109 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 00:58:51,385 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 00:59:03,490 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 146 valid]:
MRR: Tail : 0.40346, Head : 0.23486, Avg : 0.31916
2023-06-19 00:59:04,451 - yago11k_0.0003 - [INFO] - [Epoch 146]: Training Loss: 0.0011361, Valid MRR: 0.31916,
2023-06-19 00:59:05,101 - yago11k_0.0003 - [INFO] - [E:147| 0]: Train Loss:0.0011399, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:00:09,399 - yago11k_0.0003 - [INFO] - [E:147| 100]: Train Loss:0.0011349, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:01:13,699 - yago11k_0.0003 - [INFO] - [E:147| 200]: Train Loss:0.0011343, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:02:17,991 - yago11k_0.0003 - [INFO] - [E:147| 300]: Train Loss:0.0011342, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:03:22,282 - yago11k_0.0003 - [INFO] - [E:147| 400]: Train Loss:0.0011354, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:04:26,608 - yago11k_0.0003 - [INFO] - [E:147| 500]: Train Loss:0.0011356, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:05:30,453 - yago11k_0.0003 - [INFO] - [E:147| 600]: Train Loss:0.0011358, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:05:30,453 - yago11k_0.0003 - [INFO] - [Epoch:147]: Training Loss:0.001136
2023-06-19 01:05:30,673 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 01:05:42,945 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 01:05:55,052 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 147 valid]:
MRR: Tail : 0.39699, Head : 0.23189, Avg : 0.31444
2023-06-19 01:05:55,052 - yago11k_0.0003 - [INFO] - [Epoch 147]: Training Loss: 0.0011358, Valid MRR: 0.31916,
2023-06-19 01:05:55,700 - yago11k_0.0003 - [INFO] - [E:148| 0]: Train Loss:0.0011321, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:07:00,009 - yago11k_0.0003 - [INFO] - [E:148| 100]: Train Loss:0.0011357, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:08:04,270 - yago11k_0.0003 - [INFO] - [E:148| 200]: Train Loss:0.0011352, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:09:08,541 - yago11k_0.0003 - [INFO] - [E:148| 300]: Train Loss:0.0011355, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:10:12,805 - yago11k_0.0003 - [INFO] - [E:148| 400]: Train Loss:0.0011361, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:11:17,084 - yago11k_0.0003 - [INFO] - [E:148| 500]: Train Loss:0.0011361, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:12:20,966 - yago11k_0.0003 - [INFO] - [E:148| 600]: Train Loss:0.0011358, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:12:20,966 - yago11k_0.0003 - [INFO] - [Epoch:148]: Training Loss:0.001136
2023-06-19 01:12:21,186 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 01:12:33,460 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 01:12:45,562 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 148 valid]:
MRR: Tail : 0.3966, Head : 0.23215, Avg : 0.31437
2023-06-19 01:12:45,562 - yago11k_0.0003 - [INFO] - [Epoch 148]: Training Loss: 0.0011358, Valid MRR: 0.31916,
2023-06-19 01:12:46,211 - yago11k_0.0003 - [INFO] - [E:149| 0]: Train Loss:0.0011255, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:13:50,470 - yago11k_0.0003 - [INFO] - [E:149| 100]: Train Loss:0.0011358, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:14:54,749 - yago11k_0.0003 - [INFO] - [E:149| 200]: Train Loss:0.001133, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:15:59,013 - yago11k_0.0003 - [INFO] - [E:149| 300]: Train Loss:0.0011343, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:17:03,327 - yago11k_0.0003 - [INFO] - [E:149| 400]: Train Loss:0.0011339, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:18:07,611 - yago11k_0.0003 - [INFO] - [E:149| 500]: Train Loss:0.0011345, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:19:11,442 - yago11k_0.0003 - [INFO] - [E:149| 600]: Train Loss:0.0011349, Val MRR:0.31916, yago11k_0.0003
2023-06-19 01:19:11,442 - yago11k_0.0003 - [INFO] - [Epoch:149]: Training Loss:0.001135
2023-06-19 01:19:11,661 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 01:19:23,933 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 01:19:36,041 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 149 valid]:
MRR: Tail : 0.40644, Head : 0.23289, Avg : 0.31966
MR: Tail : 783.86, Head : 1069.9, Avg : 926.9
Hit-1: Tail : 0.32426, Head : 0.19255, Avg : 0.25841
Hit-3: Tail : 0.44096, Head : 0.23104, Avg : 0.336
Hit-10: Tail : 0.56738, Head : 0.31161, Avg : 0.4395
2023-06-19 01:19:37,005 - yago11k_0.0003 - [INFO] - [Epoch 149]: Training Loss: 0.0011349, Valid MRR: 0.31966,
2023-06-19 01:19:37,653 - yago11k_0.0003 - [INFO] - [E:150| 0]: Train Loss:0.0011246, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:20:41,923 - yago11k_0.0003 - [INFO] - [E:150| 100]: Train Loss:0.0011307, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:21:46,196 - yago11k_0.0003 - [INFO] - [E:150| 200]: Train Loss:0.0011327, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:22:50,483 - yago11k_0.0003 - [INFO] - [E:150| 300]: Train Loss:0.0011335, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:23:54,753 - yago11k_0.0003 - [INFO] - [E:150| 400]: Train Loss:0.0011342, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:24:59,033 - yago11k_0.0003 - [INFO] - [E:150| 500]: Train Loss:0.0011347, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:26:02,886 - yago11k_0.0003 - [INFO] - [E:150| 600]: Train Loss:0.0011347, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:26:02,886 - yago11k_0.0003 - [INFO] - [Epoch:150]: Training Loss:0.001135
2023-06-19 01:26:03,106 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 01:26:15,383 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 01:26:27,503 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 150 valid]:
MRR: Tail : 0.40102, Head : 0.23409, Avg : 0.31755
2023-06-19 01:26:27,503 - yago11k_0.0003 - [INFO] - [Epoch 150]: Training Loss: 0.0011347, Valid MRR: 0.31966,
2023-06-19 01:26:28,151 - yago11k_0.0003 - [INFO] - [E:151| 0]: Train Loss:0.0011142, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:27:32,446 - yago11k_0.0003 - [INFO] - [E:151| 100]: Train Loss:0.0011334, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:28:36,736 - yago11k_0.0003 - [INFO] - [E:151| 200]: Train Loss:0.0011332, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:29:41,038 - yago11k_0.0003 - [INFO] - [E:151| 300]: Train Loss:0.0011336, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:30:45,334 - yago11k_0.0003 - [INFO] - [E:151| 400]: Train Loss:0.0011344, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:31:49,613 - yago11k_0.0003 - [INFO] - [E:151| 500]: Train Loss:0.0011346, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:32:53,463 - yago11k_0.0003 - [INFO] - [E:151| 600]: Train Loss:0.0011346, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:32:53,463 - yago11k_0.0003 - [INFO] - [Epoch:151]: Training Loss:0.001135
2023-06-19 01:32:53,683 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 01:33:05,964 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 01:33:18,083 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 151 valid]:
MRR: Tail : 0.39899, Head : 0.2327, Avg : 0.31585
2023-06-19 01:33:18,083 - yago11k_0.0003 - [INFO] - [Epoch 151]: Training Loss: 0.0011346, Valid MRR: 0.31966,
2023-06-19 01:33:18,730 - yago11k_0.0003 - [INFO] - [E:152| 0]: Train Loss:0.0011251, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:34:23,056 - yago11k_0.0003 - [INFO] - [E:152| 100]: Train Loss:0.0011331, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:35:27,320 - yago11k_0.0003 - [INFO] - [E:152| 200]: Train Loss:0.001135, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:36:31,606 - yago11k_0.0003 - [INFO] - [E:152| 300]: Train Loss:0.0011354, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:37:35,885 - yago11k_0.0003 - [INFO] - [E:152| 400]: Train Loss:0.001135, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:38:40,185 - yago11k_0.0003 - [INFO] - [E:152| 500]: Train Loss:0.0011349, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:39:44,057 - yago11k_0.0003 - [INFO] - [E:152| 600]: Train Loss:0.0011343, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:39:44,057 - yago11k_0.0003 - [INFO] - [Epoch:152]: Training Loss:0.001134
2023-06-19 01:39:44,276 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 01:39:56,576 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 01:40:08,686 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 152 valid]:
MRR: Tail : 0.40171, Head : 0.23345, Avg : 0.31758
2023-06-19 01:40:08,686 - yago11k_0.0003 - [INFO] - [Epoch 152]: Training Loss: 0.0011343, Valid MRR: 0.31966,
2023-06-19 01:40:09,335 - yago11k_0.0003 - [INFO] - [E:153| 0]: Train Loss:0.0011094, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:41:13,622 - yago11k_0.0003 - [INFO] - [E:153| 100]: Train Loss:0.0011304, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:42:17,930 - yago11k_0.0003 - [INFO] - [E:153| 200]: Train Loss:0.0011345, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:43:22,255 - yago11k_0.0003 - [INFO] - [E:153| 300]: Train Loss:0.0011338, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:44:26,598 - yago11k_0.0003 - [INFO] - [E:153| 400]: Train Loss:0.0011334, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:45:30,905 - yago11k_0.0003 - [INFO] - [E:153| 500]: Train Loss:0.0011337, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:46:34,761 - yago11k_0.0003 - [INFO] - [E:153| 600]: Train Loss:0.0011341, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:46:34,762 - yago11k_0.0003 - [INFO] - [Epoch:153]: Training Loss:0.001134
2023-06-19 01:46:34,982 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 01:46:47,264 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 01:46:59,372 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 153 valid]:
MRR: Tail : 0.40637, Head : 0.23215, Avg : 0.31926
2023-06-19 01:46:59,372 - yago11k_0.0003 - [INFO] - [Epoch 153]: Training Loss: 0.0011341, Valid MRR: 0.31966,
2023-06-19 01:47:00,019 - yago11k_0.0003 - [INFO] - [E:154| 0]: Train Loss:0.0011223, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:48:04,307 - yago11k_0.0003 - [INFO] - [E:154| 100]: Train Loss:0.0011312, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:49:08,634 - yago11k_0.0003 - [INFO] - [E:154| 200]: Train Loss:0.0011318, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:50:12,942 - yago11k_0.0003 - [INFO] - [E:154| 300]: Train Loss:0.0011326, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:51:17,262 - yago11k_0.0003 - [INFO] - [E:154| 400]: Train Loss:0.0011332, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:52:21,578 - yago11k_0.0003 - [INFO] - [E:154| 500]: Train Loss:0.0011328, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:53:25,453 - yago11k_0.0003 - [INFO] - [E:154| 600]: Train Loss:0.0011335, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:53:25,454 - yago11k_0.0003 - [INFO] - [Epoch:154]: Training Loss:0.001134
2023-06-19 01:53:25,673 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 01:53:37,949 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 01:53:50,056 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 154 valid]:
MRR: Tail : 0.40189, Head : 0.23432, Avg : 0.3181
2023-06-19 01:53:50,056 - yago11k_0.0003 - [INFO] - [Epoch 154]: Training Loss: 0.0011335, Valid MRR: 0.31966,
2023-06-19 01:53:50,705 - yago11k_0.0003 - [INFO] - [E:155| 0]: Train Loss:0.0011463, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:54:55,008 - yago11k_0.0003 - [INFO] - [E:155| 100]: Train Loss:0.0011309, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:55:59,307 - yago11k_0.0003 - [INFO] - [E:155| 200]: Train Loss:0.0011323, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:57:03,641 - yago11k_0.0003 - [INFO] - [E:155| 300]: Train Loss:0.0011321, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:58:07,988 - yago11k_0.0003 - [INFO] - [E:155| 400]: Train Loss:0.0011331, Val MRR:0.31966, yago11k_0.0003
2023-06-19 01:59:12,347 - yago11k_0.0003 - [INFO] - [E:155| 500]: Train Loss:0.0011329, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:00:16,237 - yago11k_0.0003 - [INFO] - [E:155| 600]: Train Loss:0.0011332, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:00:16,237 - yago11k_0.0003 - [INFO] - [Epoch:155]: Training Loss:0.001133
2023-06-19 02:00:16,457 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 02:00:28,733 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 02:00:40,839 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 155 valid]:
MRR: Tail : 0.39679, Head : 0.23408, Avg : 0.31544
2023-06-19 02:00:40,839 - yago11k_0.0003 - [INFO] - [Epoch 155]: Training Loss: 0.0011332, Valid MRR: 0.31966,
2023-06-19 02:00:41,487 - yago11k_0.0003 - [INFO] - [E:156| 0]: Train Loss:0.0011238, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:01:45,829 - yago11k_0.0003 - [INFO] - [E:156| 100]: Train Loss:0.0011342, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:02:50,157 - yago11k_0.0003 - [INFO] - [E:156| 200]: Train Loss:0.0011328, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:03:54,504 - yago11k_0.0003 - [INFO] - [E:156| 300]: Train Loss:0.0011331, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:04:58,861 - yago11k_0.0003 - [INFO] - [E:156| 400]: Train Loss:0.0011326, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:06:03,140 - yago11k_0.0003 - [INFO] - [E:156| 500]: Train Loss:0.0011328, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:07:07,068 - yago11k_0.0003 - [INFO] - [E:156| 600]: Train Loss:0.001133, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:07:07,069 - yago11k_0.0003 - [INFO] - [Epoch:156]: Training Loss:0.001133
2023-06-19 02:07:07,288 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 02:07:19,565 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 02:07:31,672 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 156 valid]:
MRR: Tail : 0.39894, Head : 0.23282, Avg : 0.31588
2023-06-19 02:07:31,672 - yago11k_0.0003 - [INFO] - [Epoch 156]: Training Loss: 0.001133, Valid MRR: 0.31966,
2023-06-19 02:07:32,321 - yago11k_0.0003 - [INFO] - [E:157| 0]: Train Loss:0.0011209, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:08:36,648 - yago11k_0.0003 - [INFO] - [E:157| 100]: Train Loss:0.0011332, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:09:40,935 - yago11k_0.0003 - [INFO] - [E:157| 200]: Train Loss:0.0011325, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:10:45,253 - yago11k_0.0003 - [INFO] - [E:157| 300]: Train Loss:0.0011322, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:11:49,591 - yago11k_0.0003 - [INFO] - [E:157| 400]: Train Loss:0.0011327, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:12:53,899 - yago11k_0.0003 - [INFO] - [E:157| 500]: Train Loss:0.001133, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:13:57,777 - yago11k_0.0003 - [INFO] - [E:157| 600]: Train Loss:0.0011327, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:13:57,777 - yago11k_0.0003 - [INFO] - [Epoch:157]: Training Loss:0.001133
2023-06-19 02:13:57,997 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 02:14:10,269 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 02:14:22,377 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 157 valid]:
MRR: Tail : 0.40273, Head : 0.23477, Avg : 0.31875
2023-06-19 02:14:22,377 - yago11k_0.0003 - [INFO] - [Epoch 157]: Training Loss: 0.0011327, Valid MRR: 0.31966,
2023-06-19 02:14:23,026 - yago11k_0.0003 - [INFO] - [E:158| 0]: Train Loss:0.0011175, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:15:27,321 - yago11k_0.0003 - [INFO] - [E:158| 100]: Train Loss:0.0011311, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:16:31,651 - yago11k_0.0003 - [INFO] - [E:158| 200]: Train Loss:0.001132, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:17:35,920 - yago11k_0.0003 - [INFO] - [E:158| 300]: Train Loss:0.0011318, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:18:40,211 - yago11k_0.0003 - [INFO] - [E:158| 400]: Train Loss:0.0011323, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:19:44,520 - yago11k_0.0003 - [INFO] - [E:158| 500]: Train Loss:0.0011318, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:20:48,404 - yago11k_0.0003 - [INFO] - [E:158| 600]: Train Loss:0.0011322, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:20:48,404 - yago11k_0.0003 - [INFO] - [Epoch:158]: Training Loss:0.001132
2023-06-19 02:20:48,624 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 02:21:00,899 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 02:21:13,010 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 158 valid]:
MRR: Tail : 0.40537, Head : 0.23335, Avg : 0.31936
2023-06-19 02:21:13,010 - yago11k_0.0003 - [INFO] - [Epoch 158]: Training Loss: 0.0011322, Valid MRR: 0.31966,
2023-06-19 02:21:13,658 - yago11k_0.0003 - [INFO] - [E:159| 0]: Train Loss:0.0011185, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:22:17,940 - yago11k_0.0003 - [INFO] - [E:159| 100]: Train Loss:0.0011304, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:23:22,222 - yago11k_0.0003 - [INFO] - [E:159| 200]: Train Loss:0.0011308, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:24:26,548 - yago11k_0.0003 - [INFO] - [E:159| 300]: Train Loss:0.0011316, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:25:30,868 - yago11k_0.0003 - [INFO] - [E:159| 400]: Train Loss:0.001132, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:26:35,172 - yago11k_0.0003 - [INFO] - [E:159| 500]: Train Loss:0.0011314, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:27:39,053 - yago11k_0.0003 - [INFO] - [E:159| 600]: Train Loss:0.0011317, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:27:39,054 - yago11k_0.0003 - [INFO] - [Epoch:159]: Training Loss:0.001132
2023-06-19 02:27:39,273 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 02:27:51,553 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 02:28:03,677 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 159 valid]:
MRR: Tail : 0.39951, Head : 0.23386, Avg : 0.31669
MR: Tail : 779.29, Head : 1088.3, Avg : 933.78
Hit-1: Tail : 0.31717, Head : 0.19228, Avg : 0.25472
Hit-3: Tail : 0.43443, Head : 0.23104, Avg : 0.33273
Hit-10: Tail : 0.56168, Head : 0.31578, Avg : 0.43873
2023-06-19 02:28:03,677 - yago11k_0.0003 - [INFO] - [Epoch 159]: Training Loss: 0.0011317, Valid MRR: 0.31966,
2023-06-19 02:28:04,325 - yago11k_0.0003 - [INFO] - [E:160| 0]: Train Loss:0.0011549, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:29:08,596 - yago11k_0.0003 - [INFO] - [E:160| 100]: Train Loss:0.0011317, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:30:12,902 - yago11k_0.0003 - [INFO] - [E:160| 200]: Train Loss:0.0011314, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:31:17,261 - yago11k_0.0003 - [INFO] - [E:160| 300]: Train Loss:0.0011304, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:32:21,592 - yago11k_0.0003 - [INFO] - [E:160| 400]: Train Loss:0.0011312, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:33:25,893 - yago11k_0.0003 - [INFO] - [E:160| 500]: Train Loss:0.0011315, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:34:29,777 - yago11k_0.0003 - [INFO] - [E:160| 600]: Train Loss:0.001132, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:34:29,778 - yago11k_0.0003 - [INFO] - [Epoch:160]: Training Loss:0.001132
2023-06-19 02:34:29,997 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 02:34:42,295 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 02:34:54,409 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 160 valid]:
MRR: Tail : 0.40341, Head : 0.23232, Avg : 0.31786
2023-06-19 02:34:54,409 - yago11k_0.0003 - [INFO] - [Epoch 160]: Training Loss: 0.001132, Valid MRR: 0.31966,
2023-06-19 02:34:55,057 - yago11k_0.0003 - [INFO] - [E:161| 0]: Train Loss:0.001121, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:35:59,391 - yago11k_0.0003 - [INFO] - [E:161| 100]: Train Loss:0.0011332, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:37:03,704 - yago11k_0.0003 - [INFO] - [E:161| 200]: Train Loss:0.0011325, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:38:08,063 - yago11k_0.0003 - [INFO] - [E:161| 300]: Train Loss:0.0011327, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:39:12,412 - yago11k_0.0003 - [INFO] - [E:161| 400]: Train Loss:0.0011326, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:40:16,772 - yago11k_0.0003 - [INFO] - [E:161| 500]: Train Loss:0.0011323, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:41:20,641 - yago11k_0.0003 - [INFO] - [E:161| 600]: Train Loss:0.0011317, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:41:20,642 - yago11k_0.0003 - [INFO] - [Epoch:161]: Training Loss:0.001132
2023-06-19 02:41:20,862 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 02:41:33,159 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 02:41:45,273 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 161 valid]:
MRR: Tail : 0.39988, Head : 0.23209, Avg : 0.31599
2023-06-19 02:41:45,273 - yago11k_0.0003 - [INFO] - [Epoch 161]: Training Loss: 0.0011317, Valid MRR: 0.31966,
2023-06-19 02:41:45,922 - yago11k_0.0003 - [INFO] - [E:162| 0]: Train Loss:0.0011232, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:42:50,233 - yago11k_0.0003 - [INFO] - [E:162| 100]: Train Loss:0.0011291, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:43:54,537 - yago11k_0.0003 - [INFO] - [E:162| 200]: Train Loss:0.0011291, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:44:58,839 - yago11k_0.0003 - [INFO] - [E:162| 300]: Train Loss:0.0011299, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:46:03,163 - yago11k_0.0003 - [INFO] - [E:162| 400]: Train Loss:0.0011299, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:47:07,492 - yago11k_0.0003 - [INFO] - [E:162| 500]: Train Loss:0.0011305, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:48:11,276 - yago11k_0.0003 - [INFO] - [E:162| 600]: Train Loss:0.0011309, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:48:11,276 - yago11k_0.0003 - [INFO] - [Epoch:162]: Training Loss:0.001131
2023-06-19 02:48:11,495 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 02:48:23,767 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 02:48:35,868 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 162 valid]:
MRR: Tail : 0.40135, Head : 0.23422, Avg : 0.31779
2023-06-19 02:48:35,868 - yago11k_0.0003 - [INFO] - [Epoch 162]: Training Loss: 0.0011309, Valid MRR: 0.31966,
2023-06-19 02:48:36,515 - yago11k_0.0003 - [INFO] - [E:163| 0]: Train Loss:0.0011533, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:49:40,706 - yago11k_0.0003 - [INFO] - [E:163| 100]: Train Loss:0.0011278, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:50:44,902 - yago11k_0.0003 - [INFO] - [E:163| 200]: Train Loss:0.0011302, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:51:49,094 - yago11k_0.0003 - [INFO] - [E:163| 300]: Train Loss:0.001131, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:52:53,282 - yago11k_0.0003 - [INFO] - [E:163| 400]: Train Loss:0.0011311, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:53:57,475 - yago11k_0.0003 - [INFO] - [E:163| 500]: Train Loss:0.0011309, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:55:01,244 - yago11k_0.0003 - [INFO] - [E:163| 600]: Train Loss:0.0011313, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:55:01,245 - yago11k_0.0003 - [INFO] - [Epoch:163]: Training Loss:0.001131
2023-06-19 02:55:01,464 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 02:55:13,734 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 02:55:25,835 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 163 valid]:
MRR: Tail : 0.39663, Head : 0.23275, Avg : 0.31469
2023-06-19 02:55:25,835 - yago11k_0.0003 - [INFO] - [Epoch 163]: Training Loss: 0.0011313, Valid MRR: 0.31966,
2023-06-19 02:55:26,483 - yago11k_0.0003 - [INFO] - [E:164| 0]: Train Loss:0.0011443, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:56:30,689 - yago11k_0.0003 - [INFO] - [E:164| 100]: Train Loss:0.0011277, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:57:34,887 - yago11k_0.0003 - [INFO] - [E:164| 200]: Train Loss:0.0011298, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:58:39,093 - yago11k_0.0003 - [INFO] - [E:164| 300]: Train Loss:0.0011307, Val MRR:0.31966, yago11k_0.0003
2023-06-19 02:59:43,293 - yago11k_0.0003 - [INFO] - [E:164| 400]: Train Loss:0.0011312, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:00:47,514 - yago11k_0.0003 - [INFO] - [E:164| 500]: Train Loss:0.0011306, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:01:51,259 - yago11k_0.0003 - [INFO] - [E:164| 600]: Train Loss:0.0011307, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:01:51,259 - yago11k_0.0003 - [INFO] - [Epoch:164]: Training Loss:0.001131
2023-06-19 03:01:51,478 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 03:02:03,745 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 03:02:15,846 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 164 valid]:
MRR: Tail : 0.40114, Head : 0.23384, Avg : 0.31749
2023-06-19 03:02:15,846 - yago11k_0.0003 - [INFO] - [Epoch 164]: Training Loss: 0.0011307, Valid MRR: 0.31966,
2023-06-19 03:02:16,496 - yago11k_0.0003 - [INFO] - [E:165| 0]: Train Loss:0.0011108, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:03:20,699 - yago11k_0.0003 - [INFO] - [E:165| 100]: Train Loss:0.0011297, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:04:24,911 - yago11k_0.0003 - [INFO] - [E:165| 200]: Train Loss:0.00113, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:05:29,119 - yago11k_0.0003 - [INFO] - [E:165| 300]: Train Loss:0.0011308, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:06:33,322 - yago11k_0.0003 - [INFO] - [E:165| 400]: Train Loss:0.0011299, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:07:37,549 - yago11k_0.0003 - [INFO] - [E:165| 500]: Train Loss:0.0011299, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:08:41,320 - yago11k_0.0003 - [INFO] - [E:165| 600]: Train Loss:0.0011304, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:08:41,320 - yago11k_0.0003 - [INFO] - [Epoch:165]: Training Loss:0.00113
2023-06-19 03:08:41,539 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 03:08:53,805 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 03:09:05,909 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 165 valid]:
MRR: Tail : 0.40231, Head : 0.23232, Avg : 0.31731
2023-06-19 03:09:05,909 - yago11k_0.0003 - [INFO] - [Epoch 165]: Training Loss: 0.0011304, Valid MRR: 0.31966,
2023-06-19 03:09:06,558 - yago11k_0.0003 - [INFO] - [E:166| 0]: Train Loss:0.0011306, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:10:10,764 - yago11k_0.0003 - [INFO] - [E:166| 100]: Train Loss:0.0011289, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:11:14,989 - yago11k_0.0003 - [INFO] - [E:166| 200]: Train Loss:0.0011302, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:12:19,199 - yago11k_0.0003 - [INFO] - [E:166| 300]: Train Loss:0.0011297, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:13:23,391 - yago11k_0.0003 - [INFO] - [E:166| 400]: Train Loss:0.0011297, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:14:27,587 - yago11k_0.0003 - [INFO] - [E:166| 500]: Train Loss:0.0011301, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:15:31,373 - yago11k_0.0003 - [INFO] - [E:166| 600]: Train Loss:0.0011301, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:15:31,373 - yago11k_0.0003 - [INFO] - [Epoch:166]: Training Loss:0.00113
2023-06-19 03:15:31,593 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 03:15:43,861 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 03:15:55,961 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 166 valid]:
MRR: Tail : 0.39991, Head : 0.23358, Avg : 0.31674
2023-06-19 03:15:55,961 - yago11k_0.0003 - [INFO] - [Epoch 166]: Training Loss: 0.0011301, Valid MRR: 0.31966,
2023-06-19 03:15:56,611 - yago11k_0.0003 - [INFO] - [E:167| 0]: Train Loss:0.0011145, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:17:00,803 - yago11k_0.0003 - [INFO] - [E:167| 100]: Train Loss:0.0011289, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:18:05,010 - yago11k_0.0003 - [INFO] - [E:167| 200]: Train Loss:0.0011294, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:19:09,245 - yago11k_0.0003 - [INFO] - [E:167| 300]: Train Loss:0.0011287, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:20:13,469 - yago11k_0.0003 - [INFO] - [E:167| 400]: Train Loss:0.0011288, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:21:17,645 - yago11k_0.0003 - [INFO] - [E:167| 500]: Train Loss:0.0011288, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:22:21,416 - yago11k_0.0003 - [INFO] - [E:167| 600]: Train Loss:0.0011293, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:22:21,416 - yago11k_0.0003 - [INFO] - [Epoch:167]: Training Loss:0.001129
2023-06-19 03:22:21,635 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 03:22:33,907 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 03:22:46,024 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 167 valid]:
MRR: Tail : 0.40264, Head : 0.23158, Avg : 0.31711
2023-06-19 03:22:46,025 - yago11k_0.0003 - [INFO] - [Epoch 167]: Training Loss: 0.0011293, Valid MRR: 0.31966,
2023-06-19 03:22:46,676 - yago11k_0.0003 - [INFO] - [E:168| 0]: Train Loss:0.0011157, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:23:50,888 - yago11k_0.0003 - [INFO] - [E:168| 100]: Train Loss:0.0011293, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:24:55,116 - yago11k_0.0003 - [INFO] - [E:168| 200]: Train Loss:0.00113, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:25:59,338 - yago11k_0.0003 - [INFO] - [E:168| 300]: Train Loss:0.0011301, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:27:03,562 - yago11k_0.0003 - [INFO] - [E:168| 400]: Train Loss:0.0011305, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:28:07,784 - yago11k_0.0003 - [INFO] - [E:168| 500]: Train Loss:0.0011307, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:29:11,596 - yago11k_0.0003 - [INFO] - [E:168| 600]: Train Loss:0.00113, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:29:11,596 - yago11k_0.0003 - [INFO] - [Epoch:168]: Training Loss:0.00113
2023-06-19 03:29:11,815 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 03:29:24,095 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 03:29:36,214 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 168 valid]:
MRR: Tail : 0.3996, Head : 0.23247, Avg : 0.31603
2023-06-19 03:29:36,214 - yago11k_0.0003 - [INFO] - [Epoch 168]: Training Loss: 0.00113, Valid MRR: 0.31966,
2023-06-19 03:29:36,861 - yago11k_0.0003 - [INFO] - [E:169| 0]: Train Loss:0.0011137, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:30:41,108 - yago11k_0.0003 - [INFO] - [E:169| 100]: Train Loss:0.0011285, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:31:45,352 - yago11k_0.0003 - [INFO] - [E:169| 200]: Train Loss:0.0011275, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:32:49,581 - yago11k_0.0003 - [INFO] - [E:169| 300]: Train Loss:0.0011287, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:33:53,814 - yago11k_0.0003 - [INFO] - [E:169| 400]: Train Loss:0.0011292, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:34:58,058 - yago11k_0.0003 - [INFO] - [E:169| 500]: Train Loss:0.0011297, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:36:01,844 - yago11k_0.0003 - [INFO] - [E:169| 600]: Train Loss:0.0011294, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:36:01,845 - yago11k_0.0003 - [INFO] - [Epoch:169]: Training Loss:0.001129
2023-06-19 03:36:02,064 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 03:36:14,352 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 03:36:26,457 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 169 valid]:
MRR: Tail : 0.39975, Head : 0.23105, Avg : 0.3154
MR: Tail : 764.23, Head : 1081.3, Avg : 922.77
Hit-1: Tail : 0.31342, Head : 0.19255, Avg : 0.25299
Hit-3: Tail : 0.44179, Head : 0.22576, Avg : 0.33377
Hit-10: Tail : 0.56571, Head : 0.30217, Avg : 0.43394
2023-06-19 03:36:26,458 - yago11k_0.0003 - [INFO] - [Epoch 169]: Training Loss: 0.0011294, Valid MRR: 0.31966,
2023-06-19 03:36:27,103 - yago11k_0.0003 - [INFO] - [E:170| 0]: Train Loss:0.0011183, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:37:31,323 - yago11k_0.0003 - [INFO] - [E:170| 100]: Train Loss:0.0011275, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:38:35,541 - yago11k_0.0003 - [INFO] - [E:170| 200]: Train Loss:0.0011278, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:39:39,718 - yago11k_0.0003 - [INFO] - [E:170| 300]: Train Loss:0.0011278, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:40:43,916 - yago11k_0.0003 - [INFO] - [E:170| 400]: Train Loss:0.0011282, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:41:48,104 - yago11k_0.0003 - [INFO] - [E:170| 500]: Train Loss:0.0011284, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:42:51,897 - yago11k_0.0003 - [INFO] - [E:170| 600]: Train Loss:0.0011286, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:42:51,897 - yago11k_0.0003 - [INFO] - [Epoch:170]: Training Loss:0.001129
2023-06-19 03:42:52,117 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 03:43:04,397 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 03:43:16,493 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 170 valid]:
MRR: Tail : 0.40451, Head : 0.23145, Avg : 0.31798
2023-06-19 03:43:16,493 - yago11k_0.0003 - [INFO] - [Epoch 170]: Training Loss: 0.0011286, Valid MRR: 0.31966,
2023-06-19 03:43:17,142 - yago11k_0.0003 - [INFO] - [E:171| 0]: Train Loss:0.0011607, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:44:21,420 - yago11k_0.0003 - [INFO] - [E:171| 100]: Train Loss:0.0011269, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:45:25,680 - yago11k_0.0003 - [INFO] - [E:171| 200]: Train Loss:0.0011276, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:46:29,938 - yago11k_0.0003 - [INFO] - [E:171| 300]: Train Loss:0.0011282, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:47:34,215 - yago11k_0.0003 - [INFO] - [E:171| 400]: Train Loss:0.0011282, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:48:38,495 - yago11k_0.0003 - [INFO] - [E:171| 500]: Train Loss:0.0011286, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:49:42,345 - yago11k_0.0003 - [INFO] - [E:171| 600]: Train Loss:0.0011289, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:49:42,345 - yago11k_0.0003 - [INFO] - [Epoch:171]: Training Loss:0.001129
2023-06-19 03:49:42,564 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 03:49:54,842 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 03:50:06,953 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 171 valid]:
MRR: Tail : 0.40509, Head : 0.23257, Avg : 0.31883
2023-06-19 03:50:06,953 - yago11k_0.0003 - [INFO] - [Epoch 171]: Training Loss: 0.0011289, Valid MRR: 0.31966,
2023-06-19 03:50:07,600 - yago11k_0.0003 - [INFO] - [E:172| 0]: Train Loss:0.0011118, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:51:11,900 - yago11k_0.0003 - [INFO] - [E:172| 100]: Train Loss:0.0011266, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:52:16,185 - yago11k_0.0003 - [INFO] - [E:172| 200]: Train Loss:0.001126, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:53:20,466 - yago11k_0.0003 - [INFO] - [E:172| 300]: Train Loss:0.0011269, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:54:24,721 - yago11k_0.0003 - [INFO] - [E:172| 400]: Train Loss:0.0011273, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:55:29,059 - yago11k_0.0003 - [INFO] - [E:172| 500]: Train Loss:0.0011277, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:56:32,943 - yago11k_0.0003 - [INFO] - [E:172| 600]: Train Loss:0.0011285, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:56:32,943 - yago11k_0.0003 - [INFO] - [Epoch:172]: Training Loss:0.001128
2023-06-19 03:56:33,163 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 03:56:45,448 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 03:56:57,559 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 172 valid]:
MRR: Tail : 0.39539, Head : 0.23251, Avg : 0.31395
2023-06-19 03:56:57,559 - yago11k_0.0003 - [INFO] - [Epoch 172]: Training Loss: 0.0011285, Valid MRR: 0.31966,
2023-06-19 03:56:58,208 - yago11k_0.0003 - [INFO] - [E:173| 0]: Train Loss:0.0011532, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:58:02,507 - yago11k_0.0003 - [INFO] - [E:173| 100]: Train Loss:0.0011282, Val MRR:0.31966, yago11k_0.0003
2023-06-19 03:59:06,798 - yago11k_0.0003 - [INFO] - [E:173| 200]: Train Loss:0.001128, Val MRR:0.31966, yago11k_0.0003
2023-06-19 04:00:11,105 - yago11k_0.0003 - [INFO] - [E:173| 300]: Train Loss:0.0011282, Val MRR:0.31966, yago11k_0.0003
2023-06-19 04:01:15,404 - yago11k_0.0003 - [INFO] - [E:173| 400]: Train Loss:0.0011285, Val MRR:0.31966, yago11k_0.0003
2023-06-19 04:02:19,696 - yago11k_0.0003 - [INFO] - [E:173| 500]: Train Loss:0.0011285, Val MRR:0.31966, yago11k_0.0003
2023-06-19 04:03:23,572 - yago11k_0.0003 - [INFO] - [E:173| 600]: Train Loss:0.0011282, Val MRR:0.31966, yago11k_0.0003
2023-06-19 04:03:23,572 - yago11k_0.0003 - [INFO] - [Epoch:173]: Training Loss:0.001128
2023-06-19 04:03:23,791 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 04:03:36,076 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 04:03:48,190 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 173 valid]:
MRR: Tail : 0.40506, Head : 0.23456, Avg : 0.31981
2023-06-19 04:03:49,154 - yago11k_0.0003 - [INFO] - [Epoch 173]: Training Loss: 0.0011282, Valid MRR: 0.31981,
2023-06-19 04:03:49,800 - yago11k_0.0003 - [INFO] - [E:174| 0]: Train Loss:0.0011158, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:04:54,119 - yago11k_0.0003 - [INFO] - [E:174| 100]: Train Loss:0.0011285, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:05:58,437 - yago11k_0.0003 - [INFO] - [E:174| 200]: Train Loss:0.0011273, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:07:02,778 - yago11k_0.0003 - [INFO] - [E:174| 300]: Train Loss:0.0011271, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:08:07,096 - yago11k_0.0003 - [INFO] - [E:174| 400]: Train Loss:0.0011274, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:09:11,422 - yago11k_0.0003 - [INFO] - [E:174| 500]: Train Loss:0.0011276, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:10:15,287 - yago11k_0.0003 - [INFO] - [E:174| 600]: Train Loss:0.0011277, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:10:15,288 - yago11k_0.0003 - [INFO] - [Epoch:174]: Training Loss:0.001128
2023-06-19 04:10:15,507 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 04:10:27,793 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 04:10:39,915 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 174 valid]:
MRR: Tail : 0.40519, Head : 0.23218, Avg : 0.31869
2023-06-19 04:10:39,915 - yago11k_0.0003 - [INFO] - [Epoch 174]: Training Loss: 0.0011277, Valid MRR: 0.31981,
2023-06-19 04:10:40,562 - yago11k_0.0003 - [INFO] - [E:175| 0]: Train Loss:0.0011237, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:11:44,884 - yago11k_0.0003 - [INFO] - [E:175| 100]: Train Loss:0.0011259, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:12:49,201 - yago11k_0.0003 - [INFO] - [E:175| 200]: Train Loss:0.0011278, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:13:53,514 - yago11k_0.0003 - [INFO] - [E:175| 300]: Train Loss:0.0011276, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:14:57,856 - yago11k_0.0003 - [INFO] - [E:175| 400]: Train Loss:0.0011275, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:16:02,194 - yago11k_0.0003 - [INFO] - [E:175| 500]: Train Loss:0.0011275, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:17:06,066 - yago11k_0.0003 - [INFO] - [E:175| 600]: Train Loss:0.0011274, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:17:06,067 - yago11k_0.0003 - [INFO] - [Epoch:175]: Training Loss:0.001127
2023-06-19 04:17:06,286 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 04:17:18,568 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 04:17:30,687 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 175 valid]:
MRR: Tail : 0.40183, Head : 0.23335, Avg : 0.31759
2023-06-19 04:17:30,687 - yago11k_0.0003 - [INFO] - [Epoch 175]: Training Loss: 0.0011274, Valid MRR: 0.31981,
2023-06-19 04:17:31,336 - yago11k_0.0003 - [INFO] - [E:176| 0]: Train Loss:0.0011122, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:18:35,645 - yago11k_0.0003 - [INFO] - [E:176| 100]: Train Loss:0.0011269, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:19:39,980 - yago11k_0.0003 - [INFO] - [E:176| 200]: Train Loss:0.0011277, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:20:44,308 - yago11k_0.0003 - [INFO] - [E:176| 300]: Train Loss:0.0011285, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:21:48,630 - yago11k_0.0003 - [INFO] - [E:176| 400]: Train Loss:0.0011284, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:22:52,945 - yago11k_0.0003 - [INFO] - [E:176| 500]: Train Loss:0.0011276, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:23:56,852 - yago11k_0.0003 - [INFO] - [E:176| 600]: Train Loss:0.0011278, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:23:56,852 - yago11k_0.0003 - [INFO] - [Epoch:176]: Training Loss:0.001128
