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Thesis/log/yago11k_0.00003

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update viz util
2023-06-24 04:11:17 +00:00
2023-06-04 17:06:50,608 - yago11k_0.00003 - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.00003', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False}
2023-06-04 17:06:59,763 - yago11k_0.00003 - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k_0.00003
2023-06-04 17:09:01,902 - yago11k_0.00003 - [INFO] - [E:0| 100]: Train Loss:0.36829, Val MRR:0.0, yago11k_0.00003
2023-06-04 17:11:04,633 - yago11k_0.00003 - [INFO] - [E:0| 200]: Train Loss:0.24104, Val MRR:0.0, yago11k_0.00003
2023-06-04 17:13:07,374 - yago11k_0.00003 - [INFO] - [E:0| 300]: Train Loss:0.17894, Val MRR:0.0, yago11k_0.00003
2023-06-04 17:15:10,045 - yago11k_0.00003 - [INFO] - [E:0| 400]: Train Loss:0.14244, Val MRR:0.0, yago11k_0.00003
2023-06-04 17:17:12,549 - yago11k_0.00003 - [INFO] - [E:0| 500]: Train Loss:0.11843, Val MRR:0.0, yago11k_0.00003
2023-06-04 17:19:14,474 - yago11k_0.00003 - [INFO] - [E:0| 600]: Train Loss:0.10144, Val MRR:0.0, yago11k_0.00003
2023-06-04 17:19:14,475 - yago11k_0.00003 - [INFO] - [Epoch:0]: Training Loss:0.1014
2023-06-04 17:19:14,993 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 17:19:39,463 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 17:20:03,561 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 0 valid]:
MRR: Tail : 0.05621, Head : 0.00092, Avg : 0.02857
2023-06-04 17:20:04,647 - yago11k_0.00003 - [INFO] - [Epoch 0]: Training Loss: 0.10144, Valid MRR: 0.02857,
2023-06-04 17:20:05,899 - yago11k_0.00003 - [INFO] - [E:1| 0]: Train Loss:0.014098, Val MRR:0.02857, yago11k_0.00003
2023-06-04 17:22:08,092 - yago11k_0.00003 - [INFO] - [E:1| 100]: Train Loss:0.012657, Val MRR:0.02857, yago11k_0.00003
2023-06-04 17:24:10,672 - yago11k_0.00003 - [INFO] - [E:1| 200]: Train Loss:0.011443, Val MRR:0.02857, yago11k_0.00003
2023-06-04 17:26:00,635 - yago11k_0.00003 - [INFO] - [E:1| 300]: Train Loss:0.010472, Val MRR:0.02857, yago11k_0.00003
2023-06-04 17:27:27,005 - yago11k_0.00003 - [INFO] - [E:1| 400]: Train Loss:0.0096771, Val MRR:0.02857, yago11k_0.00003
2023-06-04 17:29:11,418 - yago11k_0.00003 - [INFO] - [E:1| 500]: Train Loss:0.0090146, Val MRR:0.02857, yago11k_0.00003
2023-06-04 17:31:12,347 - yago11k_0.00003 - [INFO] - [E:1| 600]: Train Loss:0.0084551, Val MRR:0.02857, yago11k_0.00003
2023-06-04 17:31:12,347 - yago11k_0.00003 - [INFO] - [Epoch:1]: Training Loss:0.008455
2023-06-04 17:31:12,719 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 17:31:37,135 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 17:32:00,938 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 1 valid]:
MRR: Tail : 0.07203, Head : 0.00071, Avg : 0.03637
2023-06-04 17:32:02,160 - yago11k_0.00003 - [INFO] - [Epoch 1]: Training Loss: 0.0084551, Valid MRR: 0.03637,
2023-06-04 17:32:03,282 - yago11k_0.00003 - [INFO] - [E:2| 0]: Train Loss:0.0053897, Val MRR:0.03637, yago11k_0.00003
2023-06-04 17:34:05,258 - yago11k_0.00003 - [INFO] - [E:2| 100]: Train Loss:0.0050596, Val MRR:0.03637, yago11k_0.00003
2023-06-04 17:36:07,330 - yago11k_0.00003 - [INFO] - [E:2| 200]: Train Loss:0.0048453, Val MRR:0.03637, yago11k_0.00003
2023-06-04 17:38:09,565 - yago11k_0.00003 - [INFO] - [E:2| 300]: Train Loss:0.0046579, Val MRR:0.03637, yago11k_0.00003
2023-06-04 17:40:11,804 - yago11k_0.00003 - [INFO] - [E:2| 400]: Train Loss:0.0044834, Val MRR:0.03637, yago11k_0.00003
2023-06-04 17:42:13,797 - yago11k_0.00003 - [INFO] - [E:2| 500]: Train Loss:0.0043295, Val MRR:0.03637, yago11k_0.00003
2023-06-04 17:44:14,923 - yago11k_0.00003 - [INFO] - [E:2| 600]: Train Loss:0.0041901, Val MRR:0.03637, yago11k_0.00003
2023-06-04 17:44:14,924 - yago11k_0.00003 - [INFO] - [Epoch:2]: Training Loss:0.00419
2023-06-04 17:44:15,308 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 17:44:39,688 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 17:45:03,631 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 2 valid]:
MRR: Tail : 0.07364, Head : 0.00065, Avg : 0.03714
2023-06-04 17:45:04,846 - yago11k_0.00003 - [INFO] - [Epoch 2]: Training Loss: 0.0041901, Valid MRR: 0.03714,
2023-06-04 17:45:06,094 - yago11k_0.00003 - [INFO] - [E:3| 0]: Train Loss:0.0034169, Val MRR:0.03714, yago11k_0.00003
2023-06-04 17:47:08,120 - yago11k_0.00003 - [INFO] - [E:3| 100]: Train Loss:0.0033231, Val MRR:0.03714, yago11k_0.00003
2023-06-04 17:48:41,023 - yago11k_0.00003 - [INFO] - [E:3| 200]: Train Loss:0.003252, Val MRR:0.03714, yago11k_0.00003
2023-06-04 17:50:32,826 - yago11k_0.00003 - [INFO] - [E:3| 300]: Train Loss:0.0031852, Val MRR:0.03714, yago11k_0.00003
2023-06-04 17:52:34,742 - yago11k_0.00003 - [INFO] - [E:3| 400]: Train Loss:0.0031191, Val MRR:0.03714, yago11k_0.00003
2023-06-04 17:54:36,581 - yago11k_0.00003 - [INFO] - [E:3| 500]: Train Loss:0.00306, Val MRR:0.03714, yago11k_0.00003
2023-06-04 17:56:37,710 - yago11k_0.00003 - [INFO] - [E:3| 600]: Train Loss:0.0030103, Val MRR:0.03714, yago11k_0.00003
2023-06-04 17:56:37,711 - yago11k_0.00003 - [INFO] - [Epoch:3]: Training Loss:0.00301
2023-06-04 17:56:38,159 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 17:57:02,577 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 17:57:26,472 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 3 valid]:
MRR: Tail : 0.06552, Head : 0.00061, Avg : 0.03306
2023-06-04 17:57:26,472 - yago11k_0.00003 - [INFO] - [Epoch 3]: Training Loss: 0.0030103, Valid MRR: 0.03714,
2023-06-04 17:57:27,651 - yago11k_0.00003 - [INFO] - [E:4| 0]: Train Loss:0.0026698, Val MRR:0.03714, yago11k_0.00003
2023-06-04 17:59:29,722 - yago11k_0.00003 - [INFO] - [E:4| 100]: Train Loss:0.0026825, Val MRR:0.03714, yago11k_0.00003
2023-06-04 18:01:31,855 - yago11k_0.00003 - [INFO] - [E:4| 200]: Train Loss:0.0026365, Val MRR:0.03714, yago11k_0.00003
2023-06-04 18:03:33,723 - yago11k_0.00003 - [INFO] - [E:4| 300]: Train Loss:0.0026079, Val MRR:0.03714, yago11k_0.00003
2023-06-04 18:05:35,754 - yago11k_0.00003 - [INFO] - [E:4| 400]: Train Loss:0.002583, Val MRR:0.03714, yago11k_0.00003
2023-06-04 18:07:37,591 - yago11k_0.00003 - [INFO] - [E:4| 500]: Train Loss:0.0025611, Val MRR:0.03714, yago11k_0.00003
2023-06-04 18:09:18,517 - yago11k_0.00003 - [INFO] - [E:4| 600]: Train Loss:0.0025447, Val MRR:0.03714, yago11k_0.00003
2023-06-04 18:09:18,517 - yago11k_0.00003 - [INFO] - [Epoch:4]: Training Loss:0.002545
2023-06-04 18:09:18,843 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 18:09:36,773 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 18:09:54,576 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 4 valid]:
MRR: Tail : 0.07528, Head : 0.00075, Avg : 0.03802
2023-06-04 18:09:56,160 - yago11k_0.00003 - [INFO] - [Epoch 4]: Training Loss: 0.0025447, Valid MRR: 0.03802,
2023-06-04 18:09:57,042 - yago11k_0.00003 - [INFO] - [E:5| 0]: Train Loss:0.0023094, Val MRR:0.03802, yago11k_0.00003
2023-06-04 18:11:52,592 - yago11k_0.00003 - [INFO] - [E:5| 100]: Train Loss:0.002405, Val MRR:0.03802, yago11k_0.00003
2023-06-04 18:13:55,206 - yago11k_0.00003 - [INFO] - [E:5| 200]: Train Loss:0.0023851, Val MRR:0.03802, yago11k_0.00003
2023-06-04 18:15:57,900 - yago11k_0.00003 - [INFO] - [E:5| 300]: Train Loss:0.0023725, Val MRR:0.03802, yago11k_0.00003
2023-06-04 18:18:00,847 - yago11k_0.00003 - [INFO] - [E:5| 400]: Train Loss:0.0023596, Val MRR:0.03802, yago11k_0.00003
2023-06-04 18:20:03,510 - yago11k_0.00003 - [INFO] - [E:5| 500]: Train Loss:0.0023456, Val MRR:0.03802, yago11k_0.00003
2023-06-04 18:22:05,516 - yago11k_0.00003 - [INFO] - [E:5| 600]: Train Loss:0.0023323, Val MRR:0.03802, yago11k_0.00003
2023-06-04 18:22:05,516 - yago11k_0.00003 - [INFO] - [Epoch:5]: Training Loss:0.002332
2023-06-04 18:22:05,876 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 18:22:30,432 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 18:22:54,622 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 5 valid]:
MRR: Tail : 0.07903, Head : 0.00081, Avg : 0.03992
2023-06-04 18:22:55,768 - yago11k_0.00003 - [INFO] - [Epoch 5]: Training Loss: 0.0023323, Valid MRR: 0.03992,
2023-06-04 18:22:56,974 - yago11k_0.00003 - [INFO] - [E:6| 0]: Train Loss:0.0025447, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:24:59,512 - yago11k_0.00003 - [INFO] - [E:6| 100]: Train Loss:0.0022506, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:27:02,151 - yago11k_0.00003 - [INFO] - [E:6| 200]: Train Loss:0.0022383, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:29:04,764 - yago11k_0.00003 - [INFO] - [E:6| 300]: Train Loss:0.0022347, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:30:32,735 - yago11k_0.00003 - [INFO] - [E:6| 400]: Train Loss:0.0022311, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:32:04,727 - yago11k_0.00003 - [INFO] - [E:6| 500]: Train Loss:0.0022302, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:34:06,891 - yago11k_0.00003 - [INFO] - [E:6| 600]: Train Loss:0.0022295, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:34:06,892 - yago11k_0.00003 - [INFO] - [Epoch:6]: Training Loss:0.00223
2023-06-04 18:34:07,407 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 18:34:32,023 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 18:34:56,142 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 6 valid]:
MRR: Tail : 0.07508, Head : 0.00092, Avg : 0.038
2023-06-04 18:34:56,142 - yago11k_0.00003 - [INFO] - [Epoch 6]: Training Loss: 0.0022295, Valid MRR: 0.03992,
2023-06-04 18:34:57,383 - yago11k_0.00003 - [INFO] - [E:7| 0]: Train Loss:0.0021228, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:36:59,949 - yago11k_0.00003 - [INFO] - [E:7| 100]: Train Loss:0.0021803, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:39:02,907 - yago11k_0.00003 - [INFO] - [E:7| 200]: Train Loss:0.0021782, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:41:05,954 - yago11k_0.00003 - [INFO] - [E:7| 300]: Train Loss:0.0021829, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:43:08,880 - yago11k_0.00003 - [INFO] - [E:7| 400]: Train Loss:0.0021847, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:45:11,698 - yago11k_0.00003 - [INFO] - [E:7| 500]: Train Loss:0.0021826, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:47:13,874 - yago11k_0.00003 - [INFO] - [E:7| 600]: Train Loss:0.0021781, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:47:13,875 - yago11k_0.00003 - [INFO] - [Epoch:7]: Training Loss:0.002178
2023-06-04 18:47:14,320 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 18:47:38,877 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 18:48:03,052 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 7 valid]:
MRR: Tail : 0.07258, Head : 0.00096, Avg : 0.03677
2023-06-04 18:48:03,053 - yago11k_0.00003 - [INFO] - [Epoch 7]: Training Loss: 0.0021781, Valid MRR: 0.03992,
2023-06-04 18:48:04,314 - yago11k_0.00003 - [INFO] - [E:8| 0]: Train Loss:0.0022541, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:50:07,005 - yago11k_0.00003 - [INFO] - [E:8| 100]: Train Loss:0.0021498, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:51:41,760 - yago11k_0.00003 - [INFO] - [E:8| 200]: Train Loss:0.0021634, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:53:08,016 - yago11k_0.00003 - [INFO] - [E:8| 300]: Train Loss:0.002157, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:55:09,434 - yago11k_0.00003 - [INFO] - [E:8| 400]: Train Loss:0.0021542, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:57:12,445 - yago11k_0.00003 - [INFO] - [E:8| 500]: Train Loss:0.0021538, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:59:14,643 - yago11k_0.00003 - [INFO] - [E:8| 600]: Train Loss:0.0021537, Val MRR:0.03992, yago11k_0.00003
2023-06-04 18:59:14,643 - yago11k_0.00003 - [INFO] - [Epoch:8]: Training Loss:0.002154
2023-06-04 18:59:15,088 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 18:59:39,677 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 19:00:03,821 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 8 valid]:
MRR: Tail : 0.08409, Head : 0.00115, Avg : 0.04262
2023-06-04 19:00:05,085 - yago11k_0.00003 - [INFO] - [Epoch 8]: Training Loss: 0.0021537, Valid MRR: 0.04262,
2023-06-04 19:00:06,319 - yago11k_0.00003 - [INFO] - [E:9| 0]: Train Loss:0.0021061, Val MRR:0.04262, yago11k_0.00003
2023-06-04 19:02:09,254 - yago11k_0.00003 - [INFO] - [E:9| 100]: Train Loss:0.0021548, Val MRR:0.04262, yago11k_0.00003
2023-06-04 19:04:11,795 - yago11k_0.00003 - [INFO] - [E:9| 200]: Train Loss:0.0021475, Val MRR:0.04262, yago11k_0.00003
2023-06-04 19:06:14,589 - yago11k_0.00003 - [INFO] - [E:9| 300]: Train Loss:0.0021463, Val MRR:0.04262, yago11k_0.00003
2023-06-04 19:08:17,005 - yago11k_0.00003 - [INFO] - [E:9| 400]: Train Loss:0.0021434, Val MRR:0.04262, yago11k_0.00003
2023-06-04 19:10:20,112 - yago11k_0.00003 - [INFO] - [E:9| 500]: Train Loss:0.0021417, Val MRR:0.04262, yago11k_0.00003
2023-06-04 19:12:16,139 - yago11k_0.00003 - [INFO] - [E:9| 600]: Train Loss:0.0021408, Val MRR:0.04262, yago11k_0.00003
2023-06-04 19:12:16,140 - yago11k_0.00003 - [INFO] - [Epoch:9]: Training Loss:0.002141
2023-06-04 19:12:16,506 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 19:12:32,965 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 19:12:49,256 - yago11k_0.00003 - [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
2023-06-04 19:12:50,559 - yago11k_0.00003 - [INFO] - [Epoch 9]: Training Loss: 0.0021408, Valid MRR: 0.04905,
2023-06-04 19:12:51,460 - yago11k_0.00003 - [INFO] - [E:10| 0]: Train Loss:0.0020497, Val MRR:0.04905, yago11k_0.00003
2023-06-04 19:14:17,672 - yago11k_0.00003 - [INFO] - [E:10| 100]: Train Loss:0.0021407, Val MRR:0.04905, yago11k_0.00003
2023-06-04 19:16:12,439 - yago11k_0.00003 - [INFO] - [E:10| 200]: Train Loss:0.0021328, Val MRR:0.04905, yago11k_0.00003
2023-06-04 19:18:15,429 - yago11k_0.00003 - [INFO] - [E:10| 300]: Train Loss:0.0021293, Val MRR:0.04905, yago11k_0.00003
2023-06-04 19:20:18,485 - yago11k_0.00003 - [INFO] - [E:10| 400]: Train Loss:0.0021279, Val MRR:0.04905, yago11k_0.00003
2023-06-04 19:22:21,477 - yago11k_0.00003 - [INFO] - [E:10| 500]: Train Loss:0.0021285, Val MRR:0.04905, yago11k_0.00003
2023-06-04 19:24:23,384 - yago11k_0.00003 - [INFO] - [E:10| 600]: Train Loss:0.0021274, Val MRR:0.04905, yago11k_0.00003
2023-06-04 19:24:23,384 - yago11k_0.00003 - [INFO] - [Epoch:10]: Training Loss:0.002127
2023-06-04 19:24:23,901 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 19:24:48,489 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 19:25:12,722 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 10 valid]:
MRR: Tail : 0.11586, Head : 0.00281, Avg : 0.05934
2023-06-04 19:25:13,880 - yago11k_0.00003 - [INFO] - [Epoch 10]: Training Loss: 0.0021274, Valid MRR: 0.05934,
2023-06-04 19:25:15,088 - yago11k_0.00003 - [INFO] - [E:11| 0]: Train Loss:0.0021802, Val MRR:0.05934, yago11k_0.00003
2023-06-04 19:27:17,994 - yago11k_0.00003 - [INFO] - [E:11| 100]: Train Loss:0.0021032, Val MRR:0.05934, yago11k_0.00003
2023-06-04 19:29:21,127 - yago11k_0.00003 - [INFO] - [E:11| 200]: Train Loss:0.0021092, Val MRR:0.05934, yago11k_0.00003
2023-06-04 19:31:23,737 - yago11k_0.00003 - [INFO] - [E:11| 300]: Train Loss:0.0021084, Val MRR:0.05934, yago11k_0.00003
2023-06-04 19:33:26,648 - yago11k_0.00003 - [INFO] - [E:11| 400]: Train Loss:0.0021039, Val MRR:0.05934, yago11k_0.00003
2023-06-04 19:34:53,697 - yago11k_0.00003 - [INFO] - [E:11| 500]: Train Loss:0.0020986, Val MRR:0.05934, yago11k_0.00003
2023-06-04 19:36:26,218 - yago11k_0.00003 - [INFO] - [E:11| 600]: Train Loss:0.0020981, Val MRR:0.05934, yago11k_0.00003
2023-06-04 19:36:26,219 - yago11k_0.00003 - [INFO] - [Epoch:11]: Training Loss:0.002098
2023-06-04 19:36:26,626 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 19:36:51,096 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 19:37:15,115 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 11 valid]:
MRR: Tail : 0.12964, Head : 0.00329, Avg : 0.06647
2023-06-04 19:37:16,438 - yago11k_0.00003 - [INFO] - [Epoch 11]: Training Loss: 0.0020981, Valid MRR: 0.06647,
2023-06-04 19:37:17,682 - yago11k_0.00003 - [INFO] - [E:12| 0]: Train Loss:0.0019769, Val MRR:0.06647, yago11k_0.00003
2023-06-04 19:39:20,621 - yago11k_0.00003 - [INFO] - [E:12| 100]: Train Loss:0.0020848, Val MRR:0.06647, yago11k_0.00003
2023-06-04 19:41:23,564 - yago11k_0.00003 - [INFO] - [E:12| 200]: Train Loss:0.0020907, Val MRR:0.06647, yago11k_0.00003
2023-06-04 19:43:26,258 - yago11k_0.00003 - [INFO] - [E:12| 300]: Train Loss:0.0020877, Val MRR:0.06647, yago11k_0.00003
2023-06-04 19:45:29,332 - yago11k_0.00003 - [INFO] - [E:12| 400]: Train Loss:0.0020815, Val MRR:0.06647, yago11k_0.00003
2023-06-04 19:47:32,353 - yago11k_0.00003 - [INFO] - [E:12| 500]: Train Loss:0.0020756, Val MRR:0.06647, yago11k_0.00003
2023-06-04 19:49:34,357 - yago11k_0.00003 - [INFO] - [E:12| 600]: Train Loss:0.0020709, Val MRR:0.06647, yago11k_0.00003
2023-06-04 19:49:34,358 - yago11k_0.00003 - [INFO] - [Epoch:12]: Training Loss:0.002071
2023-06-04 19:49:34,760 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 19:49:59,196 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 19:50:23,456 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 12 valid]:
MRR: Tail : 0.13661, Head : 0.00381, Avg : 0.07021
2023-06-04 19:50:24,734 - yago11k_0.00003 - [INFO] - [Epoch 12]: Training Loss: 0.0020709, Valid MRR: 0.07021,
2023-06-04 19:50:25,861 - yago11k_0.00003 - [INFO] - [E:13| 0]: Train Loss:0.0019609, Val MRR:0.07021, yago11k_0.00003
2023-06-04 19:52:28,881 - yago11k_0.00003 - [INFO] - [E:13| 100]: Train Loss:0.0020649, Val MRR:0.07021, yago11k_0.00003
2023-06-04 19:54:31,575 - yago11k_0.00003 - [INFO] - [E:13| 200]: Train Loss:0.0020542, Val MRR:0.07021, yago11k_0.00003
2023-06-04 19:56:04,720 - yago11k_0.00003 - [INFO] - [E:13| 300]: Train Loss:0.0020535, Val MRR:0.07021, yago11k_0.00003
2023-06-04 19:57:31,070 - yago11k_0.00003 - [INFO] - [E:13| 400]: Train Loss:0.0020522, Val MRR:0.07021, yago11k_0.00003
2023-06-04 19:59:34,009 - yago11k_0.00003 - [INFO] - [E:13| 500]: Train Loss:0.0020507, Val MRR:0.07021, yago11k_0.00003
2023-06-04 20:01:36,192 - yago11k_0.00003 - [INFO] - [E:13| 600]: Train Loss:0.0020487, Val MRR:0.07021, yago11k_0.00003
2023-06-04 20:01:36,192 - yago11k_0.00003 - [INFO] - [Epoch:13]: Training Loss:0.002049
2023-06-04 20:01:36,650 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 20:02:01,276 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 20:02:25,187 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 13 valid]:
MRR: Tail : 0.15179, Head : 0.00401, Avg : 0.0779
2023-06-04 20:02:26,422 - yago11k_0.00003 - [INFO] - [Epoch 13]: Training Loss: 0.0020487, Valid MRR: 0.0779,
2023-06-04 20:02:27,679 - yago11k_0.00003 - [INFO] - [E:14| 0]: Train Loss:0.0021393, Val MRR:0.0779, yago11k_0.00003
2023-06-04 20:04:30,238 - yago11k_0.00003 - [INFO] - [E:14| 100]: Train Loss:0.0020289, Val MRR:0.0779, yago11k_0.00003
2023-06-04 20:06:33,299 - yago11k_0.00003 - [INFO] - [E:14| 200]: Train Loss:0.0020338, Val MRR:0.0779, yago11k_0.00003
2023-06-04 20:08:36,382 - yago11k_0.00003 - [INFO] - [E:14| 300]: Train Loss:0.0020335, Val MRR:0.0779, yago11k_0.00003
2023-06-04 20:10:39,481 - yago11k_0.00003 - [INFO] - [E:14| 400]: Train Loss:0.002032, Val MRR:0.0779, yago11k_0.00003
2023-06-04 20:12:42,051 - yago11k_0.00003 - [INFO] - [E:14| 500]: Train Loss:0.0020268, Val MRR:0.0779, yago11k_0.00003
2023-06-04 20:14:43,782 - yago11k_0.00003 - [INFO] - [E:14| 600]: Train Loss:0.0020298, Val MRR:0.0779, yago11k_0.00003
2023-06-04 20:14:43,782 - yago11k_0.00003 - [INFO] - [Epoch:14]: Training Loss:0.00203
2023-06-04 20:14:44,285 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 20:15:08,762 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 20:15:32,923 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 14 valid]:
MRR: Tail : 0.15848, Head : 0.00509, Avg : 0.08179
2023-06-04 20:15:34,155 - yago11k_0.00003 - [INFO] - [Epoch 14]: Training Loss: 0.0020298, Valid MRR: 0.08179,
2023-06-04 20:15:35,412 - yago11k_0.00003 - [INFO] - [E:15| 0]: Train Loss:0.0019829, Val MRR:0.08179, yago11k_0.00003
2023-06-04 20:17:15,283 - yago11k_0.00003 - [INFO] - [E:15| 100]: Train Loss:0.0020135, Val MRR:0.08179, yago11k_0.00003
2023-06-04 20:18:41,668 - yago11k_0.00003 - [INFO] - [E:15| 200]: Train Loss:0.0020075, Val MRR:0.08179, yago11k_0.00003
2023-06-04 20:20:38,614 - yago11k_0.00003 - [INFO] - [E:15| 300]: Train Loss:0.0020119, Val MRR:0.08179, yago11k_0.00003
2023-06-04 20:22:41,503 - yago11k_0.00003 - [INFO] - [E:15| 400]: Train Loss:0.00201, Val MRR:0.08179, yago11k_0.00003
2023-06-04 20:24:44,440 - yago11k_0.00003 - [INFO] - [E:15| 500]: Train Loss:0.0020078, Val MRR:0.08179, yago11k_0.00003
2023-06-04 20:26:46,743 - yago11k_0.00003 - [INFO] - [E:15| 600]: Train Loss:0.0020085, Val MRR:0.08179, yago11k_0.00003
2023-06-04 20:26:46,744 - yago11k_0.00003 - [INFO] - [Epoch:15]: Training Loss:0.002009
2023-06-04 20:26:47,265 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 20:27:11,651 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 20:27:35,802 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 15 valid]:
MRR: Tail : 0.17517, Head : 0.00815, Avg : 0.09166
2023-06-04 20:27:37,229 - yago11k_0.00003 - [INFO] - [Epoch 15]: Training Loss: 0.0020085, Valid MRR: 0.09166,
2023-06-04 20:27:38,478 - yago11k_0.00003 - [INFO] - [E:16| 0]: Train Loss:0.0020151, Val MRR:0.09166, yago11k_0.00003
2023-06-04 20:29:41,154 - yago11k_0.00003 - [INFO] - [E:16| 100]: Train Loss:0.0019851, Val MRR:0.09166, yago11k_0.00003
2023-06-04 20:31:43,846 - yago11k_0.00003 - [INFO] - [E:16| 200]: Train Loss:0.0019912, Val MRR:0.09166, yago11k_0.00003
2023-06-04 20:33:46,679 - yago11k_0.00003 - [INFO] - [E:16| 300]: Train Loss:0.0019926, Val MRR:0.09166, yago11k_0.00003
2023-06-04 20:35:49,664 - yago11k_0.00003 - [INFO] - [E:16| 400]: Train Loss:0.0019889, Val MRR:0.09166, yago11k_0.00003
2023-06-04 20:37:51,138 - yago11k_0.00003 - [INFO] - [E:16| 500]: Train Loss:0.0019895, Val MRR:0.09166, yago11k_0.00003
2023-06-04 20:39:16,967 - yago11k_0.00003 - [INFO] - [E:16| 600]: Train Loss:0.0019866, Val MRR:0.09166, yago11k_0.00003
2023-06-04 20:39:16,967 - yago11k_0.00003 - [INFO] - [Epoch:16]: Training Loss:0.001987
2023-06-04 20:39:17,269 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 20:39:33,641 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 20:39:49,826 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 16 valid]:
MRR: Tail : 0.17687, Head : 0.00941, Avg : 0.09314
2023-06-04 20:39:51,151 - yago11k_0.00003 - [INFO] - [Epoch 16]: Training Loss: 0.0019866, Valid MRR: 0.09314,
2023-06-04 20:39:52,006 - yago11k_0.00003 - [INFO] - [E:17| 0]: Train Loss:0.0019333, Val MRR:0.09314, yago11k_0.00003
2023-06-04 20:41:42,021 - yago11k_0.00003 - [INFO] - [E:17| 100]: Train Loss:0.0019763, Val MRR:0.09314, yago11k_0.00003
2023-06-04 20:43:44,930 - yago11k_0.00003 - [INFO] - [E:17| 200]: Train Loss:0.0019642, Val MRR:0.09314, yago11k_0.00003
2023-06-04 20:45:47,686 - yago11k_0.00003 - [INFO] - [E:17| 300]: Train Loss:0.0019694, Val MRR:0.09314, yago11k_0.00003
2023-06-04 20:47:50,436 - yago11k_0.00003 - [INFO] - [E:17| 400]: Train Loss:0.0019709, Val MRR:0.09314, yago11k_0.00003
2023-06-04 20:49:52,852 - yago11k_0.00003 - [INFO] - [E:17| 500]: Train Loss:0.0019665, Val MRR:0.09314, yago11k_0.00003
2023-06-04 20:51:54,954 - yago11k_0.00003 - [INFO] - [E:17| 600]: Train Loss:0.0019626, Val MRR:0.09314, yago11k_0.00003
2023-06-04 20:51:54,955 - yago11k_0.00003 - [INFO] - [Epoch:17]: Training Loss:0.001963
2023-06-04 20:51:55,451 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 20:52:19,977 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 20:52:43,933 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 17 valid]:
MRR: Tail : 0.18024, Head : 0.01324, Avg : 0.09674
2023-06-04 20:52:45,156 - yago11k_0.00003 - [INFO] - [Epoch 17]: Training Loss: 0.0019626, Valid MRR: 0.09674,
2023-06-04 20:52:46,418 - yago11k_0.00003 - [INFO] - [E:18| 0]: Train Loss:0.0019648, Val MRR:0.09674, yago11k_0.00003
2023-06-04 20:54:49,400 - yago11k_0.00003 - [INFO] - [E:18| 100]: Train Loss:0.0019498, Val MRR:0.09674, yago11k_0.00003
2023-06-04 20:56:52,056 - yago11k_0.00003 - [INFO] - [E:18| 200]: Train Loss:0.0019508, Val MRR:0.09674, yago11k_0.00003
2023-06-04 20:58:54,720 - yago11k_0.00003 - [INFO] - [E:18| 300]: Train Loss:0.0019502, Val MRR:0.09674, yago11k_0.00003
2023-06-04 21:00:26,353 - yago11k_0.00003 - [INFO] - [E:18| 400]: Train Loss:0.0019477, Val MRR:0.09674, yago11k_0.00003
2023-06-04 21:01:54,615 - yago11k_0.00003 - [INFO] - [E:18| 500]: Train Loss:0.0019409, Val MRR:0.09674, yago11k_0.00003
2023-06-04 21:03:57,176 - yago11k_0.00003 - [INFO] - [E:18| 600]: Train Loss:0.0019391, Val MRR:0.09674, yago11k_0.00003
2023-06-04 21:03:57,177 - yago11k_0.00003 - [INFO] - [Epoch:18]: Training Loss:0.001939
2023-06-04 21:03:57,565 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 21:04:22,182 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 21:04:46,468 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 18 valid]:
MRR: Tail : 0.18341, Head : 0.01697, Avg : 0.10019
2023-06-04 21:04:47,739 - yago11k_0.00003 - [INFO] - [Epoch 18]: Training Loss: 0.0019391, Valid MRR: 0.10019,
2023-06-04 21:04:48,878 - yago11k_0.00003 - [INFO] - [E:19| 0]: Train Loss:0.0020229, Val MRR:0.10019, yago11k_0.00003
2023-06-04 21:06:52,080 - yago11k_0.00003 - [INFO] - [E:19| 100]: Train Loss:0.001928, Val MRR:0.10019, yago11k_0.00003
2023-06-04 21:08:54,996 - yago11k_0.00003 - [INFO] - [E:19| 200]: Train Loss:0.001927, Val MRR:0.10019, yago11k_0.00003
2023-06-04 21:10:58,019 - yago11k_0.00003 - [INFO] - [E:19| 300]: Train Loss:0.0019232, Val MRR:0.10019, yago11k_0.00003
2023-06-04 21:13:00,930 - yago11k_0.00003 - [INFO] - [E:19| 400]: Train Loss:0.0019186, Val MRR:0.10019, yago11k_0.00003
2023-06-04 21:15:04,038 - yago11k_0.00003 - [INFO] - [E:19| 500]: Train Loss:0.0019161, Val MRR:0.10019, yago11k_0.00003
2023-06-04 21:17:06,150 - yago11k_0.00003 - [INFO] - [E:19| 600]: Train Loss:0.0019145, Val MRR:0.10019, yago11k_0.00003
2023-06-04 21:17:06,150 - yago11k_0.00003 - [INFO] - [Epoch:19]: Training Loss:0.001915
2023-06-04 21:17:06,614 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 21:17:31,293 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 21:17:55,319 - yago11k_0.00003 - [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
2023-06-04 21:17:56,635 - yago11k_0.00003 - [INFO] - [Epoch 19]: Training Loss: 0.0019145, Valid MRR: 0.10186,
2023-06-04 21:17:57,912 - yago11k_0.00003 - [INFO] - [E:20| 0]: Train Loss:0.0018055, Val MRR:0.10186, yago11k_0.00003
2023-06-04 21:20:00,648 - yago11k_0.00003 - [INFO] - [E:20| 100]: Train Loss:0.0018947, Val MRR:0.10186, yago11k_0.00003
2023-06-04 21:21:38,159 - yago11k_0.00003 - [INFO] - [E:20| 200]: Train Loss:0.0018972, Val MRR:0.10186, yago11k_0.00003
2023-06-04 21:23:04,677 - yago11k_0.00003 - [INFO] - [E:20| 300]: Train Loss:0.0018955, Val MRR:0.10186, yago11k_0.00003
2023-06-04 21:25:04,180 - yago11k_0.00003 - [INFO] - [E:20| 400]: Train Loss:0.0018928, Val MRR:0.10186, yago11k_0.00003
2023-06-04 21:27:07,425 - yago11k_0.00003 - [INFO] - [E:20| 500]: Train Loss:0.0018887, Val MRR:0.10186, yago11k_0.00003
2023-06-04 21:29:09,702 - yago11k_0.00003 - [INFO] - [E:20| 600]: Train Loss:0.0018885, Val MRR:0.10186, yago11k_0.00003
2023-06-04 21:29:09,702 - yago11k_0.00003 - [INFO] - [Epoch:20]: Training Loss:0.001889
2023-06-04 21:29:10,096 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 21:29:34,646 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 21:29:58,901 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 20 valid]:
MRR: Tail : 0.18755, Head : 0.02308, Avg : 0.10531
2023-06-04 21:30:00,176 - yago11k_0.00003 - [INFO] - [Epoch 20]: Training Loss: 0.0018885, Valid MRR: 0.10531,
2023-06-04 21:30:01,449 - yago11k_0.00003 - [INFO] - [E:21| 0]: Train Loss:0.0018059, Val MRR:0.10531, yago11k_0.00003
2023-06-04 21:32:04,148 - yago11k_0.00003 - [INFO] - [E:21| 100]: Train Loss:0.0018555, Val MRR:0.10531, yago11k_0.00003
2023-06-04 21:34:07,211 - yago11k_0.00003 - [INFO] - [E:21| 200]: Train Loss:0.0018627, Val MRR:0.10531, yago11k_0.00003
2023-06-04 21:36:09,999 - yago11k_0.00003 - [INFO] - [E:21| 300]: Train Loss:0.0018617, Val MRR:0.10531, yago11k_0.00003
2023-06-04 21:38:13,123 - yago11k_0.00003 - [INFO] - [E:21| 400]: Train Loss:0.0018609, Val MRR:0.10531, yago11k_0.00003
2023-06-04 21:40:16,107 - yago11k_0.00003 - [INFO] - [E:21| 500]: Train Loss:0.0018628, Val MRR:0.10531, yago11k_0.00003
2023-06-04 21:42:13,574 - yago11k_0.00003 - [INFO] - [E:21| 600]: Train Loss:0.001863, Val MRR:0.10531, yago11k_0.00003
2023-06-04 21:42:13,574 - yago11k_0.00003 - [INFO] - [Epoch:21]: Training Loss:0.001863
2023-06-04 21:42:13,889 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 21:42:30,262 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 21:42:46,493 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 21 valid]:
MRR: Tail : 0.18825, Head : 0.02455, Avg : 0.1064
2023-06-04 21:42:47,799 - yago11k_0.00003 - [INFO] - [Epoch 21]: Training Loss: 0.001863, Valid MRR: 0.1064,
2023-06-04 21:42:48,689 - yago11k_0.00003 - [INFO] - [E:22| 0]: Train Loss:0.001819, Val MRR:0.1064, yago11k_0.00003
2023-06-04 21:44:14,878 - yago11k_0.00003 - [INFO] - [E:22| 100]: Train Loss:0.0018519, Val MRR:0.1064, yago11k_0.00003
2023-06-04 21:46:08,466 - yago11k_0.00003 - [INFO] - [E:22| 200]: Train Loss:0.0018454, Val MRR:0.1064, yago11k_0.00003
2023-06-04 21:48:11,790 - yago11k_0.00003 - [INFO] - [E:22| 300]: Train Loss:0.0018433, Val MRR:0.1064, yago11k_0.00003
2023-06-04 21:50:15,241 - yago11k_0.00003 - [INFO] - [E:22| 400]: Train Loss:0.0018405, Val MRR:0.1064, yago11k_0.00003
2023-06-04 21:52:18,538 - yago11k_0.00003 - [INFO] - [E:22| 500]: Train Loss:0.00184, Val MRR:0.1064, yago11k_0.00003
2023-06-04 21:54:20,615 - yago11k_0.00003 - [INFO] - [E:22| 600]: Train Loss:0.0018382, Val MRR:0.1064, yago11k_0.00003
2023-06-04 21:54:20,615 - yago11k_0.00003 - [INFO] - [Epoch:22]: Training Loss:0.001838
2023-06-04 21:54:21,078 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 21:54:45,708 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 21:55:09,774 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 22 valid]:
MRR: Tail : 0.18878, Head : 0.03076, Avg : 0.10977
2023-06-04 21:55:11,105 - yago11k_0.00003 - [INFO] - [Epoch 22]: Training Loss: 0.0018382, Valid MRR: 0.10977,
2023-06-04 21:55:12,345 - yago11k_0.00003 - [INFO] - [E:23| 0]: Train Loss:0.0018549, Val MRR:0.10977, yago11k_0.00003
2023-06-04 21:57:15,345 - yago11k_0.00003 - [INFO] - [E:23| 100]: Train Loss:0.0018154, Val MRR:0.10977, yago11k_0.00003
2023-06-04 21:59:18,121 - yago11k_0.00003 - [INFO] - [E:23| 200]: Train Loss:0.001815, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:01:21,129 - yago11k_0.00003 - [INFO] - [E:23| 300]: Train Loss:0.0018131, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:03:23,977 - yago11k_0.00003 - [INFO] - [E:23| 400]: Train Loss:0.0018163, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:04:51,123 - yago11k_0.00003 - [INFO] - [E:23| 500]: Train Loss:0.0018139, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:06:23,267 - yago11k_0.00003 - [INFO] - [E:23| 600]: Train Loss:0.0018126, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:06:23,268 - yago11k_0.00003 - [INFO] - [Epoch:23]: Training Loss:0.001813
2023-06-04 22:06:23,790 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 22:06:48,395 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 22:07:12,441 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 23 valid]:
MRR: Tail : 0.18, Head : 0.03602, Avg : 0.10801
2023-06-04 22:07:12,442 - yago11k_0.00003 - [INFO] - [Epoch 23]: Training Loss: 0.0018126, Valid MRR: 0.10977,
2023-06-04 22:07:13,701 - yago11k_0.00003 - [INFO] - [E:24| 0]: Train Loss:0.0018262, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:09:16,869 - yago11k_0.00003 - [INFO] - [E:24| 100]: Train Loss:0.0018016, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:11:19,950 - yago11k_0.00003 - [INFO] - [E:24| 200]: Train Loss:0.0017946, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:13:23,001 - yago11k_0.00003 - [INFO] - [E:24| 300]: Train Loss:0.0017923, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:15:25,947 - yago11k_0.00003 - [INFO] - [E:24| 400]: Train Loss:0.0017917, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:17:28,985 - yago11k_0.00003 - [INFO] - [E:24| 500]: Train Loss:0.0017908, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:19:31,427 - yago11k_0.00003 - [INFO] - [E:24| 600]: Train Loss:0.0017877, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:19:31,427 - yago11k_0.00003 - [INFO] - [Epoch:24]: Training Loss:0.001788
2023-06-04 22:19:31,852 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 22:19:56,357 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 22:20:20,552 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 24 valid]:
MRR: Tail : 0.17812, Head : 0.0392, Avg : 0.10866
2023-06-04 22:20:20,552 - yago11k_0.00003 - [INFO] - [Epoch 24]: Training Loss: 0.0017877, Valid MRR: 0.10977,
2023-06-04 22:20:21,770 - yago11k_0.00003 - [INFO] - [E:25| 0]: Train Loss:0.0018176, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:22:24,913 - yago11k_0.00003 - [INFO] - [E:25| 100]: Train Loss:0.0017644, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:24:27,797 - yago11k_0.00003 - [INFO] - [E:25| 200]: Train Loss:0.0017726, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:26:01,361 - yago11k_0.00003 - [INFO] - [E:25| 300]: Train Loss:0.001769, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:27:28,137 - yago11k_0.00003 - [INFO] - [E:25| 400]: Train Loss:0.0017672, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:29:31,199 - yago11k_0.00003 - [INFO] - [E:25| 500]: Train Loss:0.0017617, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:31:33,335 - yago11k_0.00003 - [INFO] - [E:25| 600]: Train Loss:0.0017605, Val MRR:0.10977, yago11k_0.00003
2023-06-04 22:31:33,336 - yago11k_0.00003 - [INFO] - [Epoch:25]: Training Loss:0.001761
2023-06-04 22:31:33,795 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 22:31:58,448 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 22:32:22,615 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 25 valid]:
MRR: Tail : 0.19042, Head : 0.04369, Avg : 0.11706
2023-06-04 22:32:24,049 - yago11k_0.00003 - [INFO] - [Epoch 25]: Training Loss: 0.0017605, Valid MRR: 0.11706,
2023-06-04 22:32:25,276 - yago11k_0.00003 - [INFO] - [E:26| 0]: Train Loss:0.0016713, Val MRR:0.11706, yago11k_0.00003
2023-06-04 22:34:28,632 - yago11k_0.00003 - [INFO] - [E:26| 100]: Train Loss:0.0017438, Val MRR:0.11706, yago11k_0.00003
2023-06-04 22:36:32,000 - yago11k_0.00003 - [INFO] - [E:26| 200]: Train Loss:0.0017417, Val MRR:0.11706, yago11k_0.00003
2023-06-04 22:38:35,483 - yago11k_0.00003 - [INFO] - [E:26| 300]: Train Loss:0.0017424, Val MRR:0.11706, yago11k_0.00003
2023-06-04 22:40:38,909 - yago11k_0.00003 - [INFO] - [E:26| 400]: Train Loss:0.0017401, Val MRR:0.11706, yago11k_0.00003
2023-06-04 22:42:42,572 - yago11k_0.00003 - [INFO] - [E:26| 500]: Train Loss:0.0017365, Val MRR:0.11706, yago11k_0.00003
2023-06-04 22:44:45,228 - yago11k_0.00003 - [INFO] - [E:26| 600]: Train Loss:0.0017351, Val MRR:0.11706, yago11k_0.00003
2023-06-04 22:44:45,229 - yago11k_0.00003 - [INFO] - [Epoch:26]: Training Loss:0.001735
2023-06-04 22:44:45,637 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 22:45:10,441 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 22:45:34,744 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 26 valid]:
MRR: Tail : 0.20449, Head : 0.0497, Avg : 0.12709
2023-06-04 22:45:35,901 - yago11k_0.00003 - [INFO] - [Epoch 26]: Training Loss: 0.0017351, Valid MRR: 0.12709,
2023-06-04 22:45:37,142 - yago11k_0.00003 - [INFO] - [E:27| 0]: Train Loss:0.0017051, Val MRR:0.12709, yago11k_0.00003
2023-06-04 22:47:13,721 - yago11k_0.00003 - [INFO] - [E:27| 100]: Train Loss:0.0017154, Val MRR:0.12709, yago11k_0.00003
2023-06-04 22:48:40,287 - yago11k_0.00003 - [INFO] - [E:27| 200]: Train Loss:0.0017132, Val MRR:0.12709, yago11k_0.00003
2023-06-04 22:50:41,163 - yago11k_0.00003 - [INFO] - [E:27| 300]: Train Loss:0.0017163, Val MRR:0.12709, yago11k_0.00003
2023-06-04 22:52:44,502 - yago11k_0.00003 - [INFO] - [E:27| 400]: Train Loss:0.0017129, Val MRR:0.12709, yago11k_0.00003
2023-06-04 22:54:48,014 - yago11k_0.00003 - [INFO] - [E:27| 500]: Train Loss:0.0017112, Val MRR:0.12709, yago11k_0.00003
2023-06-04 22:56:50,546 - yago11k_0.00003 - [INFO] - [E:27| 600]: Train Loss:0.0017109, Val MRR:0.12709, yago11k_0.00003
2023-06-04 22:56:50,547 - yago11k_0.00003 - [INFO] - [Epoch:27]: Training Loss:0.001711
2023-06-04 22:56:50,984 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 22:57:15,545 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 22:57:39,947 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 27 valid]:
MRR: Tail : 0.19792, Head : 0.05361, Avg : 0.12577
2023-06-04 22:57:39,947 - yago11k_0.00003 - [INFO] - [Epoch 27]: Training Loss: 0.0017109, Valid MRR: 0.12709,
2023-06-04 22:57:41,181 - yago11k_0.00003 - [INFO] - [E:28| 0]: Train Loss:0.0016293, Val MRR:0.12709, yago11k_0.00003
2023-06-04 22:59:44,614 - yago11k_0.00003 - [INFO] - [E:28| 100]: Train Loss:0.0016881, Val MRR:0.12709, yago11k_0.00003
2023-06-04 23:01:48,210 - yago11k_0.00003 - [INFO] - [E:28| 200]: Train Loss:0.0016874, Val MRR:0.12709, yago11k_0.00003
2023-06-04 23:03:51,667 - yago11k_0.00003 - [INFO] - [E:28| 300]: Train Loss:0.0016872, Val MRR:0.12709, yago11k_0.00003
2023-06-04 23:05:55,362 - yago11k_0.00003 - [INFO] - [E:28| 400]: Train Loss:0.0016894, Val MRR:0.12709, yago11k_0.00003
2023-06-04 23:07:50,049 - yago11k_0.00003 - [INFO] - [E:28| 500]: Train Loss:0.0016875, Val MRR:0.12709, yago11k_0.00003
2023-06-04 23:09:15,830 - yago11k_0.00003 - [INFO] - [E:28| 600]: Train Loss:0.001686, Val MRR:0.12709, yago11k_0.00003
2023-06-04 23:09:15,831 - yago11k_0.00003 - [INFO] - [Epoch:28]: Training Loss:0.001686
2023-06-04 23:09:16,089 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 23:09:32,469 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 23:09:48,563 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 28 valid]:
MRR: Tail : 0.2142, Head : 0.06249, Avg : 0.13835
2023-06-04 23:09:49,788 - yago11k_0.00003 - [INFO] - [Epoch 28]: Training Loss: 0.001686, Valid MRR: 0.13835,
2023-06-04 23:09:50,598 - yago11k_0.00003 - [INFO] - [E:29| 0]: Train Loss:0.0016233, Val MRR:0.13835, yago11k_0.00003
2023-06-04 23:11:47,836 - yago11k_0.00003 - [INFO] - [E:29| 100]: Train Loss:0.0016722, Val MRR:0.13835, yago11k_0.00003
2023-06-04 23:13:51,249 - yago11k_0.00003 - [INFO] - [E:29| 200]: Train Loss:0.0016688, Val MRR:0.13835, yago11k_0.00003
2023-06-04 23:15:54,916 - yago11k_0.00003 - [INFO] - [E:29| 300]: Train Loss:0.0016656, Val MRR:0.13835, yago11k_0.00003
2023-06-04 23:17:58,312 - yago11k_0.00003 - [INFO] - [E:29| 400]: Train Loss:0.0016651, Val MRR:0.13835, yago11k_0.00003
2023-06-04 23:20:01,673 - yago11k_0.00003 - [INFO] - [E:29| 500]: Train Loss:0.001665, Val MRR:0.13835, yago11k_0.00003
2023-06-04 23:22:04,530 - yago11k_0.00003 - [INFO] - [E:29| 600]: Train Loss:0.0016629, Val MRR:0.13835, yago11k_0.00003
2023-06-04 23:22:04,530 - yago11k_0.00003 - [INFO] - [Epoch:29]: Training Loss:0.001663
2023-06-04 23:22:04,902 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 23:22:29,587 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 23:22:53,786 - yago11k_0.00003 - [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
2023-06-04 23:22:54,965 - yago11k_0.00003 - [INFO] - [Epoch 29]: Training Loss: 0.0016629, Valid MRR: 0.14745,
2023-06-04 23:22:56,217 - yago11k_0.00003 - [INFO] - [E:30| 0]: Train Loss:0.0016335, Val MRR:0.14745, yago11k_0.00003
2023-06-04 23:24:59,858 - yago11k_0.00003 - [INFO] - [E:30| 100]: Train Loss:0.0016397, Val MRR:0.14745, yago11k_0.00003
2023-06-04 23:27:03,147 - yago11k_0.00003 - [INFO] - [E:30| 200]: Train Loss:0.0016463, Val MRR:0.14745, yago11k_0.00003
2023-06-04 23:29:01,233 - yago11k_0.00003 - [INFO] - [E:30| 300]: Train Loss:0.0016457, Val MRR:0.14745, yago11k_0.00003
2023-06-04 23:30:27,466 - yago11k_0.00003 - [INFO] - [E:30| 400]: Train Loss:0.001645, Val MRR:0.14745, yago11k_0.00003
2023-06-04 23:32:06,828 - yago11k_0.00003 - [INFO] - [E:30| 500]: Train Loss:0.0016417, Val MRR:0.14745, yago11k_0.00003
2023-06-04 23:34:09,525 - yago11k_0.00003 - [INFO] - [E:30| 600]: Train Loss:0.0016406, Val MRR:0.14745, yago11k_0.00003
2023-06-04 23:34:09,525 - yago11k_0.00003 - [INFO] - [Epoch:30]: Training Loss:0.001641
2023-06-04 23:34:10,050 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 23:34:34,728 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 23:34:59,095 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 30 valid]:
MRR: Tail : 0.24147, Head : 0.08289, Avg : 0.16218
2023-06-04 23:35:00,287 - yago11k_0.00003 - [INFO] - [Epoch 30]: Training Loss: 0.0016406, Valid MRR: 0.16218,
2023-06-04 23:35:01,544 - yago11k_0.00003 - [INFO] - [E:31| 0]: Train Loss:0.0017034, Val MRR:0.16218, yago11k_0.00003
2023-06-04 23:37:04,838 - yago11k_0.00003 - [INFO] - [E:31| 100]: Train Loss:0.0016288, Val MRR:0.16218, yago11k_0.00003
2023-06-04 23:39:08,389 - yago11k_0.00003 - [INFO] - [E:31| 200]: Train Loss:0.0016227, Val MRR:0.16218, yago11k_0.00003
2023-06-04 23:41:12,050 - yago11k_0.00003 - [INFO] - [E:31| 300]: Train Loss:0.0016211, Val MRR:0.16218, yago11k_0.00003
2023-06-04 23:43:15,612 - yago11k_0.00003 - [INFO] - [E:31| 400]: Train Loss:0.00162, Val MRR:0.16218, yago11k_0.00003
2023-06-04 23:45:19,054 - yago11k_0.00003 - [INFO] - [E:31| 500]: Train Loss:0.0016193, Val MRR:0.16218, yago11k_0.00003
2023-06-04 23:47:21,524 - yago11k_0.00003 - [INFO] - [E:31| 600]: Train Loss:0.0016183, Val MRR:0.16218, yago11k_0.00003
2023-06-04 23:47:21,524 - yago11k_0.00003 - [INFO] - [Epoch:31]: Training Loss:0.001618
2023-06-04 23:47:22,038 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 23:47:46,716 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-04 23:48:11,086 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 31 valid]:
MRR: Tail : 0.24721, Head : 0.0963, Avg : 0.17175
2023-06-04 23:48:12,243 - yago11k_0.00003 - [INFO] - [Epoch 31]: Training Loss: 0.0016183, Valid MRR: 0.17175,
2023-06-04 23:48:13,533 - yago11k_0.00003 - [INFO] - [E:32| 0]: Train Loss:0.0015903, Val MRR:0.17175, yago11k_0.00003
2023-06-04 23:50:14,129 - yago11k_0.00003 - [INFO] - [E:32| 100]: Train Loss:0.0016033, Val MRR:0.17175, yago11k_0.00003
2023-06-04 23:51:40,368 - yago11k_0.00003 - [INFO] - [E:32| 200]: Train Loss:0.0016056, Val MRR:0.17175, yago11k_0.00003
2023-06-04 23:53:17,086 - yago11k_0.00003 - [INFO] - [E:32| 300]: Train Loss:0.001604, Val MRR:0.17175, yago11k_0.00003
2023-06-04 23:55:20,854 - yago11k_0.00003 - [INFO] - [E:32| 400]: Train Loss:0.0016008, Val MRR:0.17175, yago11k_0.00003
2023-06-04 23:57:24,344 - yago11k_0.00003 - [INFO] - [E:32| 500]: Train Loss:0.0015999, Val MRR:0.17175, yago11k_0.00003
2023-06-04 23:59:27,042 - yago11k_0.00003 - [INFO] - [E:32| 600]: Train Loss:0.0015977, Val MRR:0.17175, yago11k_0.00003
2023-06-04 23:59:27,043 - yago11k_0.00003 - [INFO] - [Epoch:32]: Training Loss:0.001598
2023-06-04 23:59:27,533 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-04 23:59:52,250 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 00:00:16,509 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 32 valid]:
MRR: Tail : 0.25964, Head : 0.10648, Avg : 0.18306
2023-06-05 00:00:17,692 - yago11k_0.00003 - [INFO] - [Epoch 32]: Training Loss: 0.0015977, Valid MRR: 0.18306,
2023-06-05 00:00:18,888 - yago11k_0.00003 - [INFO] - [E:33| 0]: Train Loss:0.0016469, Val MRR:0.18306, yago11k_0.00003
2023-06-05 00:02:22,430 - yago11k_0.00003 - [INFO] - [E:33| 100]: Train Loss:0.0015827, Val MRR:0.18306, yago11k_0.00003
2023-06-05 00:04:25,861 - yago11k_0.00003 - [INFO] - [E:33| 200]: Train Loss:0.0015772, Val MRR:0.18306, yago11k_0.00003
2023-06-05 00:06:29,413 - yago11k_0.00003 - [INFO] - [E:33| 300]: Train Loss:0.0015776, Val MRR:0.18306, yago11k_0.00003
2023-06-05 00:08:33,015 - yago11k_0.00003 - [INFO] - [E:33| 400]: Train Loss:0.0015778, Val MRR:0.18306, yago11k_0.00003
2023-06-05 00:10:36,635 - yago11k_0.00003 - [INFO] - [E:33| 500]: Train Loss:0.0015784, Val MRR:0.18306, yago11k_0.00003
2023-06-05 00:12:17,621 - yago11k_0.00003 - [INFO] - [E:33| 600]: Train Loss:0.0015784, Val MRR:0.18306, yago11k_0.00003
2023-06-05 00:12:17,622 - yago11k_0.00003 - [INFO] - [Epoch:33]: Training Loss:0.001578
2023-06-05 00:12:17,881 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 00:12:34,332 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 00:12:50,496 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 33 valid]:
MRR: Tail : 0.2859, Head : 0.11851, Avg : 0.2022
2023-06-05 00:12:51,709 - yago11k_0.00003 - [INFO] - [Epoch 33]: Training Loss: 0.0015784, Valid MRR: 0.2022,
2023-06-05 00:12:52,517 - yago11k_0.00003 - [INFO] - [E:34| 0]: Train Loss:0.0015723, Val MRR:0.2022, yago11k_0.00003
2023-06-05 00:14:25,944 - yago11k_0.00003 - [INFO] - [E:34| 100]: Train Loss:0.0015751, Val MRR:0.2022, yago11k_0.00003
2023-06-05 00:16:29,489 - yago11k_0.00003 - [INFO] - [E:34| 200]: Train Loss:0.0015682, Val MRR:0.2022, yago11k_0.00003
2023-06-05 00:18:32,954 - yago11k_0.00003 - [INFO] - [E:34| 300]: Train Loss:0.0015648, Val MRR:0.2022, yago11k_0.00003
2023-06-05 00:20:36,250 - yago11k_0.00003 - [INFO] - [E:34| 400]: Train Loss:0.0015642, Val MRR:0.2022, yago11k_0.00003
2023-06-05 00:22:39,721 - yago11k_0.00003 - [INFO] - [E:34| 500]: Train Loss:0.0015614, Val MRR:0.2022, yago11k_0.00003
2023-06-05 00:24:42,328 - yago11k_0.00003 - [INFO] - [E:34| 600]: Train Loss:0.0015596, Val MRR:0.2022, yago11k_0.00003
2023-06-05 00:24:42,329 - yago11k_0.00003 - [INFO] - [Epoch:34]: Training Loss:0.00156
2023-06-05 00:24:42,716 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 00:25:07,447 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 00:25:31,819 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 34 valid]:
MRR: Tail : 0.2822, Head : 0.12347, Avg : 0.20284
2023-06-05 00:25:33,093 - yago11k_0.00003 - [INFO] - [Epoch 34]: Training Loss: 0.0015596, Valid MRR: 0.20284,
2023-06-05 00:25:34,183 - yago11k_0.00003 - [INFO] - [E:35| 0]: Train Loss:0.0016254, Val MRR:0.20284, yago11k_0.00003
2023-06-05 00:27:37,409 - yago11k_0.00003 - [INFO] - [E:35| 100]: Train Loss:0.0015528, Val MRR:0.20284, yago11k_0.00003
2023-06-05 00:29:40,870 - yago11k_0.00003 - [INFO] - [E:35| 200]: Train Loss:0.0015478, Val MRR:0.20284, yago11k_0.00003
2023-06-05 00:31:42,986 - yago11k_0.00003 - [INFO] - [E:35| 300]: Train Loss:0.001545, Val MRR:0.20284, yago11k_0.00003
2023-06-05 00:33:31,703 - yago11k_0.00003 - [INFO] - [E:35| 400]: Train Loss:0.0015443, Val MRR:0.20284, yago11k_0.00003
2023-06-05 00:35:09,989 - yago11k_0.00003 - [INFO] - [E:35| 500]: Train Loss:0.0015426, Val MRR:0.20284, yago11k_0.00003
2023-06-05 00:37:11,404 - yago11k_0.00003 - [INFO] - [E:35| 600]: Train Loss:0.0015413, Val MRR:0.20284, yago11k_0.00003
2023-06-05 00:37:11,405 - yago11k_0.00003 - [INFO] - [Epoch:35]: Training Loss:0.001541
2023-06-05 00:37:11,827 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 00:37:36,120 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 00:38:00,209 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 35 valid]:
MRR: Tail : 0.28984, Head : 0.13855, Avg : 0.21419
2023-06-05 00:38:01,415 - yago11k_0.00003 - [INFO] - [Epoch 35]: Training Loss: 0.0015413, Valid MRR: 0.21419,
2023-06-05 00:38:02,520 - yago11k_0.00003 - [INFO] - [E:36| 0]: Train Loss:0.0015247, Val MRR:0.21419, yago11k_0.00003
2023-06-05 00:40:04,849 - yago11k_0.00003 - [INFO] - [E:36| 100]: Train Loss:0.0015275, Val MRR:0.21419, yago11k_0.00003
2023-06-05 00:42:07,114 - yago11k_0.00003 - [INFO] - [E:36| 200]: Train Loss:0.0015288, Val MRR:0.21419, yago11k_0.00003
2023-06-05 00:44:09,260 - yago11k_0.00003 - [INFO] - [E:36| 300]: Train Loss:0.0015283, Val MRR:0.21419, yago11k_0.00003
2023-06-05 00:46:11,686 - yago11k_0.00003 - [INFO] - [E:36| 400]: Train Loss:0.0015266, Val MRR:0.21419, yago11k_0.00003
2023-06-05 00:48:13,907 - yago11k_0.00003 - [INFO] - [E:36| 500]: Train Loss:0.0015277, Val MRR:0.21419, yago11k_0.00003
2023-06-05 00:50:15,245 - yago11k_0.00003 - [INFO] - [E:36| 600]: Train Loss:0.0015261, Val MRR:0.21419, yago11k_0.00003
2023-06-05 00:50:15,246 - yago11k_0.00003 - [INFO] - [Epoch:36]: Training Loss:0.001526
2023-06-05 00:50:15,679 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 00:50:40,039 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 00:51:03,987 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 36 valid]:
MRR: Tail : 0.29453, Head : 0.13671, Avg : 0.21562
2023-06-05 00:51:05,276 - yago11k_0.00003 - [INFO] - [Epoch 36]: Training Loss: 0.0015261, Valid MRR: 0.21562,
2023-06-05 00:51:06,380 - yago11k_0.00003 - [INFO] - [E:37| 0]: Train Loss:0.0014882, Val MRR:0.21562, yago11k_0.00003
2023-06-05 00:53:08,681 - yago11k_0.00003 - [INFO] - [E:37| 100]: Train Loss:0.0015124, Val MRR:0.21562, yago11k_0.00003
2023-06-05 00:54:53,076 - yago11k_0.00003 - [INFO] - [E:37| 200]: Train Loss:0.0015139, Val MRR:0.21562, yago11k_0.00003
2023-06-05 00:56:38,498 - yago11k_0.00003 - [INFO] - [E:37| 300]: Train Loss:0.0015134, Val MRR:0.21562, yago11k_0.00003
2023-06-05 00:58:40,564 - yago11k_0.00003 - [INFO] - [E:37| 400]: Train Loss:0.001513, Val MRR:0.21562, yago11k_0.00003
2023-06-05 01:00:42,821 - yago11k_0.00003 - [INFO] - [E:37| 500]: Train Loss:0.0015127, Val MRR:0.21562, yago11k_0.00003
2023-06-05 01:02:44,450 - yago11k_0.00003 - [INFO] - [E:37| 600]: Train Loss:0.0015098, Val MRR:0.21562, yago11k_0.00003
2023-06-05 01:02:44,450 - yago11k_0.00003 - [INFO] - [Epoch:37]: Training Loss:0.00151
2023-06-05 01:02:44,971 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 01:03:09,287 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 01:03:33,213 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 37 valid]:
MRR: Tail : 0.2957, Head : 0.1454, Avg : 0.22055
2023-06-05 01:03:34,356 - yago11k_0.00003 - [INFO] - [Epoch 37]: Training Loss: 0.0015098, Valid MRR: 0.22055,
2023-06-05 01:03:35,575 - yago11k_0.00003 - [INFO] - [E:38| 0]: Train Loss:0.0014486, Val MRR:0.22055, yago11k_0.00003
2023-06-05 01:05:37,890 - yago11k_0.00003 - [INFO] - [E:38| 100]: Train Loss:0.0015016, Val MRR:0.22055, yago11k_0.00003
2023-06-05 01:07:40,391 - yago11k_0.00003 - [INFO] - [E:38| 200]: Train Loss:0.0014999, Val MRR:0.22055, yago11k_0.00003
2023-06-05 01:09:42,847 - yago11k_0.00003 - [INFO] - [E:38| 300]: Train Loss:0.0014988, Val MRR:0.22055, yago11k_0.00003
2023-06-05 01:11:45,287 - yago11k_0.00003 - [INFO] - [E:38| 400]: Train Loss:0.0014968, Val MRR:0.22055, yago11k_0.00003
2023-06-05 01:13:47,780 - yago11k_0.00003 - [INFO] - [E:38| 500]: Train Loss:0.0014968, Val MRR:0.22055, yago11k_0.00003
2023-06-05 01:15:35,961 - yago11k_0.00003 - [INFO] - [E:38| 600]: Train Loss:0.0014958, Val MRR:0.22055, yago11k_0.00003
2023-06-05 01:15:35,961 - yago11k_0.00003 - [INFO] - [Epoch:38]: Training Loss:0.001496
2023-06-05 01:15:36,254 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 01:15:54,513 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 01:16:12,322 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 38 valid]:
MRR: Tail : 0.31033, Head : 0.15121, Avg : 0.23077
2023-06-05 01:16:13,811 - yago11k_0.00003 - [INFO] - [Epoch 38]: Training Loss: 0.0014958, Valid MRR: 0.23077,
2023-06-05 01:16:14,785 - yago11k_0.00003 - [INFO] - [E:39| 0]: Train Loss:0.0014858, Val MRR:0.23077, yago11k_0.00003
2023-06-05 01:18:05,557 - yago11k_0.00003 - [INFO] - [E:39| 100]: Train Loss:0.0014827, Val MRR:0.23077, yago11k_0.00003
2023-06-05 01:20:08,515 - yago11k_0.00003 - [INFO] - [E:39| 200]: Train Loss:0.0014836, Val MRR:0.23077, yago11k_0.00003
2023-06-05 01:22:11,774 - yago11k_0.00003 - [INFO] - [E:39| 300]: Train Loss:0.0014839, Val MRR:0.23077, yago11k_0.00003
2023-06-05 01:24:14,959 - yago11k_0.00003 - [INFO] - [E:39| 400]: Train Loss:0.0014832, Val MRR:0.23077, yago11k_0.00003
2023-06-05 01:26:18,176 - yago11k_0.00003 - [INFO] - [E:39| 500]: Train Loss:0.0014814, Val MRR:0.23077, yago11k_0.00003
2023-06-05 01:28:20,545 - yago11k_0.00003 - [INFO] - [E:39| 600]: Train Loss:0.0014814, Val MRR:0.23077, yago11k_0.00003
2023-06-05 01:28:20,546 - yago11k_0.00003 - [INFO] - [Epoch:39]: Training Loss:0.001481
2023-06-05 01:28:20,957 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 01:28:45,656 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 01:29:09,786 - yago11k_0.00003 - [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
2023-06-05 01:29:11,179 - yago11k_0.00003 - [INFO] - [Epoch 39]: Training Loss: 0.0014814, Valid MRR: 0.24423,
2023-06-05 01:29:12,407 - yago11k_0.00003 - [INFO] - [E:40| 0]: Train Loss:0.0014528, Val MRR:0.24423, yago11k_0.00003
2023-06-05 01:31:15,502 - yago11k_0.00003 - [INFO] - [E:40| 100]: Train Loss:0.0014586, Val MRR:0.24423, yago11k_0.00003
2023-06-05 01:33:18,987 - yago11k_0.00003 - [INFO] - [E:40| 200]: Train Loss:0.0014642, Val MRR:0.24423, yago11k_0.00003
2023-06-05 01:35:22,074 - yago11k_0.00003 - [INFO] - [E:40| 300]: Train Loss:0.001468, Val MRR:0.24423, yago11k_0.00003
2023-06-05 01:36:54,407 - yago11k_0.00003 - [INFO] - [E:40| 400]: Train Loss:0.0014681, Val MRR:0.24423, yago11k_0.00003
2023-06-05 01:38:23,588 - yago11k_0.00003 - [INFO] - [E:40| 500]: Train Loss:0.0014691, Val MRR:0.24423, yago11k_0.00003
2023-06-05 01:40:25,941 - yago11k_0.00003 - [INFO] - [E:40| 600]: Train Loss:0.001469, Val MRR:0.24423, yago11k_0.00003
2023-06-05 01:40:25,941 - yago11k_0.00003 - [INFO] - [Epoch:40]: Training Loss:0.001469
2023-06-05 01:40:26,336 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 01:40:50,886 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 01:41:15,248 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 40 valid]:
MRR: Tail : 0.33048, Head : 0.16469, Avg : 0.24759
2023-06-05 01:41:16,603 - yago11k_0.00003 - [INFO] - [Epoch 40]: Training Loss: 0.001469, Valid MRR: 0.24759,
2023-06-05 01:41:17,868 - yago11k_0.00003 - [INFO] - [E:41| 0]: Train Loss:0.0013983, Val MRR:0.24759, yago11k_0.00003
2023-06-05 01:43:21,132 - yago11k_0.00003 - [INFO] - [E:41| 100]: Train Loss:0.0014626, Val MRR:0.24759, yago11k_0.00003
2023-06-05 01:45:24,189 - yago11k_0.00003 - [INFO] - [E:41| 200]: Train Loss:0.0014596, Val MRR:0.24759, yago11k_0.00003
2023-06-05 01:47:27,257 - yago11k_0.00003 - [INFO] - [E:41| 300]: Train Loss:0.0014585, Val MRR:0.24759, yago11k_0.00003
2023-06-05 01:49:30,328 - yago11k_0.00003 - [INFO] - [E:41| 400]: Train Loss:0.0014583, Val MRR:0.24759, yago11k_0.00003
2023-06-05 01:51:33,651 - yago11k_0.00003 - [INFO] - [E:41| 500]: Train Loss:0.0014585, Val MRR:0.24759, yago11k_0.00003
2023-06-05 01:53:36,164 - yago11k_0.00003 - [INFO] - [E:41| 600]: Train Loss:0.0014571, Val MRR:0.24759, yago11k_0.00003
2023-06-05 01:53:36,164 - yago11k_0.00003 - [INFO] - [Epoch:41]: Training Loss:0.001457
2023-06-05 01:53:36,557 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 01:54:01,128 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 01:54:25,367 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 41 valid]:
MRR: Tail : 0.32566, Head : 0.1693, Avg : 0.24748
2023-06-05 01:54:25,368 - yago11k_0.00003 - [INFO] - [Epoch 41]: Training Loss: 0.0014571, Valid MRR: 0.24759,
2023-06-05 01:54:26,640 - yago11k_0.00003 - [INFO] - [E:42| 0]: Train Loss:0.001499, Val MRR:0.24759, yago11k_0.00003
2023-06-05 01:56:29,998 - yago11k_0.00003 - [INFO] - [E:42| 100]: Train Loss:0.0014562, Val MRR:0.24759, yago11k_0.00003
2023-06-05 01:58:06,345 - yago11k_0.00003 - [INFO] - [E:42| 200]: Train Loss:0.00145, Val MRR:0.24759, yago11k_0.00003
2023-06-05 01:59:32,786 - yago11k_0.00003 - [INFO] - [E:42| 300]: Train Loss:0.0014506, Val MRR:0.24759, yago11k_0.00003
2023-06-05 02:01:34,845 - yago11k_0.00003 - [INFO] - [E:42| 400]: Train Loss:0.0014479, Val MRR:0.24759, yago11k_0.00003
2023-06-05 02:03:38,245 - yago11k_0.00003 - [INFO] - [E:42| 500]: Train Loss:0.0014475, Val MRR:0.24759, yago11k_0.00003
2023-06-05 02:05:40,697 - yago11k_0.00003 - [INFO] - [E:42| 600]: Train Loss:0.0014463, Val MRR:0.24759, yago11k_0.00003
2023-06-05 02:05:40,698 - yago11k_0.00003 - [INFO] - [Epoch:42]: Training Loss:0.001446
2023-06-05 02:05:41,181 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 02:06:05,816 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 02:06:30,128 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 42 valid]:
MRR: Tail : 0.32798, Head : 0.17264, Avg : 0.25031
2023-06-05 02:06:31,694 - yago11k_0.00003 - [INFO] - [Epoch 42]: Training Loss: 0.0014463, Valid MRR: 0.25031,
2023-06-05 02:06:32,812 - yago11k_0.00003 - [INFO] - [E:43| 0]: Train Loss:0.0014214, Val MRR:0.25031, yago11k_0.00003
2023-06-05 02:08:36,145 - yago11k_0.00003 - [INFO] - [E:43| 100]: Train Loss:0.0014362, Val MRR:0.25031, yago11k_0.00003
2023-06-05 02:10:39,420 - yago11k_0.00003 - [INFO] - [E:43| 200]: Train Loss:0.0014385, Val MRR:0.25031, yago11k_0.00003
2023-06-05 02:12:42,573 - yago11k_0.00003 - [INFO] - [E:43| 300]: Train Loss:0.0014367, Val MRR:0.25031, yago11k_0.00003
2023-06-05 02:14:46,013 - yago11k_0.00003 - [INFO] - [E:43| 400]: Train Loss:0.0014358, Val MRR:0.25031, yago11k_0.00003
2023-06-05 02:16:49,348 - yago11k_0.00003 - [INFO] - [E:43| 500]: Train Loss:0.0014346, Val MRR:0.25031, yago11k_0.00003
2023-06-05 02:18:42,786 - yago11k_0.00003 - [INFO] - [E:43| 600]: Train Loss:0.0014347, Val MRR:0.25031, yago11k_0.00003
2023-06-05 02:18:42,786 - yago11k_0.00003 - [INFO] - [Epoch:43]: Training Loss:0.001435
2023-06-05 02:18:43,122 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 02:18:59,643 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 02:19:15,950 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 43 valid]:
MRR: Tail : 0.33572, Head : 0.17928, Avg : 0.2575
2023-06-05 02:19:17,466 - yago11k_0.00003 - [INFO] - [Epoch 43]: Training Loss: 0.0014347, Valid MRR: 0.2575,
2023-06-05 02:19:18,325 - yago11k_0.00003 - [INFO] - [E:44| 0]: Train Loss:0.0013915, Val MRR:0.2575, yago11k_0.00003
2023-06-05 02:20:45,017 - yago11k_0.00003 - [INFO] - [E:44| 100]: Train Loss:0.0014281, Val MRR:0.2575, yago11k_0.00003
2023-06-05 02:22:43,847 - yago11k_0.00003 - [INFO] - [E:44| 200]: Train Loss:0.0014276, Val MRR:0.2575, yago11k_0.00003
2023-06-05 02:24:47,192 - yago11k_0.00003 - [INFO] - [E:44| 300]: Train Loss:0.0014254, Val MRR:0.2575, yago11k_0.00003
2023-06-05 02:26:50,480 - yago11k_0.00003 - [INFO] - [E:44| 400]: Train Loss:0.001426, Val MRR:0.2575, yago11k_0.00003
2023-06-05 02:28:53,686 - yago11k_0.00003 - [INFO] - [E:44| 500]: Train Loss:0.0014256, Val MRR:0.2575, yago11k_0.00003
2023-06-05 02:30:55,974 - yago11k_0.00003 - [INFO] - [E:44| 600]: Train Loss:0.0014254, Val MRR:0.2575, yago11k_0.00003
2023-06-05 02:30:55,975 - yago11k_0.00003 - [INFO] - [Epoch:44]: Training Loss:0.001425
2023-06-05 02:30:56,379 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 02:31:21,003 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 02:31:45,335 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 44 valid]:
MRR: Tail : 0.33245, Head : 0.18303, Avg : 0.25774
2023-06-05 02:31:46,571 - yago11k_0.00003 - [INFO] - [Epoch 44]: Training Loss: 0.0014254, Valid MRR: 0.25774,
2023-06-05 02:31:47,637 - yago11k_0.00003 - [INFO] - [E:45| 0]: Train Loss:0.0013914, Val MRR:0.25774, yago11k_0.00003
2023-06-05 02:33:50,884 - yago11k_0.00003 - [INFO] - [E:45| 100]: Train Loss:0.0014194, Val MRR:0.25774, yago11k_0.00003
2023-06-05 02:35:54,219 - yago11k_0.00003 - [INFO] - [E:45| 200]: Train Loss:0.0014163, Val MRR:0.25774, yago11k_0.00003
2023-06-05 02:37:53,780 - yago11k_0.00003 - [INFO] - [E:45| 300]: Train Loss:0.0014172, Val MRR:0.25774, yago11k_0.00003
2023-06-05 05:09:59,235 - yago11k_0.00003 - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.00003', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': True, '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 05:10:05,370 - yago11k_0.00003 - [INFO] - Successfully Loaded previous model
2023-06-05 05:10:09,326 - yago11k_0.00003 - [INFO] - [E:0| 0]: Train Loss:0.0013871, Val MRR:0.25774, yago11k_0.00003
2023-06-05 05:11:12,498 - yago11k_0.00003 - [INFO] - [E:0| 100]: Train Loss:0.0014188, Val MRR:0.25774, yago11k_0.00003
2023-06-05 05:12:15,618 - yago11k_0.00003 - [INFO] - [E:0| 200]: Train Loss:0.0014171, Val MRR:0.25774, yago11k_0.00003
2023-06-05 05:13:18,848 - yago11k_0.00003 - [INFO] - [E:0| 300]: Train Loss:0.0014167, Val MRR:0.25774, yago11k_0.00003
2023-06-05 05:14:22,429 - yago11k_0.00003 - [INFO] - [E:0| 400]: Train Loss:0.0014162, Val MRR:0.25774, yago11k_0.00003
2023-06-05 05:15:26,124 - yago11k_0.00003 - [INFO] - [E:0| 500]: Train Loss:0.0014148, Val MRR:0.25774, yago11k_0.00003
2023-06-05 05:16:29,523 - yago11k_0.00003 - [INFO] - [E:0| 600]: Train Loss:0.0014157, Val MRR:0.25774, yago11k_0.00003
2023-06-05 05:16:29,523 - yago11k_0.00003 - [INFO] - [Epoch:0]: Training Loss:0.001416
2023-06-05 05:16:29,737 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 05:16:41,820 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 05:16:53,763 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 0 valid]:
MRR: Tail : 0.35053, Head : 0.1839, Avg : 0.26721
2023-06-05 05:16:54,956 - yago11k_0.00003 - [INFO] - [Epoch 0]: Training Loss: 0.0014157, Valid MRR: 0.26721,
2023-06-05 05:16:55,602 - yago11k_0.00003 - [INFO] - [E:1| 0]: Train Loss:0.0014026, Val MRR:0.26721, yago11k_0.00003
2023-06-05 05:17:59,476 - yago11k_0.00003 - [INFO] - [E:1| 100]: Train Loss:0.0014095, Val MRR:0.26721, yago11k_0.00003
2023-06-05 05:19:03,411 - yago11k_0.00003 - [INFO] - [E:1| 200]: Train Loss:0.001408, Val MRR:0.26721, yago11k_0.00003
2023-06-05 05:20:07,299 - yago11k_0.00003 - [INFO] - [E:1| 300]: Train Loss:0.0014093, Val MRR:0.26721, yago11k_0.00003
2023-06-05 05:21:11,163 - yago11k_0.00003 - [INFO] - [E:1| 400]: Train Loss:0.0014091, Val MRR:0.26721, yago11k_0.00003
2023-06-05 05:22:15,073 - yago11k_0.00003 - [INFO] - [E:1| 500]: Train Loss:0.0014073, Val MRR:0.26721, yago11k_0.00003
2023-06-05 05:23:18,664 - yago11k_0.00003 - [INFO] - [E:1| 600]: Train Loss:0.0014068, Val MRR:0.26721, yago11k_0.00003
2023-06-05 05:23:18,665 - yago11k_0.00003 - [INFO] - [Epoch:1]: Training Loss:0.001407
2023-06-05 05:23:18,884 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 05:23:31,002 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 05:23:42,981 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 1 valid]:
MRR: Tail : 0.34692, Head : 0.188, Avg : 0.26746
2023-06-05 05:23:44,176 - yago11k_0.00003 - [INFO] - [Epoch 1]: Training Loss: 0.0014068, Valid MRR: 0.26746,
2023-06-05 05:23:44,826 - yago11k_0.00003 - [INFO] - [E:2| 0]: Train Loss:0.0014106, Val MRR:0.26746, yago11k_0.00003
2023-06-05 05:24:48,763 - yago11k_0.00003 - [INFO] - [E:2| 100]: Train Loss:0.0013942, Val MRR:0.26746, yago11k_0.00003
2023-06-05 05:25:52,796 - yago11k_0.00003 - [INFO] - [E:2| 200]: Train Loss:0.0013964, Val MRR:0.26746, yago11k_0.00003
2023-06-05 05:26:56,784 - yago11k_0.00003 - [INFO] - [E:2| 300]: Train Loss:0.0014, Val MRR:0.26746, yago11k_0.00003
2023-06-05 05:28:01,202 - yago11k_0.00003 - [INFO] - [E:2| 400]: Train Loss:0.0013983, Val MRR:0.26746, yago11k_0.00003
2023-06-05 05:29:05,281 - yago11k_0.00003 - [INFO] - [E:2| 500]: Train Loss:0.0013991, Val MRR:0.26746, yago11k_0.00003
2023-06-05 05:30:08,611 - yago11k_0.00003 - [INFO] - [E:2| 600]: Train Loss:0.0013987, Val MRR:0.26746, yago11k_0.00003
2023-06-05 05:30:08,611 - yago11k_0.00003 - [INFO] - [Epoch:2]: Training Loss:0.001399
2023-06-05 05:30:08,827 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 05:30:20,907 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 05:30:32,843 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 2 valid]:
MRR: Tail : 0.35227, Head : 0.19043, Avg : 0.27135
2023-06-05 05:30:34,005 - yago11k_0.00003 - [INFO] - [Epoch 2]: Training Loss: 0.0013987, Valid MRR: 0.27135,
2023-06-05 05:30:34,651 - yago11k_0.00003 - [INFO] - [E:3| 0]: Train Loss:0.0014066, Val MRR:0.27135, yago11k_0.00003
2023-06-05 05:31:38,439 - yago11k_0.00003 - [INFO] - [E:3| 100]: Train Loss:0.0013879, Val MRR:0.27135, yago11k_0.00003
2023-06-05 05:32:42,378 - yago11k_0.00003 - [INFO] - [E:3| 200]: Train Loss:0.0013891, Val MRR:0.27135, yago11k_0.00003
2023-06-05 05:33:46,347 - yago11k_0.00003 - [INFO] - [E:3| 300]: Train Loss:0.0013915, Val MRR:0.27135, yago11k_0.00003
2023-06-05 05:34:50,307 - yago11k_0.00003 - [INFO] - [E:3| 400]: Train Loss:0.001391, Val MRR:0.27135, yago11k_0.00003
2023-06-05 05:35:54,212 - yago11k_0.00003 - [INFO] - [E:3| 500]: Train Loss:0.0013903, Val MRR:0.27135, yago11k_0.00003
2023-06-05 05:36:57,738 - yago11k_0.00003 - [INFO] - [E:3| 600]: Train Loss:0.0013907, Val MRR:0.27135, yago11k_0.00003
2023-06-05 05:36:57,739 - yago11k_0.00003 - [INFO] - [Epoch:3]: Training Loss:0.001391
2023-06-05 05:36:57,959 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 05:37:10,073 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 05:37:22,042 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 3 valid]:
MRR: Tail : 0.36871, Head : 0.19137, Avg : 0.28004
2023-06-05 05:37:23,418 - yago11k_0.00003 - [INFO] - [Epoch 3]: Training Loss: 0.0013907, Valid MRR: 0.28004,
2023-06-05 05:37:24,073 - yago11k_0.00003 - [INFO] - [E:4| 0]: Train Loss:0.0014019, Val MRR:0.28004, yago11k_0.00003
2023-06-05 05:38:28,039 - yago11k_0.00003 - [INFO] - [E:4| 100]: Train Loss:0.0013854, Val MRR:0.28004, yago11k_0.00003
2023-06-05 05:39:31,911 - yago11k_0.00003 - [INFO] - [E:4| 200]: Train Loss:0.0013805, Val MRR:0.28004, yago11k_0.00003
2023-06-05 05:40:35,881 - yago11k_0.00003 - [INFO] - [E:4| 300]: Train Loss:0.0013816, Val MRR:0.28004, yago11k_0.00003
2023-06-05 05:41:39,664 - yago11k_0.00003 - [INFO] - [E:4| 400]: Train Loss:0.0013821, Val MRR:0.28004, yago11k_0.00003
2023-06-05 05:42:43,432 - yago11k_0.00003 - [INFO] - [E:4| 500]: Train Loss:0.0013817, Val MRR:0.28004, yago11k_0.00003
2023-06-05 05:43:46,733 - yago11k_0.00003 - [INFO] - [E:4| 600]: Train Loss:0.001383, Val MRR:0.28004, yago11k_0.00003
2023-06-05 05:43:46,734 - yago11k_0.00003 - [INFO] - [Epoch:4]: Training Loss:0.001383
2023-06-05 05:43:46,951 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 05:43:58,983 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 05:44:10,881 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 4 valid]:
MRR: Tail : 0.36414, Head : 0.19472, Avg : 0.27943
2023-06-05 05:44:10,881 - yago11k_0.00003 - [INFO] - [Epoch 4]: Training Loss: 0.001383, Valid MRR: 0.28004,
2023-06-05 05:44:11,521 - yago11k_0.00003 - [INFO] - [E:5| 0]: Train Loss:0.0013303, Val MRR:0.28004, yago11k_0.00003
2023-06-05 05:45:15,325 - yago11k_0.00003 - [INFO] - [E:5| 100]: Train Loss:0.001378, Val MRR:0.28004, yago11k_0.00003
2023-06-05 05:46:19,278 - yago11k_0.00003 - [INFO] - [E:5| 200]: Train Loss:0.0013753, Val MRR:0.28004, yago11k_0.00003
2023-06-05 05:47:23,158 - yago11k_0.00003 - [INFO] - [E:5| 300]: Train Loss:0.0013772, Val MRR:0.28004, yago11k_0.00003
2023-06-05 05:48:27,082 - yago11k_0.00003 - [INFO] - [E:5| 400]: Train Loss:0.0013782, Val MRR:0.28004, yago11k_0.00003
2023-06-05 05:49:31,063 - yago11k_0.00003 - [INFO] - [E:5| 500]: Train Loss:0.001377, Val MRR:0.28004, yago11k_0.00003
2023-06-05 05:50:34,575 - yago11k_0.00003 - [INFO] - [E:5| 600]: Train Loss:0.0013756, Val MRR:0.28004, yago11k_0.00003
2023-06-05 05:50:34,575 - yago11k_0.00003 - [INFO] - [Epoch:5]: Training Loss:0.001376
2023-06-05 05:50:34,790 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 05:50:46,897 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 05:50:58,861 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 5 valid]:
MRR: Tail : 0.36734, Head : 0.19809, Avg : 0.28272
2023-06-05 05:50:59,977 - yago11k_0.00003 - [INFO] - [Epoch 5]: Training Loss: 0.0013756, Valid MRR: 0.28272,
2023-06-05 05:51:00,638 - yago11k_0.00003 - [INFO] - [E:6| 0]: Train Loss:0.0013754, Val MRR:0.28272, yago11k_0.00003
2023-06-05 05:52:04,550 - yago11k_0.00003 - [INFO] - [E:6| 100]: Train Loss:0.0013635, Val MRR:0.28272, yago11k_0.00003
2023-06-05 05:53:08,587 - yago11k_0.00003 - [INFO] - [E:6| 200]: Train Loss:0.0013642, Val MRR:0.28272, yago11k_0.00003
2023-06-05 05:54:12,606 - yago11k_0.00003 - [INFO] - [E:6| 300]: Train Loss:0.0013663, Val MRR:0.28272, yago11k_0.00003
2023-06-05 05:55:16,630 - yago11k_0.00003 - [INFO] - [E:6| 400]: Train Loss:0.0013679, Val MRR:0.28272, yago11k_0.00003
2023-06-05 05:56:20,697 - yago11k_0.00003 - [INFO] - [E:6| 500]: Train Loss:0.001369, Val MRR:0.28272, yago11k_0.00003
2023-06-05 05:57:24,254 - yago11k_0.00003 - [INFO] - [E:6| 600]: Train Loss:0.0013693, Val MRR:0.28272, yago11k_0.00003
2023-06-05 05:57:24,254 - yago11k_0.00003 - [INFO] - [Epoch:6]: Training Loss:0.001369
2023-06-05 05:57:24,474 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 05:57:36,586 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 05:57:48,538 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 6 valid]:
MRR: Tail : 0.35976, Head : 0.19804, Avg : 0.2789
2023-06-05 05:57:48,538 - yago11k_0.00003 - [INFO] - [Epoch 6]: Training Loss: 0.0013693, Valid MRR: 0.28272,
2023-06-05 05:57:49,207 - yago11k_0.00003 - [INFO] - [E:7| 0]: Train Loss:0.0013633, Val MRR:0.28272, yago11k_0.00003
2023-06-05 05:58:53,116 - yago11k_0.00003 - [INFO] - [E:7| 100]: Train Loss:0.0013605, Val MRR:0.28272, yago11k_0.00003
2023-06-05 05:59:57,049 - yago11k_0.00003 - [INFO] - [E:7| 200]: Train Loss:0.0013593, Val MRR:0.28272, yago11k_0.00003
2023-06-05 06:01:01,084 - yago11k_0.00003 - [INFO] - [E:7| 300]: Train Loss:0.0013609, Val MRR:0.28272, yago11k_0.00003
2023-06-05 06:02:05,191 - yago11k_0.00003 - [INFO] - [E:7| 400]: Train Loss:0.0013627, Val MRR:0.28272, yago11k_0.00003
2023-06-05 06:03:09,363 - yago11k_0.00003 - [INFO] - [E:7| 500]: Train Loss:0.0013636, Val MRR:0.28272, yago11k_0.00003
2023-06-05 06:04:13,087 - yago11k_0.00003 - [INFO] - [E:7| 600]: Train Loss:0.001363, Val MRR:0.28272, yago11k_0.00003
2023-06-05 06:04:13,087 - yago11k_0.00003 - [INFO] - [Epoch:7]: Training Loss:0.001363
2023-06-05 06:04:13,306 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 06:04:25,438 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 06:04:37,411 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 7 valid]:
MRR: Tail : 0.36315, Head : 0.20043, Avg : 0.28179
2023-06-05 06:04:37,412 - yago11k_0.00003 - [INFO] - [Epoch 7]: Training Loss: 0.001363, Valid MRR: 0.28272,
2023-06-05 06:04:38,072 - yago11k_0.00003 - [INFO] - [E:8| 0]: Train Loss:0.0013376, Val MRR:0.28272, yago11k_0.00003
2023-06-05 06:05:42,275 - yago11k_0.00003 - [INFO] - [E:8| 100]: Train Loss:0.0013536, Val MRR:0.28272, yago11k_0.00003
2023-06-05 06:06:46,408 - yago11k_0.00003 - [INFO] - [E:8| 200]: Train Loss:0.0013579, Val MRR:0.28272, yago11k_0.00003
2023-06-05 06:07:50,564 - yago11k_0.00003 - [INFO] - [E:8| 300]: Train Loss:0.0013571, Val MRR:0.28272, yago11k_0.00003
2023-06-05 06:08:54,729 - yago11k_0.00003 - [INFO] - [E:8| 400]: Train Loss:0.0013563, Val MRR:0.28272, yago11k_0.00003
2023-06-05 06:09:58,945 - yago11k_0.00003 - [INFO] - [E:8| 500]: Train Loss:0.0013569, Val MRR:0.28272, yago11k_0.00003
2023-06-05 06:11:02,754 - yago11k_0.00003 - [INFO] - [E:8| 600]: Train Loss:0.0013567, Val MRR:0.28272, yago11k_0.00003
2023-06-05 06:11:02,755 - yago11k_0.00003 - [INFO] - [Epoch:8]: Training Loss:0.001357
2023-06-05 06:11:02,975 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 06:11:15,105 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 06:11:27,121 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 8 valid]:
MRR: Tail : 0.3687, Head : 0.20016, Avg : 0.28443
2023-06-05 06:11:28,495 - yago11k_0.00003 - [INFO] - [Epoch 8]: Training Loss: 0.0013567, Valid MRR: 0.28443,
2023-06-05 06:11:29,143 - yago11k_0.00003 - [INFO] - [E:9| 0]: Train Loss:0.0013182, Val MRR:0.28443, yago11k_0.00003
2023-06-05 06:12:33,359 - yago11k_0.00003 - [INFO] - [E:9| 100]: Train Loss:0.0013551, Val MRR:0.28443, yago11k_0.00003
2023-06-05 06:13:37,675 - yago11k_0.00003 - [INFO] - [E:9| 200]: Train Loss:0.0013508, Val MRR:0.28443, yago11k_0.00003
2023-06-05 06:14:42,265 - yago11k_0.00003 - [INFO] - [E:9| 300]: Train Loss:0.0013508, Val MRR:0.28443, yago11k_0.00003
2023-06-05 06:15:46,467 - yago11k_0.00003 - [INFO] - [E:9| 400]: Train Loss:0.0013514, Val MRR:0.28443, yago11k_0.00003
2023-06-05 06:16:50,577 - yago11k_0.00003 - [INFO] - [E:9| 500]: Train Loss:0.0013509, Val MRR:0.28443, yago11k_0.00003
2023-06-05 06:17:54,330 - yago11k_0.00003 - [INFO] - [E:9| 600]: Train Loss:0.0013507, Val MRR:0.28443, yago11k_0.00003
2023-06-05 06:17:54,330 - yago11k_0.00003 - [INFO] - [Epoch:9]: Training Loss:0.001351
2023-06-05 06:17:54,546 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 06:18:06,688 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 06:18:18,670 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 9 valid]:
MRR: Tail : 0.36509, Head : 0.20286, Avg : 0.28397
MR: Tail : 293.35, Head : 624.54, Avg : 458.95
Hit-1: Tail : 0.2623, Head : 0.15643, Avg : 0.20936
Hit-3: Tail : 0.42164, Head : 0.19644, Avg : 0.30904
Hit-10: Tail : 0.55738, Head : 0.28994, Avg : 0.42366
2023-06-05 06:18:18,670 - yago11k_0.00003 - [INFO] - [Epoch 9]: Training Loss: 0.0013507, Valid MRR: 0.28443,
2023-06-05 06:18:19,316 - yago11k_0.00003 - [INFO] - [E:10| 0]: Train Loss:0.0012904, Val MRR:0.28443, yago11k_0.00003
2023-06-05 06:19:23,519 - yago11k_0.00003 - [INFO] - [E:10| 100]: Train Loss:0.0013413, Val MRR:0.28443, yago11k_0.00003
2023-06-05 06:20:27,769 - yago11k_0.00003 - [INFO] - [E:10| 200]: Train Loss:0.0013429, Val MRR:0.28443, yago11k_0.00003
2023-06-05 06:21:31,941 - yago11k_0.00003 - [INFO] - [E:10| 300]: Train Loss:0.0013425, Val MRR:0.28443, yago11k_0.00003
2023-06-05 06:22:36,116 - yago11k_0.00003 - [INFO] - [E:10| 400]: Train Loss:0.0013432, Val MRR:0.28443, yago11k_0.00003
2023-06-05 06:23:40,315 - yago11k_0.00003 - [INFO] - [E:10| 500]: Train Loss:0.0013444, Val MRR:0.28443, yago11k_0.00003
2023-06-05 06:24:44,100 - yago11k_0.00003 - [INFO] - [E:10| 600]: Train Loss:0.0013453, Val MRR:0.28443, yago11k_0.00003
2023-06-05 06:24:44,101 - yago11k_0.00003 - [INFO] - [Epoch:10]: Training Loss:0.001345
2023-06-05 06:24:44,316 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 06:24:56,466 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 06:25:08,452 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 10 valid]:
MRR: Tail : 0.36844, Head : 0.20339, Avg : 0.28592
2023-06-05 06:25:09,623 - yago11k_0.00003 - [INFO] - [Epoch 10]: Training Loss: 0.0013453, Valid MRR: 0.28592,
2023-06-05 06:25:10,276 - yago11k_0.00003 - [INFO] - [E:11| 0]: Train Loss:0.0013578, Val MRR:0.28592, yago11k_0.00003
2023-06-05 06:26:14,529 - yago11k_0.00003 - [INFO] - [E:11| 100]: Train Loss:0.0013348, Val MRR:0.28592, yago11k_0.00003
2023-06-05 06:27:18,774 - yago11k_0.00003 - [INFO] - [E:11| 200]: Train Loss:0.0013378, Val MRR:0.28592, yago11k_0.00003
2023-06-05 06:28:22,944 - yago11k_0.00003 - [INFO] - [E:11| 300]: Train Loss:0.0013394, Val MRR:0.28592, yago11k_0.00003
2023-06-05 06:29:27,652 - yago11k_0.00003 - [INFO] - [E:11| 400]: Train Loss:0.0013396, Val MRR:0.28592, yago11k_0.00003
2023-06-05 06:30:31,990 - yago11k_0.00003 - [INFO] - [E:11| 500]: Train Loss:0.0013394, Val MRR:0.28592, yago11k_0.00003
2023-06-05 06:31:35,627 - yago11k_0.00003 - [INFO] - [E:11| 600]: Train Loss:0.0013399, Val MRR:0.28592, yago11k_0.00003
2023-06-05 06:31:35,627 - yago11k_0.00003 - [INFO] - [Epoch:11]: Training Loss:0.00134
2023-06-05 06:31:35,848 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 06:31:48,001 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 06:31:59,979 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 11 valid]:
MRR: Tail : 0.36537, Head : 0.20547, Avg : 0.28542
2023-06-05 06:31:59,979 - yago11k_0.00003 - [INFO] - [Epoch 11]: Training Loss: 0.0013399, Valid MRR: 0.28592,
2023-06-05 06:32:00,631 - yago11k_0.00003 - [INFO] - [E:12| 0]: Train Loss:0.001321, Val MRR:0.28592, yago11k_0.00003
2023-06-05 06:33:04,797 - yago11k_0.00003 - [INFO] - [E:12| 100]: Train Loss:0.0013387, Val MRR:0.28592, yago11k_0.00003
2023-06-05 06:34:09,018 - yago11k_0.00003 - [INFO] - [E:12| 200]: Train Loss:0.0013385, Val MRR:0.28592, yago11k_0.00003
2023-06-05 06:35:13,194 - yago11k_0.00003 - [INFO] - [E:12| 300]: Train Loss:0.0013383, Val MRR:0.28592, yago11k_0.00003
2023-06-05 06:36:17,474 - yago11k_0.00003 - [INFO] - [E:12| 400]: Train Loss:0.001337, Val MRR:0.28592, yago11k_0.00003
2023-06-05 06:37:21,619 - yago11k_0.00003 - [INFO] - [E:12| 500]: Train Loss:0.0013356, Val MRR:0.28592, yago11k_0.00003
2023-06-05 06:38:25,446 - yago11k_0.00003 - [INFO] - [E:12| 600]: Train Loss:0.0013348, Val MRR:0.28592, yago11k_0.00003
2023-06-05 06:38:25,446 - yago11k_0.00003 - [INFO] - [Epoch:12]: Training Loss:0.001335
2023-06-05 06:38:25,663 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 06:38:37,829 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 06:38:49,825 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 12 valid]:
MRR: Tail : 0.37431, Head : 0.2086, Avg : 0.29146
2023-06-05 06:38:50,972 - yago11k_0.00003 - [INFO] - [Epoch 12]: Training Loss: 0.0013348, Valid MRR: 0.29146,
2023-06-05 06:38:51,629 - yago11k_0.00003 - [INFO] - [E:13| 0]: Train Loss:0.0013157, Val MRR:0.29146, yago11k_0.00003
2023-06-05 06:39:55,849 - yago11k_0.00003 - [INFO] - [E:13| 100]: Train Loss:0.0013303, Val MRR:0.29146, yago11k_0.00003
2023-06-05 06:41:00,178 - yago11k_0.00003 - [INFO] - [E:13| 200]: Train Loss:0.0013286, Val MRR:0.29146, yago11k_0.00003
2023-06-05 06:42:04,503 - yago11k_0.00003 - [INFO] - [E:13| 300]: Train Loss:0.0013286, Val MRR:0.29146, yago11k_0.00003
2023-06-05 06:43:08,801 - yago11k_0.00003 - [INFO] - [E:13| 400]: Train Loss:0.0013284, Val MRR:0.29146, yago11k_0.00003
2023-06-05 06:44:13,304 - yago11k_0.00003 - [INFO] - [E:13| 500]: Train Loss:0.001329, Val MRR:0.29146, yago11k_0.00003
2023-06-05 06:45:17,465 - yago11k_0.00003 - [INFO] - [E:13| 600]: Train Loss:0.0013292, Val MRR:0.29146, yago11k_0.00003
2023-06-05 06:45:17,465 - yago11k_0.00003 - [INFO] - [Epoch:13]: Training Loss:0.001329
2023-06-05 06:45:17,686 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 06:45:29,799 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 06:45:41,769 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 13 valid]:
MRR: Tail : 0.37777, Head : 0.2082, Avg : 0.29299
2023-06-05 06:45:43,051 - yago11k_0.00003 - [INFO] - [Epoch 13]: Training Loss: 0.0013292, Valid MRR: 0.29299,
2023-06-05 06:45:43,712 - yago11k_0.00003 - [INFO] - [E:14| 0]: Train Loss:0.001338, Val MRR:0.29299, yago11k_0.00003
2023-06-05 06:46:47,843 - yago11k_0.00003 - [INFO] - [E:14| 100]: Train Loss:0.0013214, Val MRR:0.29299, yago11k_0.00003
2023-06-05 06:47:52,053 - yago11k_0.00003 - [INFO] - [E:14| 200]: Train Loss:0.0013236, Val MRR:0.29299, yago11k_0.00003
2023-06-05 06:48:56,196 - yago11k_0.00003 - [INFO] - [E:14| 300]: Train Loss:0.0013235, Val MRR:0.29299, yago11k_0.00003
2023-06-05 06:50:00,443 - yago11k_0.00003 - [INFO] - [E:14| 400]: Train Loss:0.0013239, Val MRR:0.29299, yago11k_0.00003
2023-06-05 06:51:04,664 - yago11k_0.00003 - [INFO] - [E:14| 500]: Train Loss:0.0013235, Val MRR:0.29299, yago11k_0.00003
2023-06-05 06:52:08,458 - yago11k_0.00003 - [INFO] - [E:14| 600]: Train Loss:0.0013248, Val MRR:0.29299, yago11k_0.00003
2023-06-05 06:52:08,459 - yago11k_0.00003 - [INFO] - [Epoch:14]: Training Loss:0.001325
2023-06-05 06:52:08,679 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 06:52:20,811 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 06:52:32,797 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 14 valid]:
MRR: Tail : 0.37223, Head : 0.21169, Avg : 0.29196
2023-06-05 06:52:32,797 - yago11k_0.00003 - [INFO] - [Epoch 14]: Training Loss: 0.0013248, Valid MRR: 0.29299,
2023-06-05 06:52:33,455 - yago11k_0.00003 - [INFO] - [E:15| 0]: Train Loss:0.0013016, Val MRR:0.29299, yago11k_0.00003
2023-06-05 06:53:37,703 - yago11k_0.00003 - [INFO] - [E:15| 100]: Train Loss:0.0013198, Val MRR:0.29299, yago11k_0.00003
2023-06-05 06:54:41,978 - yago11k_0.00003 - [INFO] - [E:15| 200]: Train Loss:0.0013191, Val MRR:0.29299, yago11k_0.00003
2023-06-05 06:55:46,149 - yago11k_0.00003 - [INFO] - [E:15| 300]: Train Loss:0.0013197, Val MRR:0.29299, yago11k_0.00003
2023-06-05 06:56:50,365 - yago11k_0.00003 - [INFO] - [E:15| 400]: Train Loss:0.0013204, Val MRR:0.29299, yago11k_0.00003
2023-06-05 06:57:54,595 - yago11k_0.00003 - [INFO] - [E:15| 500]: Train Loss:0.0013206, Val MRR:0.29299, yago11k_0.00003
2023-06-05 06:58:58,474 - yago11k_0.00003 - [INFO] - [E:15| 600]: Train Loss:0.0013203, Val MRR:0.29299, yago11k_0.00003
2023-06-05 06:58:58,475 - yago11k_0.00003 - [INFO] - [Epoch:15]: Training Loss:0.00132
2023-06-05 06:58:58,695 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 06:59:10,889 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 06:59:22,958 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 15 valid]:
MRR: Tail : 0.38094, Head : 0.21353, Avg : 0.29724
2023-06-05 06:59:24,377 - yago11k_0.00003 - [INFO] - [Epoch 15]: Training Loss: 0.0013203, Valid MRR: 0.29724,
2023-06-05 06:59:25,042 - yago11k_0.00003 - [INFO] - [E:16| 0]: Train Loss:0.0013489, Val MRR:0.29724, yago11k_0.00003
2023-06-05 07:00:29,662 - yago11k_0.00003 - [INFO] - [E:16| 100]: Train Loss:0.0013133, Val MRR:0.29724, yago11k_0.00003
2023-06-05 07:01:33,798 - yago11k_0.00003 - [INFO] - [E:16| 200]: Train Loss:0.0013163, Val MRR:0.29724, yago11k_0.00003
2023-06-05 07:02:37,988 - yago11k_0.00003 - [INFO] - [E:16| 300]: Train Loss:0.0013161, Val MRR:0.29724, yago11k_0.00003
2023-06-05 07:03:42,204 - yago11k_0.00003 - [INFO] - [E:16| 400]: Train Loss:0.0013149, Val MRR:0.29724, yago11k_0.00003
2023-06-05 07:04:46,390 - yago11k_0.00003 - [INFO] - [E:16| 500]: Train Loss:0.001315, Val MRR:0.29724, yago11k_0.00003
2023-06-05 07:05:50,239 - yago11k_0.00003 - [INFO] - [E:16| 600]: Train Loss:0.0013148, Val MRR:0.29724, yago11k_0.00003
2023-06-05 07:05:50,239 - yago11k_0.00003 - [INFO] - [Epoch:16]: Training Loss:0.001315
2023-06-05 07:05:50,459 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 07:06:02,601 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 07:06:14,608 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 16 valid]:
MRR: Tail : 0.38234, Head : 0.21587, Avg : 0.29911
2023-06-05 07:06:15,971 - yago11k_0.00003 - [INFO] - [Epoch 16]: Training Loss: 0.0013148, Valid MRR: 0.29911,
2023-06-05 07:06:16,624 - yago11k_0.00003 - [INFO] - [E:17| 0]: Train Loss:0.0012721, Val MRR:0.29911, yago11k_0.00003
2023-06-05 07:07:20,798 - yago11k_0.00003 - [INFO] - [E:17| 100]: Train Loss:0.0013091, Val MRR:0.29911, yago11k_0.00003
2023-06-05 07:08:25,082 - yago11k_0.00003 - [INFO] - [E:17| 200]: Train Loss:0.0013059, Val MRR:0.29911, yago11k_0.00003
2023-06-05 07:09:29,360 - yago11k_0.00003 - [INFO] - [E:17| 300]: Train Loss:0.0013094, Val MRR:0.29911, yago11k_0.00003
2023-06-05 07:10:33,598 - yago11k_0.00003 - [INFO] - [E:17| 400]: Train Loss:0.0013109, Val MRR:0.29911, yago11k_0.00003
2023-06-05 07:11:37,739 - yago11k_0.00003 - [INFO] - [E:17| 500]: Train Loss:0.0013113, Val MRR:0.29911, yago11k_0.00003
2023-06-05 07:12:41,443 - yago11k_0.00003 - [INFO] - [E:17| 600]: Train Loss:0.0013112, Val MRR:0.29911, yago11k_0.00003
2023-06-05 07:12:41,443 - yago11k_0.00003 - [INFO] - [Epoch:17]: Training Loss:0.001311
2023-06-05 07:12:41,659 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 07:12:53,804 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 07:13:05,790 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 17 valid]:
MRR: Tail : 0.38134, Head : 0.21682, Avg : 0.29908
2023-06-05 07:13:05,790 - yago11k_0.00003 - [INFO] - [Epoch 17]: Training Loss: 0.0013112, Valid MRR: 0.29911,
2023-06-05 07:13:06,453 - yago11k_0.00003 - [INFO] - [E:18| 0]: Train Loss:0.0012958, Val MRR:0.29911, yago11k_0.00003
2023-06-05 07:14:10,530 - yago11k_0.00003 - [INFO] - [E:18| 100]: Train Loss:0.0013063, Val MRR:0.29911, yago11k_0.00003
2023-06-05 07:15:14,629 - yago11k_0.00003 - [INFO] - [E:18| 200]: Train Loss:0.001309, Val MRR:0.29911, yago11k_0.00003
2023-06-05 07:16:18,637 - yago11k_0.00003 - [INFO] - [E:18| 300]: Train Loss:0.0013092, Val MRR:0.29911, yago11k_0.00003
2023-06-05 07:17:22,664 - yago11k_0.00003 - [INFO] - [E:18| 400]: Train Loss:0.0013082, Val MRR:0.29911, yago11k_0.00003
2023-06-05 07:18:26,773 - yago11k_0.00003 - [INFO] - [E:18| 500]: Train Loss:0.0013069, Val MRR:0.29911, yago11k_0.00003
2023-06-05 07:19:30,472 - yago11k_0.00003 - [INFO] - [E:18| 600]: Train Loss:0.0013067, Val MRR:0.29911, yago11k_0.00003
2023-06-05 07:19:30,472 - yago11k_0.00003 - [INFO] - [Epoch:18]: Training Loss:0.001307
2023-06-05 07:19:30,693 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 07:19:42,862 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 07:19:54,850 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 18 valid]:
MRR: Tail : 0.38468, Head : 0.21636, Avg : 0.30052
2023-06-05 07:19:56,086 - yago11k_0.00003 - [INFO] - [Epoch 18]: Training Loss: 0.0013067, Valid MRR: 0.30052,
2023-06-05 07:19:56,747 - yago11k_0.00003 - [INFO] - [E:19| 0]: Train Loss:0.0013578, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:21:01,021 - yago11k_0.00003 - [INFO] - [E:19| 100]: Train Loss:0.0013053, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:22:05,196 - yago11k_0.00003 - [INFO] - [E:19| 200]: Train Loss:0.0013056, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:23:09,492 - yago11k_0.00003 - [INFO] - [E:19| 300]: Train Loss:0.0013044, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:24:13,696 - yago11k_0.00003 - [INFO] - [E:19| 400]: Train Loss:0.0013033, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:25:17,900 - yago11k_0.00003 - [INFO] - [E:19| 500]: Train Loss:0.0013032, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:26:21,711 - yago11k_0.00003 - [INFO] - [E:19| 600]: Train Loss:0.0013032, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:26:21,711 - yago11k_0.00003 - [INFO] - [Epoch:19]: Training Loss:0.001303
2023-06-05 07:26:21,931 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 07:26:34,084 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 07:26:46,068 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 19 valid]:
MRR: Tail : 0.37754, Head : 0.21809, Avg : 0.29782
MR: Tail : 305.32, Head : 638.63, Avg : 471.98
Hit-1: Tail : 0.27799, Head : 0.17519, Avg : 0.22659
Hit-3: Tail : 0.43151, Head : 0.21159, Avg : 0.32155
Hit-10: Tail : 0.56377, Head : 0.30008, Avg : 0.43193
2023-06-05 07:26:46,068 - yago11k_0.00003 - [INFO] - [Epoch 19]: Training Loss: 0.0013032, Valid MRR: 0.30052,
2023-06-05 07:26:46,722 - yago11k_0.00003 - [INFO] - [E:20| 0]: Train Loss:0.0012311, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:27:51,033 - yago11k_0.00003 - [INFO] - [E:20| 100]: Train Loss:0.0012952, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:28:55,255 - yago11k_0.00003 - [INFO] - [E:20| 200]: Train Loss:0.0012958, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:29:59,562 - yago11k_0.00003 - [INFO] - [E:20| 300]: Train Loss:0.0012974, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:31:04,192 - yago11k_0.00003 - [INFO] - [E:20| 400]: Train Loss:0.0012981, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:32:08,403 - yago11k_0.00003 - [INFO] - [E:20| 500]: Train Loss:0.0012979, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:33:12,115 - yago11k_0.00003 - [INFO] - [E:20| 600]: Train Loss:0.0012985, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:33:12,116 - yago11k_0.00003 - [INFO] - [Epoch:20]: Training Loss:0.001299
2023-06-05 07:33:12,336 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 07:33:24,591 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 07:33:36,573 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 20 valid]:
MRR: Tail : 0.37915, Head : 0.21544, Avg : 0.2973
2023-06-05 07:33:36,573 - yago11k_0.00003 - [INFO] - [Epoch 20]: Training Loss: 0.0012985, Valid MRR: 0.30052,
2023-06-05 07:33:37,219 - yago11k_0.00003 - [INFO] - [E:21| 0]: Train Loss:0.0012844, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:34:41,428 - yago11k_0.00003 - [INFO] - [E:21| 100]: Train Loss:0.0012859, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:35:45,636 - yago11k_0.00003 - [INFO] - [E:21| 200]: Train Loss:0.0012907, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:36:49,712 - yago11k_0.00003 - [INFO] - [E:21| 300]: Train Loss:0.0012917, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:37:53,860 - yago11k_0.00003 - [INFO] - [E:21| 400]: Train Loss:0.0012926, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:38:58,116 - yago11k_0.00003 - [INFO] - [E:21| 500]: Train Loss:0.0012944, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:40:01,778 - yago11k_0.00003 - [INFO] - [E:21| 600]: Train Loss:0.0012949, Val MRR:0.30052, yago11k_0.00003
2023-06-05 07:40:01,852 - yago11k_0.00003 - [INFO] - [Epoch:21]: Training Loss:0.001295
2023-06-05 07:40:02,069 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 07:40:14,219 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 07:40:26,211 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 21 valid]:
MRR: Tail : 0.38584, Head : 0.22009, Avg : 0.30297
2023-06-05 07:40:27,390 - yago11k_0.00003 - [INFO] - [Epoch 21]: Training Loss: 0.0012949, Valid MRR: 0.30297,
2023-06-05 07:40:28,044 - yago11k_0.00003 - [INFO] - [E:22| 0]: Train Loss:0.0012777, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:41:32,190 - yago11k_0.00003 - [INFO] - [E:22| 100]: Train Loss:0.0012925, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:42:36,291 - yago11k_0.00003 - [INFO] - [E:22| 200]: Train Loss:0.0012902, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:43:40,408 - yago11k_0.00003 - [INFO] - [E:22| 300]: Train Loss:0.0012904, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:44:44,489 - yago11k_0.00003 - [INFO] - [E:22| 400]: Train Loss:0.0012909, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:45:48,667 - yago11k_0.00003 - [INFO] - [E:22| 500]: Train Loss:0.0012905, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:46:52,427 - yago11k_0.00003 - [INFO] - [E:22| 600]: Train Loss:0.0012904, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:46:52,427 - yago11k_0.00003 - [INFO] - [Epoch:22]: Training Loss:0.00129
2023-06-05 07:46:52,644 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 07:47:04,748 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 07:47:16,714 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 22 valid]:
MRR: Tail : 0.38331, Head : 0.21875, Avg : 0.30103
2023-06-05 07:47:16,715 - yago11k_0.00003 - [INFO] - [Epoch 22]: Training Loss: 0.0012904, Valid MRR: 0.30297,
2023-06-05 07:47:17,365 - yago11k_0.00003 - [INFO] - [E:23| 0]: Train Loss:0.0012877, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:48:21,352 - yago11k_0.00003 - [INFO] - [E:23| 100]: Train Loss:0.0012844, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:49:25,409 - yago11k_0.00003 - [INFO] - [E:23| 200]: Train Loss:0.0012851, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:50:29,374 - yago11k_0.00003 - [INFO] - [E:23| 300]: Train Loss:0.0012853, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:51:33,520 - yago11k_0.00003 - [INFO] - [E:23| 400]: Train Loss:0.0012873, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:52:37,445 - yago11k_0.00003 - [INFO] - [E:23| 500]: Train Loss:0.0012875, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:53:41,021 - yago11k_0.00003 - [INFO] - [E:23| 600]: Train Loss:0.0012871, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:53:41,022 - yago11k_0.00003 - [INFO] - [Epoch:23]: Training Loss:0.001287
2023-06-05 07:53:41,242 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 07:53:53,380 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 07:54:05,386 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 23 valid]:
MRR: Tail : 0.38015, Head : 0.21919, Avg : 0.29967
2023-06-05 07:54:05,386 - yago11k_0.00003 - [INFO] - [Epoch 23]: Training Loss: 0.0012871, Valid MRR: 0.30297,
2023-06-05 07:54:06,040 - yago11k_0.00003 - [INFO] - [E:24| 0]: Train Loss:0.0012642, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:55:10,165 - yago11k_0.00003 - [INFO] - [E:24| 100]: Train Loss:0.001283, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:56:14,174 - yago11k_0.00003 - [INFO] - [E:24| 200]: Train Loss:0.0012824, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:57:18,273 - yago11k_0.00003 - [INFO] - [E:24| 300]: Train Loss:0.0012836, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:58:22,344 - yago11k_0.00003 - [INFO] - [E:24| 400]: Train Loss:0.0012849, Val MRR:0.30297, yago11k_0.00003
2023-06-05 07:59:26,418 - yago11k_0.00003 - [INFO] - [E:24| 500]: Train Loss:0.0012854, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:00:29,985 - yago11k_0.00003 - [INFO] - [E:24| 600]: Train Loss:0.001284, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:00:29,985 - yago11k_0.00003 - [INFO] - [Epoch:24]: Training Loss:0.001284
2023-06-05 08:00:30,204 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 08:00:42,303 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 08:00:54,268 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 24 valid]:
MRR: Tail : 0.38057, Head : 0.22159, Avg : 0.30108
2023-06-05 08:00:54,268 - yago11k_0.00003 - [INFO] - [Epoch 24]: Training Loss: 0.001284, Valid MRR: 0.30297,
2023-06-05 08:00:54,919 - yago11k_0.00003 - [INFO] - [E:25| 0]: Train Loss:0.0012832, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:01:58,928 - yago11k_0.00003 - [INFO] - [E:25| 100]: Train Loss:0.0012813, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:03:02,817 - yago11k_0.00003 - [INFO] - [E:25| 200]: Train Loss:0.0012829, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:04:06,640 - yago11k_0.00003 - [INFO] - [E:25| 300]: Train Loss:0.0012819, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:05:10,574 - yago11k_0.00003 - [INFO] - [E:25| 400]: Train Loss:0.0012818, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:06:14,493 - yago11k_0.00003 - [INFO] - [E:25| 500]: Train Loss:0.0012802, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:07:17,932 - yago11k_0.00003 - [INFO] - [E:25| 600]: Train Loss:0.0012807, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:07:17,932 - yago11k_0.00003 - [INFO] - [Epoch:25]: Training Loss:0.001281
2023-06-05 08:07:18,150 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 08:07:30,274 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 08:07:42,256 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 25 valid]:
MRR: Tail : 0.37992, Head : 0.22141, Avg : 0.30067
2023-06-05 08:07:42,256 - yago11k_0.00003 - [INFO] - [Epoch 25]: Training Loss: 0.0012807, Valid MRR: 0.30297,
2023-06-05 08:07:42,900 - yago11k_0.00003 - [INFO] - [E:26| 0]: Train Loss:0.0012257, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:08:46,807 - yago11k_0.00003 - [INFO] - [E:26| 100]: Train Loss:0.0012757, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:09:50,734 - yago11k_0.00003 - [INFO] - [E:26| 200]: Train Loss:0.001275, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:10:54,847 - yago11k_0.00003 - [INFO] - [E:26| 300]: Train Loss:0.0012764, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:11:58,845 - yago11k_0.00003 - [INFO] - [E:26| 400]: Train Loss:0.0012762, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:13:02,960 - yago11k_0.00003 - [INFO] - [E:26| 500]: Train Loss:0.0012759, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:14:06,552 - yago11k_0.00003 - [INFO] - [E:26| 600]: Train Loss:0.0012764, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:14:06,553 - yago11k_0.00003 - [INFO] - [Epoch:26]: Training Loss:0.001276
2023-06-05 08:14:06,769 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 08:14:18,911 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 08:14:30,913 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 26 valid]:
MRR: Tail : 0.38407, Head : 0.22168, Avg : 0.30287
2023-06-05 08:14:30,913 - yago11k_0.00003 - [INFO] - [Epoch 26]: Training Loss: 0.0012764, Valid MRR: 0.30297,
2023-06-05 08:14:31,558 - yago11k_0.00003 - [INFO] - [E:27| 0]: Train Loss:0.0012809, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:15:35,640 - yago11k_0.00003 - [INFO] - [E:27| 100]: Train Loss:0.0012731, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:16:39,665 - yago11k_0.00003 - [INFO] - [E:27| 200]: Train Loss:0.0012724, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:17:43,625 - yago11k_0.00003 - [INFO] - [E:27| 300]: Train Loss:0.0012746, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:18:47,489 - yago11k_0.00003 - [INFO] - [E:27| 400]: Train Loss:0.0012736, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:19:51,350 - yago11k_0.00003 - [INFO] - [E:27| 500]: Train Loss:0.0012735, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:20:54,799 - yago11k_0.00003 - [INFO] - [E:27| 600]: Train Loss:0.0012741, Val MRR:0.30297, yago11k_0.00003
2023-06-05 08:20:54,800 - yago11k_0.00003 - [INFO] - [Epoch:27]: Training Loss:0.001274
2023-06-05 08:20:55,017 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 08:21:07,151 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 08:21:19,151 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 27 valid]:
MRR: Tail : 0.38677, Head : 0.22277, Avg : 0.30477
2023-06-05 08:21:20,501 - yago11k_0.00003 - [INFO] - [Epoch 27]: Training Loss: 0.0012741, Valid MRR: 0.30477,
2023-06-05 08:21:21,157 - yago11k_0.00003 - [INFO] - [E:28| 0]: Train Loss:0.0012504, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:22:25,055 - yago11k_0.00003 - [INFO] - [E:28| 100]: Train Loss:0.0012664, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:23:29,113 - yago11k_0.00003 - [INFO] - [E:28| 200]: Train Loss:0.0012676, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:24:33,111 - yago11k_0.00003 - [INFO] - [E:28| 300]: Train Loss:0.0012684, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:25:37,228 - yago11k_0.00003 - [INFO] - [E:28| 400]: Train Loss:0.0012705, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:26:41,315 - yago11k_0.00003 - [INFO] - [E:28| 500]: Train Loss:0.0012707, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:27:44,935 - yago11k_0.00003 - [INFO] - [E:28| 600]: Train Loss:0.0012706, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:27:44,935 - yago11k_0.00003 - [INFO] - [Epoch:28]: Training Loss:0.001271
2023-06-05 08:27:45,152 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 08:27:57,291 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 08:28:09,283 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 28 valid]:
MRR: Tail : 0.3867, Head : 0.22221, Avg : 0.30446
2023-06-05 08:28:09,284 - yago11k_0.00003 - [INFO] - [Epoch 28]: Training Loss: 0.0012706, Valid MRR: 0.30477,
2023-06-05 08:28:09,939 - yago11k_0.00003 - [INFO] - [E:29| 0]: Train Loss:0.001252, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:29:14,026 - yago11k_0.00003 - [INFO] - [E:29| 100]: Train Loss:0.0012686, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:30:18,080 - yago11k_0.00003 - [INFO] - [E:29| 200]: Train Loss:0.0012675, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:31:22,227 - yago11k_0.00003 - [INFO] - [E:29| 300]: Train Loss:0.0012663, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:32:26,196 - yago11k_0.00003 - [INFO] - [E:29| 400]: Train Loss:0.0012672, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:33:30,170 - yago11k_0.00003 - [INFO] - [E:29| 500]: Train Loss:0.0012677, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:34:33,547 - yago11k_0.00003 - [INFO] - [E:29| 600]: Train Loss:0.0012681, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:34:33,547 - yago11k_0.00003 - [INFO] - [Epoch:29]: Training Loss:0.001268
2023-06-05 08:34:33,764 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 08:34:45,905 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 08:34:57,871 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 29 valid]:
MRR: Tail : 0.3816, Head : 0.22351, Avg : 0.30256
MR: Tail : 330.54, Head : 658.2, Avg : 494.37
Hit-1: Tail : 0.28049, Head : 0.18005, Avg : 0.23027
Hit-3: Tail : 0.43415, Head : 0.21631, Avg : 0.32523
Hit-10: Tail : 0.57016, Head : 0.308, Avg : 0.43908
2023-06-05 08:34:57,871 - yago11k_0.00003 - [INFO] - [Epoch 29]: Training Loss: 0.0012681, Valid MRR: 0.30477,
2023-06-05 08:34:58,515 - yago11k_0.00003 - [INFO] - [E:30| 0]: Train Loss:0.0012503, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:36:02,623 - yago11k_0.00003 - [INFO] - [E:30| 100]: Train Loss:0.0012637, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:37:06,797 - yago11k_0.00003 - [INFO] - [E:30| 200]: Train Loss:0.001266, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:38:10,971 - yago11k_0.00003 - [INFO] - [E:30| 300]: Train Loss:0.0012661, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:39:15,181 - yago11k_0.00003 - [INFO] - [E:30| 400]: Train Loss:0.0012658, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:40:19,401 - yago11k_0.00003 - [INFO] - [E:30| 500]: Train Loss:0.0012655, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:41:23,206 - yago11k_0.00003 - [INFO] - [E:30| 600]: Train Loss:0.0012655, Val MRR:0.30477, yago11k_0.00003
2023-06-05 08:41:23,207 - yago11k_0.00003 - [INFO] - [Epoch:30]: Training Loss:0.001266
2023-06-05 08:41:23,427 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 08:41:35,569 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 08:41:47,564 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 30 valid]:
MRR: Tail : 0.3885, Head : 0.22246, Avg : 0.30548
2023-06-05 08:41:48,874 - yago11k_0.00003 - [INFO] - [Epoch 30]: Training Loss: 0.0012655, Valid MRR: 0.30548,
2023-06-05 08:41:49,521 - yago11k_0.00003 - [INFO] - [E:31| 0]: Train Loss:0.0013349, Val MRR:0.30548, yago11k_0.00003
2023-06-05 08:42:53,769 - yago11k_0.00003 - [INFO] - [E:31| 100]: Train Loss:0.0012634, Val MRR:0.30548, yago11k_0.00003
2023-06-05 08:43:57,972 - yago11k_0.00003 - [INFO] - [E:31| 200]: Train Loss:0.001262, Val MRR:0.30548, yago11k_0.00003
2023-06-05 08:45:02,293 - yago11k_0.00003 - [INFO] - [E:31| 300]: Train Loss:0.001262, Val MRR:0.30548, yago11k_0.00003
2023-06-05 08:46:06,548 - yago11k_0.00003 - [INFO] - [E:31| 400]: Train Loss:0.0012617, Val MRR:0.30548, yago11k_0.00003
2023-06-05 08:47:10,750 - yago11k_0.00003 - [INFO] - [E:31| 500]: Train Loss:0.0012617, Val MRR:0.30548, yago11k_0.00003
2023-06-05 08:48:14,736 - yago11k_0.00003 - [INFO] - [E:31| 600]: Train Loss:0.0012622, Val MRR:0.30548, yago11k_0.00003
2023-06-05 08:48:14,736 - yago11k_0.00003 - [INFO] - [Epoch:31]: Training Loss:0.001262
2023-06-05 08:48:14,956 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 08:48:27,204 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 08:48:39,278 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 31 valid]:
MRR: Tail : 0.38447, Head : 0.22419, Avg : 0.30433
2023-06-05 08:48:39,279 - yago11k_0.00003 - [INFO] - [Epoch 31]: Training Loss: 0.0012622, Valid MRR: 0.30548,
2023-06-05 08:48:39,939 - yago11k_0.00003 - [INFO] - [E:32| 0]: Train Loss:0.0012355, Val MRR:0.30548, yago11k_0.00003
2023-06-05 08:49:44,463 - yago11k_0.00003 - [INFO] - [E:32| 100]: Train Loss:0.0012576, Val MRR:0.30548, yago11k_0.00003
2023-06-05 08:50:48,644 - yago11k_0.00003 - [INFO] - [E:32| 200]: Train Loss:0.00126, Val MRR:0.30548, yago11k_0.00003
2023-06-05 08:51:52,798 - yago11k_0.00003 - [INFO] - [E:32| 300]: Train Loss:0.0012596, Val MRR:0.30548, yago11k_0.00003
2023-06-05 08:52:57,036 - yago11k_0.00003 - [INFO] - [E:32| 400]: Train Loss:0.0012591, Val MRR:0.30548, yago11k_0.00003
2023-06-05 08:54:01,232 - yago11k_0.00003 - [INFO] - [E:32| 500]: Train Loss:0.0012599, Val MRR:0.30548, yago11k_0.00003
2023-06-05 08:55:04,972 - yago11k_0.00003 - [INFO] - [E:32| 600]: Train Loss:0.0012599, Val MRR:0.30548, yago11k_0.00003
2023-06-05 08:55:04,973 - yago11k_0.00003 - [INFO] - [Epoch:32]: Training Loss:0.00126
2023-06-05 08:55:05,188 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 08:55:17,335 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 08:55:29,345 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 32 valid]:
MRR: Tail : 0.38629, Head : 0.22361, Avg : 0.30495
2023-06-05 08:55:29,345 - yago11k_0.00003 - [INFO] - [Epoch 32]: Training Loss: 0.0012599, Valid MRR: 0.30548,
2023-06-05 08:55:29,991 - yago11k_0.00003 - [INFO] - [E:33| 0]: Train Loss:0.0012917, Val MRR:0.30548, yago11k_0.00003
2023-06-05 08:56:34,241 - yago11k_0.00003 - [INFO] - [E:33| 100]: Train Loss:0.0012546, Val MRR:0.30548, yago11k_0.00003
2023-06-05 08:57:38,484 - yago11k_0.00003 - [INFO] - [E:33| 200]: Train Loss:0.001254, Val MRR:0.30548, yago11k_0.00003
2023-06-05 08:58:42,680 - yago11k_0.00003 - [INFO] - [E:33| 300]: Train Loss:0.0012546, Val MRR:0.30548, yago11k_0.00003
2023-06-05 08:59:46,968 - yago11k_0.00003 - [INFO] - [E:33| 400]: Train Loss:0.0012554, Val MRR:0.30548, yago11k_0.00003
2023-06-05 09:00:51,185 - yago11k_0.00003 - [INFO] - [E:33| 500]: Train Loss:0.0012562, Val MRR:0.30548, yago11k_0.00003
2023-06-05 09:01:54,912 - yago11k_0.00003 - [INFO] - [E:33| 600]: Train Loss:0.0012572, Val MRR:0.30548, yago11k_0.00003
2023-06-05 09:01:54,913 - yago11k_0.00003 - [INFO] - [Epoch:33]: Training Loss:0.001257
2023-06-05 09:01:55,131 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 09:02:07,282 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 09:02:19,272 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 33 valid]:
MRR: Tail : 0.39286, Head : 0.22317, Avg : 0.30801
2023-06-05 09:02:20,813 - yago11k_0.00003 - [INFO] - [Epoch 33]: Training Loss: 0.0012572, Valid MRR: 0.30801,
2023-06-05 09:02:21,470 - yago11k_0.00003 - [INFO] - [E:34| 0]: Train Loss:0.0012612, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:03:25,978 - yago11k_0.00003 - [INFO] - [E:34| 100]: Train Loss:0.0012595, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:04:30,670 - yago11k_0.00003 - [INFO] - [E:34| 200]: Train Loss:0.0012562, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:05:34,893 - yago11k_0.00003 - [INFO] - [E:34| 300]: Train Loss:0.0012547, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:06:39,121 - yago11k_0.00003 - [INFO] - [E:34| 400]: Train Loss:0.0012554, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:07:43,321 - yago11k_0.00003 - [INFO] - [E:34| 500]: Train Loss:0.0012547, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:08:47,135 - yago11k_0.00003 - [INFO] - [E:34| 600]: Train Loss:0.0012549, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:08:47,136 - yago11k_0.00003 - [INFO] - [Epoch:34]: Training Loss:0.001255
2023-06-05 09:08:47,357 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 09:08:59,519 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 09:09:11,553 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 34 valid]:
MRR: Tail : 0.38907, Head : 0.22502, Avg : 0.30705
2023-06-05 09:09:11,553 - yago11k_0.00003 - [INFO] - [Epoch 34]: Training Loss: 0.0012549, Valid MRR: 0.30801,
2023-06-05 09:09:12,211 - yago11k_0.00003 - [INFO] - [E:35| 0]: Train Loss:0.0013003, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:10:16,487 - yago11k_0.00003 - [INFO] - [E:35| 100]: Train Loss:0.0012552, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:11:20,811 - yago11k_0.00003 - [INFO] - [E:35| 200]: Train Loss:0.0012536, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:12:25,170 - yago11k_0.00003 - [INFO] - [E:35| 300]: Train Loss:0.0012524, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:13:29,384 - yago11k_0.00003 - [INFO] - [E:35| 400]: Train Loss:0.0012526, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:14:33,649 - yago11k_0.00003 - [INFO] - [E:35| 500]: Train Loss:0.0012522, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:15:37,492 - yago11k_0.00003 - [INFO] - [E:35| 600]: Train Loss:0.0012525, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:15:37,493 - yago11k_0.00003 - [INFO] - [Epoch:35]: Training Loss:0.001252
2023-06-05 09:15:37,713 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 09:15:49,881 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 09:16:01,886 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 35 valid]:
MRR: Tail : 0.38924, Head : 0.22622, Avg : 0.30773
2023-06-05 09:16:01,886 - yago11k_0.00003 - [INFO] - [Epoch 35]: Training Loss: 0.0012525, Valid MRR: 0.30801,
2023-06-05 09:16:02,543 - yago11k_0.00003 - [INFO] - [E:36| 0]: Train Loss:0.0012377, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:17:06,948 - yago11k_0.00003 - [INFO] - [E:36| 100]: Train Loss:0.0012462, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:18:11,534 - yago11k_0.00003 - [INFO] - [E:36| 200]: Train Loss:0.0012487, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:19:16,219 - yago11k_0.00003 - [INFO] - [E:36| 300]: Train Loss:0.0012487, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:20:20,884 - yago11k_0.00003 - [INFO] - [E:36| 400]: Train Loss:0.0012487, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:21:25,069 - yago11k_0.00003 - [INFO] - [E:36| 500]: Train Loss:0.0012504, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:22:28,835 - yago11k_0.00003 - [INFO] - [E:36| 600]: Train Loss:0.0012504, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:22:28,835 - yago11k_0.00003 - [INFO] - [Epoch:36]: Training Loss:0.00125
2023-06-05 09:22:29,052 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 09:22:41,224 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 09:22:53,237 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 36 valid]:
MRR: Tail : 0.38268, Head : 0.22655, Avg : 0.30462
2023-06-05 09:22:53,237 - yago11k_0.00003 - [INFO] - [Epoch 36]: Training Loss: 0.0012504, Valid MRR: 0.30801,
2023-06-05 09:22:53,882 - yago11k_0.00003 - [INFO] - [E:37| 0]: Train Loss:0.0012443, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:23:58,314 - yago11k_0.00003 - [INFO] - [E:37| 100]: Train Loss:0.0012462, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:25:02,585 - yago11k_0.00003 - [INFO] - [E:37| 200]: Train Loss:0.0012484, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:26:06,824 - yago11k_0.00003 - [INFO] - [E:37| 300]: Train Loss:0.0012482, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:27:10,995 - yago11k_0.00003 - [INFO] - [E:37| 400]: Train Loss:0.0012487, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:28:15,242 - yago11k_0.00003 - [INFO] - [E:37| 500]: Train Loss:0.0012489, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:29:19,042 - yago11k_0.00003 - [INFO] - [E:37| 600]: Train Loss:0.0012478, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:29:19,043 - yago11k_0.00003 - [INFO] - [Epoch:37]: Training Loss:0.001248
2023-06-05 09:29:19,263 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 09:29:31,419 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 09:29:43,513 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 37 valid]:
MRR: Tail : 0.38928, Head : 0.22528, Avg : 0.30728
2023-06-05 09:29:43,513 - yago11k_0.00003 - [INFO] - [Epoch 37]: Training Loss: 0.0012478, Valid MRR: 0.30801,
2023-06-05 09:29:44,182 - yago11k_0.00003 - [INFO] - [E:38| 0]: Train Loss:0.0012182, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:30:48,932 - yago11k_0.00003 - [INFO] - [E:38| 100]: Train Loss:0.0012472, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:31:53,168 - yago11k_0.00003 - [INFO] - [E:38| 200]: Train Loss:0.0012467, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:32:57,409 - yago11k_0.00003 - [INFO] - [E:38| 300]: Train Loss:0.0012463, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:34:01,483 - yago11k_0.00003 - [INFO] - [E:38| 400]: Train Loss:0.0012458, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:35:05,994 - yago11k_0.00003 - [INFO] - [E:38| 500]: Train Loss:0.0012459, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:36:09,981 - yago11k_0.00003 - [INFO] - [E:38| 600]: Train Loss:0.0012457, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:36:09,982 - yago11k_0.00003 - [INFO] - [Epoch:38]: Training Loss:0.001246
2023-06-05 09:36:10,201 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 09:36:22,335 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 09:36:34,328 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 38 valid]:
MRR: Tail : 0.3887, Head : 0.22437, Avg : 0.30654
2023-06-05 09:36:34,328 - yago11k_0.00003 - [INFO] - [Epoch 38]: Training Loss: 0.0012457, Valid MRR: 0.30801,
2023-06-05 09:36:34,991 - yago11k_0.00003 - [INFO] - [E:39| 0]: Train Loss:0.0012404, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:37:39,112 - yago11k_0.00003 - [INFO] - [E:39| 100]: Train Loss:0.0012409, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:38:43,267 - yago11k_0.00003 - [INFO] - [E:39| 200]: Train Loss:0.0012427, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:39:47,764 - yago11k_0.00003 - [INFO] - [E:39| 300]: Train Loss:0.0012429, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:40:52,026 - yago11k_0.00003 - [INFO] - [E:39| 400]: Train Loss:0.0012432, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:41:56,273 - yago11k_0.00003 - [INFO] - [E:39| 500]: Train Loss:0.0012428, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:43:00,055 - yago11k_0.00003 - [INFO] - [E:39| 600]: Train Loss:0.0012436, Val MRR:0.30801, yago11k_0.00003
2023-06-05 09:43:00,056 - yago11k_0.00003 - [INFO] - [Epoch:39]: Training Loss:0.001244
2023-06-05 09:43:00,271 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 09:43:12,428 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 09:43:24,412 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 39 valid]:
MRR: Tail : 0.39297, Head : 0.22648, Avg : 0.30973
MR: Tail : 332.63, Head : 669.07, Avg : 500.85
Hit-1: Tail : 0.29717, Head : 0.18255, Avg : 0.23986
Hit-3: Tail : 0.44012, Head : 0.21964, Avg : 0.32988
Hit-10: Tail : 0.57599, Head : 0.31286, Avg : 0.44443
2023-06-05 09:43:25,683 - yago11k_0.00003 - [INFO] - [Epoch 39]: Training Loss: 0.0012436, Valid MRR: 0.30973,
2023-06-05 09:43:26,349 - yago11k_0.00003 - [INFO] - [E:40| 0]: Train Loss:0.0012344, Val MRR:0.30973, yago11k_0.00003
2023-06-05 09:44:30,921 - yago11k_0.00003 - [INFO] - [E:40| 100]: Train Loss:0.0012326, Val MRR:0.30973, yago11k_0.00003
2023-06-05 09:45:35,113 - yago11k_0.00003 - [INFO] - [E:40| 200]: Train Loss:0.0012368, Val MRR:0.30973, yago11k_0.00003
2023-06-05 09:46:39,281 - yago11k_0.00003 - [INFO] - [E:40| 300]: Train Loss:0.0012402, Val MRR:0.30973, yago11k_0.00003
2023-06-05 09:47:43,482 - yago11k_0.00003 - [INFO] - [E:40| 400]: Train Loss:0.0012406, Val MRR:0.30973, yago11k_0.00003
2023-06-05 09:48:47,726 - yago11k_0.00003 - [INFO] - [E:40| 500]: Train Loss:0.0012416, Val MRR:0.30973, yago11k_0.00003
2023-06-05 09:49:51,752 - yago11k_0.00003 - [INFO] - [E:40| 600]: Train Loss:0.001242, Val MRR:0.30973, yago11k_0.00003
2023-06-05 09:49:51,753 - yago11k_0.00003 - [INFO] - [Epoch:40]: Training Loss:0.001242
2023-06-05 09:49:51,973 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 09:50:04,184 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 09:50:16,266 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 40 valid]:
MRR: Tail : 0.38779, Head : 0.22728, Avg : 0.30753