2023-06-19 04:23:57,072 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 04:24:09,358 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 04:24:21,491 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 176 valid]:
MRR: Tail : 0.4014, Head : 0.23285, Avg : 0.31713
2023-06-19 04:24:21,491 - yago11k_0.0003 - [INFO] - [Epoch 176]: Training Loss: 0.0011278, Valid MRR: 0.31981,
2023-06-19 04:24:22,139 - yago11k_0.0003 - [INFO] - [E:177| 0]: Train Loss:0.0011792, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:25:26,490 - yago11k_0.0003 - [INFO] - [E:177| 100]: Train Loss:0.0011251, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:26:30,780 - yago11k_0.0003 - [INFO] - [E:177| 200]: Train Loss:0.0011254, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:27:35,117 - yago11k_0.0003 - [INFO] - [E:177| 300]: Train Loss:0.0011264, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:28:39,437 - yago11k_0.0003 - [INFO] - [E:177| 400]: Train Loss:0.0011265, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:29:43,761 - yago11k_0.0003 - [INFO] - [E:177| 500]: Train Loss:0.0011262, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:30:47,667 - yago11k_0.0003 - [INFO] - [E:177| 600]: Train Loss:0.0011266, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:30:47,668 - yago11k_0.0003 - [INFO] - [Epoch:177]: Training Loss:0.001127
2023-06-19 04:30:47,887 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 04:31:00,182 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 04:31:12,302 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 177 valid]:
MRR: Tail : 0.40236, Head : 0.232, Avg : 0.31718
2023-06-19 04:31:12,302 - yago11k_0.0003 - [INFO] - [Epoch 177]: Training Loss: 0.0011266, Valid MRR: 0.31981,
2023-06-19 04:31:12,950 - yago11k_0.0003 - [INFO] - [E:178| 0]: Train Loss:0.001121, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:32:17,277 - yago11k_0.0003 - [INFO] - [E:178| 100]: Train Loss:0.0011257, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:33:21,605 - yago11k_0.0003 - [INFO] - [E:178| 200]: Train Loss:0.0011258, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:34:25,938 - yago11k_0.0003 - [INFO] - [E:178| 300]: Train Loss:0.0011263, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:35:30,262 - yago11k_0.0003 - [INFO] - [E:178| 400]: Train Loss:0.0011263, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:36:34,589 - yago11k_0.0003 - [INFO] - [E:178| 500]: Train Loss:0.0011266, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:37:38,506 - yago11k_0.0003 - [INFO] - [E:178| 600]: Train Loss:0.0011267, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:37:38,506 - yago11k_0.0003 - [INFO] - [Epoch:178]: Training Loss:0.001127
2023-06-19 04:37:38,726 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 04:37:51,022 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 04:38:03,138 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 178 valid]:
MRR: Tail : 0.40608, Head : 0.2328, Avg : 0.31944
2023-06-19 04:38:03,138 - yago11k_0.0003 - [INFO] - [Epoch 178]: Training Loss: 0.0011267, Valid MRR: 0.31981,
2023-06-19 04:38:03,786 - yago11k_0.0003 - [INFO] - [E:179| 0]: Train Loss:0.0011488, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:39:08,092 - yago11k_0.0003 - [INFO] - [E:179| 100]: Train Loss:0.0011256, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:40:12,418 - yago11k_0.0003 - [INFO] - [E:179| 200]: Train Loss:0.0011244, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:41:16,719 - yago11k_0.0003 - [INFO] - [E:179| 300]: Train Loss:0.0011252, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:42:21,031 - yago11k_0.0003 - [INFO] - [E:179| 400]: Train Loss:0.0011259, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:43:25,354 - yago11k_0.0003 - [INFO] - [E:179| 500]: Train Loss:0.0011264, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:44:29,221 - yago11k_0.0003 - [INFO] - [E:179| 600]: Train Loss:0.0011267, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:44:29,221 - yago11k_0.0003 - [INFO] - [Epoch:179]: Training Loss:0.001127
2023-06-19 04:44:29,441 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 04:44:41,724 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 04:44:53,836 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 179 valid]:
MRR: Tail : 0.40298, Head : 0.23331, Avg : 0.31815
MR: Tail : 773.94, Head : 1084.4, Avg : 929.18
Hit-1: Tail : 0.31717, Head : 0.19255, Avg : 0.25486
Hit-3: Tail : 0.44582, Head : 0.22881, Avg : 0.33732
Hit-10: Tail : 0.56641, Head : 0.31953, Avg : 0.44297
2023-06-19 04:44:53,836 - yago11k_0.0003 - [INFO] - [Epoch 179]: Training Loss: 0.0011267, Valid MRR: 0.31981,
2023-06-19 04:44:54,484 - yago11k_0.0003 - [INFO] - [E:180| 0]: Train Loss:0.001115, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:45:58,821 - yago11k_0.0003 - [INFO] - [E:180| 100]: Train Loss:0.0011253, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:47:03,161 - yago11k_0.0003 - [INFO] - [E:180| 200]: Train Loss:0.0011257, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:48:07,459 - yago11k_0.0003 - [INFO] - [E:180| 300]: Train Loss:0.0011258, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:49:11,781 - yago11k_0.0003 - [INFO] - [E:180| 400]: Train Loss:0.0011257, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:50:16,145 - yago11k_0.0003 - [INFO] - [E:180| 500]: Train Loss:0.001126, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:51:20,029 - yago11k_0.0003 - [INFO] - [E:180| 600]: Train Loss:0.001126, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:51:20,029 - yago11k_0.0003 - [INFO] - [Epoch:180]: Training Loss:0.001126
2023-06-19 04:51:20,249 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 04:51:32,544 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 04:51:44,667 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 180 valid]:
MRR: Tail : 0.40293, Head : 0.23107, Avg : 0.317
2023-06-19 04:51:44,667 - yago11k_0.0003 - [INFO] - [Epoch 180]: Training Loss: 0.001126, Valid MRR: 0.31981,
2023-06-19 04:51:45,315 - yago11k_0.0003 - [INFO] - [E:181| 0]: Train Loss:0.0010983, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:52:49,667 - yago11k_0.0003 - [INFO] - [E:181| 100]: Train Loss:0.0011263, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:53:54,011 - yago11k_0.0003 - [INFO] - [E:181| 200]: Train Loss:0.0011247, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:54:58,366 - yago11k_0.0003 - [INFO] - [E:181| 300]: Train Loss:0.0011256, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:56:02,711 - yago11k_0.0003 - [INFO] - [E:181| 400]: Train Loss:0.0011253, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:57:07,069 - yago11k_0.0003 - [INFO] - [E:181| 500]: Train Loss:0.0011257, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:58:10,981 - yago11k_0.0003 - [INFO] - [E:181| 600]: Train Loss:0.0011261, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:58:10,982 - yago11k_0.0003 - [INFO] - [Epoch:181]: Training Loss:0.001126
2023-06-19 04:58:11,201 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 04:58:23,490 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 04:58:35,611 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 181 valid]:
MRR: Tail : 0.40528, Head : 0.2322, Avg : 0.31874
2023-06-19 04:58:35,611 - yago11k_0.0003 - [INFO] - [Epoch 181]: Training Loss: 0.0011261, Valid MRR: 0.31981,
2023-06-19 04:58:36,259 - yago11k_0.0003 - [INFO] - [E:182| 0]: Train Loss:0.0011316, Val MRR:0.31981, yago11k_0.0003
2023-06-19 04:59:40,585 - yago11k_0.0003 - [INFO] - [E:182| 100]: Train Loss:0.0011258, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:00:44,908 - yago11k_0.0003 - [INFO] - [E:182| 200]: Train Loss:0.0011251, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:01:49,266 - yago11k_0.0003 - [INFO] - [E:182| 300]: Train Loss:0.0011249, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:02:53,629 - yago11k_0.0003 - [INFO] - [E:182| 400]: Train Loss:0.0011251, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:03:57,965 - yago11k_0.0003 - [INFO] - [E:182| 500]: Train Loss:0.0011256, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:05:01,878 - yago11k_0.0003 - [INFO] - [E:182| 600]: Train Loss:0.0011257, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:05:01,878 - yago11k_0.0003 - [INFO] - [Epoch:182]: Training Loss:0.001126
2023-06-19 05:05:02,097 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 05:05:14,387 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 05:05:26,525 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 182 valid]:
MRR: Tail : 0.39969, Head : 0.23381, Avg : 0.31675
2023-06-19 05:05:26,525 - yago11k_0.0003 - [INFO] - [Epoch 182]: Training Loss: 0.0011257, Valid MRR: 0.31981,
2023-06-19 05:05:27,174 - yago11k_0.0003 - [INFO] - [E:183| 0]: Train Loss:0.001129, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:06:31,499 - yago11k_0.0003 - [INFO] - [E:183| 100]: Train Loss:0.0011227, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:07:35,817 - yago11k_0.0003 - [INFO] - [E:183| 200]: Train Loss:0.0011229, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:08:40,148 - yago11k_0.0003 - [INFO] - [E:183| 300]: Train Loss:0.0011232, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:09:44,467 - yago11k_0.0003 - [INFO] - [E:183| 400]: Train Loss:0.0011239, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:10:48,826 - yago11k_0.0003 - [INFO] - [E:183| 500]: Train Loss:0.0011246, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:11:52,740 - yago11k_0.0003 - [INFO] - [E:183| 600]: Train Loss:0.0011253, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:11:52,740 - yago11k_0.0003 - [INFO] - [Epoch:183]: Training Loss:0.001125
2023-06-19 05:11:52,960 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 05:12:05,245 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 05:12:17,370 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 183 valid]:
MRR: Tail : 0.40517, Head : 0.23334, Avg : 0.31926
2023-06-19 05:12:17,370 - yago11k_0.0003 - [INFO] - [Epoch 183]: Training Loss: 0.0011253, Valid MRR: 0.31981,
2023-06-19 05:12:18,021 - yago11k_0.0003 - [INFO] - [E:184| 0]: Train Loss:0.0011099, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:13:22,363 - yago11k_0.0003 - [INFO] - [E:184| 100]: Train Loss:0.0011244, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:14:26,707 - yago11k_0.0003 - [INFO] - [E:184| 200]: Train Loss:0.0011255, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:15:31,040 - yago11k_0.0003 - [INFO] - [E:184| 300]: Train Loss:0.0011253, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:16:35,386 - yago11k_0.0003 - [INFO] - [E:184| 400]: Train Loss:0.0011249, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:17:39,694 - yago11k_0.0003 - [INFO] - [E:184| 500]: Train Loss:0.0011255, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:18:43,582 - yago11k_0.0003 - [INFO] - [E:184| 600]: Train Loss:0.0011254, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:18:43,582 - yago11k_0.0003 - [INFO] - [Epoch:184]: Training Loss:0.001125
2023-06-19 05:18:43,802 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 05:18:56,093 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 05:19:08,227 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 184 valid]:
MRR: Tail : 0.4055, Head : 0.23355, Avg : 0.31952
2023-06-19 05:19:08,227 - yago11k_0.0003 - [INFO] - [Epoch 184]: Training Loss: 0.0011254, Valid MRR: 0.31981,
2023-06-19 05:19:08,875 - yago11k_0.0003 - [INFO] - [E:185| 0]: Train Loss:0.0011166, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:20:13,231 - yago11k_0.0003 - [INFO] - [E:185| 100]: Train Loss:0.0011228, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:21:17,588 - yago11k_0.0003 - [INFO] - [E:185| 200]: Train Loss:0.0011249, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:22:21,862 - yago11k_0.0003 - [INFO] - [E:185| 300]: Train Loss:0.0011247, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:23:26,150 - yago11k_0.0003 - [INFO] - [E:185| 400]: Train Loss:0.0011251, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:24:30,473 - yago11k_0.0003 - [INFO] - [E:185| 500]: Train Loss:0.001125, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:25:34,360 - yago11k_0.0003 - [INFO] - [E:185| 600]: Train Loss:0.001125, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:25:34,360 - yago11k_0.0003 - [INFO] - [Epoch:185]: Training Loss:0.001125
2023-06-19 05:25:34,580 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 05:25:46,886 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 05:25:59,013 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 185 valid]:
MRR: Tail : 0.4026, Head : 0.23369, Avg : 0.31815
2023-06-19 05:25:59,013 - yago11k_0.0003 - [INFO] - [Epoch 185]: Training Loss: 0.001125, Valid MRR: 0.31981,
2023-06-19 05:25:59,660 - yago11k_0.0003 - [INFO] - [E:186| 0]: Train Loss:0.0011387, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:27:03,960 - yago11k_0.0003 - [INFO] - [E:186| 100]: Train Loss:0.001127, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:28:08,317 - yago11k_0.0003 - [INFO] - [E:186| 200]: Train Loss:0.0011256, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:29:12,675 - yago11k_0.0003 - [INFO] - [E:186| 300]: Train Loss:0.0011249, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:30:17,016 - yago11k_0.0003 - [INFO] - [E:186| 400]: Train Loss:0.0011248, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:31:21,405 - yago11k_0.0003 - [INFO] - [E:186| 500]: Train Loss:0.0011253, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:32:25,365 - yago11k_0.0003 - [INFO] - [E:186| 600]: Train Loss:0.0011247, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:32:25,365 - yago11k_0.0003 - [INFO] - [Epoch:186]: Training Loss:0.001125
2023-06-19 05:32:25,585 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 05:32:37,902 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 05:32:50,036 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 186 valid]:
MRR: Tail : 0.40204, Head : 0.23358, Avg : 0.31781
2023-06-19 05:32:50,036 - yago11k_0.0003 - [INFO] - [Epoch 186]: Training Loss: 0.0011247, Valid MRR: 0.31981,
2023-06-19 05:32:50,686 - yago11k_0.0003 - [INFO] - [E:187| 0]: Train Loss:0.0011259, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:33:55,086 - yago11k_0.0003 - [INFO] - [E:187| 100]: Train Loss:0.0011225, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:34:59,487 - yago11k_0.0003 - [INFO] - [E:187| 200]: Train Loss:0.001124, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:36:03,872 - yago11k_0.0003 - [INFO] - [E:187| 300]: Train Loss:0.0011235, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:37:08,340 - yago11k_0.0003 - [INFO] - [E:187| 400]: Train Loss:0.0011237, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:38:12,719 - yago11k_0.0003 - [INFO] - [E:187| 500]: Train Loss:0.0011241, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:39:16,699 - yago11k_0.0003 - [INFO] - [E:187| 600]: Train Loss:0.0011246, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:39:16,699 - yago11k_0.0003 - [INFO] - [Epoch:187]: Training Loss:0.001125
2023-06-19 05:39:16,919 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 05:39:29,235 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 05:39:41,382 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 187 valid]:
MRR: Tail : 0.40348, Head : 0.22945, Avg : 0.31646
2023-06-19 05:39:41,383 - yago11k_0.0003 - [INFO] - [Epoch 187]: Training Loss: 0.0011246, Valid MRR: 0.31981,
2023-06-19 05:39:42,032 - yago11k_0.0003 - [INFO] - [E:188| 0]: Train Loss:0.0011291, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:40:46,404 - yago11k_0.0003 - [INFO] - [E:188| 100]: Train Loss:0.0011231, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:41:50,806 - yago11k_0.0003 - [INFO] - [E:188| 200]: Train Loss:0.0011227, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:42:55,222 - yago11k_0.0003 - [INFO] - [E:188| 300]: Train Loss:0.0011233, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:43:59,584 - yago11k_0.0003 - [INFO] - [E:188| 400]: Train Loss:0.0011234, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:45:04,010 - yago11k_0.0003 - [INFO] - [E:188| 500]: Train Loss:0.0011244, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:46:07,958 - yago11k_0.0003 - [INFO] - [E:188| 600]: Train Loss:0.0011244, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:46:07,958 - yago11k_0.0003 - [INFO] - [Epoch:188]: Training Loss:0.001124
2023-06-19 05:46:08,178 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 05:46:20,494 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 05:46:32,636 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 188 valid]:
MRR: Tail : 0.39952, Head : 0.23194, Avg : 0.31573
2023-06-19 05:46:32,637 - yago11k_0.0003 - [INFO] - [Epoch 188]: Training Loss: 0.0011244, Valid MRR: 0.31981,
2023-06-19 05:46:33,286 - yago11k_0.0003 - [INFO] - [E:189| 0]: Train Loss:0.0011198, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:47:37,702 - yago11k_0.0003 - [INFO] - [E:189| 100]: Train Loss:0.0011227, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:48:42,131 - yago11k_0.0003 - [INFO] - [E:189| 200]: Train Loss:0.0011245, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:49:46,508 - yago11k_0.0003 - [INFO] - [E:189| 300]: Train Loss:0.0011245, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:50:50,880 - yago11k_0.0003 - [INFO] - [E:189| 400]: Train Loss:0.0011243, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:51:55,249 - yago11k_0.0003 - [INFO] - [E:189| 500]: Train Loss:0.0011246, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:52:59,185 - yago11k_0.0003 - [INFO] - [E:189| 600]: Train Loss:0.0011243, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:52:59,186 - yago11k_0.0003 - [INFO] - [Epoch:189]: Training Loss:0.001124
2023-06-19 05:52:59,405 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 05:53:11,718 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 05:53:23,852 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 189 valid]:
MRR: Tail : 0.40237, Head : 0.23263, Avg : 0.3175
MR: Tail : 777.74, Head : 1093.5, Avg : 935.63
Hit-1: Tail : 0.32092, Head : 0.19366, Avg : 0.25729
Hit-3: Tail : 0.43359, Head : 0.2284, Avg : 0.33099
Hit-10: Tail : 0.56835, Head : 0.31203, Avg : 0.44019
2023-06-19 05:53:23,853 - yago11k_0.0003 - [INFO] - [Epoch 189]: Training Loss: 0.0011243, Valid MRR: 0.31981,
2023-06-19 05:53:24,503 - yago11k_0.0003 - [INFO] - [E:190| 0]: Train Loss:0.0011343, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:54:28,886 - yago11k_0.0003 - [INFO] - [E:190| 100]: Train Loss:0.0011249, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:55:33,306 - yago11k_0.0003 - [INFO] - [E:190| 200]: Train Loss:0.0011247, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:56:37,740 - yago11k_0.0003 - [INFO] - [E:190| 300]: Train Loss:0.0011247, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:57:42,118 - yago11k_0.0003 - [INFO] - [E:190| 400]: Train Loss:0.0011247, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:58:46,476 - yago11k_0.0003 - [INFO] - [E:190| 500]: Train Loss:0.0011244, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:59:50,392 - yago11k_0.0003 - [INFO] - [E:190| 600]: Train Loss:0.0011242, Val MRR:0.31981, yago11k_0.0003
2023-06-19 05:59:50,392 - yago11k_0.0003 - [INFO] - [Epoch:190]: Training Loss:0.001124
2023-06-19 05:59:50,611 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 06:00:02,904 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 06:00:15,027 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 190 valid]:
MRR: Tail : 0.40449, Head : 0.23232, Avg : 0.3184
2023-06-19 06:00:15,027 - yago11k_0.0003 - [INFO] - [Epoch 190]: Training Loss: 0.0011242, Valid MRR: 0.31981,
2023-06-19 06:00:15,675 - yago11k_0.0003 - [INFO] - [E:191| 0]: Train Loss:0.0011148, Val MRR:0.31981, yago11k_0.0003
2023-06-19 06:01:19,989 - yago11k_0.0003 - [INFO] - [E:191| 100]: Train Loss:0.0011251, Val MRR:0.31981, yago11k_0.0003
2023-06-19 06:02:24,320 - yago11k_0.0003 - [INFO] - [E:191| 200]: Train Loss:0.001123, Val MRR:0.31981, yago11k_0.0003
2023-06-19 06:03:28,667 - yago11k_0.0003 - [INFO] - [E:191| 300]: Train Loss:0.0011232, Val MRR:0.31981, yago11k_0.0003
2023-06-19 06:04:32,990 - yago11k_0.0003 - [INFO] - [E:191| 400]: Train Loss:0.001124, Val MRR:0.31981, yago11k_0.0003
2023-06-19 06:05:37,303 - yago11k_0.0003 - [INFO] - [E:191| 500]: Train Loss:0.0011234, Val MRR:0.31981, yago11k_0.0003
2023-06-19 06:06:41,224 - yago11k_0.0003 - [INFO] - [E:191| 600]: Train Loss:0.001124, Val MRR:0.31981, yago11k_0.0003
2023-06-19 06:06:41,224 - yago11k_0.0003 - [INFO] - [Epoch:191]: Training Loss:0.001124
2023-06-19 06:06:41,443 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 06:06:53,745 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 06:07:05,865 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 191 valid]:
MRR: Tail : 0.40763, Head : 0.23404, Avg : 0.32084
2023-06-19 06:07:06,807 - yago11k_0.0003 - [INFO] - [Epoch 191]: Training Loss: 0.001124, Valid MRR: 0.32084,
2023-06-19 06:07:07,458 - yago11k_0.0003 - [INFO] - [E:192| 0]: Train Loss:0.0011072, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:08:11,786 - yago11k_0.0003 - [INFO] - [E:192| 100]: Train Loss:0.0011219, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:09:16,119 - yago11k_0.0003 - [INFO] - [E:192| 200]: Train Loss:0.0011222, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:10:20,449 - yago11k_0.0003 - [INFO] - [E:192| 300]: Train Loss:0.0011228, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:11:24,777 - yago11k_0.0003 - [INFO] - [E:192| 400]: Train Loss:0.0011232, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:12:29,119 - yago11k_0.0003 - [INFO] - [E:192| 500]: Train Loss:0.0011234, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:13:33,038 - yago11k_0.0003 - [INFO] - [E:192| 600]: Train Loss:0.001124, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:13:33,038 - yago11k_0.0003 - [INFO] - [Epoch:192]: Training Loss:0.001124
2023-06-19 06:13:33,257 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 06:13:45,550 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 06:13:57,688 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 192 valid]:
MRR: Tail : 0.40468, Head : 0.23254, Avg : 0.31861
2023-06-19 06:13:57,688 - yago11k_0.0003 - [INFO] - [Epoch 192]: Training Loss: 0.001124, Valid MRR: 0.32084,
2023-06-19 06:13:58,337 - yago11k_0.0003 - [INFO] - [E:193| 0]: Train Loss:0.0011564, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:15:02,697 - yago11k_0.0003 - [INFO] - [E:193| 100]: Train Loss:0.0011254, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:16:07,046 - yago11k_0.0003 - [INFO] - [E:193| 200]: Train Loss:0.0011241, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:17:11,363 - yago11k_0.0003 - [INFO] - [E:193| 300]: Train Loss:0.0011236, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:18:15,692 - yago11k_0.0003 - [INFO] - [E:193| 400]: Train Loss:0.0011238, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:19:20,046 - yago11k_0.0003 - [INFO] - [E:193| 500]: Train Loss:0.0011235, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:20:23,964 - yago11k_0.0003 - [INFO] - [E:193| 600]: Train Loss:0.0011235, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:20:23,964 - yago11k_0.0003 - [INFO] - [Epoch:193]: Training Loss:0.001124
2023-06-19 06:20:24,184 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 06:20:36,492 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 06:20:48,617 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 193 valid]:
MRR: Tail : 0.40242, Head : 0.23405, Avg : 0.31824
2023-06-19 06:20:48,618 - yago11k_0.0003 - [INFO] - [Epoch 193]: Training Loss: 0.0011235, Valid MRR: 0.32084,
2023-06-19 06:20:49,269 - yago11k_0.0003 - [INFO] - [E:194| 0]: Train Loss:0.0011132, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:21:53,640 - yago11k_0.0003 - [INFO] - [E:194| 100]: Train Loss:0.0011241, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:22:57,989 - yago11k_0.0003 - [INFO] - [E:194| 200]: Train Loss:0.0011237, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:24:02,309 - yago11k_0.0003 - [INFO] - [E:194| 300]: Train Loss:0.0011241, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:25:06,657 - yago11k_0.0003 - [INFO] - [E:194| 400]: Train Loss:0.0011237, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:26:10,928 - yago11k_0.0003 - [INFO] - [E:194| 500]: Train Loss:0.0011234, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:27:14,694 - yago11k_0.0003 - [INFO] - [E:194| 600]: Train Loss:0.0011236, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:27:14,694 - yago11k_0.0003 - [INFO] - [Epoch:194]: Training Loss:0.001124
2023-06-19 06:27:14,914 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 06:27:27,196 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 06:27:39,296 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 194 valid]:
MRR: Tail : 0.40302, Head : 0.23542, Avg : 0.31922
2023-06-19 06:27:39,296 - yago11k_0.0003 - [INFO] - [Epoch 194]: Training Loss: 0.0011236, Valid MRR: 0.32084,
2023-06-19 06:27:39,943 - yago11k_0.0003 - [INFO] - [E:195| 0]: Train Loss:0.0011103, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:28:44,126 - yago11k_0.0003 - [INFO] - [E:195| 100]: Train Loss:0.0011231, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:29:48,277 - yago11k_0.0003 - [INFO] - [E:195| 200]: Train Loss:0.0011218, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:30:52,390 - yago11k_0.0003 - [INFO] - [E:195| 300]: Train Loss:0.0011222, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:31:56,520 - yago11k_0.0003 - [INFO] - [E:195| 400]: Train Loss:0.001123, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:33:00,637 - yago11k_0.0003 - [INFO] - [E:195| 500]: Train Loss:0.0011227, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:34:04,322 - yago11k_0.0003 - [INFO] - [E:195| 600]: Train Loss:0.001123, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:34:04,322 - yago11k_0.0003 - [INFO] - [Epoch:195]: Training Loss:0.001123
2023-06-19 06:34:04,540 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 06:34:16,793 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 06:34:28,878 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 195 valid]:
MRR: Tail : 0.40683, Head : 0.23272, Avg : 0.31977
2023-06-19 06:34:28,878 - yago11k_0.0003 - [INFO] - [Epoch 195]: Training Loss: 0.001123, Valid MRR: 0.32084,
2023-06-19 06:34:29,524 - yago11k_0.0003 - [INFO] - [E:196| 0]: Train Loss:0.001112, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:35:33,638 - yago11k_0.0003 - [INFO] - [E:196| 100]: Train Loss:0.0011213, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:36:37,771 - yago11k_0.0003 - [INFO] - [E:196| 200]: Train Loss:0.001122, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:37:41,875 - yago11k_0.0003 - [INFO] - [E:196| 300]: Train Loss:0.0011216, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:38:45,962 - yago11k_0.0003 - [INFO] - [E:196| 400]: Train Loss:0.0011228, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:39:50,086 - yago11k_0.0003 - [INFO] - [E:196| 500]: Train Loss:0.0011226, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:40:53,768 - yago11k_0.0003 - [INFO] - [E:196| 600]: Train Loss:0.0011231, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:40:53,769 - yago11k_0.0003 - [INFO] - [Epoch:196]: Training Loss:0.001123
2023-06-19 06:40:53,988 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 06:41:06,239 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 06:41:18,327 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 196 valid]:
MRR: Tail : 0.40452, Head : 0.23562, Avg : 0.32007
2023-06-19 06:41:18,327 - yago11k_0.0003 - [INFO] - [Epoch 196]: Training Loss: 0.0011231, Valid MRR: 0.32084,
2023-06-19 06:41:18,974 - yago11k_0.0003 - [INFO] - [E:197| 0]: Train Loss:0.0011337, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:42:23,103 - yago11k_0.0003 - [INFO] - [E:197| 100]: Train Loss:0.0011206, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:43:27,205 - yago11k_0.0003 - [INFO] - [E:197| 200]: Train Loss:0.0011219, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:44:31,289 - yago11k_0.0003 - [INFO] - [E:197| 300]: Train Loss:0.0011221, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:45:35,428 - yago11k_0.0003 - [INFO] - [E:197| 400]: Train Loss:0.0011225, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:46:39,538 - yago11k_0.0003 - [INFO] - [E:197| 500]: Train Loss:0.0011225, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:47:43,224 - yago11k_0.0003 - [INFO] - [E:197| 600]: Train Loss:0.0011223, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:47:43,224 - yago11k_0.0003 - [INFO] - [Epoch:197]: Training Loss:0.001122
2023-06-19 06:47:43,443 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 06:47:55,747 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 06:48:07,884 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 197 valid]:
MRR: Tail : 0.40666, Head : 0.23333, Avg : 0.32
2023-06-19 06:48:07,884 - yago11k_0.0003 - [INFO] - [Epoch 197]: Training Loss: 0.0011223, Valid MRR: 0.32084,
2023-06-19 06:48:08,532 - yago11k_0.0003 - [INFO] - [E:198| 0]: Train Loss:0.0011072, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:49:12,781 - yago11k_0.0003 - [INFO] - [E:198| 100]: Train Loss:0.0011195, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:50:17,035 - yago11k_0.0003 - [INFO] - [E:198| 200]: Train Loss:0.0011229, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:51:21,242 - yago11k_0.0003 - [INFO] - [E:198| 300]: Train Loss:0.0011218, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:52:25,516 - yago11k_0.0003 - [INFO] - [E:198| 400]: Train Loss:0.001122, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:53:29,773 - yago11k_0.0003 - [INFO] - [E:198| 500]: Train Loss:0.0011219, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:54:33,618 - yago11k_0.0003 - [INFO] - [E:198| 600]: Train Loss:0.0011225, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:54:33,618 - yago11k_0.0003 - [INFO] - [Epoch:198]: Training Loss:0.001122
2023-06-19 06:54:33,837 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 06:54:46,106 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 06:54:58,244 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 198 valid]:
MRR: Tail : 0.39747, Head : 0.23366, Avg : 0.31557
2023-06-19 06:54:58,244 - yago11k_0.0003 - [INFO] - [Epoch 198]: Training Loss: 0.0011225, Valid MRR: 0.32084,
2023-06-19 06:54:58,894 - yago11k_0.0003 - [INFO] - [E:199| 0]: Train Loss:0.0011209, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:56:03,124 - yago11k_0.0003 - [INFO] - [E:199| 100]: Train Loss:0.0011178, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:57:07,329 - yago11k_0.0003 - [INFO] - [E:199| 200]: Train Loss:0.0011196, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:58:11,520 - yago11k_0.0003 - [INFO] - [E:199| 300]: Train Loss:0.0011206, Val MRR:0.32084, yago11k_0.0003
2023-06-19 06:59:15,721 - yago11k_0.0003 - [INFO] - [E:199| 400]: Train Loss:0.0011214, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:00:19,932 - yago11k_0.0003 - [INFO] - [E:199| 500]: Train Loss:0.0011216, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:01:23,684 - yago11k_0.0003 - [INFO] - [E:199| 600]: Train Loss:0.0011218, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:01:23,685 - yago11k_0.0003 - [INFO] - [Epoch:199]: Training Loss:0.001122
2023-06-19 07:01:23,904 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 07:01:36,162 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 07:01:48,249 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 199 valid]:
MRR: Tail : 0.40337, Head : 0.23315, Avg : 0.31826
MR: Tail : 762.38, Head : 1084.1, Avg : 923.22
Hit-1: Tail : 0.32176, Head : 0.19422, Avg : 0.25799
Hit-3: Tail : 0.43595, Head : 0.22687, Avg : 0.33141
Hit-10: Tail : 0.56474, Head : 0.31245, Avg : 0.43859
2023-06-19 07:01:48,249 - yago11k_0.0003 - [INFO] - [Epoch 199]: Training Loss: 0.0011218, Valid MRR: 0.32084,
2023-06-19 07:01:48,896 - yago11k_0.0003 - [INFO] - [E:200| 0]: Train Loss:0.0011427, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:02:53,096 - yago11k_0.0003 - [INFO] - [E:200| 100]: Train Loss:0.001123, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:03:57,306 - yago11k_0.0003 - [INFO] - [E:200| 200]: Train Loss:0.001122, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:05:01,505 - yago11k_0.0003 - [INFO] - [E:200| 300]: Train Loss:0.0011221, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:06:05,716 - yago11k_0.0003 - [INFO] - [E:200| 400]: Train Loss:0.0011224, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:07:09,871 - yago11k_0.0003 - [INFO] - [E:200| 500]: Train Loss:0.0011226, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:08:13,619 - yago11k_0.0003 - [INFO] - [E:200| 600]: Train Loss:0.0011224, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:08:13,620 - yago11k_0.0003 - [INFO] - [Epoch:200]: Training Loss:0.001122
2023-06-19 07:08:13,839 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 07:08:26,116 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 07:08:38,221 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 200 valid]:
MRR: Tail : 0.40198, Head : 0.23234, Avg : 0.31716
2023-06-19 07:08:38,221 - yago11k_0.0003 - [INFO] - [Epoch 200]: Training Loss: 0.0011224, Valid MRR: 0.32084,
2023-06-19 07:08:38,867 - yago11k_0.0003 - [INFO] - [E:201| 0]: Train Loss:0.0011369, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:09:43,086 - yago11k_0.0003 - [INFO] - [E:201| 100]: Train Loss:0.0011229, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:10:47,264 - yago11k_0.0003 - [INFO] - [E:201| 200]: Train Loss:0.0011223, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:11:51,497 - yago11k_0.0003 - [INFO] - [E:201| 300]: Train Loss:0.001122, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:12:55,733 - yago11k_0.0003 - [INFO] - [E:201| 400]: Train Loss:0.0011212, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:13:59,905 - yago11k_0.0003 - [INFO] - [E:201| 500]: Train Loss:0.0011216, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:15:03,670 - yago11k_0.0003 - [INFO] - [E:201| 600]: Train Loss:0.0011219, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:15:03,670 - yago11k_0.0003 - [INFO] - [Epoch:201]: Training Loss:0.001122
2023-06-19 07:15:03,890 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 07:15:16,146 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 07:15:28,248 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 201 valid]:
MRR: Tail : 0.40687, Head : 0.23258, Avg : 0.31973
2023-06-19 07:15:28,249 - yago11k_0.0003 - [INFO] - [Epoch 201]: Training Loss: 0.0011219, Valid MRR: 0.32084,
2023-06-19 07:15:28,896 - yago11k_0.0003 - [INFO] - [E:202| 0]: Train Loss:0.0011287, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:16:33,074 - yago11k_0.0003 - [INFO] - [E:202| 100]: Train Loss:0.0011215, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:17:37,236 - yago11k_0.0003 - [INFO] - [E:202| 200]: Train Loss:0.0011209, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:18:41,395 - yago11k_0.0003 - [INFO] - [E:202| 300]: Train Loss:0.0011209, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:19:45,545 - yago11k_0.0003 - [INFO] - [E:202| 400]: Train Loss:0.0011209, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:20:49,669 - yago11k_0.0003 - [INFO] - [E:202| 500]: Train Loss:0.0011212, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:21:53,420 - yago11k_0.0003 - [INFO] - [E:202| 600]: Train Loss:0.0011221, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:21:53,420 - yago11k_0.0003 - [INFO] - [Epoch:202]: Training Loss:0.001122
2023-06-19 07:21:53,638 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 07:22:05,900 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 07:22:17,995 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 202 valid]:
MRR: Tail : 0.40609, Head : 0.23368, Avg : 0.31989
2023-06-19 07:22:17,996 - yago11k_0.0003 - [INFO] - [Epoch 202]: Training Loss: 0.0011221, Valid MRR: 0.32084,
2023-06-19 07:22:18,643 - yago11k_0.0003 - [INFO] - [E:203| 0]: Train Loss:0.0011667, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:23:22,795 - yago11k_0.0003 - [INFO] - [E:203| 100]: Train Loss:0.0011202, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:24:27,014 - yago11k_0.0003 - [INFO] - [E:203| 200]: Train Loss:0.001121, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:25:31,177 - yago11k_0.0003 - [INFO] - [E:203| 300]: Train Loss:0.0011212, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:26:35,352 - yago11k_0.0003 - [INFO] - [E:203| 400]: Train Loss:0.0011206, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:27:39,517 - yago11k_0.0003 - [INFO] - [E:203| 500]: Train Loss:0.0011211, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:28:43,244 - yago11k_0.0003 - [INFO] - [E:203| 600]: Train Loss:0.0011214, Val MRR:0.32084, yago11k_0.0003
2023-06-19 07:28:43,244 - yago11k_0.0003 - [INFO] - [Epoch:203]: Training Loss:0.001121
2023-06-19 07:28:43,462 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 07:28:55,733 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 07:29:07,812 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 203 valid]:
MRR: Tail : 0.40722, Head : 0.23762, Avg : 0.32242
2023-06-19 07:29:08,754 - yago11k_0.0003 - [INFO] - [Epoch 203]: Training Loss: 0.0011214, Valid MRR: 0.32242,
2023-06-19 07:29:09,401 - yago11k_0.0003 - [INFO] - [E:204| 0]: Train Loss:0.0011311, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:30:13,559 - yago11k_0.0003 - [INFO] - [E:204| 100]: Train Loss:0.0011223, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:31:17,717 - yago11k_0.0003 - [INFO] - [E:204| 200]: Train Loss:0.0011218, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:32:21,845 - yago11k_0.0003 - [INFO] - [E:204| 300]: Train Loss:0.0011221, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:33:26,009 - yago11k_0.0003 - [INFO] - [E:204| 400]: Train Loss:0.0011216, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:34:30,179 - yago11k_0.0003 - [INFO] - [E:204| 500]: Train Loss:0.0011217, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:35:33,938 - yago11k_0.0003 - [INFO] - [E:204| 600]: Train Loss:0.0011217, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:35:33,938 - yago11k_0.0003 - [INFO] - [Epoch:204]: Training Loss:0.001122
2023-06-19 07:35:34,157 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 07:35:46,418 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 07:35:58,512 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 204 valid]:
MRR: Tail : 0.40712, Head : 0.23446, Avg : 0.32079
2023-06-19 07:35:58,512 - yago11k_0.0003 - [INFO] - [Epoch 204]: Training Loss: 0.0011217, Valid MRR: 0.32242,
2023-06-19 07:35:59,161 - yago11k_0.0003 - [INFO] - [E:205| 0]: Train Loss:0.0011203, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:37:03,377 - yago11k_0.0003 - [INFO] - [E:205| 100]: Train Loss:0.0011194, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:38:07,580 - yago11k_0.0003 - [INFO] - [E:205| 200]: Train Loss:0.0011207, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:39:11,768 - yago11k_0.0003 - [INFO] - [E:205| 300]: Train Loss:0.0011202, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:40:15,949 - yago11k_0.0003 - [INFO] - [E:205| 400]: Train Loss:0.0011204, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:41:20,142 - yago11k_0.0003 - [INFO] - [E:205| 500]: Train Loss:0.0011209, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:42:23,863 - yago11k_0.0003 - [INFO] - [E:205| 600]: Train Loss:0.0011215, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:42:23,863 - yago11k_0.0003 - [INFO] - [Epoch:205]: Training Loss:0.001121
2023-06-19 07:42:24,082 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 07:42:36,337 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 07:42:48,424 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 205 valid]:
MRR: Tail : 0.40248, Head : 0.23295, Avg : 0.31771
2023-06-19 07:42:48,424 - yago11k_0.0003 - [INFO] - [Epoch 205]: Training Loss: 0.0011215, Valid MRR: 0.32242,
2023-06-19 07:42:49,072 - yago11k_0.0003 - [INFO] - [E:206| 0]: Train Loss:0.0011136, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:43:53,260 - yago11k_0.0003 - [INFO] - [E:206| 100]: Train Loss:0.0011231, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:44:57,431 - yago11k_0.0003 - [INFO] - [E:206| 200]: Train Loss:0.0011217, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:46:01,603 - yago11k_0.0003 - [INFO] - [E:206| 300]: Train Loss:0.0011212, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:47:05,765 - yago11k_0.0003 - [INFO] - [E:206| 400]: Train Loss:0.001121, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:48:09,949 - yago11k_0.0003 - [INFO] - [E:206| 500]: Train Loss:0.0011209, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:49:13,681 - yago11k_0.0003 - [INFO] - [E:206| 600]: Train Loss:0.0011207, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:49:13,681 - yago11k_0.0003 - [INFO] - [Epoch:206]: Training Loss:0.001121
2023-06-19 07:49:13,900 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 07:49:26,156 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 07:49:38,241 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 206 valid]:
MRR: Tail : 0.40665, Head : 0.23368, Avg : 0.32017
2023-06-19 07:49:38,241 - yago11k_0.0003 - [INFO] - [Epoch 206]: Training Loss: 0.0011207, Valid MRR: 0.32242,
2023-06-19 07:49:38,889 - yago11k_0.0003 - [INFO] - [E:207| 0]: Train Loss:0.001141, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:50:43,067 - yago11k_0.0003 - [INFO] - [E:207| 100]: Train Loss:0.0011197, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:51:47,282 - yago11k_0.0003 - [INFO] - [E:207| 200]: Train Loss:0.0011196, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:52:51,504 - yago11k_0.0003 - [INFO] - [E:207| 300]: Train Loss:0.0011199, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:53:55,684 - yago11k_0.0003 - [INFO] - [E:207| 400]: Train Loss:0.0011201, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:54:59,896 - yago11k_0.0003 - [INFO] - [E:207| 500]: Train Loss:0.0011204, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:56:03,679 - yago11k_0.0003 - [INFO] - [E:207| 600]: Train Loss:0.0011206, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:56:03,680 - yago11k_0.0003 - [INFO] - [Epoch:207]: Training Loss:0.001121
2023-06-19 07:56:03,901 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 07:56:16,158 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 07:56:28,250 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 207 valid]:
MRR: Tail : 0.40672, Head : 0.23346, Avg : 0.32009
2023-06-19 07:56:28,250 - yago11k_0.0003 - [INFO] - [Epoch 207]: Training Loss: 0.0011206, Valid MRR: 0.32242,
2023-06-19 07:56:28,898 - yago11k_0.0003 - [INFO] - [E:208| 0]: Train Loss:0.001116, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:57:33,105 - yago11k_0.0003 - [INFO] - [E:208| 100]: Train Loss:0.0011187, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:58:37,324 - yago11k_0.0003 - [INFO] - [E:208| 200]: Train Loss:0.0011194, Val MRR:0.32242, yago11k_0.0003
2023-06-19 07:59:41,524 - yago11k_0.0003 - [INFO] - [E:208| 300]: Train Loss:0.0011198, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:00:45,718 - yago11k_0.0003 - [INFO] - [E:208| 400]: Train Loss:0.00112, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:01:49,936 - yago11k_0.0003 - [INFO] - [E:208| 500]: Train Loss:0.0011203, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:02:53,714 - yago11k_0.0003 - [INFO] - [E:208| 600]: Train Loss:0.0011205, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:02:53,714 - yago11k_0.0003 - [INFO] - [Epoch:208]: Training Loss:0.00112
2023-06-19 08:02:53,932 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 08:03:06,186 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 08:03:18,271 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 208 valid]:
MRR: Tail : 0.40712, Head : 0.23448, Avg : 0.3208
2023-06-19 08:03:18,271 - yago11k_0.0003 - [INFO] - [Epoch 208]: Training Loss: 0.0011205, Valid MRR: 0.32242,
2023-06-19 08:03:18,919 - yago11k_0.0003 - [INFO] - [E:209| 0]: Train Loss:0.0011028, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:04:23,129 - yago11k_0.0003 - [INFO] - [E:209| 100]: Train Loss:0.0011232, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:05:27,348 - yago11k_0.0003 - [INFO] - [E:209| 200]: Train Loss:0.0011216, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:06:31,543 - yago11k_0.0003 - [INFO] - [E:209| 300]: Train Loss:0.0011205, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:07:35,767 - yago11k_0.0003 - [INFO] - [E:209| 400]: Train Loss:0.0011202, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:08:39,985 - yago11k_0.0003 - [INFO] - [E:209| 500]: Train Loss:0.0011205, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:09:43,753 - yago11k_0.0003 - [INFO] - [E:209| 600]: Train Loss:0.0011207, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:09:43,753 - yago11k_0.0003 - [INFO] - [Epoch:209]: Training Loss:0.001121
2023-06-19 08:09:43,971 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 08:09:56,227 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 08:10:08,314 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 209 valid]:
MRR: Tail : 0.39933, Head : 0.23314, Avg : 0.31623
MR: Tail : 790.62, Head : 1124.4, Avg : 957.5
Hit-1: Tail : 0.313, Head : 0.19269, Avg : 0.25285
Hit-3: Tail : 0.43707, Head : 0.23118, Avg : 0.33412
Hit-10: Tail : 0.5746, Head : 0.30939, Avg : 0.442
2023-06-19 08:10:08,314 - yago11k_0.0003 - [INFO] - [Epoch 209]: Training Loss: 0.0011207, Valid MRR: 0.32242,
2023-06-19 08:10:08,960 - yago11k_0.0003 - [INFO] - [E:210| 0]: Train Loss:0.0010981, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:11:13,169 - yago11k_0.0003 - [INFO] - [E:210| 100]: Train Loss:0.0011197, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:12:17,374 - yago11k_0.0003 - [INFO] - [E:210| 200]: Train Loss:0.0011212, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:13:21,549 - yago11k_0.0003 - [INFO] - [E:210| 300]: Train Loss:0.0011203, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:14:25,724 - yago11k_0.0003 - [INFO] - [E:210| 400]: Train Loss:0.0011201, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:15:29,891 - yago11k_0.0003 - [INFO] - [E:210| 500]: Train Loss:0.00112, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:16:33,622 - yago11k_0.0003 - [INFO] - [E:210| 600]: Train Loss:0.0011205, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:16:33,623 - yago11k_0.0003 - [INFO] - [Epoch:210]: Training Loss:0.001121
2023-06-19 08:16:33,841 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 08:16:46,093 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 08:16:58,190 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 210 valid]:
MRR: Tail : 0.39841, Head : 0.23216, Avg : 0.31528
2023-06-19 08:16:58,190 - yago11k_0.0003 - [INFO] - [Epoch 210]: Training Loss: 0.0011205, Valid MRR: 0.32242,
2023-06-19 08:16:58,843 - yago11k_0.0003 - [INFO] - [E:211| 0]: Train Loss:0.0011085, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:18:03,015 - yago11k_0.0003 - [INFO] - [E:211| 100]: Train Loss:0.0011202, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:19:07,156 - yago11k_0.0003 - [INFO] - [E:211| 200]: Train Loss:0.0011192, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:20:11,331 - yago11k_0.0003 - [INFO] - [E:211| 300]: Train Loss:0.0011198, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:21:15,508 - yago11k_0.0003 - [INFO] - [E:211| 400]: Train Loss:0.0011192, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:22:19,690 - yago11k_0.0003 - [INFO] - [E:211| 500]: Train Loss:0.0011193, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:23:23,437 - yago11k_0.0003 - [INFO] - [E:211| 600]: Train Loss:0.0011202, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:23:23,437 - yago11k_0.0003 - [INFO] - [Epoch:211]: Training Loss:0.00112
2023-06-19 08:23:23,656 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 08:23:35,909 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 08:23:48,000 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 211 valid]:
MRR: Tail : 0.40432, Head : 0.2336, Avg : 0.31896
2023-06-19 08:23:48,000 - yago11k_0.0003 - [INFO] - [Epoch 211]: Training Loss: 0.0011202, Valid MRR: 0.32242,
2023-06-19 08:23:48,647 - yago11k_0.0003 - [INFO] - [E:212| 0]: Train Loss:0.0011112, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:24:52,803 - yago11k_0.0003 - [INFO] - [E:212| 100]: Train Loss:0.0011187, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:25:56,958 - yago11k_0.0003 - [INFO] - [E:212| 200]: Train Loss:0.0011188, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:27:01,120 - yago11k_0.0003 - [INFO] - [E:212| 300]: Train Loss:0.0011193, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:28:05,299 - yago11k_0.0003 - [INFO] - [E:212| 400]: Train Loss:0.00112, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:29:09,454 - yago11k_0.0003 - [INFO] - [E:212| 500]: Train Loss:0.0011201, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:30:13,191 - yago11k_0.0003 - [INFO] - [E:212| 600]: Train Loss:0.0011203, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:30:13,191 - yago11k_0.0003 - [INFO] - [Epoch:212]: Training Loss:0.00112
2023-06-19 08:30:13,410 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 08:30:25,682 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 08:30:37,769 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 212 valid]:
MRR: Tail : 0.40281, Head : 0.23399, Avg : 0.3184
2023-06-19 08:30:37,769 - yago11k_0.0003 - [INFO] - [Epoch 212]: Training Loss: 0.0011203, Valid MRR: 0.32242,
2023-06-19 08:30:38,416 - yago11k_0.0003 - [INFO] - [E:213| 0]: Train Loss:0.0011078, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:31:42,591 - yago11k_0.0003 - [INFO] - [E:213| 100]: Train Loss:0.0011201, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:32:46,762 - yago11k_0.0003 - [INFO] - [E:213| 200]: Train Loss:0.0011211, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:33:50,916 - yago11k_0.0003 - [INFO] - [E:213| 300]: Train Loss:0.0011198, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:34:55,063 - yago11k_0.0003 - [INFO] - [E:213| 400]: Train Loss:0.0011197, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:35:59,217 - yago11k_0.0003 - [INFO] - [E:213| 500]: Train Loss:0.0011195, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:37:02,913 - yago11k_0.0003 - [INFO] - [E:213| 600]: Train Loss:0.0011202, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:37:02,913 - yago11k_0.0003 - [INFO] - [Epoch:213]: Training Loss:0.00112
2023-06-19 08:37:03,132 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 08:37:15,386 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 08:37:27,471 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 213 valid]:
MRR: Tail : 0.40382, Head : 0.23436, Avg : 0.31909
2023-06-19 08:37:27,471 - yago11k_0.0003 - [INFO] - [Epoch 213]: Training Loss: 0.0011202, Valid MRR: 0.32242,
2023-06-19 08:37:28,117 - yago11k_0.0003 - [INFO] - [E:214| 0]: Train Loss:0.0011039, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:38:32,251 - yago11k_0.0003 - [INFO] - [E:214| 100]: Train Loss:0.0011212, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:39:36,407 - yago11k_0.0003 - [INFO] - [E:214| 200]: Train Loss:0.0011206, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:40:40,538 - yago11k_0.0003 - [INFO] - [E:214| 300]: Train Loss:0.0011207, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:41:44,675 - yago11k_0.0003 - [INFO] - [E:214| 400]: Train Loss:0.0011206, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:42:48,809 - yago11k_0.0003 - [INFO] - [E:214| 500]: Train Loss:0.0011203, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:43:52,508 - yago11k_0.0003 - [INFO] - [E:214| 600]: Train Loss:0.00112, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:43:52,509 - yago11k_0.0003 - [INFO] - [Epoch:214]: Training Loss:0.00112
2023-06-19 08:43:52,727 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 08:44:04,972 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 08:44:17,046 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 214 valid]:
MRR: Tail : 0.40588, Head : 0.23268, Avg : 0.31928
2023-06-19 08:44:17,046 - yago11k_0.0003 - [INFO] - [Epoch 214]: Training Loss: 0.00112, Valid MRR: 0.32242,
2023-06-19 08:44:17,692 - yago11k_0.0003 - [INFO] - [E:215| 0]: Train Loss:0.0011457, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:45:21,823 - yago11k_0.0003 - [INFO] - [E:215| 100]: Train Loss:0.0011199, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:46:25,937 - yago11k_0.0003 - [INFO] - [E:215| 200]: Train Loss:0.0011188, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:47:30,037 - yago11k_0.0003 - [INFO] - [E:215| 300]: Train Loss:0.0011186, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:48:34,151 - yago11k_0.0003 - [INFO] - [E:215| 400]: Train Loss:0.0011196, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:49:38,262 - yago11k_0.0003 - [INFO] - [E:215| 500]: Train Loss:0.0011196, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:50:41,954 - yago11k_0.0003 - [INFO] - [E:215| 600]: Train Loss:0.0011198, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:50:41,954 - yago11k_0.0003 - [INFO] - [Epoch:215]: Training Loss:0.00112
2023-06-19 08:50:42,173 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 08:50:54,415 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 08:51:06,490 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 215 valid]:
MRR: Tail : 0.40363, Head : 0.23334, Avg : 0.31849
2023-06-19 08:51:06,490 - yago11k_0.0003 - [INFO] - [Epoch 215]: Training Loss: 0.0011198, Valid MRR: 0.32242,
2023-06-19 08:51:07,136 - yago11k_0.0003 - [INFO] - [E:216| 0]: Train Loss:0.0011026, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:52:11,256 - yago11k_0.0003 - [INFO] - [E:216| 100]: Train Loss:0.0011184, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:53:15,367 - yago11k_0.0003 - [INFO] - [E:216| 200]: Train Loss:0.0011181, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:54:19,460 - yago11k_0.0003 - [INFO] - [E:216| 300]: Train Loss:0.0011178, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:55:23,566 - yago11k_0.0003 - [INFO] - [E:216| 400]: Train Loss:0.001119, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:56:27,658 - yago11k_0.0003 - [INFO] - [E:216| 500]: Train Loss:0.0011194, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:57:31,328 - yago11k_0.0003 - [INFO] - [E:216| 600]: Train Loss:0.0011196, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:57:31,328 - yago11k_0.0003 - [INFO] - [Epoch:216]: Training Loss:0.00112
2023-06-19 08:57:31,546 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 08:57:43,785 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 08:57:55,856 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 216 valid]:
MRR: Tail : 0.40252, Head : 0.23347, Avg : 0.31799
2023-06-19 08:57:55,856 - yago11k_0.0003 - [INFO] - [Epoch 216]: Training Loss: 0.0011196, Valid MRR: 0.32242,
2023-06-19 08:57:56,503 - yago11k_0.0003 - [INFO] - [E:217| 0]: Train Loss:0.0011078, Val MRR:0.32242, yago11k_0.0003
2023-06-19 08:59:00,612 - yago11k_0.0003 - [INFO] - [E:217| 100]: Train Loss:0.0011185, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:00:04,714 - yago11k_0.0003 - [INFO] - [E:217| 200]: Train Loss:0.0011182, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:01:08,814 - yago11k_0.0003 - [INFO] - [E:217| 300]: Train Loss:0.0011192, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:02:12,917 - yago11k_0.0003 - [INFO] - [E:217| 400]: Train Loss:0.0011195, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:03:17,017 - yago11k_0.0003 - [INFO] - [E:217| 500]: Train Loss:0.0011196, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:04:20,676 - yago11k_0.0003 - [INFO] - [E:217| 600]: Train Loss:0.0011192, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:04:20,677 - yago11k_0.0003 - [INFO] - [Epoch:217]: Training Loss:0.001119
2023-06-19 09:04:20,895 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 09:04:33,129 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 09:04:45,199 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 217 valid]:
MRR: Tail : 0.40548, Head : 0.23281, Avg : 0.31915
2023-06-19 09:04:45,200 - yago11k_0.0003 - [INFO] - [Epoch 217]: Training Loss: 0.0011192, Valid MRR: 0.32242,
2023-06-19 09:04:45,847 - yago11k_0.0003 - [INFO] - [E:218| 0]: Train Loss:0.0011127, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:05:49,921 - yago11k_0.0003 - [INFO] - [E:218| 100]: Train Loss:0.0011188, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:06:53,991 - yago11k_0.0003 - [INFO] - [E:218| 200]: Train Loss:0.0011186, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:07:58,069 - yago11k_0.0003 - [INFO] - [E:218| 300]: Train Loss:0.0011194, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:09:02,180 - yago11k_0.0003 - [INFO] - [E:218| 400]: Train Loss:0.0011189, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:10:06,271 - yago11k_0.0003 - [INFO] - [E:218| 500]: Train Loss:0.0011186, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:11:09,937 - yago11k_0.0003 - [INFO] - [E:218| 600]: Train Loss:0.001119, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:11:09,937 - yago11k_0.0003 - [INFO] - [Epoch:218]: Training Loss:0.001119
2023-06-19 09:11:10,155 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 09:11:22,404 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 09:11:34,467 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 218 valid]:
MRR: Tail : 0.40636, Head : 0.23594, Avg : 0.32115
2023-06-19 09:11:34,467 - yago11k_0.0003 - [INFO] - [Epoch 218]: Training Loss: 0.001119, Valid MRR: 0.32242,
2023-06-19 09:11:35,112 - yago11k_0.0003 - [INFO] - [E:219| 0]: Train Loss:0.0011734, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:12:39,161 - yago11k_0.0003 - [INFO] - [E:219| 100]: Train Loss:0.0011172, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:13:43,209 - yago11k_0.0003 - [INFO] - [E:219| 200]: Train Loss:0.0011183, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:14:47,244 - yago11k_0.0003 - [INFO] - [E:219| 300]: Train Loss:0.0011185, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:15:51,322 - yago11k_0.0003 - [INFO] - [E:219| 400]: Train Loss:0.0011184, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:16:55,388 - yago11k_0.0003 - [INFO] - [E:219| 500]: Train Loss:0.0011188, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:17:59,005 - yago11k_0.0003 - [INFO] - [E:219| 600]: Train Loss:0.001119, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:17:59,005 - yago11k_0.0003 - [INFO] - [Epoch:219]: Training Loss:0.001119
2023-06-19 09:17:59,223 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 09:18:11,453 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 09:18:23,521 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 219 valid]:
MRR: Tail : 0.40644, Head : 0.23375, Avg : 0.32009
MR: Tail : 788.59, Head : 1126.3, Avg : 957.47
Hit-1: Tail : 0.32203, Head : 0.19422, Avg : 0.25813
Hit-3: Tail : 0.44693, Head : 0.22992, Avg : 0.33843
Hit-10: Tail : 0.5678, Head : 0.31356, Avg : 0.44068
2023-06-19 09:18:23,521 - yago11k_0.0003 - [INFO] - [Epoch 219]: Training Loss: 0.001119, Valid MRR: 0.32242,
2023-06-19 09:18:24,168 - yago11k_0.0003 - [INFO] - [E:220| 0]: Train Loss:0.0011282, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:19:28,202 - yago11k_0.0003 - [INFO] - [E:220| 100]: Train Loss:0.0011184, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:20:32,223 - yago11k_0.0003 - [INFO] - [E:220| 200]: Train Loss:0.0011183, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:21:36,244 - yago11k_0.0003 - [INFO] - [E:220| 300]: Train Loss:0.001118, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:22:40,185 - yago11k_0.0003 - [INFO] - [E:220| 400]: Train Loss:0.0011178, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:23:44,107 - yago11k_0.0003 - [INFO] - [E:220| 500]: Train Loss:0.0011182, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:24:47,685 - yago11k_0.0003 - [INFO] - [E:220| 600]: Train Loss:0.0011187, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:24:47,685 - yago11k_0.0003 - [INFO] - [Epoch:220]: Training Loss:0.001119
2023-06-19 09:24:47,903 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 09:25:00,134 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 09:25:12,214 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 220 valid]:
MRR: Tail : 0.40603, Head : 0.23389, Avg : 0.31996
2023-06-19 09:25:12,214 - yago11k_0.0003 - [INFO] - [Epoch 220]: Training Loss: 0.0011187, Valid MRR: 0.32242,
2023-06-19 09:25:12,859 - yago11k_0.0003 - [INFO] - [E:221| 0]: Train Loss:0.0011198, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:26:16,927 - yago11k_0.0003 - [INFO] - [E:221| 100]: Train Loss:0.0011189, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:27:20,971 - yago11k_0.0003 - [INFO] - [E:221| 200]: Train Loss:0.0011194, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:28:25,019 - yago11k_0.0003 - [INFO] - [E:221| 300]: Train Loss:0.0011196, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:29:29,057 - yago11k_0.0003 - [INFO] - [E:221| 400]: Train Loss:0.0011186, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:30:33,118 - yago11k_0.0003 - [INFO] - [E:221| 500]: Train Loss:0.0011187, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:31:36,753 - yago11k_0.0003 - [INFO] - [E:221| 600]: Train Loss:0.0011188, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:31:36,753 - yago11k_0.0003 - [INFO] - [Epoch:221]: Training Loss:0.001119
2023-06-19 09:31:36,971 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 09:31:49,206 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 09:32:01,274 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 221 valid]:
MRR: Tail : 0.40486, Head : 0.23406, Avg : 0.31946
2023-06-19 09:32:01,275 - yago11k_0.0003 - [INFO] - [Epoch 221]: Training Loss: 0.0011188, Valid MRR: 0.32242,
2023-06-19 09:32:01,922 - yago11k_0.0003 - [INFO] - [E:222| 0]: Train Loss:0.0011374, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:33:05,977 - yago11k_0.0003 - [INFO] - [E:222| 100]: Train Loss:0.001118, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:34:10,043 - yago11k_0.0003 - [INFO] - [E:222| 200]: Train Loss:0.0011189, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:35:14,080 - yago11k_0.0003 - [INFO] - [E:222| 300]: Train Loss:0.0011192, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:36:18,131 - yago11k_0.0003 - [INFO] - [E:222| 400]: Train Loss:0.0011186, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:37:22,189 - yago11k_0.0003 - [INFO] - [E:222| 500]: Train Loss:0.0011185, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:38:25,792 - yago11k_0.0003 - [INFO] - [E:222| 600]: Train Loss:0.0011182, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:38:25,793 - yago11k_0.0003 - [INFO] - [Epoch:222]: Training Loss:0.001118
2023-06-19 09:38:26,011 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 09:38:38,256 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 09:38:50,319 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 222 valid]:
MRR: Tail : 0.40414, Head : 0.23344, Avg : 0.31879
2023-06-19 09:38:50,319 - yago11k_0.0003 - [INFO] - [Epoch 222]: Training Loss: 0.0011182, Valid MRR: 0.32242,
2023-06-19 09:38:50,968 - yago11k_0.0003 - [INFO] - [E:223| 0]: Train Loss:0.0011129, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:39:55,025 - yago11k_0.0003 - [INFO] - [E:223| 100]: Train Loss:0.0011146, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:40:59,062 - yago11k_0.0003 - [INFO] - [E:223| 200]: Train Loss:0.0011164, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:42:03,112 - yago11k_0.0003 - [INFO] - [E:223| 300]: Train Loss:0.0011169, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:43:07,168 - yago11k_0.0003 - [INFO] - [E:223| 400]: Train Loss:0.0011178, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:44:11,229 - yago11k_0.0003 - [INFO] - [E:223| 500]: Train Loss:0.001118, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:45:14,832 - yago11k_0.0003 - [INFO] - [E:223| 600]: Train Loss:0.0011182, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:45:14,832 - yago11k_0.0003 - [INFO] - [Epoch:223]: Training Loss:0.001118
2023-06-19 09:45:15,051 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 09:45:27,287 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 09:45:39,344 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 223 valid]:
MRR: Tail : 0.40536, Head : 0.23461, Avg : 0.31998
2023-06-19 09:45:39,344 - yago11k_0.0003 - [INFO] - [Epoch 223]: Training Loss: 0.0011182, Valid MRR: 0.32242,
2023-06-19 09:45:39,989 - yago11k_0.0003 - [INFO] - [E:224| 0]: Train Loss:0.0011324, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:46:44,057 - yago11k_0.0003 - [INFO] - [E:224| 100]: Train Loss:0.0011155, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:47:48,119 - yago11k_0.0003 - [INFO] - [E:224| 200]: Train Loss:0.0011155, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:48:52,174 - yago11k_0.0003 - [INFO] - [E:224| 300]: Train Loss:0.0011167, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:49:56,231 - yago11k_0.0003 - [INFO] - [E:224| 400]: Train Loss:0.0011175, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:51:00,282 - yago11k_0.0003 - [INFO] - [E:224| 500]: Train Loss:0.0011177, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:52:03,899 - yago11k_0.0003 - [INFO] - [E:224| 600]: Train Loss:0.0011181, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:52:03,900 - yago11k_0.0003 - [INFO] - [Epoch:224]: Training Loss:0.001118
2023-06-19 09:52:04,118 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 09:52:16,342 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 09:52:28,400 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 224 valid]:
MRR: Tail : 0.40589, Head : 0.2317, Avg : 0.3188
2023-06-19 09:52:28,400 - yago11k_0.0003 - [INFO] - [Epoch 224]: Training Loss: 0.0011181, Valid MRR: 0.32242,
2023-06-19 09:52:29,046 - yago11k_0.0003 - [INFO] - [E:225| 0]: Train Loss:0.0011158, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:53:33,122 - yago11k_0.0003 - [INFO] - [E:225| 100]: Train Loss:0.0011172, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:54:37,197 - yago11k_0.0003 - [INFO] - [E:225| 200]: Train Loss:0.0011172, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:55:41,264 - yago11k_0.0003 - [INFO] - [E:225| 300]: Train Loss:0.0011179, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:56:45,304 - yago11k_0.0003 - [INFO] - [E:225| 400]: Train Loss:0.0011178, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:57:49,363 - yago11k_0.0003 - [INFO] - [E:225| 500]: Train Loss:0.0011179, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:58:52,980 - yago11k_0.0003 - [INFO] - [E:225| 600]: Train Loss:0.0011184, Val MRR:0.32242, yago11k_0.0003
2023-06-19 09:58:52,980 - yago11k_0.0003 - [INFO] - [Epoch:225]: Training Loss:0.001118
2023-06-19 09:58:53,198 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 09:59:05,428 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 09:59:17,489 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 225 valid]:
MRR: Tail : 0.40924, Head : 0.2327, Avg : 0.32097
2023-06-19 09:59:17,489 - yago11k_0.0003 - [INFO] - [Epoch 225]: Training Loss: 0.0011184, Valid MRR: 0.32242,
2023-06-19 09:59:18,135 - yago11k_0.0003 - [INFO] - [E:226| 0]: Train Loss:0.0011045, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:00:22,201 - yago11k_0.0003 - [INFO] - [E:226| 100]: Train Loss:0.0011145, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:01:26,269 - yago11k_0.0003 - [INFO] - [E:226| 200]: Train Loss:0.0011164, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:02:30,327 - yago11k_0.0003 - [INFO] - [E:226| 300]: Train Loss:0.0011163, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:03:34,383 - yago11k_0.0003 - [INFO] - [E:226| 400]: Train Loss:0.001117, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:04:38,449 - yago11k_0.0003 - [INFO] - [E:226| 500]: Train Loss:0.0011169, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:05:42,064 - yago11k_0.0003 - [INFO] - [E:226| 600]: Train Loss:0.0011175, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:05:42,064 - yago11k_0.0003 - [INFO] - [Epoch:226]: Training Loss:0.001118
2023-06-19 10:05:42,283 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 10:05:54,516 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 10:06:06,576 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 226 valid]:
MRR: Tail : 0.40764, Head : 0.23496, Avg : 0.3213
2023-06-19 10:06:06,577 - yago11k_0.0003 - [INFO] - [Epoch 226]: Training Loss: 0.0011175, Valid MRR: 0.32242,
2023-06-19 10:06:07,221 - yago11k_0.0003 - [INFO] - [E:227| 0]: Train Loss:0.0011044, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:07:11,277 - yago11k_0.0003 - [INFO] - [E:227| 100]: Train Loss:0.0011187, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:08:15,353 - yago11k_0.0003 - [INFO] - [E:227| 200]: Train Loss:0.001117, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:09:19,448 - yago11k_0.0003 - [INFO] - [E:227| 300]: Train Loss:0.0011172, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:10:23,523 - yago11k_0.0003 - [INFO] - [E:227| 400]: Train Loss:0.0011173, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:11:27,578 - yago11k_0.0003 - [INFO] - [E:227| 500]: Train Loss:0.0011172, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:12:31,209 - yago11k_0.0003 - [INFO] - [E:227| 600]: Train Loss:0.0011172, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:12:31,210 - yago11k_0.0003 - [INFO] - [Epoch:227]: Training Loss:0.001117
2023-06-19 10:12:31,428 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 10:12:43,661 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 10:12:55,723 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 227 valid]:
MRR: Tail : 0.4075, Head : 0.23387, Avg : 0.32068
2023-06-19 10:12:55,723 - yago11k_0.0003 - [INFO] - [Epoch 227]: Training Loss: 0.0011172, Valid MRR: 0.32242,
2023-06-19 10:12:56,368 - yago11k_0.0003 - [INFO] - [E:228| 0]: Train Loss:0.001165, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:14:00,439 - yago11k_0.0003 - [INFO] - [E:228| 100]: Train Loss:0.0011177, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:15:04,523 - yago11k_0.0003 - [INFO] - [E:228| 200]: Train Loss:0.0011167, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:16:08,581 - yago11k_0.0003 - [INFO] - [E:228| 300]: Train Loss:0.0011167, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:17:12,644 - yago11k_0.0003 - [INFO] - [E:228| 400]: Train Loss:0.0011175, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:18:16,721 - yago11k_0.0003 - [INFO] - [E:228| 500]: Train Loss:0.0011174, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:19:20,358 - yago11k_0.0003 - [INFO] - [E:228| 600]: Train Loss:0.0011174, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:19:20,358 - yago11k_0.0003 - [INFO] - [Epoch:228]: Training Loss:0.001117
2023-06-19 10:19:20,577 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 10:19:32,808 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 10:19:44,875 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 228 valid]:
MRR: Tail : 0.4077, Head : 0.2331, Avg : 0.3204
2023-06-19 10:19:44,876 - yago11k_0.0003 - [INFO] - [Epoch 228]: Training Loss: 0.0011174, Valid MRR: 0.32242,
2023-06-19 10:19:45,522 - yago11k_0.0003 - [INFO] - [E:229| 0]: Train Loss:0.0011172, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:20:49,591 - yago11k_0.0003 - [INFO] - [E:229| 100]: Train Loss:0.0011175, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:21:53,678 - yago11k_0.0003 - [INFO] - [E:229| 200]: Train Loss:0.0011178, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:22:57,756 - yago11k_0.0003 - [INFO] - [E:229| 300]: Train Loss:0.0011166, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:24:01,822 - yago11k_0.0003 - [INFO] - [E:229| 400]: Train Loss:0.0011167, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:25:05,906 - yago11k_0.0003 - [INFO] - [E:229| 500]: Train Loss:0.0011174, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:26:09,523 - yago11k_0.0003 - [INFO] - [E:229| 600]: Train Loss:0.0011173, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:26:09,523 - yago11k_0.0003 - [INFO] - [Epoch:229]: Training Loss:0.001117
2023-06-19 10:26:09,742 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 10:26:21,976 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 10:26:34,039 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 229 valid]:
MRR: Tail : 0.40757, Head : 0.23537, Avg : 0.32147
MR: Tail : 794.46, Head : 1139.5, Avg : 967.0
Hit-1: Tail : 0.32301, Head : 0.19547, Avg : 0.25924
Hit-3: Tail : 0.44874, Head : 0.23006, Avg : 0.3394
Hit-10: Tail : 0.57183, Head : 0.31759, Avg : 0.44471
2023-06-19 10:26:34,039 - yago11k_0.0003 - [INFO] - [Epoch 229]: Training Loss: 0.0011173, Valid MRR: 0.32242,
2023-06-19 10:26:34,685 - yago11k_0.0003 - [INFO] - [E:230| 0]: Train Loss:0.0011305, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:27:38,762 - yago11k_0.0003 - [INFO] - [E:230| 100]: Train Loss:0.0011185, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:28:42,832 - yago11k_0.0003 - [INFO] - [E:230| 200]: Train Loss:0.0011179, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:29:46,896 - yago11k_0.0003 - [INFO] - [E:230| 300]: Train Loss:0.0011173, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:30:50,968 - yago11k_0.0003 - [INFO] - [E:230| 400]: Train Loss:0.0011165, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:31:55,033 - yago11k_0.0003 - [INFO] - [E:230| 500]: Train Loss:0.0011168, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:32:58,670 - yago11k_0.0003 - [INFO] - [E:230| 600]: Train Loss:0.001117, Val MRR:0.32242, yago11k_0.0003
2023-06-19 10:32:58,670 - yago11k_0.0003 - [INFO] - [Epoch:230]: Training Loss:0.001117
2023-06-19 10:32:58,889 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 10:33:11,122 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 10:33:23,198 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 230 valid]:
MRR: Tail : 0.41249, Head : 0.23379, Avg : 0.32314
2023-06-19 10:33:24,153 - yago11k_0.0003 - [INFO] - [Epoch 230]: Training Loss: 0.001117, Valid MRR: 0.32314,
2023-06-19 10:33:24,800 - yago11k_0.0003 - [INFO] - [E:231| 0]: Train Loss:0.0010983, Val MRR:0.32314, yago11k_0.0003
2023-06-19 10:34:28,872 - yago11k_0.0003 - [INFO] - [E:231| 100]: Train Loss:0.0011152, Val MRR:0.32314, yago11k_0.0003
2023-06-19 10:35:32,932 - yago11k_0.0003 - [INFO] - [E:231| 200]: Train Loss:0.0011167, Val MRR:0.32314, yago11k_0.0003
2023-06-19 10:36:37,013 - yago11k_0.0003 - [INFO] - [E:231| 300]: Train Loss:0.0011168, Val MRR:0.32314, yago11k_0.0003
2023-06-19 10:37:41,089 - yago11k_0.0003 - [INFO] - [E:231| 400]: Train Loss:0.0011172, Val MRR:0.32314, yago11k_0.0003
2023-06-19 10:38:45,174 - yago11k_0.0003 - [INFO] - [E:231| 500]: Train Loss:0.0011171, Val MRR:0.32314, yago11k_0.0003
2023-06-19 10:39:48,839 - yago11k_0.0003 - [INFO] - [E:231| 600]: Train Loss:0.0011171, Val MRR:0.32314, yago11k_0.0003
2023-06-19 10:39:48,840 - yago11k_0.0003 - [INFO] - [Epoch:231]: Training Loss:0.001117
2023-06-19 10:39:49,058 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 10:40:01,301 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 10:40:13,390 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 231 valid]:
MRR: Tail : 0.41262, Head : 0.23568, Avg : 0.32415
2023-06-19 10:40:14,420 - yago11k_0.0003 - [INFO] - [Epoch 231]: Training Loss: 0.0011171, Valid MRR: 0.32415,
2023-06-19 10:40:15,069 - yago11k_0.0003 - [INFO] - [E:232| 0]: Train Loss:0.0011168, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:41:19,122 - yago11k_0.0003 - [INFO] - [E:232| 100]: Train Loss:0.0011163, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:42:23,120 - yago11k_0.0003 - [INFO] - [E:232| 200]: Train Loss:0.0011154, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:43:27,091 - yago11k_0.0003 - [INFO] - [E:232| 300]: Train Loss:0.001117, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:44:31,055 - yago11k_0.0003 - [INFO] - [E:232| 400]: Train Loss:0.0011169, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:45:35,031 - yago11k_0.0003 - [INFO] - [E:232| 500]: Train Loss:0.0011167, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:46:38,588 - yago11k_0.0003 - [INFO] - [E:232| 600]: Train Loss:0.0011169, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:46:38,588 - yago11k_0.0003 - [INFO] - [Epoch:232]: Training Loss:0.001117
2023-06-19 10:46:38,807 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 10:46:51,048 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 10:47:03,107 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 232 valid]:
MRR: Tail : 0.40469, Head : 0.235, Avg : 0.31984
2023-06-19 10:47:03,107 - yago11k_0.0003 - [INFO] - [Epoch 232]: Training Loss: 0.0011169, Valid MRR: 0.32415,
2023-06-19 10:47:03,754 - yago11k_0.0003 - [INFO] - [E:233| 0]: Train Loss:0.0011209, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:48:07,758 - yago11k_0.0003 - [INFO] - [E:233| 100]: Train Loss:0.0011168, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:49:11,762 - yago11k_0.0003 - [INFO] - [E:233| 200]: Train Loss:0.001119, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:50:15,774 - yago11k_0.0003 - [INFO] - [E:233| 300]: Train Loss:0.0011175, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:51:19,788 - yago11k_0.0003 - [INFO] - [E:233| 400]: Train Loss:0.0011174, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:52:23,776 - yago11k_0.0003 - [INFO] - [E:233| 500]: Train Loss:0.001117, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:53:27,301 - yago11k_0.0003 - [INFO] - [E:233| 600]: Train Loss:0.0011168, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:53:27,301 - yago11k_0.0003 - [INFO] - [Epoch:233]: Training Loss:0.001117
2023-06-19 10:53:27,519 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 10:53:39,752 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 10:53:51,802 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 233 valid]:
MRR: Tail : 0.40588, Head : 0.23602, Avg : 0.32095
2023-06-19 10:53:51,802 - yago11k_0.0003 - [INFO] - [Epoch 233]: Training Loss: 0.0011168, Valid MRR: 0.32415,
2023-06-19 10:53:52,447 - yago11k_0.0003 - [INFO] - [E:234| 0]: Train Loss:0.0011373, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:54:56,409 - yago11k_0.0003 - [INFO] - [E:234| 100]: Train Loss:0.0011173, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:56:00,349 - yago11k_0.0003 - [INFO] - [E:234| 200]: Train Loss:0.0011173, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:57:04,286 - yago11k_0.0003 - [INFO] - [E:234| 300]: Train Loss:0.001116, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:58:08,204 - yago11k_0.0003 - [INFO] - [E:234| 400]: Train Loss:0.0011163, Val MRR:0.32415, yago11k_0.0003
2023-06-19 10:59:12,113 - yago11k_0.0003 - [INFO] - [E:234| 500]: Train Loss:0.0011165, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:00:15,589 - yago11k_0.0003 - [INFO] - [E:234| 600]: Train Loss:0.0011171, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:00:15,590 - yago11k_0.0003 - [INFO] - [Epoch:234]: Training Loss:0.001117
2023-06-19 11:00:15,807 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 11:00:28,022 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 11:00:40,064 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 234 valid]:
MRR: Tail : 0.40625, Head : 0.2359, Avg : 0.32108
2023-06-19 11:00:40,064 - yago11k_0.0003 - [INFO] - [Epoch 234]: Training Loss: 0.0011171, Valid MRR: 0.32415,
2023-06-19 11:00:40,707 - yago11k_0.0003 - [INFO] - [E:235| 0]: Train Loss:0.0011172, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:01:44,599 - yago11k_0.0003 - [INFO] - [E:235| 100]: Train Loss:0.0011173, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:02:48,480 - yago11k_0.0003 - [INFO] - [E:235| 200]: Train Loss:0.0011168, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:03:52,370 - yago11k_0.0003 - [INFO] - [E:235| 300]: Train Loss:0.0011167, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:04:56,276 - yago11k_0.0003 - [INFO] - [E:235| 400]: Train Loss:0.0011168, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:06:00,158 - yago11k_0.0003 - [INFO] - [E:235| 500]: Train Loss:0.001117, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:07:03,614 - yago11k_0.0003 - [INFO] - [E:235| 600]: Train Loss:0.0011169, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:07:03,615 - yago11k_0.0003 - [INFO] - [Epoch:235]: Training Loss:0.001117
2023-06-19 11:07:03,832 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 11:07:16,047 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 11:07:28,092 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 235 valid]:
MRR: Tail : 0.40484, Head : 0.23413, Avg : 0.31949
2023-06-19 11:07:28,092 - yago11k_0.0003 - [INFO] - [Epoch 235]: Training Loss: 0.0011169, Valid MRR: 0.32415,
2023-06-19 11:07:28,736 - yago11k_0.0003 - [INFO] - [E:236| 0]: Train Loss:0.0011408, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:08:32,642 - yago11k_0.0003 - [INFO] - [E:236| 100]: Train Loss:0.0011178, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:09:36,520 - yago11k_0.0003 - [INFO] - [E:236| 200]: Train Loss:0.0011164, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:10:40,406 - yago11k_0.0003 - [INFO] - [E:236| 300]: Train Loss:0.0011165, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:11:44,295 - yago11k_0.0003 - [INFO] - [E:236| 400]: Train Loss:0.0011161, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:12:48,173 - yago11k_0.0003 - [INFO] - [E:236| 500]: Train Loss:0.0011158, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:13:51,627 - yago11k_0.0003 - [INFO] - [E:236| 600]: Train Loss:0.0011161, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:13:51,628 - yago11k_0.0003 - [INFO] - [Epoch:236]: Training Loss:0.001116