2023-06-05 09:50:16,266 - yago11k_0.00003 - [INFO] - [Epoch 40]: Training Loss: 0.001242, Valid MRR: 0.30973,
2023-06-05 09:50:16,925 - yago11k_0.00003 - [INFO] - [E:41| 0]: Train Loss:0.0011958, Val MRR:0.30973, yago11k_0.00003
2023-06-05 09:51:21,241 - yago11k_0.00003 - [INFO] - [E:41| 100]: Train Loss:0.0012397, Val MRR:0.30973, yago11k_0.00003
2023-06-05 09:52:25,392 - yago11k_0.00003 - [INFO] - [E:41| 200]: Train Loss:0.0012398, Val MRR:0.30973, yago11k_0.00003
2023-06-05 09:53:29,566 - yago11k_0.00003 - [INFO] - [E:41| 300]: Train Loss:0.0012391, Val MRR:0.30973, yago11k_0.00003
2023-06-05 09:54:33,733 - yago11k_0.00003 - [INFO] - [E:41| 400]: Train Loss:0.0012395, Val MRR:0.30973, yago11k_0.00003
2023-06-05 09:55:37,960 - yago11k_0.00003 - [INFO] - [E:41| 500]: Train Loss:0.00124, Val MRR:0.30973, yago11k_0.00003
2023-06-05 09:56:41,674 - yago11k_0.00003 - [INFO] - [E:41| 600]: Train Loss:0.0012396, Val MRR:0.30973, yago11k_0.00003
2023-06-05 09:56:41,675 - yago11k_0.00003 - [INFO] - [Epoch:41]: Training Loss:0.00124
2023-06-05 09:56:41,890 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 09:56:54,035 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 09:57:06,004 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 41 valid]:
MRR: Tail : 0.38569, Head : 0.22704, Avg : 0.30636
2023-06-05 09:57:06,004 - yago11k_0.00003 - [INFO] - [Epoch 41]: Training Loss: 0.0012396, Valid MRR: 0.30973,
2023-06-05 09:57:06,652 - yago11k_0.00003 - [INFO] - [E:42| 0]: Train Loss:0.0012548, Val MRR:0.30973, yago11k_0.00003
2023-06-05 09:58:10,868 - yago11k_0.00003 - [INFO] - [E:42| 100]: Train Loss:0.0012415, Val MRR:0.30973, yago11k_0.00003
2023-06-05 09:59:15,168 - yago11k_0.00003 - [INFO] - [E:42| 200]: Train Loss:0.001238, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:00:19,392 - yago11k_0.00003 - [INFO] - [E:42| 300]: Train Loss:0.0012384, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:01:23,585 - yago11k_0.00003 - [INFO] - [E:42| 400]: Train Loss:0.0012374, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:02:27,795 - yago11k_0.00003 - [INFO] - [E:42| 500]: Train Loss:0.0012378, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:03:31,634 - yago11k_0.00003 - [INFO] - [E:42| 600]: Train Loss:0.0012378, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:03:31,634 - yago11k_0.00003 - [INFO] - [Epoch:42]: Training Loss:0.001238
2023-06-05 10:03:31,853 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 10:03:44,007 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 10:03:55,997 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 42 valid]:
MRR: Tail : 0.39306, Head : 0.22638, Avg : 0.30972
2023-06-05 10:03:55,998 - yago11k_0.00003 - [INFO] - [Epoch 42]: Training Loss: 0.0012378, Valid MRR: 0.30973,
2023-06-05 10:03:56,656 - yago11k_0.00003 - [INFO] - [E:43| 0]: Train Loss:0.0012182, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:05:00,834 - yago11k_0.00003 - [INFO] - [E:43| 100]: Train Loss:0.0012322, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:06:04,751 - yago11k_0.00003 - [INFO] - [E:43| 200]: Train Loss:0.0012359, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:07:08,569 - yago11k_0.00003 - [INFO] - [E:43| 300]: Train Loss:0.0012351, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:08:12,726 - yago11k_0.00003 - [INFO] - [E:43| 400]: Train Loss:0.001235, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:09:16,836 - yago11k_0.00003 - [INFO] - [E:43| 500]: Train Loss:0.001235, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:10:28,885 - yago11k_0.00003 - [INFO] - [E:43| 600]: Train Loss:0.0012353, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:10:28,886 - yago11k_0.00003 - [INFO] - [Epoch:43]: Training Loss:0.001235
2023-06-05 10:10:29,141 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 10:10:43,502 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 10:10:57,712 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 43 valid]:
MRR: Tail : 0.38687, Head : 0.22606, Avg : 0.30646
2023-06-05 10:10:57,712 - yago11k_0.00003 - [INFO] - [Epoch 43]: Training Loss: 0.0012353, Valid MRR: 0.30973,
2023-06-05 10:10:58,475 - yago11k_0.00003 - [INFO] - [E:44| 0]: Train Loss:0.001214, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:12:14,117 - yago11k_0.00003 - [INFO] - [E:44| 100]: Train Loss:0.0012329, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:13:26,792 - yago11k_0.00003 - [INFO] - [E:44| 200]: Train Loss:0.0012338, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:14:30,909 - yago11k_0.00003 - [INFO] - [E:44| 300]: Train Loss:0.001233, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:15:42,739 - yago11k_0.00003 - [INFO] - [E:44| 400]: Train Loss:0.001234, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:16:58,143 - yago11k_0.00003 - [INFO] - [E:44| 500]: Train Loss:0.0012339, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:18:12,941 - yago11k_0.00003 - [INFO] - [E:44| 600]: Train Loss:0.001234, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:18:12,941 - yago11k_0.00003 - [INFO] - [Epoch:44]: Training Loss:0.001234
2023-06-05 10:18:13,197 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 10:18:27,509 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 10:18:41,639 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 44 valid]:
MRR: Tail : 0.38701, Head : 0.22565, Avg : 0.30633
2023-06-05 10:18:41,639 - yago11k_0.00003 - [INFO] - [Epoch 44]: Training Loss: 0.001234, Valid MRR: 0.30973,
2023-06-05 10:18:42,413 - yago11k_0.00003 - [INFO] - [E:45| 0]: Train Loss:0.001225, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:19:47,656 - yago11k_0.00003 - [INFO] - [E:45| 100]: Train Loss:0.001235, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:20:51,793 - yago11k_0.00003 - [INFO] - [E:45| 200]: Train Loss:0.0012334, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:21:56,052 - yago11k_0.00003 - [INFO] - [E:45| 300]: Train Loss:0.0012343, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:23:07,737 - yago11k_0.00003 - [INFO] - [E:45| 400]: Train Loss:0.0012351, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:24:22,605 - yago11k_0.00003 - [INFO] - [E:45| 500]: Train Loss:0.0012351, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:25:36,962 - yago11k_0.00003 - [INFO] - [E:45| 600]: Train Loss:0.001235, Val MRR:0.30973, yago11k_0.00003
2023-06-05 10:25:36,963 - yago11k_0.00003 - [INFO] - [Epoch:45]: Training Loss:0.001235
2023-06-05 10:25:37,215 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 10:25:51,412 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 10:26:05,441 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 45 valid]:
MRR: Tail : 0.39966, Head : 0.22755, Avg : 0.3136
2023-06-05 10:26:06,778 - yago11k_0.00003 - [INFO] - [Epoch 45]: Training Loss: 0.001235, Valid MRR: 0.3136,
2023-06-05 10:26:07,539 - yago11k_0.00003 - [INFO] - [E:46| 0]: Train Loss:0.0012182, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:27:11,682 - yago11k_0.00003 - [INFO] - [E:46| 100]: Train Loss:0.0012269, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:28:15,769 - yago11k_0.00003 - [INFO] - [E:46| 200]: Train Loss:0.0012302, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:29:19,897 - yago11k_0.00003 - [INFO] - [E:46| 300]: Train Loss:0.0012334, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:30:23,870 - yago11k_0.00003 - [INFO] - [E:46| 400]: Train Loss:0.0012334, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:31:27,924 - yago11k_0.00003 - [INFO] - [E:46| 500]: Train Loss:0.0012341, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:32:31,621 - yago11k_0.00003 - [INFO] - [E:46| 600]: Train Loss:0.0012338, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:32:31,621 - yago11k_0.00003 - [INFO] - [Epoch:46]: Training Loss:0.001234
2023-06-05 10:32:31,842 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 10:32:43,993 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 10:32:55,990 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 46 valid]:
MRR: Tail : 0.39301, Head : 0.22603, Avg : 0.30952
2023-06-05 10:32:55,991 - yago11k_0.00003 - [INFO] - [Epoch 46]: Training Loss: 0.0012338, Valid MRR: 0.3136,
2023-06-05 10:32:56,639 - yago11k_0.00003 - [INFO] - [E:47| 0]: Train Loss:0.0012083, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:34:00,794 - yago11k_0.00003 - [INFO] - [E:47| 100]: Train Loss:0.0012312, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:35:04,937 - yago11k_0.00003 - [INFO] - [E:47| 200]: Train Loss:0.001229, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:36:09,072 - yago11k_0.00003 - [INFO] - [E:47| 300]: Train Loss:0.0012298, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:37:13,184 - yago11k_0.00003 - [INFO] - [E:47| 400]: Train Loss:0.0012303, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:38:17,682 - yago11k_0.00003 - [INFO] - [E:47| 500]: Train Loss:0.001231, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:39:21,516 - yago11k_0.00003 - [INFO] - [E:47| 600]: Train Loss:0.001231, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:39:21,516 - yago11k_0.00003 - [INFO] - [Epoch:47]: Training Loss:0.001231
2023-06-05 10:39:21,736 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 10:39:33,851 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 10:39:45,806 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 47 valid]:
MRR: Tail : 0.39667, Head : 0.22652, Avg : 0.31159
2023-06-05 10:39:45,806 - yago11k_0.00003 - [INFO] - [Epoch 47]: Training Loss: 0.001231, Valid MRR: 0.3136,
2023-06-05 10:39:46,465 - yago11k_0.00003 - [INFO] - [E:48| 0]: Train Loss:0.0012501, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:40:50,633 - yago11k_0.00003 - [INFO] - [E:48| 100]: Train Loss:0.0012278, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:41:54,732 - yago11k_0.00003 - [INFO] - [E:48| 200]: Train Loss:0.0012265, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:42:58,815 - yago11k_0.00003 - [INFO] - [E:48| 300]: Train Loss:0.001228, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:44:02,881 - yago11k_0.00003 - [INFO] - [E:48| 400]: Train Loss:0.0012283, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:45:07,015 - yago11k_0.00003 - [INFO] - [E:48| 500]: Train Loss:0.0012285, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:46:10,736 - yago11k_0.00003 - [INFO] - [E:48| 600]: Train Loss:0.0012295, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:46:10,736 - yago11k_0.00003 - [INFO] - [Epoch:48]: Training Loss:0.00123
2023-06-05 10:46:10,952 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 10:46:23,103 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 10:46:35,097 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 48 valid]:
MRR: Tail : 0.39511, Head : 0.22524, Avg : 0.31018
2023-06-05 10:46:35,097 - yago11k_0.00003 - [INFO] - [Epoch 48]: Training Loss: 0.0012295, Valid MRR: 0.3136,
2023-06-05 10:46:35,743 - yago11k_0.00003 - [INFO] - [E:49| 0]: Train Loss:0.0011904, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:47:39,851 - yago11k_0.00003 - [INFO] - [E:49| 100]: Train Loss:0.0012268, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:48:43,994 - yago11k_0.00003 - [INFO] - [E:49| 200]: Train Loss:0.0012253, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:49:48,127 - yago11k_0.00003 - [INFO] - [E:49| 300]: Train Loss:0.0012276, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:50:52,266 - yago11k_0.00003 - [INFO] - [E:49| 400]: Train Loss:0.0012284, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:51:56,432 - yago11k_0.00003 - [INFO] - [E:49| 500]: Train Loss:0.0012279, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:53:00,469 - yago11k_0.00003 - [INFO] - [E:49| 600]: Train Loss:0.0012279, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:53:00,470 - yago11k_0.00003 - [INFO] - [Epoch:49]: Training Loss:0.001228
2023-06-05 10:53:00,689 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 10:53:12,862 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 10:53:24,924 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 49 valid]:
MRR: Tail : 0.39184, Head : 0.22675, Avg : 0.3093
MR: Tail : 345.76, Head : 674.56, Avg : 510.16
Hit-1: Tail : 0.29578, Head : 0.18088, Avg : 0.23833
Hit-3: Tail : 0.43957, Head : 0.2227, Avg : 0.33113
Hit-10: Tail : 0.57988, Head : 0.31675, Avg : 0.44832
2023-06-05 10:53:24,924 - yago11k_0.00003 - [INFO] - [Epoch 49]: Training Loss: 0.0012279, Valid MRR: 0.3136,
2023-06-05 10:53:25,593 - yago11k_0.00003 - [INFO] - [E:50| 0]: Train Loss:0.0011904, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:54:29,725 - yago11k_0.00003 - [INFO] - [E:50| 100]: Train Loss:0.0012209, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:55:33,703 - yago11k_0.00003 - [INFO] - [E:50| 200]: Train Loss:0.0012229, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:56:37,797 - yago11k_0.00003 - [INFO] - [E:50| 300]: Train Loss:0.0012245, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:57:41,806 - yago11k_0.00003 - [INFO] - [E:50| 400]: Train Loss:0.001225, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:58:45,783 - yago11k_0.00003 - [INFO] - [E:50| 500]: Train Loss:0.0012252, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:59:49,394 - yago11k_0.00003 - [INFO] - [E:50| 600]: Train Loss:0.0012261, Val MRR:0.3136, yago11k_0.00003
2023-06-05 10:59:49,395 - yago11k_0.00003 - [INFO] - [Epoch:50]: Training Loss:0.001226
2023-06-05 10:59:49,616 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 11:00:01,736 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 11:00:13,710 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 50 valid]:
MRR: Tail : 0.39906, Head : 0.22806, Avg : 0.31356
2023-06-05 11:00:13,710 - yago11k_0.00003 - [INFO] - [Epoch 50]: Training Loss: 0.0012261, Valid MRR: 0.3136,
2023-06-05 11:00:14,366 - yago11k_0.00003 - [INFO] - [E:51| 0]: Train Loss:0.0012316, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:01:18,435 - yago11k_0.00003 - [INFO] - [E:51| 100]: Train Loss:0.0012226, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:02:22,488 - yago11k_0.00003 - [INFO] - [E:51| 200]: Train Loss:0.0012226, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:03:26,543 - yago11k_0.00003 - [INFO] - [E:51| 300]: Train Loss:0.0012224, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:04:30,598 - yago11k_0.00003 - [INFO] - [E:51| 400]: Train Loss:0.001224, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:05:34,674 - yago11k_0.00003 - [INFO] - [E:51| 500]: Train Loss:0.0012243, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:06:38,345 - yago11k_0.00003 - [INFO] - [E:51| 600]: Train Loss:0.001225, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:06:38,345 - yago11k_0.00003 - [INFO] - [Epoch:51]: Training Loss:0.001225
2023-06-05 11:06:38,564 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 11:06:50,685 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 11:07:02,657 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 51 valid]:
MRR: Tail : 0.39078, Head : 0.22732, Avg : 0.30905
2023-06-05 11:07:02,657 - yago11k_0.00003 - [INFO] - [Epoch 51]: Training Loss: 0.001225, Valid MRR: 0.3136,
2023-06-05 11:07:03,303 - yago11k_0.00003 - [INFO] - [E:52| 0]: Train Loss:0.0012116, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:08:07,740 - yago11k_0.00003 - [INFO] - [E:52| 100]: Train Loss:0.0012216, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:09:12,000 - yago11k_0.00003 - [INFO] - [E:52| 200]: Train Loss:0.0012203, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:10:16,029 - yago11k_0.00003 - [INFO] - [E:52| 300]: Train Loss:0.0012232, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:11:20,012 - yago11k_0.00003 - [INFO] - [E:52| 400]: Train Loss:0.0012233, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:12:24,030 - yago11k_0.00003 - [INFO] - [E:52| 500]: Train Loss:0.0012234, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:13:27,594 - yago11k_0.00003 - [INFO] - [E:52| 600]: Train Loss:0.0012235, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:13:27,595 - yago11k_0.00003 - [INFO] - [Epoch:52]: Training Loss:0.001223
2023-06-05 11:13:27,815 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 11:13:39,949 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 11:13:51,928 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 52 valid]:
MRR: Tail : 0.39149, Head : 0.22722, Avg : 0.30935
2023-06-05 11:13:51,928 - yago11k_0.00003 - [INFO] - [Epoch 52]: Training Loss: 0.0012235, Valid MRR: 0.3136,
2023-06-05 11:13:52,586 - yago11k_0.00003 - [INFO] - [E:53| 0]: Train Loss:0.0012202, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:14:56,667 - yago11k_0.00003 - [INFO] - [E:53| 100]: Train Loss:0.0012172, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:16:00,698 - yago11k_0.00003 - [INFO] - [E:53| 200]: Train Loss:0.0012186, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:17:04,752 - yago11k_0.00003 - [INFO] - [E:53| 300]: Train Loss:0.0012194, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:18:08,731 - yago11k_0.00003 - [INFO] - [E:53| 400]: Train Loss:0.0012202, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:19:12,822 - yago11k_0.00003 - [INFO] - [E:53| 500]: Train Loss:0.00122, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:20:16,406 - yago11k_0.00003 - [INFO] - [E:53| 600]: Train Loss:0.0012213, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:20:16,407 - yago11k_0.00003 - [INFO] - [Epoch:53]: Training Loss:0.001221
2023-06-05 11:20:16,627 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 11:20:28,732 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 11:20:40,703 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 53 valid]:
MRR: Tail : 0.39055, Head : 0.22688, Avg : 0.30871
2023-06-05 11:20:40,703 - yago11k_0.00003 - [INFO] - [Epoch 53]: Training Loss: 0.0012213, Valid MRR: 0.3136,
2023-06-05 11:20:41,367 - yago11k_0.00003 - [INFO] - [E:54| 0]: Train Loss:0.0012008, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:21:45,363 - yago11k_0.00003 - [INFO] - [E:54| 100]: Train Loss:0.0012192, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:22:49,304 - yago11k_0.00003 - [INFO] - [E:54| 200]: Train Loss:0.0012179, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:23:52,946 - yago11k_0.00003 - [INFO] - [E:54| 300]: Train Loss:0.0012179, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:24:56,408 - yago11k_0.00003 - [INFO] - [E:54| 400]: Train Loss:0.0012186, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:25:59,526 - yago11k_0.00003 - [INFO] - [E:54| 500]: Train Loss:0.0012181, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:27:02,123 - yago11k_0.00003 - [INFO] - [E:54| 600]: Train Loss:0.0012201, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:27:02,123 - yago11k_0.00003 - [INFO] - [Epoch:54]: Training Loss:0.00122
2023-06-05 11:27:02,338 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 11:27:14,244 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 11:27:26,003 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 54 valid]:
MRR: Tail : 0.38882, Head : 0.2287, Avg : 0.30876
2023-06-05 11:27:26,004 - yago11k_0.00003 - [INFO] - [Epoch 54]: Training Loss: 0.0012201, Valid MRR: 0.3136,
2023-06-05 11:27:26,655 - yago11k_0.00003 - [INFO] - [E:55| 0]: Train Loss:0.0012271, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:28:30,342 - yago11k_0.00003 - [INFO] - [E:55| 100]: Train Loss:0.001218, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:29:34,046 - yago11k_0.00003 - [INFO] - [E:55| 200]: Train Loss:0.0012179, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:30:37,805 - yago11k_0.00003 - [INFO] - [E:55| 300]: Train Loss:0.0012182, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:31:41,638 - yago11k_0.00003 - [INFO] - [E:55| 400]: Train Loss:0.0012183, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:32:45,418 - yago11k_0.00003 - [INFO] - [E:55| 500]: Train Loss:0.0012183, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:33:48,875 - yago11k_0.00003 - [INFO] - [E:55| 600]: Train Loss:0.0012184, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:33:48,876 - yago11k_0.00003 - [INFO] - [Epoch:55]: Training Loss:0.001218
2023-06-05 11:33:49,094 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 11:34:01,164 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 11:34:13,099 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 55 valid]:
MRR: Tail : 0.38965, Head : 0.2267, Avg : 0.30818
2023-06-05 11:34:13,099 - yago11k_0.00003 - [INFO] - [Epoch 55]: Training Loss: 0.0012184, Valid MRR: 0.3136,
2023-06-05 11:34:13,759 - yago11k_0.00003 - [INFO] - [E:56| 0]: Train Loss:0.001175, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:35:17,693 - yago11k_0.00003 - [INFO] - [E:56| 100]: Train Loss:0.0012164, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:36:21,606 - yago11k_0.00003 - [INFO] - [E:56| 200]: Train Loss:0.0012162, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:37:25,480 - yago11k_0.00003 - [INFO] - [E:56| 300]: Train Loss:0.0012153, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:38:29,424 - yago11k_0.00003 - [INFO] - [E:56| 400]: Train Loss:0.0012155, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:39:33,278 - yago11k_0.00003 - [INFO] - [E:56| 500]: Train Loss:0.0012156, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:40:36,798 - yago11k_0.00003 - [INFO] - [E:56| 600]: Train Loss:0.0012163, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:40:36,798 - yago11k_0.00003 - [INFO] - [Epoch:56]: Training Loss:0.001216
2023-06-05 11:40:37,014 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 11:40:49,103 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 11:41:00,979 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 56 valid]:
MRR: Tail : 0.39292, Head : 0.22602, Avg : 0.30947
2023-06-05 11:41:00,980 - yago11k_0.00003 - [INFO] - [Epoch 56]: Training Loss: 0.0012163, Valid MRR: 0.3136,
2023-06-05 11:41:01,634 - yago11k_0.00003 - [INFO] - [E:57| 0]: Train Loss:0.001296, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:42:06,071 - yago11k_0.00003 - [INFO] - [E:57| 100]: Train Loss:0.0012114, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:43:10,152 - yago11k_0.00003 - [INFO] - [E:57| 200]: Train Loss:0.0012146, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:44:14,083 - yago11k_0.00003 - [INFO] - [E:57| 300]: Train Loss:0.0012158, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:45:17,994 - yago11k_0.00003 - [INFO] - [E:57| 400]: Train Loss:0.0012158, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:46:21,925 - yago11k_0.00003 - [INFO] - [E:57| 500]: Train Loss:0.0012156, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:47:25,441 - yago11k_0.00003 - [INFO] - [E:57| 600]: Train Loss:0.0012157, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:47:25,442 - yago11k_0.00003 - [INFO] - [Epoch:57]: Training Loss:0.001216
2023-06-05 11:47:25,660 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 11:47:37,777 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 11:47:49,728 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 57 valid]:
MRR: Tail : 0.39354, Head : 0.22702, Avg : 0.31028
2023-06-05 11:47:49,729 - yago11k_0.00003 - [INFO] - [Epoch 57]: Training Loss: 0.0012157, Valid MRR: 0.3136,
2023-06-05 11:47:50,389 - yago11k_0.00003 - [INFO] - [E:58| 0]: Train Loss:0.0012417, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:48:54,327 - yago11k_0.00003 - [INFO] - [E:58| 100]: Train Loss:0.0012152, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:49:58,296 - yago11k_0.00003 - [INFO] - [E:58| 200]: Train Loss:0.0012148, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:51:02,077 - yago11k_0.00003 - [INFO] - [E:58| 300]: Train Loss:0.0012143, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:52:05,852 - yago11k_0.00003 - [INFO] - [E:58| 400]: Train Loss:0.001213, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:53:09,610 - yago11k_0.00003 - [INFO] - [E:58| 500]: Train Loss:0.001213, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:54:12,935 - yago11k_0.00003 - [INFO] - [E:58| 600]: Train Loss:0.0012138, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:54:12,936 - yago11k_0.00003 - [INFO] - [Epoch:58]: Training Loss:0.001214
2023-06-05 11:54:13,154 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 11:54:25,249 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 11:54:37,189 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 58 valid]:
MRR: Tail : 0.39369, Head : 0.22901, Avg : 0.31135
2023-06-05 11:54:37,189 - yago11k_0.00003 - [INFO] - [Epoch 58]: Training Loss: 0.0012138, Valid MRR: 0.3136,
2023-06-05 11:54:37,845 - yago11k_0.00003 - [INFO] - [E:59| 0]: Train Loss:0.0011766, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:55:41,803 - yago11k_0.00003 - [INFO] - [E:59| 100]: Train Loss:0.0012114, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:56:46,099 - yago11k_0.00003 - [INFO] - [E:59| 200]: Train Loss:0.0012094, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:57:50,351 - yago11k_0.00003 - [INFO] - [E:59| 300]: Train Loss:0.0012113, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:58:54,187 - yago11k_0.00003 - [INFO] - [E:59| 400]: Train Loss:0.0012117, Val MRR:0.3136, yago11k_0.00003
2023-06-05 11:59:58,066 - yago11k_0.00003 - [INFO] - [E:59| 500]: Train Loss:0.0012112, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:01:01,540 - yago11k_0.00003 - [INFO] - [E:59| 600]: Train Loss:0.0012123, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:01:01,541 - yago11k_0.00003 - [INFO] - [Epoch:59]: Training Loss:0.001212
2023-06-05 12:01:01,765 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 12:01:13,868 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 12:01:25,814 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 59 valid]:
MRR: Tail : 0.392, Head : 0.22784, Avg : 0.30992
MR: Tail : 354.03, Head : 706.53, Avg : 530.28
Hit-1: Tail : 0.29175, Head : 0.18436, Avg : 0.23805
Hit-3: Tail : 0.43929, Head : 0.22451, Avg : 0.3319
Hit-10: Tail : 0.58683, Head : 0.30397, Avg : 0.4454
2023-06-05 12:01:25,814 - yago11k_0.00003 - [INFO] - [Epoch 59]: Training Loss: 0.0012123, Valid MRR: 0.3136,
2023-06-05 12:01:26,464 - yago11k_0.00003 - [INFO] - [E:60| 0]: Train Loss:0.0011861, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:02:30,339 - yago11k_0.00003 - [INFO] - [E:60| 100]: Train Loss:0.0012069, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:03:34,265 - yago11k_0.00003 - [INFO] - [E:60| 200]: Train Loss:0.0012102, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:04:38,212 - yago11k_0.00003 - [INFO] - [E:60| 300]: Train Loss:0.0012088, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:05:42,179 - yago11k_0.00003 - [INFO] - [E:60| 400]: Train Loss:0.0012097, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:06:46,098 - yago11k_0.00003 - [INFO] - [E:60| 500]: Train Loss:0.00121, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:07:49,670 - yago11k_0.00003 - [INFO] - [E:60| 600]: Train Loss:0.0012109, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:07:49,670 - yago11k_0.00003 - [INFO] - [Epoch:60]: Training Loss:0.001211
2023-06-05 12:07:49,886 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 12:08:01,990 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 12:08:13,938 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 60 valid]:
MRR: Tail : 0.39186, Head : 0.22798, Avg : 0.30992
2023-06-05 12:08:13,938 - yago11k_0.00003 - [INFO] - [Epoch 60]: Training Loss: 0.0012109, Valid MRR: 0.3136,
2023-06-05 12:08:14,585 - yago11k_0.00003 - [INFO] - [E:61| 0]: Train Loss:0.0012064, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:09:18,521 - yago11k_0.00003 - [INFO] - [E:61| 100]: Train Loss:0.0012083, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:10:22,449 - yago11k_0.00003 - [INFO] - [E:61| 200]: Train Loss:0.0012092, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:11:26,573 - yago11k_0.00003 - [INFO] - [E:61| 300]: Train Loss:0.0012083, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:12:31,004 - yago11k_0.00003 - [INFO] - [E:61| 400]: Train Loss:0.0012091, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:13:34,908 - yago11k_0.00003 - [INFO] - [E:61| 500]: Train Loss:0.0012096, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:14:38,330 - yago11k_0.00003 - [INFO] - [E:61| 600]: Train Loss:0.00121, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:14:38,331 - yago11k_0.00003 - [INFO] - [Epoch:61]: Training Loss:0.00121
2023-06-05 12:14:38,552 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 12:14:50,624 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 12:15:02,573 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 61 valid]:
MRR: Tail : 0.39535, Head : 0.22684, Avg : 0.31109
2023-06-05 12:15:02,573 - yago11k_0.00003 - [INFO] - [Epoch 61]: Training Loss: 0.00121, Valid MRR: 0.3136,
2023-06-05 12:15:03,220 - yago11k_0.00003 - [INFO] - [E:62| 0]: Train Loss:0.0011716, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:16:07,090 - yago11k_0.00003 - [INFO] - [E:62| 100]: Train Loss:0.0012036, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:17:10,946 - yago11k_0.00003 - [INFO] - [E:62| 200]: Train Loss:0.0012065, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:18:14,843 - yago11k_0.00003 - [INFO] - [E:62| 300]: Train Loss:0.0012068, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:19:18,878 - yago11k_0.00003 - [INFO] - [E:62| 400]: Train Loss:0.0012085, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:20:22,848 - yago11k_0.00003 - [INFO] - [E:62| 500]: Train Loss:0.0012096, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:21:26,439 - yago11k_0.00003 - [INFO] - [E:62| 600]: Train Loss:0.0012091, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:21:26,439 - yago11k_0.00003 - [INFO] - [Epoch:62]: Training Loss:0.001209
2023-06-05 12:21:26,654 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 12:21:38,726 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 12:21:50,688 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 62 valid]:
MRR: Tail : 0.39697, Head : 0.22938, Avg : 0.31317
2023-06-05 12:21:50,688 - yago11k_0.00003 - [INFO] - [Epoch 62]: Training Loss: 0.0012091, Valid MRR: 0.3136,
2023-06-05 12:21:51,357 - yago11k_0.00003 - [INFO] - [E:63| 0]: Train Loss:0.0011999, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:22:55,407 - yago11k_0.00003 - [INFO] - [E:63| 100]: Train Loss:0.001207, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:23:59,322 - yago11k_0.00003 - [INFO] - [E:63| 200]: Train Loss:0.0012067, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:25:03,245 - yago11k_0.00003 - [INFO] - [E:63| 300]: Train Loss:0.0012054, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:26:07,190 - yago11k_0.00003 - [INFO] - [E:63| 400]: Train Loss:0.0012065, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:27:11,664 - yago11k_0.00003 - [INFO] - [E:63| 500]: Train Loss:0.0012066, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:28:15,314 - yago11k_0.00003 - [INFO] - [E:63| 600]: Train Loss:0.0012072, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:28:15,314 - yago11k_0.00003 - [INFO] - [Epoch:63]: Training Loss:0.001207
2023-06-05 12:28:15,532 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 12:28:27,618 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 12:28:39,541 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 63 valid]:
MRR: Tail : 0.39835, Head : 0.22794, Avg : 0.31315
2023-06-05 12:28:39,541 - yago11k_0.00003 - [INFO] - [Epoch 63]: Training Loss: 0.0012072, Valid MRR: 0.3136,
2023-06-05 12:28:40,191 - yago11k_0.00003 - [INFO] - [E:64| 0]: Train Loss:0.0011873, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:29:44,059 - yago11k_0.00003 - [INFO] - [E:64| 100]: Train Loss:0.0012006, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:30:47,956 - yago11k_0.00003 - [INFO] - [E:64| 200]: Train Loss:0.0012016, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:31:51,843 - yago11k_0.00003 - [INFO] - [E:64| 300]: Train Loss:0.0012032, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:32:55,676 - yago11k_0.00003 - [INFO] - [E:64| 400]: Train Loss:0.0012048, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:33:59,543 - yago11k_0.00003 - [INFO] - [E:64| 500]: Train Loss:0.0012051, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:35:03,071 - yago11k_0.00003 - [INFO] - [E:64| 600]: Train Loss:0.001206, Val MRR:0.3136, yago11k_0.00003
2023-06-05 12:35:03,072 - yago11k_0.00003 - [INFO] - [Epoch:64]: Training Loss:0.001206
2023-06-05 12:35:03,287 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 12:35:15,404 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 12:35:27,349 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 64 valid]:
MRR: Tail : 0.40286, Head : 0.22812, Avg : 0.31549
2023-06-05 12:35:28,819 - yago11k_0.00003 - [INFO] - [Epoch 64]: Training Loss: 0.001206, Valid MRR: 0.31549,
2023-06-05 12:35:29,471 - yago11k_0.00003 - [INFO] - [E:65| 0]: Train Loss:0.0012184, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:36:33,311 - yago11k_0.00003 - [INFO] - [E:65| 100]: Train Loss:0.0012021, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:37:37,221 - yago11k_0.00003 - [INFO] - [E:65| 200]: Train Loss:0.0012018, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:38:41,101 - yago11k_0.00003 - [INFO] - [E:65| 300]: Train Loss:0.0012018, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:39:44,975 - yago11k_0.00003 - [INFO] - [E:65| 400]: Train Loss:0.0012027, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:40:48,863 - yago11k_0.00003 - [INFO] - [E:65| 500]: Train Loss:0.0012036, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:41:52,644 - yago11k_0.00003 - [INFO] - [E:65| 600]: Train Loss:0.0012046, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:41:52,645 - yago11k_0.00003 - [INFO] - [Epoch:65]: Training Loss:0.001205
2023-06-05 12:41:52,865 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 12:42:05,017 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 12:42:17,039 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 65 valid]:
MRR: Tail : 0.39938, Head : 0.22681, Avg : 0.3131
2023-06-05 12:42:17,039 - yago11k_0.00003 - [INFO] - [Epoch 65]: Training Loss: 0.0012046, Valid MRR: 0.31549,
2023-06-05 12:42:17,689 - yago11k_0.00003 - [INFO] - [E:66| 0]: Train Loss:0.0012322, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:43:21,772 - yago11k_0.00003 - [INFO] - [E:66| 100]: Train Loss:0.0012032, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:44:25,568 - yago11k_0.00003 - [INFO] - [E:66| 200]: Train Loss:0.001201, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:45:29,475 - yago11k_0.00003 - [INFO] - [E:66| 300]: Train Loss:0.0012024, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:46:33,345 - yago11k_0.00003 - [INFO] - [E:66| 400]: Train Loss:0.0012035, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:47:37,189 - yago11k_0.00003 - [INFO] - [E:66| 500]: Train Loss:0.001203, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:48:40,617 - yago11k_0.00003 - [INFO] - [E:66| 600]: Train Loss:0.0012036, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:48:40,617 - yago11k_0.00003 - [INFO] - [Epoch:66]: Training Loss:0.001204
2023-06-05 12:48:40,836 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 12:48:52,903 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 12:49:04,837 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 66 valid]:
MRR: Tail : 0.39836, Head : 0.22642, Avg : 0.31239
2023-06-05 12:49:04,837 - yago11k_0.00003 - [INFO] - [Epoch 66]: Training Loss: 0.0012036, Valid MRR: 0.31549,
2023-06-05 12:49:05,499 - yago11k_0.00003 - [INFO] - [E:67| 0]: Train Loss:0.001199, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:50:09,441 - yago11k_0.00003 - [INFO] - [E:67| 100]: Train Loss:0.0012016, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:51:13,342 - yago11k_0.00003 - [INFO] - [E:67| 200]: Train Loss:0.0011994, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:52:17,234 - yago11k_0.00003 - [INFO] - [E:67| 300]: Train Loss:0.0012003, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:53:21,033 - yago11k_0.00003 - [INFO] - [E:67| 400]: Train Loss:0.0012013, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:54:24,934 - yago11k_0.00003 - [INFO] - [E:67| 500]: Train Loss:0.0012013, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:55:28,427 - yago11k_0.00003 - [INFO] - [E:67| 600]: Train Loss:0.0012018, Val MRR:0.31549, yago11k_0.00003
2023-06-05 12:55:28,428 - yago11k_0.00003 - [INFO] - [Epoch:67]: Training Loss:0.001202
2023-06-05 12:55:28,642 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 12:55:40,741 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 12:55:52,696 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 67 valid]:
MRR: Tail : 0.40422, Head : 0.22771, Avg : 0.31596
2023-06-05 12:55:54,013 - yago11k_0.00003 - [INFO] - [Epoch 67]: Training Loss: 0.0012018, Valid MRR: 0.31596,
2023-06-05 12:55:54,675 - yago11k_0.00003 - [INFO] - [E:68| 0]: Train Loss:0.0012064, Val MRR:0.31596, yago11k_0.00003
2023-06-05 12:56:58,878 - yago11k_0.00003 - [INFO] - [E:68| 100]: Train Loss:0.0012033, Val MRR:0.31596, yago11k_0.00003
2023-06-05 12:58:03,146 - yago11k_0.00003 - [INFO] - [E:68| 200]: Train Loss:0.0012019, Val MRR:0.31596, yago11k_0.00003
2023-06-05 12:59:07,057 - yago11k_0.00003 - [INFO] - [E:68| 300]: Train Loss:0.0012006, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:00:10,887 - yago11k_0.00003 - [INFO] - [E:68| 400]: Train Loss:0.0012007, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:01:14,839 - yago11k_0.00003 - [INFO] - [E:68| 500]: Train Loss:0.0012008, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:02:32,421 - yago11k_0.00003 - [INFO] - [E:68| 600]: Train Loss:0.001201, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:02:32,421 - yago11k_0.00003 - [INFO] - [Epoch:68]: Training Loss:0.001201
2023-06-05 13:02:32,884 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 13:02:58,563 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 13:03:23,818 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 68 valid]:
MRR: Tail : 0.40065, Head : 0.2272, Avg : 0.31392
2023-06-05 13:03:23,818 - yago11k_0.00003 - [INFO] - [Epoch 68]: Training Loss: 0.001201, Valid MRR: 0.31596,
2023-06-05 13:03:25,128 - yago11k_0.00003 - [INFO] - [E:69| 0]: Train Loss:0.0011961, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:05:28,850 - yago11k_0.00003 - [INFO] - [E:69| 100]: Train Loss:0.0012019, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:06:32,670 - yago11k_0.00003 - [INFO] - [E:69| 200]: Train Loss:0.0012007, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:07:36,523 - yago11k_0.00003 - [INFO] - [E:69| 300]: Train Loss:0.0012001, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:08:40,336 - yago11k_0.00003 - [INFO] - [E:69| 400]: Train Loss:0.0012, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:09:44,066 - yago11k_0.00003 - [INFO] - [E:69| 500]: Train Loss:0.0011999, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:10:47,411 - yago11k_0.00003 - [INFO] - [E:69| 600]: Train Loss:0.0012, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:10:47,411 - yago11k_0.00003 - [INFO] - [Epoch:69]: Training Loss:0.0012
2023-06-05 13:10:47,630 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 13:10:59,710 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 13:11:11,642 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 69 valid]:
MRR: Tail : 0.40045, Head : 0.22889, Avg : 0.31467
MR: Tail : 344.23, Head : 715.03, Avg : 529.63
Hit-1: Tail : 0.30606, Head : 0.18436, Avg : 0.24521
Hit-3: Tail : 0.44179, Head : 0.22367, Avg : 0.33273
Hit-10: Tail : 0.58627, Head : 0.3137, Avg : 0.44999
2023-06-05 13:11:11,642 - yago11k_0.00003 - [INFO] - [Epoch 69]: Training Loss: 0.0012, Valid MRR: 0.31596,
2023-06-05 13:11:12,284 - yago11k_0.00003 - [INFO] - [E:70| 0]: Train Loss:0.0011976, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:12:15,940 - yago11k_0.00003 - [INFO] - [E:70| 100]: Train Loss:0.0011971, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:13:19,461 - yago11k_0.00003 - [INFO] - [E:70| 200]: Train Loss:0.0011956, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:14:23,314 - yago11k_0.00003 - [INFO] - [E:70| 300]: Train Loss:0.0011963, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:15:27,071 - yago11k_0.00003 - [INFO] - [E:70| 400]: Train Loss:0.0011973, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:16:30,823 - yago11k_0.00003 - [INFO] - [E:70| 500]: Train Loss:0.0011979, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:17:34,241 - yago11k_0.00003 - [INFO] - [E:70| 600]: Train Loss:0.0011985, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:17:34,241 - yago11k_0.00003 - [INFO] - [Epoch:70]: Training Loss:0.001199
2023-06-05 13:17:34,460 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 13:17:46,539 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 13:17:58,468 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 70 valid]:
MRR: Tail : 0.40083, Head : 0.22728, Avg : 0.31405
2023-06-05 13:17:58,468 - yago11k_0.00003 - [INFO] - [Epoch 70]: Training Loss: 0.0011985, Valid MRR: 0.31596,
2023-06-05 13:17:59,116 - yago11k_0.00003 - [INFO] - [E:71| 0]: Train Loss:0.0012435, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:19:02,917 - yago11k_0.00003 - [INFO] - [E:71| 100]: Train Loss:0.0011994, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:20:06,791 - yago11k_0.00003 - [INFO] - [E:71| 200]: Train Loss:0.0011967, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:21:10,604 - yago11k_0.00003 - [INFO] - [E:71| 300]: Train Loss:0.0011964, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:22:14,480 - yago11k_0.00003 - [INFO] - [E:71| 400]: Train Loss:0.0011982, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:23:18,336 - yago11k_0.00003 - [INFO] - [E:71| 500]: Train Loss:0.0011984, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:24:21,696 - yago11k_0.00003 - [INFO] - [E:71| 600]: Train Loss:0.0011974, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:24:21,696 - yago11k_0.00003 - [INFO] - [Epoch:71]: Training Loss:0.001197
2023-06-05 13:24:21,912 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 13:24:33,998 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 13:24:45,920 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 71 valid]:
MRR: Tail : 0.40112, Head : 0.22891, Avg : 0.31502
2023-06-05 13:24:45,920 - yago11k_0.00003 - [INFO] - [Epoch 71]: Training Loss: 0.0011974, Valid MRR: 0.31596,
2023-06-05 13:24:46,565 - yago11k_0.00003 - [INFO] - [E:72| 0]: Train Loss:0.0012092, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:25:50,418 - yago11k_0.00003 - [INFO] - [E:72| 100]: Train Loss:0.001195, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:26:54,231 - yago11k_0.00003 - [INFO] - [E:72| 200]: Train Loss:0.0011939, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:27:58,438 - yago11k_0.00003 - [INFO] - [E:72| 300]: Train Loss:0.0011949, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:29:02,680 - yago11k_0.00003 - [INFO] - [E:72| 400]: Train Loss:0.0011951, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:30:06,510 - yago11k_0.00003 - [INFO] - [E:72| 500]: Train Loss:0.0011959, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:31:09,894 - yago11k_0.00003 - [INFO] - [E:72| 600]: Train Loss:0.0011965, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:31:09,895 - yago11k_0.00003 - [INFO] - [Epoch:72]: Training Loss:0.001197
2023-06-05 13:31:10,109 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 13:31:22,189 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 13:31:34,121 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 72 valid]:
MRR: Tail : 0.40062, Head : 0.22816, Avg : 0.31439
2023-06-05 13:31:34,121 - yago11k_0.00003 - [INFO] - [Epoch 72]: Training Loss: 0.0011965, Valid MRR: 0.31596,
2023-06-05 13:31:34,766 - yago11k_0.00003 - [INFO] - [E:73| 0]: Train Loss:0.0011823, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:32:38,624 - yago11k_0.00003 - [INFO] - [E:73| 100]: Train Loss:0.0011911, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:33:42,409 - yago11k_0.00003 - [INFO] - [E:73| 200]: Train Loss:0.0011942, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:34:46,253 - yago11k_0.00003 - [INFO] - [E:73| 300]: Train Loss:0.0011951, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:35:50,170 - yago11k_0.00003 - [INFO] - [E:73| 400]: Train Loss:0.0011954, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:36:54,043 - yago11k_0.00003 - [INFO] - [E:73| 500]: Train Loss:0.0011952, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:37:57,384 - yago11k_0.00003 - [INFO] - [E:73| 600]: Train Loss:0.0011957, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:37:57,384 - yago11k_0.00003 - [INFO] - [Epoch:73]: Training Loss:0.001196
2023-06-05 13:37:57,602 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 13:38:09,694 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 13:38:21,618 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 73 valid]:
MRR: Tail : 0.4, Head : 0.22817, Avg : 0.31408
2023-06-05 13:38:21,619 - yago11k_0.00003 - [INFO] - [Epoch 73]: Training Loss: 0.0011957, Valid MRR: 0.31596,
2023-06-05 13:38:22,275 - yago11k_0.00003 - [INFO] - [E:74| 0]: Train Loss:0.0011838, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:39:26,151 - yago11k_0.00003 - [INFO] - [E:74| 100]: Train Loss:0.0011972, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:40:30,078 - yago11k_0.00003 - [INFO] - [E:74| 200]: Train Loss:0.0011954, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:41:33,964 - yago11k_0.00003 - [INFO] - [E:74| 300]: Train Loss:0.0011942, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:42:38,084 - yago11k_0.00003 - [INFO] - [E:74| 400]: Train Loss:0.0011941, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:43:42,493 - yago11k_0.00003 - [INFO] - [E:74| 500]: Train Loss:0.0011942, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:44:45,856 - yago11k_0.00003 - [INFO] - [E:74| 600]: Train Loss:0.0011945, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:44:45,856 - yago11k_0.00003 - [INFO] - [Epoch:74]: Training Loss:0.001195
2023-06-05 13:44:46,071 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 13:44:58,145 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 13:45:10,082 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 74 valid]:
MRR: Tail : 0.39635, Head : 0.22756, Avg : 0.31196
2023-06-05 13:45:10,083 - yago11k_0.00003 - [INFO] - [Epoch 74]: Training Loss: 0.0011945, Valid MRR: 0.31596,
2023-06-05 13:45:10,724 - yago11k_0.00003 - [INFO] - [E:75| 0]: Train Loss:0.001197, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:46:14,546 - yago11k_0.00003 - [INFO] - [E:75| 100]: Train Loss:0.0011874, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:47:18,437 - yago11k_0.00003 - [INFO] - [E:75| 200]: Train Loss:0.0011908, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:48:22,246 - yago11k_0.00003 - [INFO] - [E:75| 300]: Train Loss:0.0011915, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:49:26,092 - yago11k_0.00003 - [INFO] - [E:75| 400]: Train Loss:0.0011928, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:50:29,997 - yago11k_0.00003 - [INFO] - [E:75| 500]: Train Loss:0.0011931, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:51:33,465 - yago11k_0.00003 - [INFO] - [E:75| 600]: Train Loss:0.0011935, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:51:33,465 - yago11k_0.00003 - [INFO] - [Epoch:75]: Training Loss:0.001193
2023-06-05 13:51:33,681 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 13:51:45,764 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 13:51:57,712 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 75 valid]:
MRR: Tail : 0.40335, Head : 0.22704, Avg : 0.31519
2023-06-05 13:51:57,713 - yago11k_0.00003 - [INFO] - [Epoch 75]: Training Loss: 0.0011935, Valid MRR: 0.31596,
2023-06-05 13:51:58,362 - yago11k_0.00003 - [INFO] - [E:76| 0]: Train Loss:0.0011839, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:53:02,297 - yago11k_0.00003 - [INFO] - [E:76| 100]: Train Loss:0.0011907, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:54:06,182 - yago11k_0.00003 - [INFO] - [E:76| 200]: Train Loss:0.0011893, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:55:10,066 - yago11k_0.00003 - [INFO] - [E:76| 300]: Train Loss:0.0011908, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:56:13,922 - yago11k_0.00003 - [INFO] - [E:76| 400]: Train Loss:0.0011902, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:57:17,820 - yago11k_0.00003 - [INFO] - [E:76| 500]: Train Loss:0.0011919, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:58:21,845 - yago11k_0.00003 - [INFO] - [E:76| 600]: Train Loss:0.001192, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:58:21,846 - yago11k_0.00003 - [INFO] - [Epoch:76]: Training Loss:0.001192
2023-06-05 13:58:22,069 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 13:58:34,223 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 13:58:46,234 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 76 valid]:
MRR: Tail : 0.39897, Head : 0.22838, Avg : 0.31367
2023-06-05 13:58:46,234 - yago11k_0.00003 - [INFO] - [Epoch 76]: Training Loss: 0.001192, Valid MRR: 0.31596,
2023-06-05 13:58:46,889 - yago11k_0.00003 - [INFO] - [E:77| 0]: Train Loss:0.001173, Val MRR:0.31596, yago11k_0.00003
2023-06-05 13:59:50,749 - yago11k_0.00003 - [INFO] - [E:77| 100]: Train Loss:0.0011906, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:00:54,569 - yago11k_0.00003 - [INFO] - [E:77| 200]: Train Loss:0.001192, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:01:58,474 - yago11k_0.00003 - [INFO] - [E:77| 300]: Train Loss:0.0011906, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:03:02,177 - yago11k_0.00003 - [INFO] - [E:77| 400]: Train Loss:0.0011906, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:04:05,874 - yago11k_0.00003 - [INFO] - [E:77| 500]: Train Loss:0.0011906, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:05:09,201 - yago11k_0.00003 - [INFO] - [E:77| 600]: Train Loss:0.0011909, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:05:09,201 - yago11k_0.00003 - [INFO] - [Epoch:77]: Training Loss:0.001191
2023-06-05 14:05:09,419 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 14:05:21,473 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 14:05:33,387 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 77 valid]:
MRR: Tail : 0.39905, Head : 0.22751, Avg : 0.31328
2023-06-05 14:05:33,388 - yago11k_0.00003 - [INFO] - [Epoch 77]: Training Loss: 0.0011909, Valid MRR: 0.31596,
2023-06-05 14:05:34,030 - yago11k_0.00003 - [INFO] - [E:78| 0]: Train Loss:0.0011839, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:06:37,881 - yago11k_0.00003 - [INFO] - [E:78| 100]: Train Loss:0.001189, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:07:41,619 - yago11k_0.00003 - [INFO] - [E:78| 200]: Train Loss:0.0011893, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:08:45,377 - yago11k_0.00003 - [INFO] - [E:78| 300]: Train Loss:0.0011893, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:09:49,181 - yago11k_0.00003 - [INFO] - [E:78| 400]: Train Loss:0.0011886, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:10:52,925 - yago11k_0.00003 - [INFO] - [E:78| 500]: Train Loss:0.001189, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:11:56,181 - yago11k_0.00003 - [INFO] - [E:78| 600]: Train Loss:0.0011897, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:11:56,182 - yago11k_0.00003 - [INFO] - [Epoch:78]: Training Loss:0.00119
2023-06-05 14:11:56,398 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 14:12:08,450 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 14:12:20,307 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 78 valid]:
MRR: Tail : 0.40425, Head : 0.22682, Avg : 0.31554
2023-06-05 14:12:20,307 - yago11k_0.00003 - [INFO] - [Epoch 78]: Training Loss: 0.0011897, Valid MRR: 0.31596,
2023-06-05 14:12:20,955 - yago11k_0.00003 - [INFO] - [E:79| 0]: Train Loss:0.0011527, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:13:24,514 - yago11k_0.00003 - [INFO] - [E:79| 100]: Train Loss:0.0011872, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:14:28,055 - yago11k_0.00003 - [INFO] - [E:79| 200]: Train Loss:0.0011869, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:15:31,776 - yago11k_0.00003 - [INFO] - [E:79| 300]: Train Loss:0.0011868, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:16:35,410 - yago11k_0.00003 - [INFO] - [E:79| 400]: Train Loss:0.0011875, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:17:39,078 - yago11k_0.00003 - [INFO] - [E:79| 500]: Train Loss:0.0011883, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:18:42,405 - yago11k_0.00003 - [INFO] - [E:79| 600]: Train Loss:0.0011892, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:18:42,405 - yago11k_0.00003 - [INFO] - [Epoch:79]: Training Loss:0.001189
2023-06-05 14:18:42,624 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 14:18:54,680 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 14:19:06,597 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 79 valid]:
MRR: Tail : 0.4029, Head : 0.2269, Avg : 0.3149
MR: Tail : 375.37, Head : 730.02, Avg : 552.7
Hit-1: Tail : 0.31023, Head : 0.18255, Avg : 0.24639
Hit-3: Tail : 0.44776, Head : 0.22256, Avg : 0.33516
Hit-10: Tail : 0.58488, Head : 0.31245, Avg : 0.44867
2023-06-05 14:19:06,598 - yago11k_0.00003 - [INFO] - [Epoch 79]: Training Loss: 0.0011892, Valid MRR: 0.31596,
2023-06-05 14:19:07,236 - yago11k_0.00003 - [INFO] - [E:80| 0]: Train Loss:0.0011636, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:20:10,989 - yago11k_0.00003 - [INFO] - [E:80| 100]: Train Loss:0.0011856, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:21:14,710 - yago11k_0.00003 - [INFO] - [E:80| 200]: Train Loss:0.001185, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:22:18,395 - yago11k_0.00003 - [INFO] - [E:80| 300]: Train Loss:0.0011869, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:23:22,066 - yago11k_0.00003 - [INFO] - [E:80| 400]: Train Loss:0.0011879, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:24:25,811 - yago11k_0.00003 - [INFO] - [E:80| 500]: Train Loss:0.0011878, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:25:29,106 - yago11k_0.00003 - [INFO] - [E:80| 600]: Train Loss:0.0011883, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:25:29,106 - yago11k_0.00003 - [INFO] - [Epoch:80]: Training Loss:0.001188
2023-06-05 14:25:29,327 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 14:25:41,394 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 14:25:53,308 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 80 valid]:
MRR: Tail : 0.4, Head : 0.22799, Avg : 0.31399
2023-06-05 14:25:53,308 - yago11k_0.00003 - [INFO] - [Epoch 80]: Training Loss: 0.0011883, Valid MRR: 0.31596,
2023-06-05 14:25:53,962 - yago11k_0.00003 - [INFO] - [E:81| 0]: Train Loss:0.0011849, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:26:57,684 - yago11k_0.00003 - [INFO] - [E:81| 100]: Train Loss:0.0011845, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:28:01,382 - yago11k_0.00003 - [INFO] - [E:81| 200]: Train Loss:0.0011847, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:29:04,998 - yago11k_0.00003 - [INFO] - [E:81| 300]: Train Loss:0.0011853, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:30:08,524 - yago11k_0.00003 - [INFO] - [E:81| 400]: Train Loss:0.0011857, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:31:12,227 - yago11k_0.00003 - [INFO] - [E:81| 500]: Train Loss:0.0011861, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:32:15,483 - yago11k_0.00003 - [INFO] - [E:81| 600]: Train Loss:0.0011864, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:32:15,484 - yago11k_0.00003 - [INFO] - [Epoch:81]: Training Loss:0.001186
2023-06-05 14:32:15,700 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 14:32:27,745 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 14:32:39,630 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 81 valid]:
MRR: Tail : 0.40113, Head : 0.2284, Avg : 0.31477
2023-06-05 14:32:39,630 - yago11k_0.00003 - [INFO] - [Epoch 81]: Training Loss: 0.0011864, Valid MRR: 0.31596,
2023-06-05 14:32:40,277 - yago11k_0.00003 - [INFO] - [E:82| 0]: Train Loss:0.00119, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:33:43,891 - yago11k_0.00003 - [INFO] - [E:82| 100]: Train Loss:0.0011823, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:34:47,530 - yago11k_0.00003 - [INFO] - [E:82| 200]: Train Loss:0.0011836, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:35:51,235 - yago11k_0.00003 - [INFO] - [E:82| 300]: Train Loss:0.0011843, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:36:54,877 - yago11k_0.00003 - [INFO] - [E:82| 400]: Train Loss:0.0011848, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:37:58,634 - yago11k_0.00003 - [INFO] - [E:82| 500]: Train Loss:0.0011858, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:39:01,973 - yago11k_0.00003 - [INFO] - [E:82| 600]: Train Loss:0.0011858, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:39:01,974 - yago11k_0.00003 - [INFO] - [Epoch:82]: Training Loss:0.001186
2023-06-05 14:39:02,189 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 14:39:14,270 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 14:39:26,218 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 82 valid]:
MRR: Tail : 0.40027, Head : 0.2282, Avg : 0.31424
2023-06-05 14:39:26,218 - yago11k_0.00003 - [INFO] - [Epoch 82]: Training Loss: 0.0011858, Valid MRR: 0.31596,