2023-06-19 11:13:51,845 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 11:14:04,054 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 11:14:16,091 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 236 valid]:
MRR: Tail : 0.40695, Head : 0.23595, Avg : 0.32145
2023-06-19 11:14:16,091 - yago11k_0.0003 - [INFO] - [Epoch 236]: Training Loss: 0.0011161, Valid MRR: 0.32415,
2023-06-19 11:14:16,735 - yago11k_0.0003 - [INFO] - [E:237| 0]: Train Loss:0.0011157, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:15:20,604 - yago11k_0.0003 - [INFO] - [E:237| 100]: Train Loss:0.0011151, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:16:24,493 - yago11k_0.0003 - [INFO] - [E:237| 200]: Train Loss:0.0011162, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:17:28,370 - yago11k_0.0003 - [INFO] - [E:237| 300]: Train Loss:0.0011164, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:18:32,238 - yago11k_0.0003 - [INFO] - [E:237| 400]: Train Loss:0.0011166, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:19:36,095 - yago11k_0.0003 - [INFO] - [E:237| 500]: Train Loss:0.0011163, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:20:39,539 - yago11k_0.0003 - [INFO] - [E:237| 600]: Train Loss:0.0011167, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:20:39,539 - yago11k_0.0003 - [INFO] - [Epoch:237]: Training Loss:0.001117
2023-06-19 11:20:39,757 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 11:20:51,970 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 11:21:04,009 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 237 valid]:
MRR: Tail : 0.4053, Head : 0.23438, Avg : 0.31984
2023-06-19 11:21:04,009 - yago11k_0.0003 - [INFO] - [Epoch 237]: Training Loss: 0.0011167, Valid MRR: 0.32415,
2023-06-19 11:21:04,654 - yago11k_0.0003 - [INFO] - [E:238| 0]: Train Loss:0.0011043, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:22:08,520 - yago11k_0.0003 - [INFO] - [E:238| 100]: Train Loss:0.001119, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:23:12,395 - yago11k_0.0003 - [INFO] - [E:238| 200]: Train Loss:0.0011176, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:24:16,268 - yago11k_0.0003 - [INFO] - [E:238| 300]: Train Loss:0.0011172, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:25:20,136 - yago11k_0.0003 - [INFO] - [E:238| 400]: Train Loss:0.0011168, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:26:24,003 - yago11k_0.0003 - [INFO] - [E:238| 500]: Train Loss:0.0011165, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:27:27,443 - yago11k_0.0003 - [INFO] - [E:238| 600]: Train Loss:0.0011168, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:27:27,444 - yago11k_0.0003 - [INFO] - [Epoch:238]: Training Loss:0.001117
2023-06-19 11:27:27,661 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 11:27:39,869 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 11:27:51,910 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 238 valid]:
MRR: Tail : 0.41138, Head : 0.23371, Avg : 0.32255
2023-06-19 11:27:51,910 - yago11k_0.0003 - [INFO] - [Epoch 238]: Training Loss: 0.0011168, Valid MRR: 0.32415,
2023-06-19 11:27:52,556 - yago11k_0.0003 - [INFO] - [E:239| 0]: Train Loss:0.0011369, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:28:56,422 - yago11k_0.0003 - [INFO] - [E:239| 100]: Train Loss:0.0011154, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:30:00,300 - yago11k_0.0003 - [INFO] - [E:239| 200]: Train Loss:0.0011163, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:31:04,159 - yago11k_0.0003 - [INFO] - [E:239| 300]: Train Loss:0.0011161, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:32:08,015 - yago11k_0.0003 - [INFO] - [E:239| 400]: Train Loss:0.0011159, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:33:11,861 - yago11k_0.0003 - [INFO] - [E:239| 500]: Train Loss:0.0011156, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:34:15,283 - yago11k_0.0003 - [INFO] - [E:239| 600]: Train Loss:0.0011159, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:34:15,284 - yago11k_0.0003 - [INFO] - [Epoch:239]: Training Loss:0.001116
2023-06-19 11:34:15,502 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 11:34:27,710 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 11:34:39,747 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 239 valid]:
MRR: Tail : 0.40935, Head : 0.23544, Avg : 0.3224
MR: Tail : 747.11, Head : 1107.3, Avg : 927.23
Hit-1: Tail : 0.32648, Head : 0.19464, Avg : 0.26056
Hit-3: Tail : 0.44762, Head : 0.23395, Avg : 0.34079
Hit-10: Tail : 0.5703, Head : 0.31342, Avg : 0.44186
2023-06-19 11:34:39,747 - yago11k_0.0003 - [INFO] - [Epoch 239]: Training Loss: 0.0011159, Valid MRR: 0.32415,
2023-06-19 11:34:40,391 - yago11k_0.0003 - [INFO] - [E:240| 0]: Train Loss:0.0011009, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:35:44,242 - yago11k_0.0003 - [INFO] - [E:240| 100]: Train Loss:0.0011135, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:36:48,099 - yago11k_0.0003 - [INFO] - [E:240| 200]: Train Loss:0.0011153, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:37:51,962 - yago11k_0.0003 - [INFO] - [E:240| 300]: Train Loss:0.001116, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:38:55,810 - yago11k_0.0003 - [INFO] - [E:240| 400]: Train Loss:0.0011155, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:39:59,662 - yago11k_0.0003 - [INFO] - [E:240| 500]: Train Loss:0.0011156, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:41:03,084 - yago11k_0.0003 - [INFO] - [E:240| 600]: Train Loss:0.0011157, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:41:03,084 - yago11k_0.0003 - [INFO] - [Epoch:240]: Training Loss:0.001116
2023-06-19 11:41:03,303 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 11:41:15,520 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 11:41:27,565 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 240 valid]:
MRR: Tail : 0.41085, Head : 0.23265, Avg : 0.32175
2023-06-19 11:41:27,565 - yago11k_0.0003 - [INFO] - [Epoch 240]: Training Loss: 0.0011157, Valid MRR: 0.32415,
2023-06-19 11:41:28,210 - yago11k_0.0003 - [INFO] - [E:241| 0]: Train Loss:0.0011162, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:42:32,122 - yago11k_0.0003 - [INFO] - [E:241| 100]: Train Loss:0.0011175, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:43:36,021 - yago11k_0.0003 - [INFO] - [E:241| 200]: Train Loss:0.0011154, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:44:39,942 - yago11k_0.0003 - [INFO] - [E:241| 300]: Train Loss:0.0011157, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:45:43,844 - yago11k_0.0003 - [INFO] - [E:241| 400]: Train Loss:0.0011157, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:46:47,775 - yago11k_0.0003 - [INFO] - [E:241| 500]: Train Loss:0.0011162, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:47:51,274 - yago11k_0.0003 - [INFO] - [E:241| 600]: Train Loss:0.0011164, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:47:51,275 - yago11k_0.0003 - [INFO] - [Epoch:241]: Training Loss:0.001116
2023-06-19 11:47:51,493 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 11:48:03,705 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 11:48:15,755 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 241 valid]:
MRR: Tail : 0.41023, Head : 0.23529, Avg : 0.32276
2023-06-19 11:48:15,756 - yago11k_0.0003 - [INFO] - [Epoch 241]: Training Loss: 0.0011164, Valid MRR: 0.32415,
2023-06-19 11:48:16,400 - yago11k_0.0003 - [INFO] - [E:242| 0]: Train Loss:0.0011272, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:49:20,390 - yago11k_0.0003 - [INFO] - [E:242| 100]: Train Loss:0.0011159, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:50:24,252 - yago11k_0.0003 - [INFO] - [E:242| 200]: Train Loss:0.0011157, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:51:28,119 - yago11k_0.0003 - [INFO] - [E:242| 300]: Train Loss:0.0011159, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:52:31,988 - yago11k_0.0003 - [INFO] - [E:242| 400]: Train Loss:0.0011153, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:53:35,858 - yago11k_0.0003 - [INFO] - [E:242| 500]: Train Loss:0.0011154, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:54:39,288 - yago11k_0.0003 - [INFO] - [E:242| 600]: Train Loss:0.0011158, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:54:39,288 - yago11k_0.0003 - [INFO] - [Epoch:242]: Training Loss:0.001116
2023-06-19 11:54:39,507 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 11:54:51,726 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 11:55:03,782 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 242 valid]:
MRR: Tail : 0.41131, Head : 0.23296, Avg : 0.32213
2023-06-19 11:55:03,782 - yago11k_0.0003 - [INFO] - [Epoch 242]: Training Loss: 0.0011158, Valid MRR: 0.32415,
2023-06-19 11:55:04,427 - yago11k_0.0003 - [INFO] - [E:243| 0]: Train Loss:0.0011341, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:56:08,392 - yago11k_0.0003 - [INFO] - [E:243| 100]: Train Loss:0.0011169, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:57:12,313 - yago11k_0.0003 - [INFO] - [E:243| 200]: Train Loss:0.0011161, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:58:16,266 - yago11k_0.0003 - [INFO] - [E:243| 300]: Train Loss:0.0011163, Val MRR:0.32415, yago11k_0.0003
2023-06-19 11:59:20,199 - yago11k_0.0003 - [INFO] - [E:243| 400]: Train Loss:0.0011162, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:00:24,146 - yago11k_0.0003 - [INFO] - [E:243| 500]: Train Loss:0.0011159, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:01:27,666 - yago11k_0.0003 - [INFO] - [E:243| 600]: Train Loss:0.001116, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:01:27,667 - yago11k_0.0003 - [INFO] - [Epoch:243]: Training Loss:0.001116
2023-06-19 12:01:27,885 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 12:01:40,098 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 12:01:52,156 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 243 valid]:
MRR: Tail : 0.41023, Head : 0.23317, Avg : 0.3217
2023-06-19 12:01:52,156 - yago11k_0.0003 - [INFO] - [Epoch 243]: Training Loss: 0.001116, Valid MRR: 0.32415,
2023-06-19 12:01:52,802 - yago11k_0.0003 - [INFO] - [E:244| 0]: Train Loss:0.001172, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:02:56,751 - yago11k_0.0003 - [INFO] - [E:244| 100]: Train Loss:0.0011159, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:04:00,668 - yago11k_0.0003 - [INFO] - [E:244| 200]: Train Loss:0.0011144, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:05:04,584 - yago11k_0.0003 - [INFO] - [E:244| 300]: Train Loss:0.0011146, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:06:08,504 - yago11k_0.0003 - [INFO] - [E:244| 400]: Train Loss:0.0011149, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:07:12,423 - yago11k_0.0003 - [INFO] - [E:244| 500]: Train Loss:0.0011147, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:08:15,904 - yago11k_0.0003 - [INFO] - [E:244| 600]: Train Loss:0.0011153, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:08:15,905 - yago11k_0.0003 - [INFO] - [Epoch:244]: Training Loss:0.001115
2023-06-19 12:08:16,123 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 12:08:28,346 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 12:08:40,395 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 244 valid]:
MRR: Tail : 0.40497, Head : 0.23113, Avg : 0.31805
2023-06-19 12:08:40,395 - yago11k_0.0003 - [INFO] - [Epoch 244]: Training Loss: 0.0011153, Valid MRR: 0.32415,
2023-06-19 12:08:41,041 - yago11k_0.0003 - [INFO] - [E:245| 0]: Train Loss:0.0011241, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:09:44,937 - yago11k_0.0003 - [INFO] - [E:245| 100]: Train Loss:0.0011165, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:10:48,850 - yago11k_0.0003 - [INFO] - [E:245| 200]: Train Loss:0.0011154, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:11:52,759 - yago11k_0.0003 - [INFO] - [E:245| 300]: Train Loss:0.0011148, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:12:56,666 - yago11k_0.0003 - [INFO] - [E:245| 400]: Train Loss:0.0011147, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:14:00,566 - yago11k_0.0003 - [INFO] - [E:245| 500]: Train Loss:0.0011151, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:15:04,040 - yago11k_0.0003 - [INFO] - [E:245| 600]: Train Loss:0.0011152, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:15:04,040 - yago11k_0.0003 - [INFO] - [Epoch:245]: Training Loss:0.001115
2023-06-19 12:15:04,258 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 12:15:16,487 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 12:15:28,532 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 245 valid]:
MRR: Tail : 0.40582, Head : 0.23209, Avg : 0.31895
2023-06-19 12:15:28,532 - yago11k_0.0003 - [INFO] - [Epoch 245]: Training Loss: 0.0011152, Valid MRR: 0.32415,
2023-06-19 12:15:29,178 - yago11k_0.0003 - [INFO] - [E:246| 0]: Train Loss:0.0011126, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:16:33,096 - yago11k_0.0003 - [INFO] - [E:246| 100]: Train Loss:0.0011131, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:17:37,019 - yago11k_0.0003 - [INFO] - [E:246| 200]: Train Loss:0.0011137, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:18:40,961 - yago11k_0.0003 - [INFO] - [E:246| 300]: Train Loss:0.0011136, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:19:44,893 - yago11k_0.0003 - [INFO] - [E:246| 400]: Train Loss:0.0011135, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:20:48,831 - yago11k_0.0003 - [INFO] - [E:246| 500]: Train Loss:0.0011145, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:21:52,323 - yago11k_0.0003 - [INFO] - [E:246| 600]: Train Loss:0.0011152, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:21:52,323 - yago11k_0.0003 - [INFO] - [Epoch:246]: Training Loss:0.001115
2023-06-19 12:21:52,541 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 12:22:04,764 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 12:22:16,806 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 246 valid]:
MRR: Tail : 0.40791, Head : 0.23146, Avg : 0.31968
2023-06-19 12:22:16,806 - yago11k_0.0003 - [INFO] - [Epoch 246]: Training Loss: 0.0011152, Valid MRR: 0.32415,
2023-06-19 12:22:17,450 - yago11k_0.0003 - [INFO] - [E:247| 0]: Train Loss:0.0011074, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:23:21,362 - yago11k_0.0003 - [INFO] - [E:247| 100]: Train Loss:0.0011148, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:24:25,271 - yago11k_0.0003 - [INFO] - [E:247| 200]: Train Loss:0.0011166, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:25:29,174 - yago11k_0.0003 - [INFO] - [E:247| 300]: Train Loss:0.0011159, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:26:33,075 - yago11k_0.0003 - [INFO] - [E:247| 400]: Train Loss:0.0011155, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:27:36,988 - yago11k_0.0003 - [INFO] - [E:247| 500]: Train Loss:0.001116, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:28:40,476 - yago11k_0.0003 - [INFO] - [E:247| 600]: Train Loss:0.0011153, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:28:40,476 - yago11k_0.0003 - [INFO] - [Epoch:247]: Training Loss:0.001115
2023-06-19 12:28:40,694 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 12:28:52,906 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 12:29:04,946 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 247 valid]:
MRR: Tail : 0.41338, Head : 0.23321, Avg : 0.32329
2023-06-19 12:29:04,946 - yago11k_0.0003 - [INFO] - [Epoch 247]: Training Loss: 0.0011153, Valid MRR: 0.32415,
2023-06-19 12:29:05,591 - yago11k_0.0003 - [INFO] - [E:248| 0]: Train Loss:0.001107, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:30:09,501 - yago11k_0.0003 - [INFO] - [E:248| 100]: Train Loss:0.0011138, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:31:13,416 - yago11k_0.0003 - [INFO] - [E:248| 200]: Train Loss:0.0011146, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:32:17,324 - yago11k_0.0003 - [INFO] - [E:248| 300]: Train Loss:0.0011145, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:33:21,242 - yago11k_0.0003 - [INFO] - [E:248| 400]: Train Loss:0.0011144, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:34:25,152 - yago11k_0.0003 - [INFO] - [E:248| 500]: Train Loss:0.0011148, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:35:28,628 - yago11k_0.0003 - [INFO] - [E:248| 600]: Train Loss:0.0011147, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:35:28,629 - yago11k_0.0003 - [INFO] - [Epoch:248]: Training Loss:0.001115
2023-06-19 12:35:28,847 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 12:35:41,051 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 12:35:53,092 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 248 valid]:
MRR: Tail : 0.40851, Head : 0.23177, Avg : 0.32014
2023-06-19 12:35:53,092 - yago11k_0.0003 - [INFO] - [Epoch 248]: Training Loss: 0.0011147, Valid MRR: 0.32415,
2023-06-19 12:35:53,737 - yago11k_0.0003 - [INFO] - [E:249| 0]: Train Loss:0.0011168, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:36:57,704 - yago11k_0.0003 - [INFO] - [E:249| 100]: Train Loss:0.0011122, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:38:01,728 - yago11k_0.0003 - [INFO] - [E:249| 200]: Train Loss:0.0011137, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:39:05,778 - yago11k_0.0003 - [INFO] - [E:249| 300]: Train Loss:0.0011143, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:40:09,885 - yago11k_0.0003 - [INFO] - [E:249| 400]: Train Loss:0.0011145, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:41:14,036 - yago11k_0.0003 - [INFO] - [E:249| 500]: Train Loss:0.0011148, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:42:17,756 - yago11k_0.0003 - [INFO] - [E:249| 600]: Train Loss:0.0011149, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:42:17,757 - yago11k_0.0003 - [INFO] - [Epoch:249]: Training Loss:0.001115
2023-06-19 12:42:17,975 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 12:42:30,228 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 12:42:42,314 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 249 valid]:
MRR: Tail : 0.40707, Head : 0.23303, Avg : 0.32005
MR: Tail : 785.15, Head : 1138.2, Avg : 961.67
Hit-1: Tail : 0.32523, Head : 0.19297, Avg : 0.2591
Hit-3: Tail : 0.44415, Head : 0.23201, Avg : 0.33808
Hit-10: Tail : 0.56613, Head : 0.31106, Avg : 0.43859
2023-06-19 12:42:42,314 - yago11k_0.0003 - [INFO] - [Epoch 249]: Training Loss: 0.0011149, Valid MRR: 0.32415,
2023-06-19 12:42:42,960 - yago11k_0.0003 - [INFO] - [E:250| 0]: Train Loss:0.0011112, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:43:47,167 - yago11k_0.0003 - [INFO] - [E:250| 100]: Train Loss:0.0011131, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:44:51,399 - yago11k_0.0003 - [INFO] - [E:250| 200]: Train Loss:0.0011136, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:45:55,654 - yago11k_0.0003 - [INFO] - [E:250| 300]: Train Loss:0.0011135, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:46:59,905 - yago11k_0.0003 - [INFO] - [E:250| 400]: Train Loss:0.0011147, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:48:04,178 - yago11k_0.0003 - [INFO] - [E:250| 500]: Train Loss:0.0011142, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:49:07,992 - yago11k_0.0003 - [INFO] - [E:250| 600]: Train Loss:0.0011146, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:49:07,992 - yago11k_0.0003 - [INFO] - [Epoch:250]: Training Loss:0.001115
2023-06-19 12:49:08,212 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 12:49:20,476 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 12:49:32,567 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 250 valid]:
MRR: Tail : 0.40922, Head : 0.23461, Avg : 0.32192
2023-06-19 12:49:32,567 - yago11k_0.0003 - [INFO] - [Epoch 250]: Training Loss: 0.0011146, Valid MRR: 0.32415,
2023-06-19 12:49:33,213 - yago11k_0.0003 - [INFO] - [E:251| 0]: Train Loss:0.0011226, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:50:37,452 - yago11k_0.0003 - [INFO] - [E:251| 100]: Train Loss:0.0011161, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:51:41,698 - yago11k_0.0003 - [INFO] - [E:251| 200]: Train Loss:0.001115, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:52:45,946 - yago11k_0.0003 - [INFO] - [E:251| 300]: Train Loss:0.0011148, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:53:50,176 - yago11k_0.0003 - [INFO] - [E:251| 400]: Train Loss:0.0011154, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:54:54,407 - yago11k_0.0003 - [INFO] - [E:251| 500]: Train Loss:0.001115, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:55:58,188 - yago11k_0.0003 - [INFO] - [E:251| 600]: Train Loss:0.0011148, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:55:58,188 - yago11k_0.0003 - [INFO] - [Epoch:251]: Training Loss:0.001115
2023-06-19 12:55:58,406 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 12:56:10,669 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 12:56:22,766 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 251 valid]:
MRR: Tail : 0.40958, Head : 0.23335, Avg : 0.32147
2023-06-19 12:56:22,767 - yago11k_0.0003 - [INFO] - [Epoch 251]: Training Loss: 0.0011148, Valid MRR: 0.32415,
2023-06-19 12:56:23,414 - yago11k_0.0003 - [INFO] - [E:252| 0]: Train Loss:0.0011076, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:57:27,645 - yago11k_0.0003 - [INFO] - [E:252| 100]: Train Loss:0.0011149, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:58:31,887 - yago11k_0.0003 - [INFO] - [E:252| 200]: Train Loss:0.001114, Val MRR:0.32415, yago11k_0.0003
2023-06-19 12:59:36,107 - yago11k_0.0003 - [INFO] - [E:252| 300]: Train Loss:0.0011135, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:00:40,367 - yago11k_0.0003 - [INFO] - [E:252| 400]: Train Loss:0.0011141, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:01:44,611 - yago11k_0.0003 - [INFO] - [E:252| 500]: Train Loss:0.0011138, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:02:48,391 - yago11k_0.0003 - [INFO] - [E:252| 600]: Train Loss:0.0011144, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:02:48,392 - yago11k_0.0003 - [INFO] - [Epoch:252]: Training Loss:0.001114
2023-06-19 13:02:48,609 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 13:03:00,861 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 13:03:12,946 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 252 valid]:
MRR: Tail : 0.40803, Head : 0.23482, Avg : 0.32142
2023-06-19 13:03:12,947 - yago11k_0.0003 - [INFO] - [Epoch 252]: Training Loss: 0.0011144, Valid MRR: 0.32415,
2023-06-19 13:03:13,594 - yago11k_0.0003 - [INFO] - [E:253| 0]: Train Loss:0.0011381, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:04:17,707 - yago11k_0.0003 - [INFO] - [E:253| 100]: Train Loss:0.0011138, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:05:21,789 - yago11k_0.0003 - [INFO] - [E:253| 200]: Train Loss:0.0011124, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:06:25,823 - yago11k_0.0003 - [INFO] - [E:253| 300]: Train Loss:0.001113, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:07:29,853 - yago11k_0.0003 - [INFO] - [E:253| 400]: Train Loss:0.0011132, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:08:33,864 - yago11k_0.0003 - [INFO] - [E:253| 500]: Train Loss:0.0011139, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:09:37,456 - yago11k_0.0003 - [INFO] - [E:253| 600]: Train Loss:0.0011142, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:09:37,456 - yago11k_0.0003 - [INFO] - [Epoch:253]: Training Loss:0.001114
2023-06-19 13:09:37,674 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 13:09:49,895 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 13:10:01,964 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 253 valid]:
MRR: Tail : 0.41028, Head : 0.2327, Avg : 0.32149
2023-06-19 13:10:01,964 - yago11k_0.0003 - [INFO] - [Epoch 253]: Training Loss: 0.0011142, Valid MRR: 0.32415,
2023-06-19 13:10:02,610 - yago11k_0.0003 - [INFO] - [E:254| 0]: Train Loss:0.0011036, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:11:06,599 - yago11k_0.0003 - [INFO] - [E:254| 100]: Train Loss:0.0011108, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:12:10,585 - yago11k_0.0003 - [INFO] - [E:254| 200]: Train Loss:0.0011139, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:13:14,562 - yago11k_0.0003 - [INFO] - [E:254| 300]: Train Loss:0.0011138, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:14:18,542 - yago11k_0.0003 - [INFO] - [E:254| 400]: Train Loss:0.0011138, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:15:22,530 - yago11k_0.0003 - [INFO] - [E:254| 500]: Train Loss:0.0011136, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:16:26,068 - yago11k_0.0003 - [INFO] - [E:254| 600]: Train Loss:0.0011141, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:16:26,068 - yago11k_0.0003 - [INFO] - [Epoch:254]: Training Loss:0.001114
2023-06-19 13:16:26,287 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 13:16:38,513 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 13:16:50,571 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 254 valid]:
MRR: Tail : 0.4091, Head : 0.23238, Avg : 0.32074
2023-06-19 13:16:50,571 - yago11k_0.0003 - [INFO] - [Epoch 254]: Training Loss: 0.0011141, Valid MRR: 0.32415,
2023-06-19 13:16:51,215 - yago11k_0.0003 - [INFO] - [E:255| 0]: Train Loss:0.0011159, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:17:55,217 - yago11k_0.0003 - [INFO] - [E:255| 100]: Train Loss:0.0011131, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:18:59,186 - yago11k_0.0003 - [INFO] - [E:255| 200]: Train Loss:0.0011133, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:20:03,160 - yago11k_0.0003 - [INFO] - [E:255| 300]: Train Loss:0.0011137, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:21:07,126 - yago11k_0.0003 - [INFO] - [E:255| 400]: Train Loss:0.0011139, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:22:11,085 - yago11k_0.0003 - [INFO] - [E:255| 500]: Train Loss:0.0011139, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:23:14,611 - yago11k_0.0003 - [INFO] - [E:255| 600]: Train Loss:0.0011141, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:23:14,611 - yago11k_0.0003 - [INFO] - [Epoch:255]: Training Loss:0.001114
2023-06-19 13:23:14,830 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 13:23:27,060 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 13:23:39,115 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 255 valid]:
MRR: Tail : 0.41062, Head : 0.23636, Avg : 0.32349
2023-06-19 13:23:39,115 - yago11k_0.0003 - [INFO] - [Epoch 255]: Training Loss: 0.0011141, Valid MRR: 0.32415,
2023-06-19 13:23:39,759 - yago11k_0.0003 - [INFO] - [E:256| 0]: Train Loss:0.0011038, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:24:43,689 - yago11k_0.0003 - [INFO] - [E:256| 100]: Train Loss:0.0011141, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:25:47,608 - yago11k_0.0003 - [INFO] - [E:256| 200]: Train Loss:0.0011136, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:26:51,528 - yago11k_0.0003 - [INFO] - [E:256| 300]: Train Loss:0.0011138, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:27:55,437 - yago11k_0.0003 - [INFO] - [E:256| 400]: Train Loss:0.0011145, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:28:59,367 - yago11k_0.0003 - [INFO] - [E:256| 500]: Train Loss:0.0011142, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:30:02,859 - yago11k_0.0003 - [INFO] - [E:256| 600]: Train Loss:0.0011142, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:30:02,860 - yago11k_0.0003 - [INFO] - [Epoch:256]: Training Loss:0.001114
2023-06-19 13:30:03,077 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 13:30:15,297 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 13:30:27,338 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 256 valid]:
MRR: Tail : 0.41141, Head : 0.23618, Avg : 0.32379
2023-06-19 13:30:27,339 - yago11k_0.0003 - [INFO] - [Epoch 256]: Training Loss: 0.0011142, Valid MRR: 0.32415,
2023-06-19 13:30:27,984 - yago11k_0.0003 - [INFO] - [E:257| 0]: Train Loss:0.0011342, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:31:31,903 - yago11k_0.0003 - [INFO] - [E:257| 100]: Train Loss:0.0011123, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:32:35,823 - yago11k_0.0003 - [INFO] - [E:257| 200]: Train Loss:0.0011139, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:33:39,738 - yago11k_0.0003 - [INFO] - [E:257| 300]: Train Loss:0.0011138, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:34:43,671 - yago11k_0.0003 - [INFO] - [E:257| 400]: Train Loss:0.0011139, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:35:47,607 - yago11k_0.0003 - [INFO] - [E:257| 500]: Train Loss:0.0011138, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:36:51,093 - yago11k_0.0003 - [INFO] - [E:257| 600]: Train Loss:0.0011138, Val MRR:0.32415, yago11k_0.0003
2023-06-19 13:36:51,093 - yago11k_0.0003 - [INFO] - [Epoch:257]: Training Loss:0.001114
2023-06-19 13:36:51,311 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 13:37:03,530 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 13:37:15,568 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 257 valid]:
MRR: Tail : 0.4128, Head : 0.23605, Avg : 0.32442
2023-06-19 13:37:16,519 - yago11k_0.0003 - [INFO] - [Epoch 257]: Training Loss: 0.0011138, Valid MRR: 0.32442,
2023-06-19 13:37:17,166 - yago11k_0.0003 - [INFO] - [E:258| 0]: Train Loss:0.001112, Val MRR:0.32442, yago11k_0.0003
2023-06-19 13:38:21,107 - yago11k_0.0003 - [INFO] - [E:258| 100]: Train Loss:0.0011137, Val MRR:0.32442, yago11k_0.0003
2023-06-19 13:39:25,043 - yago11k_0.0003 - [INFO] - [E:258| 200]: Train Loss:0.0011146, Val MRR:0.32442, yago11k_0.0003
2023-06-19 13:40:28,970 - yago11k_0.0003 - [INFO] - [E:258| 300]: Train Loss:0.0011144, Val MRR:0.32442, yago11k_0.0003
2023-06-19 13:41:32,912 - yago11k_0.0003 - [INFO] - [E:258| 400]: Train Loss:0.001114, Val MRR:0.32442, yago11k_0.0003
2023-06-19 13:42:36,849 - yago11k_0.0003 - [INFO] - [E:258| 500]: Train Loss:0.0011145, Val MRR:0.32442, yago11k_0.0003
2023-06-19 13:43:40,348 - yago11k_0.0003 - [INFO] - [E:258| 600]: Train Loss:0.0011142, Val MRR:0.32442, yago11k_0.0003
2023-06-19 13:43:40,349 - yago11k_0.0003 - [INFO] - [Epoch:258]: Training Loss:0.001114
2023-06-19 13:43:40,566 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 13:43:52,781 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 13:44:04,826 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 258 valid]:
MRR: Tail : 0.40489, Head : 0.23469, Avg : 0.31979
2023-06-19 13:44:04,826 - yago11k_0.0003 - [INFO] - [Epoch 258]: Training Loss: 0.0011142, Valid MRR: 0.32442,
2023-06-19 13:44:05,473 - yago11k_0.0003 - [INFO] - [E:259| 0]: Train Loss:0.0011044, Val MRR:0.32442, yago11k_0.0003
2023-06-19 13:45:09,414 - yago11k_0.0003 - [INFO] - [E:259| 100]: Train Loss:0.0011126, Val MRR:0.32442, yago11k_0.0003
2023-06-19 13:46:13,342 - yago11k_0.0003 - [INFO] - [E:259| 200]: Train Loss:0.0011128, Val MRR:0.32442, yago11k_0.0003
2023-06-19 13:47:17,274 - yago11k_0.0003 - [INFO] - [E:259| 300]: Train Loss:0.001113, Val MRR:0.32442, yago11k_0.0003
2023-06-19 13:48:21,204 - yago11k_0.0003 - [INFO] - [E:259| 400]: Train Loss:0.0011134, Val MRR:0.32442, yago11k_0.0003
2023-06-19 13:49:25,145 - yago11k_0.0003 - [INFO] - [E:259| 500]: Train Loss:0.0011134, Val MRR:0.32442, yago11k_0.0003
2023-06-19 13:50:28,646 - yago11k_0.0003 - [INFO] - [E:259| 600]: Train Loss:0.0011136, Val MRR:0.32442, yago11k_0.0003
2023-06-19 13:50:28,647 - yago11k_0.0003 - [INFO] - [Epoch:259]: Training Loss:0.001114
2023-06-19 13:50:28,864 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 13:50:41,072 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 13:50:53,108 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 259 valid]:
MRR: Tail : 0.41681, Head : 0.23439, Avg : 0.3256
MR: Tail : 807.94, Head : 1138.1, Avg : 973.04
Hit-1: Tail : 0.33162, Head : 0.19394, Avg : 0.26278
Hit-3: Tail : 0.46096, Head : 0.23062, Avg : 0.34579
Hit-10: Tail : 0.58544, Head : 0.31245, Avg : 0.44894
2023-06-19 13:50:54,055 - yago11k_0.0003 - [INFO] - [Epoch 259]: Training Loss: 0.0011136, Valid MRR: 0.3256,
2023-06-19 13:50:54,701 - yago11k_0.0003 - [INFO] - [E:260| 0]: Train Loss:0.00116, Val MRR:0.3256, yago11k_0.0003
2023-06-19 13:51:58,628 - yago11k_0.0003 - [INFO] - [E:260| 100]: Train Loss:0.0011128, Val MRR:0.3256, yago11k_0.0003
2023-06-19 13:53:02,533 - yago11k_0.0003 - [INFO] - [E:260| 200]: Train Loss:0.0011128, Val MRR:0.3256, yago11k_0.0003
2023-06-19 13:54:06,451 - yago11k_0.0003 - [INFO] - [E:260| 300]: Train Loss:0.0011137, Val MRR:0.3256, yago11k_0.0003
2023-06-19 13:55:10,369 - yago11k_0.0003 - [INFO] - [E:260| 400]: Train Loss:0.0011137, Val MRR:0.3256, yago11k_0.0003
2023-06-19 13:56:14,290 - yago11k_0.0003 - [INFO] - [E:260| 500]: Train Loss:0.0011134, Val MRR:0.3256, yago11k_0.0003
2023-06-19 13:57:17,792 - yago11k_0.0003 - [INFO] - [E:260| 600]: Train Loss:0.0011137, Val MRR:0.3256, yago11k_0.0003
2023-06-19 13:57:17,792 - yago11k_0.0003 - [INFO] - [Epoch:260]: Training Loss:0.001114
2023-06-19 13:57:18,010 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 13:57:30,224 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 13:57:42,267 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 260 valid]:
MRR: Tail : 0.41257, Head : 0.2359, Avg : 0.32424
2023-06-19 13:57:42,267 - yago11k_0.0003 - [INFO] - [Epoch 260]: Training Loss: 0.0011137, Valid MRR: 0.3256,
2023-06-19 13:57:42,915 - yago11k_0.0003 - [INFO] - [E:261| 0]: Train Loss:0.0011232, Val MRR:0.3256, yago11k_0.0003
2023-06-19 13:58:46,849 - yago11k_0.0003 - [INFO] - [E:261| 100]: Train Loss:0.001113, Val MRR:0.3256, yago11k_0.0003
2023-06-19 13:59:50,785 - yago11k_0.0003 - [INFO] - [E:261| 200]: Train Loss:0.0011122, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:00:54,706 - yago11k_0.0003 - [INFO] - [E:261| 300]: Train Loss:0.0011125, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:01:58,622 - yago11k_0.0003 - [INFO] - [E:261| 400]: Train Loss:0.001113, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:03:02,537 - yago11k_0.0003 - [INFO] - [E:261| 500]: Train Loss:0.0011134, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:04:06,029 - yago11k_0.0003 - [INFO] - [E:261| 600]: Train Loss:0.0011134, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:04:06,029 - yago11k_0.0003 - [INFO] - [Epoch:261]: Training Loss:0.001113
2023-06-19 14:04:06,248 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 14:04:18,460 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 14:04:30,497 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 261 valid]:
MRR: Tail : 0.4097, Head : 0.23576, Avg : 0.32273
2023-06-19 14:04:30,497 - yago11k_0.0003 - [INFO] - [Epoch 261]: Training Loss: 0.0011134, Valid MRR: 0.3256,
2023-06-19 14:04:31,141 - yago11k_0.0003 - [INFO] - [E:262| 0]: Train Loss:0.0010988, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:05:35,075 - yago11k_0.0003 - [INFO] - [E:262| 100]: Train Loss:0.0011123, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:06:39,011 - yago11k_0.0003 - [INFO] - [E:262| 200]: Train Loss:0.0011128, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:07:42,933 - yago11k_0.0003 - [INFO] - [E:262| 300]: Train Loss:0.0011133, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:08:46,859 - yago11k_0.0003 - [INFO] - [E:262| 400]: Train Loss:0.0011136, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:09:50,775 - yago11k_0.0003 - [INFO] - [E:262| 500]: Train Loss:0.0011133, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:10:54,289 - yago11k_0.0003 - [INFO] - [E:262| 600]: Train Loss:0.0011136, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:10:54,289 - yago11k_0.0003 - [INFO] - [Epoch:262]: Training Loss:0.001114
2023-06-19 14:10:54,507 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 14:11:06,716 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 14:11:18,764 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 262 valid]:
MRR: Tail : 0.40929, Head : 0.23371, Avg : 0.3215
2023-06-19 14:11:18,764 - yago11k_0.0003 - [INFO] - [Epoch 262]: Training Loss: 0.0011136, Valid MRR: 0.3256,
2023-06-19 14:11:19,409 - yago11k_0.0003 - [INFO] - [E:263| 0]: Train Loss:0.0011053, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:12:23,336 - yago11k_0.0003 - [INFO] - [E:263| 100]: Train Loss:0.0011118, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:13:27,249 - yago11k_0.0003 - [INFO] - [E:263| 200]: Train Loss:0.0011123, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:14:31,158 - yago11k_0.0003 - [INFO] - [E:263| 300]: Train Loss:0.0011127, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:15:35,076 - yago11k_0.0003 - [INFO] - [E:263| 400]: Train Loss:0.0011131, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:16:38,996 - yago11k_0.0003 - [INFO] - [E:263| 500]: Train Loss:0.0011135, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:17:42,469 - yago11k_0.0003 - [INFO] - [E:263| 600]: Train Loss:0.0011136, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:17:42,470 - yago11k_0.0003 - [INFO] - [Epoch:263]: Training Loss:0.001114
2023-06-19 14:17:42,687 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 14:17:54,892 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 14:18:06,937 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 263 valid]:
MRR: Tail : 0.40202, Head : 0.23563, Avg : 0.31883
2023-06-19 14:18:06,937 - yago11k_0.0003 - [INFO] - [Epoch 263]: Training Loss: 0.0011136, Valid MRR: 0.3256,
2023-06-19 14:18:07,584 - yago11k_0.0003 - [INFO] - [E:264| 0]: Train Loss:0.0010925, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:19:11,517 - yago11k_0.0003 - [INFO] - [E:264| 100]: Train Loss:0.0011118, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:20:15,449 - yago11k_0.0003 - [INFO] - [E:264| 200]: Train Loss:0.0011118, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:21:19,370 - yago11k_0.0003 - [INFO] - [E:264| 300]: Train Loss:0.0011126, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:22:23,294 - yago11k_0.0003 - [INFO] - [E:264| 400]: Train Loss:0.001113, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:23:27,223 - yago11k_0.0003 - [INFO] - [E:264| 500]: Train Loss:0.0011127, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:24:30,715 - yago11k_0.0003 - [INFO] - [E:264| 600]: Train Loss:0.0011128, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:24:30,715 - yago11k_0.0003 - [INFO] - [Epoch:264]: Training Loss:0.001113
2023-06-19 14:24:30,933 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 14:24:43,146 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 14:24:55,203 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 264 valid]:
MRR: Tail : 0.4024, Head : 0.23397, Avg : 0.31818
2023-06-19 14:24:55,204 - yago11k_0.0003 - [INFO] - [Epoch 264]: Training Loss: 0.0011128, Valid MRR: 0.3256,
2023-06-19 14:24:55,850 - yago11k_0.0003 - [INFO] - [E:265| 0]: Train Loss:0.0011062, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:25:59,784 - yago11k_0.0003 - [INFO] - [E:265| 100]: Train Loss:0.0011126, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:27:03,700 - yago11k_0.0003 - [INFO] - [E:265| 200]: Train Loss:0.0011132, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:28:07,634 - yago11k_0.0003 - [INFO] - [E:265| 300]: Train Loss:0.0011131, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:29:11,577 - yago11k_0.0003 - [INFO] - [E:265| 400]: Train Loss:0.0011127, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:30:15,524 - yago11k_0.0003 - [INFO] - [E:265| 500]: Train Loss:0.0011133, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:31:19,024 - yago11k_0.0003 - [INFO] - [E:265| 600]: Train Loss:0.001113, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:31:19,025 - yago11k_0.0003 - [INFO] - [Epoch:265]: Training Loss:0.001113
2023-06-19 14:31:19,242 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 14:31:31,454 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 14:31:43,512 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 265 valid]:
MRR: Tail : 0.40742, Head : 0.23373, Avg : 0.32057
2023-06-19 14:31:43,512 - yago11k_0.0003 - [INFO] - [Epoch 265]: Training Loss: 0.001113, Valid MRR: 0.3256,
2023-06-19 14:31:44,157 - yago11k_0.0003 - [INFO] - [E:266| 0]: Train Loss:0.0011075, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:32:48,097 - yago11k_0.0003 - [INFO] - [E:266| 100]: Train Loss:0.0011112, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:33:52,034 - yago11k_0.0003 - [INFO] - [E:266| 200]: Train Loss:0.0011124, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:34:55,953 - yago11k_0.0003 - [INFO] - [E:266| 300]: Train Loss:0.0011131, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:35:59,873 - yago11k_0.0003 - [INFO] - [E:266| 400]: Train Loss:0.0011128, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:37:03,856 - yago11k_0.0003 - [INFO] - [E:266| 500]: Train Loss:0.0011124, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:38:07,398 - yago11k_0.0003 - [INFO] - [E:266| 600]: Train Loss:0.0011128, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:38:07,399 - yago11k_0.0003 - [INFO] - [Epoch:266]: Training Loss:0.001113
2023-06-19 14:38:07,617 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 14:38:19,845 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 14:38:31,899 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 266 valid]:
MRR: Tail : 0.41025, Head : 0.23696, Avg : 0.32361
2023-06-19 14:38:31,900 - yago11k_0.0003 - [INFO] - [Epoch 266]: Training Loss: 0.0011128, Valid MRR: 0.3256,
2023-06-19 14:38:32,545 - yago11k_0.0003 - [INFO] - [E:267| 0]: Train Loss:0.0011016, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:39:36,558 - yago11k_0.0003 - [INFO] - [E:267| 100]: Train Loss:0.0011121, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:40:40,535 - yago11k_0.0003 - [INFO] - [E:267| 200]: Train Loss:0.0011114, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:41:44,522 - yago11k_0.0003 - [INFO] - [E:267| 300]: Train Loss:0.0011123, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:42:48,498 - yago11k_0.0003 - [INFO] - [E:267| 400]: Train Loss:0.0011127, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:43:52,459 - yago11k_0.0003 - [INFO] - [E:267| 500]: Train Loss:0.0011126, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:44:56,020 - yago11k_0.0003 - [INFO] - [E:267| 600]: Train Loss:0.001113, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:44:56,020 - yago11k_0.0003 - [INFO] - [Epoch:267]: Training Loss:0.001113
2023-06-19 14:44:56,239 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 14:45:08,470 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 14:45:20,516 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 267 valid]:
MRR: Tail : 0.40915, Head : 0.23447, Avg : 0.32181
2023-06-19 14:45:20,516 - yago11k_0.0003 - [INFO] - [Epoch 267]: Training Loss: 0.001113, Valid MRR: 0.3256,
2023-06-19 14:45:21,162 - yago11k_0.0003 - [INFO] - [E:268| 0]: Train Loss:0.0011087, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:46:25,143 - yago11k_0.0003 - [INFO] - [E:268| 100]: Train Loss:0.001112, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:47:29,136 - yago11k_0.0003 - [INFO] - [E:268| 200]: Train Loss:0.0011109, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:48:33,134 - yago11k_0.0003 - [INFO] - [E:268| 300]: Train Loss:0.001112, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:49:37,129 - yago11k_0.0003 - [INFO] - [E:268| 400]: Train Loss:0.0011119, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:50:41,112 - yago11k_0.0003 - [INFO] - [E:268| 500]: Train Loss:0.0011123, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:51:44,664 - yago11k_0.0003 - [INFO] - [E:268| 600]: Train Loss:0.0011126, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:51:44,664 - yago11k_0.0003 - [INFO] - [Epoch:268]: Training Loss:0.001113
2023-06-19 14:51:44,883 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 14:51:57,105 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 14:52:09,161 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 268 valid]:
MRR: Tail : 0.41127, Head : 0.23425, Avg : 0.32276
2023-06-19 14:52:09,161 - yago11k_0.0003 - [INFO] - [Epoch 268]: Training Loss: 0.0011126, Valid MRR: 0.3256,
2023-06-19 14:52:09,806 - yago11k_0.0003 - [INFO] - [E:269| 0]: Train Loss:0.0010992, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:53:13,802 - yago11k_0.0003 - [INFO] - [E:269| 100]: Train Loss:0.0011095, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:54:17,771 - yago11k_0.0003 - [INFO] - [E:269| 200]: Train Loss:0.0011109, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:55:21,761 - yago11k_0.0003 - [INFO] - [E:269| 300]: Train Loss:0.0011116, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:56:25,733 - yago11k_0.0003 - [INFO] - [E:269| 400]: Train Loss:0.0011122, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:57:29,720 - yago11k_0.0003 - [INFO] - [E:269| 500]: Train Loss:0.0011126, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:58:33,270 - yago11k_0.0003 - [INFO] - [E:269| 600]: Train Loss:0.0011129, Val MRR:0.3256, yago11k_0.0003
2023-06-19 14:58:33,271 - yago11k_0.0003 - [INFO] - [Epoch:269]: Training Loss:0.001113
2023-06-19 14:58:33,489 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 14:58:45,711 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 14:58:57,763 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 269 valid]:
MRR: Tail : 0.41082, Head : 0.23597, Avg : 0.3234
MR: Tail : 777.31, Head : 1127.9, Avg : 952.58
Hit-1: Tail : 0.3269, Head : 0.19644, Avg : 0.26167
Hit-3: Tail : 0.45249, Head : 0.23118, Avg : 0.34183
Hit-10: Tail : 0.57433, Head : 0.31398, Avg : 0.44415
2023-06-19 14:58:57,763 - yago11k_0.0003 - [INFO] - [Epoch 269]: Training Loss: 0.0011129, Valid MRR: 0.3256,
2023-06-19 14:58:58,408 - yago11k_0.0003 - [INFO] - [E:270| 0]: Train Loss:0.001104, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:00:02,420 - yago11k_0.0003 - [INFO] - [E:270| 100]: Train Loss:0.0011118, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:01:06,424 - yago11k_0.0003 - [INFO] - [E:270| 200]: Train Loss:0.0011109, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:02:10,461 - yago11k_0.0003 - [INFO] - [E:270| 300]: Train Loss:0.0011115, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:03:14,468 - yago11k_0.0003 - [INFO] - [E:270| 400]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:04:18,468 - yago11k_0.0003 - [INFO] - [E:270| 500]: Train Loss:0.0011128, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:05:22,026 - yago11k_0.0003 - [INFO] - [E:270| 600]: Train Loss:0.0011126, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:05:22,026 - yago11k_0.0003 - [INFO] - [Epoch:270]: Training Loss:0.001113
2023-06-19 15:05:22,244 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 15:05:34,460 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 15:05:46,510 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 270 valid]:
MRR: Tail : 0.41364, Head : 0.23608, Avg : 0.32486
2023-06-19 15:05:46,510 - yago11k_0.0003 - [INFO] - [Epoch 270]: Training Loss: 0.0011126, Valid MRR: 0.3256,
2023-06-19 15:05:47,154 - yago11k_0.0003 - [INFO] - [E:271| 0]: Train Loss:0.0011112, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:06:51,166 - yago11k_0.0003 - [INFO] - [E:271| 100]: Train Loss:0.0011139, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:07:55,159 - yago11k_0.0003 - [INFO] - [E:271| 200]: Train Loss:0.0011132, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:08:59,154 - yago11k_0.0003 - [INFO] - [E:271| 300]: Train Loss:0.0011122, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:10:03,144 - yago11k_0.0003 - [INFO] - [E:271| 400]: Train Loss:0.0011115, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:11:07,123 - yago11k_0.0003 - [INFO] - [E:271| 500]: Train Loss:0.0011121, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:12:10,699 - yago11k_0.0003 - [INFO] - [E:271| 600]: Train Loss:0.0011122, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:12:10,699 - yago11k_0.0003 - [INFO] - [Epoch:271]: Training Loss:0.001112
2023-06-19 15:12:10,918 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 15:12:23,138 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 15:12:35,185 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 271 valid]:
MRR: Tail : 0.40872, Head : 0.23501, Avg : 0.32187
2023-06-19 15:12:35,185 - yago11k_0.0003 - [INFO] - [Epoch 271]: Training Loss: 0.0011122, Valid MRR: 0.3256,
2023-06-19 15:12:35,833 - yago11k_0.0003 - [INFO] - [E:272| 0]: Train Loss:0.0011201, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:13:39,851 - yago11k_0.0003 - [INFO] - [E:272| 100]: Train Loss:0.0011116, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:14:43,850 - yago11k_0.0003 - [INFO] - [E:272| 200]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:15:47,850 - yago11k_0.0003 - [INFO] - [E:272| 300]: Train Loss:0.0011123, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:16:51,840 - yago11k_0.0003 - [INFO] - [E:272| 400]: Train Loss:0.001112, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:17:55,843 - yago11k_0.0003 - [INFO] - [E:272| 500]: Train Loss:0.0011122, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:18:59,384 - yago11k_0.0003 - [INFO] - [E:272| 600]: Train Loss:0.0011122, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:18:59,384 - yago11k_0.0003 - [INFO] - [Epoch:272]: Training Loss:0.001112
2023-06-19 15:18:59,603 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 15:19:11,815 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 15:19:23,861 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 272 valid]:
MRR: Tail : 0.40879, Head : 0.23541, Avg : 0.3221
2023-06-19 15:19:23,861 - yago11k_0.0003 - [INFO] - [Epoch 272]: Training Loss: 0.0011122, Valid MRR: 0.3256,
2023-06-19 15:19:24,506 - yago11k_0.0003 - [INFO] - [E:273| 0]: Train Loss:0.0011002, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:20:28,437 - yago11k_0.0003 - [INFO] - [E:273| 100]: Train Loss:0.0011106, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:21:32,384 - yago11k_0.0003 - [INFO] - [E:273| 200]: Train Loss:0.0011107, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:22:36,369 - yago11k_0.0003 - [INFO] - [E:273| 300]: Train Loss:0.0011116, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:23:40,353 - yago11k_0.0003 - [INFO] - [E:273| 400]: Train Loss:0.001112, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:24:44,274 - yago11k_0.0003 - [INFO] - [E:273| 500]: Train Loss:0.0011125, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:25:47,779 - yago11k_0.0003 - [INFO] - [E:273| 600]: Train Loss:0.0011123, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:25:47,779 - yago11k_0.0003 - [INFO] - [Epoch:273]: Training Loss:0.001112
2023-06-19 15:25:47,998 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 15:26:00,200 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 15:26:12,232 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 273 valid]:
MRR: Tail : 0.41421, Head : 0.23292, Avg : 0.32356
2023-06-19 15:26:12,232 - yago11k_0.0003 - [INFO] - [Epoch 273]: Training Loss: 0.0011123, Valid MRR: 0.3256,
2023-06-19 15:26:12,876 - yago11k_0.0003 - [INFO] - [E:274| 0]: Train Loss:0.0011622, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:27:16,776 - yago11k_0.0003 - [INFO] - [E:274| 100]: Train Loss:0.0011096, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:28:20,701 - yago11k_0.0003 - [INFO] - [E:274| 200]: Train Loss:0.0011115, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:29:24,692 - yago11k_0.0003 - [INFO] - [E:274| 300]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:30:28,739 - yago11k_0.0003 - [INFO] - [E:274| 400]: Train Loss:0.0011118, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:31:32,821 - yago11k_0.0003 - [INFO] - [E:274| 500]: Train Loss:0.0011119, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:32:36,507 - yago11k_0.0003 - [INFO] - [E:274| 600]: Train Loss:0.001112, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:32:36,507 - yago11k_0.0003 - [INFO] - [Epoch:274]: Training Loss:0.001112
2023-06-19 15:32:36,726 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 15:32:48,981 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 15:33:01,062 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 274 valid]:
MRR: Tail : 0.41404, Head : 0.23552, Avg : 0.32478
2023-06-19 15:33:01,062 - yago11k_0.0003 - [INFO] - [Epoch 274]: Training Loss: 0.001112, Valid MRR: 0.3256,
2023-06-19 15:33:01,709 - yago11k_0.0003 - [INFO] - [E:275| 0]: Train Loss:0.0011086, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:34:05,842 - yago11k_0.0003 - [INFO] - [E:275| 100]: Train Loss:0.0011114, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:35:09,961 - yago11k_0.0003 - [INFO] - [E:275| 200]: Train Loss:0.0011105, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:36:14,102 - yago11k_0.0003 - [INFO] - [E:275| 300]: Train Loss:0.0011108, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:37:18,228 - yago11k_0.0003 - [INFO] - [E:275| 400]: Train Loss:0.0011116, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:38:22,390 - yago11k_0.0003 - [INFO] - [E:275| 500]: Train Loss:0.001112, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:39:26,103 - yago11k_0.0003 - [INFO] - [E:275| 600]: Train Loss:0.0011119, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:39:26,103 - yago11k_0.0003 - [INFO] - [Epoch:275]: Training Loss:0.001112
2023-06-19 15:39:26,322 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 15:39:38,583 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 15:39:50,683 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 275 valid]:
MRR: Tail : 0.40981, Head : 0.2381, Avg : 0.32396
2023-06-19 15:39:50,683 - yago11k_0.0003 - [INFO] - [Epoch 275]: Training Loss: 0.0011119, Valid MRR: 0.3256,
2023-06-19 15:39:51,336 - yago11k_0.0003 - [INFO] - [E:276| 0]: Train Loss:0.0010992, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:40:55,474 - yago11k_0.0003 - [INFO] - [E:276| 100]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:41:59,620 - yago11k_0.0003 - [INFO] - [E:276| 200]: Train Loss:0.0011115, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:43:03,771 - yago11k_0.0003 - [INFO] - [E:276| 300]: Train Loss:0.0011118, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:44:07,935 - yago11k_0.0003 - [INFO] - [E:276| 400]: Train Loss:0.0011114, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:45:12,245 - yago11k_0.0003 - [INFO] - [E:276| 500]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:46:16,117 - yago11k_0.0003 - [INFO] - [E:276| 600]: Train Loss:0.0011121, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:46:16,118 - yago11k_0.0003 - [INFO] - [Epoch:276]: Training Loss:0.001112
2023-06-19 15:46:16,337 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 15:46:28,615 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 15:46:40,733 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 276 valid]:
MRR: Tail : 0.41021, Head : 0.23401, Avg : 0.32211
2023-06-19 15:46:40,733 - yago11k_0.0003 - [INFO] - [Epoch 276]: Training Loss: 0.0011121, Valid MRR: 0.3256,
2023-06-19 15:46:41,381 - yago11k_0.0003 - [INFO] - [E:277| 0]: Train Loss:0.0010943, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:47:45,646 - yago11k_0.0003 - [INFO] - [E:277| 100]: Train Loss:0.001114, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:48:49,959 - yago11k_0.0003 - [INFO] - [E:277| 200]: Train Loss:0.0011126, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:49:54,259 - yago11k_0.0003 - [INFO] - [E:277| 300]: Train Loss:0.0011122, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:50:58,513 - yago11k_0.0003 - [INFO] - [E:277| 400]: Train Loss:0.001112, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:52:02,787 - yago11k_0.0003 - [INFO] - [E:277| 500]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:53:06,656 - yago11k_0.0003 - [INFO] - [E:277| 600]: Train Loss:0.0011119, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:53:06,656 - yago11k_0.0003 - [INFO] - [Epoch:277]: Training Loss:0.001112
2023-06-19 15:53:06,875 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 15:53:19,163 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 15:53:31,269 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 277 valid]:
MRR: Tail : 0.406, Head : 0.23572, Avg : 0.32086
2023-06-19 15:53:31,269 - yago11k_0.0003 - [INFO] - [Epoch 277]: Training Loss: 0.0011119, Valid MRR: 0.3256,
2023-06-19 15:53:31,917 - yago11k_0.0003 - [INFO] - [E:278| 0]: Train Loss:0.0011174, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:54:36,267 - yago11k_0.0003 - [INFO] - [E:278| 100]: Train Loss:0.0011105, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:55:40,595 - yago11k_0.0003 - [INFO] - [E:278| 200]: Train Loss:0.0011104, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:56:44,869 - yago11k_0.0003 - [INFO] - [E:278| 300]: Train Loss:0.0011104, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:57:49,197 - yago11k_0.0003 - [INFO] - [E:278| 400]: Train Loss:0.0011121, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:58:53,505 - yago11k_0.0003 - [INFO] - [E:278| 500]: Train Loss:0.0011118, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:59:57,386 - yago11k_0.0003 - [INFO] - [E:278| 600]: Train Loss:0.0011119, Val MRR:0.3256, yago11k_0.0003
2023-06-19 15:59:57,386 - yago11k_0.0003 - [INFO] - [Epoch:278]: Training Loss:0.001112
2023-06-19 15:59:57,606 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 16:00:09,888 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 16:00:21,992 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 278 valid]:
MRR: Tail : 0.41214, Head : 0.23299, Avg : 0.32257
2023-06-19 16:00:21,992 - yago11k_0.0003 - [INFO] - [Epoch 278]: Training Loss: 0.0011119, Valid MRR: 0.3256,
2023-06-19 16:00:22,643 - yago11k_0.0003 - [INFO] - [E:279| 0]: Train Loss:0.0010975, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:01:26,954 - yago11k_0.0003 - [INFO] - [E:279| 100]: Train Loss:0.0011084, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:02:31,258 - yago11k_0.0003 - [INFO] - [E:279| 200]: Train Loss:0.0011101, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:03:35,599 - yago11k_0.0003 - [INFO] - [E:279| 300]: Train Loss:0.0011116, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:04:39,873 - yago11k_0.0003 - [INFO] - [E:279| 400]: Train Loss:0.0011119, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:05:44,200 - yago11k_0.0003 - [INFO] - [E:279| 500]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:06:48,069 - yago11k_0.0003 - [INFO] - [E:279| 600]: Train Loss:0.0011115, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:06:48,070 - yago11k_0.0003 - [INFO] - [Epoch:279]: Training Loss:0.001112
2023-06-19 16:06:48,289 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 16:07:00,565 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 16:07:12,666 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 279 valid]:
MRR: Tail : 0.40743, Head : 0.23438, Avg : 0.3209
MR: Tail : 764.49, Head : 1138.6, Avg : 951.53
Hit-1: Tail : 0.32189, Head : 0.1945, Avg : 0.2582
Hit-3: Tail : 0.44901, Head : 0.22867, Avg : 0.33884
Hit-10: Tail : 0.57599, Head : 0.31328, Avg : 0.44464
2023-06-19 16:07:12,666 - yago11k_0.0003 - [INFO] - [Epoch 279]: Training Loss: 0.0011115, Valid MRR: 0.3256,
2023-06-19 16:07:13,314 - yago11k_0.0003 - [INFO] - [E:280| 0]: Train Loss:0.0011076, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:08:17,585 - yago11k_0.0003 - [INFO] - [E:280| 100]: Train Loss:0.0011105, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:09:21,858 - yago11k_0.0003 - [INFO] - [E:280| 200]: Train Loss:0.0011116, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:10:26,182 - yago11k_0.0003 - [INFO] - [E:280| 300]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:11:30,479 - yago11k_0.0003 - [INFO] - [E:280| 400]: Train Loss:0.0011115, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:12:34,834 - yago11k_0.0003 - [INFO] - [E:280| 500]: Train Loss:0.0011113, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:13:38,697 - yago11k_0.0003 - [INFO] - [E:280| 600]: Train Loss:0.0011115, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:13:38,697 - yago11k_0.0003 - [INFO] - [Epoch:280]: Training Loss:0.001111
2023-06-19 16:13:38,916 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 16:13:51,190 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 16:14:03,292 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 280 valid]:
MRR: Tail : 0.40984, Head : 0.2377, Avg : 0.32377
2023-06-19 16:14:03,292 - yago11k_0.0003 - [INFO] - [Epoch 280]: Training Loss: 0.0011115, Valid MRR: 0.3256,
2023-06-19 16:14:03,942 - yago11k_0.0003 - [INFO] - [E:281| 0]: Train Loss:0.0011192, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:15:08,254 - yago11k_0.0003 - [INFO] - [E:281| 100]: Train Loss:0.0011113, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:16:12,572 - yago11k_0.0003 - [INFO] - [E:281| 200]: Train Loss:0.0011103, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:17:16,853 - yago11k_0.0003 - [INFO] - [E:281| 300]: Train Loss:0.0011111, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:18:21,159 - yago11k_0.0003 - [INFO] - [E:281| 400]: Train Loss:0.0011114, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:19:25,459 - yago11k_0.0003 - [INFO] - [E:281| 500]: Train Loss:0.0011112, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:20:29,346 - yago11k_0.0003 - [INFO] - [E:281| 600]: Train Loss:0.0011114, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:20:29,346 - yago11k_0.0003 - [INFO] - [Epoch:281]: Training Loss:0.001111
2023-06-19 16:20:29,565 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 16:20:41,832 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 16:20:53,933 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 281 valid]:
MRR: Tail : 0.41185, Head : 0.23394, Avg : 0.32289
2023-06-19 16:20:53,933 - yago11k_0.0003 - [INFO] - [Epoch 281]: Training Loss: 0.0011114, Valid MRR: 0.3256,
2023-06-19 16:20:54,581 - yago11k_0.0003 - [INFO] - [E:282| 0]: Train Loss:0.0011668, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:21:58,886 - yago11k_0.0003 - [INFO] - [E:282| 100]: Train Loss:0.0011108, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:23:03,158 - yago11k_0.0003 - [INFO] - [E:282| 200]: Train Loss:0.0011104, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:24:07,457 - yago11k_0.0003 - [INFO] - [E:282| 300]: Train Loss:0.0011111, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:25:11,774 - yago11k_0.0003 - [INFO] - [E:282| 400]: Train Loss:0.0011112, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:26:16,096 - yago11k_0.0003 - [INFO] - [E:282| 500]: Train Loss:0.0011116, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:27:19,970 - yago11k_0.0003 - [INFO] - [E:282| 600]: Train Loss:0.0011116, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:27:19,970 - yago11k_0.0003 - [INFO] - [Epoch:282]: Training Loss:0.001112
2023-06-19 16:27:20,189 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 16:27:32,465 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 16:27:44,575 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 282 valid]:
MRR: Tail : 0.40953, Head : 0.23535, Avg : 0.32244
2023-06-19 16:27:44,575 - yago11k_0.0003 - [INFO] - [Epoch 282]: Training Loss: 0.0011116, Valid MRR: 0.3256,
2023-06-19 16:27:45,222 - yago11k_0.0003 - [INFO] - [E:283| 0]: Train Loss:0.0010954, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:28:49,555 - yago11k_0.0003 - [INFO] - [E:283| 100]: Train Loss:0.0011119, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:29:53,835 - yago11k_0.0003 - [INFO] - [E:283| 200]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:30:58,164 - yago11k_0.0003 - [INFO] - [E:283| 300]: Train Loss:0.0011114, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:32:02,489 - yago11k_0.0003 - [INFO] - [E:283| 400]: Train Loss:0.0011123, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:33:06,791 - yago11k_0.0003 - [INFO] - [E:283| 500]: Train Loss:0.001112, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:34:10,636 - yago11k_0.0003 - [INFO] - [E:283| 600]: Train Loss:0.0011115, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:34:10,636 - yago11k_0.0003 - [INFO] - [Epoch:283]: Training Loss:0.001111
2023-06-19 16:34:10,856 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 16:34:23,131 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 16:34:35,238 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 283 valid]:
MRR: Tail : 0.40586, Head : 0.23597, Avg : 0.32091
2023-06-19 16:34:35,239 - yago11k_0.0003 - [INFO] - [Epoch 283]: Training Loss: 0.0011115, Valid MRR: 0.3256,
2023-06-19 16:34:35,886 - yago11k_0.0003 - [INFO] - [E:284| 0]: Train Loss:0.001108, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:35:40,140 - yago11k_0.0003 - [INFO] - [E:284| 100]: Train Loss:0.0011108, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:36:44,380 - yago11k_0.0003 - [INFO] - [E:284| 200]: Train Loss:0.0011108, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:37:48,668 - yago11k_0.0003 - [INFO] - [E:284| 300]: Train Loss:0.0011108, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:38:52,946 - yago11k_0.0003 - [INFO] - [E:284| 400]: Train Loss:0.001111, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:39:57,242 - yago11k_0.0003 - [INFO] - [E:284| 500]: Train Loss:0.0011112, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:41:01,072 - yago11k_0.0003 - [INFO] - [E:284| 600]: Train Loss:0.0011114, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:41:01,072 - yago11k_0.0003 - [INFO] - [Epoch:284]: Training Loss:0.001111
2023-06-19 16:41:01,291 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 16:41:13,568 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 16:41:25,693 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 284 valid]:
MRR: Tail : 0.41149, Head : 0.23419, Avg : 0.32284
2023-06-19 16:41:25,693 - yago11k_0.0003 - [INFO] - [Epoch 284]: Training Loss: 0.0011114, Valid MRR: 0.3256,
2023-06-19 16:41:26,344 - yago11k_0.0003 - [INFO] - [E:285| 0]: Train Loss:0.0011195, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:42:30,620 - yago11k_0.0003 - [INFO] - [E:285| 100]: Train Loss:0.0011146, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:43:34,868 - yago11k_0.0003 - [INFO] - [E:285| 200]: Train Loss:0.0011135, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:44:39,137 - yago11k_0.0003 - [INFO] - [E:285| 300]: Train Loss:0.0011122, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:45:43,409 - yago11k_0.0003 - [INFO] - [E:285| 400]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:46:47,699 - yago11k_0.0003 - [INFO] - [E:285| 500]: Train Loss:0.0011117, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:47:51,563 - yago11k_0.0003 - [INFO] - [E:285| 600]: Train Loss:0.0011113, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:47:51,564 - yago11k_0.0003 - [INFO] - [Epoch:285]: Training Loss:0.001111
2023-06-19 16:47:51,783 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 16:48:04,066 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 16:48:16,176 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 285 valid]:
MRR: Tail : 0.40452, Head : 0.23418, Avg : 0.31935
2023-06-19 16:48:16,177 - yago11k_0.0003 - [INFO] - [Epoch 285]: Training Loss: 0.0011113, Valid MRR: 0.3256,
2023-06-19 16:48:16,825 - yago11k_0.0003 - [INFO] - [E:286| 0]: Train Loss:0.0011298, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:49:21,059 - yago11k_0.0003 - [INFO] - [E:286| 100]: Train Loss:0.0011099, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:50:25,312 - yago11k_0.0003 - [INFO] - [E:286| 200]: Train Loss:0.0011095, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:51:29,570 - yago11k_0.0003 - [INFO] - [E:286| 300]: Train Loss:0.0011107, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:52:33,837 - yago11k_0.0003 - [INFO] - [E:286| 400]: Train Loss:0.001111, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:53:38,078 - yago11k_0.0003 - [INFO] - [E:286| 500]: Train Loss:0.0011105, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:54:41,913 - yago11k_0.0003 - [INFO] - [E:286| 600]: Train Loss:0.001111, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:54:41,914 - yago11k_0.0003 - [INFO] - [Epoch:286]: Training Loss:0.001111
2023-06-19 16:54:42,133 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 16:54:54,419 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 16:55:06,523 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 286 valid]:
MRR: Tail : 0.41054, Head : 0.2353, Avg : 0.32292
2023-06-19 16:55:06,523 - yago11k_0.0003 - [INFO] - [Epoch 286]: Training Loss: 0.001111, Valid MRR: 0.3256,
2023-06-19 16:55:07,171 - yago11k_0.0003 - [INFO] - [E:287| 0]: Train Loss:0.0011227, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:56:11,432 - yago11k_0.0003 - [INFO] - [E:287| 100]: Train Loss:0.0011107, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:57:15,737 - yago11k_0.0003 - [INFO] - [E:287| 200]: Train Loss:0.0011101, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:58:20,021 - yago11k_0.0003 - [INFO] - [E:287| 300]: Train Loss:0.0011099, Val MRR:0.3256, yago11k_0.0003
2023-06-19 16:59:24,340 - yago11k_0.0003 - [INFO] - [E:287| 400]: Train Loss:0.0011103, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:00:28,614 - yago11k_0.0003 - [INFO] - [E:287| 500]: Train Loss:0.0011111, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:01:32,453 - yago11k_0.0003 - [INFO] - [E:287| 600]: Train Loss:0.0011111, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:01:32,453 - yago11k_0.0003 - [INFO] - [Epoch:287]: Training Loss:0.001111
2023-06-19 17:01:32,672 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 17:01:44,953 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 17:01:57,051 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 287 valid]:
MRR: Tail : 0.40999, Head : 0.2357, Avg : 0.32285
2023-06-19 17:01:57,051 - yago11k_0.0003 - [INFO] - [Epoch 287]: Training Loss: 0.0011111, Valid MRR: 0.3256,
2023-06-19 17:01:57,699 - yago11k_0.0003 - [INFO] - [E:288| 0]: Train Loss:0.0011092, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:03:01,992 - yago11k_0.0003 - [INFO] - [E:288| 100]: Train Loss:0.00111, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:04:06,267 - yago11k_0.0003 - [INFO] - [E:288| 200]: Train Loss:0.0011119, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:05:10,521 - yago11k_0.0003 - [INFO] - [E:288| 300]: Train Loss:0.0011121, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:06:14,786 - yago11k_0.0003 - [INFO] - [E:288| 400]: Train Loss:0.0011118, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:07:19,060 - yago11k_0.0003 - [INFO] - [E:288| 500]: Train Loss:0.0011113, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:08:22,907 - yago11k_0.0003 - [INFO] - [E:288| 600]: Train Loss:0.0011109, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:08:22,907 - yago11k_0.0003 - [INFO] - [Epoch:288]: Training Loss:0.001111
2023-06-19 17:08:23,126 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 17:08:35,391 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 17:08:47,502 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 288 valid]:
MRR: Tail : 0.41084, Head : 0.23493, Avg : 0.32288
2023-06-19 17:08:47,502 - yago11k_0.0003 - [INFO] - [Epoch 288]: Training Loss: 0.0011109, Valid MRR: 0.3256,
2023-06-19 17:08:48,151 - yago11k_0.0003 - [INFO] - [E:289| 0]: Train Loss:0.0011145, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:09:52,408 - yago11k_0.0003 - [INFO] - [E:289| 100]: Train Loss:0.0011096, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:10:56,695 - yago11k_0.0003 - [INFO] - [E:289| 200]: Train Loss:0.0011094, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:12:00,975 - yago11k_0.0003 - [INFO] - [E:289| 300]: Train Loss:0.00111, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:13:05,229 - yago11k_0.0003 - [INFO] - [E:289| 400]: Train Loss:0.0011098, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:14:09,473 - yago11k_0.0003 - [INFO] - [E:289| 500]: Train Loss:0.0011103, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:15:13,311 - yago11k_0.0003 - [INFO] - [E:289| 600]: Train Loss:0.0011106, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:15:13,312 - yago11k_0.0003 - [INFO] - [Epoch:289]: Training Loss:0.001111
2023-06-19 17:15:13,531 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 17:15:25,794 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 17:15:37,901 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 289 valid]:
MRR: Tail : 0.41201, Head : 0.23365, Avg : 0.32283
MR: Tail : 758.51, Head : 1141.9, Avg : 950.21
Hit-1: Tail : 0.32717, Head : 0.19394, Avg : 0.26056
Hit-3: Tail : 0.45276, Head : 0.2284, Avg : 0.34058
Hit-10: Tail : 0.57905, Head : 0.31023, Avg : 0.44464
2023-06-19 17:15:37,901 - yago11k_0.0003 - [INFO] - [Epoch 289]: Training Loss: 0.0011106, Valid MRR: 0.3256,
2023-06-19 17:15:38,550 - yago11k_0.0003 - [INFO] - [E:290| 0]: Train Loss:0.0011036, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:16:42,864 - yago11k_0.0003 - [INFO] - [E:290| 100]: Train Loss:0.0011106, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:17:47,149 - yago11k_0.0003 - [INFO] - [E:290| 200]: Train Loss:0.0011108, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:18:51,461 - yago11k_0.0003 - [INFO] - [E:290| 300]: Train Loss:0.0011105, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:19:55,640 - yago11k_0.0003 - [INFO] - [E:290| 400]: Train Loss:0.001111, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:20:59,733 - yago11k_0.0003 - [INFO] - [E:290| 500]: Train Loss:0.0011106, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:22:03,382 - yago11k_0.0003 - [INFO] - [E:290| 600]: Train Loss:0.0011103, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:22:03,382 - yago11k_0.0003 - [INFO] - [Epoch:290]: Training Loss:0.00111
2023-06-19 17:22:03,601 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 17:22:15,824 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 17:22:27,884 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 290 valid]:
MRR: Tail : 0.41317, Head : 0.23523, Avg : 0.3242
2023-06-19 17:22:27,884 - yago11k_0.0003 - [INFO] - [Epoch 290]: Training Loss: 0.0011103, Valid MRR: 0.3256,
2023-06-19 17:22:28,530 - yago11k_0.0003 - [INFO] - [E:291| 0]: Train Loss:0.0011453, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:23:32,483 - yago11k_0.0003 - [INFO] - [E:291| 100]: Train Loss:0.0011105, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:24:36,457 - yago11k_0.0003 - [INFO] - [E:291| 200]: Train Loss:0.00111, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:25:40,473 - yago11k_0.0003 - [INFO] - [E:291| 300]: Train Loss:0.0011103, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:26:44,406 - yago11k_0.0003 - [INFO] - [E:291| 400]: Train Loss:0.0011103, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:27:48,322 - yago11k_0.0003 - [INFO] - [E:291| 500]: Train Loss:0.0011105, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:28:51,795 - yago11k_0.0003 - [INFO] - [E:291| 600]: Train Loss:0.0011105, Val MRR:0.3256, yago11k_0.0003
2023-06-19 17:28:51,795 - yago11k_0.0003 - [INFO] - [Epoch:291]: Training Loss:0.001111
2023-06-19 17:28:52,012 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 17:29:04,229 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 17:29:16,279 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 291 valid]:
MRR: Tail : 0.41841, Head : 0.23457, Avg : 0.32649
2023-06-19 17:29:17,225 - yago11k_0.0003 - [INFO] - [Epoch 291]: Training Loss: 0.0011105, Valid MRR: 0.32649,
2023-06-19 17:29:17,870 - yago11k_0.0003 - [INFO] - [E:292| 0]: Train Loss:0.0011118, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:30:21,791 - yago11k_0.0003 - [INFO] - [E:292| 100]: Train Loss:0.0011112, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:31:25,704 - yago11k_0.0003 - [INFO] - [E:292| 200]: Train Loss:0.001111, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:32:29,657 - yago11k_0.0003 - [INFO] - [E:292| 300]: Train Loss:0.0011106, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:33:33,672 - yago11k_0.0003 - [INFO] - [E:292| 400]: Train Loss:0.0011105, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:34:37,644 - yago11k_0.0003 - [INFO] - [E:292| 500]: Train Loss:0.0011109, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:35:41,216 - yago11k_0.0003 - [INFO] - [E:292| 600]: Train Loss:0.0011105, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:35:41,216 - yago11k_0.0003 - [INFO] - [Epoch:292]: Training Loss:0.001111
2023-06-19 17:35:41,435 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 17:35:53,656 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 17:36:05,704 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 292 valid]:
MRR: Tail : 0.41101, Head : 0.23305, Avg : 0.32203
2023-06-19 17:36:05,705 - yago11k_0.0003 - [INFO] - [Epoch 292]: Training Loss: 0.0011105, Valid MRR: 0.32649,
2023-06-19 17:36:06,352 - yago11k_0.0003 - [INFO] - [E:293| 0]: Train Loss:0.001105, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:37:10,335 - yago11k_0.0003 - [INFO] - [E:293| 100]: Train Loss:0.0011123, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:38:14,328 - yago11k_0.0003 - [INFO] - [E:293| 200]: Train Loss:0.0011111, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:39:18,311 - yago11k_0.0003 - [INFO] - [E:293| 300]: Train Loss:0.0011109, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:40:22,310 - yago11k_0.0003 - [INFO] - [E:293| 400]: Train Loss:0.0011112, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:41:26,317 - yago11k_0.0003 - [INFO] - [E:293| 500]: Train Loss:0.0011112, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:42:29,873 - yago11k_0.0003 - [INFO] - [E:293| 600]: Train Loss:0.0011111, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:42:29,873 - yago11k_0.0003 - [INFO] - [Epoch:293]: Training Loss:0.001111
2023-06-19 17:42:30,091 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 17:42:42,311 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 17:42:54,376 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 293 valid]:
MRR: Tail : 0.41168, Head : 0.23349, Avg : 0.32259
2023-06-19 17:42:54,376 - yago11k_0.0003 - [INFO] - [Epoch 293]: Training Loss: 0.0011111, Valid MRR: 0.32649,
2023-06-19 17:42:55,023 - yago11k_0.0003 - [INFO] - [E:294| 0]: Train Loss:0.0011171, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:43:58,987 - yago11k_0.0003 - [INFO] - [E:294| 100]: Train Loss:0.0011112, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:45:02,973 - yago11k_0.0003 - [INFO] - [E:294| 200]: Train Loss:0.0011107, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:46:06,958 - yago11k_0.0003 - [INFO] - [E:294| 300]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:47:10,942 - yago11k_0.0003 - [INFO] - [E:294| 400]: Train Loss:0.0011093, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:48:14,912 - yago11k_0.0003 - [INFO] - [E:294| 500]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:49:18,458 - yago11k_0.0003 - [INFO] - [E:294| 600]: Train Loss:0.0011099, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:49:18,458 - yago11k_0.0003 - [INFO] - [Epoch:294]: Training Loss:0.00111
2023-06-19 17:49:18,676 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 17:49:30,897 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 17:49:42,969 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 294 valid]:
MRR: Tail : 0.41345, Head : 0.23385, Avg : 0.32365
2023-06-19 17:49:42,969 - yago11k_0.0003 - [INFO] - [Epoch 294]: Training Loss: 0.0011099, Valid MRR: 0.32649,
2023-06-19 17:49:43,614 - yago11k_0.0003 - [INFO] - [E:295| 0]: Train Loss:0.0011003, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:50:47,628 - yago11k_0.0003 - [INFO] - [E:295| 100]: Train Loss:0.0011093, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:51:51,627 - yago11k_0.0003 - [INFO] - [E:295| 200]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:52:55,593 - yago11k_0.0003 - [INFO] - [E:295| 300]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:53:59,599 - yago11k_0.0003 - [INFO] - [E:295| 400]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:55:03,650 - yago11k_0.0003 - [INFO] - [E:295| 500]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:56:07,345 - yago11k_0.0003 - [INFO] - [E:295| 600]: Train Loss:0.00111, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:56:07,345 - yago11k_0.0003 - [INFO] - [Epoch:295]: Training Loss:0.00111
2023-06-19 17:56:07,563 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 17:56:19,850 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 17:56:31,945 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 295 valid]:
MRR: Tail : 0.41305, Head : 0.23463, Avg : 0.32384
2023-06-19 17:56:31,945 - yago11k_0.0003 - [INFO] - [Epoch 295]: Training Loss: 0.00111, Valid MRR: 0.32649,
2023-06-19 17:56:32,591 - yago11k_0.0003 - [INFO] - [E:296| 0]: Train Loss:0.0011045, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:57:36,842 - yago11k_0.0003 - [INFO] - [E:296| 100]: Train Loss:0.0011099, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:58:41,156 - yago11k_0.0003 - [INFO] - [E:296| 200]: Train Loss:0.001109, Val MRR:0.32649, yago11k_0.0003
2023-06-19 17:59:45,540 - yago11k_0.0003 - [INFO] - [E:296| 300]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:00:49,926 - yago11k_0.0003 - [INFO] - [E:296| 400]: Train Loss:0.0011096, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:01:54,292 - yago11k_0.0003 - [INFO] - [E:296| 500]: Train Loss:0.00111, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:02:58,098 - yago11k_0.0003 - [INFO] - [E:296| 600]: Train Loss:0.0011098, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:02:58,099 - yago11k_0.0003 - [INFO] - [Epoch:296]: Training Loss:0.00111
2023-06-19 18:02:58,318 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 18:03:10,595 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 18:03:22,695 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 296 valid]:
MRR: Tail : 0.40744, Head : 0.23457, Avg : 0.32101
2023-06-19 18:03:22,695 - yago11k_0.0003 - [INFO] - [Epoch 296]: Training Loss: 0.0011098, Valid MRR: 0.32649,
2023-06-19 18:03:23,343 - yago11k_0.0003 - [INFO] - [E:297| 0]: Train Loss:0.0011161, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:04:27,554 - yago11k_0.0003 - [INFO] - [E:297| 100]: Train Loss:0.0011109, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:05:31,778 - yago11k_0.0003 - [INFO] - [E:297| 200]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:06:35,966 - yago11k_0.0003 - [INFO] - [E:297| 300]: Train Loss:0.0011105, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:07:40,182 - yago11k_0.0003 - [INFO] - [E:297| 400]: Train Loss:0.0011101, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:08:44,462 - yago11k_0.0003 - [INFO] - [E:297| 500]: Train Loss:0.0011101, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:09:48,322 - yago11k_0.0003 - [INFO] - [E:297| 600]: Train Loss:0.0011101, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:09:48,322 - yago11k_0.0003 - [INFO] - [Epoch:297]: Training Loss:0.00111
2023-06-19 18:09:48,542 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 18:10:00,823 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 18:10:12,937 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 297 valid]:
MRR: Tail : 0.41346, Head : 0.2346, Avg : 0.32403
2023-06-19 18:10:12,937 - yago11k_0.0003 - [INFO] - [Epoch 297]: Training Loss: 0.0011101, Valid MRR: 0.32649,
2023-06-19 18:10:13,588 - yago11k_0.0003 - [INFO] - [E:298| 0]: Train Loss:0.0010917, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:11:17,939 - yago11k_0.0003 - [INFO] - [E:298| 100]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:12:22,289 - yago11k_0.0003 - [INFO] - [E:298| 200]: Train Loss:0.00111, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:13:26,647 - yago11k_0.0003 - [INFO] - [E:298| 300]: Train Loss:0.0011096, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:14:31,018 - yago11k_0.0003 - [INFO] - [E:298| 400]: Train Loss:0.0011099, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:15:35,384 - yago11k_0.0003 - [INFO] - [E:298| 500]: Train Loss:0.00111, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:16:39,320 - yago11k_0.0003 - [INFO] - [E:298| 600]: Train Loss:0.0011097, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:16:39,320 - yago11k_0.0003 - [INFO] - [Epoch:298]: Training Loss:0.00111
2023-06-19 18:16:39,539 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 18:16:51,837 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 18:17:03,971 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 298 valid]:
MRR: Tail : 0.41096, Head : 0.23256, Avg : 0.32176
2023-06-19 18:17:03,971 - yago11k_0.0003 - [INFO] - [Epoch 298]: Training Loss: 0.0011097, Valid MRR: 0.32649,
2023-06-19 18:17:04,622 - yago11k_0.0003 - [INFO] - [E:299| 0]: Train Loss:0.0010984, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:18:09,025 - yago11k_0.0003 - [INFO] - [E:299| 100]: Train Loss:0.001108, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:19:13,414 - yago11k_0.0003 - [INFO] - [E:299| 200]: Train Loss:0.0011085, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:20:17,823 - yago11k_0.0003 - [INFO] - [E:299| 300]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:21:22,229 - yago11k_0.0003 - [INFO] - [E:299| 400]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:22:26,658 - yago11k_0.0003 - [INFO] - [E:299| 500]: Train Loss:0.0011099, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:23:30,574 - yago11k_0.0003 - [INFO] - [E:299| 600]: Train Loss:0.0011104, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:23:30,575 - yago11k_0.0003 - [INFO] - [Epoch:299]: Training Loss:0.00111
2023-06-19 18:23:30,795 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 18:23:43,096 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 18:23:55,225 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 299 valid]:
MRR: Tail : 0.4123, Head : 0.23337, Avg : 0.32284
MR: Tail : 790.61, Head : 1144.6, Avg : 967.63
Hit-1: Tail : 0.32565, Head : 0.19283, Avg : 0.25924
Hit-3: Tail : 0.45665, Head : 0.22979, Avg : 0.34322
Hit-10: Tail : 0.58058, Head : 0.31509, Avg : 0.44783
2023-06-19 18:23:55,225 - yago11k_0.0003 - [INFO] - [Epoch 299]: Training Loss: 0.0011104, Valid MRR: 0.32649,
2023-06-19 18:23:55,874 - yago11k_0.0003 - [INFO] - [E:300| 0]: Train Loss:0.001115, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:25:00,247 - yago11k_0.0003 - [INFO] - [E:300| 100]: Train Loss:0.0011112, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:26:04,589 - yago11k_0.0003 - [INFO] - [E:300| 200]: Train Loss:0.0011112, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:27:08,944 - yago11k_0.0003 - [INFO] - [E:300| 300]: Train Loss:0.0011101, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:28:13,313 - yago11k_0.0003 - [INFO] - [E:300| 400]: Train Loss:0.0011097, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:29:17,752 - yago11k_0.0003 - [INFO] - [E:300| 500]: Train Loss:0.00111, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:30:21,735 - yago11k_0.0003 - [INFO] - [E:300| 600]: Train Loss:0.00111, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:30:21,735 - yago11k_0.0003 - [INFO] - [Epoch:300]: Training Loss:0.00111
2023-06-19 18:30:21,955 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 18:30:34,269 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 18:30:46,409 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 300 valid]:
MRR: Tail : 0.415, Head : 0.23397, Avg : 0.32448
2023-06-19 18:30:46,410 - yago11k_0.0003 - [INFO] - [Epoch 300]: Training Loss: 0.00111, Valid MRR: 0.32649,
2023-06-19 18:30:47,059 - yago11k_0.0003 - [INFO] - [E:301| 0]: Train Loss:0.0010887, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:31:51,499 - yago11k_0.0003 - [INFO] - [E:301| 100]: Train Loss:0.0011072, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:32:55,894 - yago11k_0.0003 - [INFO] - [E:301| 200]: Train Loss:0.0011082, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:34:00,249 - yago11k_0.0003 - [INFO] - [E:301| 300]: Train Loss:0.0011091, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:35:04,612 - yago11k_0.0003 - [INFO] - [E:301| 400]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:36:08,885 - yago11k_0.0003 - [INFO] - [E:301| 500]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:37:12,712 - yago11k_0.0003 - [INFO] - [E:301| 600]: Train Loss:0.0011096, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:37:12,712 - yago11k_0.0003 - [INFO] - [Epoch:301]: Training Loss:0.00111
2023-06-19 18:37:12,932 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 18:37:25,204 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 18:37:37,309 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 301 valid]:
MRR: Tail : 0.41147, Head : 0.23448, Avg : 0.32298
2023-06-19 18:37:37,309 - yago11k_0.0003 - [INFO] - [Epoch 301]: Training Loss: 0.0011096, Valid MRR: 0.32649,
2023-06-19 18:37:37,959 - yago11k_0.0003 - [INFO] - [E:302| 0]: Train Loss:0.0011163, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:38:42,205 - yago11k_0.0003 - [INFO] - [E:302| 100]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:39:46,459 - yago11k_0.0003 - [INFO] - [E:302| 200]: Train Loss:0.0011082, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:40:50,717 - yago11k_0.0003 - [INFO] - [E:302| 300]: Train Loss:0.0011087, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:41:54,994 - yago11k_0.0003 - [INFO] - [E:302| 400]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:42:59,244 - yago11k_0.0003 - [INFO] - [E:302| 500]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:44:03,079 - yago11k_0.0003 - [INFO] - [E:302| 600]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:44:03,080 - yago11k_0.0003 - [INFO] - [Epoch:302]: Training Loss:0.00111
2023-06-19 18:44:03,299 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 18:44:15,570 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 18:44:27,688 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 302 valid]:
MRR: Tail : 0.41361, Head : 0.23462, Avg : 0.32411
2023-06-19 18:44:27,688 - yago11k_0.0003 - [INFO] - [Epoch 302]: Training Loss: 0.0011095, Valid MRR: 0.32649,
2023-06-19 18:44:28,340 - yago11k_0.0003 - [INFO] - [E:303| 0]: Train Loss:0.0011034, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:45:32,647 - yago11k_0.0003 - [INFO] - [E:303| 100]: Train Loss:0.0011085, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:46:36,926 - yago11k_0.0003 - [INFO] - [E:303| 200]: Train Loss:0.0011078, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:47:41,213 - yago11k_0.0003 - [INFO] - [E:303| 300]: Train Loss:0.0011093, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:48:45,495 - yago11k_0.0003 - [INFO] - [E:303| 400]: Train Loss:0.0011093, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:49:49,825 - yago11k_0.0003 - [INFO] - [E:303| 500]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:50:53,686 - yago11k_0.0003 - [INFO] - [E:303| 600]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:50:53,686 - yago11k_0.0003 - [INFO] - [Epoch:303]: Training Loss:0.001109
2023-06-19 18:50:53,905 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 18:51:06,184 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 18:51:18,297 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 303 valid]:
MRR: Tail : 0.4173, Head : 0.23451, Avg : 0.3259
2023-06-19 18:51:18,297 - yago11k_0.0003 - [INFO] - [Epoch 303]: Training Loss: 0.0011095, Valid MRR: 0.32649,
2023-06-19 18:51:18,944 - yago11k_0.0003 - [INFO] - [E:304| 0]: Train Loss:0.0011101, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:52:23,230 - yago11k_0.0003 - [INFO] - [E:304| 100]: Train Loss:0.0011105, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:53:27,535 - yago11k_0.0003 - [INFO] - [E:304| 200]: Train Loss:0.0011107, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:54:31,832 - yago11k_0.0003 - [INFO] - [E:304| 300]: Train Loss:0.0011099, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:55:36,093 - yago11k_0.0003 - [INFO] - [E:304| 400]: Train Loss:0.0011093, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:56:40,403 - yago11k_0.0003 - [INFO] - [E:304| 500]: Train Loss:0.0011093, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:57:44,253 - yago11k_0.0003 - [INFO] - [E:304| 600]: Train Loss:0.001109, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:57:44,253 - yago11k_0.0003 - [INFO] - [Epoch:304]: Training Loss:0.001109
2023-06-19 18:57:44,473 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 18:57:56,761 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 18:58:08,867 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 304 valid]:
MRR: Tail : 0.41692, Head : 0.23502, Avg : 0.32597
2023-06-19 18:58:08,867 - yago11k_0.0003 - [INFO] - [Epoch 304]: Training Loss: 0.001109, Valid MRR: 0.32649,
2023-06-19 18:58:09,514 - yago11k_0.0003 - [INFO] - [E:305| 0]: Train Loss:0.0010823, Val MRR:0.32649, yago11k_0.0003
2023-06-19 18:59:13,788 - yago11k_0.0003 - [INFO] - [E:305| 100]: Train Loss:0.0011065, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:00:18,085 - yago11k_0.0003 - [INFO] - [E:305| 200]: Train Loss:0.0011078, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:01:22,374 - yago11k_0.0003 - [INFO] - [E:305| 300]: Train Loss:0.001109, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:02:26,633 - yago11k_0.0003 - [INFO] - [E:305| 400]: Train Loss:0.0011091, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:03:30,893 - yago11k_0.0003 - [INFO] - [E:305| 500]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:04:34,710 - yago11k_0.0003 - [INFO] - [E:305| 600]: Train Loss:0.0011093, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:04:34,711 - yago11k_0.0003 - [INFO] - [Epoch:305]: Training Loss:0.001109
2023-06-19 19:04:34,929 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 19:04:47,204 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 19:04:59,297 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 305 valid]:
MRR: Tail : 0.41698, Head : 0.2349, Avg : 0.32594
2023-06-19 19:04:59,297 - yago11k_0.0003 - [INFO] - [Epoch 305]: Training Loss: 0.0011093, Valid MRR: 0.32649,
2023-06-19 19:04:59,944 - yago11k_0.0003 - [INFO] - [E:306| 0]: Train Loss:0.0011048, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:06:04,224 - yago11k_0.0003 - [INFO] - [E:306| 100]: Train Loss:0.0011082, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:07:08,491 - yago11k_0.0003 - [INFO] - [E:306| 200]: Train Loss:0.001108, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:08:12,750 - yago11k_0.0003 - [INFO] - [E:306| 300]: Train Loss:0.0011082, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:09:17,052 - yago11k_0.0003 - [INFO] - [E:306| 400]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:10:21,369 - yago11k_0.0003 - [INFO] - [E:306| 500]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:11:25,197 - yago11k_0.0003 - [INFO] - [E:306| 600]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:11:25,197 - yago11k_0.0003 - [INFO] - [Epoch:306]: Training Loss:0.001109
2023-06-19 19:11:25,417 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 19:11:37,683 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 19:11:49,785 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 306 valid]:
MRR: Tail : 0.41221, Head : 0.23581, Avg : 0.32401
2023-06-19 19:11:49,785 - yago11k_0.0003 - [INFO] - [Epoch 306]: Training Loss: 0.0011094, Valid MRR: 0.32649,
2023-06-19 19:11:50,433 - yago11k_0.0003 - [INFO] - [E:307| 0]: Train Loss:0.0011132, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:12:54,709 - yago11k_0.0003 - [INFO] - [E:307| 100]: Train Loss:0.0011071, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:13:58,967 - yago11k_0.0003 - [INFO] - [E:307| 200]: Train Loss:0.0011079, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:15:03,237 - yago11k_0.0003 - [INFO] - [E:307| 300]: Train Loss:0.001108, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:16:07,474 - yago11k_0.0003 - [INFO] - [E:307| 400]: Train Loss:0.0011077, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:17:11,744 - yago11k_0.0003 - [INFO] - [E:307| 500]: Train Loss:0.0011087, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:18:15,619 - yago11k_0.0003 - [INFO] - [E:307| 600]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:18:15,619 - yago11k_0.0003 - [INFO] - [Epoch:307]: Training Loss:0.001109
2023-06-19 19:18:15,838 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 19:18:28,108 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 19:18:40,208 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 307 valid]:
MRR: Tail : 0.40846, Head : 0.23352, Avg : 0.32099
2023-06-19 19:18:40,208 - yago11k_0.0003 - [INFO] - [Epoch 307]: Training Loss: 0.0011092, Valid MRR: 0.32649,
2023-06-19 19:18:40,855 - yago11k_0.0003 - [INFO] - [E:308| 0]: Train Loss:0.0011098, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:19:45,147 - yago11k_0.0003 - [INFO] - [E:308| 100]: Train Loss:0.0011075, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:20:49,438 - yago11k_0.0003 - [INFO] - [E:308| 200]: Train Loss:0.0011088, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:21:53,725 - yago11k_0.0003 - [INFO] - [E:308| 300]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:22:57,967 - yago11k_0.0003 - [INFO] - [E:308| 400]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:24:02,250 - yago11k_0.0003 - [INFO] - [E:308| 500]: Train Loss:0.001109, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:25:06,087 - yago11k_0.0003 - [INFO] - [E:308| 600]: Train Loss:0.0011087, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:25:06,087 - yago11k_0.0003 - [INFO] - [Epoch:308]: Training Loss:0.001109
2023-06-19 19:25:06,307 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 19:25:18,580 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 19:25:30,685 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 308 valid]:
MRR: Tail : 0.40747, Head : 0.23523, Avg : 0.32135
2023-06-19 19:25:30,686 - yago11k_0.0003 - [INFO] - [Epoch 308]: Training Loss: 0.0011087, Valid MRR: 0.32649,
2023-06-19 19:25:31,333 - yago11k_0.0003 - [INFO] - [E:309| 0]: Train Loss:0.0011232, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:26:35,659 - yago11k_0.0003 - [INFO] - [E:309| 100]: Train Loss:0.0011072, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:27:39,947 - yago11k_0.0003 - [INFO] - [E:309| 200]: Train Loss:0.0011066, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:28:44,220 - yago11k_0.0003 - [INFO] - [E:309| 300]: Train Loss:0.0011077, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:29:48,499 - yago11k_0.0003 - [INFO] - [E:309| 400]: Train Loss:0.0011084, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:30:52,808 - yago11k_0.0003 - [INFO] - [E:309| 500]: Train Loss:0.0011084, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:31:56,673 - yago11k_0.0003 - [INFO] - [E:309| 600]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:31:56,674 - yago11k_0.0003 - [INFO] - [Epoch:309]: Training Loss:0.001109
2023-06-19 19:31:56,893 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 19:32:09,171 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 19:32:21,279 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 309 valid]:
MRR: Tail : 0.41412, Head : 0.23542, Avg : 0.32477
MR: Tail : 793.15, Head : 1136.3, Avg : 964.74
Hit-1: Tail : 0.32926, Head : 0.19505, Avg : 0.26216
Hit-3: Tail : 0.45707, Head : 0.23312, Avg : 0.3451
Hit-10: Tail : 0.57849, Head : 0.31286, Avg : 0.44568
2023-06-19 19:32:21,279 - yago11k_0.0003 - [INFO] - [Epoch 309]: Training Loss: 0.0011089, Valid MRR: 0.32649,
2023-06-19 19:32:21,928 - yago11k_0.0003 - [INFO] - [E:310| 0]: Train Loss:0.0011056, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:33:26,248 - yago11k_0.0003 - [INFO] - [E:310| 100]: Train Loss:0.001108, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:34:30,573 - yago11k_0.0003 - [INFO] - [E:310| 200]: Train Loss:0.0011079, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:35:34,874 - yago11k_0.0003 - [INFO] - [E:310| 300]: Train Loss:0.0011079, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:36:39,181 - yago11k_0.0003 - [INFO] - [E:310| 400]: Train Loss:0.0011086, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:37:43,455 - yago11k_0.0003 - [INFO] - [E:310| 500]: Train Loss:0.0011093, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:38:47,317 - yago11k_0.0003 - [INFO] - [E:310| 600]: Train Loss:0.001109, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:38:47,317 - yago11k_0.0003 - [INFO] - [Epoch:310]: Training Loss:0.001109
2023-06-19 19:38:47,537 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 19:38:59,813 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 19:39:11,932 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 310 valid]:
MRR: Tail : 0.41628, Head : 0.23518, Avg : 0.32573
2023-06-19 19:39:11,932 - yago11k_0.0003 - [INFO] - [Epoch 310]: Training Loss: 0.001109, Valid MRR: 0.32649,
2023-06-19 19:39:12,581 - yago11k_0.0003 - [INFO] - [E:311| 0]: Train Loss:0.0010981, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:40:16,889 - yago11k_0.0003 - [INFO] - [E:311| 100]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:41:21,180 - yago11k_0.0003 - [INFO] - [E:311| 200]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:42:25,479 - yago11k_0.0003 - [INFO] - [E:311| 300]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:43:29,793 - yago11k_0.0003 - [INFO] - [E:311| 400]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:44:34,115 - yago11k_0.0003 - [INFO] - [E:311| 500]: Train Loss:0.0011085, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:45:37,991 - yago11k_0.0003 - [INFO] - [E:311| 600]: Train Loss:0.0011087, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:45:37,992 - yago11k_0.0003 - [INFO] - [Epoch:311]: Training Loss:0.001109
2023-06-19 19:45:38,211 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 19:45:50,486 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 19:46:02,610 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 311 valid]:
MRR: Tail : 0.41203, Head : 0.23673, Avg : 0.32438
2023-06-19 19:46:02,610 - yago11k_0.0003 - [INFO] - [Epoch 311]: Training Loss: 0.0011087, Valid MRR: 0.32649,
2023-06-19 19:46:03,259 - yago11k_0.0003 - [INFO] - [E:312| 0]: Train Loss:0.0011103, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:47:07,557 - yago11k_0.0003 - [INFO] - [E:312| 100]: Train Loss:0.0011091, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:48:11,883 - yago11k_0.0003 - [INFO] - [E:312| 200]: Train Loss:0.0011091, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:49:16,187 - yago11k_0.0003 - [INFO] - [E:312| 300]: Train Loss:0.0011088, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:50:20,517 - yago11k_0.0003 - [INFO] - [E:312| 400]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:51:24,803 - yago11k_0.0003 - [INFO] - [E:312| 500]: Train Loss:0.0011092, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:52:28,708 - yago11k_0.0003 - [INFO] - [E:312| 600]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:52:28,708 - yago11k_0.0003 - [INFO] - [Epoch:312]: Training Loss:0.001109
2023-06-19 19:52:28,928 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 19:52:41,219 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 19:52:53,326 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 312 valid]:
MRR: Tail : 0.4139, Head : 0.23305, Avg : 0.32348
2023-06-19 19:52:53,326 - yago11k_0.0003 - [INFO] - [Epoch 312]: Training Loss: 0.0011089, Valid MRR: 0.32649,
2023-06-19 19:52:53,973 - yago11k_0.0003 - [INFO] - [E:313| 0]: Train Loss:0.0010966, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:53:58,284 - yago11k_0.0003 - [INFO] - [E:313| 100]: Train Loss:0.0011088, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:55:02,575 - yago11k_0.0003 - [INFO] - [E:313| 200]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:56:06,845 - yago11k_0.0003 - [INFO] - [E:313| 300]: Train Loss:0.0011085, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:57:11,135 - yago11k_0.0003 - [INFO] - [E:313| 400]: Train Loss:0.0011086, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:58:15,440 - yago11k_0.0003 - [INFO] - [E:313| 500]: Train Loss:0.0011084, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:59:19,300 - yago11k_0.0003 - [INFO] - [E:313| 600]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003
2023-06-19 19:59:19,301 - yago11k_0.0003 - [INFO] - [Epoch:313]: Training Loss:0.001109
2023-06-19 19:59:19,521 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 19:59:31,808 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 19:59:43,919 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 313 valid]:
MRR: Tail : 0.41144, Head : 0.23462, Avg : 0.32303
2023-06-19 19:59:43,919 - yago11k_0.0003 - [INFO] - [Epoch 313]: Training Loss: 0.0011089, Valid MRR: 0.32649,
2023-06-19 19:59:44,569 - yago11k_0.0003 - [INFO] - [E:314| 0]: Train Loss:0.00111, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:00:48,854 - yago11k_0.0003 - [INFO] - [E:314| 100]: Train Loss:0.0011094, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:01:53,129 - yago11k_0.0003 - [INFO] - [E:314| 200]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:02:57,437 - yago11k_0.0003 - [INFO] - [E:314| 300]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:04:01,729 - yago11k_0.0003 - [INFO] - [E:314| 400]: Train Loss:0.001109, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:05:06,000 - yago11k_0.0003 - [INFO] - [E:314| 500]: Train Loss:0.001109, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:06:09,846 - yago11k_0.0003 - [INFO] - [E:314| 600]: Train Loss:0.0011087, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:06:09,846 - yago11k_0.0003 - [INFO] - [Epoch:314]: Training Loss:0.001109
2023-06-19 20:06:10,065 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 20:06:22,340 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 20:06:34,449 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 314 valid]:
MRR: Tail : 0.41267, Head : 0.23557, Avg : 0.32412
2023-06-19 20:06:34,449 - yago11k_0.0003 - [INFO] - [Epoch 314]: Training Loss: 0.0011087, Valid MRR: 0.32649,
2023-06-19 20:06:35,097 - yago11k_0.0003 - [INFO] - [E:315| 0]: Train Loss:0.0011009, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:07:39,393 - yago11k_0.0003 - [INFO] - [E:315| 100]: Train Loss:0.0011071, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:08:43,670 - yago11k_0.0003 - [INFO] - [E:315| 200]: Train Loss:0.0011088, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:09:47,960 - yago11k_0.0003 - [INFO] - [E:315| 300]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:10:52,200 - yago11k_0.0003 - [INFO] - [E:315| 400]: Train Loss:0.0011088, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:11:56,460 - yago11k_0.0003 - [INFO] - [E:315| 500]: Train Loss:0.0011085, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:13:00,247 - yago11k_0.0003 - [INFO] - [E:315| 600]: Train Loss:0.0011085, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:13:00,247 - yago11k_0.0003 - [INFO] - [Epoch:315]: Training Loss:0.001109
2023-06-19 20:13:00,467 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 20:13:12,741 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 20:13:24,847 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 315 valid]:
MRR: Tail : 0.41207, Head : 0.23427, Avg : 0.32317
2023-06-19 20:13:24,847 - yago11k_0.0003 - [INFO] - [Epoch 315]: Training Loss: 0.0011085, Valid MRR: 0.32649,
2023-06-19 20:13:25,496 - yago11k_0.0003 - [INFO] - [E:316| 0]: Train Loss:0.0011022, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:14:29,712 - yago11k_0.0003 - [INFO] - [E:316| 100]: Train Loss:0.0011093, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:15:33,957 - yago11k_0.0003 - [INFO] - [E:316| 200]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:16:38,183 - yago11k_0.0003 - [INFO] - [E:316| 300]: Train Loss:0.0011091, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:17:42,428 - yago11k_0.0003 - [INFO] - [E:316| 400]: Train Loss:0.0011087, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:18:46,643 - yago11k_0.0003 - [INFO] - [E:316| 500]: Train Loss:0.0011085, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:19:50,443 - yago11k_0.0003 - [INFO] - [E:316| 600]: Train Loss:0.0011083, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:19:50,444 - yago11k_0.0003 - [INFO] - [Epoch:316]: Training Loss:0.001108
2023-06-19 20:19:50,663 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 20:20:02,931 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 20:20:15,037 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 316 valid]:
MRR: Tail : 0.41086, Head : 0.23609, Avg : 0.32348
2023-06-19 20:20:15,037 - yago11k_0.0003 - [INFO] - [Epoch 316]: Training Loss: 0.0011083, Valid MRR: 0.32649,
2023-06-19 20:20:15,685 - yago11k_0.0003 - [INFO] - [E:317| 0]: Train Loss:0.001089, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:21:19,925 - yago11k_0.0003 - [INFO] - [E:317| 100]: Train Loss:0.0011066, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:22:24,129 - yago11k_0.0003 - [INFO] - [E:317| 200]: Train Loss:0.0011066, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:23:28,433 - yago11k_0.0003 - [INFO] - [E:317| 300]: Train Loss:0.001107, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:24:32,717 - yago11k_0.0003 - [INFO] - [E:317| 400]: Train Loss:0.0011081, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:25:37,006 - yago11k_0.0003 - [INFO] - [E:317| 500]: Train Loss:0.0011082, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:26:40,888 - yago11k_0.0003 - [INFO] - [E:317| 600]: Train Loss:0.0011086, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:26:40,889 - yago11k_0.0003 - [INFO] - [Epoch:317]: Training Loss:0.001109
2023-06-19 20:26:41,108 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 20:26:53,387 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 20:27:05,493 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 317 valid]:
MRR: Tail : 0.41413, Head : 0.23613, Avg : 0.32513
2023-06-19 20:27:05,493 - yago11k_0.0003 - [INFO] - [Epoch 317]: Training Loss: 0.0011086, Valid MRR: 0.32649,
2023-06-19 20:27:06,143 - yago11k_0.0003 - [INFO] - [E:318| 0]: Train Loss:0.0010976, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:28:10,432 - yago11k_0.0003 - [INFO] - [E:318| 100]: Train Loss:0.0011066, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:29:14,709 - yago11k_0.0003 - [INFO] - [E:318| 200]: Train Loss:0.0011067, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:30:19,046 - yago11k_0.0003 - [INFO] - [E:318| 300]: Train Loss:0.0011071, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:31:23,303 - yago11k_0.0003 - [INFO] - [E:318| 400]: Train Loss:0.0011076, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:32:27,649 - yago11k_0.0003 - [INFO] - [E:318| 500]: Train Loss:0.0011084, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:33:31,499 - yago11k_0.0003 - [INFO] - [E:318| 600]: Train Loss:0.0011084, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:33:31,499 - yago11k_0.0003 - [INFO] - [Epoch:318]: Training Loss:0.001108
2023-06-19 20:33:31,718 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 20:33:43,992 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 20:33:56,101 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 318 valid]:
MRR: Tail : 0.4124, Head : 0.23847, Avg : 0.32544
2023-06-19 20:33:56,101 - yago11k_0.0003 - [INFO] - [Epoch 318]: Training Loss: 0.0011084, Valid MRR: 0.32649,
2023-06-19 20:33:56,750 - yago11k_0.0003 - [INFO] - [E:319| 0]: Train Loss:0.001104, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:35:01,055 - yago11k_0.0003 - [INFO] - [E:319| 100]: Train Loss:0.0011084, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:36:05,343 - yago11k_0.0003 - [INFO] - [E:319| 200]: Train Loss:0.0011085, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:37:09,648 - yago11k_0.0003 - [INFO] - [E:319| 300]: Train Loss:0.0011086, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:38:13,929 - yago11k_0.0003 - [INFO] - [E:319| 400]: Train Loss:0.0011086, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:39:18,188 - yago11k_0.0003 - [INFO] - [E:319| 500]: Train Loss:0.0011084, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:40:22,007 - yago11k_0.0003 - [INFO] - [E:319| 600]: Train Loss:0.0011084, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:40:22,007 - yago11k_0.0003 - [INFO] - [Epoch:319]: Training Loss:0.001108
2023-06-19 20:40:22,227 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 20:40:34,499 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 20:40:46,619 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 319 valid]:
MRR: Tail : 0.41723, Head : 0.23412, Avg : 0.32568
MR: Tail : 769.38, Head : 1139.5, Avg : 954.43
Hit-1: Tail : 0.33384, Head : 0.19214, Avg : 0.26299
Hit-3: Tail : 0.45943, Head : 0.23076, Avg : 0.3451
Hit-10: Tail : 0.58433, Head : 0.31745, Avg : 0.45089
2023-06-19 20:40:46,619 - yago11k_0.0003 - [INFO] - [Epoch 319]: Training Loss: 0.0011084, Valid MRR: 0.32649,
2023-06-19 20:40:47,268 - yago11k_0.0003 - [INFO] - [E:320| 0]: Train Loss:0.0010956, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:41:51,547 - yago11k_0.0003 - [INFO] - [E:320| 100]: Train Loss:0.0011081, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:42:55,832 - yago11k_0.0003 - [INFO] - [E:320| 200]: Train Loss:0.0011088, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:44:00,105 - yago11k_0.0003 - [INFO] - [E:320| 300]: Train Loss:0.0011083, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:45:04,373 - yago11k_0.0003 - [INFO] - [E:320| 400]: Train Loss:0.0011081, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:46:08,657 - yago11k_0.0003 - [INFO] - [E:320| 500]: Train Loss:0.0011079, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:47:12,496 - yago11k_0.0003 - [INFO] - [E:320| 600]: Train Loss:0.0011083, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:47:12,496 - yago11k_0.0003 - [INFO] - [Epoch:320]: Training Loss:0.001108
2023-06-19 20:47:12,715 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 20:47:24,995 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 20:47:37,109 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 320 valid]:
MRR: Tail : 0.41033, Head : 0.23436, Avg : 0.32234
2023-06-19 20:47:37,110 - yago11k_0.0003 - [INFO] - [Epoch 320]: Training Loss: 0.0011083, Valid MRR: 0.32649,
2023-06-19 20:47:37,758 - yago11k_0.0003 - [INFO] - [E:321| 0]: Train Loss:0.0010963, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:48:42,059 - yago11k_0.0003 - [INFO] - [E:321| 100]: Train Loss:0.0011058, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:49:46,374 - yago11k_0.0003 - [INFO] - [E:321| 200]: Train Loss:0.001107, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:50:50,669 - yago11k_0.0003 - [INFO] - [E:321| 300]: Train Loss:0.0011077, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:51:54,953 - yago11k_0.0003 - [INFO] - [E:321| 400]: Train Loss:0.0011074, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:52:59,250 - yago11k_0.0003 - [INFO] - [E:321| 500]: Train Loss:0.0011075, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:54:03,119 - yago11k_0.0003 - [INFO] - [E:321| 600]: Train Loss:0.001108, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:54:03,119 - yago11k_0.0003 - [INFO] - [Epoch:321]: Training Loss:0.001108
2023-06-19 20:54:03,339 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 20:54:15,635 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 20:54:27,744 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 321 valid]:
MRR: Tail : 0.41086, Head : 0.23462, Avg : 0.32274
2023-06-19 20:54:27,744 - yago11k_0.0003 - [INFO] - [Epoch 321]: Training Loss: 0.001108, Valid MRR: 0.32649,
2023-06-19 20:54:28,393 - yago11k_0.0003 - [INFO] - [E:322| 0]: Train Loss:0.001104, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:55:32,660 - yago11k_0.0003 - [INFO] - [E:322| 100]: Train Loss:0.0011091, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:56:36,959 - yago11k_0.0003 - [INFO] - [E:322| 200]: Train Loss:0.0011077, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:57:41,223 - yago11k_0.0003 - [INFO] - [E:322| 300]: Train Loss:0.0011073, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:58:45,506 - yago11k_0.0003 - [INFO] - [E:322| 400]: Train Loss:0.001107, Val MRR:0.32649, yago11k_0.0003
2023-06-19 20:59:49,790 - yago11k_0.0003 - [INFO] - [E:322| 500]: Train Loss:0.0011076, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:00:53,575 - yago11k_0.0003 - [INFO] - [E:322| 600]: Train Loss:0.0011081, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:00:53,575 - yago11k_0.0003 - [INFO] - [Epoch:322]: Training Loss:0.001108
2023-06-19 21:00:53,794 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 21:01:06,063 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 21:01:18,155 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 322 valid]:
MRR: Tail : 0.41185, Head : 0.23264, Avg : 0.32225
2023-06-19 21:01:18,155 - yago11k_0.0003 - [INFO] - [Epoch 322]: Training Loss: 0.0011081, Valid MRR: 0.32649,
2023-06-19 21:01:18,803 - yago11k_0.0003 - [INFO] - [E:323| 0]: Train Loss:0.0011324, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:02:23,015 - yago11k_0.0003 - [INFO] - [E:323| 100]: Train Loss:0.0011066, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:03:27,205 - yago11k_0.0003 - [INFO] - [E:323| 200]: Train Loss:0.0011074, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:04:31,410 - yago11k_0.0003 - [INFO] - [E:323| 300]: Train Loss:0.0011081, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:05:35,614 - yago11k_0.0003 - [INFO] - [E:323| 400]: Train Loss:0.0011074, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:06:39,828 - yago11k_0.0003 - [INFO] - [E:323| 500]: Train Loss:0.0011078, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:07:43,602 - yago11k_0.0003 - [INFO] - [E:323| 600]: Train Loss:0.0011081, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:07:43,602 - yago11k_0.0003 - [INFO] - [Epoch:323]: Training Loss:0.001108
2023-06-19 21:07:43,822 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 21:07:56,089 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 21:08:08,184 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 323 valid]:
MRR: Tail : 0.41057, Head : 0.2344, Avg : 0.32248
2023-06-19 21:08:08,184 - yago11k_0.0003 - [INFO] - [Epoch 323]: Training Loss: 0.0011081, Valid MRR: 0.32649,
2023-06-19 21:08:08,831 - yago11k_0.0003 - [INFO] - [E:324| 0]: Train Loss:0.0011018, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:09:13,018 - yago11k_0.0003 - [INFO] - [E:324| 100]: Train Loss:0.0011095, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:10:17,200 - yago11k_0.0003 - [INFO] - [E:324| 200]: Train Loss:0.0011082, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:11:21,379 - yago11k_0.0003 - [INFO] - [E:324| 300]: Train Loss:0.0011083, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:12:25,556 - yago11k_0.0003 - [INFO] - [E:324| 400]: Train Loss:0.0011078, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:13:29,719 - yago11k_0.0003 - [INFO] - [E:324| 500]: Train Loss:0.0011075, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:14:33,487 - yago11k_0.0003 - [INFO] - [E:324| 600]: Train Loss:0.001108, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:14:33,487 - yago11k_0.0003 - [INFO] - [Epoch:324]: Training Loss:0.001108
2023-06-19 21:14:33,706 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 21:14:45,969 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 21:14:58,064 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 324 valid]:
MRR: Tail : 0.41191, Head : 0.23627, Avg : 0.32409
2023-06-19 21:14:58,064 - yago11k_0.0003 - [INFO] - [Epoch 324]: Training Loss: 0.001108, Valid MRR: 0.32649,
2023-06-19 21:14:58,711 - yago11k_0.0003 - [INFO] - [E:325| 0]: Train Loss:0.0010898, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:16:02,899 - yago11k_0.0003 - [INFO] - [E:325| 100]: Train Loss:0.0011076, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:17:07,071 - yago11k_0.0003 - [INFO] - [E:325| 200]: Train Loss:0.0011079, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:18:11,250 - yago11k_0.0003 - [INFO] - [E:325| 300]: Train Loss:0.0011082, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:19:15,444 - yago11k_0.0003 - [INFO] - [E:325| 400]: Train Loss:0.0011079, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:20:19,650 - yago11k_0.0003 - [INFO] - [E:325| 500]: Train Loss:0.0011078, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:21:23,382 - yago11k_0.0003 - [INFO] - [E:325| 600]: Train Loss:0.0011079, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:21:23,382 - yago11k_0.0003 - [INFO] - [Epoch:325]: Training Loss:0.001108
2023-06-19 21:21:23,602 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 21:21:35,869 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 21:21:47,964 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 325 valid]:
MRR: Tail : 0.41427, Head : 0.2353, Avg : 0.32478
2023-06-19 21:21:47,965 - yago11k_0.0003 - [INFO] - [Epoch 325]: Training Loss: 0.0011079, Valid MRR: 0.32649,
2023-06-19 21:21:48,610 - yago11k_0.0003 - [INFO] - [E:326| 0]: Train Loss:0.0010808, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:22:52,802 - yago11k_0.0003 - [INFO] - [E:326| 100]: Train Loss:0.0011089, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:23:56,974 - yago11k_0.0003 - [INFO] - [E:326| 200]: Train Loss:0.0011072, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:25:01,134 - yago11k_0.0003 - [INFO] - [E:326| 300]: Train Loss:0.0011074, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:26:05,337 - yago11k_0.0003 - [INFO] - [E:326| 400]: Train Loss:0.001107, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:27:09,518 - yago11k_0.0003 - [INFO] - [E:326| 500]: Train Loss:0.0011074, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:28:13,231 - yago11k_0.0003 - [INFO] - [E:326| 600]: Train Loss:0.0011076, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:28:13,232 - yago11k_0.0003 - [INFO] - [Epoch:326]: Training Loss:0.001108
2023-06-19 21:28:13,451 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 21:28:25,715 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 21:28:37,815 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 326 valid]:
MRR: Tail : 0.41379, Head : 0.23359, Avg : 0.32369
2023-06-19 21:28:37,815 - yago11k_0.0003 - [INFO] - [Epoch 326]: Training Loss: 0.0011076, Valid MRR: 0.32649,
2023-06-19 21:28:38,463 - yago11k_0.0003 - [INFO] - [E:327| 0]: Train Loss:0.0011122, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:29:42,637 - yago11k_0.0003 - [INFO] - [E:327| 100]: Train Loss:0.0011103, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:30:46,803 - yago11k_0.0003 - [INFO] - [E:327| 200]: Train Loss:0.0011076, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:31:51,001 - yago11k_0.0003 - [INFO] - [E:327| 300]: Train Loss:0.0011079, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:32:55,194 - yago11k_0.0003 - [INFO] - [E:327| 400]: Train Loss:0.0011076, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:33:59,370 - yago11k_0.0003 - [INFO] - [E:327| 500]: Train Loss:0.0011077, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:35:03,116 - yago11k_0.0003 - [INFO] - [E:327| 600]: Train Loss:0.0011079, Val MRR:0.32649, yago11k_0.0003