2023-06-05 14:39:26,868 - yago11k_0.00003 - [INFO] - [E:83| 0]: Train Loss:0.0012022, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:40:33,922 - yago11k_0.00003 - [INFO] - [E:83| 100]: Train Loss:0.0011839, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:41:37,702 - yago11k_0.00003 - [INFO] - [E:83| 200]: Train Loss:0.0011827, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:43:02,190 - yago11k_0.00003 - [INFO] - [E:83| 300]: Train Loss:0.0011819, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:44:05,826 - yago11k_0.00003 - [INFO] - [E:83| 400]: Train Loss:0.0011828, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:45:09,310 - yago11k_0.00003 - [INFO] - [E:83| 500]: Train Loss:0.0011839, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:46:19,125 - yago11k_0.00003 - [INFO] - [E:83| 600]: Train Loss:0.0011846, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:46:19,126 - yago11k_0.00003 - [INFO] - [Epoch:83]: Training Loss:0.001185
2023-06-05 14:46:19,344 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 14:46:31,392 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 14:46:43,281 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 83 valid]:
MRR: Tail : 0.40268, Head : 0.22728, Avg : 0.31498
2023-06-05 14:46:43,281 - yago11k_0.00003 - [INFO] - [Epoch 83]: Training Loss: 0.0011846, Valid MRR: 0.31596,
2023-06-05 14:46:43,932 - yago11k_0.00003 - [INFO] - [E:84| 0]: Train Loss:0.0011589, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:47:47,637 - yago11k_0.00003 - [INFO] - [E:84| 100]: Train Loss:0.0011794, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:48:51,440 - yago11k_0.00003 - [INFO] - [E:84| 200]: Train Loss:0.0011803, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:49:55,197 - yago11k_0.00003 - [INFO] - [E:84| 300]: Train Loss:0.0011809, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:50:58,983 - yago11k_0.00003 - [INFO] - [E:84| 400]: Train Loss:0.0011829, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:52:02,789 - yago11k_0.00003 - [INFO] - [E:84| 500]: Train Loss:0.001183, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:53:06,097 - yago11k_0.00003 - [INFO] - [E:84| 600]: Train Loss:0.0011839, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:53:06,098 - yago11k_0.00003 - [INFO] - [Epoch:84]: Training Loss:0.001184
2023-06-05 14:53:06,313 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 14:53:18,385 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 14:53:30,325 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 84 valid]:
MRR: Tail : 0.40285, Head : 0.22687, Avg : 0.31486
2023-06-05 14:53:30,325 - yago11k_0.00003 - [INFO] - [Epoch 84]: Training Loss: 0.0011839, Valid MRR: 0.31596,
2023-06-05 14:53:30,970 - yago11k_0.00003 - [INFO] - [E:85| 0]: Train Loss:0.001195, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:54:34,778 - yago11k_0.00003 - [INFO] - [E:85| 100]: Train Loss:0.001181, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:55:38,578 - yago11k_0.00003 - [INFO] - [E:85| 200]: Train Loss:0.0011809, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:56:42,401 - yago11k_0.00003 - [INFO] - [E:85| 300]: Train Loss:0.0011813, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:57:46,155 - yago11k_0.00003 - [INFO] - [E:85| 400]: Train Loss:0.0011821, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:58:50,023 - yago11k_0.00003 - [INFO] - [E:85| 500]: Train Loss:0.0011825, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:59:53,777 - yago11k_0.00003 - [INFO] - [E:85| 600]: Train Loss:0.001183, Val MRR:0.31596, yago11k_0.00003
2023-06-05 14:59:53,778 - yago11k_0.00003 - [INFO] - [Epoch:85]: Training Loss:0.001183
2023-06-05 14:59:54,000 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 15:00:06,161 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 15:00:18,174 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 85 valid]:
MRR: Tail : 0.39987, Head : 0.22867, Avg : 0.31427
2023-06-05 15:00:18,174 - yago11k_0.00003 - [INFO] - [Epoch 85]: Training Loss: 0.001183, Valid MRR: 0.31596,
2023-06-05 15:00:18,829 - yago11k_0.00003 - [INFO] - [E:86| 0]: Train Loss:0.0011918, Val MRR:0.31596, yago11k_0.00003
2023-06-05 15:01:23,019 - yago11k_0.00003 - [INFO] - [E:86| 100]: Train Loss:0.0011785, Val MRR:0.31596, yago11k_0.00003
2023-06-05 15:02:26,818 - yago11k_0.00003 - [INFO] - [E:86| 200]: Train Loss:0.0011798, Val MRR:0.31596, yago11k_0.00003
2023-06-05 15:03:30,613 - yago11k_0.00003 - [INFO] - [E:86| 300]: Train Loss:0.0011805, Val MRR:0.31596, yago11k_0.00003
2023-06-05 15:04:34,445 - yago11k_0.00003 - [INFO] - [E:86| 400]: Train Loss:0.0011816, Val MRR:0.31596, yago11k_0.00003
2023-06-05 15:05:38,335 - yago11k_0.00003 - [INFO] - [E:86| 500]: Train Loss:0.0011817, Val MRR:0.31596, yago11k_0.00003
2023-06-05 15:06:41,825 - yago11k_0.00003 - [INFO] - [E:86| 600]: Train Loss:0.0011818, Val MRR:0.31596, yago11k_0.00003
2023-06-05 15:06:41,825 - yago11k_0.00003 - [INFO] - [Epoch:86]: Training Loss:0.001182
2023-06-05 15:06:42,044 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 15:06:54,124 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 15:07:06,053 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 86 valid]:
MRR: Tail : 0.4054, Head : 0.2281, Avg : 0.31675
2023-06-05 15:07:07,393 - yago11k_0.00003 - [INFO] - [Epoch 86]: Training Loss: 0.0011818, Valid MRR: 0.31675,
2023-06-05 15:07:08,059 - yago11k_0.00003 - [INFO] - [E:87| 0]: Train Loss:0.0011669, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:08:11,968 - yago11k_0.00003 - [INFO] - [E:87| 100]: Train Loss:0.0011799, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:09:15,901 - yago11k_0.00003 - [INFO] - [E:87| 200]: Train Loss:0.0011784, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:10:19,872 - yago11k_0.00003 - [INFO] - [E:87| 300]: Train Loss:0.0011789, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:11:23,816 - yago11k_0.00003 - [INFO] - [E:87| 400]: Train Loss:0.0011794, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:12:27,701 - yago11k_0.00003 - [INFO] - [E:87| 500]: Train Loss:0.0011799, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:13:31,184 - yago11k_0.00003 - [INFO] - [E:87| 600]: Train Loss:0.0011805, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:13:31,184 - yago11k_0.00003 - [INFO] - [Epoch:87]: Training Loss:0.001181
2023-06-05 15:13:31,399 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 15:13:43,477 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 15:13:55,404 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 87 valid]:
MRR: Tail : 0.4009, Head : 0.22962, Avg : 0.31526
2023-06-05 15:13:55,404 - yago11k_0.00003 - [INFO] - [Epoch 87]: Training Loss: 0.0011805, Valid MRR: 0.31675,
2023-06-05 15:13:56,044 - yago11k_0.00003 - [INFO] - [E:88| 0]: Train Loss:0.0011683, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:15:00,191 - yago11k_0.00003 - [INFO] - [E:88| 100]: Train Loss:0.0011766, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:16:04,571 - yago11k_0.00003 - [INFO] - [E:88| 200]: Train Loss:0.0011761, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:17:08,397 - yago11k_0.00003 - [INFO] - [E:88| 300]: Train Loss:0.0011774, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:18:12,073 - yago11k_0.00003 - [INFO] - [E:88| 400]: Train Loss:0.0011776, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:19:15,919 - yago11k_0.00003 - [INFO] - [E:88| 500]: Train Loss:0.0011777, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:20:19,277 - yago11k_0.00003 - [INFO] - [E:88| 600]: Train Loss:0.0011793, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:20:19,278 - yago11k_0.00003 - [INFO] - [Epoch:88]: Training Loss:0.001179
2023-06-05 15:20:19,497 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 15:20:31,556 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 15:20:43,479 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 88 valid]:
MRR: Tail : 0.39947, Head : 0.22882, Avg : 0.31414
2023-06-05 15:20:43,480 - yago11k_0.00003 - [INFO] - [Epoch 88]: Training Loss: 0.0011793, Valid MRR: 0.31675,
2023-06-05 15:20:44,134 - yago11k_0.00003 - [INFO] - [E:89| 0]: Train Loss:0.0011668, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:21:47,963 - yago11k_0.00003 - [INFO] - [E:89| 100]: Train Loss:0.0011738, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:22:51,916 - yago11k_0.00003 - [INFO] - [E:89| 200]: Train Loss:0.0011751, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:23:55,732 - yago11k_0.00003 - [INFO] - [E:89| 300]: Train Loss:0.0011764, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:24:59,472 - yago11k_0.00003 - [INFO] - [E:89| 400]: Train Loss:0.0011772, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:26:03,261 - yago11k_0.00003 - [INFO] - [E:89| 500]: Train Loss:0.0011777, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:27:06,605 - yago11k_0.00003 - [INFO] - [E:89| 600]: Train Loss:0.0011783, Val MRR:0.31675, yago11k_0.00003
2023-06-05 15:27:06,606 - yago11k_0.00003 - [INFO] - [Epoch:89]: Training Loss:0.001178
2023-06-05 15:27:06,824 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 15:27:18,890 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 15:27:30,833 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 89 valid]:
MRR: Tail : 0.40456, Head : 0.2301, Avg : 0.31733
MR: Tail : 415.07, Head : 756.23, Avg : 585.65
Hit-1: Tail : 0.30967, Head : 0.18602, Avg : 0.24785
Hit-3: Tail : 0.45221, Head : 0.22673, Avg : 0.33947
Hit-10: Tail : 0.58739, Head : 0.31134, Avg : 0.44936
2023-06-05 15:27:32,021 - yago11k_0.00003 - [INFO] - [Epoch 89]: Training Loss: 0.0011783, Valid MRR: 0.31733,
2023-06-05 15:27:32,671 - yago11k_0.00003 - [INFO] - [E:90| 0]: Train Loss:0.0011434, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:28:36,388 - yago11k_0.00003 - [INFO] - [E:90| 100]: Train Loss:0.0011741, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:29:40,177 - yago11k_0.00003 - [INFO] - [E:90| 200]: Train Loss:0.001175, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:30:43,790 - yago11k_0.00003 - [INFO] - [E:90| 300]: Train Loss:0.001176, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:31:47,392 - yago11k_0.00003 - [INFO] - [E:90| 400]: Train Loss:0.0011771, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:32:51,042 - yago11k_0.00003 - [INFO] - [E:90| 500]: Train Loss:0.0011778, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:33:54,357 - yago11k_0.00003 - [INFO] - [E:90| 600]: Train Loss:0.0011775, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:33:54,357 - yago11k_0.00003 - [INFO] - [Epoch:90]: Training Loss:0.001178
2023-06-05 15:33:54,576 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 15:34:06,625 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 15:34:18,548 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 90 valid]:
MRR: Tail : 0.39993, Head : 0.22922, Avg : 0.31458
2023-06-05 15:34:18,548 - yago11k_0.00003 - [INFO] - [Epoch 90]: Training Loss: 0.0011775, Valid MRR: 0.31733,
2023-06-05 15:34:19,200 - yago11k_0.00003 - [INFO] - [E:91| 0]: Train Loss:0.0011807, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:35:22,831 - yago11k_0.00003 - [INFO] - [E:91| 100]: Train Loss:0.0011749, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:36:26,543 - yago11k_0.00003 - [INFO] - [E:91| 200]: Train Loss:0.0011768, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:37:30,284 - yago11k_0.00003 - [INFO] - [E:91| 300]: Train Loss:0.0011763, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:38:34,057 - yago11k_0.00003 - [INFO] - [E:91| 400]: Train Loss:0.0011758, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:39:37,841 - yago11k_0.00003 - [INFO] - [E:91| 500]: Train Loss:0.0011763, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:40:41,074 - yago11k_0.00003 - [INFO] - [E:91| 600]: Train Loss:0.0011767, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:40:41,074 - yago11k_0.00003 - [INFO] - [Epoch:91]: Training Loss:0.001177
2023-06-05 15:40:41,290 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 15:40:53,356 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 15:41:05,283 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 91 valid]:
MRR: Tail : 0.40358, Head : 0.22877, Avg : 0.31617
2023-06-05 15:41:05,283 - yago11k_0.00003 - [INFO] - [Epoch 91]: Training Loss: 0.0011767, Valid MRR: 0.31733,
2023-06-05 15:41:05,930 - yago11k_0.00003 - [INFO] - [E:92| 0]: Train Loss:0.0011641, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:42:09,760 - yago11k_0.00003 - [INFO] - [E:92| 100]: Train Loss:0.0011736, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:43:13,646 - yago11k_0.00003 - [INFO] - [E:92| 200]: Train Loss:0.0011746, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:44:17,518 - yago11k_0.00003 - [INFO] - [E:92| 300]: Train Loss:0.0011754, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:45:21,361 - yago11k_0.00003 - [INFO] - [E:92| 400]: Train Loss:0.0011754, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:46:25,098 - yago11k_0.00003 - [INFO] - [E:92| 500]: Train Loss:0.0011754, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:47:28,319 - yago11k_0.00003 - [INFO] - [E:92| 600]: Train Loss:0.0011754, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:47:28,320 - yago11k_0.00003 - [INFO] - [Epoch:92]: Training Loss:0.001175
2023-06-05 15:47:28,535 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 15:47:40,610 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 15:47:52,813 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 92 valid]:
MRR: Tail : 0.40241, Head : 0.22913, Avg : 0.31577
2023-06-05 15:47:52,813 - yago11k_0.00003 - [INFO] - [Epoch 92]: Training Loss: 0.0011754, Valid MRR: 0.31733,
2023-06-05 15:47:53,596 - yago11k_0.00003 - [INFO] - [E:93| 0]: Train Loss:0.0011764, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:49:07,338 - yago11k_0.00003 - [INFO] - [E:93| 100]: Train Loss:0.0011746, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:50:11,155 - yago11k_0.00003 - [INFO] - [E:93| 200]: Train Loss:0.0011719, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:51:24,876 - yago11k_0.00003 - [INFO] - [E:93| 300]: Train Loss:0.0011726, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:52:28,663 - yago11k_0.00003 - [INFO] - [E:93| 400]: Train Loss:0.0011744, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:53:32,422 - yago11k_0.00003 - [INFO] - [E:93| 500]: Train Loss:0.0011752, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:54:35,836 - yago11k_0.00003 - [INFO] - [E:93| 600]: Train Loss:0.0011751, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:54:35,836 - yago11k_0.00003 - [INFO] - [Epoch:93]: Training Loss:0.001175
2023-06-05 15:54:36,056 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 15:54:49,023 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 15:55:03,592 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 93 valid]:
MRR: Tail : 0.3994, Head : 0.22822, Avg : 0.31381
2023-06-05 15:55:03,592 - yago11k_0.00003 - [INFO] - [Epoch 93]: Training Loss: 0.0011751, Valid MRR: 0.31733,
2023-06-05 15:55:04,391 - yago11k_0.00003 - [INFO] - [E:94| 0]: Train Loss:0.0011527, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:56:14,560 - yago11k_0.00003 - [INFO] - [E:94| 100]: Train Loss:0.0011702, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:57:18,444 - yago11k_0.00003 - [INFO] - [E:94| 200]: Train Loss:0.0011728, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:58:22,300 - yago11k_0.00003 - [INFO] - [E:94| 300]: Train Loss:0.0011726, Val MRR:0.31733, yago11k_0.00003
2023-06-05 15:59:26,138 - yago11k_0.00003 - [INFO] - [E:94| 400]: Train Loss:0.0011734, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:00:29,989 - yago11k_0.00003 - [INFO] - [E:94| 500]: Train Loss:0.0011743, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:01:43,904 - yago11k_0.00003 - [INFO] - [E:94| 600]: Train Loss:0.0011739, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:01:43,905 - yago11k_0.00003 - [INFO] - [Epoch:94]: Training Loss:0.001174
2023-06-05 16:01:44,172 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 16:01:57,008 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 16:02:08,911 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 94 valid]:
MRR: Tail : 0.40318, Head : 0.22911, Avg : 0.31614
2023-06-05 16:02:08,911 - yago11k_0.00003 - [INFO] - [Epoch 94]: Training Loss: 0.0011739, Valid MRR: 0.31733,
2023-06-05 16:02:09,560 - yago11k_0.00003 - [INFO] - [E:95| 0]: Train Loss:0.0011359, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:03:13,294 - yago11k_0.00003 - [INFO] - [E:95| 100]: Train Loss:0.0011687, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:04:17,029 - yago11k_0.00003 - [INFO] - [E:95| 200]: Train Loss:0.0011694, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:05:20,815 - yago11k_0.00003 - [INFO] - [E:95| 300]: Train Loss:0.0011701, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:06:27,867 - yago11k_0.00003 - [INFO] - [E:95| 400]: Train Loss:0.0011714, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:07:39,006 - yago11k_0.00003 - [INFO] - [E:95| 500]: Train Loss:0.0011723, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:08:42,427 - yago11k_0.00003 - [INFO] - [E:95| 600]: Train Loss:0.0011729, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:08:42,428 - yago11k_0.00003 - [INFO] - [Epoch:95]: Training Loss:0.001173
2023-06-05 16:08:42,647 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 16:08:54,742 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 16:09:06,670 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 95 valid]:
MRR: Tail : 0.4003, Head : 0.22848, Avg : 0.31439
2023-06-05 16:09:06,670 - yago11k_0.00003 - [INFO] - [Epoch 95]: Training Loss: 0.0011729, Valid MRR: 0.31733,
2023-06-05 16:09:07,329 - yago11k_0.00003 - [INFO] - [E:96| 0]: Train Loss:0.0011663, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:10:11,161 - yago11k_0.00003 - [INFO] - [E:96| 100]: Train Loss:0.001169, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:11:21,532 - yago11k_0.00003 - [INFO] - [E:96| 200]: Train Loss:0.0011696, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:12:29,164 - yago11k_0.00003 - [INFO] - [E:96| 300]: Train Loss:0.0011696, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:13:33,031 - yago11k_0.00003 - [INFO] - [E:96| 400]: Train Loss:0.0011712, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:14:36,856 - yago11k_0.00003 - [INFO] - [E:96| 500]: Train Loss:0.0011722, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:15:46,679 - yago11k_0.00003 - [INFO] - [E:96| 600]: Train Loss:0.0011724, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:15:46,679 - yago11k_0.00003 - [INFO] - [Epoch:96]: Training Loss:0.001172
2023-06-05 16:15:46,948 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 16:16:01,728 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 16:16:14,954 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 96 valid]:
MRR: Tail : 0.40012, Head : 0.22631, Avg : 0.31321
2023-06-05 16:16:14,954 - yago11k_0.00003 - [INFO] - [Epoch 96]: Training Loss: 0.0011724, Valid MRR: 0.31733,
2023-06-05 16:16:15,611 - yago11k_0.00003 - [INFO] - [E:97| 0]: Train Loss:0.001157, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:17:19,911 - yago11k_0.00003 - [INFO] - [E:97| 100]: Train Loss:0.0011712, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:18:24,221 - yago11k_0.00003 - [INFO] - [E:97| 200]: Train Loss:0.0011705, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:19:27,919 - yago11k_0.00003 - [INFO] - [E:97| 300]: Train Loss:0.0011703, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:20:31,646 - yago11k_0.00003 - [INFO] - [E:97| 400]: Train Loss:0.0011706, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:21:35,343 - yago11k_0.00003 - [INFO] - [E:97| 500]: Train Loss:0.0011704, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:22:38,668 - yago11k_0.00003 - [INFO] - [E:97| 600]: Train Loss:0.0011708, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:22:38,669 - yago11k_0.00003 - [INFO] - [Epoch:97]: Training Loss:0.001171
2023-06-05 16:22:38,887 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 16:22:50,952 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 16:23:02,867 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 97 valid]:
MRR: Tail : 0.40277, Head : 0.22825, Avg : 0.31551
2023-06-05 16:23:02,868 - yago11k_0.00003 - [INFO] - [Epoch 97]: Training Loss: 0.0011708, Valid MRR: 0.31733,
2023-06-05 16:23:03,507 - yago11k_0.00003 - [INFO] - [E:98| 0]: Train Loss:0.0011729, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:24:07,194 - yago11k_0.00003 - [INFO] - [E:98| 100]: Train Loss:0.0011711, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:25:10,899 - yago11k_0.00003 - [INFO] - [E:98| 200]: Train Loss:0.0011684, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:26:14,619 - yago11k_0.00003 - [INFO] - [E:98| 300]: Train Loss:0.0011691, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:27:18,444 - yago11k_0.00003 - [INFO] - [E:98| 400]: Train Loss:0.001169, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:28:22,193 - yago11k_0.00003 - [INFO] - [E:98| 500]: Train Loss:0.0011698, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:29:25,550 - yago11k_0.00003 - [INFO] - [E:98| 600]: Train Loss:0.00117, Val MRR:0.31733, yago11k_0.00003
2023-06-05 16:29:25,550 - yago11k_0.00003 - [INFO] - [Epoch:98]: Training Loss:0.00117
2023-06-05 16:29:25,768 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 16:29:37,837 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 16:29:49,767 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 98 valid]:
MRR: Tail : 0.40609, Head : 0.23012, Avg : 0.31811
2023-06-05 16:29:50,930 - yago11k_0.00003 - [INFO] - [Epoch 98]: Training Loss: 0.00117, Valid MRR: 0.31811,
2023-06-05 16:29:51,571 - yago11k_0.00003 - [INFO] - [E:99| 0]: Train Loss:0.0011794, Val MRR:0.31811, yago11k_0.00003
2023-06-05 16:30:55,248 - yago11k_0.00003 - [INFO] - [E:99| 100]: Train Loss:0.0011714, Val MRR:0.31811, yago11k_0.00003
2023-06-05 16:31:58,863 - yago11k_0.00003 - [INFO] - [E:99| 200]: Train Loss:0.0011682, Val MRR:0.31811, yago11k_0.00003
2023-06-05 16:33:02,398 - yago11k_0.00003 - [INFO] - [E:99| 300]: Train Loss:0.0011689, Val MRR:0.31811, yago11k_0.00003
2023-06-05 16:34:05,802 - yago11k_0.00003 - [INFO] - [E:99| 400]: Train Loss:0.0011694, Val MRR:0.31811, yago11k_0.00003
2023-06-05 16:35:09,537 - yago11k_0.00003 - [INFO] - [E:99| 500]: Train Loss:0.00117, Val MRR:0.31811, yago11k_0.00003
2023-06-05 16:36:12,878 - yago11k_0.00003 - [INFO] - [E:99| 600]: Train Loss:0.0011703, Val MRR:0.31811, yago11k_0.00003
2023-06-05 16:36:12,878 - yago11k_0.00003 - [INFO] - [Epoch:99]: Training Loss:0.00117
2023-06-05 16:36:13,093 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 16:36:25,157 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 16:36:37,085 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 99 valid]:
MRR: Tail : 0.4075, Head : 0.23099, Avg : 0.31925
MR: Tail : 406.13, Head : 763.65, Avg : 584.89
Hit-1: Tail : 0.31814, Head : 0.18727, Avg : 0.25271
Hit-3: Tail : 0.4461, Head : 0.22617, Avg : 0.33614
Hit-10: Tail : 0.59141, Head : 0.31564, Avg : 0.45353
2023-06-05 16:36:38,304 - yago11k_0.00003 - [INFO] - [Epoch 99]: Training Loss: 0.0011703, Valid MRR: 0.31925,
2023-06-05 16:36:38,947 - yago11k_0.00003 - [INFO] - [E:100| 0]: Train Loss:0.0011765, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:37:42,802 - yago11k_0.00003 - [INFO] - [E:100| 100]: Train Loss:0.0011682, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:38:46,607 - yago11k_0.00003 - [INFO] - [E:100| 200]: Train Loss:0.0011684, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:39:50,435 - yago11k_0.00003 - [INFO] - [E:100| 300]: Train Loss:0.001169, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:40:54,292 - yago11k_0.00003 - [INFO] - [E:100| 400]: Train Loss:0.0011688, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:41:58,213 - yago11k_0.00003 - [INFO] - [E:100| 500]: Train Loss:0.0011692, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:43:01,678 - yago11k_0.00003 - [INFO] - [E:100| 600]: Train Loss:0.0011689, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:43:01,679 - yago11k_0.00003 - [INFO] - [Epoch:100]: Training Loss:0.001169
2023-06-05 16:43:01,895 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 16:43:13,978 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 16:43:25,921 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 100 valid]:
MRR: Tail : 0.40698, Head : 0.22937, Avg : 0.31818
2023-06-05 16:43:25,921 - yago11k_0.00003 - [INFO] - [Epoch 100]: Training Loss: 0.0011689, Valid MRR: 0.31925,
2023-06-05 16:43:26,576 - yago11k_0.00003 - [INFO] - [E:101| 0]: Train Loss:0.0011622, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:44:30,568 - yago11k_0.00003 - [INFO] - [E:101| 100]: Train Loss:0.0011664, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:45:34,532 - yago11k_0.00003 - [INFO] - [E:101| 200]: Train Loss:0.001167, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:46:38,412 - yago11k_0.00003 - [INFO] - [E:101| 300]: Train Loss:0.0011664, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:47:42,431 - yago11k_0.00003 - [INFO] - [E:101| 400]: Train Loss:0.0011666, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:48:46,780 - yago11k_0.00003 - [INFO] - [E:101| 500]: Train Loss:0.0011669, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:49:50,336 - yago11k_0.00003 - [INFO] - [E:101| 600]: Train Loss:0.0011672, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:49:50,336 - yago11k_0.00003 - [INFO] - [Epoch:101]: Training Loss:0.001167
2023-06-05 16:49:50,554 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 16:50:02,596 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 16:50:14,511 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 101 valid]:
MRR: Tail : 0.40233, Head : 0.23142, Avg : 0.31687
2023-06-05 16:50:14,511 - yago11k_0.00003 - [INFO] - [Epoch 101]: Training Loss: 0.0011672, Valid MRR: 0.31925,
2023-06-05 16:50:15,158 - yago11k_0.00003 - [INFO] - [E:102| 0]: Train Loss:0.0011684, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:51:18,797 - yago11k_0.00003 - [INFO] - [E:102| 100]: Train Loss:0.0011636, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:52:22,607 - yago11k_0.00003 - [INFO] - [E:102| 200]: Train Loss:0.0011655, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:53:26,389 - yago11k_0.00003 - [INFO] - [E:102| 300]: Train Loss:0.0011665, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:54:30,157 - yago11k_0.00003 - [INFO] - [E:102| 400]: Train Loss:0.0011659, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:55:33,993 - yago11k_0.00003 - [INFO] - [E:102| 500]: Train Loss:0.001166, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:56:37,410 - yago11k_0.00003 - [INFO] - [E:102| 600]: Train Loss:0.0011668, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:56:37,410 - yago11k_0.00003 - [INFO] - [Epoch:102]: Training Loss:0.001167
2023-06-05 16:56:37,629 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 16:56:49,707 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 16:57:01,645 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 102 valid]:
MRR: Tail : 0.40322, Head : 0.22884, Avg : 0.31603
2023-06-05 16:57:01,646 - yago11k_0.00003 - [INFO] - [Epoch 102]: Training Loss: 0.0011668, Valid MRR: 0.31925,
2023-06-05 16:57:02,289 - yago11k_0.00003 - [INFO] - [E:103| 0]: Train Loss:0.0011773, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:58:05,954 - yago11k_0.00003 - [INFO] - [E:103| 100]: Train Loss:0.0011654, Val MRR:0.31925, yago11k_0.00003
2023-06-05 16:59:09,693 - yago11k_0.00003 - [INFO] - [E:103| 200]: Train Loss:0.0011648, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:00:13,422 - yago11k_0.00003 - [INFO] - [E:103| 300]: Train Loss:0.0011652, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:01:17,245 - yago11k_0.00003 - [INFO] - [E:103| 400]: Train Loss:0.0011655, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:02:20,988 - yago11k_0.00003 - [INFO] - [E:103| 500]: Train Loss:0.0011657, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:03:24,202 - yago11k_0.00003 - [INFO] - [E:103| 600]: Train Loss:0.0011661, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:03:24,203 - yago11k_0.00003 - [INFO] - [Epoch:103]: Training Loss:0.001166
2023-06-05 17:03:24,421 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 17:03:36,464 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 17:03:48,364 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 103 valid]:
MRR: Tail : 0.40093, Head : 0.22895, Avg : 0.31494
2023-06-05 17:03:48,364 - yago11k_0.00003 - [INFO] - [Epoch 103]: Training Loss: 0.0011661, Valid MRR: 0.31925,
2023-06-05 17:03:49,008 - yago11k_0.00003 - [INFO] - [E:104| 0]: Train Loss:0.0011399, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:04:52,670 - yago11k_0.00003 - [INFO] - [E:104| 100]: Train Loss:0.0011617, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:05:56,304 - yago11k_0.00003 - [INFO] - [E:104| 200]: Train Loss:0.0011632, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:07:00,062 - yago11k_0.00003 - [INFO] - [E:104| 300]: Train Loss:0.0011641, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:08:03,737 - yago11k_0.00003 - [INFO] - [E:104| 400]: Train Loss:0.001164, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:09:07,477 - yago11k_0.00003 - [INFO] - [E:104| 500]: Train Loss:0.0011643, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:10:10,779 - yago11k_0.00003 - [INFO] - [E:104| 600]: Train Loss:0.0011651, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:10:10,779 - yago11k_0.00003 - [INFO] - [Epoch:104]: Training Loss:0.001165
2023-06-05 17:10:10,995 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 17:10:23,061 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 17:10:34,981 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 104 valid]:
MRR: Tail : 0.40125, Head : 0.22758, Avg : 0.31442
2023-06-05 17:10:34,981 - yago11k_0.00003 - [INFO] - [Epoch 104]: Training Loss: 0.0011651, Valid MRR: 0.31925,
2023-06-05 17:10:35,625 - yago11k_0.00003 - [INFO] - [E:105| 0]: Train Loss:0.0011891, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:11:39,384 - yago11k_0.00003 - [INFO] - [E:105| 100]: Train Loss:0.0011649, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:12:43,278 - yago11k_0.00003 - [INFO] - [E:105| 200]: Train Loss:0.0011648, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:13:47,147 - yago11k_0.00003 - [INFO] - [E:105| 300]: Train Loss:0.0011642, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:14:51,059 - yago11k_0.00003 - [INFO] - [E:105| 400]: Train Loss:0.001164, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:15:54,924 - yago11k_0.00003 - [INFO] - [E:105| 500]: Train Loss:0.0011645, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:16:58,399 - yago11k_0.00003 - [INFO] - [E:105| 600]: Train Loss:0.0011647, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:16:58,400 - yago11k_0.00003 - [INFO] - [Epoch:105]: Training Loss:0.001165
2023-06-05 17:16:58,617 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 17:17:10,711 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 17:17:22,661 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 105 valid]:
MRR: Tail : 0.39992, Head : 0.22975, Avg : 0.31483
2023-06-05 17:17:22,661 - yago11k_0.00003 - [INFO] - [Epoch 105]: Training Loss: 0.0011647, Valid MRR: 0.31925,
2023-06-05 17:17:23,323 - yago11k_0.00003 - [INFO] - [E:106| 0]: Train Loss:0.0011529, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:18:27,060 - yago11k_0.00003 - [INFO] - [E:106| 100]: Train Loss:0.0011619, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:19:30,905 - yago11k_0.00003 - [INFO] - [E:106| 200]: Train Loss:0.0011617, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:20:34,569 - yago11k_0.00003 - [INFO] - [E:106| 300]: Train Loss:0.0011614, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:21:38,303 - yago11k_0.00003 - [INFO] - [E:106| 400]: Train Loss:0.0011638, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:22:42,070 - yago11k_0.00003 - [INFO] - [E:106| 500]: Train Loss:0.0011641, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:23:45,394 - yago11k_0.00003 - [INFO] - [E:106| 600]: Train Loss:0.0011638, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:23:45,394 - yago11k_0.00003 - [INFO] - [Epoch:106]: Training Loss:0.001164
2023-06-05 17:23:45,611 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 17:23:57,677 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 17:24:09,602 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 106 valid]:
MRR: Tail : 0.40351, Head : 0.23095, Avg : 0.31723
2023-06-05 17:24:09,602 - yago11k_0.00003 - [INFO] - [Epoch 106]: Training Loss: 0.0011638, Valid MRR: 0.31925,
2023-06-05 17:24:10,246 - yago11k_0.00003 - [INFO] - [E:107| 0]: Train Loss:0.0011535, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:25:14,163 - yago11k_0.00003 - [INFO] - [E:107| 100]: Train Loss:0.0011607, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:26:17,955 - yago11k_0.00003 - [INFO] - [E:107| 200]: Train Loss:0.0011605, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:27:21,743 - yago11k_0.00003 - [INFO] - [E:107| 300]: Train Loss:0.0011613, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:28:25,567 - yago11k_0.00003 - [INFO] - [E:107| 400]: Train Loss:0.0011624, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:29:29,387 - yago11k_0.00003 - [INFO] - [E:107| 500]: Train Loss:0.0011628, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:30:32,786 - yago11k_0.00003 - [INFO] - [E:107| 600]: Train Loss:0.0011633, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:30:32,786 - yago11k_0.00003 - [INFO] - [Epoch:107]: Training Loss:0.001163
2023-06-05 17:30:33,004 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 17:30:45,088 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 17:30:57,032 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 107 valid]:
MRR: Tail : 0.40725, Head : 0.22908, Avg : 0.31816
2023-06-05 17:30:57,033 - yago11k_0.00003 - [INFO] - [Epoch 107]: Training Loss: 0.0011633, Valid MRR: 0.31925,
2023-06-05 17:30:57,691 - yago11k_0.00003 - [INFO] - [E:108| 0]: Train Loss:0.0012207, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:32:01,485 - yago11k_0.00003 - [INFO] - [E:108| 100]: Train Loss:0.0011622, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:33:05,286 - yago11k_0.00003 - [INFO] - [E:108| 200]: Train Loss:0.0011618, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:34:09,113 - yago11k_0.00003 - [INFO] - [E:108| 300]: Train Loss:0.0011617, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:35:12,866 - yago11k_0.00003 - [INFO] - [E:108| 400]: Train Loss:0.001162, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:36:16,410 - yago11k_0.00003 - [INFO] - [E:108| 500]: Train Loss:0.0011624, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:37:19,690 - yago11k_0.00003 - [INFO] - [E:108| 600]: Train Loss:0.0011622, Val MRR:0.31925, yago11k_0.00003
2023-06-05 17:37:19,690 - yago11k_0.00003 - [INFO] - [Epoch:108]: Training Loss:0.001162
2023-06-05 17:37:19,907 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 17:37:31,982 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 17:37:43,885 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 108 valid]:
MRR: Tail : 0.40969, Head : 0.22912, Avg : 0.31941
2023-06-05 17:37:45,116 - yago11k_0.00003 - [INFO] - [Epoch 108]: Training Loss: 0.0011622, Valid MRR: 0.31941,
2023-06-05 17:37:45,782 - yago11k_0.00003 - [INFO] - [E:109| 0]: Train Loss:0.0012065, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:38:49,478 - yago11k_0.00003 - [INFO] - [E:109| 100]: Train Loss:0.0011614, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:39:53,314 - yago11k_0.00003 - [INFO] - [E:109| 200]: Train Loss:0.0011604, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:40:57,049 - yago11k_0.00003 - [INFO] - [E:109| 300]: Train Loss:0.0011607, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:42:00,845 - yago11k_0.00003 - [INFO] - [E:109| 400]: Train Loss:0.0011615, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:43:04,566 - yago11k_0.00003 - [INFO] - [E:109| 500]: Train Loss:0.0011612, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:44:07,855 - yago11k_0.00003 - [INFO] - [E:109| 600]: Train Loss:0.0011616, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:44:07,856 - yago11k_0.00003 - [INFO] - [Epoch:109]: Training Loss:0.001162
2023-06-05 17:44:08,073 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 17:44:20,153 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 17:44:32,083 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 109 valid]:
MRR: Tail : 0.40641, Head : 0.22708, Avg : 0.31674
MR: Tail : 441.0, Head : 783.68, Avg : 612.34
Hit-1: Tail : 0.31703, Head : 0.18491, Avg : 0.25097
Hit-3: Tail : 0.44582, Head : 0.22215, Avg : 0.33398
Hit-10: Tail : 0.58586, Head : 0.30731, Avg : 0.44658
2023-06-05 17:44:32,084 - yago11k_0.00003 - [INFO] - [Epoch 109]: Training Loss: 0.0011616, Valid MRR: 0.31941,
2023-06-05 17:44:32,734 - yago11k_0.00003 - [INFO] - [E:110| 0]: Train Loss:0.0011393, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:45:36,446 - yago11k_0.00003 - [INFO] - [E:110| 100]: Train Loss:0.0011569, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:46:40,200 - yago11k_0.00003 - [INFO] - [E:110| 200]: Train Loss:0.0011594, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:47:44,015 - yago11k_0.00003 - [INFO] - [E:110| 300]: Train Loss:0.0011595, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:48:47,850 - yago11k_0.00003 - [INFO] - [E:110| 400]: Train Loss:0.00116, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:49:51,540 - yago11k_0.00003 - [INFO] - [E:110| 500]: Train Loss:0.0011605, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:50:54,618 - yago11k_0.00003 - [INFO] - [E:110| 600]: Train Loss:0.0011609, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:50:54,618 - yago11k_0.00003 - [INFO] - [Epoch:110]: Training Loss:0.001161
2023-06-05 17:50:54,833 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 17:51:06,864 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 17:51:18,741 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 110 valid]:
MRR: Tail : 0.40582, Head : 0.22923, Avg : 0.31752
2023-06-05 17:51:18,742 - yago11k_0.00003 - [INFO] - [Epoch 110]: Training Loss: 0.0011609, Valid MRR: 0.31941,
2023-06-05 17:51:19,381 - yago11k_0.00003 - [INFO] - [E:111| 0]: Train Loss:0.0011478, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:52:23,099 - yago11k_0.00003 - [INFO] - [E:111| 100]: Train Loss:0.0011592, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:53:26,910 - yago11k_0.00003 - [INFO] - [E:111| 200]: Train Loss:0.0011577, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:54:30,691 - yago11k_0.00003 - [INFO] - [E:111| 300]: Train Loss:0.0011593, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:55:34,484 - yago11k_0.00003 - [INFO] - [E:111| 400]: Train Loss:0.001161, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:56:38,289 - yago11k_0.00003 - [INFO] - [E:111| 500]: Train Loss:0.0011615, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:57:41,732 - yago11k_0.00003 - [INFO] - [E:111| 600]: Train Loss:0.0011609, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:57:41,732 - yago11k_0.00003 - [INFO] - [Epoch:111]: Training Loss:0.001161
2023-06-05 17:57:41,947 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 17:57:54,027 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 17:58:05,946 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 111 valid]:
MRR: Tail : 0.40931, Head : 0.22905, Avg : 0.31918
2023-06-05 17:58:05,946 - yago11k_0.00003 - [INFO] - [Epoch 111]: Training Loss: 0.0011609, Valid MRR: 0.31941,
2023-06-05 17:58:06,588 - yago11k_0.00003 - [INFO] - [E:112| 0]: Train Loss:0.0011605, Val MRR:0.31941, yago11k_0.00003
2023-06-05 17:59:10,473 - yago11k_0.00003 - [INFO] - [E:112| 100]: Train Loss:0.001157, Val MRR:0.31941, yago11k_0.00003
2023-06-05 18:00:14,316 - yago11k_0.00003 - [INFO] - [E:112| 200]: Train Loss:0.0011571, Val MRR:0.31941, yago11k_0.00003
2023-06-05 18:01:18,167 - yago11k_0.00003 - [INFO] - [E:112| 300]: Train Loss:0.0011587, Val MRR:0.31941, yago11k_0.00003
2023-06-05 18:02:21,996 - yago11k_0.00003 - [INFO] - [E:112| 400]: Train Loss:0.0011591, Val MRR:0.31941, yago11k_0.00003
2023-06-05 18:03:25,864 - yago11k_0.00003 - [INFO] - [E:112| 500]: Train Loss:0.0011591, Val MRR:0.31941, yago11k_0.00003
2023-06-05 18:04:29,333 - yago11k_0.00003 - [INFO] - [E:112| 600]: Train Loss:0.0011594, Val MRR:0.31941, yago11k_0.00003
2023-06-05 18:04:29,334 - yago11k_0.00003 - [INFO] - [Epoch:112]: Training Loss:0.001159
2023-06-05 18:04:29,548 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 18:04:41,643 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 18:04:53,611 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 112 valid]:
MRR: Tail : 0.40635, Head : 0.22962, Avg : 0.31798
2023-06-05 18:04:53,611 - yago11k_0.00003 - [INFO] - [Epoch 112]: Training Loss: 0.0011594, Valid MRR: 0.31941,
2023-06-05 18:04:54,272 - yago11k_0.00003 - [INFO] - [E:113| 0]: Train Loss:0.0011709, Val MRR:0.31941, yago11k_0.00003
2023-06-05 18:05:58,678 - yago11k_0.00003 - [INFO] - [E:113| 100]: Train Loss:0.0011592, Val MRR:0.31941, yago11k_0.00003
2023-06-05 18:07:02,807 - yago11k_0.00003 - [INFO] - [E:113| 200]: Train Loss:0.0011584, Val MRR:0.31941, yago11k_0.00003
2023-06-05 18:08:06,640 - yago11k_0.00003 - [INFO] - [E:113| 300]: Train Loss:0.0011584, Val MRR:0.31941, yago11k_0.00003
2023-06-05 18:09:10,435 - yago11k_0.00003 - [INFO] - [E:113| 400]: Train Loss:0.001159, Val MRR:0.31941, yago11k_0.00003
2023-06-05 18:10:14,350 - yago11k_0.00003 - [INFO] - [E:113| 500]: Train Loss:0.0011588, Val MRR:0.31941, yago11k_0.00003
2023-06-05 18:11:17,739 - yago11k_0.00003 - [INFO] - [E:113| 600]: Train Loss:0.0011591, Val MRR:0.31941, yago11k_0.00003
2023-06-05 18:11:17,740 - yago11k_0.00003 - [INFO] - [Epoch:113]: Training Loss:0.001159
2023-06-05 18:11:17,960 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 18:11:30,041 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 18:11:41,963 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 113 valid]:
MRR: Tail : 0.40928, Head : 0.23049, Avg : 0.31988
2023-06-05 18:11:43,286 - yago11k_0.00003 - [INFO] - [Epoch 113]: Training Loss: 0.0011591, Valid MRR: 0.31988,
2023-06-05 18:11:43,948 - yago11k_0.00003 - [INFO] - [E:114| 0]: Train Loss:0.0011405, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:12:47,776 - yago11k_0.00003 - [INFO] - [E:114| 100]: Train Loss:0.0011563, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:13:51,653 - yago11k_0.00003 - [INFO] - [E:114| 200]: Train Loss:0.001157, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:14:55,610 - yago11k_0.00003 - [INFO] - [E:114| 300]: Train Loss:0.0011567, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:15:59,446 - yago11k_0.00003 - [INFO] - [E:114| 400]: Train Loss:0.0011578, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:17:03,346 - yago11k_0.00003 - [INFO] - [E:114| 500]: Train Loss:0.0011579, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:18:06,843 - yago11k_0.00003 - [INFO] - [E:114| 600]: Train Loss:0.0011583, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:18:06,844 - yago11k_0.00003 - [INFO] - [Epoch:114]: Training Loss:0.001158
2023-06-05 18:18:07,058 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 18:18:19,162 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 18:18:31,111 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 114 valid]:
MRR: Tail : 0.40533, Head : 0.22999, Avg : 0.31766
2023-06-05 18:18:31,111 - yago11k_0.00003 - [INFO] - [Epoch 114]: Training Loss: 0.0011583, Valid MRR: 0.31988,
2023-06-05 18:18:31,757 - yago11k_0.00003 - [INFO] - [E:115| 0]: Train Loss:0.0011571, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:19:35,655 - yago11k_0.00003 - [INFO] - [E:115| 100]: Train Loss:0.0011573, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:20:39,893 - yago11k_0.00003 - [INFO] - [E:115| 200]: Train Loss:0.001156, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:21:44,213 - yago11k_0.00003 - [INFO] - [E:115| 300]: Train Loss:0.0011565, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:22:47,912 - yago11k_0.00003 - [INFO] - [E:115| 400]: Train Loss:0.0011564, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:23:51,600 - yago11k_0.00003 - [INFO] - [E:115| 500]: Train Loss:0.0011572, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:24:54,914 - yago11k_0.00003 - [INFO] - [E:115| 600]: Train Loss:0.001157, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:24:54,915 - yago11k_0.00003 - [INFO] - [Epoch:115]: Training Loss:0.001157
2023-06-05 18:24:55,133 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 18:25:07,195 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 18:25:19,110 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 115 valid]:
MRR: Tail : 0.40526, Head : 0.2294, Avg : 0.31733
2023-06-05 18:25:19,110 - yago11k_0.00003 - [INFO] - [Epoch 115]: Training Loss: 0.001157, Valid MRR: 0.31988,
2023-06-05 18:25:19,758 - yago11k_0.00003 - [INFO] - [E:116| 0]: Train Loss:0.0011333, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:26:23,611 - yago11k_0.00003 - [INFO] - [E:116| 100]: Train Loss:0.0011556, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:27:27,420 - yago11k_0.00003 - [INFO] - [E:116| 200]: Train Loss:0.0011554, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:28:31,187 - yago11k_0.00003 - [INFO] - [E:116| 300]: Train Loss:0.0011556, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:29:34,901 - yago11k_0.00003 - [INFO] - [E:116| 400]: Train Loss:0.0011565, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:30:38,651 - yago11k_0.00003 - [INFO] - [E:116| 500]: Train Loss:0.0011571, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:31:41,963 - yago11k_0.00003 - [INFO] - [E:116| 600]: Train Loss:0.001157, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:31:41,963 - yago11k_0.00003 - [INFO] - [Epoch:116]: Training Loss:0.001157
2023-06-05 18:31:42,179 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 18:31:54,255 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 18:32:06,192 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 116 valid]:
MRR: Tail : 0.40196, Head : 0.23037, Avg : 0.31616
2023-06-05 18:32:06,192 - yago11k_0.00003 - [INFO] - [Epoch 116]: Training Loss: 0.001157, Valid MRR: 0.31988,
2023-06-05 18:32:06,850 - yago11k_0.00003 - [INFO] - [E:117| 0]: Train Loss:0.0011477, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:33:10,738 - yago11k_0.00003 - [INFO] - [E:117| 100]: Train Loss:0.0011521, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:34:14,553 - yago11k_0.00003 - [INFO] - [E:117| 200]: Train Loss:0.0011533, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:35:18,221 - yago11k_0.00003 - [INFO] - [E:117| 300]: Train Loss:0.0011541, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:36:21,758 - yago11k_0.00003 - [INFO] - [E:117| 400]: Train Loss:0.0011554, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:37:25,307 - yago11k_0.00003 - [INFO] - [E:117| 500]: Train Loss:0.0011555, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:38:28,564 - yago11k_0.00003 - [INFO] - [E:117| 600]: Train Loss:0.001156, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:38:28,564 - yago11k_0.00003 - [INFO] - [Epoch:117]: Training Loss:0.001156
2023-06-05 18:38:28,783 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 18:38:40,831 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 18:38:52,739 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 117 valid]:
MRR: Tail : 0.40611, Head : 0.22988, Avg : 0.318
2023-06-05 18:38:52,739 - yago11k_0.00003 - [INFO] - [Epoch 117]: Training Loss: 0.001156, Valid MRR: 0.31988,
2023-06-05 18:38:53,392 - yago11k_0.00003 - [INFO] - [E:118| 0]: Train Loss:0.0012053, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:39:57,198 - yago11k_0.00003 - [INFO] - [E:118| 100]: Train Loss:0.0011514, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:41:00,883 - yago11k_0.00003 - [INFO] - [E:118| 200]: Train Loss:0.0011544, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:42:04,553 - yago11k_0.00003 - [INFO] - [E:118| 300]: Train Loss:0.0011544, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:43:08,235 - yago11k_0.00003 - [INFO] - [E:118| 400]: Train Loss:0.0011552, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:44:11,860 - yago11k_0.00003 - [INFO] - [E:118| 500]: Train Loss:0.0011559, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:45:15,263 - yago11k_0.00003 - [INFO] - [E:118| 600]: Train Loss:0.001156, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:45:15,264 - yago11k_0.00003 - [INFO] - [Epoch:118]: Training Loss:0.001156
2023-06-05 18:45:15,483 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 18:45:27,547 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 18:45:39,480 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 118 valid]:
MRR: Tail : 0.40527, Head : 0.22943, Avg : 0.31735
2023-06-05 18:45:39,480 - yago11k_0.00003 - [INFO] - [Epoch 118]: Training Loss: 0.001156, Valid MRR: 0.31988,
2023-06-05 18:45:40,133 - yago11k_0.00003 - [INFO] - [E:119| 0]: Train Loss:0.0011804, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:46:43,843 - yago11k_0.00003 - [INFO] - [E:119| 100]: Train Loss:0.001156, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:47:47,521 - yago11k_0.00003 - [INFO] - [E:119| 200]: Train Loss:0.0011548, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:48:51,198 - yago11k_0.00003 - [INFO] - [E:119| 300]: Train Loss:0.0011546, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:49:54,893 - yago11k_0.00003 - [INFO] - [E:119| 400]: Train Loss:0.0011549, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:50:58,590 - yago11k_0.00003 - [INFO] - [E:119| 500]: Train Loss:0.0011553, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:52:01,648 - yago11k_0.00003 - [INFO] - [E:119| 600]: Train Loss:0.0011554, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:52:01,649 - yago11k_0.00003 - [INFO] - [Epoch:119]: Training Loss:0.001155
2023-06-05 18:52:01,864 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 18:52:13,890 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 18:52:25,739 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 119 valid]:
MRR: Tail : 0.40188, Head : 0.23003, Avg : 0.31596
MR: Tail : 457.15, Head : 808.83, Avg : 632.99
Hit-1: Tail : 0.30772, Head : 0.187, Avg : 0.24736
Hit-3: Tail : 0.44276, Head : 0.22659, Avg : 0.33468
Hit-10: Tail : 0.58044, Head : 0.31231, Avg : 0.44637
2023-06-05 18:52:25,739 - yago11k_0.00003 - [INFO] - [Epoch 119]: Training Loss: 0.0011554, Valid MRR: 0.31988,
2023-06-05 18:52:26,385 - yago11k_0.00003 - [INFO] - [E:120| 0]: Train Loss:0.0011358, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:53:30,012 - yago11k_0.00003 - [INFO] - [E:120| 100]: Train Loss:0.001154, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:54:33,787 - yago11k_0.00003 - [INFO] - [E:120| 200]: Train Loss:0.0011539, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:55:37,424 - yago11k_0.00003 - [INFO] - [E:120| 300]: Train Loss:0.0011541, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:56:41,016 - yago11k_0.00003 - [INFO] - [E:120| 400]: Train Loss:0.0011539, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:57:44,687 - yago11k_0.00003 - [INFO] - [E:120| 500]: Train Loss:0.0011539, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:58:48,092 - yago11k_0.00003 - [INFO] - [E:120| 600]: Train Loss:0.0011547, Val MRR:0.31988, yago11k_0.00003
2023-06-05 18:58:48,092 - yago11k_0.00003 - [INFO] - [Epoch:120]: Training Loss:0.001155
2023-06-05 18:58:48,309 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 18:59:00,385 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 18:59:12,303 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 120 valid]:
MRR: Tail : 0.39877, Head : 0.22904, Avg : 0.3139
2023-06-05 18:59:12,303 - yago11k_0.00003 - [INFO] - [Epoch 120]: Training Loss: 0.0011547, Valid MRR: 0.31988,
2023-06-05 18:59:12,946 - yago11k_0.00003 - [INFO] - [E:121| 0]: Train Loss:0.001162, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:00:16,725 - yago11k_0.00003 - [INFO] - [E:121| 100]: Train Loss:0.0011518, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:01:20,338 - yago11k_0.00003 - [INFO] - [E:121| 200]: Train Loss:0.0011522, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:02:24,025 - yago11k_0.00003 - [INFO] - [E:121| 300]: Train Loss:0.0011539, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:03:27,661 - yago11k_0.00003 - [INFO] - [E:121| 400]: Train Loss:0.0011534, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:04:31,364 - yago11k_0.00003 - [INFO] - [E:121| 500]: Train Loss:0.0011533, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:05:34,756 - yago11k_0.00003 - [INFO] - [E:121| 600]: Train Loss:0.0011538, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:05:34,756 - yago11k_0.00003 - [INFO] - [Epoch:121]: Training Loss:0.001154
2023-06-05 19:05:34,973 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 19:05:47,056 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 19:05:58,989 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 121 valid]:
MRR: Tail : 0.4057, Head : 0.22913, Avg : 0.31742
2023-06-05 19:05:58,989 - yago11k_0.00003 - [INFO] - [Epoch 121]: Training Loss: 0.0011538, Valid MRR: 0.31988,
2023-06-05 19:05:59,631 - yago11k_0.00003 - [INFO] - [E:122| 0]: Train Loss:0.0011418, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:07:03,271 - yago11k_0.00003 - [INFO] - [E:122| 100]: Train Loss:0.0011523, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:08:06,829 - yago11k_0.00003 - [INFO] - [E:122| 200]: Train Loss:0.0011528, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:09:10,071 - yago11k_0.00003 - [INFO] - [E:122| 300]: Train Loss:0.0011529, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:10:13,062 - yago11k_0.00003 - [INFO] - [E:122| 400]: Train Loss:0.0011527, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:11:16,021 - yago11k_0.00003 - [INFO] - [E:122| 500]: Train Loss:0.001153, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:12:19,260 - yago11k_0.00003 - [INFO] - [E:122| 600]: Train Loss:0.0011534, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:12:19,261 - yago11k_0.00003 - [INFO] - [Epoch:122]: Training Loss:0.001153
2023-06-05 19:12:19,479 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 19:12:31,510 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 19:12:43,410 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 122 valid]:
MRR: Tail : 0.40666, Head : 0.23068, Avg : 0.31867
2023-06-05 19:12:43,411 - yago11k_0.00003 - [INFO] - [Epoch 122]: Training Loss: 0.0011534, Valid MRR: 0.31988,
2023-06-05 19:12:44,066 - yago11k_0.00003 - [INFO] - [E:123| 0]: Train Loss:0.0011382, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:13:47,726 - yago11k_0.00003 - [INFO] - [E:123| 100]: Train Loss:0.0011528, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:14:51,466 - yago11k_0.00003 - [INFO] - [E:123| 200]: Train Loss:0.0011515, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:15:55,263 - yago11k_0.00003 - [INFO] - [E:123| 300]: Train Loss:0.0011517, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:16:59,018 - yago11k_0.00003 - [INFO] - [E:123| 400]: Train Loss:0.0011522, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:18:02,705 - yago11k_0.00003 - [INFO] - [E:123| 500]: Train Loss:0.0011528, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:19:05,963 - yago11k_0.00003 - [INFO] - [E:123| 600]: Train Loss:0.0011527, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:19:05,963 - yago11k_0.00003 - [INFO] - [Epoch:123]: Training Loss:0.001153
2023-06-05 19:19:06,178 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 19:19:18,231 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 19:19:30,140 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 123 valid]:
MRR: Tail : 0.40536, Head : 0.23, Avg : 0.31768
2023-06-05 19:19:30,140 - yago11k_0.00003 - [INFO] - [Epoch 123]: Training Loss: 0.0011527, Valid MRR: 0.31988,
2023-06-05 19:19:30,789 - yago11k_0.00003 - [INFO] - [E:124| 0]: Train Loss:0.0011285, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:20:34,558 - yago11k_0.00003 - [INFO] - [E:124| 100]: Train Loss:0.0011489, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:21:38,291 - yago11k_0.00003 - [INFO] - [E:124| 200]: Train Loss:0.0011498, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:22:42,033 - yago11k_0.00003 - [INFO] - [E:124| 300]: Train Loss:0.001152, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:23:45,742 - yago11k_0.00003 - [INFO] - [E:124| 400]: Train Loss:0.0011525, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:24:49,475 - yago11k_0.00003 - [INFO] - [E:124| 500]: Train Loss:0.0011526, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:25:52,678 - yago11k_0.00003 - [INFO] - [E:124| 600]: Train Loss:0.0011522, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:25:52,679 - yago11k_0.00003 - [INFO] - [Epoch:124]: Training Loss:0.001152
2023-06-05 19:25:52,894 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 19:26:04,904 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 19:26:16,767 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 124 valid]:
MRR: Tail : 0.40608, Head : 0.22902, Avg : 0.31755
2023-06-05 19:26:16,767 - yago11k_0.00003 - [INFO] - [Epoch 124]: Training Loss: 0.0011522, Valid MRR: 0.31988,
2023-06-05 19:26:17,420 - yago11k_0.00003 - [INFO] - [E:125| 0]: Train Loss:0.0011363, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:27:20,926 - yago11k_0.00003 - [INFO] - [E:125| 100]: Train Loss:0.0011484, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:28:24,613 - yago11k_0.00003 - [INFO] - [E:125| 200]: Train Loss:0.0011501, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:29:28,399 - yago11k_0.00003 - [INFO] - [E:125| 300]: Train Loss:0.0011513, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:30:32,220 - yago11k_0.00003 - [INFO] - [E:125| 400]: Train Loss:0.0011512, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:31:36,014 - yago11k_0.00003 - [INFO] - [E:125| 500]: Train Loss:0.0011516, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:32:39,419 - yago11k_0.00003 - [INFO] - [E:125| 600]: Train Loss:0.0011515, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:32:39,420 - yago11k_0.00003 - [INFO] - [Epoch:125]: Training Loss:0.001152
2023-06-05 19:32:39,639 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 19:32:51,716 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 19:33:03,654 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 125 valid]:
MRR: Tail : 0.40421, Head : 0.22966, Avg : 0.31693
2023-06-05 19:33:03,655 - yago11k_0.00003 - [INFO] - [Epoch 125]: Training Loss: 0.0011515, Valid MRR: 0.31988,
2023-06-05 19:33:04,304 - yago11k_0.00003 - [INFO] - [E:126| 0]: Train Loss:0.0011928, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:34:08,120 - yago11k_0.00003 - [INFO] - [E:126| 100]: Train Loss:0.0011504, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:35:11,960 - yago11k_0.00003 - [INFO] - [E:126| 200]: Train Loss:0.0011494, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:36:15,840 - yago11k_0.00003 - [INFO] - [E:126| 300]: Train Loss:0.0011499, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:37:19,644 - yago11k_0.00003 - [INFO] - [E:126| 400]: Train Loss:0.0011496, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:38:23,524 - yago11k_0.00003 - [INFO] - [E:126| 500]: Train Loss:0.0011501, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:39:26,947 - yago11k_0.00003 - [INFO] - [E:126| 600]: Train Loss:0.0011509, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:39:26,948 - yago11k_0.00003 - [INFO] - [Epoch:126]: Training Loss:0.001151
2023-06-05 19:39:27,168 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 19:39:39,280 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 19:39:51,221 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 126 valid]:
MRR: Tail : 0.40114, Head : 0.2284, Avg : 0.31477
2023-06-05 19:39:51,221 - yago11k_0.00003 - [INFO] - [Epoch 126]: Training Loss: 0.0011509, Valid MRR: 0.31988,
2023-06-05 19:39:51,873 - yago11k_0.00003 - [INFO] - [E:127| 0]: Train Loss:0.0011358, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:40:55,893 - yago11k_0.00003 - [INFO] - [E:127| 100]: Train Loss:0.0011492, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:42:00,327 - yago11k_0.00003 - [INFO] - [E:127| 200]: Train Loss:0.0011516, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:43:04,283 - yago11k_0.00003 - [INFO] - [E:127| 300]: Train Loss:0.0011508, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:44:08,103 - yago11k_0.00003 - [INFO] - [E:127| 400]: Train Loss:0.0011503, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:45:11,960 - yago11k_0.00003 - [INFO] - [E:127| 500]: Train Loss:0.0011502, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:46:15,317 - yago11k_0.00003 - [INFO] - [E:127| 600]: Train Loss:0.0011507, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:46:15,318 - yago11k_0.00003 - [INFO] - [Epoch:127]: Training Loss:0.001151
2023-06-05 19:46:15,532 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 19:46:27,615 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 19:46:39,548 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 127 valid]:
MRR: Tail : 0.40166, Head : 0.22896, Avg : 0.31531
2023-06-05 19:46:39,548 - yago11k_0.00003 - [INFO] - [Epoch 127]: Training Loss: 0.0011507, Valid MRR: 0.31988,
2023-06-05 19:46:40,210 - yago11k_0.00003 - [INFO] - [E:128| 0]: Train Loss:0.0011555, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:47:44,046 - yago11k_0.00003 - [INFO] - [E:128| 100]: Train Loss:0.0011484, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:48:47,878 - yago11k_0.00003 - [INFO] - [E:128| 200]: Train Loss:0.0011476, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:49:51,699 - yago11k_0.00003 - [INFO] - [E:128| 300]: Train Loss:0.0011493, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:50:55,619 - yago11k_0.00003 - [INFO] - [E:128| 400]: Train Loss:0.0011497, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:51:59,431 - yago11k_0.00003 - [INFO] - [E:128| 500]: Train Loss:0.0011499, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:53:02,819 - yago11k_0.00003 - [INFO] - [E:128| 600]: Train Loss:0.0011498, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:53:02,819 - yago11k_0.00003 - [INFO] - [Epoch:128]: Training Loss:0.00115
2023-06-05 19:53:03,034 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 19:53:15,124 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 19:53:27,072 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 128 valid]:
MRR: Tail : 0.40233, Head : 0.23123, Avg : 0.31678
2023-06-05 19:53:27,072 - yago11k_0.00003 - [INFO] - [Epoch 128]: Training Loss: 0.0011498, Valid MRR: 0.31988,
2023-06-05 19:53:27,716 - yago11k_0.00003 - [INFO] - [E:129| 0]: Train Loss:0.0011618, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:54:31,605 - yago11k_0.00003 - [INFO] - [E:129| 100]: Train Loss:0.0011463, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:55:35,395 - yago11k_0.00003 - [INFO] - [E:129| 200]: Train Loss:0.0011486, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:56:39,605 - yago11k_0.00003 - [INFO] - [E:129| 300]: Train Loss:0.0011481, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:57:43,771 - yago11k_0.00003 - [INFO] - [E:129| 400]: Train Loss:0.0011482, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:58:47,506 - yago11k_0.00003 - [INFO] - [E:129| 500]: Train Loss:0.0011485, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:59:50,816 - yago11k_0.00003 - [INFO] - [E:129| 600]: Train Loss:0.0011495, Val MRR:0.31988, yago11k_0.00003
2023-06-05 19:59:50,816 - yago11k_0.00003 - [INFO] - [Epoch:129]: Training Loss:0.001149
2023-06-05 19:59:51,036 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 20:00:03,120 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 20:00:15,043 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 129 valid]:
MRR: Tail : 0.40237, Head : 0.22861, Avg : 0.31549
MR: Tail : 467.03, Head : 827.61, Avg : 647.32
Hit-1: Tail : 0.31342, Head : 0.18769, Avg : 0.25056
Hit-3: Tail : 0.43609, Head : 0.22395, Avg : 0.33002
Hit-10: Tail : 0.57613, Head : 0.3055, Avg : 0.44082
2023-06-05 20:00:15,043 - yago11k_0.00003 - [INFO] - [Epoch 129]: Training Loss: 0.0011495, Valid MRR: 0.31988,
2023-06-05 20:00:15,700 - yago11k_0.00003 - [INFO] - [E:130| 0]: Train Loss:0.0011691, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:01:19,541 - yago11k_0.00003 - [INFO] - [E:130| 100]: Train Loss:0.0011497, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:02:23,350 - yago11k_0.00003 - [INFO] - [E:130| 200]: Train Loss:0.0011483, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:03:27,176 - yago11k_0.00003 - [INFO] - [E:130| 300]: Train Loss:0.0011469, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:04:31,011 - yago11k_0.00003 - [INFO] - [E:130| 400]: Train Loss:0.0011472, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:05:34,909 - yago11k_0.00003 - [INFO] - [E:130| 500]: Train Loss:0.0011484, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:06:38,373 - yago11k_0.00003 - [INFO] - [E:130| 600]: Train Loss:0.0011487, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:06:38,373 - yago11k_0.00003 - [INFO] - [Epoch:130]: Training Loss:0.001149
2023-06-05 20:06:38,587 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 20:06:50,678 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 20:07:02,615 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 130 valid]:
MRR: Tail : 0.40835, Head : 0.23011, Avg : 0.31923
2023-06-05 20:07:02,615 - yago11k_0.00003 - [INFO] - [Epoch 130]: Training Loss: 0.0011487, Valid MRR: 0.31988,
2023-06-05 20:07:03,259 - yago11k_0.00003 - [INFO] - [E:131| 0]: Train Loss:0.0011291, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:08:07,194 - yago11k_0.00003 - [INFO] - [E:131| 100]: Train Loss:0.0011466, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:09:10,996 - yago11k_0.00003 - [INFO] - [E:131| 200]: Train Loss:0.0011458, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:10:14,851 - yago11k_0.00003 - [INFO] - [E:131| 300]: Train Loss:0.0011467, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:11:18,925 - yago11k_0.00003 - [INFO] - [E:131| 400]: Train Loss:0.0011475, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:12:23,293 - yago11k_0.00003 - [INFO] - [E:131| 500]: Train Loss:0.0011479, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:13:26,640 - yago11k_0.00003 - [INFO] - [E:131| 600]: Train Loss:0.0011485, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:13:26,641 - yago11k_0.00003 - [INFO] - [Epoch:131]: Training Loss:0.001149
2023-06-05 20:13:26,860 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 20:13:38,917 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 20:13:50,823 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 131 valid]:
MRR: Tail : 0.40689, Head : 0.22974, Avg : 0.31831
2023-06-05 20:13:50,824 - yago11k_0.00003 - [INFO] - [Epoch 131]: Training Loss: 0.0011485, Valid MRR: 0.31988,
2023-06-05 20:13:51,482 - yago11k_0.00003 - [INFO] - [E:132| 0]: Train Loss:0.0011722, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:14:55,254 - yago11k_0.00003 - [INFO] - [E:132| 100]: Train Loss:0.0011506, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:15:59,079 - yago11k_0.00003 - [INFO] - [E:132| 200]: Train Loss:0.0011502, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:17:02,910 - yago11k_0.00003 - [INFO] - [E:132| 300]: Train Loss:0.0011487, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:18:06,769 - yago11k_0.00003 - [INFO] - [E:132| 400]: Train Loss:0.0011477, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:19:10,599 - yago11k_0.00003 - [INFO] - [E:132| 500]: Train Loss:0.0011478, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:20:14,034 - yago11k_0.00003 - [INFO] - [E:132| 600]: Train Loss:0.001148, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:20:14,034 - yago11k_0.00003 - [INFO] - [Epoch:132]: Training Loss:0.001148
2023-06-05 20:20:14,251 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 20:20:26,341 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 20:20:38,289 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 132 valid]:
MRR: Tail : 0.40739, Head : 0.23089, Avg : 0.31914
2023-06-05 20:20:38,289 - yago11k_0.00003 - [INFO] - [Epoch 132]: Training Loss: 0.001148, Valid MRR: 0.31988,
2023-06-05 20:20:38,949 - yago11k_0.00003 - [INFO] - [E:133| 0]: Train Loss:0.0011631, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:21:42,869 - yago11k_0.00003 - [INFO] - [E:133| 100]: Train Loss:0.0011471, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:22:46,773 - yago11k_0.00003 - [INFO] - [E:133| 200]: Train Loss:0.0011473, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:23:50,776 - yago11k_0.00003 - [INFO] - [E:133| 300]: Train Loss:0.0011473, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:24:54,669 - yago11k_0.00003 - [INFO] - [E:133| 400]: Train Loss:0.0011476, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:25:58,530 - yago11k_0.00003 - [INFO] - [E:133| 500]: Train Loss:0.0011471, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:27:02,452 - yago11k_0.00003 - [INFO] - [E:133| 600]: Train Loss:0.0011473, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:27:02,452 - yago11k_0.00003 - [INFO] - [Epoch:133]: Training Loss:0.001147
2023-06-05 20:27:02,671 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 20:27:14,818 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 20:27:26,829 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 133 valid]:
MRR: Tail : 0.40766, Head : 0.23026, Avg : 0.31896
2023-06-05 20:27:26,829 - yago11k_0.00003 - [INFO] - [Epoch 133]: Training Loss: 0.0011473, Valid MRR: 0.31988,
2023-06-05 20:27:27,488 - yago11k_0.00003 - [INFO] - [E:134| 0]: Train Loss:0.0011248, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:28:31,301 - yago11k_0.00003 - [INFO] - [E:134| 100]: Train Loss:0.0011438, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:29:35,138 - yago11k_0.00003 - [INFO] - [E:134| 200]: Train Loss:0.0011437, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:30:38,903 - yago11k_0.00003 - [INFO] - [E:134| 300]: Train Loss:0.001145, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:31:42,710 - yago11k_0.00003 - [INFO] - [E:134| 400]: Train Loss:0.0011466, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:32:46,516 - yago11k_0.00003 - [INFO] - [E:134| 500]: Train Loss:0.001147, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:33:49,952 - yago11k_0.00003 - [INFO] - [E:134| 600]: Train Loss:0.0011467, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:33:49,953 - yago11k_0.00003 - [INFO] - [Epoch:134]: Training Loss:0.001147
2023-06-05 20:33:50,169 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 20:34:02,249 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 20:34:14,169 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 134 valid]:
MRR: Tail : 0.40209, Head : 0.22898, Avg : 0.31554
2023-06-05 20:34:14,170 - yago11k_0.00003 - [INFO] - [Epoch 134]: Training Loss: 0.0011467, Valid MRR: 0.31988,
2023-06-05 20:34:14,813 - yago11k_0.00003 - [INFO] - [E:135| 0]: Train Loss:0.0011402, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:35:18,635 - yago11k_0.00003 - [INFO] - [E:135| 100]: Train Loss:0.0011432, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:36:22,431 - yago11k_0.00003 - [INFO] - [E:135| 200]: Train Loss:0.0011444, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:37:26,344 - yago11k_0.00003 - [INFO] - [E:135| 300]: Train Loss:0.0011457, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:38:30,172 - yago11k_0.00003 - [INFO] - [E:135| 400]: Train Loss:0.0011457, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:39:34,011 - yago11k_0.00003 - [INFO] - [E:135| 500]: Train Loss:0.0011459, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:40:37,509 - yago11k_0.00003 - [INFO] - [E:135| 600]: Train Loss:0.0011461, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:40:37,509 - yago11k_0.00003 - [INFO] - [Epoch:135]: Training Loss:0.001146
2023-06-05 20:40:37,726 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 20:40:49,806 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 20:41:01,685 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 135 valid]:
MRR: Tail : 0.40808, Head : 0.23071, Avg : 0.31939
2023-06-05 20:41:01,685 - yago11k_0.00003 - [INFO] - [Epoch 135]: Training Loss: 0.0011461, Valid MRR: 0.31988,
2023-06-05 20:41:02,322 - yago11k_0.00003 - [INFO] - [E:136| 0]: Train Loss:0.0011266, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:42:05,713 - yago11k_0.00003 - [INFO] - [E:136| 100]: Train Loss:0.0011452, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:43:09,000 - yago11k_0.00003 - [INFO] - [E:136| 200]: Train Loss:0.0011448, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:44:12,530 - yago11k_0.00003 - [INFO] - [E:136| 300]: Train Loss:0.0011453, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:45:16,303 - yago11k_0.00003 - [INFO] - [E:136| 400]: Train Loss:0.0011453, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:46:19,993 - yago11k_0.00003 - [INFO] - [E:136| 500]: Train Loss:0.0011458, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:47:23,322 - yago11k_0.00003 - [INFO] - [E:136| 600]: Train Loss:0.0011461, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:47:23,323 - yago11k_0.00003 - [INFO] - [Epoch:136]: Training Loss:0.001146
2023-06-05 20:47:23,543 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 20:47:35,632 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 20:47:47,544 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 136 valid]:
MRR: Tail : 0.40081, Head : 0.22836, Avg : 0.31459
2023-06-05 20:47:47,545 - yago11k_0.00003 - [INFO] - [Epoch 136]: Training Loss: 0.0011461, Valid MRR: 0.31988,
2023-06-05 20:47:48,199 - yago11k_0.00003 - [INFO] - [E:137| 0]: Train Loss:0.0011532, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:48:51,960 - yago11k_0.00003 - [INFO] - [E:137| 100]: Train Loss:0.0011443, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:49:55,821 - yago11k_0.00003 - [INFO] - [E:137| 200]: Train Loss:0.0011446, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:50:59,692 - yago11k_0.00003 - [INFO] - [E:137| 300]: Train Loss:0.0011449, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:52:03,657 - yago11k_0.00003 - [INFO] - [E:137| 400]: Train Loss:0.0011449, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:53:07,538 - yago11k_0.00003 - [INFO] - [E:137| 500]: Train Loss:0.001145, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:54:10,927 - yago11k_0.00003 - [INFO] - [E:137| 600]: Train Loss:0.0011453, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:54:10,928 - yago11k_0.00003 - [INFO] - [Epoch:137]: Training Loss:0.001145
2023-06-05 20:54:11,144 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 20:54:23,240 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 20:54:35,170 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 137 valid]:
MRR: Tail : 0.40088, Head : 0.22742, Avg : 0.31415
2023-06-05 20:54:35,171 - yago11k_0.00003 - [INFO] - [Epoch 137]: Training Loss: 0.0011453, Valid MRR: 0.31988,
2023-06-05 20:54:35,814 - yago11k_0.00003 - [INFO] - [E:138| 0]: Train Loss:0.0011563, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:55:39,657 - yago11k_0.00003 - [INFO] - [E:138| 100]: Train Loss:0.0011434, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:56:43,520 - yago11k_0.00003 - [INFO] - [E:138| 200]: Train Loss:0.0011446, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:57:47,804 - yago11k_0.00003 - [INFO] - [E:138| 300]: Train Loss:0.001145, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:58:52,045 - yago11k_0.00003 - [INFO] - [E:138| 400]: Train Loss:0.0011447, Val MRR:0.31988, yago11k_0.00003
2023-06-05 20:59:55,768 - yago11k_0.00003 - [INFO] - [E:138| 500]: Train Loss:0.0011451, Val MRR:0.31988, yago11k_0.00003
2023-06-05 21:00:59,058 - yago11k_0.00003 - [INFO] - [E:138| 600]: Train Loss:0.0011455, Val MRR:0.31988, yago11k_0.00003
2023-06-05 21:00:59,058 - yago11k_0.00003 - [INFO] - [Epoch:138]: Training Loss:0.001145
2023-06-05 21:00:59,275 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 21:01:11,327 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 21:01:23,227 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 138 valid]:
MRR: Tail : 0.40652, Head : 0.23084, Avg : 0.31868
2023-06-05 21:01:23,228 - yago11k_0.00003 - [INFO] - [Epoch 138]: Training Loss: 0.0011455, Valid MRR: 0.31988,
2023-06-05 21:01:23,864 - yago11k_0.00003 - [INFO] - [E:139| 0]: Train Loss:0.0011623, Val MRR:0.31988, yago11k_0.00003
2023-06-05 21:02:27,553 - yago11k_0.00003 - [INFO] - [E:139| 100]: Train Loss:0.0011456, Val MRR:0.31988, yago11k_0.00003
2023-06-05 21:03:31,279 - yago11k_0.00003 - [INFO] - [E:139| 200]: Train Loss:0.0011446, Val MRR:0.31988, yago11k_0.00003
2023-06-05 21:04:35,037 - yago11k_0.00003 - [INFO] - [E:139| 300]: Train Loss:0.0011436, Val MRR:0.31988, yago11k_0.00003
2023-06-05 21:05:38,823 - yago11k_0.00003 - [INFO] - [E:139| 400]: Train Loss:0.0011443, Val MRR:0.31988, yago11k_0.00003
2023-06-05 21:06:42,606 - yago11k_0.00003 - [INFO] - [E:139| 500]: Train Loss:0.0011446, Val MRR:0.31988, yago11k_0.00003
2023-06-05 21:07:45,888 - yago11k_0.00003 - [INFO] - [E:139| 600]: Train Loss:0.0011451, Val MRR:0.31988, yago11k_0.00003
2023-06-05 21:07:45,888 - yago11k_0.00003 - [INFO] - [Epoch:139]: Training Loss:0.001145
2023-06-05 21:07:46,107 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 21:07:58,193 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 21:08:10,133 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 139 valid]:
MRR: Tail : 0.4044, Head : 0.2292, Avg : 0.3168
MR: Tail : 501.19, Head : 829.82, Avg : 665.5
Hit-1: Tail : 0.31689, Head : 0.18811, Avg : 0.2525
Hit-3: Tail : 0.44485, Head : 0.22756, Avg : 0.3362
Hit-10: Tail : 0.57238, Head : 0.30592, Avg : 0.43915
2023-06-05 21:08:10,133 - yago11k_0.00003 - [INFO] - [Epoch 139]: Training Loss: 0.0011451, Valid MRR: 0.31988,
2023-06-05 21:08:10,776 - yago11k_0.00003 - [INFO] - [E:140| 0]: Train Loss:0.0011422, Val MRR:0.31988, yago11k_0.00003
2023-06-05 21:09:14,430 - yago11k_0.00003 - [INFO] - [E:140| 100]: Train Loss:0.0011429, Val MRR:0.31988, yago11k_0.00003
2023-06-05 21:10:18,230 - yago11k_0.00003 - [INFO] - [E:140| 200]: Train Loss:0.0011442, Val MRR:0.31988, yago11k_0.00003
2023-06-05 21:11:22,026 - yago11k_0.00003 - [INFO] - [E:140| 300]: Train Loss:0.001145, Val MRR:0.31988, yago11k_0.00003
2023-06-05 21:12:25,685 - yago11k_0.00003 - [INFO] - [E:140| 400]: Train Loss:0.0011444, Val MRR:0.31988, yago11k_0.00003
2023-06-05 21:13:29,258 - yago11k_0.00003 - [INFO] - [E:140| 500]: Train Loss:0.0011446, Val MRR:0.31988, yago11k_0.00003
2023-06-05 21:14:32,314 - yago11k_0.00003 - [INFO] - [E:140| 600]: Train Loss:0.0011444, Val MRR:0.31988, yago11k_0.00003
2023-06-05 21:14:32,314 - yago11k_0.00003 - [INFO] - [Epoch:140]: Training Loss:0.001144
2023-06-05 21:14:32,530 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 21:14:44,566 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 21:14:56,462 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 140 valid]:
MRR: Tail : 0.41155, Head : 0.22965, Avg : 0.3206
2023-06-05 21:14:57,603 - yago11k_0.00003 - [INFO] - [Epoch 140]: Training Loss: 0.0011444, Valid MRR: 0.3206,
2023-06-05 21:14:58,246 - yago11k_0.00003 - [INFO] - [E:141| 0]: Train Loss:0.0011331, Val MRR:0.3206, yago11k_0.00003
2023-06-05 21:16:01,943 - yago11k_0.00003 - [INFO] - [E:141| 100]: Train Loss:0.0011405, Val MRR:0.3206, yago11k_0.00003
2023-06-05 21:17:05,534 - yago11k_0.00003 - [INFO] - [E:141| 200]: Train Loss:0.0011429, Val MRR:0.3206, yago11k_0.00003
2023-06-05 21:18:09,330 - yago11k_0.00003 - [INFO] - [E:141| 300]: Train Loss:0.0011425, Val MRR:0.3206, yago11k_0.00003
2023-06-05 21:19:13,185 - yago11k_0.00003 - [INFO] - [E:141| 400]: Train Loss:0.0011432, Val MRR:0.3206, yago11k_0.00003
2023-06-05 21:20:16,950 - yago11k_0.00003 - [INFO] - [E:141| 500]: Train Loss:0.0011442, Val MRR:0.3206, yago11k_0.00003
2023-06-05 21:21:20,301 - yago11k_0.00003 - [INFO] - [E:141| 600]: Train Loss:0.0011443, Val MRR:0.3206, yago11k_0.00003
2023-06-05 21:21:20,302 - yago11k_0.00003 - [INFO] - [Epoch:141]: Training Loss:0.001144
2023-06-05 21:21:20,518 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 21:21:32,606 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 21:21:44,505 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 141 valid]:
MRR: Tail : 0.41016, Head : 0.23269, Avg : 0.32142
2023-06-05 21:21:45,653 - yago11k_0.00003 - [INFO] - [Epoch 141]: Training Loss: 0.0011443, Valid MRR: 0.32142,
2023-06-05 21:21:46,314 - yago11k_0.00003 - [INFO] - [E:142| 0]: Train Loss:0.0011123, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:22:49,990 - yago11k_0.00003 - [INFO] - [E:142| 100]: Train Loss:0.0011414, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:23:53,830 - yago11k_0.00003 - [INFO] - [E:142| 200]: Train Loss:0.0011422, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:24:57,618 - yago11k_0.00003 - [INFO] - [E:142| 300]: Train Loss:0.0011421, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:26:01,480 - yago11k_0.00003 - [INFO] - [E:142| 400]: Train Loss:0.0011427, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:27:05,263 - yago11k_0.00003 - [INFO] - [E:142| 500]: Train Loss:0.0011432, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:28:08,408 - yago11k_0.00003 - [INFO] - [E:142| 600]: Train Loss:0.0011436, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:28:08,408 - yago11k_0.00003 - [INFO] - [Epoch:142]: Training Loss:0.001144
2023-06-05 21:28:08,624 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 21:28:20,629 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 21:28:32,495 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 142 valid]:
MRR: Tail : 0.40736, Head : 0.22982, Avg : 0.31859
2023-06-05 21:28:32,495 - yago11k_0.00003 - [INFO] - [Epoch 142]: Training Loss: 0.0011436, Valid MRR: 0.32142,
2023-06-05 21:28:33,142 - yago11k_0.00003 - [INFO] - [E:143| 0]: Train Loss:0.0011437, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:29:36,591 - yago11k_0.00003 - [INFO] - [E:143| 100]: Train Loss:0.0011434, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:30:40,154 - yago11k_0.00003 - [INFO] - [E:143| 200]: Train Loss:0.0011421, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:31:43,802 - yago11k_0.00003 - [INFO] - [E:143| 300]: Train Loss:0.0011429, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:32:47,498 - yago11k_0.00003 - [INFO] - [E:143| 400]: Train Loss:0.0011427, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:33:51,188 - yago11k_0.00003 - [INFO] - [E:143| 500]: Train Loss:0.0011428, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:34:54,500 - yago11k_0.00003 - [INFO] - [E:143| 600]: Train Loss:0.001143, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:34:54,501 - yago11k_0.00003 - [INFO] - [Epoch:143]: Training Loss:0.001143
2023-06-05 21:34:54,718 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 21:35:06,769 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 21:35:18,646 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 143 valid]:
MRR: Tail : 0.4074, Head : 0.22791, Avg : 0.31766
2023-06-05 21:35:18,647 - yago11k_0.00003 - [INFO] - [Epoch 143]: Training Loss: 0.001143, Valid MRR: 0.32142,
2023-06-05 21:35:19,288 - yago11k_0.00003 - [INFO] - [E:144| 0]: Train Loss:0.0011523, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:36:23,014 - yago11k_0.00003 - [INFO] - [E:144| 100]: Train Loss:0.0011424, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:37:26,726 - yago11k_0.00003 - [INFO] - [E:144| 200]: Train Loss:0.0011419, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:38:30,453 - yago11k_0.00003 - [INFO] - [E:144| 300]: Train Loss:0.0011424, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:39:34,090 - yago11k_0.00003 - [INFO] - [E:144| 400]: Train Loss:0.0011426, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:40:37,754 - yago11k_0.00003 - [INFO] - [E:144| 500]: Train Loss:0.0011423, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:41:41,030 - yago11k_0.00003 - [INFO] - [E:144| 600]: Train Loss:0.0011429, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:41:41,031 - yago11k_0.00003 - [INFO] - [Epoch:144]: Training Loss:0.001143
2023-06-05 21:41:41,249 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 21:41:53,313 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 21:42:05,228 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 144 valid]:
MRR: Tail : 0.4032, Head : 0.22956, Avg : 0.31638
2023-06-05 21:42:05,228 - yago11k_0.00003 - [INFO] - [Epoch 144]: Training Loss: 0.0011429, Valid MRR: 0.32142,
2023-06-05 21:42:05,876 - yago11k_0.00003 - [INFO] - [E:145| 0]: Train Loss:0.0011284, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:43:09,652 - yago11k_0.00003 - [INFO] - [E:145| 100]: Train Loss:0.001145, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:44:13,126 - yago11k_0.00003 - [INFO] - [E:145| 200]: Train Loss:0.0011429, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:45:16,507 - yago11k_0.00003 - [INFO] - [E:145| 300]: Train Loss:0.0011428, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:46:20,149 - yago11k_0.00003 - [INFO] - [E:145| 400]: Train Loss:0.001142, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:47:23,907 - yago11k_0.00003 - [INFO] - [E:145| 500]: Train Loss:0.0011422, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:48:27,328 - yago11k_0.00003 - [INFO] - [E:145| 600]: Train Loss:0.0011423, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:48:27,328 - yago11k_0.00003 - [INFO] - [Epoch:145]: Training Loss:0.001142
2023-06-05 21:48:27,548 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 21:48:39,611 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 21:48:51,528 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 145 valid]:
MRR: Tail : 0.40688, Head : 0.22854, Avg : 0.31771
2023-06-05 21:48:51,528 - yago11k_0.00003 - [INFO] - [Epoch 145]: Training Loss: 0.0011423, Valid MRR: 0.32142,
2023-06-05 21:48:52,176 - yago11k_0.00003 - [INFO] - [E:146| 0]: Train Loss:0.0011123, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:49:55,982 - yago11k_0.00003 - [INFO] - [E:146| 100]: Train Loss:0.0011383, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:50:59,865 - yago11k_0.00003 - [INFO] - [E:146| 200]: Train Loss:0.0011391, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:52:03,697 - yago11k_0.00003 - [INFO] - [E:146| 300]: Train Loss:0.0011402, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:53:07,609 - yago11k_0.00003 - [INFO] - [E:146| 400]: Train Loss:0.0011407, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:54:11,443 - yago11k_0.00003 - [INFO] - [E:146| 500]: Train Loss:0.0011409, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:55:14,819 - yago11k_0.00003 - [INFO] - [E:146| 600]: Train Loss:0.0011417, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:55:14,819 - yago11k_0.00003 - [INFO] - [Epoch:146]: Training Loss:0.001142
2023-06-05 21:55:15,038 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 21:55:27,109 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 21:55:39,052 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 146 valid]:
MRR: Tail : 0.39824, Head : 0.22901, Avg : 0.31362
2023-06-05 21:55:39,052 - yago11k_0.00003 - [INFO] - [Epoch 146]: Training Loss: 0.0011417, Valid MRR: 0.32142,
2023-06-05 21:55:39,723 - yago11k_0.00003 - [INFO] - [E:147| 0]: Train Loss:0.0011565, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:56:43,650 - yago11k_0.00003 - [INFO] - [E:147| 100]: Train Loss:0.0011405, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:57:47,486 - yago11k_0.00003 - [INFO] - [E:147| 200]: Train Loss:0.0011399, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:58:51,400 - yago11k_0.00003 - [INFO] - [E:147| 300]: Train Loss:0.0011395, Val MRR:0.32142, yago11k_0.00003
2023-06-05 21:59:55,735 - yago11k_0.00003 - [INFO] - [E:147| 400]: Train Loss:0.0011406, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:00:59,835 - yago11k_0.00003 - [INFO] - [E:147| 500]: Train Loss:0.0011408, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:02:03,178 - yago11k_0.00003 - [INFO] - [E:147| 600]: Train Loss:0.001141, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:02:03,178 - yago11k_0.00003 - [INFO] - [Epoch:147]: Training Loss:0.001141
2023-06-05 22:02:03,394 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 22:02:15,470 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 22:02:27,378 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 147 valid]:
MRR: Tail : 0.4027, Head : 0.2293, Avg : 0.316
2023-06-05 22:02:27,378 - yago11k_0.00003 - [INFO] - [Epoch 147]: Training Loss: 0.001141, Valid MRR: 0.32142,
2023-06-05 22:02:28,020 - yago11k_0.00003 - [INFO] - [E:148| 0]: Train Loss:0.0011401, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:03:31,820 - yago11k_0.00003 - [INFO] - [E:148| 100]: Train Loss:0.0011406, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:04:35,613 - yago11k_0.00003 - [INFO] - [E:148| 200]: Train Loss:0.0011402, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:05:39,475 - yago11k_0.00003 - [INFO] - [E:148| 300]: Train Loss:0.0011408, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:06:43,357 - yago11k_0.00003 - [INFO] - [E:148| 400]: Train Loss:0.0011412, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:07:47,272 - yago11k_0.00003 - [INFO] - [E:148| 500]: Train Loss:0.0011411, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:08:50,730 - yago11k_0.00003 - [INFO] - [E:148| 600]: Train Loss:0.0011409, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:08:50,730 - yago11k_0.00003 - [INFO] - [Epoch:148]: Training Loss:0.001141
2023-06-05 22:08:50,945 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 22:09:03,015 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 22:09:14,963 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 148 valid]:
MRR: Tail : 0.40121, Head : 0.22908, Avg : 0.31514
2023-06-05 22:09:14,963 - yago11k_0.00003 - [INFO] - [Epoch 148]: Training Loss: 0.0011409, Valid MRR: 0.32142,
2023-06-05 22:09:15,611 - yago11k_0.00003 - [INFO] - [E:149| 0]: Train Loss:0.0011282, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:10:19,491 - yago11k_0.00003 - [INFO] - [E:149| 100]: Train Loss:0.0011406, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:11:23,346 - yago11k_0.00003 - [INFO] - [E:149| 200]: Train Loss:0.0011381, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:12:27,207 - yago11k_0.00003 - [INFO] - [E:149| 300]: Train Loss:0.0011393, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:13:31,162 - yago11k_0.00003 - [INFO] - [E:149| 400]: Train Loss:0.0011392, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:14:35,258 - yago11k_0.00003 - [INFO] - [E:149| 500]: Train Loss:0.0011398, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:15:39,158 - yago11k_0.00003 - [INFO] - [E:149| 600]: Train Loss:0.0011401, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:15:39,158 - yago11k_0.00003 - [INFO] - [Epoch:149]: Training Loss:0.00114
2023-06-05 22:15:39,373 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 22:15:51,457 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 22:16:03,403 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 149 valid]:
MRR: Tail : 0.4057, Head : 0.22952, Avg : 0.31761
MR: Tail : 511.98, Head : 848.53, Avg : 680.26
Hit-1: Tail : 0.31995, Head : 0.18797, Avg : 0.25396
Hit-3: Tail : 0.43943, Head : 0.2284, Avg : 0.33391
Hit-10: Tail : 0.57572, Head : 0.30439, Avg : 0.44005
2023-06-05 22:16:03,403 - yago11k_0.00003 - [INFO] - [Epoch 149]: Training Loss: 0.0011401, Valid MRR: 0.32142,
2023-06-05 22:16:04,050 - yago11k_0.00003 - [INFO] - [E:150| 0]: Train Loss:0.0011316, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:17:07,798 - yago11k_0.00003 - [INFO] - [E:150| 100]: Train Loss:0.0011366, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:18:11,641 - yago11k_0.00003 - [INFO] - [E:150| 200]: Train Loss:0.0011388, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:19:15,462 - yago11k_0.00003 - [INFO] - [E:150| 300]: Train Loss:0.0011392, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:20:19,198 - yago11k_0.00003 - [INFO] - [E:150| 400]: Train Loss:0.0011397, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:21:22,808 - yago11k_0.00003 - [INFO] - [E:150| 500]: Train Loss:0.0011403, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:22:26,136 - yago11k_0.00003 - [INFO] - [E:150| 600]: Train Loss:0.0011403, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:22:26,136 - yago11k_0.00003 - [INFO] - [Epoch:150]: Training Loss:0.00114
2023-06-05 22:22:26,352 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 22:22:38,452 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 22:22:50,388 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 150 valid]:
MRR: Tail : 0.40627, Head : 0.22844, Avg : 0.31735
2023-06-05 22:22:50,389 - yago11k_0.00003 - [INFO] - [Epoch 150]: Training Loss: 0.0011403, Valid MRR: 0.32142,
2023-06-05 22:22:51,034 - yago11k_0.00003 - [INFO] - [E:151| 0]: Train Loss:0.0011105, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:23:54,883 - yago11k_0.00003 - [INFO] - [E:151| 100]: Train Loss:0.0011383, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:24:58,711 - yago11k_0.00003 - [INFO] - [E:151| 200]: Train Loss:0.0011389, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:26:02,553 - yago11k_0.00003 - [INFO] - [E:151| 300]: Train Loss:0.0011392, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:27:06,365 - yago11k_0.00003 - [INFO] - [E:151| 400]: Train Loss:0.00114, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:28:10,179 - yago11k_0.00003 - [INFO] - [E:151| 500]: Train Loss:0.0011402, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:29:13,549 - yago11k_0.00003 - [INFO] - [E:151| 600]: Train Loss:0.00114, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:29:13,550 - yago11k_0.00003 - [INFO] - [Epoch:151]: Training Loss:0.00114
2023-06-05 22:29:13,765 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 22:29:25,813 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 22:29:37,678 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 151 valid]:
MRR: Tail : 0.40415, Head : 0.23059, Avg : 0.31737
2023-06-05 22:29:37,679 - yago11k_0.00003 - [INFO] - [Epoch 151]: Training Loss: 0.00114, Valid MRR: 0.32142,
2023-06-05 22:29:38,321 - yago11k_0.00003 - [INFO] - [E:152| 0]: Train Loss:0.0011293, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:30:41,877 - yago11k_0.00003 - [INFO] - [E:152| 100]: Train Loss:0.0011377, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:31:45,476 - yago11k_0.00003 - [INFO] - [E:152| 200]: Train Loss:0.0011398, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:32:49,216 - yago11k_0.00003 - [INFO] - [E:152| 300]: Train Loss:0.0011406, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:33:52,880 - yago11k_0.00003 - [INFO] - [E:152| 400]: Train Loss:0.0011404, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:34:56,588 - yago11k_0.00003 - [INFO] - [E:152| 500]: Train Loss:0.0011405, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:35:59,965 - yago11k_0.00003 - [INFO] - [E:152| 600]: Train Loss:0.0011398, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:35:59,966 - yago11k_0.00003 - [INFO] - [Epoch:152]: Training Loss:0.00114
2023-06-05 22:36:00,181 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 22:36:12,248 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 22:36:24,160 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 152 valid]:
MRR: Tail : 0.40624, Head : 0.22957, Avg : 0.3179
2023-06-05 22:36:24,160 - yago11k_0.00003 - [INFO] - [Epoch 152]: Training Loss: 0.0011398, Valid MRR: 0.32142,
2023-06-05 22:36:24,806 - yago11k_0.00003 - [INFO] - [E:153| 0]: Train Loss:0.0011162, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:37:28,468 - yago11k_0.00003 - [INFO] - [E:153| 100]: Train Loss:0.0011358, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:38:32,187 - yago11k_0.00003 - [INFO] - [E:153| 200]: Train Loss:0.0011393, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:39:35,922 - yago11k_0.00003 - [INFO] - [E:153| 300]: Train Loss:0.0011387, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:40:39,705 - yago11k_0.00003 - [INFO] - [E:153| 400]: Train Loss:0.0011381, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:41:43,430 - yago11k_0.00003 - [INFO] - [E:153| 500]: Train Loss:0.0011385, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:42:46,720 - yago11k_0.00003 - [INFO] - [E:153| 600]: Train Loss:0.001139, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:42:46,720 - yago11k_0.00003 - [INFO] - [Epoch:153]: Training Loss:0.001139
2023-06-05 22:42:46,939 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 22:42:58,990 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 22:43:10,888 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 153 valid]:
MRR: Tail : 0.4074, Head : 0.23085, Avg : 0.31913
2023-06-05 22:43:10,889 - yago11k_0.00003 - [INFO] - [Epoch 153]: Training Loss: 0.001139, Valid MRR: 0.32142,
2023-06-05 22:43:11,530 - yago11k_0.00003 - [INFO] - [E:154| 0]: Train Loss:0.0011212, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:44:15,228 - yago11k_0.00003 - [INFO] - [E:154| 100]: Train Loss:0.0011358, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:45:18,781 - yago11k_0.00003 - [INFO] - [E:154| 200]: Train Loss:0.0011371, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:46:22,312 - yago11k_0.00003 - [INFO] - [E:154| 300]: Train Loss:0.0011378, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:47:25,892 - yago11k_0.00003 - [INFO] - [E:154| 400]: Train Loss:0.0011381, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:48:29,701 - yago11k_0.00003 - [INFO] - [E:154| 500]: Train Loss:0.0011378, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:49:33,100 - yago11k_0.00003 - [INFO] - [E:154| 600]: Train Loss:0.0011386, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:49:33,100 - yago11k_0.00003 - [INFO] - [Epoch:154]: Training Loss:0.001139
2023-06-05 22:49:33,320 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 22:49:45,372 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 22:49:57,306 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 154 valid]:
MRR: Tail : 0.3981, Head : 0.23098, Avg : 0.31454
2023-06-05 22:49:57,306 - yago11k_0.00003 - [INFO] - [Epoch 154]: Training Loss: 0.0011386, Valid MRR: 0.32142,
2023-06-05 22:49:57,959 - yago11k_0.00003 - [INFO] - [E:155| 0]: Train Loss:0.0011521, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:51:01,769 - yago11k_0.00003 - [INFO] - [E:155| 100]: Train Loss:0.0011369, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:52:05,581 - yago11k_0.00003 - [INFO] - [E:155| 200]: Train Loss:0.0011375, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:53:09,457 - yago11k_0.00003 - [INFO] - [E:155| 300]: Train Loss:0.0011374, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:54:13,390 - yago11k_0.00003 - [INFO] - [E:155| 400]: Train Loss:0.0011382, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:55:17,228 - yago11k_0.00003 - [INFO] - [E:155| 500]: Train Loss:0.0011381, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:56:20,634 - yago11k_0.00003 - [INFO] - [E:155| 600]: Train Loss:0.0011385, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:56:20,634 - yago11k_0.00003 - [INFO] - [Epoch:155]: Training Loss:0.001138
2023-06-05 22:56:20,852 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 22:56:32,937 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 22:56:44,889 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 155 valid]:
MRR: Tail : 0.40323, Head : 0.2319, Avg : 0.31756
2023-06-05 22:56:44,889 - yago11k_0.00003 - [INFO] - [Epoch 155]: Training Loss: 0.0011385, Valid MRR: 0.32142,
2023-06-05 22:56:45,539 - yago11k_0.00003 - [INFO] - [E:156| 0]: Train Loss:0.001132, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:57:49,407 - yago11k_0.00003 - [INFO] - [E:156| 100]: Train Loss:0.0011385, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:58:53,299 - yago11k_0.00003 - [INFO] - [E:156| 200]: Train Loss:0.0011377, Val MRR:0.32142, yago11k_0.00003
2023-06-05 22:59:57,244 - yago11k_0.00003 - [INFO] - [E:156| 300]: Train Loss:0.0011378, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:01:01,443 - yago11k_0.00003 - [INFO] - [E:156| 400]: Train Loss:0.0011375, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:02:05,764 - yago11k_0.00003 - [INFO] - [E:156| 500]: Train Loss:0.0011378, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:03:09,193 - yago11k_0.00003 - [INFO] - [E:156| 600]: Train Loss:0.001138, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:03:09,194 - yago11k_0.00003 - [INFO] - [Epoch:156]: Training Loss:0.001138
2023-06-05 23:03:09,408 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 23:03:21,471 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 23:03:33,392 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 156 valid]:
MRR: Tail : 0.40493, Head : 0.2296, Avg : 0.31726
2023-06-05 23:03:33,392 - yago11k_0.00003 - [INFO] - [Epoch 156]: Training Loss: 0.001138, Valid MRR: 0.32142,
2023-06-05 23:03:34,041 - yago11k_0.00003 - [INFO] - [E:157| 0]: Train Loss:0.0011238, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:04:37,876 - yago11k_0.00003 - [INFO] - [E:157| 100]: Train Loss:0.0011379, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:05:41,751 - yago11k_0.00003 - [INFO] - [E:157| 200]: Train Loss:0.0011374, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:06:45,617 - yago11k_0.00003 - [INFO] - [E:157| 300]: Train Loss:0.0011373, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:07:49,461 - yago11k_0.00003 - [INFO] - [E:157| 400]: Train Loss:0.0011377, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:08:53,319 - yago11k_0.00003 - [INFO] - [E:157| 500]: Train Loss:0.001138, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:09:56,821 - yago11k_0.00003 - [INFO] - [E:157| 600]: Train Loss:0.0011378, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:09:56,821 - yago11k_0.00003 - [INFO] - [Epoch:157]: Training Loss:0.001138
2023-06-05 23:09:57,037 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 23:10:09,120 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 23:10:21,083 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 157 valid]:
MRR: Tail : 0.40438, Head : 0.22944, Avg : 0.31691
2023-06-05 23:10:21,083 - yago11k_0.00003 - [INFO] - [Epoch 157]: Training Loss: 0.0011378, Valid MRR: 0.32142,
2023-06-05 23:10:21,732 - yago11k_0.00003 - [INFO] - [E:158| 0]: Train Loss:0.0011217, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:11:25,565 - yago11k_0.00003 - [INFO] - [E:158| 100]: Train Loss:0.0011349, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:12:29,421 - yago11k_0.00003 - [INFO] - [E:158| 200]: Train Loss:0.0011363, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:13:33,337 - yago11k_0.00003 - [INFO] - [E:158| 300]: Train Loss:0.0011366, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:14:37,183 - yago11k_0.00003 - [INFO] - [E:158| 400]: Train Loss:0.0011376, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:15:41,226 - yago11k_0.00003 - [INFO] - [E:158| 500]: Train Loss:0.0011368, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:16:45,188 - yago11k_0.00003 - [INFO] - [E:158| 600]: Train Loss:0.0011374, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:16:45,188 - yago11k_0.00003 - [INFO] - [Epoch:158]: Training Loss:0.001137
2023-06-05 23:16:45,407 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 23:16:57,550 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 23:17:09,461 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 158 valid]:
MRR: Tail : 0.40547, Head : 0.22954, Avg : 0.3175
2023-06-05 23:17:09,461 - yago11k_0.00003 - [INFO] - [Epoch 158]: Training Loss: 0.0011374, Valid MRR: 0.32142,
2023-06-05 23:17:10,114 - yago11k_0.00003 - [INFO] - [E:159| 0]: Train Loss:0.0011206, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:18:13,891 - yago11k_0.00003 - [INFO] - [E:159| 100]: Train Loss:0.0011364, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:19:17,691 - yago11k_0.00003 - [INFO] - [E:159| 200]: Train Loss:0.0011362, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:20:21,524 - yago11k_0.00003 - [INFO] - [E:159| 300]: Train Loss:0.0011374, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:21:25,418 - yago11k_0.00003 - [INFO] - [E:159| 400]: Train Loss:0.001138, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:22:29,247 - yago11k_0.00003 - [INFO] - [E:159| 500]: Train Loss:0.0011373, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:23:32,705 - yago11k_0.00003 - [INFO] - [E:159| 600]: Train Loss:0.0011375, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:23:32,706 - yago11k_0.00003 - [INFO] - [Epoch:159]: Training Loss:0.001137
2023-06-05 23:23:32,921 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 23:23:45,007 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 23:23:56,949 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 159 valid]:
MRR: Tail : 0.40777, Head : 0.23068, Avg : 0.31923
MR: Tail : 540.94, Head : 862.48, Avg : 701.71
Hit-1: Tail : 0.3244, Head : 0.18908, Avg : 0.25674
Hit-3: Tail : 0.43998, Head : 0.22687, Avg : 0.33343
Hit-10: Tail : 0.5721, Head : 0.3112, Avg : 0.44165
2023-06-05 23:23:56,949 - yago11k_0.00003 - [INFO] - [Epoch 159]: Training Loss: 0.0011375, Valid MRR: 0.32142,
2023-06-05 23:23:57,588 - yago11k_0.00003 - [INFO] - [E:160| 0]: Train Loss:0.0011515, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:25:01,430 - yago11k_0.00003 - [INFO] - [E:160| 100]: Train Loss:0.0011366, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:26:05,272 - yago11k_0.00003 - [INFO] - [E:160| 200]: Train Loss:0.0011363, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:27:09,160 - yago11k_0.00003 - [INFO] - [E:160| 300]: Train Loss:0.0011355, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:28:13,060 - yago11k_0.00003 - [INFO] - [E:160| 400]: Train Loss:0.001136, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:29:16,961 - yago11k_0.00003 - [INFO] - [E:160| 500]: Train Loss:0.0011364, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:30:20,422 - yago11k_0.00003 - [INFO] - [E:160| 600]: Train Loss:0.001137, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:30:20,423 - yago11k_0.00003 - [INFO] - [Epoch:160]: Training Loss:0.001137
2023-06-05 23:30:20,639 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 23:30:32,791 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 23:30:44,843 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 160 valid]:
MRR: Tail : 0.40452, Head : 0.22923, Avg : 0.31688
2023-06-05 23:30:44,844 - yago11k_0.00003 - [INFO] - [Epoch 160]: Training Loss: 0.001137, Valid MRR: 0.32142,
2023-06-05 23:30:45,506 - yago11k_0.00003 - [INFO] - [E:161| 0]: Train Loss:0.0011262, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:31:49,918 - yago11k_0.00003 - [INFO] - [E:161| 100]: Train Loss:0.0011375, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:32:53,746 - yago11k_0.00003 - [INFO] - [E:161| 200]: Train Loss:0.0011362, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:33:57,519 - yago11k_0.00003 - [INFO] - [E:161| 300]: Train Loss:0.0011368, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:35:01,284 - yago11k_0.00003 - [INFO] - [E:161| 400]: Train Loss:0.0011366, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:36:05,049 - yago11k_0.00003 - [INFO] - [E:161| 500]: Train Loss:0.0011366, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:37:08,405 - yago11k_0.00003 - [INFO] - [E:161| 600]: Train Loss:0.0011361, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:37:08,406 - yago11k_0.00003 - [INFO] - [Epoch:161]: Training Loss:0.001136
2023-06-05 23:37:08,621 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 23:37:20,691 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 23:37:32,633 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 161 valid]:
MRR: Tail : 0.40854, Head : 0.23066, Avg : 0.3196
2023-06-05 23:37:32,634 - yago11k_0.00003 - [INFO] - [Epoch 161]: Training Loss: 0.0011361, Valid MRR: 0.32142,
2023-06-05 23:37:33,297 - yago11k_0.00003 - [INFO] - [E:162| 0]: Train Loss:0.0011184, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:38:37,132 - yago11k_0.00003 - [INFO] - [E:162| 100]: Train Loss:0.0011346, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:39:40,935 - yago11k_0.00003 - [INFO] - [E:162| 200]: Train Loss:0.0011347, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:40:44,697 - yago11k_0.00003 - [INFO] - [E:162| 300]: Train Loss:0.0011354, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:41:48,501 - yago11k_0.00003 - [INFO] - [E:162| 400]: Train Loss:0.0011355, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:42:52,325 - yago11k_0.00003 - [INFO] - [E:162| 500]: Train Loss:0.0011359, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:43:55,713 - yago11k_0.00003 - [INFO] - [E:162| 600]: Train Loss:0.0011362, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:43:55,714 - yago11k_0.00003 - [INFO] - [Epoch:162]: Training Loss:0.001136
2023-06-05 23:43:55,935 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 23:44:08,011 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 23:44:19,957 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 162 valid]:
MRR: Tail : 0.4097, Head : 0.23093, Avg : 0.32032
2023-06-05 23:44:19,957 - yago11k_0.00003 - [INFO] - [Epoch 162]: Training Loss: 0.0011362, Valid MRR: 0.32142,
2023-06-05 23:44:20,616 - yago11k_0.00003 - [INFO] - [E:163| 0]: Train Loss:0.001155, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:45:24,422 - yago11k_0.00003 - [INFO] - [E:163| 100]: Train Loss:0.0011321, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:46:27,999 - yago11k_0.00003 - [INFO] - [E:163| 200]: Train Loss:0.0011347, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:47:31,399 - yago11k_0.00003 - [INFO] - [E:163| 300]: Train Loss:0.0011351, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:48:35,076 - yago11k_0.00003 - [INFO] - [E:163| 400]: Train Loss:0.0011354, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:49:38,843 - yago11k_0.00003 - [INFO] - [E:163| 500]: Train Loss:0.0011353, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:50:42,268 - yago11k_0.00003 - [INFO] - [E:163| 600]: Train Loss:0.0011359, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:50:42,268 - yago11k_0.00003 - [INFO] - [Epoch:163]: Training Loss:0.001136
2023-06-05 23:50:42,484 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 23:50:54,570 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 23:51:06,502 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 163 valid]:
MRR: Tail : 0.4038, Head : 0.22966, Avg : 0.31673
2023-06-05 23:51:06,502 - yago11k_0.00003 - [INFO] - [Epoch 163]: Training Loss: 0.0011359, Valid MRR: 0.32142,
2023-06-05 23:51:07,143 - yago11k_0.00003 - [INFO] - [E:164| 0]: Train Loss:0.0011615, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:52:10,909 - yago11k_0.00003 - [INFO] - [E:164| 100]: Train Loss:0.0011327, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:53:14,731 - yago11k_0.00003 - [INFO] - [E:164| 200]: Train Loss:0.0011347, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:54:18,535 - yago11k_0.00003 - [INFO] - [E:164| 300]: Train Loss:0.0011356, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:55:22,414 - yago11k_0.00003 - [INFO] - [E:164| 400]: Train Loss:0.0011361, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:56:26,303 - yago11k_0.00003 - [INFO] - [E:164| 500]: Train Loss:0.0011354, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:57:29,752 - yago11k_0.00003 - [INFO] - [E:164| 600]: Train Loss:0.0011356, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:57:29,753 - yago11k_0.00003 - [INFO] - [Epoch:164]: Training Loss:0.001136
2023-06-05 23:57:29,971 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-05 23:57:42,051 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-05 23:57:53,993 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 164 valid]:
MRR: Tail : 0.40623, Head : 0.23052, Avg : 0.31838
2023-06-05 23:57:53,993 - yago11k_0.00003 - [INFO] - [Epoch 164]: Training Loss: 0.0011356, Valid MRR: 0.32142,
2023-06-05 23:57:54,649 - yago11k_0.00003 - [INFO] - [E:165| 0]: Train Loss:0.0011113, Val MRR:0.32142, yago11k_0.00003
2023-06-05 23:58:58,542 - yago11k_0.00003 - [INFO] - [E:165| 100]: Train Loss:0.001134, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:00:02,388 - yago11k_0.00003 - [INFO] - [E:165| 200]: Train Loss:0.0011343, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:01:06,317 - yago11k_0.00003 - [INFO] - [E:165| 300]: Train Loss:0.0011348, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:02:10,701 - yago11k_0.00003 - [INFO] - [E:165| 400]: Train Loss:0.001134, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:03:14,723 - yago11k_0.00003 - [INFO] - [E:165| 500]: Train Loss:0.0011343, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:04:18,136 - yago11k_0.00003 - [INFO] - [E:165| 600]: Train Loss:0.001135, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:04:18,136 - yago11k_0.00003 - [INFO] - [Epoch:165]: Training Loss:0.001135
2023-06-06 00:04:18,351 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 00:04:30,425 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 00:04:42,330 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 165 valid]:
MRR: Tail : 0.40718, Head : 0.22909, Avg : 0.31813
2023-06-06 00:04:42,330 - yago11k_0.00003 - [INFO] - [Epoch 165]: Training Loss: 0.001135, Valid MRR: 0.32142,
2023-06-06 00:04:42,986 - yago11k_0.00003 - [INFO] - [E:166| 0]: Train Loss:0.0011307, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:05:46,852 - yago11k_0.00003 - [INFO] - [E:166| 100]: Train Loss:0.001134, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:06:50,713 - yago11k_0.00003 - [INFO] - [E:166| 200]: Train Loss:0.0011352, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:07:54,588 - yago11k_0.00003 - [INFO] - [E:166| 300]: Train Loss:0.0011344, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:08:58,477 - yago11k_0.00003 - [INFO] - [E:166| 400]: Train Loss:0.0011346, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:10:02,349 - yago11k_0.00003 - [INFO] - [E:166| 500]: Train Loss:0.001135, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:11:05,837 - yago11k_0.00003 - [INFO] - [E:166| 600]: Train Loss:0.001135, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:11:05,837 - yago11k_0.00003 - [INFO] - [Epoch:166]: Training Loss:0.001135