2023-06-19 21:35:03,116 - yago11k_0.0003 - [INFO] - [Epoch:327]: Training Loss:0.001108
2023-06-19 21:35:03,334 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 21:35:15,593 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 21:35:27,690 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 327 valid]:
MRR: Tail : 0.41964, Head : 0.23355, Avg : 0.32659
2023-06-19 21:35:28,621 - yago11k_0.0003 - [INFO] - [Epoch 327]: Training Loss: 0.0011079, Valid MRR: 0.32659,
2023-06-19 21:35:29,269 - yago11k_0.0003 - [INFO] - [E:328| 0]: Train Loss:0.0011489, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:36:33,457 - yago11k_0.0003 - [INFO] - [E:328| 100]: Train Loss:0.001105, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:37:37,650 - yago11k_0.0003 - [INFO] - [E:328| 200]: Train Loss:0.0011077, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:38:41,846 - yago11k_0.0003 - [INFO] - [E:328| 300]: Train Loss:0.0011068, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:39:46,041 - yago11k_0.0003 - [INFO] - [E:328| 400]: Train Loss:0.001107, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:40:50,223 - yago11k_0.0003 - [INFO] - [E:328| 500]: Train Loss:0.0011075, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:41:53,965 - yago11k_0.0003 - [INFO] - [E:328| 600]: Train Loss:0.0011077, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:41:53,965 - yago11k_0.0003 - [INFO] - [Epoch:328]: Training Loss:0.001108
2023-06-19 21:41:54,184 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 21:42:06,451 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 21:42:18,560 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 328 valid]:
MRR: Tail : 0.4129, Head : 0.23429, Avg : 0.32359
2023-06-19 21:42:18,560 - yago11k_0.0003 - [INFO] - [Epoch 328]: Training Loss: 0.0011077, Valid MRR: 0.32659,
2023-06-19 21:42:19,207 - yago11k_0.0003 - [INFO] - [E:329| 0]: Train Loss:0.0011159, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:43:23,388 - yago11k_0.0003 - [INFO] - [E:329| 100]: Train Loss:0.0011053, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:44:27,545 - yago11k_0.0003 - [INFO] - [E:329| 200]: Train Loss:0.0011067, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:45:31,728 - yago11k_0.0003 - [INFO] - [E:329| 300]: Train Loss:0.0011065, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:46:35,908 - yago11k_0.0003 - [INFO] - [E:329| 400]: Train Loss:0.0011071, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:47:40,089 - yago11k_0.0003 - [INFO] - [E:329| 500]: Train Loss:0.0011071, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:48:43,829 - yago11k_0.0003 - [INFO] - [E:329| 600]: Train Loss:0.0011074, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:48:43,829 - yago11k_0.0003 - [INFO] - [Epoch:329]: Training Loss:0.001107
2023-06-19 21:48:44,048 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 21:48:56,321 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 21:49:08,428 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 329 valid]:
MRR: Tail : 0.41175, Head : 0.23679, Avg : 0.32427
MR: Tail : 763.75, Head : 1134.7, Avg : 949.23
Hit-1: Tail : 0.32245, Head : 0.19422, Avg : 0.25834
Hit-3: Tail : 0.46235, Head : 0.23173, Avg : 0.34704
Hit-10: Tail : 0.57891, Head : 0.32092, Avg : 0.44992
2023-06-19 21:49:08,428 - yago11k_0.0003 - [INFO] - [Epoch 329]: Training Loss: 0.0011074, Valid MRR: 0.32659,
2023-06-19 21:49:09,077 - yago11k_0.0003 - [INFO] - [E:330| 0]: Train Loss:0.0011204, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:50:13,288 - yago11k_0.0003 - [INFO] - [E:330| 100]: Train Loss:0.0011081, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:51:17,497 - yago11k_0.0003 - [INFO] - [E:330| 200]: Train Loss:0.0011068, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:52:21,668 - yago11k_0.0003 - [INFO] - [E:330| 300]: Train Loss:0.0011078, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:53:25,850 - yago11k_0.0003 - [INFO] - [E:330| 400]: Train Loss:0.0011076, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:54:30,036 - yago11k_0.0003 - [INFO] - [E:330| 500]: Train Loss:0.0011073, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:55:33,778 - yago11k_0.0003 - [INFO] - [E:330| 600]: Train Loss:0.0011074, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:55:33,778 - yago11k_0.0003 - [INFO] - [Epoch:330]: Training Loss:0.001107
2023-06-19 21:55:33,997 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 21:55:46,286 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 21:55:58,382 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 330 valid]:
MRR: Tail : 0.41413, Head : 0.23494, Avg : 0.32454
2023-06-19 21:55:58,382 - yago11k_0.0003 - [INFO] - [Epoch 330]: Training Loss: 0.0011074, Valid MRR: 0.32659,
2023-06-19 21:55:59,029 - yago11k_0.0003 - [INFO] - [E:331| 0]: Train Loss:0.001124, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:57:03,229 - yago11k_0.0003 - [INFO] - [E:331| 100]: Train Loss:0.0011075, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:58:07,421 - yago11k_0.0003 - [INFO] - [E:331| 200]: Train Loss:0.0011068, Val MRR:0.32659, yago11k_0.0003
2023-06-19 21:59:11,609 - yago11k_0.0003 - [INFO] - [E:331| 300]: Train Loss:0.0011073, Val MRR:0.32659, yago11k_0.0003
2023-06-19 22:00:15,821 - yago11k_0.0003 - [INFO] - [E:331| 400]: Train Loss:0.0011072, Val MRR:0.32659, yago11k_0.0003
2023-06-19 22:01:20,080 - yago11k_0.0003 - [INFO] - [E:331| 500]: Train Loss:0.0011072, Val MRR:0.32659, yago11k_0.0003
2023-06-19 22:02:23,924 - yago11k_0.0003 - [INFO] - [E:331| 600]: Train Loss:0.0011071, Val MRR:0.32659, yago11k_0.0003
2023-06-19 22:02:23,924 - yago11k_0.0003 - [INFO] - [Epoch:331]: Training Loss:0.001107
2023-06-19 22:02:24,143 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 22:02:36,421 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 22:02:48,521 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 331 valid]:
MRR: Tail : 0.41235, Head : 0.23629, Avg : 0.32432
2023-06-19 22:02:48,522 - yago11k_0.0003 - [INFO] - [Epoch 331]: Training Loss: 0.0011071, Valid MRR: 0.32659,
2023-06-19 22:02:49,169 - yago11k_0.0003 - [INFO] - [E:332| 0]: Train Loss:0.001099, Val MRR:0.32659, yago11k_0.0003
2023-06-19 22:03:53,447 - yago11k_0.0003 - [INFO] - [E:332| 100]: Train Loss:0.0011076, Val MRR:0.32659, yago11k_0.0003
2023-06-19 22:04:57,758 - yago11k_0.0003 - [INFO] - [E:332| 200]: Train Loss:0.0011071, Val MRR:0.32659, yago11k_0.0003
2023-06-19 22:06:02,052 - yago11k_0.0003 - [INFO] - [E:332| 300]: Train Loss:0.0011073, Val MRR:0.32659, yago11k_0.0003
2023-06-19 22:07:06,357 - yago11k_0.0003 - [INFO] - [E:332| 400]: Train Loss:0.0011068, Val MRR:0.32659, yago11k_0.0003
2023-06-19 22:08:10,667 - yago11k_0.0003 - [INFO] - [E:332| 500]: Train Loss:0.0011071, Val MRR:0.32659, yago11k_0.0003
2023-06-19 22:09:14,547 - yago11k_0.0003 - [INFO] - [E:332| 600]: Train Loss:0.0011076, Val MRR:0.32659, yago11k_0.0003
2023-06-19 22:09:14,548 - yago11k_0.0003 - [INFO] - [Epoch:332]: Training Loss:0.001108
2023-06-19 22:09:14,767 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 22:09:27,037 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 22:09:39,141 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 332 valid]:
MRR: Tail : 0.41719, Head : 0.23613, Avg : 0.32666
2023-06-19 22:09:40,120 - yago11k_0.0003 - [INFO] - [Epoch 332]: Training Loss: 0.0011076, Valid MRR: 0.32666,
2023-06-19 22:09:40,769 - yago11k_0.0003 - [INFO] - [E:333| 0]: Train Loss:0.0011164, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:10:45,044 - yago11k_0.0003 - [INFO] - [E:333| 100]: Train Loss:0.0011044, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:11:49,289 - yago11k_0.0003 - [INFO] - [E:333| 200]: Train Loss:0.0011062, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:12:53,560 - yago11k_0.0003 - [INFO] - [E:333| 300]: Train Loss:0.0011069, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:13:57,862 - yago11k_0.0003 - [INFO] - [E:333| 400]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:15:02,129 - yago11k_0.0003 - [INFO] - [E:333| 500]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:16:05,963 - yago11k_0.0003 - [INFO] - [E:333| 600]: Train Loss:0.001107, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:16:05,963 - yago11k_0.0003 - [INFO] - [Epoch:333]: Training Loss:0.001107
2023-06-19 22:16:06,183 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 22:16:18,470 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 22:16:30,577 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 333 valid]:
MRR: Tail : 0.41022, Head : 0.23634, Avg : 0.32328
2023-06-19 22:16:30,577 - yago11k_0.0003 - [INFO] - [Epoch 333]: Training Loss: 0.001107, Valid MRR: 0.32666,
2023-06-19 22:16:31,225 - yago11k_0.0003 - [INFO] - [E:334| 0]: Train Loss:0.0010846, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:17:35,530 - yago11k_0.0003 - [INFO] - [E:334| 100]: Train Loss:0.0011062, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:18:39,846 - yago11k_0.0003 - [INFO] - [E:334| 200]: Train Loss:0.0011063, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:19:44,148 - yago11k_0.0003 - [INFO] - [E:334| 300]: Train Loss:0.001107, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:20:48,424 - yago11k_0.0003 - [INFO] - [E:334| 400]: Train Loss:0.0011077, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:21:52,741 - yago11k_0.0003 - [INFO] - [E:334| 500]: Train Loss:0.0011073, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:22:56,595 - yago11k_0.0003 - [INFO] - [E:334| 600]: Train Loss:0.0011074, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:22:56,595 - yago11k_0.0003 - [INFO] - [Epoch:334]: Training Loss:0.001107
2023-06-19 22:22:56,815 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 22:23:09,095 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 22:23:21,199 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 334 valid]:
MRR: Tail : 0.41439, Head : 0.23689, Avg : 0.32564
2023-06-19 22:23:21,199 - yago11k_0.0003 - [INFO] - [Epoch 334]: Training Loss: 0.0011074, Valid MRR: 0.32666,
2023-06-19 22:23:21,848 - yago11k_0.0003 - [INFO] - [E:335| 0]: Train Loss:0.0011003, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:24:26,189 - yago11k_0.0003 - [INFO] - [E:335| 100]: Train Loss:0.001106, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:25:30,490 - yago11k_0.0003 - [INFO] - [E:335| 200]: Train Loss:0.0011067, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:26:34,819 - yago11k_0.0003 - [INFO] - [E:335| 300]: Train Loss:0.0011067, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:27:39,135 - yago11k_0.0003 - [INFO] - [E:335| 400]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:28:43,490 - yago11k_0.0003 - [INFO] - [E:335| 500]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:29:47,414 - yago11k_0.0003 - [INFO] - [E:335| 600]: Train Loss:0.0011071, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:29:47,415 - yago11k_0.0003 - [INFO] - [Epoch:335]: Training Loss:0.001107
2023-06-19 22:29:47,634 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 22:29:59,913 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 22:30:12,023 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 335 valid]:
MRR: Tail : 0.41468, Head : 0.23564, Avg : 0.32516
2023-06-19 22:30:12,023 - yago11k_0.0003 - [INFO] - [Epoch 335]: Training Loss: 0.0011071, Valid MRR: 0.32666,
2023-06-19 22:30:12,671 - yago11k_0.0003 - [INFO] - [E:336| 0]: Train Loss:0.0011082, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:31:16,997 - yago11k_0.0003 - [INFO] - [E:336| 100]: Train Loss:0.0011083, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:32:21,304 - yago11k_0.0003 - [INFO] - [E:336| 200]: Train Loss:0.0011069, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:33:25,662 - yago11k_0.0003 - [INFO] - [E:336| 300]: Train Loss:0.0011075, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:34:30,004 - yago11k_0.0003 - [INFO] - [E:336| 400]: Train Loss:0.0011074, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:35:34,369 - yago11k_0.0003 - [INFO] - [E:336| 500]: Train Loss:0.0011069, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:36:38,248 - yago11k_0.0003 - [INFO] - [E:336| 600]: Train Loss:0.0011071, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:36:38,249 - yago11k_0.0003 - [INFO] - [Epoch:336]: Training Loss:0.001107
2023-06-19 22:36:38,468 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 22:36:50,743 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 22:37:02,861 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 336 valid]:
MRR: Tail : 0.41178, Head : 0.23627, Avg : 0.32403
2023-06-19 22:37:02,861 - yago11k_0.0003 - [INFO] - [Epoch 336]: Training Loss: 0.0011071, Valid MRR: 0.32666,
2023-06-19 22:37:03,508 - yago11k_0.0003 - [INFO] - [E:337| 0]: Train Loss:0.0011236, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:38:07,805 - yago11k_0.0003 - [INFO] - [E:337| 100]: Train Loss:0.0011084, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:39:12,108 - yago11k_0.0003 - [INFO] - [E:337| 200]: Train Loss:0.0011065, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:40:16,432 - yago11k_0.0003 - [INFO] - [E:337| 300]: Train Loss:0.0011071, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:41:20,776 - yago11k_0.0003 - [INFO] - [E:337| 400]: Train Loss:0.0011062, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:42:25,094 - yago11k_0.0003 - [INFO] - [E:337| 500]: Train Loss:0.0011065, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:43:28,940 - yago11k_0.0003 - [INFO] - [E:337| 600]: Train Loss:0.001107, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:43:28,940 - yago11k_0.0003 - [INFO] - [Epoch:337]: Training Loss:0.001107
2023-06-19 22:43:29,160 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 22:43:41,433 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 22:43:53,550 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 337 valid]:
MRR: Tail : 0.41058, Head : 0.23541, Avg : 0.32299
2023-06-19 22:43:53,550 - yago11k_0.0003 - [INFO] - [Epoch 337]: Training Loss: 0.001107, Valid MRR: 0.32666,
2023-06-19 22:43:54,197 - yago11k_0.0003 - [INFO] - [E:338| 0]: Train Loss:0.001091, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:44:58,508 - yago11k_0.0003 - [INFO] - [E:338| 100]: Train Loss:0.0011083, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:46:02,816 - yago11k_0.0003 - [INFO] - [E:338| 200]: Train Loss:0.0011076, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:47:07,134 - yago11k_0.0003 - [INFO] - [E:338| 300]: Train Loss:0.0011067, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:48:11,425 - yago11k_0.0003 - [INFO] - [E:338| 400]: Train Loss:0.0011064, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:49:15,732 - yago11k_0.0003 - [INFO] - [E:338| 500]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:50:19,641 - yago11k_0.0003 - [INFO] - [E:338| 600]: Train Loss:0.0011068, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:50:19,641 - yago11k_0.0003 - [INFO] - [Epoch:338]: Training Loss:0.001107
2023-06-19 22:50:19,861 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 22:50:32,145 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 22:50:44,250 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 338 valid]:
MRR: Tail : 0.41289, Head : 0.23571, Avg : 0.3243
2023-06-19 22:50:44,250 - yago11k_0.0003 - [INFO] - [Epoch 338]: Training Loss: 0.0011068, Valid MRR: 0.32666,
2023-06-19 22:50:44,899 - yago11k_0.0003 - [INFO] - [E:339| 0]: Train Loss:0.0011272, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:51:49,216 - yago11k_0.0003 - [INFO] - [E:339| 100]: Train Loss:0.0011056, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:52:53,560 - yago11k_0.0003 - [INFO] - [E:339| 200]: Train Loss:0.001108, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:53:57,850 - yago11k_0.0003 - [INFO] - [E:339| 300]: Train Loss:0.0011074, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:55:02,182 - yago11k_0.0003 - [INFO] - [E:339| 400]: Train Loss:0.0011068, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:56:06,462 - yago11k_0.0003 - [INFO] - [E:339| 500]: Train Loss:0.001107, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:57:10,311 - yago11k_0.0003 - [INFO] - [E:339| 600]: Train Loss:0.0011068, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:57:10,311 - yago11k_0.0003 - [INFO] - [Epoch:339]: Training Loss:0.001107
2023-06-19 22:57:10,530 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 22:57:22,819 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 22:57:34,925 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 339 valid]:
MRR: Tail : 0.41152, Head : 0.23418, Avg : 0.32285
MR: Tail : 776.14, Head : 1156.6, Avg : 966.37
Hit-1: Tail : 0.32578, Head : 0.19394, Avg : 0.25986
Hit-3: Tail : 0.45304, Head : 0.22756, Avg : 0.3403
Hit-10: Tail : 0.58377, Head : 0.31259, Avg : 0.44818
2023-06-19 22:57:34,925 - yago11k_0.0003 - [INFO] - [Epoch 339]: Training Loss: 0.0011068, Valid MRR: 0.32666,
2023-06-19 22:57:35,577 - yago11k_0.0003 - [INFO] - [E:340| 0]: Train Loss:0.0011209, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:58:39,914 - yago11k_0.0003 - [INFO] - [E:340| 100]: Train Loss:0.0011064, Val MRR:0.32666, yago11k_0.0003
2023-06-19 22:59:44,267 - yago11k_0.0003 - [INFO] - [E:340| 200]: Train Loss:0.0011061, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:00:48,631 - yago11k_0.0003 - [INFO] - [E:340| 300]: Train Loss:0.0011059, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:01:52,964 - yago11k_0.0003 - [INFO] - [E:340| 400]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:02:57,294 - yago11k_0.0003 - [INFO] - [E:340| 500]: Train Loss:0.0011071, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:04:01,208 - yago11k_0.0003 - [INFO] - [E:340| 600]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:04:01,209 - yago11k_0.0003 - [INFO] - [Epoch:340]: Training Loss:0.001107
2023-06-19 23:04:01,427 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 23:04:13,702 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 23:04:25,807 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 340 valid]:
MRR: Tail : 0.41212, Head : 0.23413, Avg : 0.32313
2023-06-19 23:04:25,807 - yago11k_0.0003 - [INFO] - [Epoch 340]: Training Loss: 0.0011066, Valid MRR: 0.32666,
2023-06-19 23:04:26,455 - yago11k_0.0003 - [INFO] - [E:341| 0]: Train Loss:0.0011022, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:05:30,794 - yago11k_0.0003 - [INFO] - [E:341| 100]: Train Loss:0.0011058, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:06:35,109 - yago11k_0.0003 - [INFO] - [E:341| 200]: Train Loss:0.001106, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:07:39,451 - yago11k_0.0003 - [INFO] - [E:341| 300]: Train Loss:0.0011068, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:08:43,770 - yago11k_0.0003 - [INFO] - [E:341| 400]: Train Loss:0.0011064, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:09:48,131 - yago11k_0.0003 - [INFO] - [E:341| 500]: Train Loss:0.0011065, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:10:52,033 - yago11k_0.0003 - [INFO] - [E:341| 600]: Train Loss:0.0011065, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:10:52,033 - yago11k_0.0003 - [INFO] - [Epoch:341]: Training Loss:0.001106
2023-06-19 23:10:52,253 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 23:11:04,525 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 23:11:16,629 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 341 valid]:
MRR: Tail : 0.41788, Head : 0.23474, Avg : 0.32631
2023-06-19 23:11:16,629 - yago11k_0.0003 - [INFO] - [Epoch 341]: Training Loss: 0.0011065, Valid MRR: 0.32666,
2023-06-19 23:11:17,279 - yago11k_0.0003 - [INFO] - [E:342| 0]: Train Loss:0.001109, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:12:21,613 - yago11k_0.0003 - [INFO] - [E:342| 100]: Train Loss:0.0011071, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:13:25,972 - yago11k_0.0003 - [INFO] - [E:342| 200]: Train Loss:0.0011059, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:14:30,321 - yago11k_0.0003 - [INFO] - [E:342| 300]: Train Loss:0.0011061, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:15:34,676 - yago11k_0.0003 - [INFO] - [E:342| 400]: Train Loss:0.0011061, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:16:39,009 - yago11k_0.0003 - [INFO] - [E:342| 500]: Train Loss:0.0011069, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:17:42,912 - yago11k_0.0003 - [INFO] - [E:342| 600]: Train Loss:0.001107, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:17:42,913 - yago11k_0.0003 - [INFO] - [Epoch:342]: Training Loss:0.001107
2023-06-19 23:17:43,132 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 23:17:55,405 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 23:18:07,508 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 342 valid]:
MRR: Tail : 0.41548, Head : 0.23495, Avg : 0.32522
2023-06-19 23:18:07,508 - yago11k_0.0003 - [INFO] - [Epoch 342]: Training Loss: 0.001107, Valid MRR: 0.32666,
2023-06-19 23:18:08,158 - yago11k_0.0003 - [INFO] - [E:343| 0]: Train Loss:0.0011004, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:19:12,481 - yago11k_0.0003 - [INFO] - [E:343| 100]: Train Loss:0.0011054, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:20:16,781 - yago11k_0.0003 - [INFO] - [E:343| 200]: Train Loss:0.0011058, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:21:21,108 - yago11k_0.0003 - [INFO] - [E:343| 300]: Train Loss:0.0011058, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:22:25,431 - yago11k_0.0003 - [INFO] - [E:343| 400]: Train Loss:0.0011062, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:23:29,756 - yago11k_0.0003 - [INFO] - [E:343| 500]: Train Loss:0.0011058, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:24:33,667 - yago11k_0.0003 - [INFO] - [E:343| 600]: Train Loss:0.0011068, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:24:33,668 - yago11k_0.0003 - [INFO] - [Epoch:343]: Training Loss:0.001107
2023-06-19 23:24:33,887 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 23:24:46,167 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 23:24:58,273 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 343 valid]:
MRR: Tail : 0.41328, Head : 0.23469, Avg : 0.32398
2023-06-19 23:24:58,273 - yago11k_0.0003 - [INFO] - [Epoch 343]: Training Loss: 0.0011068, Valid MRR: 0.32666,
2023-06-19 23:24:58,922 - yago11k_0.0003 - [INFO] - [E:344| 0]: Train Loss:0.0011071, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:26:03,268 - yago11k_0.0003 - [INFO] - [E:344| 100]: Train Loss:0.0011054, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:27:07,593 - yago11k_0.0003 - [INFO] - [E:344| 200]: Train Loss:0.0011055, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:28:11,887 - yago11k_0.0003 - [INFO] - [E:344| 300]: Train Loss:0.0011057, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:29:16,224 - yago11k_0.0003 - [INFO] - [E:344| 400]: Train Loss:0.0011057, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:30:20,561 - yago11k_0.0003 - [INFO] - [E:344| 500]: Train Loss:0.0011064, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:31:24,457 - yago11k_0.0003 - [INFO] - [E:344| 600]: Train Loss:0.0011064, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:31:24,457 - yago11k_0.0003 - [INFO] - [Epoch:344]: Training Loss:0.001106
2023-06-19 23:31:24,677 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 23:31:36,952 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 23:31:49,061 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 344 valid]:
MRR: Tail : 0.41757, Head : 0.2342, Avg : 0.32589
2023-06-19 23:31:49,061 - yago11k_0.0003 - [INFO] - [Epoch 344]: Training Loss: 0.0011064, Valid MRR: 0.32666,
2023-06-19 23:31:49,708 - yago11k_0.0003 - [INFO] - [E:345| 0]: Train Loss:0.0010988, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:32:54,033 - yago11k_0.0003 - [INFO] - [E:345| 100]: Train Loss:0.001104, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:33:58,374 - yago11k_0.0003 - [INFO] - [E:345| 200]: Train Loss:0.0011063, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:35:02,707 - yago11k_0.0003 - [INFO] - [E:345| 300]: Train Loss:0.001106, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:36:07,032 - yago11k_0.0003 - [INFO] - [E:345| 400]: Train Loss:0.0011061, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:37:11,356 - yago11k_0.0003 - [INFO] - [E:345| 500]: Train Loss:0.001106, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:38:15,247 - yago11k_0.0003 - [INFO] - [E:345| 600]: Train Loss:0.0011064, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:38:15,248 - yago11k_0.0003 - [INFO] - [Epoch:345]: Training Loss:0.001106
2023-06-19 23:38:15,467 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 23:38:27,748 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 23:38:39,870 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 345 valid]:
MRR: Tail : 0.41377, Head : 0.23376, Avg : 0.32376
2023-06-19 23:38:39,870 - yago11k_0.0003 - [INFO] - [Epoch 345]: Training Loss: 0.0011064, Valid MRR: 0.32666,
2023-06-19 23:38:40,521 - yago11k_0.0003 - [INFO] - [E:346| 0]: Train Loss:0.0011262, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:39:44,860 - yago11k_0.0003 - [INFO] - [E:346| 100]: Train Loss:0.0011074, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:40:49,199 - yago11k_0.0003 - [INFO] - [E:346| 200]: Train Loss:0.0011065, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:41:53,512 - yago11k_0.0003 - [INFO] - [E:346| 300]: Train Loss:0.0011058, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:42:57,835 - yago11k_0.0003 - [INFO] - [E:346| 400]: Train Loss:0.0011058, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:44:02,170 - yago11k_0.0003 - [INFO] - [E:346| 500]: Train Loss:0.0011061, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:45:06,046 - yago11k_0.0003 - [INFO] - [E:346| 600]: Train Loss:0.0011059, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:45:06,047 - yago11k_0.0003 - [INFO] - [Epoch:346]: Training Loss:0.001106
2023-06-19 23:45:06,266 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 23:45:18,554 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 23:45:30,666 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 346 valid]:
MRR: Tail : 0.41184, Head : 0.23468, Avg : 0.32326
2023-06-19 23:45:30,666 - yago11k_0.0003 - [INFO] - [Epoch 346]: Training Loss: 0.0011059, Valid MRR: 0.32666,
2023-06-19 23:45:31,316 - yago11k_0.0003 - [INFO] - [E:347| 0]: Train Loss:0.0010978, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:46:35,641 - yago11k_0.0003 - [INFO] - [E:347| 100]: Train Loss:0.0011072, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:47:39,937 - yago11k_0.0003 - [INFO] - [E:347| 200]: Train Loss:0.0011067, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:48:44,267 - yago11k_0.0003 - [INFO] - [E:347| 300]: Train Loss:0.0011056, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:49:48,598 - yago11k_0.0003 - [INFO] - [E:347| 400]: Train Loss:0.0011059, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:50:52,917 - yago11k_0.0003 - [INFO] - [E:347| 500]: Train Loss:0.0011061, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:51:56,795 - yago11k_0.0003 - [INFO] - [E:347| 600]: Train Loss:0.0011061, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:51:56,796 - yago11k_0.0003 - [INFO] - [Epoch:347]: Training Loss:0.001106
2023-06-19 23:51:57,015 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 23:52:09,305 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 23:52:21,414 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 347 valid]:
MRR: Tail : 0.41244, Head : 0.23486, Avg : 0.32365
2023-06-19 23:52:21,414 - yago11k_0.0003 - [INFO] - [Epoch 347]: Training Loss: 0.0011061, Valid MRR: 0.32666,
2023-06-19 23:52:22,063 - yago11k_0.0003 - [INFO] - [E:348| 0]: Train Loss:0.0010956, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:53:26,385 - yago11k_0.0003 - [INFO] - [E:348| 100]: Train Loss:0.0011076, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:54:30,700 - yago11k_0.0003 - [INFO] - [E:348| 200]: Train Loss:0.001107, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:55:35,024 - yago11k_0.0003 - [INFO] - [E:348| 300]: Train Loss:0.0011064, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:56:39,322 - yago11k_0.0003 - [INFO] - [E:348| 400]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:57:43,639 - yago11k_0.0003 - [INFO] - [E:348| 500]: Train Loss:0.0011064, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:58:47,519 - yago11k_0.0003 - [INFO] - [E:348| 600]: Train Loss:0.0011064, Val MRR:0.32666, yago11k_0.0003
2023-06-19 23:58:47,519 - yago11k_0.0003 - [INFO] - [Epoch:348]: Training Loss:0.001106
2023-06-19 23:58:47,738 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-19 23:59:00,013 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-19 23:59:12,118 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 348 valid]:
MRR: Tail : 0.4127, Head : 0.23374, Avg : 0.32322
2023-06-19 23:59:12,119 - yago11k_0.0003 - [INFO] - [Epoch 348]: Training Loss: 0.0011064, Valid MRR: 0.32666,
2023-06-19 23:59:12,769 - yago11k_0.0003 - [INFO] - [E:349| 0]: Train Loss:0.0011125, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:00:17,099 - yago11k_0.0003 - [INFO] - [E:349| 100]: Train Loss:0.0011047, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:01:21,419 - yago11k_0.0003 - [INFO] - [E:349| 200]: Train Loss:0.0011049, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:02:25,760 - yago11k_0.0003 - [INFO] - [E:349| 300]: Train Loss:0.0011051, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:03:30,091 - yago11k_0.0003 - [INFO] - [E:349| 400]: Train Loss:0.0011054, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:04:34,424 - yago11k_0.0003 - [INFO] - [E:349| 500]: Train Loss:0.0011062, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:05:38,269 - yago11k_0.0003 - [INFO] - [E:349| 600]: Train Loss:0.0011065, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:05:38,270 - yago11k_0.0003 - [INFO] - [Epoch:349]: Training Loss:0.001106
2023-06-20 00:05:38,489 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 00:05:50,763 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 00:06:02,870 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 349 valid]:
MRR: Tail : 0.41433, Head : 0.23517, Avg : 0.32475
MR: Tail : 762.62, Head : 1131.6, Avg : 947.09
Hit-1: Tail : 0.32787, Head : 0.19394, Avg : 0.26091
Hit-3: Tail : 0.46207, Head : 0.2284, Avg : 0.34523
Hit-10: Tail : 0.57836, Head : 0.32745, Avg : 0.4529
2023-06-20 00:06:02,871 - yago11k_0.0003 - [INFO] - [Epoch 349]: Training Loss: 0.0011065, Valid MRR: 0.32666,
2023-06-20 00:06:03,520 - yago11k_0.0003 - [INFO] - [E:350| 0]: Train Loss:0.0011099, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:07:07,842 - yago11k_0.0003 - [INFO] - [E:350| 100]: Train Loss:0.0011062, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:08:12,148 - yago11k_0.0003 - [INFO] - [E:350| 200]: Train Loss:0.0011063, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:09:16,468 - yago11k_0.0003 - [INFO] - [E:350| 300]: Train Loss:0.0011062, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:10:20,802 - yago11k_0.0003 - [INFO] - [E:350| 400]: Train Loss:0.0011065, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:11:25,120 - yago11k_0.0003 - [INFO] - [E:350| 500]: Train Loss:0.0011065, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:12:29,034 - yago11k_0.0003 - [INFO] - [E:350| 600]: Train Loss:0.0011067, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:12:29,035 - yago11k_0.0003 - [INFO] - [Epoch:350]: Training Loss:0.001107
2023-06-20 00:12:29,254 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 00:12:41,530 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 00:12:53,642 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 350 valid]:
MRR: Tail : 0.41084, Head : 0.23396, Avg : 0.3224
2023-06-20 00:12:53,642 - yago11k_0.0003 - [INFO] - [Epoch 350]: Training Loss: 0.0011067, Valid MRR: 0.32666,
2023-06-20 00:12:54,293 - yago11k_0.0003 - [INFO] - [E:351| 0]: Train Loss:0.0011033, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:13:58,641 - yago11k_0.0003 - [INFO] - [E:351| 100]: Train Loss:0.0011036, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:15:02,959 - yago11k_0.0003 - [INFO] - [E:351| 200]: Train Loss:0.0011058, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:16:07,272 - yago11k_0.0003 - [INFO] - [E:351| 300]: Train Loss:0.0011063, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:17:11,585 - yago11k_0.0003 - [INFO] - [E:351| 400]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:18:15,903 - yago11k_0.0003 - [INFO] - [E:351| 500]: Train Loss:0.0011066, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:19:19,779 - yago11k_0.0003 - [INFO] - [E:351| 600]: Train Loss:0.0011065, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:19:19,779 - yago11k_0.0003 - [INFO] - [Epoch:351]: Training Loss:0.001107
2023-06-20 00:19:19,998 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 00:19:32,268 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 00:19:44,369 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 351 valid]:
MRR: Tail : 0.41504, Head : 0.235, Avg : 0.32502
2023-06-20 00:19:44,369 - yago11k_0.0003 - [INFO] - [Epoch 351]: Training Loss: 0.0011065, Valid MRR: 0.32666,
2023-06-20 00:19:45,017 - yago11k_0.0003 - [INFO] - [E:352| 0]: Train Loss:0.001091, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:20:49,358 - yago11k_0.0003 - [INFO] - [E:352| 100]: Train Loss:0.0011044, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:21:53,662 - yago11k_0.0003 - [INFO] - [E:352| 200]: Train Loss:0.0011061, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:22:57,916 - yago11k_0.0003 - [INFO] - [E:352| 300]: Train Loss:0.0011055, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:24:02,247 - yago11k_0.0003 - [INFO] - [E:352| 400]: Train Loss:0.0011059, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:25:06,544 - yago11k_0.0003 - [INFO] - [E:352| 500]: Train Loss:0.001106, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:26:10,428 - yago11k_0.0003 - [INFO] - [E:352| 600]: Train Loss:0.0011062, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:26:10,428 - yago11k_0.0003 - [INFO] - [Epoch:352]: Training Loss:0.001106
2023-06-20 00:26:10,647 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 00:26:22,929 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 00:26:35,037 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 352 valid]:
MRR: Tail : 0.41318, Head : 0.23488, Avg : 0.32403
2023-06-20 00:26:35,037 - yago11k_0.0003 - [INFO] - [Epoch 352]: Training Loss: 0.0011062, Valid MRR: 0.32666,
2023-06-20 00:26:35,685 - yago11k_0.0003 - [INFO] - [E:353| 0]: Train Loss:0.0011174, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:27:40,000 - yago11k_0.0003 - [INFO] - [E:353| 100]: Train Loss:0.0011043, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:28:44,306 - yago11k_0.0003 - [INFO] - [E:353| 200]: Train Loss:0.0011054, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:29:48,613 - yago11k_0.0003 - [INFO] - [E:353| 300]: Train Loss:0.0011058, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:30:52,925 - yago11k_0.0003 - [INFO] - [E:353| 400]: Train Loss:0.0011055, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:31:57,238 - yago11k_0.0003 - [INFO] - [E:353| 500]: Train Loss:0.0011051, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:33:01,139 - yago11k_0.0003 - [INFO] - [E:353| 600]: Train Loss:0.0011056, Val MRR:0.32666, yago11k_0.0003
2023-06-20 00:33:01,139 - yago11k_0.0003 - [INFO] - [Epoch:353]: Training Loss:0.001106
2023-06-20 00:33:01,358 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 00:33:13,633 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 00:33:25,754 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 353 valid]:
MRR: Tail : 0.41769, Head : 0.23766, Avg : 0.32767
2023-06-20 00:33:26,705 - yago11k_0.0003 - [INFO] - [Epoch 353]: Training Loss: 0.0011056, Valid MRR: 0.32767,
2023-06-20 00:33:27,355 - yago11k_0.0003 - [INFO] - [E:354| 0]: Train Loss:0.0011035, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:34:31,666 - yago11k_0.0003 - [INFO] - [E:354| 100]: Train Loss:0.0011063, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:35:36,003 - yago11k_0.0003 - [INFO] - [E:354| 200]: Train Loss:0.0011044, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:36:40,307 - yago11k_0.0003 - [INFO] - [E:354| 300]: Train Loss:0.0011049, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:37:44,625 - yago11k_0.0003 - [INFO] - [E:354| 400]: Train Loss:0.001105, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:38:48,890 - yago11k_0.0003 - [INFO] - [E:354| 500]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:39:52,774 - yago11k_0.0003 - [INFO] - [E:354| 600]: Train Loss:0.001106, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:39:52,774 - yago11k_0.0003 - [INFO] - [Epoch:354]: Training Loss:0.001106
2023-06-20 00:39:52,994 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 00:40:05,276 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 00:40:17,396 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 354 valid]:
MRR: Tail : 0.42038, Head : 0.2348, Avg : 0.32759
2023-06-20 00:40:17,397 - yago11k_0.0003 - [INFO] - [Epoch 354]: Training Loss: 0.001106, Valid MRR: 0.32767,
2023-06-20 00:40:18,044 - yago11k_0.0003 - [INFO] - [E:355| 0]: Train Loss:0.0010875, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:41:22,380 - yago11k_0.0003 - [INFO] - [E:355| 100]: Train Loss:0.0011024, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:42:26,699 - yago11k_0.0003 - [INFO] - [E:355| 200]: Train Loss:0.0011043, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:43:30,998 - yago11k_0.0003 - [INFO] - [E:355| 300]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:44:35,353 - yago11k_0.0003 - [INFO] - [E:355| 400]: Train Loss:0.0011053, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:45:39,661 - yago11k_0.0003 - [INFO] - [E:355| 500]: Train Loss:0.0011059, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:46:43,533 - yago11k_0.0003 - [INFO] - [E:355| 600]: Train Loss:0.0011059, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:46:43,533 - yago11k_0.0003 - [INFO] - [Epoch:355]: Training Loss:0.001106
2023-06-20 00:46:43,753 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 00:46:56,045 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 00:47:08,155 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 355 valid]:
MRR: Tail : 0.41112, Head : 0.23421, Avg : 0.32266
2023-06-20 00:47:08,155 - yago11k_0.0003 - [INFO] - [Epoch 355]: Training Loss: 0.0011059, Valid MRR: 0.32767,
2023-06-20 00:47:08,804 - yago11k_0.0003 - [INFO] - [E:356| 0]: Train Loss:0.0011271, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:48:13,130 - yago11k_0.0003 - [INFO] - [E:356| 100]: Train Loss:0.001108, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:49:17,438 - yago11k_0.0003 - [INFO] - [E:356| 200]: Train Loss:0.0011059, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:50:21,771 - yago11k_0.0003 - [INFO] - [E:356| 300]: Train Loss:0.0011058, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:51:26,097 - yago11k_0.0003 - [INFO] - [E:356| 400]: Train Loss:0.0011058, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:52:30,436 - yago11k_0.0003 - [INFO] - [E:356| 500]: Train Loss:0.0011057, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:53:34,329 - yago11k_0.0003 - [INFO] - [E:356| 600]: Train Loss:0.0011058, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:53:34,329 - yago11k_0.0003 - [INFO] - [Epoch:356]: Training Loss:0.001106
2023-06-20 00:53:34,549 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 00:53:46,823 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 00:53:58,927 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 356 valid]:
MRR: Tail : 0.41841, Head : 0.2354, Avg : 0.32691
2023-06-20 00:53:58,927 - yago11k_0.0003 - [INFO] - [Epoch 356]: Training Loss: 0.0011058, Valid MRR: 0.32767,
2023-06-20 00:53:59,575 - yago11k_0.0003 - [INFO] - [E:357| 0]: Train Loss:0.0011009, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:55:03,900 - yago11k_0.0003 - [INFO] - [E:357| 100]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:56:08,220 - yago11k_0.0003 - [INFO] - [E:357| 200]: Train Loss:0.0011048, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:57:12,514 - yago11k_0.0003 - [INFO] - [E:357| 300]: Train Loss:0.0011053, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:58:16,831 - yago11k_0.0003 - [INFO] - [E:357| 400]: Train Loss:0.0011058, Val MRR:0.32767, yago11k_0.0003
2023-06-20 00:59:21,165 - yago11k_0.0003 - [INFO] - [E:357| 500]: Train Loss:0.0011064, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:00:25,064 - yago11k_0.0003 - [INFO] - [E:357| 600]: Train Loss:0.0011062, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:00:25,064 - yago11k_0.0003 - [INFO] - [Epoch:357]: Training Loss:0.001106
2023-06-20 01:00:25,283 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 01:00:37,555 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 01:00:49,661 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 357 valid]:
MRR: Tail : 0.41025, Head : 0.2357, Avg : 0.32297
2023-06-20 01:00:49,661 - yago11k_0.0003 - [INFO] - [Epoch 357]: Training Loss: 0.0011062, Valid MRR: 0.32767,
2023-06-20 01:00:50,309 - yago11k_0.0003 - [INFO] - [E:358| 0]: Train Loss:0.0011034, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:01:54,621 - yago11k_0.0003 - [INFO] - [E:358| 100]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:02:58,936 - yago11k_0.0003 - [INFO] - [E:358| 200]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:04:03,246 - yago11k_0.0003 - [INFO] - [E:358| 300]: Train Loss:0.0011054, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:05:07,547 - yago11k_0.0003 - [INFO] - [E:358| 400]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:06:11,856 - yago11k_0.0003 - [INFO] - [E:358| 500]: Train Loss:0.0011055, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:07:15,730 - yago11k_0.0003 - [INFO] - [E:358| 600]: Train Loss:0.0011056, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:07:15,730 - yago11k_0.0003 - [INFO] - [Epoch:358]: Training Loss:0.001106
2023-06-20 01:07:15,949 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 01:07:28,223 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 01:07:40,330 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 358 valid]:
MRR: Tail : 0.41559, Head : 0.23494, Avg : 0.32527
2023-06-20 01:07:40,330 - yago11k_0.0003 - [INFO] - [Epoch 358]: Training Loss: 0.0011056, Valid MRR: 0.32767,
2023-06-20 01:07:40,977 - yago11k_0.0003 - [INFO] - [E:359| 0]: Train Loss:0.0011249, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:08:45,312 - yago11k_0.0003 - [INFO] - [E:359| 100]: Train Loss:0.0011042, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:09:49,630 - yago11k_0.0003 - [INFO] - [E:359| 200]: Train Loss:0.0011049, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:10:53,924 - yago11k_0.0003 - [INFO] - [E:359| 300]: Train Loss:0.0011053, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:11:58,250 - yago11k_0.0003 - [INFO] - [E:359| 400]: Train Loss:0.0011056, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:13:02,584 - yago11k_0.0003 - [INFO] - [E:359| 500]: Train Loss:0.001106, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:14:06,461 - yago11k_0.0003 - [INFO] - [E:359| 600]: Train Loss:0.0011053, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:14:06,461 - yago11k_0.0003 - [INFO] - [Epoch:359]: Training Loss:0.001105
2023-06-20 01:14:06,680 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 01:14:18,950 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 01:14:31,057 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 359 valid]:
MRR: Tail : 0.41799, Head : 0.23634, Avg : 0.32717
MR: Tail : 785.92, Head : 1140.9, Avg : 963.39
Hit-1: Tail : 0.33468, Head : 0.19492, Avg : 0.2648
Hit-3: Tail : 0.46166, Head : 0.23131, Avg : 0.34649
Hit-10: Tail : 0.58099, Head : 0.32134, Avg : 0.45117
2023-06-20 01:14:31,057 - yago11k_0.0003 - [INFO] - [Epoch 359]: Training Loss: 0.0011053, Valid MRR: 0.32767,
2023-06-20 01:14:31,708 - yago11k_0.0003 - [INFO] - [E:360| 0]: Train Loss:0.0011132, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:15:36,048 - yago11k_0.0003 - [INFO] - [E:360| 100]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:16:40,367 - yago11k_0.0003 - [INFO] - [E:360| 200]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:17:44,707 - yago11k_0.0003 - [INFO] - [E:360| 300]: Train Loss:0.0011057, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:18:49,039 - yago11k_0.0003 - [INFO] - [E:360| 400]: Train Loss:0.0011057, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:19:53,390 - yago11k_0.0003 - [INFO] - [E:360| 500]: Train Loss:0.0011055, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:20:57,316 - yago11k_0.0003 - [INFO] - [E:360| 600]: Train Loss:0.0011056, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:20:57,316 - yago11k_0.0003 - [INFO] - [Epoch:360]: Training Loss:0.001106
2023-06-20 01:20:57,535 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 01:21:09,816 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 01:21:21,931 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 360 valid]:
MRR: Tail : 0.41214, Head : 0.23527, Avg : 0.3237
2023-06-20 01:21:21,931 - yago11k_0.0003 - [INFO] - [Epoch 360]: Training Loss: 0.0011056, Valid MRR: 0.32767,
2023-06-20 01:21:22,579 - yago11k_0.0003 - [INFO] - [E:361| 0]: Train Loss:0.0010966, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:22:26,939 - yago11k_0.0003 - [INFO] - [E:361| 100]: Train Loss:0.0011045, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:23:31,312 - yago11k_0.0003 - [INFO] - [E:361| 200]: Train Loss:0.0011053, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:24:35,641 - yago11k_0.0003 - [INFO] - [E:361| 300]: Train Loss:0.0011053, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:25:40,028 - yago11k_0.0003 - [INFO] - [E:361| 400]: Train Loss:0.0011058, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:26:44,420 - yago11k_0.0003 - [INFO] - [E:361| 500]: Train Loss:0.0011058, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:27:48,365 - yago11k_0.0003 - [INFO] - [E:361| 600]: Train Loss:0.0011057, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:27:48,365 - yago11k_0.0003 - [INFO] - [Epoch:361]: Training Loss:0.001106
2023-06-20 01:27:48,584 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 01:28:00,871 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 01:28:13,001 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 361 valid]:
MRR: Tail : 0.40991, Head : 0.23734, Avg : 0.32362
2023-06-20 01:28:13,001 - yago11k_0.0003 - [INFO] - [Epoch 361]: Training Loss: 0.0011057, Valid MRR: 0.32767,
2023-06-20 01:28:13,650 - yago11k_0.0003 - [INFO] - [E:362| 0]: Train Loss:0.0011156, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:29:18,021 - yago11k_0.0003 - [INFO] - [E:362| 100]: Train Loss:0.0011083, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:30:22,383 - yago11k_0.0003 - [INFO] - [E:362| 200]: Train Loss:0.0011063, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:31:26,734 - yago11k_0.0003 - [INFO] - [E:362| 300]: Train Loss:0.0011057, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:32:31,084 - yago11k_0.0003 - [INFO] - [E:362| 400]: Train Loss:0.0011049, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:33:35,443 - yago11k_0.0003 - [INFO] - [E:362| 500]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:34:39,379 - yago11k_0.0003 - [INFO] - [E:362| 600]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:34:39,379 - yago11k_0.0003 - [INFO] - [Epoch:362]: Training Loss:0.001105
2023-06-20 01:34:39,599 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 01:34:51,887 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 01:35:04,017 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 362 valid]:
MRR: Tail : 0.41354, Head : 0.23605, Avg : 0.3248
2023-06-20 01:35:04,017 - yago11k_0.0003 - [INFO] - [Epoch 362]: Training Loss: 0.0011052, Valid MRR: 0.32767,
2023-06-20 01:35:04,668 - yago11k_0.0003 - [INFO] - [E:363| 0]: Train Loss:0.0010911, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:36:09,029 - yago11k_0.0003 - [INFO] - [E:363| 100]: Train Loss:0.0011028, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:37:13,401 - yago11k_0.0003 - [INFO] - [E:363| 200]: Train Loss:0.0011026, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:38:17,780 - yago11k_0.0003 - [INFO] - [E:363| 300]: Train Loss:0.001103, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:39:22,144 - yago11k_0.0003 - [INFO] - [E:363| 400]: Train Loss:0.0011041, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:40:26,485 - yago11k_0.0003 - [INFO] - [E:363| 500]: Train Loss:0.0011045, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:41:30,407 - yago11k_0.0003 - [INFO] - [E:363| 600]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:41:30,407 - yago11k_0.0003 - [INFO] - [Epoch:363]: Training Loss:0.001105
2023-06-20 01:41:30,627 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 01:41:42,927 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 01:41:55,044 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 363 valid]:
MRR: Tail : 0.41494, Head : 0.23302, Avg : 0.32398
2023-06-20 01:41:55,044 - yago11k_0.0003 - [INFO] - [Epoch 363]: Training Loss: 0.0011051, Valid MRR: 0.32767,
2023-06-20 01:41:55,692 - yago11k_0.0003 - [INFO] - [E:364| 0]: Train Loss:0.001099, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:43:00,051 - yago11k_0.0003 - [INFO] - [E:364| 100]: Train Loss:0.0011042, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:44:04,401 - yago11k_0.0003 - [INFO] - [E:364| 200]: Train Loss:0.0011053, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:45:08,778 - yago11k_0.0003 - [INFO] - [E:364| 300]: Train Loss:0.001105, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:46:13,114 - yago11k_0.0003 - [INFO] - [E:364| 400]: Train Loss:0.0011049, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:47:17,425 - yago11k_0.0003 - [INFO] - [E:364| 500]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:48:21,331 - yago11k_0.0003 - [INFO] - [E:364| 600]: Train Loss:0.0011054, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:48:21,331 - yago11k_0.0003 - [INFO] - [Epoch:364]: Training Loss:0.001105
2023-06-20 01:48:21,551 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 01:48:33,839 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 01:48:45,950 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 364 valid]:
MRR: Tail : 0.41533, Head : 0.23464, Avg : 0.32498
2023-06-20 01:48:45,950 - yago11k_0.0003 - [INFO] - [Epoch 364]: Training Loss: 0.0011054, Valid MRR: 0.32767,
2023-06-20 01:48:46,598 - yago11k_0.0003 - [INFO] - [E:365| 0]: Train Loss:0.0010904, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:49:50,968 - yago11k_0.0003 - [INFO] - [E:365| 100]: Train Loss:0.0011067, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:50:55,320 - yago11k_0.0003 - [INFO] - [E:365| 200]: Train Loss:0.0011057, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:51:59,680 - yago11k_0.0003 - [INFO] - [E:365| 300]: Train Loss:0.0011054, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:53:04,018 - yago11k_0.0003 - [INFO] - [E:365| 400]: Train Loss:0.001105, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:54:08,390 - yago11k_0.0003 - [INFO] - [E:365| 500]: Train Loss:0.0011049, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:55:12,308 - yago11k_0.0003 - [INFO] - [E:365| 600]: Train Loss:0.0011053, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:55:12,309 - yago11k_0.0003 - [INFO] - [Epoch:365]: Training Loss:0.001105
2023-06-20 01:55:12,528 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 01:55:24,809 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 01:55:36,920 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 365 valid]:
MRR: Tail : 0.41803, Head : 0.2342, Avg : 0.32611
2023-06-20 01:55:36,920 - yago11k_0.0003 - [INFO] - [Epoch 365]: Training Loss: 0.0011053, Valid MRR: 0.32767,
2023-06-20 01:55:37,568 - yago11k_0.0003 - [INFO] - [E:366| 0]: Train Loss:0.0010832, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:56:41,917 - yago11k_0.0003 - [INFO] - [E:366| 100]: Train Loss:0.0011056, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:57:46,283 - yago11k_0.0003 - [INFO] - [E:366| 200]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:58:50,661 - yago11k_0.0003 - [INFO] - [E:366| 300]: Train Loss:0.0011055, Val MRR:0.32767, yago11k_0.0003
2023-06-20 01:59:55,033 - yago11k_0.0003 - [INFO] - [E:366| 400]: Train Loss:0.0011055, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:00:59,384 - yago11k_0.0003 - [INFO] - [E:366| 500]: Train Loss:0.0011055, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:02:03,289 - yago11k_0.0003 - [INFO] - [E:366| 600]: Train Loss:0.0011055, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:02:03,290 - yago11k_0.0003 - [INFO] - [Epoch:366]: Training Loss:0.001106
2023-06-20 02:02:03,509 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 02:02:15,788 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 02:02:27,892 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 366 valid]:
MRR: Tail : 0.41201, Head : 0.23625, Avg : 0.32413
2023-06-20 02:02:27,892 - yago11k_0.0003 - [INFO] - [Epoch 366]: Training Loss: 0.0011055, Valid MRR: 0.32767,
2023-06-20 02:02:28,541 - yago11k_0.0003 - [INFO] - [E:367| 0]: Train Loss:0.0011038, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:03:32,892 - yago11k_0.0003 - [INFO] - [E:367| 100]: Train Loss:0.001105, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:04:37,258 - yago11k_0.0003 - [INFO] - [E:367| 200]: Train Loss:0.001105, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:05:41,612 - yago11k_0.0003 - [INFO] - [E:367| 300]: Train Loss:0.0011049, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:06:45,990 - yago11k_0.0003 - [INFO] - [E:367| 400]: Train Loss:0.0011053, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:07:50,353 - yago11k_0.0003 - [INFO] - [E:367| 500]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:08:54,293 - yago11k_0.0003 - [INFO] - [E:367| 600]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:08:54,293 - yago11k_0.0003 - [INFO] - [Epoch:367]: Training Loss:0.001105
2023-06-20 02:08:54,513 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 02:09:06,799 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 02:09:18,916 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 367 valid]:
MRR: Tail : 0.41222, Head : 0.23433, Avg : 0.32327
2023-06-20 02:09:18,916 - yago11k_0.0003 - [INFO] - [Epoch 367]: Training Loss: 0.0011051, Valid MRR: 0.32767,
2023-06-20 02:09:19,564 - yago11k_0.0003 - [INFO] - [E:368| 0]: Train Loss:0.001105, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:10:23,946 - yago11k_0.0003 - [INFO] - [E:368| 100]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:11:28,333 - yago11k_0.0003 - [INFO] - [E:368| 200]: Train Loss:0.0011043, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:12:32,705 - yago11k_0.0003 - [INFO] - [E:368| 300]: Train Loss:0.0011041, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:13:37,086 - yago11k_0.0003 - [INFO] - [E:368| 400]: Train Loss:0.0011045, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:14:41,480 - yago11k_0.0003 - [INFO] - [E:368| 500]: Train Loss:0.0011046, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:15:45,430 - yago11k_0.0003 - [INFO] - [E:368| 600]: Train Loss:0.0011049, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:15:45,430 - yago11k_0.0003 - [INFO] - [Epoch:368]: Training Loss:0.001105
2023-06-20 02:15:45,651 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 02:15:57,941 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 02:16:10,063 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 368 valid]:
MRR: Tail : 0.41789, Head : 0.23586, Avg : 0.32687
2023-06-20 02:16:10,063 - yago11k_0.0003 - [INFO] - [Epoch 368]: Training Loss: 0.0011049, Valid MRR: 0.32767,
2023-06-20 02:16:10,711 - yago11k_0.0003 - [INFO] - [E:369| 0]: Train Loss:0.0011014, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:17:15,099 - yago11k_0.0003 - [INFO] - [E:369| 100]: Train Loss:0.0011039, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:18:19,471 - yago11k_0.0003 - [INFO] - [E:369| 200]: Train Loss:0.0011039, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:19:23,867 - yago11k_0.0003 - [INFO] - [E:369| 300]: Train Loss:0.0011038, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:20:28,256 - yago11k_0.0003 - [INFO] - [E:369| 400]: Train Loss:0.0011048, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:21:32,644 - yago11k_0.0003 - [INFO] - [E:369| 500]: Train Loss:0.001105, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:22:36,591 - yago11k_0.0003 - [INFO] - [E:369| 600]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:22:36,591 - yago11k_0.0003 - [INFO] - [Epoch:369]: Training Loss:0.001105
2023-06-20 02:22:36,811 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 02:22:49,098 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 02:23:01,233 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 369 valid]:
MRR: Tail : 0.41537, Head : 0.23407, Avg : 0.32472
MR: Tail : 790.45, Head : 1145.6, Avg : 968.01
Hit-1: Tail : 0.33051, Head : 0.19339, Avg : 0.26195
Hit-3: Tail : 0.46027, Head : 0.22937, Avg : 0.34482
Hit-10: Tail : 0.58169, Head : 0.31481, Avg : 0.44825
2023-06-20 02:23:01,234 - yago11k_0.0003 - [INFO] - [Epoch 369]: Training Loss: 0.0011051, Valid MRR: 0.32767,
2023-06-20 02:23:01,884 - yago11k_0.0003 - [INFO] - [E:370| 0]: Train Loss:0.0011235, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:24:06,287 - yago11k_0.0003 - [INFO] - [E:370| 100]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:25:10,653 - yago11k_0.0003 - [INFO] - [E:370| 200]: Train Loss:0.0011049, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:26:14,994 - yago11k_0.0003 - [INFO] - [E:370| 300]: Train Loss:0.0011059, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:27:19,404 - yago11k_0.0003 - [INFO] - [E:370| 400]: Train Loss:0.0011063, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:28:23,783 - yago11k_0.0003 - [INFO] - [E:370| 500]: Train Loss:0.0011058, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:29:27,772 - yago11k_0.0003 - [INFO] - [E:370| 600]: Train Loss:0.0011054, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:29:27,772 - yago11k_0.0003 - [INFO] - [Epoch:370]: Training Loss:0.001105
2023-06-20 02:29:27,992 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 02:29:40,290 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 02:29:52,424 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 370 valid]:
MRR: Tail : 0.4174, Head : 0.234, Avg : 0.3257
2023-06-20 02:29:52,424 - yago11k_0.0003 - [INFO] - [Epoch 370]: Training Loss: 0.0011054, Valid MRR: 0.32767,
2023-06-20 02:29:53,074 - yago11k_0.0003 - [INFO] - [E:371| 0]: Train Loss:0.0010897, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:30:57,466 - yago11k_0.0003 - [INFO] - [E:371| 100]: Train Loss:0.0011049, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:32:01,885 - yago11k_0.0003 - [INFO] - [E:371| 200]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:33:06,296 - yago11k_0.0003 - [INFO] - [E:371| 300]: Train Loss:0.0011056, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:34:10,662 - yago11k_0.0003 - [INFO] - [E:371| 400]: Train Loss:0.0011055, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:35:15,060 - yago11k_0.0003 - [INFO] - [E:371| 500]: Train Loss:0.0011052, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:36:19,014 - yago11k_0.0003 - [INFO] - [E:371| 600]: Train Loss:0.0011048, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:36:19,014 - yago11k_0.0003 - [INFO] - [Epoch:371]: Training Loss:0.001105
2023-06-20 02:36:19,234 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 02:36:31,546 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 02:36:43,671 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 371 valid]:
MRR: Tail : 0.41289, Head : 0.23457, Avg : 0.32373
2023-06-20 02:36:43,671 - yago11k_0.0003 - [INFO] - [Epoch 371]: Training Loss: 0.0011048, Valid MRR: 0.32767,
2023-06-20 02:36:44,319 - yago11k_0.0003 - [INFO] - [E:372| 0]: Train Loss:0.0010919, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:37:48,702 - yago11k_0.0003 - [INFO] - [E:372| 100]: Train Loss:0.0011038, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:38:53,112 - yago11k_0.0003 - [INFO] - [E:372| 200]: Train Loss:0.0011038, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:39:57,526 - yago11k_0.0003 - [INFO] - [E:372| 300]: Train Loss:0.0011042, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:41:01,931 - yago11k_0.0003 - [INFO] - [E:372| 400]: Train Loss:0.0011047, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:42:06,335 - yago11k_0.0003 - [INFO] - [E:372| 500]: Train Loss:0.0011048, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:43:10,262 - yago11k_0.0003 - [INFO] - [E:372| 600]: Train Loss:0.0011051, Val MRR:0.32767, yago11k_0.0003
2023-06-20 02:43:10,262 - yago11k_0.0003 - [INFO] - [Epoch:372]: Training Loss:0.001105
2023-06-20 02:43:10,482 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 02:43:22,783 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 02:43:34,910 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 372 valid]:
MRR: Tail : 0.41847, Head : 0.23843, Avg : 0.32845
2023-06-20 02:43:35,868 - yago11k_0.0003 - [INFO] - [Epoch 372]: Training Loss: 0.0011051, Valid MRR: 0.32845,
2023-06-20 02:43:36,517 - yago11k_0.0003 - [INFO] - [E:373| 0]: Train Loss:0.0010996, Val MRR:0.32845, yago11k_0.0003
2023-06-20 02:44:40,923 - yago11k_0.0003 - [INFO] - [E:373| 100]: Train Loss:0.0011048, Val MRR:0.32845, yago11k_0.0003
2023-06-20 02:45:45,345 - yago11k_0.0003 - [INFO] - [E:373| 200]: Train Loss:0.0011054, Val MRR:0.32845, yago11k_0.0003
2023-06-20 02:46:49,743 - yago11k_0.0003 - [INFO] - [E:373| 300]: Train Loss:0.0011051, Val MRR:0.32845, yago11k_0.0003
2023-06-20 02:47:54,154 - yago11k_0.0003 - [INFO] - [E:373| 400]: Train Loss:0.0011046, Val MRR:0.32845, yago11k_0.0003
2023-06-20 02:48:58,512 - yago11k_0.0003 - [INFO] - [E:373| 500]: Train Loss:0.0011048, Val MRR:0.32845, yago11k_0.0003
2023-06-20 02:50:02,431 - yago11k_0.0003 - [INFO] - [E:373| 600]: Train Loss:0.0011046, Val MRR:0.32845, yago11k_0.0003
2023-06-20 02:50:02,432 - yago11k_0.0003 - [INFO] - [Epoch:373]: Training Loss:0.001105
2023-06-20 02:50:02,651 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 02:50:14,944 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 02:50:27,067 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 373 valid]:
MRR: Tail : 0.41427, Head : 0.23665, Avg : 0.32546
2023-06-20 02:50:27,067 - yago11k_0.0003 - [INFO] - [Epoch 373]: Training Loss: 0.0011046, Valid MRR: 0.32845,
2023-06-20 02:50:27,716 - yago11k_0.0003 - [INFO] - [E:374| 0]: Train Loss:0.0011237, Val MRR:0.32845, yago11k_0.0003
2023-06-20 02:51:32,089 - yago11k_0.0003 - [INFO] - [E:374| 100]: Train Loss:0.0011054, Val MRR:0.32845, yago11k_0.0003
2023-06-20 02:52:36,494 - yago11k_0.0003 - [INFO] - [E:374| 200]: Train Loss:0.0011036, Val MRR:0.32845, yago11k_0.0003
2023-06-20 02:53:40,878 - yago11k_0.0003 - [INFO] - [E:374| 300]: Train Loss:0.001104, Val MRR:0.32845, yago11k_0.0003
2023-06-20 02:54:45,265 - yago11k_0.0003 - [INFO] - [E:374| 400]: Train Loss:0.0011044, Val MRR:0.32845, yago11k_0.0003
2023-06-20 02:55:49,645 - yago11k_0.0003 - [INFO] - [E:374| 500]: Train Loss:0.0011045, Val MRR:0.32845, yago11k_0.0003
2023-06-20 02:56:53,575 - yago11k_0.0003 - [INFO] - [E:374| 600]: Train Loss:0.0011046, Val MRR:0.32845, yago11k_0.0003
2023-06-20 02:56:53,576 - yago11k_0.0003 - [INFO] - [Epoch:374]: Training Loss:0.001105
2023-06-20 02:56:53,795 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 02:57:06,080 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 02:57:18,193 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 374 valid]:
MRR: Tail : 0.41549, Head : 0.23589, Avg : 0.32569
2023-06-20 02:57:18,193 - yago11k_0.0003 - [INFO] - [Epoch 374]: Training Loss: 0.0011046, Valid MRR: 0.32845,
2023-06-20 02:57:18,844 - yago11k_0.0003 - [INFO] - [E:375| 0]: Train Loss:0.0010991, Val MRR:0.32845, yago11k_0.0003
2023-06-20 02:58:23,226 - yago11k_0.0003 - [INFO] - [E:375| 100]: Train Loss:0.0011039, Val MRR:0.32845, yago11k_0.0003
2023-06-20 02:59:27,583 - yago11k_0.0003 - [INFO] - [E:375| 200]: Train Loss:0.0011037, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:00:31,961 - yago11k_0.0003 - [INFO] - [E:375| 300]: Train Loss:0.0011043, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:01:36,352 - yago11k_0.0003 - [INFO] - [E:375| 400]: Train Loss:0.0011043, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:02:40,706 - yago11k_0.0003 - [INFO] - [E:375| 500]: Train Loss:0.001105, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:03:44,654 - yago11k_0.0003 - [INFO] - [E:375| 600]: Train Loss:0.0011047, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:03:44,654 - yago11k_0.0003 - [INFO] - [Epoch:375]: Training Loss:0.001105
2023-06-20 03:03:44,874 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 03:03:57,154 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 03:04:09,277 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 375 valid]:
MRR: Tail : 0.40725, Head : 0.23419, Avg : 0.32072
2023-06-20 03:04:09,277 - yago11k_0.0003 - [INFO] - [Epoch 375]: Training Loss: 0.0011047, Valid MRR: 0.32845,
2023-06-20 03:04:09,926 - yago11k_0.0003 - [INFO] - [E:376| 0]: Train Loss:0.0010807, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:05:14,325 - yago11k_0.0003 - [INFO] - [E:376| 100]: Train Loss:0.0011027, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:06:18,702 - yago11k_0.0003 - [INFO] - [E:376| 200]: Train Loss:0.0011046, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:07:23,084 - yago11k_0.0003 - [INFO] - [E:376| 300]: Train Loss:0.0011046, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:08:27,445 - yago11k_0.0003 - [INFO] - [E:376| 400]: Train Loss:0.0011041, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:09:31,848 - yago11k_0.0003 - [INFO] - [E:376| 500]: Train Loss:0.0011046, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:10:35,791 - yago11k_0.0003 - [INFO] - [E:376| 600]: Train Loss:0.0011049, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:10:35,791 - yago11k_0.0003 - [INFO] - [Epoch:376]: Training Loss:0.001105
2023-06-20 03:10:36,010 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 03:10:48,297 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 03:11:00,413 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 376 valid]:
MRR: Tail : 0.41384, Head : 0.23532, Avg : 0.32458
2023-06-20 03:11:00,413 - yago11k_0.0003 - [INFO] - [Epoch 376]: Training Loss: 0.0011049, Valid MRR: 0.32845,
2023-06-20 03:11:01,061 - yago11k_0.0003 - [INFO] - [E:377| 0]: Train Loss:0.0010924, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:12:05,447 - yago11k_0.0003 - [INFO] - [E:377| 100]: Train Loss:0.0011065, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:13:09,829 - yago11k_0.0003 - [INFO] - [E:377| 200]: Train Loss:0.0011063, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:14:14,222 - yago11k_0.0003 - [INFO] - [E:377| 300]: Train Loss:0.0011057, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:15:18,612 - yago11k_0.0003 - [INFO] - [E:377| 400]: Train Loss:0.0011051, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:16:23,012 - yago11k_0.0003 - [INFO] - [E:377| 500]: Train Loss:0.0011046, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:17:26,970 - yago11k_0.0003 - [INFO] - [E:377| 600]: Train Loss:0.0011046, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:17:26,970 - yago11k_0.0003 - [INFO] - [Epoch:377]: Training Loss:0.001105
2023-06-20 03:17:27,189 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 03:17:39,476 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 03:17:51,606 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 377 valid]:
MRR: Tail : 0.40954, Head : 0.23594, Avg : 0.32274
2023-06-20 03:17:51,607 - yago11k_0.0003 - [INFO] - [Epoch 377]: Training Loss: 0.0011046, Valid MRR: 0.32845,
2023-06-20 03:17:52,257 - yago11k_0.0003 - [INFO] - [E:378| 0]: Train Loss:0.0010959, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:18:56,610 - yago11k_0.0003 - [INFO] - [E:378| 100]: Train Loss:0.0011032, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:20:00,950 - yago11k_0.0003 - [INFO] - [E:378| 200]: Train Loss:0.0011057, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:21:05,349 - yago11k_0.0003 - [INFO] - [E:378| 300]: Train Loss:0.0011047, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:22:09,744 - yago11k_0.0003 - [INFO] - [E:378| 400]: Train Loss:0.0011044, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:23:14,137 - yago11k_0.0003 - [INFO] - [E:378| 500]: Train Loss:0.0011047, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:24:18,137 - yago11k_0.0003 - [INFO] - [E:378| 600]: Train Loss:0.0011047, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:24:18,137 - yago11k_0.0003 - [INFO] - [Epoch:378]: Training Loss:0.001105
2023-06-20 03:24:18,357 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 03:24:30,656 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 03:24:42,787 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 378 valid]:
MRR: Tail : 0.41354, Head : 0.23609, Avg : 0.32482
2023-06-20 03:24:42,788 - yago11k_0.0003 - [INFO] - [Epoch 378]: Training Loss: 0.0011047, Valid MRR: 0.32845,
2023-06-20 03:24:43,437 - yago11k_0.0003 - [INFO] - [E:379| 0]: Train Loss:0.0010857, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:25:47,793 - yago11k_0.0003 - [INFO] - [E:379| 100]: Train Loss:0.0011048, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:26:52,178 - yago11k_0.0003 - [INFO] - [E:379| 200]: Train Loss:0.0011033, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:27:56,579 - yago11k_0.0003 - [INFO] - [E:379| 300]: Train Loss:0.0011033, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:29:00,950 - yago11k_0.0003 - [INFO] - [E:379| 400]: Train Loss:0.0011034, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:30:05,331 - yago11k_0.0003 - [INFO] - [E:379| 500]: Train Loss:0.0011036, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:31:09,309 - yago11k_0.0003 - [INFO] - [E:379| 600]: Train Loss:0.0011043, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:31:09,309 - yago11k_0.0003 - [INFO] - [Epoch:379]: Training Loss:0.001104
2023-06-20 03:31:09,529 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 03:31:21,836 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 03:31:33,960 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 379 valid]:
MRR: Tail : 0.41078, Head : 0.23426, Avg : 0.32252
MR: Tail : 780.56, Head : 1128.0, Avg : 954.29
Hit-1: Tail : 0.31995, Head : 0.19297, Avg : 0.25646
Hit-3: Tail : 0.46179, Head : 0.22867, Avg : 0.34523
Hit-10: Tail : 0.57891, Head : 0.32537, Avg : 0.45214
2023-06-20 03:31:33,961 - yago11k_0.0003 - [INFO] - [Epoch 379]: Training Loss: 0.0011043, Valid MRR: 0.32845,
2023-06-20 03:31:34,609 - yago11k_0.0003 - [INFO] - [E:380| 0]: Train Loss:0.0011069, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:32:39,023 - yago11k_0.0003 - [INFO] - [E:380| 100]: Train Loss:0.0011028, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:33:43,428 - yago11k_0.0003 - [INFO] - [E:380| 200]: Train Loss:0.0011058, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:34:47,832 - yago11k_0.0003 - [INFO] - [E:380| 300]: Train Loss:0.0011052, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:35:52,273 - yago11k_0.0003 - [INFO] - [E:380| 400]: Train Loss:0.0011041, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:36:56,676 - yago11k_0.0003 - [INFO] - [E:380| 500]: Train Loss:0.0011043, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:38:00,611 - yago11k_0.0003 - [INFO] - [E:380| 600]: Train Loss:0.0011044, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:38:00,611 - yago11k_0.0003 - [INFO] - [Epoch:380]: Training Loss:0.001104
2023-06-20 03:38:00,832 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 03:38:13,128 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 03:38:25,253 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 380 valid]:
MRR: Tail : 0.41265, Head : 0.23555, Avg : 0.3241
2023-06-20 03:38:25,253 - yago11k_0.0003 - [INFO] - [Epoch 380]: Training Loss: 0.0011044, Valid MRR: 0.32845,
2023-06-20 03:38:25,904 - yago11k_0.0003 - [INFO] - [E:381| 0]: Train Loss:0.0011005, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:39:30,332 - yago11k_0.0003 - [INFO] - [E:381| 100]: Train Loss:0.0011024, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:40:34,710 - yago11k_0.0003 - [INFO] - [E:381| 200]: Train Loss:0.001103, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:41:39,094 - yago11k_0.0003 - [INFO] - [E:381| 300]: Train Loss:0.0011039, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:42:43,498 - yago11k_0.0003 - [INFO] - [E:381| 400]: Train Loss:0.0011043, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:43:47,909 - yago11k_0.0003 - [INFO] - [E:381| 500]: Train Loss:0.0011042, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:44:51,916 - yago11k_0.0003 - [INFO] - [E:381| 600]: Train Loss:0.0011043, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:44:51,917 - yago11k_0.0003 - [INFO] - [Epoch:381]: Training Loss:0.001104
2023-06-20 03:44:52,136 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 03:45:04,437 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 03:45:16,553 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 381 valid]:
MRR: Tail : 0.41171, Head : 0.23408, Avg : 0.32289
2023-06-20 03:45:16,554 - yago11k_0.0003 - [INFO] - [Epoch 381]: Training Loss: 0.0011043, Valid MRR: 0.32845,
2023-06-20 03:45:17,204 - yago11k_0.0003 - [INFO] - [E:382| 0]: Train Loss:0.0011119, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:46:21,580 - yago11k_0.0003 - [INFO] - [E:382| 100]: Train Loss:0.0011037, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:47:25,936 - yago11k_0.0003 - [INFO] - [E:382| 200]: Train Loss:0.0011033, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:48:30,298 - yago11k_0.0003 - [INFO] - [E:382| 300]: Train Loss:0.0011032, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:49:34,651 - yago11k_0.0003 - [INFO] - [E:382| 400]: Train Loss:0.0011034, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:50:39,024 - yago11k_0.0003 - [INFO] - [E:382| 500]: Train Loss:0.0011034, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:51:42,940 - yago11k_0.0003 - [INFO] - [E:382| 600]: Train Loss:0.0011039, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:51:42,940 - yago11k_0.0003 - [INFO] - [Epoch:382]: Training Loss:0.001104
2023-06-20 03:51:43,160 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 03:51:55,446 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 03:52:07,559 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 382 valid]:
MRR: Tail : 0.41093, Head : 0.23634, Avg : 0.32364
2023-06-20 03:52:07,559 - yago11k_0.0003 - [INFO] - [Epoch 382]: Training Loss: 0.0011039, Valid MRR: 0.32845,
2023-06-20 03:52:08,207 - yago11k_0.0003 - [INFO] - [E:383| 0]: Train Loss:0.001101, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:53:12,567 - yago11k_0.0003 - [INFO] - [E:383| 100]: Train Loss:0.0011063, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:54:16,941 - yago11k_0.0003 - [INFO] - [E:383| 200]: Train Loss:0.0011042, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:55:21,306 - yago11k_0.0003 - [INFO] - [E:383| 300]: Train Loss:0.0011044, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:56:25,681 - yago11k_0.0003 - [INFO] - [E:383| 400]: Train Loss:0.001104, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:57:30,069 - yago11k_0.0003 - [INFO] - [E:383| 500]: Train Loss:0.0011041, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:58:34,017 - yago11k_0.0003 - [INFO] - [E:383| 600]: Train Loss:0.0011042, Val MRR:0.32845, yago11k_0.0003
2023-06-20 03:58:34,017 - yago11k_0.0003 - [INFO] - [Epoch:383]: Training Loss:0.001104
2023-06-20 03:58:34,237 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 03:58:46,524 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 03:58:58,648 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 383 valid]:
MRR: Tail : 0.4162, Head : 0.23413, Avg : 0.32516
2023-06-20 03:58:58,648 - yago11k_0.0003 - [INFO] - [Epoch 383]: Training Loss: 0.0011042, Valid MRR: 0.32845,
2023-06-20 03:58:59,296 - yago11k_0.0003 - [INFO] - [E:384| 0]: Train Loss:0.0010907, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:00:03,685 - yago11k_0.0003 - [INFO] - [E:384| 100]: Train Loss:0.0011028, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:01:08,078 - yago11k_0.0003 - [INFO] - [E:384| 200]: Train Loss:0.0011028, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:02:12,431 - yago11k_0.0003 - [INFO] - [E:384| 300]: Train Loss:0.0011033, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:03:16,763 - yago11k_0.0003 - [INFO] - [E:384| 400]: Train Loss:0.0011036, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:04:21,128 - yago11k_0.0003 - [INFO] - [E:384| 500]: Train Loss:0.0011042, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:05:25,001 - yago11k_0.0003 - [INFO] - [E:384| 600]: Train Loss:0.0011042, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:05:25,001 - yago11k_0.0003 - [INFO] - [Epoch:384]: Training Loss:0.001104
2023-06-20 04:05:25,221 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 04:05:37,506 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 04:05:49,618 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 384 valid]:
MRR: Tail : 0.41369, Head : 0.23622, Avg : 0.32495
2023-06-20 04:05:49,618 - yago11k_0.0003 - [INFO] - [Epoch 384]: Training Loss: 0.0011042, Valid MRR: 0.32845,
2023-06-20 04:05:50,267 - yago11k_0.0003 - [INFO] - [E:385| 0]: Train Loss:0.0011081, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:06:54,562 - yago11k_0.0003 - [INFO] - [E:385| 100]: Train Loss:0.0011028, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:07:58,869 - yago11k_0.0003 - [INFO] - [E:385| 200]: Train Loss:0.0011029, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:09:03,128 - yago11k_0.0003 - [INFO] - [E:385| 300]: Train Loss:0.0011033, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:10:07,466 - yago11k_0.0003 - [INFO] - [E:385| 400]: Train Loss:0.0011038, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:11:11,744 - yago11k_0.0003 - [INFO] - [E:385| 500]: Train Loss:0.0011039, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:12:15,591 - yago11k_0.0003 - [INFO] - [E:385| 600]: Train Loss:0.0011043, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:12:15,591 - yago11k_0.0003 - [INFO] - [Epoch:385]: Training Loss:0.001104
2023-06-20 04:12:15,810 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 04:12:28,092 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 04:12:40,213 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 385 valid]:
MRR: Tail : 0.4123, Head : 0.23488, Avg : 0.32359
2023-06-20 04:12:40,213 - yago11k_0.0003 - [INFO] - [Epoch 385]: Training Loss: 0.0011043, Valid MRR: 0.32845,
2023-06-20 04:12:40,861 - yago11k_0.0003 - [INFO] - [E:386| 0]: Train Loss:0.0010989, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:13:45,195 - yago11k_0.0003 - [INFO] - [E:386| 100]: Train Loss:0.0011049, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:14:49,466 - yago11k_0.0003 - [INFO] - [E:386| 200]: Train Loss:0.0011044, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:15:53,732 - yago11k_0.0003 - [INFO] - [E:386| 300]: Train Loss:0.0011042, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:16:58,012 - yago11k_0.0003 - [INFO] - [E:386| 400]: Train Loss:0.0011037, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:18:02,299 - yago11k_0.0003 - [INFO] - [E:386| 500]: Train Loss:0.0011038, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:19:06,173 - yago11k_0.0003 - [INFO] - [E:386| 600]: Train Loss:0.0011041, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:19:06,173 - yago11k_0.0003 - [INFO] - [Epoch:386]: Training Loss:0.001104
2023-06-20 04:19:06,392 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 04:19:18,680 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 04:19:30,802 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 386 valid]:
MRR: Tail : 0.41013, Head : 0.23452, Avg : 0.32233
2023-06-20 04:19:30,802 - yago11k_0.0003 - [INFO] - [Epoch 386]: Training Loss: 0.0011041, Valid MRR: 0.32845,
2023-06-20 04:19:31,452 - yago11k_0.0003 - [INFO] - [E:387| 0]: Train Loss:0.0010959, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:20:35,793 - yago11k_0.0003 - [INFO] - [E:387| 100]: Train Loss:0.0011042, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:21:40,072 - yago11k_0.0003 - [INFO] - [E:387| 200]: Train Loss:0.0011046, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:22:44,380 - yago11k_0.0003 - [INFO] - [E:387| 300]: Train Loss:0.0011039, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:23:48,884 - yago11k_0.0003 - [INFO] - [E:387| 400]: Train Loss:0.001104, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:24:53,790 - yago11k_0.0003 - [INFO] - [E:387| 500]: Train Loss:0.0011039, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:25:58,539 - yago11k_0.0003 - [INFO] - [E:387| 600]: Train Loss:0.0011041, Val MRR:0.32845, yago11k_0.0003
2023-06-20 04:25:58,540 - yago11k_0.0003 - [INFO] - [Epoch:387]: Training Loss:0.001104
2023-06-20 04:25:58,769 - yago11k_0.0003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.0003
2023-06-20 04:26:11,219 - yago11k_0.0003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.0003
2023-06-20 04:26:23,436 - yago11k_0.0003 - [INFO] - [Evaluating Epoch 387 valid]:
MRR: Tail : 0.41692, Head : 0.2347, Avg : 0.32581
2023-06-20 04:26:23,436 - yago11k_0.0003 - [INFO] - [Epoch 387]: Training Loss: 0.0011041, Valid MRR: 0.32845,
2023-06-20 04:26:24,093 - yago11k_0.0003 - [INFO] - [E:388| 0]: Train Loss:0.001098, Val MRR:0.32845, yago11k_0.0003
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