2023-06-06 00:11:06,054 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 00:11:18,149 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 00:11:30,107 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 166 valid]:
MRR: Tail : 0.40371, Head : 0.23043, Avg : 0.31707
2023-06-06 00:11:30,107 - yago11k_0.00003 - [INFO] - [Epoch 166]: Training Loss: 0.001135, Valid MRR: 0.32142,
2023-06-06 00:11:30,758 - yago11k_0.00003 - [INFO] - [E:167| 0]: Train Loss:0.0011169, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:12:34,612 - yago11k_0.00003 - [INFO] - [E:167| 100]: Train Loss:0.001133, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:13:38,506 - yago11k_0.00003 - [INFO] - [E:167| 200]: Train Loss:0.0011346, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:14:42,436 - yago11k_0.00003 - [INFO] - [E:167| 300]: Train Loss:0.001134, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:15:46,285 - yago11k_0.00003 - [INFO] - [E:167| 400]: Train Loss:0.0011347, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:16:50,432 - yago11k_0.00003 - [INFO] - [E:167| 500]: Train Loss:0.0011346, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:17:54,655 - yago11k_0.00003 - [INFO] - [E:167| 600]: Train Loss:0.0011348, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:17:54,655 - yago11k_0.00003 - [INFO] - [Epoch:167]: Training Loss:0.001135
2023-06-06 00:17:54,869 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 00:18:07,060 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 00:18:19,158 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 167 valid]:
MRR: Tail : 0.40559, Head : 0.23022, Avg : 0.3179
2023-06-06 00:18:19,159 - yago11k_0.00003 - [INFO] - [Epoch 167]: Training Loss: 0.0011348, Valid MRR: 0.32142,
2023-06-06 00:18:19,817 - yago11k_0.00003 - [INFO] - [E:168| 0]: Train Loss:0.0011185, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:19:24,363 - yago11k_0.00003 - [INFO] - [E:168| 100]: Train Loss:0.0011338, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:20:28,392 - yago11k_0.00003 - [INFO] - [E:168| 200]: Train Loss:0.0011336, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:21:32,295 - yago11k_0.00003 - [INFO] - [E:168| 300]: Train Loss:0.001134, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:22:36,142 - yago11k_0.00003 - [INFO] - [E:168| 400]: Train Loss:0.0011346, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:23:39,916 - yago11k_0.00003 - [INFO] - [E:168| 500]: Train Loss:0.0011348, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:24:43,299 - yago11k_0.00003 - [INFO] - [E:168| 600]: Train Loss:0.001134, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:24:43,299 - yago11k_0.00003 - [INFO] - [Epoch:168]: Training Loss:0.001134
2023-06-06 00:24:43,515 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 00:24:55,613 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 00:25:07,564 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 168 valid]:
MRR: Tail : 0.40964, Head : 0.22981, Avg : 0.31972
2023-06-06 00:25:07,565 - yago11k_0.00003 - [INFO] - [Epoch 168]: Training Loss: 0.001134, Valid MRR: 0.32142,
2023-06-06 00:25:08,212 - yago11k_0.00003 - [INFO] - [E:169| 0]: Train Loss:0.0011186, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:26:12,099 - yago11k_0.00003 - [INFO] - [E:169| 100]: Train Loss:0.0011336, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:27:15,914 - yago11k_0.00003 - [INFO] - [E:169| 200]: Train Loss:0.001132, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:28:19,776 - yago11k_0.00003 - [INFO] - [E:169| 300]: Train Loss:0.0011335, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:29:23,633 - yago11k_0.00003 - [INFO] - [E:169| 400]: Train Loss:0.0011343, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:30:27,501 - yago11k_0.00003 - [INFO] - [E:169| 500]: Train Loss:0.0011347, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:31:31,101 - yago11k_0.00003 - [INFO] - [E:169| 600]: Train Loss:0.0011343, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:31:31,101 - yago11k_0.00003 - [INFO] - [Epoch:169]: Training Loss:0.001134
2023-06-06 00:31:31,321 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 00:31:43,469 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 00:31:55,489 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 169 valid]:
MRR: Tail : 0.40611, Head : 0.22907, Avg : 0.31759
MR: Tail : 530.8, Head : 868.18, Avg : 699.49
Hit-1: Tail : 0.31828, Head : 0.18825, Avg : 0.25326
Hit-3: Tail : 0.44707, Head : 0.22437, Avg : 0.33572
Hit-10: Tail : 0.57905, Head : 0.30481, Avg : 0.44193
2023-06-06 00:31:55,490 - yago11k_0.00003 - [INFO] - [Epoch 169]: Training Loss: 0.0011343, Valid MRR: 0.32142,
2023-06-06 00:31:56,148 - yago11k_0.00003 - [INFO] - [E:170| 0]: Train Loss:0.0011179, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:33:00,469 - yago11k_0.00003 - [INFO] - [E:170| 100]: Train Loss:0.0011326, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:34:04,307 - yago11k_0.00003 - [INFO] - [E:170| 200]: Train Loss:0.0011332, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:35:08,136 - yago11k_0.00003 - [INFO] - [E:170| 300]: Train Loss:0.0011329, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:36:12,038 - yago11k_0.00003 - [INFO] - [E:170| 400]: Train Loss:0.0011333, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:37:15,917 - yago11k_0.00003 - [INFO] - [E:170| 500]: Train Loss:0.0011335, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:38:19,398 - yago11k_0.00003 - [INFO] - [E:170| 600]: Train Loss:0.0011337, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:38:19,398 - yago11k_0.00003 - [INFO] - [Epoch:170]: Training Loss:0.001134
2023-06-06 00:38:19,614 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 00:38:31,691 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 00:38:43,632 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 170 valid]:
MRR: Tail : 0.40937, Head : 0.22894, Avg : 0.31916
2023-06-06 00:38:43,632 - yago11k_0.00003 - [INFO] - [Epoch 170]: Training Loss: 0.0011337, Valid MRR: 0.32142,
2023-06-06 00:38:44,270 - yago11k_0.00003 - [INFO] - [E:171| 0]: Train Loss:0.0011658, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:39:48,124 - yago11k_0.00003 - [INFO] - [E:171| 100]: Train Loss:0.0011314, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:40:51,980 - yago11k_0.00003 - [INFO] - [E:171| 200]: Train Loss:0.0011321, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:41:55,876 - yago11k_0.00003 - [INFO] - [E:171| 300]: Train Loss:0.0011328, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:42:59,786 - yago11k_0.00003 - [INFO] - [E:171| 400]: Train Loss:0.0011328, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:44:03,689 - yago11k_0.00003 - [INFO] - [E:171| 500]: Train Loss:0.0011332, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:45:07,173 - yago11k_0.00003 - [INFO] - [E:171| 600]: Train Loss:0.0011335, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:45:07,173 - yago11k_0.00003 - [INFO] - [Epoch:171]: Training Loss:0.001133
2023-06-06 00:45:07,392 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 00:45:19,487 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 00:45:31,398 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 171 valid]:
MRR: Tail : 0.40609, Head : 0.22988, Avg : 0.31799
2023-06-06 00:45:31,398 - yago11k_0.00003 - [INFO] - [Epoch 171]: Training Loss: 0.0011335, Valid MRR: 0.32142,
2023-06-06 00:45:32,054 - yago11k_0.00003 - [INFO] - [E:172| 0]: Train Loss:0.0011213, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:46:36,120 - yago11k_0.00003 - [INFO] - [E:172| 100]: Train Loss:0.0011309, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:47:40,528 - yago11k_0.00003 - [INFO] - [E:172| 200]: Train Loss:0.0011303, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:48:44,410 - yago11k_0.00003 - [INFO] - [E:172| 300]: Train Loss:0.0011314, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:49:48,219 - yago11k_0.00003 - [INFO] - [E:172| 400]: Train Loss:0.0011318, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:50:51,950 - yago11k_0.00003 - [INFO] - [E:172| 500]: Train Loss:0.0011323, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:51:55,330 - yago11k_0.00003 - [INFO] - [E:172| 600]: Train Loss:0.0011331, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:51:55,331 - yago11k_0.00003 - [INFO] - [Epoch:172]: Training Loss:0.001133
2023-06-06 00:51:55,547 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 00:52:07,597 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 00:52:19,528 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 172 valid]:
MRR: Tail : 0.40287, Head : 0.23068, Avg : 0.31678
2023-06-06 00:52:19,528 - yago11k_0.00003 - [INFO] - [Epoch 172]: Training Loss: 0.0011331, Valid MRR: 0.32142,
2023-06-06 00:52:20,172 - yago11k_0.00003 - [INFO] - [E:173| 0]: Train Loss:0.0011721, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:53:24,044 - yago11k_0.00003 - [INFO] - [E:173| 100]: Train Loss:0.0011335, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:54:27,843 - yago11k_0.00003 - [INFO] - [E:173| 200]: Train Loss:0.0011341, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:55:31,639 - yago11k_0.00003 - [INFO] - [E:173| 300]: Train Loss:0.0011338, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:56:35,417 - yago11k_0.00003 - [INFO] - [E:173| 400]: Train Loss:0.0011337, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:57:39,116 - yago11k_0.00003 - [INFO] - [E:173| 500]: Train Loss:0.0011336, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:58:42,462 - yago11k_0.00003 - [INFO] - [E:173| 600]: Train Loss:0.0011333, Val MRR:0.32142, yago11k_0.00003
2023-06-06 00:58:42,462 - yago11k_0.00003 - [INFO] - [Epoch:173]: Training Loss:0.001133
2023-06-06 00:58:42,681 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 00:58:54,741 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 00:59:06,653 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 173 valid]:
MRR: Tail : 0.40297, Head : 0.23125, Avg : 0.31711
2023-06-06 00:59:06,653 - yago11k_0.00003 - [INFO] - [Epoch 173]: Training Loss: 0.0011333, Valid MRR: 0.32142,
2023-06-06 00:59:07,299 - yago11k_0.00003 - [INFO] - [E:174| 0]: Train Loss:0.0011228, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:00:11,076 - yago11k_0.00003 - [INFO] - [E:174| 100]: Train Loss:0.001133, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:01:14,800 - yago11k_0.00003 - [INFO] - [E:174| 200]: Train Loss:0.0011321, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:02:18,352 - yago11k_0.00003 - [INFO] - [E:174| 300]: Train Loss:0.0011321, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:03:21,706 - yago11k_0.00003 - [INFO] - [E:174| 400]: Train Loss:0.001132, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:04:25,336 - yago11k_0.00003 - [INFO] - [E:174| 500]: Train Loss:0.0011324, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:05:28,742 - yago11k_0.00003 - [INFO] - [E:174| 600]: Train Loss:0.0011326, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:05:28,742 - yago11k_0.00003 - [INFO] - [Epoch:174]: Training Loss:0.001133
2023-06-06 01:05:28,961 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 01:05:41,017 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 01:05:52,952 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 174 valid]:
MRR: Tail : 0.403, Head : 0.22968, Avg : 0.31634
2023-06-06 01:05:52,952 - yago11k_0.00003 - [INFO] - [Epoch 174]: Training Loss: 0.0011326, Valid MRR: 0.32142,
2023-06-06 01:05:53,612 - yago11k_0.00003 - [INFO] - [E:175| 0]: Train Loss:0.0011285, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:06:57,386 - yago11k_0.00003 - [INFO] - [E:175| 100]: Train Loss:0.0011305, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:08:01,290 - yago11k_0.00003 - [INFO] - [E:175| 200]: Train Loss:0.0011321, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:09:05,212 - yago11k_0.00003 - [INFO] - [E:175| 300]: Train Loss:0.0011322, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:10:09,107 - yago11k_0.00003 - [INFO] - [E:175| 400]: Train Loss:0.0011319, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:11:13,045 - yago11k_0.00003 - [INFO] - [E:175| 500]: Train Loss:0.001132, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:12:16,502 - yago11k_0.00003 - [INFO] - [E:175| 600]: Train Loss:0.0011321, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:12:16,503 - yago11k_0.00003 - [INFO] - [Epoch:175]: Training Loss:0.001132
2023-06-06 01:12:16,722 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 01:12:28,807 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 01:12:40,760 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 175 valid]:
MRR: Tail : 0.40745, Head : 0.23038, Avg : 0.31891
2023-06-06 01:12:40,760 - yago11k_0.00003 - [INFO] - [Epoch 175]: Training Loss: 0.0011321, Valid MRR: 0.32142,
2023-06-06 01:12:41,413 - yago11k_0.00003 - [INFO] - [E:176| 0]: Train Loss:0.0011226, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:13:45,271 - yago11k_0.00003 - [INFO] - [E:176| 100]: Train Loss:0.0011306, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:14:49,141 - yago11k_0.00003 - [INFO] - [E:176| 200]: Train Loss:0.0011304, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:15:53,092 - yago11k_0.00003 - [INFO] - [E:176| 300]: Train Loss:0.0011315, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:16:56,955 - yago11k_0.00003 - [INFO] - [E:176| 400]: Train Loss:0.001132, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:18:01,255 - yago11k_0.00003 - [INFO] - [E:176| 500]: Train Loss:0.0011316, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:19:04,962 - yago11k_0.00003 - [INFO] - [E:176| 600]: Train Loss:0.0011322, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:19:04,962 - yago11k_0.00003 - [INFO] - [Epoch:176]: Training Loss:0.001132
2023-06-06 01:19:05,182 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 01:19:17,278 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 01:19:29,227 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 176 valid]:
MRR: Tail : 0.40477, Head : 0.23064, Avg : 0.31771
2023-06-06 01:19:29,228 - yago11k_0.00003 - [INFO] - [Epoch 176]: Training Loss: 0.0011322, Valid MRR: 0.32142,
2023-06-06 01:19:29,873 - yago11k_0.00003 - [INFO] - [E:177| 0]: Train Loss:0.0011651, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:20:33,641 - yago11k_0.00003 - [INFO] - [E:177| 100]: Train Loss:0.0011302, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:21:37,465 - yago11k_0.00003 - [INFO] - [E:177| 200]: Train Loss:0.0011303, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:22:41,324 - yago11k_0.00003 - [INFO] - [E:177| 300]: Train Loss:0.0011313, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:23:45,165 - yago11k_0.00003 - [INFO] - [E:177| 400]: Train Loss:0.0011315, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:24:48,967 - yago11k_0.00003 - [INFO] - [E:177| 500]: Train Loss:0.0011312, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:25:52,476 - yago11k_0.00003 - [INFO] - [E:177| 600]: Train Loss:0.0011318, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:25:52,476 - yago11k_0.00003 - [INFO] - [Epoch:177]: Training Loss:0.001132
2023-06-06 01:25:52,696 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 01:26:04,793 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 01:26:16,755 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 177 valid]:
MRR: Tail : 0.40295, Head : 0.23023, Avg : 0.31659
2023-06-06 01:26:16,755 - yago11k_0.00003 - [INFO] - [Epoch 177]: Training Loss: 0.0011318, Valid MRR: 0.32142,
2023-06-06 01:26:17,402 - yago11k_0.00003 - [INFO] - [E:178| 0]: Train Loss:0.0011216, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:27:21,352 - yago11k_0.00003 - [INFO] - [E:178| 100]: Train Loss:0.0011313, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:28:25,270 - yago11k_0.00003 - [INFO] - [E:178| 200]: Train Loss:0.0011311, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:29:29,074 - yago11k_0.00003 - [INFO] - [E:178| 300]: Train Loss:0.0011311, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:30:32,991 - yago11k_0.00003 - [INFO] - [E:178| 400]: Train Loss:0.0011308, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:31:36,929 - yago11k_0.00003 - [INFO] - [E:178| 500]: Train Loss:0.0011312, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:32:40,657 - yago11k_0.00003 - [INFO] - [E:178| 600]: Train Loss:0.0011315, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:32:40,658 - yago11k_0.00003 - [INFO] - [Epoch:178]: Training Loss:0.001132
2023-06-06 01:32:40,880 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 01:32:53,062 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 01:33:05,080 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 178 valid]:
MRR: Tail : 0.40208, Head : 0.23003, Avg : 0.31605
2023-06-06 01:33:05,080 - yago11k_0.00003 - [INFO] - [Epoch 178]: Training Loss: 0.0011315, Valid MRR: 0.32142,
2023-06-06 01:33:05,738 - yago11k_0.00003 - [INFO] - [E:179| 0]: Train Loss:0.0011466, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:34:09,908 - yago11k_0.00003 - [INFO] - [E:179| 100]: Train Loss:0.0011292, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:35:13,764 - yago11k_0.00003 - [INFO] - [E:179| 200]: Train Loss:0.0011288, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:36:17,615 - yago11k_0.00003 - [INFO] - [E:179| 300]: Train Loss:0.0011304, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:37:21,491 - yago11k_0.00003 - [INFO] - [E:179| 400]: Train Loss:0.0011312, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:38:25,410 - yago11k_0.00003 - [INFO] - [E:179| 500]: Train Loss:0.0011314, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:39:28,848 - yago11k_0.00003 - [INFO] - [E:179| 600]: Train Loss:0.0011316, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:39:28,849 - yago11k_0.00003 - [INFO] - [Epoch:179]: Training Loss:0.001132
2023-06-06 01:39:29,068 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 01:39:41,162 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 01:39:53,094 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 179 valid]:
MRR: Tail : 0.40758, Head : 0.23138, Avg : 0.31948
MR: Tail : 539.69, Head : 901.93, Avg : 720.81
Hit-1: Tail : 0.32356, Head : 0.19116, Avg : 0.25736
Hit-3: Tail : 0.44415, Head : 0.22631, Avg : 0.33523
Hit-10: Tail : 0.57488, Head : 0.3087, Avg : 0.44179
2023-06-06 01:39:53,095 - yago11k_0.00003 - [INFO] - [Epoch 179]: Training Loss: 0.0011316, Valid MRR: 0.32142,
2023-06-06 01:39:53,754 - yago11k_0.00003 - [INFO] - [E:180| 0]: Train Loss:0.0011193, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:40:57,689 - yago11k_0.00003 - [INFO] - [E:180| 100]: Train Loss:0.0011308, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:42:01,578 - yago11k_0.00003 - [INFO] - [E:180| 200]: Train Loss:0.0011316, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:43:05,481 - yago11k_0.00003 - [INFO] - [E:180| 300]: Train Loss:0.0011315, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:44:09,398 - yago11k_0.00003 - [INFO] - [E:180| 400]: Train Loss:0.0011313, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:45:13,315 - yago11k_0.00003 - [INFO] - [E:180| 500]: Train Loss:0.0011316, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:46:16,813 - yago11k_0.00003 - [INFO] - [E:180| 600]: Train Loss:0.0011315, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:46:16,814 - yago11k_0.00003 - [INFO] - [Epoch:180]: Training Loss:0.001132
2023-06-06 01:46:17,032 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 01:46:29,116 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 01:46:41,064 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 180 valid]:
MRR: Tail : 0.40562, Head : 0.22872, Avg : 0.31717
2023-06-06 01:46:41,064 - yago11k_0.00003 - [INFO] - [Epoch 180]: Training Loss: 0.0011315, Valid MRR: 0.32142,
2023-06-06 01:46:41,725 - yago11k_0.00003 - [INFO] - [E:181| 0]: Train Loss:0.0011036, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:47:45,827 - yago11k_0.00003 - [INFO] - [E:181| 100]: Train Loss:0.0011304, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:48:50,229 - yago11k_0.00003 - [INFO] - [E:181| 200]: Train Loss:0.0011289, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:49:53,894 - yago11k_0.00003 - [INFO] - [E:181| 300]: Train Loss:0.00113, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:50:57,650 - yago11k_0.00003 - [INFO] - [E:181| 400]: Train Loss:0.00113, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:52:01,491 - yago11k_0.00003 - [INFO] - [E:181| 500]: Train Loss:0.0011304, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:53:04,907 - yago11k_0.00003 - [INFO] - [E:181| 600]: Train Loss:0.0011308, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:53:04,907 - yago11k_0.00003 - [INFO] - [Epoch:181]: Training Loss:0.001131
2023-06-06 01:53:05,122 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 01:53:17,187 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 01:53:29,103 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 181 valid]:
MRR: Tail : 0.40368, Head : 0.22973, Avg : 0.3167
2023-06-06 01:53:29,103 - yago11k_0.00003 - [INFO] - [Epoch 181]: Training Loss: 0.0011308, Valid MRR: 0.32142,
2023-06-06 01:53:29,748 - yago11k_0.00003 - [INFO] - [E:182| 0]: Train Loss:0.0011308, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:54:33,427 - yago11k_0.00003 - [INFO] - [E:182| 100]: Train Loss:0.0011308, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:55:37,208 - yago11k_0.00003 - [INFO] - [E:182| 200]: Train Loss:0.0011301, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:56:41,083 - yago11k_0.00003 - [INFO] - [E:182| 300]: Train Loss:0.0011298, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:57:44,883 - yago11k_0.00003 - [INFO] - [E:182| 400]: Train Loss:0.0011303, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:58:48,734 - yago11k_0.00003 - [INFO] - [E:182| 500]: Train Loss:0.0011307, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:59:52,180 - yago11k_0.00003 - [INFO] - [E:182| 600]: Train Loss:0.0011309, Val MRR:0.32142, yago11k_0.00003
2023-06-06 01:59:52,180 - yago11k_0.00003 - [INFO] - [Epoch:182]: Training Loss:0.001131
2023-06-06 01:59:52,397 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 02:00:04,490 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 02:00:16,421 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 182 valid]:
MRR: Tail : 0.40619, Head : 0.23031, Avg : 0.31825
2023-06-06 02:00:16,421 - yago11k_0.00003 - [INFO] - [Epoch 182]: Training Loss: 0.0011309, Valid MRR: 0.32142,
2023-06-06 02:00:17,075 - yago11k_0.00003 - [INFO] - [E:183| 0]: Train Loss:0.0011374, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:01:20,837 - yago11k_0.00003 - [INFO] - [E:183| 100]: Train Loss:0.0011264, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:02:24,598 - yago11k_0.00003 - [INFO] - [E:183| 200]: Train Loss:0.0011275, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:03:28,121 - yago11k_0.00003 - [INFO] - [E:183| 300]: Train Loss:0.0011282, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:04:31,566 - yago11k_0.00003 - [INFO] - [E:183| 400]: Train Loss:0.0011289, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:05:35,363 - yago11k_0.00003 - [INFO] - [E:183| 500]: Train Loss:0.0011296, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:06:38,833 - yago11k_0.00003 - [INFO] - [E:183| 600]: Train Loss:0.0011303, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:06:38,834 - yago11k_0.00003 - [INFO] - [Epoch:183]: Training Loss:0.00113
2023-06-06 02:06:39,055 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 02:06:51,131 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 02:07:03,065 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 183 valid]:
MRR: Tail : 0.4073, Head : 0.22939, Avg : 0.31834
2023-06-06 02:07:03,065 - yago11k_0.00003 - [INFO] - [Epoch 183]: Training Loss: 0.0011303, Valid MRR: 0.32142,
2023-06-06 02:07:03,722 - yago11k_0.00003 - [INFO] - [E:184| 0]: Train Loss:0.0011135, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:08:07,563 - yago11k_0.00003 - [INFO] - [E:184| 100]: Train Loss:0.0011289, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:09:11,414 - yago11k_0.00003 - [INFO] - [E:184| 200]: Train Loss:0.0011294, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:10:15,248 - yago11k_0.00003 - [INFO] - [E:184| 300]: Train Loss:0.0011295, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:11:19,138 - yago11k_0.00003 - [INFO] - [E:184| 400]: Train Loss:0.0011291, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:12:23,050 - yago11k_0.00003 - [INFO] - [E:184| 500]: Train Loss:0.0011299, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:13:26,580 - yago11k_0.00003 - [INFO] - [E:184| 600]: Train Loss:0.0011299, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:13:26,581 - yago11k_0.00003 - [INFO] - [Epoch:184]: Training Loss:0.00113
2023-06-06 02:13:26,800 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 02:13:38,869 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 02:13:50,808 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 184 valid]:
MRR: Tail : 0.40708, Head : 0.23004, Avg : 0.31856
2023-06-06 02:13:50,808 - yago11k_0.00003 - [INFO] - [Epoch 184]: Training Loss: 0.0011299, Valid MRR: 0.32142,
2023-06-06 02:13:51,465 - yago11k_0.00003 - [INFO] - [E:185| 0]: Train Loss:0.0011235, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:14:55,342 - yago11k_0.00003 - [INFO] - [E:185| 100]: Train Loss:0.0011261, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:15:59,302 - yago11k_0.00003 - [INFO] - [E:185| 200]: Train Loss:0.0011292, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:17:03,188 - yago11k_0.00003 - [INFO] - [E:185| 300]: Train Loss:0.0011293, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:18:07,162 - yago11k_0.00003 - [INFO] - [E:185| 400]: Train Loss:0.0011296, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:19:11,555 - yago11k_0.00003 - [INFO] - [E:185| 500]: Train Loss:0.0011294, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:20:15,155 - yago11k_0.00003 - [INFO] - [E:185| 600]: Train Loss:0.0011295, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:20:15,155 - yago11k_0.00003 - [INFO] - [Epoch:185]: Training Loss:0.00113
2023-06-06 02:20:15,374 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 02:20:27,465 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 02:20:39,391 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 185 valid]:
MRR: Tail : 0.40672, Head : 0.23112, Avg : 0.31892
2023-06-06 02:20:39,391 - yago11k_0.00003 - [INFO] - [Epoch 185]: Training Loss: 0.0011295, Valid MRR: 0.32142,
2023-06-06 02:20:40,034 - yago11k_0.00003 - [INFO] - [E:186| 0]: Train Loss:0.0011222, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:21:43,887 - yago11k_0.00003 - [INFO] - [E:186| 100]: Train Loss:0.0011312, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:22:47,770 - yago11k_0.00003 - [INFO] - [E:186| 200]: Train Loss:0.0011305, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:23:51,654 - yago11k_0.00003 - [INFO] - [E:186| 300]: Train Loss:0.0011298, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:24:55,639 - yago11k_0.00003 - [INFO] - [E:186| 400]: Train Loss:0.00113, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:25:59,569 - yago11k_0.00003 - [INFO] - [E:186| 500]: Train Loss:0.0011302, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:27:03,130 - yago11k_0.00003 - [INFO] - [E:186| 600]: Train Loss:0.0011297, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:27:03,130 - yago11k_0.00003 - [INFO] - [Epoch:186]: Training Loss:0.00113
2023-06-06 02:27:03,346 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 02:27:15,450 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 02:27:27,411 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 186 valid]:
MRR: Tail : 0.40238, Head : 0.23108, Avg : 0.31673
2023-06-06 02:27:27,411 - yago11k_0.00003 - [INFO] - [Epoch 186]: Training Loss: 0.0011297, Valid MRR: 0.32142,
2023-06-06 02:27:28,071 - yago11k_0.00003 - [INFO] - [E:187| 0]: Train Loss:0.0011315, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:28:32,035 - yago11k_0.00003 - [INFO] - [E:187| 100]: Train Loss:0.0011277, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:29:36,004 - yago11k_0.00003 - [INFO] - [E:187| 200]: Train Loss:0.0011286, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:30:40,024 - yago11k_0.00003 - [INFO] - [E:187| 300]: Train Loss:0.0011283, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:31:44,043 - yago11k_0.00003 - [INFO] - [E:187| 400]: Train Loss:0.0011283, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:32:48,005 - yago11k_0.00003 - [INFO] - [E:187| 500]: Train Loss:0.0011285, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:33:51,911 - yago11k_0.00003 - [INFO] - [E:187| 600]: Train Loss:0.0011291, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:33:51,912 - yago11k_0.00003 - [INFO] - [Epoch:187]: Training Loss:0.001129
2023-06-06 02:33:52,133 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 02:34:04,330 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 02:34:16,386 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 187 valid]:
MRR: Tail : 0.40704, Head : 0.23029, Avg : 0.31867
2023-06-06 02:34:16,386 - yago11k_0.00003 - [INFO] - [Epoch 187]: Training Loss: 0.0011291, Valid MRR: 0.32142,
2023-06-06 02:34:17,046 - yago11k_0.00003 - [INFO] - [E:188| 0]: Train Loss:0.0011313, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:35:21,119 - yago11k_0.00003 - [INFO] - [E:188| 100]: Train Loss:0.0011265, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:36:25,065 - yago11k_0.00003 - [INFO] - [E:188| 200]: Train Loss:0.0011271, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:37:29,022 - yago11k_0.00003 - [INFO] - [E:188| 300]: Train Loss:0.0011277, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:38:32,925 - yago11k_0.00003 - [INFO] - [E:188| 400]: Train Loss:0.0011278, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:39:36,823 - yago11k_0.00003 - [INFO] - [E:188| 500]: Train Loss:0.0011287, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:40:40,386 - yago11k_0.00003 - [INFO] - [E:188| 600]: Train Loss:0.0011287, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:40:40,387 - yago11k_0.00003 - [INFO] - [Epoch:188]: Training Loss:0.001129
2023-06-06 02:40:40,605 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 02:40:52,727 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 02:41:04,700 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 188 valid]:
MRR: Tail : 0.40418, Head : 0.22919, Avg : 0.31669
2023-06-06 02:41:04,700 - yago11k_0.00003 - [INFO] - [Epoch 188]: Training Loss: 0.0011287, Valid MRR: 0.32142,
2023-06-06 02:41:05,358 - yago11k_0.00003 - [INFO] - [E:189| 0]: Train Loss:0.00113, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:42:09,390 - yago11k_0.00003 - [INFO] - [E:189| 100]: Train Loss:0.0011261, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:43:13,429 - yago11k_0.00003 - [INFO] - [E:189| 200]: Train Loss:0.0011283, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:44:17,422 - yago11k_0.00003 - [INFO] - [E:189| 300]: Train Loss:0.0011288, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:45:21,438 - yago11k_0.00003 - [INFO] - [E:189| 400]: Train Loss:0.0011286, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:46:25,405 - yago11k_0.00003 - [INFO] - [E:189| 500]: Train Loss:0.0011289, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:47:28,951 - yago11k_0.00003 - [INFO] - [E:189| 600]: Train Loss:0.0011286, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:47:28,951 - yago11k_0.00003 - [INFO] - [Epoch:189]: Training Loss:0.001129
2023-06-06 02:47:29,166 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 02:47:41,258 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 02:47:53,227 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 189 valid]:
MRR: Tail : 0.40516, Head : 0.22964, Avg : 0.3174
MR: Tail : 578.95, Head : 902.83, Avg : 740.89
Hit-1: Tail : 0.32106, Head : 0.18797, Avg : 0.25452
Hit-3: Tail : 0.43595, Head : 0.22701, Avg : 0.33148
Hit-10: Tail : 0.57474, Head : 0.30995, Avg : 0.44235
2023-06-06 02:47:53,227 - yago11k_0.00003 - [INFO] - [Epoch 189]: Training Loss: 0.0011286, Valid MRR: 0.32142,
2023-06-06 02:47:53,884 - yago11k_0.00003 - [INFO] - [E:190| 0]: Train Loss:0.0011259, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:48:58,261 - yago11k_0.00003 - [INFO] - [E:190| 100]: Train Loss:0.0011283, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:50:02,322 - yago11k_0.00003 - [INFO] - [E:190| 200]: Train Loss:0.0011287, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:51:05,511 - yago11k_0.00003 - [INFO] - [E:190| 300]: Train Loss:0.0011291, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:52:08,623 - yago11k_0.00003 - [INFO] - [E:190| 400]: Train Loss:0.0011294, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:53:12,200 - yago11k_0.00003 - [INFO] - [E:190| 500]: Train Loss:0.0011289, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:54:15,460 - yago11k_0.00003 - [INFO] - [E:190| 600]: Train Loss:0.0011287, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:54:15,461 - yago11k_0.00003 - [INFO] - [Epoch:190]: Training Loss:0.001129
2023-06-06 02:54:15,675 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 02:54:27,734 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 02:54:39,642 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 190 valid]:
MRR: Tail : 0.40503, Head : 0.23135, Avg : 0.31819
2023-06-06 02:54:39,642 - yago11k_0.00003 - [INFO] - [Epoch 190]: Training Loss: 0.0011287, Valid MRR: 0.32142,
2023-06-06 02:54:40,281 - yago11k_0.00003 - [INFO] - [E:191| 0]: Train Loss:0.0011176, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:55:44,060 - yago11k_0.00003 - [INFO] - [E:191| 100]: Train Loss:0.0011289, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:56:47,853 - yago11k_0.00003 - [INFO] - [E:191| 200]: Train Loss:0.0011271, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:57:51,722 - yago11k_0.00003 - [INFO] - [E:191| 300]: Train Loss:0.0011276, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:58:55,624 - yago11k_0.00003 - [INFO] - [E:191| 400]: Train Loss:0.0011284, Val MRR:0.32142, yago11k_0.00003
2023-06-06 02:59:59,457 - yago11k_0.00003 - [INFO] - [E:191| 500]: Train Loss:0.0011278, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:01:02,904 - yago11k_0.00003 - [INFO] - [E:191| 600]: Train Loss:0.0011285, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:01:02,904 - yago11k_0.00003 - [INFO] - [Epoch:191]: Training Loss:0.001128
2023-06-06 03:01:03,123 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 03:01:15,208 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 03:01:27,126 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 191 valid]:
MRR: Tail : 0.40789, Head : 0.22947, Avg : 0.31868
2023-06-06 03:01:27,126 - yago11k_0.00003 - [INFO] - [Epoch 191]: Training Loss: 0.0011285, Valid MRR: 0.32142,
2023-06-06 03:01:27,767 - yago11k_0.00003 - [INFO] - [E:192| 0]: Train Loss:0.0011109, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:02:31,567 - yago11k_0.00003 - [INFO] - [E:192| 100]: Train Loss:0.0011255, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:03:35,308 - yago11k_0.00003 - [INFO] - [E:192| 200]: Train Loss:0.0011262, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:04:39,181 - yago11k_0.00003 - [INFO] - [E:192| 300]: Train Loss:0.0011268, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:05:42,984 - yago11k_0.00003 - [INFO] - [E:192| 400]: Train Loss:0.0011268, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:06:46,563 - yago11k_0.00003 - [INFO] - [E:192| 500]: Train Loss:0.0011271, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:07:49,667 - yago11k_0.00003 - [INFO] - [E:192| 600]: Train Loss:0.0011277, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:07:49,667 - yago11k_0.00003 - [INFO] - [Epoch:192]: Training Loss:0.001128
2023-06-06 03:07:49,883 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 03:08:01,919 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 03:08:13,788 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 192 valid]:
MRR: Tail : 0.40731, Head : 0.23073, Avg : 0.31902
2023-06-06 03:08:13,788 - yago11k_0.00003 - [INFO] - [Epoch 192]: Training Loss: 0.0011277, Valid MRR: 0.32142,
2023-06-06 03:08:14,439 - yago11k_0.00003 - [INFO] - [E:193| 0]: Train Loss:0.001174, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:09:18,284 - yago11k_0.00003 - [INFO] - [E:193| 100]: Train Loss:0.0011297, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:10:22,183 - yago11k_0.00003 - [INFO] - [E:193| 200]: Train Loss:0.0011289, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:11:26,070 - yago11k_0.00003 - [INFO] - [E:193| 300]: Train Loss:0.0011282, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:12:29,984 - yago11k_0.00003 - [INFO] - [E:193| 400]: Train Loss:0.0011284, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:13:33,932 - yago11k_0.00003 - [INFO] - [E:193| 500]: Train Loss:0.0011284, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:14:37,505 - yago11k_0.00003 - [INFO] - [E:193| 600]: Train Loss:0.0011282, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:14:37,505 - yago11k_0.00003 - [INFO] - [Epoch:193]: Training Loss:0.001128
2023-06-06 03:14:37,725 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 03:14:49,826 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 03:15:01,770 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 193 valid]:
MRR: Tail : 0.40023, Head : 0.2311, Avg : 0.31567
2023-06-06 03:15:01,770 - yago11k_0.00003 - [INFO] - [Epoch 193]: Training Loss: 0.0011282, Valid MRR: 0.32142,
2023-06-06 03:15:02,424 - yago11k_0.00003 - [INFO] - [E:194| 0]: Train Loss:0.0011146, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:16:06,370 - yago11k_0.00003 - [INFO] - [E:194| 100]: Train Loss:0.0011279, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:17:10,374 - yago11k_0.00003 - [INFO] - [E:194| 200]: Train Loss:0.0011278, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:18:14,362 - yago11k_0.00003 - [INFO] - [E:194| 300]: Train Loss:0.0011279, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:19:18,361 - yago11k_0.00003 - [INFO] - [E:194| 400]: Train Loss:0.0011276, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:20:22,456 - yago11k_0.00003 - [INFO] - [E:194| 500]: Train Loss:0.0011275, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:21:26,086 - yago11k_0.00003 - [INFO] - [E:194| 600]: Train Loss:0.0011277, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:21:26,086 - yago11k_0.00003 - [INFO] - [Epoch:194]: Training Loss:0.001128
2023-06-06 03:21:26,305 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 03:21:38,389 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 03:21:50,422 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 194 valid]:
MRR: Tail : 0.41112, Head : 0.23118, Avg : 0.32115
2023-06-06 03:21:50,423 - yago11k_0.00003 - [INFO] - [Epoch 194]: Training Loss: 0.0011277, Valid MRR: 0.32142,
2023-06-06 03:21:51,079 - yago11k_0.00003 - [INFO] - [E:195| 0]: Train Loss:0.0011177, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:22:55,554 - yago11k_0.00003 - [INFO] - [E:195| 100]: Train Loss:0.0011278, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:23:59,657 - yago11k_0.00003 - [INFO] - [E:195| 200]: Train Loss:0.0011272, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:25:03,606 - yago11k_0.00003 - [INFO] - [E:195| 300]: Train Loss:0.001127, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:26:07,538 - yago11k_0.00003 - [INFO] - [E:195| 400]: Train Loss:0.0011279, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:27:11,483 - yago11k_0.00003 - [INFO] - [E:195| 500]: Train Loss:0.0011277, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:28:15,103 - yago11k_0.00003 - [INFO] - [E:195| 600]: Train Loss:0.0011278, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:28:15,103 - yago11k_0.00003 - [INFO] - [Epoch:195]: Training Loss:0.001128
2023-06-06 03:28:15,323 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 03:28:27,427 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 03:28:39,389 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 195 valid]:
MRR: Tail : 0.40655, Head : 0.23232, Avg : 0.31943
2023-06-06 03:28:39,389 - yago11k_0.00003 - [INFO] - [Epoch 195]: Training Loss: 0.0011278, Valid MRR: 0.32142,
2023-06-06 03:28:40,044 - yago11k_0.00003 - [INFO] - [E:196| 0]: Train Loss:0.0011172, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:29:44,062 - yago11k_0.00003 - [INFO] - [E:196| 100]: Train Loss:0.001125, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:30:48,098 - yago11k_0.00003 - [INFO] - [E:196| 200]: Train Loss:0.001126, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:31:52,159 - yago11k_0.00003 - [INFO] - [E:196| 300]: Train Loss:0.0011258, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:32:56,212 - yago11k_0.00003 - [INFO] - [E:196| 400]: Train Loss:0.0011268, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:34:00,268 - yago11k_0.00003 - [INFO] - [E:196| 500]: Train Loss:0.0011268, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:35:03,928 - yago11k_0.00003 - [INFO] - [E:196| 600]: Train Loss:0.0011271, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:35:03,928 - yago11k_0.00003 - [INFO] - [Epoch:196]: Training Loss:0.001127
2023-06-06 03:35:04,144 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 03:35:16,278 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 03:35:28,243 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 196 valid]:
MRR: Tail : 0.40389, Head : 0.23032, Avg : 0.3171
2023-06-06 03:35:28,244 - yago11k_0.00003 - [INFO] - [Epoch 196]: Training Loss: 0.0011271, Valid MRR: 0.32142,
2023-06-06 03:35:28,891 - yago11k_0.00003 - [INFO] - [E:197| 0]: Train Loss:0.0011373, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:36:32,917 - yago11k_0.00003 - [INFO] - [E:197| 100]: Train Loss:0.0011242, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:37:37,340 - yago11k_0.00003 - [INFO] - [E:197| 200]: Train Loss:0.0011257, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:38:41,611 - yago11k_0.00003 - [INFO] - [E:197| 300]: Train Loss:0.001126, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:39:45,574 - yago11k_0.00003 - [INFO] - [E:197| 400]: Train Loss:0.0011267, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:40:49,661 - yago11k_0.00003 - [INFO] - [E:197| 500]: Train Loss:0.0011266, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:41:53,213 - yago11k_0.00003 - [INFO] - [E:197| 600]: Train Loss:0.0011267, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:41:53,213 - yago11k_0.00003 - [INFO] - [Epoch:197]: Training Loss:0.001127
2023-06-06 03:41:53,434 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 03:42:05,544 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 03:42:17,497 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 197 valid]:
MRR: Tail : 0.40314, Head : 0.23144, Avg : 0.31729
2023-06-06 03:42:17,498 - yago11k_0.00003 - [INFO] - [Epoch 197]: Training Loss: 0.0011267, Valid MRR: 0.32142,
2023-06-06 03:42:18,150 - yago11k_0.00003 - [INFO] - [E:198| 0]: Train Loss:0.001107, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:43:22,169 - yago11k_0.00003 - [INFO] - [E:198| 100]: Train Loss:0.0011236, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:44:26,187 - yago11k_0.00003 - [INFO] - [E:198| 200]: Train Loss:0.0011267, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:45:30,156 - yago11k_0.00003 - [INFO] - [E:198| 300]: Train Loss:0.0011258, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:46:34,232 - yago11k_0.00003 - [INFO] - [E:198| 400]: Train Loss:0.0011262, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:47:38,287 - yago11k_0.00003 - [INFO] - [E:198| 500]: Train Loss:0.0011261, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:48:41,897 - yago11k_0.00003 - [INFO] - [E:198| 600]: Train Loss:0.0011268, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:48:41,897 - yago11k_0.00003 - [INFO] - [Epoch:198]: Training Loss:0.001127
2023-06-06 03:48:42,114 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 03:48:54,234 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 03:49:06,201 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 198 valid]:
MRR: Tail : 0.40532, Head : 0.23057, Avg : 0.31794
2023-06-06 03:49:06,201 - yago11k_0.00003 - [INFO] - [Epoch 198]: Training Loss: 0.0011268, Valid MRR: 0.32142,
2023-06-06 03:49:06,850 - yago11k_0.00003 - [INFO] - [E:199| 0]: Train Loss:0.0011341, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:50:10,896 - yago11k_0.00003 - [INFO] - [E:199| 100]: Train Loss:0.0011227, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:51:14,912 - yago11k_0.00003 - [INFO] - [E:199| 200]: Train Loss:0.0011241, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:52:19,210 - yago11k_0.00003 - [INFO] - [E:199| 300]: Train Loss:0.0011253, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:53:23,709 - yago11k_0.00003 - [INFO] - [E:199| 400]: Train Loss:0.0011265, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:54:27,692 - yago11k_0.00003 - [INFO] - [E:199| 500]: Train Loss:0.0011266, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:55:31,077 - yago11k_0.00003 - [INFO] - [E:199| 600]: Train Loss:0.0011267, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:55:31,077 - yago11k_0.00003 - [INFO] - [Epoch:199]: Training Loss:0.001127
2023-06-06 03:55:31,293 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 03:55:43,401 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 03:55:55,349 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 199 valid]:
MRR: Tail : 0.40525, Head : 0.23182, Avg : 0.31853
MR: Tail : 575.67, Head : 894.12, Avg : 734.9
Hit-1: Tail : 0.32037, Head : 0.19033, Avg : 0.25535
Hit-3: Tail : 0.43804, Head : 0.2277, Avg : 0.33287
Hit-10: Tail : 0.57836, Head : 0.31148, Avg : 0.44492
2023-06-06 03:55:55,349 - yago11k_0.00003 - [INFO] - [Epoch 199]: Training Loss: 0.0011267, Valid MRR: 0.32142,
2023-06-06 03:55:56,000 - yago11k_0.00003 - [INFO] - [E:200| 0]: Train Loss:0.0011427, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:56:59,790 - yago11k_0.00003 - [INFO] - [E:200| 100]: Train Loss:0.0011264, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:58:03,616 - yago11k_0.00003 - [INFO] - [E:200| 200]: Train Loss:0.0011256, Val MRR:0.32142, yago11k_0.00003
2023-06-06 03:59:07,438 - yago11k_0.00003 - [INFO] - [E:200| 300]: Train Loss:0.0011256, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:00:11,390 - yago11k_0.00003 - [INFO] - [E:200| 400]: Train Loss:0.0011261, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:01:15,234 - yago11k_0.00003 - [INFO] - [E:200| 500]: Train Loss:0.0011263, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:02:18,629 - yago11k_0.00003 - [INFO] - [E:200| 600]: Train Loss:0.0011262, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:02:18,629 - yago11k_0.00003 - [INFO] - [Epoch:200]: Training Loss:0.001126
2023-06-06 04:02:18,848 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 04:02:30,963 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 04:02:42,924 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 200 valid]:
MRR: Tail : 0.40355, Head : 0.23046, Avg : 0.317
2023-06-06 04:02:42,925 - yago11k_0.00003 - [INFO] - [Epoch 200]: Training Loss: 0.0011262, Valid MRR: 0.32142,
2023-06-06 04:02:43,566 - yago11k_0.00003 - [INFO] - [E:201| 0]: Train Loss:0.001145, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:03:47,397 - yago11k_0.00003 - [INFO] - [E:201| 100]: Train Loss:0.0011269, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:04:51,252 - yago11k_0.00003 - [INFO] - [E:201| 200]: Train Loss:0.0011266, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:05:55,096 - yago11k_0.00003 - [INFO] - [E:201| 300]: Train Loss:0.0011264, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:06:58,898 - yago11k_0.00003 - [INFO] - [E:201| 400]: Train Loss:0.0011257, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:08:02,562 - yago11k_0.00003 - [INFO] - [E:201| 500]: Train Loss:0.0011259, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:09:05,712 - yago11k_0.00003 - [INFO] - [E:201| 600]: Train Loss:0.0011261, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:09:05,713 - yago11k_0.00003 - [INFO] - [Epoch:201]: Training Loss:0.001126
2023-06-06 04:09:05,931 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 04:09:18,017 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 04:09:29,954 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 201 valid]:
MRR: Tail : 0.40586, Head : 0.23176, Avg : 0.31881
2023-06-06 04:09:29,954 - yago11k_0.00003 - [INFO] - [Epoch 201]: Training Loss: 0.0011261, Valid MRR: 0.32142,
2023-06-06 04:09:30,609 - yago11k_0.00003 - [INFO] - [E:202| 0]: Train Loss:0.0011186, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:10:34,480 - yago11k_0.00003 - [INFO] - [E:202| 100]: Train Loss:0.0011244, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:11:38,259 - yago11k_0.00003 - [INFO] - [E:202| 200]: Train Loss:0.0011246, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:12:42,047 - yago11k_0.00003 - [INFO] - [E:202| 300]: Train Loss:0.0011244, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:13:45,863 - yago11k_0.00003 - [INFO] - [E:202| 400]: Train Loss:0.0011246, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:14:49,810 - yago11k_0.00003 - [INFO] - [E:202| 500]: Train Loss:0.0011251, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:15:53,185 - yago11k_0.00003 - [INFO] - [E:202| 600]: Train Loss:0.0011258, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:15:53,186 - yago11k_0.00003 - [INFO] - [Epoch:202]: Training Loss:0.001126
2023-06-06 04:15:53,405 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 04:16:05,513 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 04:16:17,481 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 202 valid]:
MRR: Tail : 0.40949, Head : 0.23131, Avg : 0.3204
2023-06-06 04:16:17,481 - yago11k_0.00003 - [INFO] - [Epoch 202]: Training Loss: 0.0011258, Valid MRR: 0.32142,
2023-06-06 04:16:18,133 - yago11k_0.00003 - [INFO] - [E:203| 0]: Train Loss:0.0011569, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:17:22,015 - yago11k_0.00003 - [INFO] - [E:203| 100]: Train Loss:0.0011249, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:18:25,886 - yago11k_0.00003 - [INFO] - [E:203| 200]: Train Loss:0.0011252, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:19:29,834 - yago11k_0.00003 - [INFO] - [E:203| 300]: Train Loss:0.0011252, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:20:33,643 - yago11k_0.00003 - [INFO] - [E:203| 400]: Train Loss:0.0011248, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:21:37,480 - yago11k_0.00003 - [INFO] - [E:203| 500]: Train Loss:0.0011253, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:22:40,841 - yago11k_0.00003 - [INFO] - [E:203| 600]: Train Loss:0.0011255, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:22:40,842 - yago11k_0.00003 - [INFO] - [Epoch:203]: Training Loss:0.001125
2023-06-06 04:22:41,057 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 04:22:53,108 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 04:23:05,003 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 203 valid]:
MRR: Tail : 0.4063, Head : 0.23251, Avg : 0.3194
2023-06-06 04:23:05,003 - yago11k_0.00003 - [INFO] - [Epoch 203]: Training Loss: 0.0011255, Valid MRR: 0.32142,
2023-06-06 04:23:05,650 - yago11k_0.00003 - [INFO] - [E:204| 0]: Train Loss:0.0011266, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:24:09,265 - yago11k_0.00003 - [INFO] - [E:204| 100]: Train Loss:0.0011263, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:25:12,898 - yago11k_0.00003 - [INFO] - [E:204| 200]: Train Loss:0.001126, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:26:16,697 - yago11k_0.00003 - [INFO] - [E:204| 300]: Train Loss:0.001126, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:27:20,540 - yago11k_0.00003 - [INFO] - [E:204| 400]: Train Loss:0.0011253, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:28:24,329 - yago11k_0.00003 - [INFO] - [E:204| 500]: Train Loss:0.0011254, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:29:27,723 - yago11k_0.00003 - [INFO] - [E:204| 600]: Train Loss:0.0011253, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:29:27,724 - yago11k_0.00003 - [INFO] - [Epoch:204]: Training Loss:0.001125
2023-06-06 04:29:27,940 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 04:29:40,048 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 04:29:51,978 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 204 valid]:
MRR: Tail : 0.41092, Head : 0.23131, Avg : 0.32112
2023-06-06 04:29:51,978 - yago11k_0.00003 - [INFO] - [Epoch 204]: Training Loss: 0.0011253, Valid MRR: 0.32142,
2023-06-06 04:29:52,623 - yago11k_0.00003 - [INFO] - [E:205| 0]: Train Loss:0.0011203, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:30:56,491 - yago11k_0.00003 - [INFO] - [E:205| 100]: Train Loss:0.0011228, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:32:00,498 - yago11k_0.00003 - [INFO] - [E:205| 200]: Train Loss:0.0011241, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:33:04,319 - yago11k_0.00003 - [INFO] - [E:205| 300]: Train Loss:0.0011238, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:34:08,281 - yago11k_0.00003 - [INFO] - [E:205| 400]: Train Loss:0.0011242, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:35:12,106 - yago11k_0.00003 - [INFO] - [E:205| 500]: Train Loss:0.0011251, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:36:15,500 - yago11k_0.00003 - [INFO] - [E:205| 600]: Train Loss:0.0011261, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:36:15,500 - yago11k_0.00003 - [INFO] - [Epoch:205]: Training Loss:0.001126
2023-06-06 04:36:15,719 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 04:36:27,832 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 04:36:39,793 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 205 valid]:
MRR: Tail : 0.41117, Head : 0.23045, Avg : 0.32081
2023-06-06 04:36:39,793 - yago11k_0.00003 - [INFO] - [Epoch 205]: Training Loss: 0.0011261, Valid MRR: 0.32142,
2023-06-06 04:36:40,434 - yago11k_0.00003 - [INFO] - [E:206| 0]: Train Loss:0.0011184, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:37:44,375 - yago11k_0.00003 - [INFO] - [E:206| 100]: Train Loss:0.0011346, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:38:48,008 - yago11k_0.00003 - [INFO] - [E:206| 200]: Train Loss:0.0011303, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:39:51,661 - yago11k_0.00003 - [INFO] - [E:206| 300]: Train Loss:0.0011284, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:40:55,431 - yago11k_0.00003 - [INFO] - [E:206| 400]: Train Loss:0.0011278, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:41:59,357 - yago11k_0.00003 - [INFO] - [E:206| 500]: Train Loss:0.0011271, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:43:02,918 - yago11k_0.00003 - [INFO] - [E:206| 600]: Train Loss:0.0011267, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:43:02,919 - yago11k_0.00003 - [INFO] - [Epoch:206]: Training Loss:0.001127
2023-06-06 04:43:03,138 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 04:43:15,237 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 04:43:27,191 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 206 valid]:
MRR: Tail : 0.4065, Head : 0.23119, Avg : 0.31884
2023-06-06 04:43:27,191 - yago11k_0.00003 - [INFO] - [Epoch 206]: Training Loss: 0.0011267, Valid MRR: 0.32142,
2023-06-06 04:43:27,849 - yago11k_0.00003 - [INFO] - [E:207| 0]: Train Loss:0.0011411, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:44:31,885 - yago11k_0.00003 - [INFO] - [E:207| 100]: Train Loss:0.0011236, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:45:35,869 - yago11k_0.00003 - [INFO] - [E:207| 200]: Train Loss:0.0011238, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:46:39,940 - yago11k_0.00003 - [INFO] - [E:207| 300]: Train Loss:0.0011241, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:47:43,994 - yago11k_0.00003 - [INFO] - [E:207| 400]: Train Loss:0.0011245, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:48:48,037 - yago11k_0.00003 - [INFO] - [E:207| 500]: Train Loss:0.001125, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:49:51,599 - yago11k_0.00003 - [INFO] - [E:207| 600]: Train Loss:0.001125, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:49:51,599 - yago11k_0.00003 - [INFO] - [Epoch:207]: Training Loss:0.001125
2023-06-06 04:49:51,814 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 04:50:03,926 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 04:50:15,908 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 207 valid]:
MRR: Tail : 0.40784, Head : 0.2331, Avg : 0.32047
2023-06-06 04:50:15,909 - yago11k_0.00003 - [INFO] - [Epoch 207]: Training Loss: 0.001125, Valid MRR: 0.32142,
2023-06-06 04:50:16,555 - yago11k_0.00003 - [INFO] - [E:208| 0]: Train Loss:0.0011288, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:51:20,606 - yago11k_0.00003 - [INFO] - [E:208| 100]: Train Loss:0.0011228, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:52:24,625 - yago11k_0.00003 - [INFO] - [E:208| 200]: Train Loss:0.0011229, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:53:28,709 - yago11k_0.00003 - [INFO] - [E:208| 300]: Train Loss:0.0011236, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:54:33,110 - yago11k_0.00003 - [INFO] - [E:208| 400]: Train Loss:0.0011238, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:55:37,466 - yago11k_0.00003 - [INFO] - [E:208| 500]: Train Loss:0.0011242, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:56:41,010 - yago11k_0.00003 - [INFO] - [E:208| 600]: Train Loss:0.0011244, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:56:41,010 - yago11k_0.00003 - [INFO] - [Epoch:208]: Training Loss:0.001124
2023-06-06 04:56:41,225 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 04:56:53,320 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 04:57:05,285 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 208 valid]:
MRR: Tail : 0.40497, Head : 0.23228, Avg : 0.31862
2023-06-06 04:57:05,286 - yago11k_0.00003 - [INFO] - [Epoch 208]: Training Loss: 0.0011244, Valid MRR: 0.32142,
2023-06-06 04:57:05,931 - yago11k_0.00003 - [INFO] - [E:209| 0]: Train Loss:0.0011085, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:58:09,904 - yago11k_0.00003 - [INFO] - [E:209| 100]: Train Loss:0.0011256, Val MRR:0.32142, yago11k_0.00003
2023-06-06 04:59:13,912 - yago11k_0.00003 - [INFO] - [E:209| 200]: Train Loss:0.0011253, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:00:17,942 - yago11k_0.00003 - [INFO] - [E:209| 300]: Train Loss:0.0011244, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:01:21,953 - yago11k_0.00003 - [INFO] - [E:209| 400]: Train Loss:0.0011242, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:02:25,745 - yago11k_0.00003 - [INFO] - [E:209| 500]: Train Loss:0.0011244, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:03:29,126 - yago11k_0.00003 - [INFO] - [E:209| 600]: Train Loss:0.0011247, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:03:29,127 - yago11k_0.00003 - [INFO] - [Epoch:209]: Training Loss:0.001125
2023-06-06 05:03:29,341 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 05:03:41,432 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 05:03:53,391 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 209 valid]:
MRR: Tail : 0.40534, Head : 0.23167, Avg : 0.31851
MR: Tail : 568.09, Head : 915.46, Avg : 741.77
Hit-1: Tail : 0.32078, Head : 0.19061, Avg : 0.2557
Hit-3: Tail : 0.43762, Head : 0.22854, Avg : 0.33308
Hit-10: Tail : 0.57363, Head : 0.30842, Avg : 0.44103
2023-06-06 05:03:53,391 - yago11k_0.00003 - [INFO] - [Epoch 209]: Training Loss: 0.0011247, Valid MRR: 0.32142,
2023-06-06 05:03:54,040 - yago11k_0.00003 - [INFO] - [E:210| 0]: Train Loss:0.0011037, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:04:57,869 - yago11k_0.00003 - [INFO] - [E:210| 100]: Train Loss:0.0011243, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:06:01,692 - yago11k_0.00003 - [INFO] - [E:210| 200]: Train Loss:0.001125, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:07:05,651 - yago11k_0.00003 - [INFO] - [E:210| 300]: Train Loss:0.0011241, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:08:09,551 - yago11k_0.00003 - [INFO] - [E:210| 400]: Train Loss:0.0011238, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:09:13,277 - yago11k_0.00003 - [INFO] - [E:210| 500]: Train Loss:0.0011238, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:10:16,448 - yago11k_0.00003 - [INFO] - [E:210| 600]: Train Loss:0.0011243, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:10:16,448 - yago11k_0.00003 - [INFO] - [Epoch:210]: Training Loss:0.001124
2023-06-06 05:10:16,665 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 05:10:28,699 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 05:10:40,568 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 210 valid]:
MRR: Tail : 0.40552, Head : 0.23289, Avg : 0.3192
2023-06-06 05:10:40,568 - yago11k_0.00003 - [INFO] - [Epoch 210]: Training Loss: 0.0011243, Valid MRR: 0.32142,
2023-06-06 05:10:41,217 - yago11k_0.00003 - [INFO] - [E:211| 0]: Train Loss:0.001111, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:11:44,994 - yago11k_0.00003 - [INFO] - [E:211| 100]: Train Loss:0.0011229, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:12:48,893 - yago11k_0.00003 - [INFO] - [E:211| 200]: Train Loss:0.0011223, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:13:53,500 - yago11k_0.00003 - [INFO] - [E:211| 300]: Train Loss:0.0011229, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:14:58,126 - yago11k_0.00003 - [INFO] - [E:211| 400]: Train Loss:0.0011227, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:16:02,743 - yago11k_0.00003 - [INFO] - [E:211| 500]: Train Loss:0.0011229, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:17:06,540 - yago11k_0.00003 - [INFO] - [E:211| 600]: Train Loss:0.0011238, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:17:06,540 - yago11k_0.00003 - [INFO] - [Epoch:211]: Training Loss:0.001124
2023-06-06 05:17:06,759 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 05:17:18,865 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 05:17:30,808 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 211 valid]:
MRR: Tail : 0.40395, Head : 0.23073, Avg : 0.31734
2023-06-06 05:17:30,809 - yago11k_0.00003 - [INFO] - [Epoch 211]: Training Loss: 0.0011238, Valid MRR: 0.32142,
2023-06-06 05:17:31,461 - yago11k_0.00003 - [INFO] - [E:212| 0]: Train Loss:0.0011127, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:18:35,429 - yago11k_0.00003 - [INFO] - [E:212| 100]: Train Loss:0.0011219, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:19:39,467 - yago11k_0.00003 - [INFO] - [E:212| 200]: Train Loss:0.0011222, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:20:44,255 - yago11k_0.00003 - [INFO] - [E:212| 300]: Train Loss:0.0011227, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:21:48,643 - yago11k_0.00003 - [INFO] - [E:212| 400]: Train Loss:0.0011232, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:22:53,417 - yago11k_0.00003 - [INFO] - [E:212| 500]: Train Loss:0.0011237, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:23:57,028 - yago11k_0.00003 - [INFO] - [E:212| 600]: Train Loss:0.0011238, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:23:57,028 - yago11k_0.00003 - [INFO] - [Epoch:212]: Training Loss:0.001124
2023-06-06 05:23:57,244 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 05:24:09,355 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 05:24:21,300 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 212 valid]:
MRR: Tail : 0.40279, Head : 0.2315, Avg : 0.31715
2023-06-06 05:24:21,300 - yago11k_0.00003 - [INFO] - [Epoch 212]: Training Loss: 0.0011238, Valid MRR: 0.32142,
2023-06-06 05:24:21,949 - yago11k_0.00003 - [INFO] - [E:213| 0]: Train Loss:0.0011102, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:25:27,081 - yago11k_0.00003 - [INFO] - [E:213| 100]: Train Loss:0.0011244, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:26:31,310 - yago11k_0.00003 - [INFO] - [E:213| 200]: Train Loss:0.0011249, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:27:35,194 - yago11k_0.00003 - [INFO] - [E:213| 300]: Train Loss:0.0011233, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:28:39,049 - yago11k_0.00003 - [INFO] - [E:213| 400]: Train Loss:0.0011232, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:29:43,028 - yago11k_0.00003 - [INFO] - [E:213| 500]: Train Loss:0.0011231, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:30:46,883 - yago11k_0.00003 - [INFO] - [E:213| 600]: Train Loss:0.001124, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:30:46,883 - yago11k_0.00003 - [INFO] - [Epoch:213]: Training Loss:0.001124
2023-06-06 05:30:47,100 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 05:30:59,211 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 05:31:11,175 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 213 valid]:
MRR: Tail : 0.40413, Head : 0.23373, Avg : 0.31893
2023-06-06 05:31:11,176 - yago11k_0.00003 - [INFO] - [Epoch 213]: Training Loss: 0.001124, Valid MRR: 0.32142,
2023-06-06 05:31:11,823 - yago11k_0.00003 - [INFO] - [E:214| 0]: Train Loss:0.0011082, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:32:16,324 - yago11k_0.00003 - [INFO] - [E:214| 100]: Train Loss:0.0011286, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:33:20,364 - yago11k_0.00003 - [INFO] - [E:214| 200]: Train Loss:0.0011268, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:34:24,842 - yago11k_0.00003 - [INFO] - [E:214| 300]: Train Loss:0.0011262, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:35:34,964 - yago11k_0.00003 - [INFO] - [E:214| 400]: Train Loss:0.0011254, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:37:01,616 - yago11k_0.00003 - [INFO] - [E:214| 500]: Train Loss:0.001125, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:38:23,733 - yago11k_0.00003 - [INFO] - [E:214| 600]: Train Loss:0.0011246, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:38:23,734 - yago11k_0.00003 - [INFO] - [Epoch:214]: Training Loss:0.001125
2023-06-06 05:38:24,055 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 05:38:41,321 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 05:38:58,393 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 214 valid]:
MRR: Tail : 0.40603, Head : 0.23242, Avg : 0.31922
2023-06-06 05:38:58,393 - yago11k_0.00003 - [INFO] - [Epoch 214]: Training Loss: 0.0011246, Valid MRR: 0.32142,
2023-06-06 05:38:59,293 - yago11k_0.00003 - [INFO] - [E:215| 0]: Train Loss:0.0011512, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:40:24,345 - yago11k_0.00003 - [INFO] - [E:215| 100]: Train Loss:0.0011228, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:41:50,883 - yago11k_0.00003 - [INFO] - [E:215| 200]: Train Loss:0.0011217, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:43:15,844 - yago11k_0.00003 - [INFO] - [E:215| 300]: Train Loss:0.0011219, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:44:41,324 - yago11k_0.00003 - [INFO] - [E:215| 400]: Train Loss:0.0011227, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:46:07,231 - yago11k_0.00003 - [INFO] - [E:215| 500]: Train Loss:0.0011227, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:47:32,248 - yago11k_0.00003 - [INFO] - [E:215| 600]: Train Loss:0.0011231, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:47:32,248 - yago11k_0.00003 - [INFO] - [Epoch:215]: Training Loss:0.001123
2023-06-06 05:47:32,557 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 05:47:49,469 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 05:48:06,262 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 215 valid]:
MRR: Tail : 0.40491, Head : 0.23295, Avg : 0.31893
2023-06-06 05:48:06,262 - yago11k_0.00003 - [INFO] - [Epoch 215]: Training Loss: 0.0011231, Valid MRR: 0.32142,
2023-06-06 05:48:07,135 - yago11k_0.00003 - [INFO] - [E:216| 0]: Train Loss:0.0011051, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:49:31,739 - yago11k_0.00003 - [INFO] - [E:216| 100]: Train Loss:0.0011217, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:50:58,423 - yago11k_0.00003 - [INFO] - [E:216| 200]: Train Loss:0.0011221, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:52:23,205 - yago11k_0.00003 - [INFO] - [E:216| 300]: Train Loss:0.0011221, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:53:49,885 - yago11k_0.00003 - [INFO] - [E:216| 400]: Train Loss:0.0011232, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:55:15,003 - yago11k_0.00003 - [INFO] - [E:216| 500]: Train Loss:0.0011234, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:56:39,933 - yago11k_0.00003 - [INFO] - [E:216| 600]: Train Loss:0.0011235, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:56:39,934 - yago11k_0.00003 - [INFO] - [Epoch:216]: Training Loss:0.001123
2023-06-06 05:56:40,248 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 05:56:57,107 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 05:57:13,785 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 216 valid]:
MRR: Tail : 0.40591, Head : 0.23208, Avg : 0.319
2023-06-06 05:57:13,785 - yago11k_0.00003 - [INFO] - [Epoch 216]: Training Loss: 0.0011235, Valid MRR: 0.32142,
2023-06-06 05:57:14,692 - yago11k_0.00003 - [INFO] - [E:217| 0]: Train Loss:0.0011135, Val MRR:0.32142, yago11k_0.00003
2023-06-06 05:58:41,060 - yago11k_0.00003 - [INFO] - [E:217| 100]: Train Loss:0.0011218, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:00:06,362 - yago11k_0.00003 - [INFO] - [E:217| 200]: Train Loss:0.0011218, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:01:31,950 - yago11k_0.00003 - [INFO] - [E:217| 300]: Train Loss:0.0011225, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:02:58,730 - yago11k_0.00003 - [INFO] - [E:217| 400]: Train Loss:0.0011231, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:04:23,775 - yago11k_0.00003 - [INFO] - [E:217| 500]: Train Loss:0.0011233, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:05:49,223 - yago11k_0.00003 - [INFO] - [E:217| 600]: Train Loss:0.001123, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:05:49,224 - yago11k_0.00003 - [INFO] - [Epoch:217]: Training Loss:0.001123
2023-06-06 06:05:49,501 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 06:06:05,822 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 06:06:22,604 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 217 valid]:
MRR: Tail : 0.40936, Head : 0.23307, Avg : 0.32122
2023-06-06 06:06:22,604 - yago11k_0.00003 - [INFO] - [Epoch 217]: Training Loss: 0.001123, Valid MRR: 0.32142,
2023-06-06 06:06:23,505 - yago11k_0.00003 - [INFO] - [E:218| 0]: Train Loss:0.001118, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:07:50,259 - yago11k_0.00003 - [INFO] - [E:218| 100]: Train Loss:0.0011236, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:09:15,847 - yago11k_0.00003 - [INFO] - [E:218| 200]: Train Loss:0.0011231, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:10:40,552 - yago11k_0.00003 - [INFO] - [E:218| 300]: Train Loss:0.0011236, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:12:07,800 - yago11k_0.00003 - [INFO] - [E:218| 400]: Train Loss:0.0011233, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:13:33,315 - yago11k_0.00003 - [INFO] - [E:218| 500]: Train Loss:0.0011227, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:14:59,375 - yago11k_0.00003 - [INFO] - [E:218| 600]: Train Loss:0.001123, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:14:59,375 - yago11k_0.00003 - [INFO] - [Epoch:218]: Training Loss:0.001123
2023-06-06 06:14:59,686 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 06:15:15,443 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 06:15:31,946 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 218 valid]:
MRR: Tail : 0.40882, Head : 0.23219, Avg : 0.32051
2023-06-06 06:15:31,946 - yago11k_0.00003 - [INFO] - [Epoch 218]: Training Loss: 0.001123, Valid MRR: 0.32142,
2023-06-06 06:15:32,849 - yago11k_0.00003 - [INFO] - [E:219| 0]: Train Loss:0.0011619, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:16:59,508 - yago11k_0.00003 - [INFO] - [E:219| 100]: Train Loss:0.0011212, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:18:24,503 - yago11k_0.00003 - [INFO] - [E:219| 200]: Train Loss:0.001122, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:19:50,683 - yago11k_0.00003 - [INFO] - [E:219| 300]: Train Loss:0.0011223, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:21:16,801 - yago11k_0.00003 - [INFO] - [E:219| 400]: Train Loss:0.001122, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:22:42,052 - yago11k_0.00003 - [INFO] - [E:219| 500]: Train Loss:0.0011222, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:24:08,170 - yago11k_0.00003 - [INFO] - [E:219| 600]: Train Loss:0.0011224, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:24:08,170 - yago11k_0.00003 - [INFO] - [Epoch:219]: Training Loss:0.001122
2023-06-06 06:24:08,487 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 06:24:25,461 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 06:24:40,696 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 219 valid]:
MRR: Tail : 0.40567, Head : 0.23125, Avg : 0.31846
MR: Tail : 592.68, Head : 928.7, Avg : 760.69
Hit-1: Tail : 0.32203, Head : 0.18908, Avg : 0.25556
Hit-3: Tail : 0.44082, Head : 0.22854, Avg : 0.33468
Hit-10: Tail : 0.57572, Head : 0.31703, Avg : 0.44637
2023-06-06 06:24:40,696 - yago11k_0.00003 - [INFO] - [Epoch 219]: Training Loss: 0.0011224, Valid MRR: 0.32142,
2023-06-06 06:24:41,582 - yago11k_0.00003 - [INFO] - [E:220| 0]: Train Loss:0.0011313, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:26:08,452 - yago11k_0.00003 - [INFO] - [E:220| 100]: Train Loss:0.0011229, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:27:34,266 - yago11k_0.00003 - [INFO] - [E:220| 200]: Train Loss:0.0011228, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:29:00,905 - yago11k_0.00003 - [INFO] - [E:220| 300]: Train Loss:0.0011222, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:30:26,471 - yago11k_0.00003 - [INFO] - [E:220| 400]: Train Loss:0.0011221, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:31:51,192 - yago11k_0.00003 - [INFO] - [E:220| 500]: Train Loss:0.0011224, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:33:17,308 - yago11k_0.00003 - [INFO] - [E:220| 600]: Train Loss:0.0011227, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:33:17,309 - yago11k_0.00003 - [INFO] - [Epoch:220]: Training Loss:0.001123
2023-06-06 06:33:17,620 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 06:33:34,646 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 06:33:51,046 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 220 valid]:
MRR: Tail : 0.40443, Head : 0.23184, Avg : 0.31813
2023-06-06 06:33:51,047 - yago11k_0.00003 - [INFO] - [Epoch 220]: Training Loss: 0.0011227, Valid MRR: 0.32142,
2023-06-06 06:33:51,870 - yago11k_0.00003 - [INFO] - [E:221| 0]: Train Loss:0.0011117, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:35:17,784 - yago11k_0.00003 - [INFO] - [E:221| 100]: Train Loss:0.0011222, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:36:42,830 - yago11k_0.00003 - [INFO] - [E:221| 200]: Train Loss:0.0011228, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:38:09,522 - yago11k_0.00003 - [INFO] - [E:221| 300]: Train Loss:0.0011229, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:39:35,055 - yago11k_0.00003 - [INFO] - [E:221| 400]: Train Loss:0.0011219, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:41:00,939 - yago11k_0.00003 - [INFO] - [E:221| 500]: Train Loss:0.001122, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:42:27,280 - yago11k_0.00003 - [INFO] - [E:221| 600]: Train Loss:0.0011221, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:42:27,280 - yago11k_0.00003 - [INFO] - [Epoch:221]: Training Loss:0.001122
2023-06-06 06:42:27,589 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 06:42:44,509 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 06:43:01,257 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 221 valid]:
MRR: Tail : 0.40758, Head : 0.23369, Avg : 0.32064
2023-06-06 06:43:01,257 - yago11k_0.00003 - [INFO] - [Epoch 221]: Training Loss: 0.0011221, Valid MRR: 0.32142,
2023-06-06 06:43:02,126 - yago11k_0.00003 - [INFO] - [E:222| 0]: Train Loss:0.0011357, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:44:27,681 - yago11k_0.00003 - [INFO] - [E:222| 100]: Train Loss:0.0011219, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:45:53,170 - yago11k_0.00003 - [INFO] - [E:222| 200]: Train Loss:0.0011221, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:47:19,837 - yago11k_0.00003 - [INFO] - [E:222| 300]: Train Loss:0.0011225, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:48:45,363 - yago11k_0.00003 - [INFO] - [E:222| 400]: Train Loss:0.0011217, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:50:11,775 - yago11k_0.00003 - [INFO] - [E:222| 500]: Train Loss:0.0011217, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:51:36,945 - yago11k_0.00003 - [INFO] - [E:222| 600]: Train Loss:0.0011215, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:51:36,946 - yago11k_0.00003 - [INFO] - [Epoch:222]: Training Loss:0.001121
2023-06-06 06:51:37,256 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 06:51:54,244 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 06:52:11,013 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 222 valid]:
MRR: Tail : 0.40882, Head : 0.23259, Avg : 0.32071
2023-06-06 06:52:11,013 - yago11k_0.00003 - [INFO] - [Epoch 222]: Training Loss: 0.0011215, Valid MRR: 0.32142,
2023-06-06 06:52:11,890 - yago11k_0.00003 - [INFO] - [E:223| 0]: Train Loss:0.0011066, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:53:36,980 - yago11k_0.00003 - [INFO] - [E:223| 100]: Train Loss:0.0011189, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:55:02,439 - yago11k_0.00003 - [INFO] - [E:223| 200]: Train Loss:0.0011206, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:56:29,327 - yago11k_0.00003 - [INFO] - [E:223| 300]: Train Loss:0.0011205, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:57:55,100 - yago11k_0.00003 - [INFO] - [E:223| 400]: Train Loss:0.0011215, Val MRR:0.32142, yago11k_0.00003
2023-06-06 06:59:21,659 - yago11k_0.00003 - [INFO] - [E:223| 500]: Train Loss:0.0011219, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:00:46,452 - yago11k_0.00003 - [INFO] - [E:223| 600]: Train Loss:0.0011221, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:00:46,452 - yago11k_0.00003 - [INFO] - [Epoch:223]: Training Loss:0.001122
2023-06-06 07:00:46,769 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 07:01:03,685 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 07:01:20,406 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 223 valid]:
MRR: Tail : 0.4044, Head : 0.2303, Avg : 0.31735
2023-06-06 07:01:20,407 - yago11k_0.00003 - [INFO] - [Epoch 223]: Training Loss: 0.0011221, Valid MRR: 0.32142,
2023-06-06 07:01:21,277 - yago11k_0.00003 - [INFO] - [E:224| 0]: Train Loss:0.0011416, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:02:46,715 - yago11k_0.00003 - [INFO] - [E:224| 100]: Train Loss:0.0011195, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:04:12,971 - yago11k_0.00003 - [INFO] - [E:224| 200]: Train Loss:0.0011198, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:05:38,890 - yago11k_0.00003 - [INFO] - [E:224| 300]: Train Loss:0.0011203, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:07:03,987 - yago11k_0.00003 - [INFO] - [E:224| 400]: Train Loss:0.001121, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:08:30,636 - yago11k_0.00003 - [INFO] - [E:224| 500]: Train Loss:0.0011213, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:09:55,626 - yago11k_0.00003 - [INFO] - [E:224| 600]: Train Loss:0.0011219, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:09:55,627 - yago11k_0.00003 - [INFO] - [Epoch:224]: Training Loss:0.001122
2023-06-06 07:09:55,936 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 07:10:12,917 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 07:10:29,733 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 224 valid]:
MRR: Tail : 0.40373, Head : 0.23242, Avg : 0.31808
2023-06-06 07:10:29,733 - yago11k_0.00003 - [INFO] - [Epoch 224]: Training Loss: 0.0011219, Valid MRR: 0.32142,
2023-06-06 07:10:30,621 - yago11k_0.00003 - [INFO] - [E:225| 0]: Train Loss:0.0011146, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:11:56,582 - yago11k_0.00003 - [INFO] - [E:225| 100]: Train Loss:0.0011211, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:13:23,306 - yago11k_0.00003 - [INFO] - [E:225| 200]: Train Loss:0.0011209, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:14:48,811 - yago11k_0.00003 - [INFO] - [E:225| 300]: Train Loss:0.0011213, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:16:14,290 - yago11k_0.00003 - [INFO] - [E:225| 400]: Train Loss:0.0011213, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:17:40,869 - yago11k_0.00003 - [INFO] - [E:225| 500]: Train Loss:0.0011213, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:19:05,792 - yago11k_0.00003 - [INFO] - [E:225| 600]: Train Loss:0.0011219, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:19:05,792 - yago11k_0.00003 - [INFO] - [Epoch:225]: Training Loss:0.001122
2023-06-06 07:19:06,097 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 07:19:23,007 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 07:19:39,783 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 225 valid]:
MRR: Tail : 0.41013, Head : 0.23272, Avg : 0.32142
2023-06-06 07:19:39,783 - yago11k_0.00003 - [INFO] - [Epoch 225]: Training Loss: 0.0011219, Valid MRR: 0.32142,
2023-06-06 07:19:40,667 - yago11k_0.00003 - [INFO] - [E:226| 0]: Train Loss:0.00111, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:21:06,250 - yago11k_0.00003 - [INFO] - [E:226| 100]: Train Loss:0.0011178, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:22:32,856 - yago11k_0.00003 - [INFO] - [E:226| 200]: Train Loss:0.00112, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:23:58,434 - yago11k_0.00003 - [INFO] - [E:226| 300]: Train Loss:0.0011199, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:25:23,953 - yago11k_0.00003 - [INFO] - [E:226| 400]: Train Loss:0.0011206, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:26:50,914 - yago11k_0.00003 - [INFO] - [E:226| 500]: Train Loss:0.0011205, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:28:15,948 - yago11k_0.00003 - [INFO] - [E:226| 600]: Train Loss:0.0011211, Val MRR:0.32142, yago11k_0.00003
2023-06-06 07:28:15,948 - yago11k_0.00003 - [INFO] - [Epoch:226]: Training Loss:0.001121
2023-06-06 07:28:16,264 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 07:28:33,245 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 07:28:49,966 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 226 valid]:
MRR: Tail : 0.40829, Head : 0.23506, Avg : 0.32168
2023-06-06 07:28:51,370 - yago11k_0.00003 - [INFO] - [Epoch 226]: Training Loss: 0.0011211, Valid MRR: 0.32168,
2023-06-06 07:28:52,257 - yago11k_0.00003 - [INFO] - [E:227| 0]: Train Loss:0.0011065, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:30:17,630 - yago11k_0.00003 - [INFO] - [E:227| 100]: Train Loss:0.0011219, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:31:44,204 - yago11k_0.00003 - [INFO] - [E:227| 200]: Train Loss:0.0011209, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:33:09,687 - yago11k_0.00003 - [INFO] - [E:227| 300]: Train Loss:0.0011208, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:34:35,443 - yago11k_0.00003 - [INFO] - [E:227| 400]: Train Loss:0.0011207, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:36:01,920 - yago11k_0.00003 - [INFO] - [E:227| 500]: Train Loss:0.0011208, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:37:26,795 - yago11k_0.00003 - [INFO] - [E:227| 600]: Train Loss:0.001121, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:37:26,796 - yago11k_0.00003 - [INFO] - [Epoch:227]: Training Loss:0.001121
2023-06-06 07:37:27,113 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 07:37:44,055 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 07:38:00,823 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 227 valid]:
MRR: Tail : 0.40732, Head : 0.23347, Avg : 0.32039
2023-06-06 07:38:00,823 - yago11k_0.00003 - [INFO] - [Epoch 227]: Training Loss: 0.001121, Valid MRR: 0.32168,
2023-06-06 07:38:01,720 - yago11k_0.00003 - [INFO] - [E:228| 0]: Train Loss:0.00118, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:39:27,190 - yago11k_0.00003 - [INFO] - [E:228| 100]: Train Loss:0.0011215, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:40:53,777 - yago11k_0.00003 - [INFO] - [E:228| 200]: Train Loss:0.0011207, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:42:19,767 - yago11k_0.00003 - [INFO] - [E:228| 300]: Train Loss:0.0011207, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:43:46,128 - yago11k_0.00003 - [INFO] - [E:228| 400]: Train Loss:0.0011216, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:45:11,708 - yago11k_0.00003 - [INFO] - [E:228| 500]: Train Loss:0.0011214, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:46:36,554 - yago11k_0.00003 - [INFO] - [E:228| 600]: Train Loss:0.0011213, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:46:36,554 - yago11k_0.00003 - [INFO] - [Epoch:228]: Training Loss:0.001121
2023-06-06 07:46:36,860 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 07:46:53,773 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 07:47:10,499 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 228 valid]:
MRR: Tail : 0.41011, Head : 0.23306, Avg : 0.32158
2023-06-06 07:47:10,500 - yago11k_0.00003 - [INFO] - [Epoch 228]: Training Loss: 0.0011213, Valid MRR: 0.32168,
2023-06-06 07:47:11,386 - yago11k_0.00003 - [INFO] - [E:229| 0]: Train Loss:0.0011206, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:48:36,946 - yago11k_0.00003 - [INFO] - [E:229| 100]: Train Loss:0.0011207, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:50:03,464 - yago11k_0.00003 - [INFO] - [E:229| 200]: Train Loss:0.0011209, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:51:29,030 - yago11k_0.00003 - [INFO] - [E:229| 300]: Train Loss:0.0011199, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:52:55,659 - yago11k_0.00003 - [INFO] - [E:229| 400]: Train Loss:0.0011203, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:54:21,176 - yago11k_0.00003 - [INFO] - [E:229| 500]: Train Loss:0.0011211, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:55:46,085 - yago11k_0.00003 - [INFO] - [E:229| 600]: Train Loss:0.0011211, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:55:46,086 - yago11k_0.00003 - [INFO] - [Epoch:229]: Training Loss:0.001121
2023-06-06 07:55:46,401 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 07:56:03,373 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 07:56:20,037 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 229 valid]:
MRR: Tail : 0.40901, Head : 0.23331, Avg : 0.32116
MR: Tail : 596.49, Head : 936.51, Avg : 766.5
Hit-1: Tail : 0.32315, Head : 0.19116, Avg : 0.25715
Hit-3: Tail : 0.43859, Head : 0.22992, Avg : 0.33426
Hit-10: Tail : 0.58391, Head : 0.31467, Avg : 0.44929
2023-06-06 07:56:20,043 - yago11k_0.00003 - [INFO] - [Epoch 229]: Training Loss: 0.0011211, Valid MRR: 0.32168,
2023-06-06 07:56:20,947 - yago11k_0.00003 - [INFO] - [E:230| 0]: Train Loss:0.0011344, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:57:47,590 - yago11k_0.00003 - [INFO] - [E:230| 100]: Train Loss:0.0011221, Val MRR:0.32168, yago11k_0.00003
2023-06-06 07:59:13,456 - yago11k_0.00003 - [INFO] - [E:230| 200]: Train Loss:0.0011217, Val MRR:0.32168, yago11k_0.00003
2023-06-06 08:00:38,946 - yago11k_0.00003 - [INFO] - [E:230| 300]: Train Loss:0.0011209, Val MRR:0.32168, yago11k_0.00003
2023-06-06 08:02:05,530 - yago11k_0.00003 - [INFO] - [E:230| 400]: Train Loss:0.0011201, Val MRR:0.32168, yago11k_0.00003
2023-06-06 08:03:31,091 - yago11k_0.00003 - [INFO] - [E:230| 500]: Train Loss:0.0011204, Val MRR:0.32168, yago11k_0.00003
2023-06-06 08:04:56,030 - yago11k_0.00003 - [INFO] - [E:230| 600]: Train Loss:0.0011207, Val MRR:0.32168, yago11k_0.00003
2023-06-06 08:04:56,031 - yago11k_0.00003 - [INFO] - [Epoch:230]: Training Loss:0.001121
2023-06-06 08:04:56,347 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 08:05:13,653 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 08:05:30,753 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 230 valid]:
MRR: Tail : 0.41301, Head : 0.23282, Avg : 0.32292
2023-06-06 08:05:31,889 - yago11k_0.00003 - [INFO] - [Epoch 230]: Training Loss: 0.0011207, Valid MRR: 0.32292,
2023-06-06 08:05:32,795 - yago11k_0.00003 - [INFO] - [E:231| 0]: Train Loss:0.0011048, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:06:58,996 - yago11k_0.00003 - [INFO] - [E:231| 100]: Train Loss:0.0011189, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:08:24,932 - yago11k_0.00003 - [INFO] - [E:231| 200]: Train Loss:0.0011198, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:09:50,512 - yago11k_0.00003 - [INFO] - [E:231| 300]: Train Loss:0.0011195, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:11:17,068 - yago11k_0.00003 - [INFO] - [E:231| 400]: Train Loss:0.0011201, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:12:42,598 - yago11k_0.00003 - [INFO] - [E:231| 500]: Train Loss:0.00112, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:14:07,366 - yago11k_0.00003 - [INFO] - [E:231| 600]: Train Loss:0.0011204, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:14:07,367 - yago11k_0.00003 - [INFO] - [Epoch:231]: Training Loss:0.00112
2023-06-06 08:14:07,637 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 08:14:24,549 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 08:14:41,331 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 231 valid]:
MRR: Tail : 0.40571, Head : 0.23247, Avg : 0.31909
2023-06-06 08:14:41,331 - yago11k_0.00003 - [INFO] - [Epoch 231]: Training Loss: 0.0011204, Valid MRR: 0.32292,
2023-06-06 08:14:42,234 - yago11k_0.00003 - [INFO] - [E:232| 0]: Train Loss:0.0011213, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:16:08,845 - yago11k_0.00003 - [INFO] - [E:232| 100]: Train Loss:0.0011194, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:17:34,337 - yago11k_0.00003 - [INFO] - [E:232| 200]: Train Loss:0.0011188, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:18:59,864 - yago11k_0.00003 - [INFO] - [E:232| 300]: Train Loss:0.0011205, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:20:26,473 - yago11k_0.00003 - [INFO] - [E:232| 400]: Train Loss:0.0011203, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:21:51,959 - yago11k_0.00003 - [INFO] - [E:232| 500]: Train Loss:0.0011205, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:23:17,535 - yago11k_0.00003 - [INFO] - [E:232| 600]: Train Loss:0.0011204, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:23:17,535 - yago11k_0.00003 - [INFO] - [Epoch:232]: Training Loss:0.00112
2023-06-06 08:23:17,804 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 08:23:33,903 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 08:23:50,679 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 232 valid]:
MRR: Tail : 0.40306, Head : 0.23314, Avg : 0.3181
2023-06-06 08:23:50,679 - yago11k_0.00003 - [INFO] - [Epoch 232]: Training Loss: 0.0011204, Valid MRR: 0.32292,
2023-06-06 08:23:51,568 - yago11k_0.00003 - [INFO] - [E:233| 0]: Train Loss:0.0011219, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:25:18,232 - yago11k_0.00003 - [INFO] - [E:233| 100]: Train Loss:0.00112, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:26:43,684 - yago11k_0.00003 - [INFO] - [E:233| 200]: Train Loss:0.0011218, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:28:09,693 - yago11k_0.00003 - [INFO] - [E:233| 300]: Train Loss:0.0011205, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:29:36,428 - yago11k_0.00003 - [INFO] - [E:233| 400]: Train Loss:0.0011204, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:31:01,301 - yago11k_0.00003 - [INFO] - [E:233| 500]: Train Loss:0.0011203, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:32:27,385 - yago11k_0.00003 - [INFO] - [E:233| 600]: Train Loss:0.0011201, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:32:27,386 - yago11k_0.00003 - [INFO] - [Epoch:233]: Training Loss:0.00112
2023-06-06 08:32:27,695 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 08:32:43,552 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 08:32:59,001 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 233 valid]:
MRR: Tail : 0.40789, Head : 0.23159, Avg : 0.31974
2023-06-06 08:32:59,001 - yago11k_0.00003 - [INFO] - [Epoch 233]: Training Loss: 0.0011201, Valid MRR: 0.32292,
2023-06-06 08:32:59,905 - yago11k_0.00003 - [INFO] - [E:234| 0]: Train Loss:0.001133, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:34:26,538 - yago11k_0.00003 - [INFO] - [E:234| 100]: Train Loss:0.0011198, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:35:52,012 - yago11k_0.00003 - [INFO] - [E:234| 200]: Train Loss:0.0011206, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:37:18,262 - yago11k_0.00003 - [INFO] - [E:234| 300]: Train Loss:0.0011197, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:38:44,004 - yago11k_0.00003 - [INFO] - [E:234| 400]: Train Loss:0.0011196, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:40:09,478 - yago11k_0.00003 - [INFO] - [E:234| 500]: Train Loss:0.0011197, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:41:35,557 - yago11k_0.00003 - [INFO] - [E:234| 600]: Train Loss:0.0011201, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:41:35,558 - yago11k_0.00003 - [INFO] - [Epoch:234]: Training Loss:0.00112
2023-06-06 08:41:35,869 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 08:41:52,863 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 08:42:08,288 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 234 valid]:
MRR: Tail : 0.41377, Head : 0.23174, Avg : 0.32275
2023-06-06 08:42:08,289 - yago11k_0.00003 - [INFO] - [Epoch 234]: Training Loss: 0.0011201, Valid MRR: 0.32292,
2023-06-06 08:42:09,157 - yago11k_0.00003 - [INFO] - [E:235| 0]: Train Loss:0.0011187, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:43:35,798 - yago11k_0.00003 - [INFO] - [E:235| 100]: Train Loss:0.0011203, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:45:01,132 - yago11k_0.00003 - [INFO] - [E:235| 200]: Train Loss:0.0011195, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:46:27,674 - yago11k_0.00003 - [INFO] - [E:235| 300]: Train Loss:0.0011195, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:47:53,079 - yago11k_0.00003 - [INFO] - [E:235| 400]: Train Loss:0.0011197, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:49:18,461 - yago11k_0.00003 - [INFO] - [E:235| 500]: Train Loss:0.0011201, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:50:44,463 - yago11k_0.00003 - [INFO] - [E:235| 600]: Train Loss:0.0011202, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:50:44,464 - yago11k_0.00003 - [INFO] - [Epoch:235]: Training Loss:0.00112
2023-06-06 08:50:44,780 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 08:51:01,758 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 08:51:18,021 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 235 valid]:
MRR: Tail : 0.41017, Head : 0.23322, Avg : 0.32169
2023-06-06 08:51:18,021 - yago11k_0.00003 - [INFO] - [Epoch 235]: Training Loss: 0.0011202, Valid MRR: 0.32292,
2023-06-06 08:51:18,830 - yago11k_0.00003 - [INFO] - [E:236| 0]: Train Loss:0.0011511, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:52:44,844 - yago11k_0.00003 - [INFO] - [E:236| 100]: Train Loss:0.0011214, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:54:10,317 - yago11k_0.00003 - [INFO] - [E:236| 200]: Train Loss:0.0011201, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:55:36,937 - yago11k_0.00003 - [INFO] - [E:236| 300]: Train Loss:0.0011202, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:57:02,394 - yago11k_0.00003 - [INFO] - [E:236| 400]: Train Loss:0.0011198, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:58:28,252 - yago11k_0.00003 - [INFO] - [E:236| 500]: Train Loss:0.0011194, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:59:54,384 - yago11k_0.00003 - [INFO] - [E:236| 600]: Train Loss:0.0011198, Val MRR:0.32292, yago11k_0.00003
2023-06-06 08:59:54,385 - yago11k_0.00003 - [INFO] - [Epoch:236]: Training Loss:0.00112
2023-06-06 08:59:54,705 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 09:00:11,970 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 09:00:29,026 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 236 valid]:
MRR: Tail : 0.41066, Head : 0.2317, Avg : 0.32118
2023-06-06 09:00:29,026 - yago11k_0.00003 - [INFO] - [Epoch 236]: Training Loss: 0.0011198, Valid MRR: 0.32292,
2023-06-06 09:00:29,933 - yago11k_0.00003 - [INFO] - [E:237| 0]: Train Loss:0.0011219, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:01:55,461 - yago11k_0.00003 - [INFO] - [E:237| 100]: Train Loss:0.0011182, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:03:21,035 - yago11k_0.00003 - [INFO] - [E:237| 200]: Train Loss:0.0011191, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:04:47,629 - yago11k_0.00003 - [INFO] - [E:237| 300]: Train Loss:0.0011193, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:06:13,152 - yago11k_0.00003 - [INFO] - [E:237| 400]: Train Loss:0.0011195, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:07:39,040 - yago11k_0.00003 - [INFO] - [E:237| 500]: Train Loss:0.0011192, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:09:04,772 - yago11k_0.00003 - [INFO] - [E:237| 600]: Train Loss:0.0011198, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:09:04,772 - yago11k_0.00003 - [INFO] - [Epoch:237]: Training Loss:0.00112
2023-06-06 09:09:05,092 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 09:09:22,401 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 09:09:39,468 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 237 valid]:
MRR: Tail : 0.4075, Head : 0.233, Avg : 0.32025
2023-06-06 09:09:39,468 - yago11k_0.00003 - [INFO] - [Epoch 237]: Training Loss: 0.0011198, Valid MRR: 0.32292,
2023-06-06 09:09:40,347 - yago11k_0.00003 - [INFO] - [E:238| 0]: Train Loss:0.0011129, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:11:05,911 - yago11k_0.00003 - [INFO] - [E:238| 100]: Train Loss:0.0011213, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:12:31,379 - yago11k_0.00003 - [INFO] - [E:238| 200]: Train Loss:0.0011201, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:13:57,920 - yago11k_0.00003 - [INFO] - [E:238| 300]: Train Loss:0.0011201, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:15:23,221 - yago11k_0.00003 - [INFO] - [E:238| 400]: Train Loss:0.0011196, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:16:49,309 - yago11k_0.00003 - [INFO] - [E:238| 500]: Train Loss:0.0011193, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:18:14,503 - yago11k_0.00003 - [INFO] - [E:238| 600]: Train Loss:0.0011195, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:18:14,503 - yago11k_0.00003 - [INFO] - [Epoch:238]: Training Loss:0.00112
2023-06-06 09:18:14,826 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 09:18:31,792 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 09:18:48,514 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 238 valid]:
MRR: Tail : 0.40801, Head : 0.23357, Avg : 0.32079
2023-06-06 09:18:48,514 - yago11k_0.00003 - [INFO] - [Epoch 238]: Training Loss: 0.0011195, Valid MRR: 0.32292,
2023-06-06 09:18:49,403 - yago11k_0.00003 - [INFO] - [E:239| 0]: Train Loss:0.0011383, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:20:14,747 - yago11k_0.00003 - [INFO] - [E:239| 100]: Train Loss:0.0011181, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:21:40,142 - yago11k_0.00003 - [INFO] - [E:239| 200]: Train Loss:0.001119, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:23:06,778 - yago11k_0.00003 - [INFO] - [E:239| 300]: Train Loss:0.0011193, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:24:32,360 - yago11k_0.00003 - [INFO] - [E:239| 400]: Train Loss:0.0011194, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:25:58,943 - yago11k_0.00003 - [INFO] - [E:239| 500]: Train Loss:0.0011192, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:27:23,925 - yago11k_0.00003 - [INFO] - [E:239| 600]: Train Loss:0.0011195, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:27:23,925 - yago11k_0.00003 - [INFO] - [Epoch:239]: Training Loss:0.001119
2023-06-06 09:27:24,239 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 09:27:41,196 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 09:27:58,024 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 239 valid]:
MRR: Tail : 0.41125, Head : 0.23386, Avg : 0.32255
MR: Tail : 612.15, Head : 948.95, Avg : 780.55
Hit-1: Tail : 0.32717, Head : 0.192, Avg : 0.25959
Hit-3: Tail : 0.44471, Head : 0.23006, Avg : 0.33739
Hit-10: Tail : 0.58169, Head : 0.31717, Avg : 0.44943
2023-06-06 09:27:58,024 - yago11k_0.00003 - [INFO] - [Epoch 239]: Training Loss: 0.0011195, Valid MRR: 0.32292,
2023-06-06 09:27:58,900 - yago11k_0.00003 - [INFO] - [E:240| 0]: Train Loss:0.0011042, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:29:25,020 - yago11k_0.00003 - [INFO] - [E:240| 100]: Train Loss:0.0011177, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:30:51,013 - yago11k_0.00003 - [INFO] - [E:240| 200]: Train Loss:0.0011188, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:32:17,140 - yago11k_0.00003 - [INFO] - [E:240| 300]: Train Loss:0.0011192, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:33:42,707 - yago11k_0.00003 - [INFO] - [E:240| 400]: Train Loss:0.0011188, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:35:09,337 - yago11k_0.00003 - [INFO] - [E:240| 500]: Train Loss:0.0011189, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:36:34,307 - yago11k_0.00003 - [INFO] - [E:240| 600]: Train Loss:0.0011191, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:36:34,307 - yago11k_0.00003 - [INFO] - [Epoch:240]: Training Loss:0.001119
2023-06-06 09:36:34,621 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 09:36:51,922 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 09:37:09,014 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 240 valid]:
MRR: Tail : 0.40743, Head : 0.23287, Avg : 0.32015
2023-06-06 09:37:09,014 - yago11k_0.00003 - [INFO] - [Epoch 240]: Training Loss: 0.0011191, Valid MRR: 0.32292,
2023-06-06 09:37:09,889 - yago11k_0.00003 - [INFO] - [E:241| 0]: Train Loss:0.0011193, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:38:35,531 - yago11k_0.00003 - [INFO] - [E:241| 100]: Train Loss:0.0011195, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:40:01,818 - yago11k_0.00003 - [INFO] - [E:241| 200]: Train Loss:0.0011177, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:41:27,745 - yago11k_0.00003 - [INFO] - [E:241| 300]: Train Loss:0.0011182, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:42:53,290 - yago11k_0.00003 - [INFO] - [E:241| 400]: Train Loss:0.0011183, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:44:20,449 - yago11k_0.00003 - [INFO] - [E:241| 500]: Train Loss:0.0011188, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:45:45,433 - yago11k_0.00003 - [INFO] - [E:241| 600]: Train Loss:0.0011189, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:45:45,433 - yago11k_0.00003 - [INFO] - [Epoch:241]: Training Loss:0.001119
2023-06-06 09:45:45,740 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 09:46:02,677 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 09:46:19,348 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 241 valid]:
MRR: Tail : 0.40696, Head : 0.23298, Avg : 0.31997
2023-06-06 09:46:19,348 - yago11k_0.00003 - [INFO] - [Epoch 241]: Training Loss: 0.0011189, Valid MRR: 0.32292,
2023-06-06 09:46:20,223 - yago11k_0.00003 - [INFO] - [E:242| 0]: Train Loss:0.0011334, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:47:45,637 - yago11k_0.00003 - [INFO] - [E:242| 100]: Train Loss:0.0011194, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:49:12,258 - yago11k_0.00003 - [INFO] - [E:242| 200]: Train Loss:0.0011196, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:50:37,863 - yago11k_0.00003 - [INFO] - [E:242| 300]: Train Loss:0.0011192, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:52:03,535 - yago11k_0.00003 - [INFO] - [E:242| 400]: Train Loss:0.0011186, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:53:30,269 - yago11k_0.00003 - [INFO] - [E:242| 500]: Train Loss:0.0011187, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:54:55,253 - yago11k_0.00003 - [INFO] - [E:242| 600]: Train Loss:0.0011192, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:54:55,253 - yago11k_0.00003 - [INFO] - [Epoch:242]: Training Loss:0.001119
2023-06-06 09:54:55,561 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 09:55:12,493 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 09:55:29,219 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 242 valid]:
MRR: Tail : 0.41095, Head : 0.23436, Avg : 0.32265
2023-06-06 09:55:29,219 - yago11k_0.00003 - [INFO] - [Epoch 242]: Training Loss: 0.0011192, Valid MRR: 0.32292,
2023-06-06 09:55:30,104 - yago11k_0.00003 - [INFO] - [E:243| 0]: Train Loss:0.0011319, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:56:55,551 - yago11k_0.00003 - [INFO] - [E:243| 100]: Train Loss:0.0011197, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:58:22,455 - yago11k_0.00003 - [INFO] - [E:243| 200]: Train Loss:0.0011191, Val MRR:0.32292, yago11k_0.00003
2023-06-06 09:59:48,540 - yago11k_0.00003 - [INFO] - [E:243| 300]: Train Loss:0.0011196, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:01:13,973 - yago11k_0.00003 - [INFO] - [E:243| 400]: Train Loss:0.0011192, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:02:40,668 - yago11k_0.00003 - [INFO] - [E:243| 500]: Train Loss:0.0011188, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:04:05,642 - yago11k_0.00003 - [INFO] - [E:243| 600]: Train Loss:0.0011189, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:04:05,642 - yago11k_0.00003 - [INFO] - [Epoch:243]: Training Loss:0.001119
2023-06-06 10:04:05,957 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 10:04:22,967 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 10:04:39,776 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 243 valid]:
MRR: Tail : 0.41127, Head : 0.23304, Avg : 0.32216
2023-06-06 10:04:39,776 - yago11k_0.00003 - [INFO] - [Epoch 243]: Training Loss: 0.0011189, Valid MRR: 0.32292,
2023-06-06 10:04:40,680 - yago11k_0.00003 - [INFO] - [E:244| 0]: Train Loss:0.0011897, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:06:06,199 - yago11k_0.00003 - [INFO] - [E:244| 100]: Train Loss:0.0011193, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:07:32,930 - yago11k_0.00003 - [INFO] - [E:244| 200]: Train Loss:0.0011184, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:08:58,483 - yago11k_0.00003 - [INFO] - [E:244| 300]: Train Loss:0.0011187, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:10:06,381 - yago11k_0.00003 - [INFO] - [E:244| 400]: Train Loss:0.0011189, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:11:10,394 - yago11k_0.00003 - [INFO] - [E:244| 500]: Train Loss:0.0011184, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:12:14,979 - yago11k_0.00003 - [INFO] - [E:244| 600]: Train Loss:0.0011189, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:12:14,979 - yago11k_0.00003 - [INFO] - [Epoch:244]: Training Loss:0.001119
2023-06-06 10:12:15,202 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 10:12:27,865 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 10:12:39,967 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 244 valid]:
MRR: Tail : 0.40975, Head : 0.23304, Avg : 0.32139
2023-06-06 10:12:39,967 - yago11k_0.00003 - [INFO] - [Epoch 244]: Training Loss: 0.0011189, Valid MRR: 0.32292,
2023-06-06 10:12:40,612 - yago11k_0.00003 - [INFO] - [E:245| 0]: Train Loss:0.0011292, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:13:52,580 - yago11k_0.00003 - [INFO] - [E:245| 100]: Train Loss:0.0011191, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:15:19,510 - yago11k_0.00003 - [INFO] - [E:245| 200]: Train Loss:0.0011182, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:16:29,968 - yago11k_0.00003 - [INFO] - [E:245| 300]: Train Loss:0.0011177, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:17:33,926 - yago11k_0.00003 - [INFO] - [E:245| 400]: Train Loss:0.0011179, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:18:37,917 - yago11k_0.00003 - [INFO] - [E:245| 500]: Train Loss:0.0011183, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:19:41,467 - yago11k_0.00003 - [INFO] - [E:245| 600]: Train Loss:0.0011185, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:19:41,467 - yago11k_0.00003 - [INFO] - [Epoch:245]: Training Loss:0.001119
2023-06-06 10:19:41,682 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 10:19:53,788 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 10:20:05,766 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 245 valid]:
MRR: Tail : 0.40517, Head : 0.23473, Avg : 0.31995
2023-06-06 10:20:05,766 - yago11k_0.00003 - [INFO] - [Epoch 245]: Training Loss: 0.0011185, Valid MRR: 0.32292,
2023-06-06 10:20:06,412 - yago11k_0.00003 - [INFO] - [E:246| 0]: Train Loss:0.0011179, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:21:11,594 - yago11k_0.00003 - [INFO] - [E:246| 100]: Train Loss:0.0011164, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:22:38,434 - yago11k_0.00003 - [INFO] - [E:246| 200]: Train Loss:0.0011173, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:23:56,432 - yago11k_0.00003 - [INFO] - [E:246| 300]: Train Loss:0.0011172, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:25:01,192 - yago11k_0.00003 - [INFO] - [E:246| 400]: Train Loss:0.0011168, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:26:26,441 - yago11k_0.00003 - [INFO] - [E:246| 500]: Train Loss:0.0011177, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:27:49,092 - yago11k_0.00003 - [INFO] - [E:246| 600]: Train Loss:0.0011184, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:27:49,093 - yago11k_0.00003 - [INFO] - [Epoch:246]: Training Loss:0.001118
2023-06-06 10:27:49,416 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 10:28:06,532 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 10:28:23,277 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 246 valid]:
MRR: Tail : 0.41185, Head : 0.23167, Avg : 0.32176
2023-06-06 10:28:23,278 - yago11k_0.00003 - [INFO] - [Epoch 246]: Training Loss: 0.0011184, Valid MRR: 0.32292,
2023-06-06 10:28:24,155 - yago11k_0.00003 - [INFO] - [E:247| 0]: Train Loss:0.0011209, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:29:50,517 - yago11k_0.00003 - [INFO] - [E:247| 100]: Train Loss:0.0011177, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:31:16,436 - yago11k_0.00003 - [INFO] - [E:247| 200]: Train Loss:0.0011192, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:32:41,225 - yago11k_0.00003 - [INFO] - [E:247| 300]: Train Loss:0.0011187, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:34:07,564 - yago11k_0.00003 - [INFO] - [E:247| 400]: Train Loss:0.0011182, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:35:32,742 - yago11k_0.00003 - [INFO] - [E:247| 500]: Train Loss:0.0011186, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:36:57,279 - yago11k_0.00003 - [INFO] - [E:247| 600]: Train Loss:0.0011181, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:36:57,280 - yago11k_0.00003 - [INFO] - [Epoch:247]: Training Loss:0.001118
2023-06-06 10:36:57,593 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 10:37:14,559 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 10:37:31,340 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 247 valid]:
MRR: Tail : 0.41036, Head : 0.2322, Avg : 0.32128
2023-06-06 10:37:31,340 - yago11k_0.00003 - [INFO] - [Epoch 247]: Training Loss: 0.0011181, Valid MRR: 0.32292,
2023-06-06 10:37:32,222 - yago11k_0.00003 - [INFO] - [E:248| 0]: Train Loss:0.0011139, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:38:58,864 - yago11k_0.00003 - [INFO] - [E:248| 100]: Train Loss:0.001117, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:40:24,260 - yago11k_0.00003 - [INFO] - [E:248| 200]: Train Loss:0.001118, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:41:49,809 - yago11k_0.00003 - [INFO] - [E:248| 300]: Train Loss:0.0011179, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:43:16,484 - yago11k_0.00003 - [INFO] - [E:248| 400]: Train Loss:0.0011178, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:44:41,768 - yago11k_0.00003 - [INFO] - [E:248| 500]: Train Loss:0.0011181, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:46:07,359 - yago11k_0.00003 - [INFO] - [E:248| 600]: Train Loss:0.0011181, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:46:07,360 - yago11k_0.00003 - [INFO] - [Epoch:248]: Training Loss:0.001118
2023-06-06 10:46:07,649 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 10:46:23,484 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 10:46:40,170 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 248 valid]:
MRR: Tail : 0.41193, Head : 0.23212, Avg : 0.32202
2023-06-06 10:46:40,170 - yago11k_0.00003 - [INFO] - [Epoch 248]: Training Loss: 0.0011181, Valid MRR: 0.32292,
2023-06-06 10:46:41,067 - yago11k_0.00003 - [INFO] - [E:249| 0]: Train Loss:0.0011215, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:48:08,037 - yago11k_0.00003 - [INFO] - [E:249| 100]: Train Loss:0.001116, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:49:33,185 - yago11k_0.00003 - [INFO] - [E:249| 200]: Train Loss:0.0011165, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:50:58,554 - yago11k_0.00003 - [INFO] - [E:249| 300]: Train Loss:0.0011168, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:52:25,263 - yago11k_0.00003 - [INFO] - [E:249| 400]: Train Loss:0.0011171, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:53:50,596 - yago11k_0.00003 - [INFO] - [E:249| 500]: Train Loss:0.0011176, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:55:16,693 - yago11k_0.00003 - [INFO] - [E:249| 600]: Train Loss:0.0011176, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:55:16,694 - yago11k_0.00003 - [INFO] - [Epoch:249]: Training Loss:0.001118
2023-06-06 10:55:17,005 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 10:55:33,096 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 10:55:49,299 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 249 valid]:
MRR: Tail : 0.40792, Head : 0.23119, Avg : 0.31956
MR: Tail : 639.81, Head : 962.35, Avg : 801.08
Hit-1: Tail : 0.32092, Head : 0.19047, Avg : 0.2557
Hit-3: Tail : 0.44624, Head : 0.22617, Avg : 0.3362
Hit-10: Tail : 0.57641, Head : 0.31495, Avg : 0.44568
2023-06-06 10:55:49,299 - yago11k_0.00003 - [INFO] - [Epoch 249]: Training Loss: 0.0011176, Valid MRR: 0.32292,
2023-06-06 10:55:50,196 - yago11k_0.00003 - [INFO] - [E:250| 0]: Train Loss:0.0011116, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:57:16,877 - yago11k_0.00003 - [INFO] - [E:250| 100]: Train Loss:0.0011168, Val MRR:0.32292, yago11k_0.00003
2023-06-06 10:58:42,260 - yago11k_0.00003 - [INFO] - [E:250| 200]: Train Loss:0.0011174, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:00:08,608 - yago11k_0.00003 - [INFO] - [E:250| 300]: Train Loss:0.0011171, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:01:34,696 - yago11k_0.00003 - [INFO] - [E:250| 400]: Train Loss:0.0011184, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:03:00,290 - yago11k_0.00003 - [INFO] - [E:250| 500]: Train Loss:0.0011178, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:04:26,389 - yago11k_0.00003 - [INFO] - [E:250| 600]: Train Loss:0.0011181, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:04:26,390 - yago11k_0.00003 - [INFO] - [Epoch:250]: Training Loss:0.001118
2023-06-06 11:04:26,704 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 11:04:43,735 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 11:04:59,160 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 250 valid]:
MRR: Tail : 0.40685, Head : 0.23213, Avg : 0.31949
2023-06-06 11:04:59,160 - yago11k_0.00003 - [INFO] - [Epoch 250]: Training Loss: 0.0011181, Valid MRR: 0.32292,
2023-06-06 11:04:59,968 - yago11k_0.00003 - [INFO] - [E:251| 0]: Train Loss:0.0011198, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:06:26,749 - yago11k_0.00003 - [INFO] - [E:251| 100]: Train Loss:0.0011184, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:07:52,183 - yago11k_0.00003 - [INFO] - [E:251| 200]: Train Loss:0.001118, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:09:18,880 - yago11k_0.00003 - [INFO] - [E:251| 300]: Train Loss:0.0011176, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:10:44,515 - yago11k_0.00003 - [INFO] - [E:251| 400]: Train Loss:0.0011183, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:12:10,092 - yago11k_0.00003 - [INFO] - [E:251| 500]: Train Loss:0.0011178, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:13:36,216 - yago11k_0.00003 - [INFO] - [E:251| 600]: Train Loss:0.0011175, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:13:36,217 - yago11k_0.00003 - [INFO] - [Epoch:251]: Training Loss:0.001118
2023-06-06 11:13:36,531 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 11:13:53,497 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 11:14:09,813 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 251 valid]:
MRR: Tail : 0.40931, Head : 0.23227, Avg : 0.32079
2023-06-06 11:14:09,813 - yago11k_0.00003 - [INFO] - [Epoch 251]: Training Loss: 0.0011175, Valid MRR: 0.32292,
2023-06-06 11:14:10,620 - yago11k_0.00003 - [INFO] - [E:252| 0]: Train Loss:0.0011136, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:15:36,459 - yago11k_0.00003 - [INFO] - [E:252| 100]: Train Loss:0.0011179, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:17:02,304 - yago11k_0.00003 - [INFO] - [E:252| 200]: Train Loss:0.0011173, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:18:29,176 - yago11k_0.00003 - [INFO] - [E:252| 300]: Train Loss:0.0011168, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:19:54,645 - yago11k_0.00003 - [INFO] - [E:252| 400]: Train Loss:0.0011173, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:21:20,280 - yago11k_0.00003 - [INFO] - [E:252| 500]: Train Loss:0.0011169, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:22:46,373 - yago11k_0.00003 - [INFO] - [E:252| 600]: Train Loss:0.0011176, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:22:46,374 - yago11k_0.00003 - [INFO] - [Epoch:252]: Training Loss:0.001118
2023-06-06 11:22:46,687 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 11:23:03,960 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 11:23:21,001 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 252 valid]:
MRR: Tail : 0.40501, Head : 0.23249, Avg : 0.31875
2023-06-06 11:23:21,002 - yago11k_0.00003 - [INFO] - [Epoch 252]: Training Loss: 0.0011176, Valid MRR: 0.32292,
2023-06-06 11:23:21,875 - yago11k_0.00003 - [INFO] - [E:253| 0]: Train Loss:0.0011358, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:24:47,439 - yago11k_0.00003 - [INFO] - [E:253| 100]: Train Loss:0.0011162, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:26:13,013 - yago11k_0.00003 - [INFO] - [E:253| 200]: Train Loss:0.0011157, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:27:39,663 - yago11k_0.00003 - [INFO] - [E:253| 300]: Train Loss:0.0011166, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:29:05,156 - yago11k_0.00003 - [INFO] - [E:253| 400]: Train Loss:0.001117, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:30:31,123 - yago11k_0.00003 - [INFO] - [E:253| 500]: Train Loss:0.0011174, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:31:57,023 - yago11k_0.00003 - [INFO] - [E:253| 600]: Train Loss:0.0011175, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:31:57,023 - yago11k_0.00003 - [INFO] - [Epoch:253]: Training Loss:0.001117
2023-06-06 11:31:57,331 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 11:32:14,314 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 11:32:31,019 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 253 valid]:
MRR: Tail : 0.40805, Head : 0.23187, Avg : 0.31996
2023-06-06 11:32:31,019 - yago11k_0.00003 - [INFO] - [Epoch 253]: Training Loss: 0.0011175, Valid MRR: 0.32292,
2023-06-06 11:32:31,896 - yago11k_0.00003 - [INFO] - [E:254| 0]: Train Loss:0.0010974, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:33:57,361 - yago11k_0.00003 - [INFO] - [E:254| 100]: Train Loss:0.0011135, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:35:22,910 - yago11k_0.00003 - [INFO] - [E:254| 200]: Train Loss:0.0011161, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:36:49,600 - yago11k_0.00003 - [INFO] - [E:254| 300]: Train Loss:0.0011161, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:38:14,855 - yago11k_0.00003 - [INFO] - [E:254| 400]: Train Loss:0.0011165, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:39:41,497 - yago11k_0.00003 - [INFO] - [E:254| 500]: Train Loss:0.0011163, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:41:06,400 - yago11k_0.00003 - [INFO] - [E:254| 600]: Train Loss:0.0011167, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:41:06,400 - yago11k_0.00003 - [INFO] - [Epoch:254]: Training Loss:0.001117
2023-06-06 11:41:06,712 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 11:41:23,728 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 11:41:40,489 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 254 valid]:
MRR: Tail : 0.41, Head : 0.23194, Avg : 0.32097
2023-06-06 11:41:40,489 - yago11k_0.00003 - [INFO] - [Epoch 254]: Training Loss: 0.0011167, Valid MRR: 0.32292,
2023-06-06 11:41:41,384 - yago11k_0.00003 - [INFO] - [E:255| 0]: Train Loss:0.0011155, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:43:06,882 - yago11k_0.00003 - [INFO] - [E:255| 100]: Train Loss:0.0011162, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:44:32,726 - yago11k_0.00003 - [INFO] - [E:255| 200]: Train Loss:0.0011162, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:45:59,112 - yago11k_0.00003 - [INFO] - [E:255| 300]: Train Loss:0.0011166, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:47:25,142 - yago11k_0.00003 - [INFO] - [E:255| 400]: Train Loss:0.0011165, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:48:51,852 - yago11k_0.00003 - [INFO] - [E:255| 500]: Train Loss:0.0011166, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:50:16,575 - yago11k_0.00003 - [INFO] - [E:255| 600]: Train Loss:0.0011169, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:50:16,576 - yago11k_0.00003 - [INFO] - [Epoch:255]: Training Loss:0.001117
2023-06-06 11:50:16,893 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 11:50:33,889 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 11:50:50,622 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 255 valid]:
MRR: Tail : 0.40758, Head : 0.23406, Avg : 0.32082
2023-06-06 11:50:50,622 - yago11k_0.00003 - [INFO] - [Epoch 255]: Training Loss: 0.0011169, Valid MRR: 0.32292,
2023-06-06 11:50:51,494 - yago11k_0.00003 - [INFO] - [E:256| 0]: Train Loss:0.0011061, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:52:16,729 - yago11k_0.00003 - [INFO] - [E:256| 100]: Train Loss:0.0011161, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:53:43,292 - yago11k_0.00003 - [INFO] - [E:256| 200]: Train Loss:0.0011162, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:55:08,839 - yago11k_0.00003 - [INFO] - [E:256| 300]: Train Loss:0.0011164, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:56:34,361 - yago11k_0.00003 - [INFO] - [E:256| 400]: Train Loss:0.0011172, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:58:00,954 - yago11k_0.00003 - [INFO] - [E:256| 500]: Train Loss:0.001117, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:59:25,933 - yago11k_0.00003 - [INFO] - [E:256| 600]: Train Loss:0.0011171, Val MRR:0.32292, yago11k_0.00003
2023-06-06 11:59:25,934 - yago11k_0.00003 - [INFO] - [Epoch:256]: Training Loss:0.001117
2023-06-06 11:59:26,244 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 11:59:43,182 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 11:59:59,990 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 256 valid]:
MRR: Tail : 0.40924, Head : 0.2328, Avg : 0.32102
2023-06-06 11:59:59,990 - yago11k_0.00003 - [INFO] - [Epoch 256]: Training Loss: 0.0011171, Valid MRR: 0.32292,
2023-06-06 12:00:00,886 - yago11k_0.00003 - [INFO] - [E:257| 0]: Train Loss:0.0011495, Val MRR:0.32292, yago11k_0.00003
2023-06-06 12:01:26,458 - yago11k_0.00003 - [INFO] - [E:257| 100]: Train Loss:0.0011152, Val MRR:0.32292, yago11k_0.00003
2023-06-06 12:02:53,627 - yago11k_0.00003 - [INFO] - [E:257| 200]: Train Loss:0.0011169, Val MRR:0.32292, yago11k_0.00003
2023-06-06 12:04:19,074 - yago11k_0.00003 - [INFO] - [E:257| 300]: Train Loss:0.001117, Val MRR:0.32292, yago11k_0.00003
2023-06-06 12:05:44,575 - yago11k_0.00003 - [INFO] - [E:257| 400]: Train Loss:0.0011172, Val MRR:0.32292, yago11k_0.00003
2023-06-06 12:07:11,244 - yago11k_0.00003 - [INFO] - [E:257| 500]: Train Loss:0.0011172, Val MRR:0.32292, yago11k_0.00003
2023-06-06 12:08:36,122 - yago11k_0.00003 - [INFO] - [E:257| 600]: Train Loss:0.0011171, Val MRR:0.32292, yago11k_0.00003
2023-06-06 12:08:36,122 - yago11k_0.00003 - [INFO] - [Epoch:257]: Training Loss:0.001117
2023-06-06 12:08:36,441 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 12:08:53,446 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 12:09:10,253 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 257 valid]:
MRR: Tail : 0.41217, Head : 0.23428, Avg : 0.32322
2023-06-06 12:09:11,609 - yago11k_0.00003 - [INFO] - [Epoch 257]: Training Loss: 0.0011171, Valid MRR: 0.32322,
2023-06-06 12:09:12,519 - yago11k_0.00003 - [INFO] - [E:258| 0]: Train Loss:0.001111, Val MRR:0.32322, yago11k_0.00003
2023-06-06 12:10:37,827 - yago11k_0.00003 - [INFO] - [E:258| 100]: Train Loss:0.0011159, Val MRR:0.32322, yago11k_0.00003
2023-06-06 12:12:04,430 - yago11k_0.00003 - [INFO] - [E:258| 200]: Train Loss:0.0011172, Val MRR:0.32322, yago11k_0.00003
2023-06-06 12:13:29,809 - yago11k_0.00003 - [INFO] - [E:258| 300]: Train Loss:0.0011171, Val MRR:0.32322, yago11k_0.00003
2023-06-06 12:14:55,080 - yago11k_0.00003 - [INFO] - [E:258| 400]: Train Loss:0.001117, Val MRR:0.32322, yago11k_0.00003
2023-06-06 12:16:21,738 - yago11k_0.00003 - [INFO] - [E:258| 500]: Train Loss:0.0011173, Val MRR:0.32322, yago11k_0.00003
2023-06-06 12:17:47,338 - yago11k_0.00003 - [INFO] - [E:258| 600]: Train Loss:0.0011169, Val MRR:0.32322, yago11k_0.00003
2023-06-06 12:17:47,339 - yago11k_0.00003 - [INFO] - [Epoch:258]: Training Loss:0.001117
2023-06-06 12:17:47,649 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 12:18:04,539 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 12:18:21,284 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 258 valid]:
MRR: Tail : 0.4131, Head : 0.23369, Avg : 0.32339
2023-06-06 12:18:22,903 - yago11k_0.00003 - [INFO] - [Epoch 258]: Training Loss: 0.0011169, Valid MRR: 0.32339,
2023-06-06 12:18:23,801 - yago11k_0.00003 - [INFO] - [E:259| 0]: Train Loss:0.0011077, Val MRR:0.32339, yago11k_0.00003
2023-06-06 12:19:49,224 - yago11k_0.00003 - [INFO] - [E:259| 100]: Train Loss:0.0011158, Val MRR:0.32339, yago11k_0.00003
2023-06-06 12:21:15,756 - yago11k_0.00003 - [INFO] - [E:259| 200]: Train Loss:0.0011165, Val MRR:0.32339, yago11k_0.00003
2023-06-06 12:22:40,985 - yago11k_0.00003 - [INFO] - [E:259| 300]: Train Loss:0.0011162, Val MRR:0.32339, yago11k_0.00003
2023-06-06 12:24:06,816 - yago11k_0.00003 - [INFO] - [E:259| 400]: Train Loss:0.0011167, Val MRR:0.32339, yago11k_0.00003
2023-06-06 12:25:33,030 - yago11k_0.00003 - [INFO] - [E:259| 500]: Train Loss:0.0011166, Val MRR:0.32339, yago11k_0.00003
2023-06-06 12:26:57,911 - yago11k_0.00003 - [INFO] - [E:259| 600]: Train Loss:0.0011169, Val MRR:0.32339, yago11k_0.00003
2023-06-06 12:26:57,911 - yago11k_0.00003 - [INFO] - [Epoch:259]: Training Loss:0.001117
2023-06-06 12:26:58,214 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 12:27:15,232 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 12:27:31,998 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 259 valid]:
MRR: Tail : 0.41179, Head : 0.23437, Avg : 0.32308
MR: Tail : 638.08, Head : 971.9, Avg : 804.99
Hit-1: Tail : 0.32759, Head : 0.19241, Avg : 0.26
Hit-3: Tail : 0.44512, Head : 0.22992, Avg : 0.33752
Hit-10: Tail : 0.5803, Head : 0.31856, Avg : 0.44943
2023-06-06 12:27:31,999 - yago11k_0.00003 - [INFO] - [Epoch 259]: Training Loss: 0.0011169, Valid MRR: 0.32339,
2023-06-06 12:27:32,877 - yago11k_0.00003 - [INFO] - [E:260| 0]: Train Loss:0.0011633, Val MRR:0.32339, yago11k_0.00003
2023-06-06 12:28:58,370 - yago11k_0.00003 - [INFO] - [E:260| 100]: Train Loss:0.001116, Val MRR:0.32339, yago11k_0.00003
2023-06-06 12:30:24,933 - yago11k_0.00003 - [INFO] - [E:260| 200]: Train Loss:0.0011158, Val MRR:0.32339, yago11k_0.00003
2023-06-06 12:31:50,381 - yago11k_0.00003 - [INFO] - [E:260| 300]: Train Loss:0.0011164, Val MRR:0.32339, yago11k_0.00003
2023-06-06 12:33:16,833 - yago11k_0.00003 - [INFO] - [E:260| 400]: Train Loss:0.0011165, Val MRR:0.32339, yago11k_0.00003
2023-06-06 12:34:42,320 - yago11k_0.00003 - [INFO] - [E:260| 500]: Train Loss:0.001116, Val MRR:0.32339, yago11k_0.00003
2023-06-06 12:36:06,962 - yago11k_0.00003 - [INFO] - [E:260| 600]: Train Loss:0.0011164, Val MRR:0.32339, yago11k_0.00003
2023-06-06 12:36:06,962 - yago11k_0.00003 - [INFO] - [Epoch:260]: Training Loss:0.001116
2023-06-06 12:36:07,276 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 12:36:24,300 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 12:36:41,058 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 260 valid]:
MRR: Tail : 0.41262, Head : 0.23607, Avg : 0.32434
2023-06-06 12:36:42,389 - yago11k_0.00003 - [INFO] - [Epoch 260]: Training Loss: 0.0011164, Valid MRR: 0.32434,
2023-06-06 12:36:43,283 - yago11k_0.00003 - [INFO] - [E:261| 0]: Train Loss:0.0011224, Val MRR:0.32434, yago11k_0.00003
2023-06-06 12:38:08,770 - yago11k_0.00003 - [INFO] - [E:261| 100]: Train Loss:0.0011155, Val MRR:0.32434, yago11k_0.00003
2023-06-06 12:39:35,283 - yago11k_0.00003 - [INFO] - [E:261| 200]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003
2023-06-06 12:41:00,743 - yago11k_0.00003 - [INFO] - [E:261| 300]: Train Loss:0.0011151, Val MRR:0.32434, yago11k_0.00003
2023-06-06 12:42:27,271 - yago11k_0.00003 - [INFO] - [E:261| 400]: Train Loss:0.0011158, Val MRR:0.32434, yago11k_0.00003
2023-06-06 12:43:52,723 - yago11k_0.00003 - [INFO] - [E:261| 500]: Train Loss:0.0011162, Val MRR:0.32434, yago11k_0.00003
2023-06-06 12:45:17,391 - yago11k_0.00003 - [INFO] - [E:261| 600]: Train Loss:0.0011164, Val MRR:0.32434, yago11k_0.00003
2023-06-06 12:45:17,391 - yago11k_0.00003 - [INFO] - [Epoch:261]: Training Loss:0.001116
2023-06-06 12:45:17,700 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 12:45:34,683 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 12:45:51,422 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 261 valid]:
MRR: Tail : 0.41303, Head : 0.23533, Avg : 0.32418
2023-06-06 12:45:51,422 - yago11k_0.00003 - [INFO] - [Epoch 261]: Training Loss: 0.0011164, Valid MRR: 0.32434,
2023-06-06 12:45:52,295 - yago11k_0.00003 - [INFO] - [E:262| 0]: Train Loss:0.0011016, Val MRR:0.32434, yago11k_0.00003
2023-06-06 12:47:18,288 - yago11k_0.00003 - [INFO] - [E:262| 100]: Train Loss:0.0011152, Val MRR:0.32434, yago11k_0.00003
2023-06-06 12:48:44,494 - yago11k_0.00003 - [INFO] - [E:262| 200]: Train Loss:0.0011156, Val MRR:0.32434, yago11k_0.00003
2023-06-06 12:50:09,839 - yago11k_0.00003 - [INFO] - [E:262| 300]: Train Loss:0.0011159, Val MRR:0.32434, yago11k_0.00003
2023-06-06 12:51:36,298 - yago11k_0.00003 - [INFO] - [E:262| 400]: Train Loss:0.0011162, Val MRR:0.32434, yago11k_0.00003
2023-06-06 12:53:01,780 - yago11k_0.00003 - [INFO] - [E:262| 500]: Train Loss:0.0011161, Val MRR:0.32434, yago11k_0.00003
2023-06-06 12:54:26,564 - yago11k_0.00003 - [INFO] - [E:262| 600]: Train Loss:0.0011163, Val MRR:0.32434, yago11k_0.00003
2023-06-06 12:54:26,564 - yago11k_0.00003 - [INFO] - [Epoch:262]: Training Loss:0.001116
2023-06-06 12:54:26,878 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 12:54:43,893 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 12:55:00,623 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 262 valid]:
MRR: Tail : 0.41282, Head : 0.23214, Avg : 0.32248
2023-06-06 12:55:00,623 - yago11k_0.00003 - [INFO] - [Epoch 262]: Training Loss: 0.0011163, Valid MRR: 0.32434,
2023-06-06 12:55:01,501 - yago11k_0.00003 - [INFO] - [E:263| 0]: Train Loss:0.0011044, Val MRR:0.32434, yago11k_0.00003
2023-06-06 12:56:28,086 - yago11k_0.00003 - [INFO] - [E:263| 100]: Train Loss:0.0011138, Val MRR:0.32434, yago11k_0.00003
2023-06-06 12:57:53,600 - yago11k_0.00003 - [INFO] - [E:263| 200]: Train Loss:0.0011144, Val MRR:0.32434, yago11k_0.00003
2023-06-06 12:59:19,105 - yago11k_0.00003 - [INFO] - [E:263| 300]: Train Loss:0.0011151, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:00:45,655 - yago11k_0.00003 - [INFO] - [E:263| 400]: Train Loss:0.0011154, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:02:11,156 - yago11k_0.00003 - [INFO] - [E:263| 500]: Train Loss:0.0011158, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:03:36,809 - yago11k_0.00003 - [INFO] - [E:263| 600]: Train Loss:0.0011163, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:03:36,809 - yago11k_0.00003 - [INFO] - [Epoch:263]: Training Loss:0.001116
2023-06-06 13:03:37,084 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 13:03:53,497 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 13:04:10,253 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 263 valid]:
MRR: Tail : 0.40873, Head : 0.23471, Avg : 0.32172
2023-06-06 13:04:10,253 - yago11k_0.00003 - [INFO] - [Epoch 263]: Training Loss: 0.0011163, Valid MRR: 0.32434,
2023-06-06 13:04:11,105 - yago11k_0.00003 - [INFO] - [E:264| 0]: Train Loss:0.001091, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:05:37,547 - yago11k_0.00003 - [INFO] - [E:264| 100]: Train Loss:0.0011152, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:07:02,996 - yago11k_0.00003 - [INFO] - [E:264| 200]: Train Loss:0.0011148, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:08:28,459 - yago11k_0.00003 - [INFO] - [E:264| 300]: Train Loss:0.0011155, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:09:54,988 - yago11k_0.00003 - [INFO] - [E:264| 400]: Train Loss:0.0011161, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:11:20,496 - yago11k_0.00003 - [INFO] - [E:264| 500]: Train Loss:0.0011159, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:12:46,442 - yago11k_0.00003 - [INFO] - [E:264| 600]: Train Loss:0.001116, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:12:46,443 - yago11k_0.00003 - [INFO] - [Epoch:264]: Training Loss:0.001116
2023-06-06 13:12:46,719 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 13:13:02,462 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 13:13:19,473 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 264 valid]:
MRR: Tail : 0.40855, Head : 0.23577, Avg : 0.32216
2023-06-06 13:13:19,473 - yago11k_0.00003 - [INFO] - [Epoch 264]: Training Loss: 0.001116, Valid MRR: 0.32434,
2023-06-06 13:13:20,384 - yago11k_0.00003 - [INFO] - [E:265| 0]: Train Loss:0.0011066, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:14:46,922 - yago11k_0.00003 - [INFO] - [E:265| 100]: Train Loss:0.001116, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:16:12,465 - yago11k_0.00003 - [INFO] - [E:265| 200]: Train Loss:0.0011164, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:17:37,784 - yago11k_0.00003 - [INFO] - [E:265| 300]: Train Loss:0.0011162, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:19:04,145 - yago11k_0.00003 - [INFO] - [E:265| 400]: Train Loss:0.0011158, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:20:29,500 - yago11k_0.00003 - [INFO] - [E:265| 500]: Train Loss:0.0011163, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:21:55,300 - yago11k_0.00003 - [INFO] - [E:265| 600]: Train Loss:0.001116, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:21:55,300 - yago11k_0.00003 - [INFO] - [Epoch:265]: Training Loss:0.001116
2023-06-06 13:21:55,612 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 13:22:11,632 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 13:22:27,829 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 265 valid]:
MRR: Tail : 0.41255, Head : 0.23301, Avg : 0.32278
2023-06-06 13:22:27,830 - yago11k_0.00003 - [INFO] - [Epoch 265]: Training Loss: 0.001116, Valid MRR: 0.32434,
2023-06-06 13:22:28,732 - yago11k_0.00003 - [INFO] - [E:266| 0]: Train Loss:0.0011099, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:23:55,273 - yago11k_0.00003 - [INFO] - [E:266| 100]: Train Loss:0.0011134, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:25:20,506 - yago11k_0.00003 - [INFO] - [E:266| 200]: Train Loss:0.0011154, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:26:46,736 - yago11k_0.00003 - [INFO] - [E:266| 300]: Train Loss:0.0011161, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:28:12,585 - yago11k_0.00003 - [INFO] - [E:266| 400]: Train Loss:0.0011157, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:29:38,007 - yago11k_0.00003 - [INFO] - [E:266| 500]: Train Loss:0.0011154, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:31:03,987 - yago11k_0.00003 - [INFO] - [E:266| 600]: Train Loss:0.0011156, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:31:03,988 - yago11k_0.00003 - [INFO] - [Epoch:266]: Training Loss:0.001116
2023-06-06 13:31:04,307 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 13:31:21,454 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 13:31:37,092 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 266 valid]:
MRR: Tail : 0.40885, Head : 0.23325, Avg : 0.32105
2023-06-06 13:31:37,092 - yago11k_0.00003 - [INFO] - [Epoch 266]: Training Loss: 0.0011156, Valid MRR: 0.32434,
2023-06-06 13:31:37,968 - yago11k_0.00003 - [INFO] - [E:267| 0]: Train Loss:0.001108, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:33:04,480 - yago11k_0.00003 - [INFO] - [E:267| 100]: Train Loss:0.0011159, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:34:29,973 - yago11k_0.00003 - [INFO] - [E:267| 200]: Train Loss:0.0011145, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:35:56,360 - yago11k_0.00003 - [INFO] - [E:267| 300]: Train Loss:0.001115, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:37:21,861 - yago11k_0.00003 - [INFO] - [E:267| 400]: Train Loss:0.0011152, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:38:47,316 - yago11k_0.00003 - [INFO] - [E:267| 500]: Train Loss:0.0011151, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:40:13,242 - yago11k_0.00003 - [INFO] - [E:267| 600]: Train Loss:0.0011153, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:40:13,243 - yago11k_0.00003 - [INFO] - [Epoch:267]: Training Loss:0.001115
2023-06-06 13:40:13,558 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 13:40:30,859 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 13:40:46,513 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 267 valid]:
MRR: Tail : 0.41125, Head : 0.23548, Avg : 0.32337
2023-06-06 13:40:46,513 - yago11k_0.00003 - [INFO] - [Epoch 267]: Training Loss: 0.0011153, Valid MRR: 0.32434,
2023-06-06 13:40:47,320 - yago11k_0.00003 - [INFO] - [E:268| 0]: Train Loss:0.0011088, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:42:13,757 - yago11k_0.00003 - [INFO] - [E:268| 100]: Train Loss:0.0011143, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:43:39,279 - yago11k_0.00003 - [INFO] - [E:268| 200]: Train Loss:0.0011135, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:45:05,827 - yago11k_0.00003 - [INFO] - [E:268| 300]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:46:31,179 - yago11k_0.00003 - [INFO] - [E:268| 400]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:47:56,600 - yago11k_0.00003 - [INFO] - [E:268| 500]: Train Loss:0.0011149, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:49:22,843 - yago11k_0.00003 - [INFO] - [E:268| 600]: Train Loss:0.0011154, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:49:22,844 - yago11k_0.00003 - [INFO] - [Epoch:268]: Training Loss:0.001115
2023-06-06 13:49:23,156 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 13:49:40,107 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 13:49:56,569 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 268 valid]:
MRR: Tail : 0.40447, Head : 0.23509, Avg : 0.31978
2023-06-06 13:49:56,569 - yago11k_0.00003 - [INFO] - [Epoch 268]: Training Loss: 0.0011154, Valid MRR: 0.32434,
2023-06-06 13:49:57,398 - yago11k_0.00003 - [INFO] - [E:269| 0]: Train Loss:0.0011013, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:51:23,406 - yago11k_0.00003 - [INFO] - [E:269| 100]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:52:48,912 - yago11k_0.00003 - [INFO] - [E:269| 200]: Train Loss:0.0011136, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:54:15,464 - yago11k_0.00003 - [INFO] - [E:269| 300]: Train Loss:0.001114, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:55:41,074 - yago11k_0.00003 - [INFO] - [E:269| 400]: Train Loss:0.0011145, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:57:06,639 - yago11k_0.00003 - [INFO] - [E:269| 500]: Train Loss:0.0011149, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:58:32,549 - yago11k_0.00003 - [INFO] - [E:269| 600]: Train Loss:0.0011154, Val MRR:0.32434, yago11k_0.00003
2023-06-06 13:58:32,550 - yago11k_0.00003 - [INFO] - [Epoch:269]: Training Loss:0.001115
2023-06-06 13:58:32,876 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 13:58:50,143 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 13:59:07,223 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 269 valid]:
MRR: Tail : 0.4092, Head : 0.23565, Avg : 0.32243
MR: Tail : 665.52, Head : 961.57, Avg : 813.55
Hit-1: Tail : 0.32565, Head : 0.19478, Avg : 0.26021
Hit-3: Tail : 0.44207, Head : 0.23256, Avg : 0.33732
Hit-10: Tail : 0.57919, Head : 0.31453, Avg : 0.44686
2023-06-06 13:59:07,223 - yago11k_0.00003 - [INFO] - [Epoch 269]: Training Loss: 0.0011154, Valid MRR: 0.32434,
2023-06-06 13:59:08,125 - yago11k_0.00003 - [INFO] - [E:270| 0]: Train Loss:0.0011057, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:00:33,498 - yago11k_0.00003 - [INFO] - [E:270| 100]: Train Loss:0.0011142, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:01:58,841 - yago11k_0.00003 - [INFO] - [E:270| 200]: Train Loss:0.0011132, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:03:25,379 - yago11k_0.00003 - [INFO] - [E:270| 300]: Train Loss:0.0011135, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:04:50,713 - yago11k_0.00003 - [INFO] - [E:270| 400]: Train Loss:0.0011138, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:06:16,440 - yago11k_0.00003 - [INFO] - [E:270| 500]: Train Loss:0.001115, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:07:41,736 - yago11k_0.00003 - [INFO] - [E:270| 600]: Train Loss:0.0011152, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:07:41,736 - yago11k_0.00003 - [INFO] - [Epoch:270]: Training Loss:0.001115
2023-06-06 14:07:42,041 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 14:07:59,088 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 14:08:16,143 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 270 valid]:
MRR: Tail : 0.40945, Head : 0.23392, Avg : 0.32169
2023-06-06 14:08:16,143 - yago11k_0.00003 - [INFO] - [Epoch 270]: Training Loss: 0.0011152, Valid MRR: 0.32434,
2023-06-06 14:08:17,051 - yago11k_0.00003 - [INFO] - [E:271| 0]: Train Loss:0.0011098, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:09:42,481 - yago11k_0.00003 - [INFO] - [E:271| 100]: Train Loss:0.0011173, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:11:08,010 - yago11k_0.00003 - [INFO] - [E:271| 200]: Train Loss:0.0011167, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:12:34,527 - yago11k_0.00003 - [INFO] - [E:271| 300]: Train Loss:0.0011157, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:14:00,026 - yago11k_0.00003 - [INFO] - [E:271| 400]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:15:26,431 - yago11k_0.00003 - [INFO] - [E:271| 500]: Train Loss:0.0011151, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:16:51,532 - yago11k_0.00003 - [INFO] - [E:271| 600]: Train Loss:0.0011151, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:16:51,533 - yago11k_0.00003 - [INFO] - [Epoch:271]: Training Loss:0.001115
2023-06-06 14:16:51,858 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 14:17:09,123 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 14:17:26,196 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 271 valid]:
MRR: Tail : 0.41225, Head : 0.23346, Avg : 0.32285
2023-06-06 14:17:26,196 - yago11k_0.00003 - [INFO] - [Epoch 271]: Training Loss: 0.0011151, Valid MRR: 0.32434,
2023-06-06 14:17:27,072 - yago11k_0.00003 - [INFO] - [E:272| 0]: Train Loss:0.0011262, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:18:52,529 - yago11k_0.00003 - [INFO] - [E:272| 100]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:20:18,085 - yago11k_0.00003 - [INFO] - [E:272| 200]: Train Loss:0.0011142, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:21:44,536 - yago11k_0.00003 - [INFO] - [E:272| 300]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:23:09,815 - yago11k_0.00003 - [INFO] - [E:272| 400]: Train Loss:0.0011144, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:24:36,400 - yago11k_0.00003 - [INFO] - [E:272| 500]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:26:01,334 - yago11k_0.00003 - [INFO] - [E:272| 600]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:26:01,334 - yago11k_0.00003 - [INFO] - [Epoch:272]: Training Loss:0.001115
2023-06-06 14:26:01,640 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 14:26:18,513 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 14:26:35,234 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 272 valid]:
MRR: Tail : 0.41017, Head : 0.2328, Avg : 0.32148
2023-06-06 14:26:35,234 - yago11k_0.00003 - [INFO] - [Epoch 272]: Training Loss: 0.0011147, Valid MRR: 0.32434,
2023-06-06 14:26:36,147 - yago11k_0.00003 - [INFO] - [E:273| 0]: Train Loss:0.0011015, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:28:01,572 - yago11k_0.00003 - [INFO] - [E:273| 100]: Train Loss:0.0011132, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:29:27,578 - yago11k_0.00003 - [INFO] - [E:273| 200]: Train Loss:0.0011133, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:30:53,854 - yago11k_0.00003 - [INFO] - [E:273| 300]: Train Loss:0.001114, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:32:19,293 - yago11k_0.00003 - [INFO] - [E:273| 400]: Train Loss:0.0011141, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:33:45,903 - yago11k_0.00003 - [INFO] - [E:273| 500]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:35:10,883 - yago11k_0.00003 - [INFO] - [E:273| 600]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:35:10,884 - yago11k_0.00003 - [INFO] - [Epoch:273]: Training Loss:0.001115
2023-06-06 14:35:11,197 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 14:35:28,450 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 14:35:45,516 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 273 valid]:
MRR: Tail : 0.40738, Head : 0.23251, Avg : 0.31995
2023-06-06 14:35:45,516 - yago11k_0.00003 - [INFO] - [Epoch 273]: Training Loss: 0.0011147, Valid MRR: 0.32434,
2023-06-06 14:35:46,431 - yago11k_0.00003 - [INFO] - [E:274| 0]: Train Loss:0.0011974, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:37:11,899 - yago11k_0.00003 - [INFO] - [E:274| 100]: Train Loss:0.0011131, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:38:38,115 - yago11k_0.00003 - [INFO] - [E:274| 200]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:40:03,879 - yago11k_0.00003 - [INFO] - [E:274| 300]: Train Loss:0.0011149, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:41:29,448 - yago11k_0.00003 - [INFO] - [E:274| 400]: Train Loss:0.0011148, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:42:56,020 - yago11k_0.00003 - [INFO] - [E:274| 500]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:44:20,926 - yago11k_0.00003 - [INFO] - [E:274| 600]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:44:20,927 - yago11k_0.00003 - [INFO] - [Epoch:274]: Training Loss:0.001115
2023-06-06 14:44:21,240 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 14:44:38,531 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 14:44:55,582 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 274 valid]:
MRR: Tail : 0.40925, Head : 0.23384, Avg : 0.32155
2023-06-06 14:44:55,583 - yago11k_0.00003 - [INFO] - [Epoch 274]: Training Loss: 0.0011147, Valid MRR: 0.32434,
2023-06-06 14:44:56,478 - yago11k_0.00003 - [INFO] - [E:275| 0]: Train Loss:0.0011046, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:46:22,095 - yago11k_0.00003 - [INFO] - [E:275| 100]: Train Loss:0.0011137, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:47:48,740 - yago11k_0.00003 - [INFO] - [E:275| 200]: Train Loss:0.0011133, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:49:14,414 - yago11k_0.00003 - [INFO] - [E:275| 300]: Train Loss:0.0011134, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:50:39,991 - yago11k_0.00003 - [INFO] - [E:275| 400]: Train Loss:0.0011141, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:52:06,637 - yago11k_0.00003 - [INFO] - [E:275| 500]: Train Loss:0.0011145, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:53:31,421 - yago11k_0.00003 - [INFO] - [E:275| 600]: Train Loss:0.0011143, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:53:31,422 - yago11k_0.00003 - [INFO] - [Epoch:275]: Training Loss:0.001114
2023-06-06 14:53:31,745 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 14:53:48,884 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 14:54:05,529 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 275 valid]:
MRR: Tail : 0.40671, Head : 0.23164, Avg : 0.31917
2023-06-06 14:54:05,529 - yago11k_0.00003 - [INFO] - [Epoch 275]: Training Loss: 0.0011143, Valid MRR: 0.32434,
2023-06-06 14:54:06,405 - yago11k_0.00003 - [INFO] - [E:276| 0]: Train Loss:0.0011022, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:55:31,794 - yago11k_0.00003 - [INFO] - [E:276| 100]: Train Loss:0.0011153, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:56:58,451 - yago11k_0.00003 - [INFO] - [E:276| 200]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:58:23,845 - yago11k_0.00003 - [INFO] - [E:276| 300]: Train Loss:0.0011148, Val MRR:0.32434, yago11k_0.00003
2023-06-06 14:59:49,435 - yago11k_0.00003 - [INFO] - [E:276| 400]: Train Loss:0.0011143, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:01:16,067 - yago11k_0.00003 - [INFO] - [E:276| 500]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:02:41,076 - yago11k_0.00003 - [INFO] - [E:276| 600]: Train Loss:0.001115, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:02:41,076 - yago11k_0.00003 - [INFO] - [Epoch:276]: Training Loss:0.001115
2023-06-06 15:02:41,398 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 15:02:58,382 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 15:03:15,122 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 276 valid]:
MRR: Tail : 0.40681, Head : 0.23351, Avg : 0.32016
2023-06-06 15:03:15,123 - yago11k_0.00003 - [INFO] - [Epoch 276]: Training Loss: 0.001115, Valid MRR: 0.32434,
2023-06-06 15:03:15,994 - yago11k_0.00003 - [INFO] - [E:277| 0]: Train Loss:0.0010977, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:04:41,506 - yago11k_0.00003 - [INFO] - [E:277| 100]: Train Loss:0.0011174, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:06:08,245 - yago11k_0.00003 - [INFO] - [E:277| 200]: Train Loss:0.0011156, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:07:34,023 - yago11k_0.00003 - [INFO] - [E:277| 300]: Train Loss:0.0011152, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:09:00,283 - yago11k_0.00003 - [INFO] - [E:277| 400]: Train Loss:0.001115, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:10:26,577 - yago11k_0.00003 - [INFO] - [E:277| 500]: Train Loss:0.0011147, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:11:51,459 - yago11k_0.00003 - [INFO] - [E:277| 600]: Train Loss:0.0011148, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:11:51,459 - yago11k_0.00003 - [INFO] - [Epoch:277]: Training Loss:0.001115
2023-06-06 15:11:51,768 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 15:12:08,680 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 15:12:25,400 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 277 valid]:
MRR: Tail : 0.41117, Head : 0.23298, Avg : 0.32208
2023-06-06 15:12:25,400 - yago11k_0.00003 - [INFO] - [Epoch 277]: Training Loss: 0.0011148, Valid MRR: 0.32434,
2023-06-06 15:12:26,291 - yago11k_0.00003 - [INFO] - [E:278| 0]: Train Loss:0.0011199, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:13:51,836 - yago11k_0.00003 - [INFO] - [E:278| 100]: Train Loss:0.0011135, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:15:18,465 - yago11k_0.00003 - [INFO] - [E:278| 200]: Train Loss:0.0011132, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:16:44,130 - yago11k_0.00003 - [INFO] - [E:278| 300]: Train Loss:0.0011135, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:18:10,595 - yago11k_0.00003 - [INFO] - [E:278| 400]: Train Loss:0.001115, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:19:36,121 - yago11k_0.00003 - [INFO] - [E:278| 500]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:21:00,947 - yago11k_0.00003 - [INFO] - [E:278| 600]: Train Loss:0.0011144, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:21:00,948 - yago11k_0.00003 - [INFO] - [Epoch:278]: Training Loss:0.001114
2023-06-06 15:21:01,263 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 15:21:18,247 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 15:21:34,942 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 278 valid]:
MRR: Tail : 0.41025, Head : 0.2335, Avg : 0.32187
2023-06-06 15:21:34,943 - yago11k_0.00003 - [INFO] - [Epoch 278]: Training Loss: 0.0011144, Valid MRR: 0.32434,
2023-06-06 15:21:35,823 - yago11k_0.00003 - [INFO] - [E:279| 0]: Train Loss:0.0011036, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:23:01,636 - yago11k_0.00003 - [INFO] - [E:279| 100]: Train Loss:0.0011103, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:24:28,378 - yago11k_0.00003 - [INFO] - [E:279| 200]: Train Loss:0.0011128, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:25:53,822 - yago11k_0.00003 - [INFO] - [E:279| 300]: Train Loss:0.0011141, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:27:20,315 - yago11k_0.00003 - [INFO] - [E:279| 400]: Train Loss:0.0011145, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:28:45,722 - yago11k_0.00003 - [INFO] - [E:279| 500]: Train Loss:0.0011145, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:30:10,596 - yago11k_0.00003 - [INFO] - [E:279| 600]: Train Loss:0.0011143, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:30:10,597 - yago11k_0.00003 - [INFO] - [Epoch:279]: Training Loss:0.001114
2023-06-06 15:30:10,916 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 15:30:28,178 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 15:30:45,315 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 279 valid]:
MRR: Tail : 0.41158, Head : 0.23314, Avg : 0.32236
MR: Tail : 618.96, Head : 973.02, Avg : 795.99
Hit-1: Tail : 0.32495, Head : 0.19214, Avg : 0.25854
Hit-3: Tail : 0.44957, Head : 0.22756, Avg : 0.33857
Hit-10: Tail : 0.58475, Head : 0.31523, Avg : 0.44999
2023-06-06 15:30:45,315 - yago11k_0.00003 - [INFO] - [Epoch 279]: Training Loss: 0.0011143, Valid MRR: 0.32434,
2023-06-06 15:30:46,212 - yago11k_0.00003 - [INFO] - [E:280| 0]: Train Loss:0.0011188, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:32:12,109 - yago11k_0.00003 - [INFO] - [E:280| 100]: Train Loss:0.0011131, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:33:38,312 - yago11k_0.00003 - [INFO] - [E:280| 200]: Train Loss:0.0011138, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:35:03,806 - yago11k_0.00003 - [INFO] - [E:280| 300]: Train Loss:0.0011141, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:36:30,346 - yago11k_0.00003 - [INFO] - [E:280| 400]: Train Loss:0.0011142, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:37:55,773 - yago11k_0.00003 - [INFO] - [E:280| 500]: Train Loss:0.0011139, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:39:20,444 - yago11k_0.00003 - [INFO] - [E:280| 600]: Train Loss:0.001114, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:39:20,444 - yago11k_0.00003 - [INFO] - [Epoch:280]: Training Loss:0.001114
2023-06-06 15:39:20,757 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 15:39:38,016 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 15:39:55,013 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 280 valid]:
MRR: Tail : 0.40746, Head : 0.23438, Avg : 0.32092
2023-06-06 15:39:55,013 - yago11k_0.00003 - [INFO] - [Epoch 280]: Training Loss: 0.001114, Valid MRR: 0.32434,
2023-06-06 15:39:55,894 - yago11k_0.00003 - [INFO] - [E:281| 0]: Train Loss:0.0011219, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:41:21,883 - yago11k_0.00003 - [INFO] - [E:281| 100]: Train Loss:0.0011127, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:42:47,644 - yago11k_0.00003 - [INFO] - [E:281| 200]: Train Loss:0.0011128, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:44:12,992 - yago11k_0.00003 - [INFO] - [E:281| 300]: Train Loss:0.0011134, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:45:39,475 - yago11k_0.00003 - [INFO] - [E:281| 400]: Train Loss:0.0011139, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:47:04,780 - yago11k_0.00003 - [INFO] - [E:281| 500]: Train Loss:0.0011138, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:48:29,614 - yago11k_0.00003 - [INFO] - [E:281| 600]: Train Loss:0.001114, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:48:29,615 - yago11k_0.00003 - [INFO] - [Epoch:281]: Training Loss:0.001114
2023-06-06 15:48:29,888 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 15:48:47,156 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 15:49:04,236 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 281 valid]:
MRR: Tail : 0.40671, Head : 0.23301, Avg : 0.31986
2023-06-06 15:49:04,236 - yago11k_0.00003 - [INFO] - [Epoch 281]: Training Loss: 0.001114, Valid MRR: 0.32434,
2023-06-06 15:49:05,102 - yago11k_0.00003 - [INFO] - [E:282| 0]: Train Loss:0.001157, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:50:31,526 - yago11k_0.00003 - [INFO] - [E:282| 100]: Train Loss:0.0011115, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:51:56,960 - yago11k_0.00003 - [INFO] - [E:282| 200]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:53:22,260 - yago11k_0.00003 - [INFO] - [E:282| 300]: Train Loss:0.0011127, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:54:48,619 - yago11k_0.00003 - [INFO] - [E:282| 400]: Train Loss:0.0011132, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:56:13,836 - yago11k_0.00003 - [INFO] - [E:282| 500]: Train Loss:0.001114, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:57:38,908 - yago11k_0.00003 - [INFO] - [E:282| 600]: Train Loss:0.0011141, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:57:38,909 - yago11k_0.00003 - [INFO] - [Epoch:282]: Training Loss:0.001114
2023-06-06 15:57:39,192 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 15:57:55,515 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 15:58:12,274 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 282 valid]:
MRR: Tail : 0.40646, Head : 0.23354, Avg : 0.32
2023-06-06 15:58:12,274 - yago11k_0.00003 - [INFO] - [Epoch 282]: Training Loss: 0.0011141, Valid MRR: 0.32434,
2023-06-06 15:58:13,153 - yago11k_0.00003 - [INFO] - [E:283| 0]: Train Loss:0.0010973, Val MRR:0.32434, yago11k_0.00003
2023-06-06 15:59:39,603 - yago11k_0.00003 - [INFO] - [E:283| 100]: Train Loss:0.0011158, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:01:04,939 - yago11k_0.00003 - [INFO] - [E:283| 200]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:02:30,298 - yago11k_0.00003 - [INFO] - [E:283| 300]: Train Loss:0.0011141, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:03:56,800 - yago11k_0.00003 - [INFO] - [E:283| 400]: Train Loss:0.001115, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:05:22,199 - yago11k_0.00003 - [INFO] - [E:283| 500]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:06:48,220 - yago11k_0.00003 - [INFO] - [E:283| 600]: Train Loss:0.001114, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:06:48,221 - yago11k_0.00003 - [INFO] - [Epoch:283]: Training Loss:0.001114
2023-06-06 16:06:48,527 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 16:07:03,997 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 16:07:20,814 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 283 valid]:
MRR: Tail : 0.40966, Head : 0.23374, Avg : 0.3217
2023-06-06 16:07:20,814 - yago11k_0.00003 - [INFO] - [Epoch 283]: Training Loss: 0.001114, Valid MRR: 0.32434,
2023-06-06 16:07:21,702 - yago11k_0.00003 - [INFO] - [E:284| 0]: Train Loss:0.0011052, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:08:48,306 - yago11k_0.00003 - [INFO] - [E:284| 100]: Train Loss:0.001113, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:10:14,271 - yago11k_0.00003 - [INFO] - [E:284| 200]: Train Loss:0.0011128, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:11:39,839 - yago11k_0.00003 - [INFO] - [E:284| 300]: Train Loss:0.0011129, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:12:58,560 - yago11k_0.00003 - [INFO] - [E:284| 400]: Train Loss:0.0011129, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:14:02,909 - yago11k_0.00003 - [INFO] - [E:284| 500]: Train Loss:0.001113, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:15:23,162 - yago11k_0.00003 - [INFO] - [E:284| 600]: Train Loss:0.0011134, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:15:23,163 - yago11k_0.00003 - [INFO] - [Epoch:284]: Training Loss:0.001113
2023-06-06 16:15:23,477 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 16:15:40,809 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 16:15:57,906 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 284 valid]:
MRR: Tail : 0.41127, Head : 0.23188, Avg : 0.32158
2023-06-06 16:15:57,906 - yago11k_0.00003 - [INFO] - [Epoch 284]: Training Loss: 0.0011134, Valid MRR: 0.32434,
2023-06-06 16:15:58,792 - yago11k_0.00003 - [INFO] - [E:285| 0]: Train Loss:0.0011167, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:17:16,062 - yago11k_0.00003 - [INFO] - [E:285| 100]: Train Loss:0.0011166, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:18:20,574 - yago11k_0.00003 - [INFO] - [E:285| 200]: Train Loss:0.0011153, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:19:39,354 - yago11k_0.00003 - [INFO] - [E:285| 300]: Train Loss:0.001114, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:20:49,434 - yago11k_0.00003 - [INFO] - [E:285| 400]: Train Loss:0.0011136, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:21:53,196 - yago11k_0.00003 - [INFO] - [E:285| 500]: Train Loss:0.0011136, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:22:56,334 - yago11k_0.00003 - [INFO] - [E:285| 600]: Train Loss:0.0011134, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:22:56,334 - yago11k_0.00003 - [INFO] - [Epoch:285]: Training Loss:0.001113
2023-06-06 16:22:56,550 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 16:23:08,594 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 16:23:20,521 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 285 valid]:
MRR: Tail : 0.40973, Head : 0.23372, Avg : 0.32173
2023-06-06 16:23:20,521 - yago11k_0.00003 - [INFO] - [Epoch 285]: Training Loss: 0.0011134, Valid MRR: 0.32434,
2023-06-06 16:23:21,169 - yago11k_0.00003 - [INFO] - [E:286| 0]: Train Loss:0.0011547, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:24:24,611 - yago11k_0.00003 - [INFO] - [E:286| 100]: Train Loss:0.0011123, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:25:28,144 - yago11k_0.00003 - [INFO] - [E:286| 200]: Train Loss:0.0011125, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:26:32,284 - yago11k_0.00003 - [INFO] - [E:286| 300]: Train Loss:0.0011137, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:27:40,658 - yago11k_0.00003 - [INFO] - [E:286| 400]: Train Loss:0.0011138, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:28:44,264 - yago11k_0.00003 - [INFO] - [E:286| 500]: Train Loss:0.0011132, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:29:48,220 - yago11k_0.00003 - [INFO] - [E:286| 600]: Train Loss:0.0011137, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:29:48,221 - yago11k_0.00003 - [INFO] - [Epoch:286]: Training Loss:0.001114
2023-06-06 16:29:48,436 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 16:30:01,015 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 16:30:17,828 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 286 valid]:
MRR: Tail : 0.4107, Head : 0.23132, Avg : 0.32101
2023-06-06 16:30:17,828 - yago11k_0.00003 - [INFO] - [Epoch 286]: Training Loss: 0.0011137, Valid MRR: 0.32434,
2023-06-06 16:30:18,698 - yago11k_0.00003 - [INFO] - [E:287| 0]: Train Loss:0.001122, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:31:28,219 - yago11k_0.00003 - [INFO] - [E:287| 100]: Train Loss:0.0011124, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:32:32,260 - yago11k_0.00003 - [INFO] - [E:287| 200]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:33:39,679 - yago11k_0.00003 - [INFO] - [E:287| 300]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:35:06,273 - yago11k_0.00003 - [INFO] - [E:287| 400]: Train Loss:0.0011125, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:36:29,267 - yago11k_0.00003 - [INFO] - [E:287| 500]: Train Loss:0.0011134, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:37:55,235 - yago11k_0.00003 - [INFO] - [E:287| 600]: Train Loss:0.0011133, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:37:55,236 - yago11k_0.00003 - [INFO] - [Epoch:287]: Training Loss:0.001113
2023-06-06 16:37:55,559 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 16:38:11,641 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 16:38:28,025 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 287 valid]:
MRR: Tail : 0.4071, Head : 0.23143, Avg : 0.31927
2023-06-06 16:38:28,026 - yago11k_0.00003 - [INFO] - [Epoch 287]: Training Loss: 0.0011133, Valid MRR: 0.32434,
2023-06-06 16:38:28,922 - yago11k_0.00003 - [INFO] - [E:288| 0]: Train Loss:0.0011133, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:39:55,402 - yago11k_0.00003 - [INFO] - [E:288| 100]: Train Loss:0.0011134, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:41:20,466 - yago11k_0.00003 - [INFO] - [E:288| 200]: Train Loss:0.0011151, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:42:46,371 - yago11k_0.00003 - [INFO] - [E:288| 300]: Train Loss:0.0011149, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:44:12,016 - yago11k_0.00003 - [INFO] - [E:288| 400]: Train Loss:0.0011144, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:45:37,161 - yago11k_0.00003 - [INFO] - [E:288| 500]: Train Loss:0.0011139, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:47:03,073 - yago11k_0.00003 - [INFO] - [E:288| 600]: Train Loss:0.0011135, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:47:03,074 - yago11k_0.00003 - [INFO] - [Epoch:288]: Training Loss:0.001114
2023-06-06 16:47:03,394 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 16:47:20,412 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 16:47:35,755 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 288 valid]:
MRR: Tail : 0.40723, Head : 0.23184, Avg : 0.31953
2023-06-06 16:47:35,755 - yago11k_0.00003 - [INFO] - [Epoch 288]: Training Loss: 0.0011135, Valid MRR: 0.32434,
2023-06-06 16:47:36,638 - yago11k_0.00003 - [INFO] - [E:289| 0]: Train Loss:0.0011165, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:49:03,129 - yago11k_0.00003 - [INFO] - [E:289| 100]: Train Loss:0.0011114, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:50:28,682 - yago11k_0.00003 - [INFO] - [E:289| 200]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:51:55,269 - yago11k_0.00003 - [INFO] - [E:289| 300]: Train Loss:0.0011127, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:53:20,519 - yago11k_0.00003 - [INFO] - [E:289| 400]: Train Loss:0.0011125, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:54:45,795 - yago11k_0.00003 - [INFO] - [E:289| 500]: Train Loss:0.001113, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:56:11,657 - yago11k_0.00003 - [INFO] - [E:289| 600]: Train Loss:0.001113, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:56:11,657 - yago11k_0.00003 - [INFO] - [Epoch:289]: Training Loss:0.001113
2023-06-06 16:56:11,981 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 16:56:28,686 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 16:56:44,574 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 289 valid]:
MRR: Tail : 0.40979, Head : 0.23426, Avg : 0.32202
MR: Tail : 648.71, Head : 956.53, Avg : 802.62
Hit-1: Tail : 0.32537, Head : 0.19283, Avg : 0.2591
Hit-3: Tail : 0.44179, Head : 0.22881, Avg : 0.3353
Hit-10: Tail : 0.57974, Head : 0.31745, Avg : 0.4486
2023-06-06 16:56:44,574 - yago11k_0.00003 - [INFO] - [Epoch 289]: Training Loss: 0.001113, Valid MRR: 0.32434,
2023-06-06 16:56:45,386 - yago11k_0.00003 - [INFO] - [E:290| 0]: Train Loss:0.0011036, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:58:11,124 - yago11k_0.00003 - [INFO] - [E:290| 100]: Train Loss:0.0011124, Val MRR:0.32434, yago11k_0.00003
2023-06-06 16:59:36,529 - yago11k_0.00003 - [INFO] - [E:290| 200]: Train Loss:0.0011128, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:01:02,976 - yago11k_0.00003 - [INFO] - [E:290| 300]: Train Loss:0.0011129, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:02:19,108 - yago11k_0.00003 - [INFO] - [E:290| 400]: Train Loss:0.0011136, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:03:23,326 - yago11k_0.00003 - [INFO] - [E:290| 500]: Train Loss:0.0011133, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:04:27,404 - yago11k_0.00003 - [INFO] - [E:290| 600]: Train Loss:0.001113, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:04:27,404 - yago11k_0.00003 - [INFO] - [Epoch:290]: Training Loss:0.001113
2023-06-06 17:04:27,633 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 17:04:44,139 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 17:05:01,170 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 290 valid]:
MRR: Tail : 0.4104, Head : 0.2337, Avg : 0.32205
2023-06-06 17:05:01,170 - yago11k_0.00003 - [INFO] - [Epoch 290]: Training Loss: 0.001113, Valid MRR: 0.32434,
2023-06-06 17:05:02,066 - yago11k_0.00003 - [INFO] - [E:291| 0]: Train Loss:0.0011232, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:06:28,612 - yago11k_0.00003 - [INFO] - [E:291| 100]: Train Loss:0.001113, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:07:51,747 - yago11k_0.00003 - [INFO] - [E:291| 200]: Train Loss:0.0011129, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:09:17,050 - yago11k_0.00003 - [INFO] - [E:291| 300]: Train Loss:0.001113, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:10:43,618 - yago11k_0.00003 - [INFO] - [E:291| 400]: Train Loss:0.0011129, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:12:01,672 - yago11k_0.00003 - [INFO] - [E:291| 500]: Train Loss:0.0011131, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:13:05,342 - yago11k_0.00003 - [INFO] - [E:291| 600]: Train Loss:0.0011131, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:13:05,343 - yago11k_0.00003 - [INFO] - [Epoch:291]: Training Loss:0.001113
2023-06-06 17:13:05,561 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 17:13:17,583 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 17:13:29,452 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 291 valid]:
MRR: Tail : 0.4125, Head : 0.2323, Avg : 0.3224
2023-06-06 17:13:29,452 - yago11k_0.00003 - [INFO] - [Epoch 291]: Training Loss: 0.0011131, Valid MRR: 0.32434,
2023-06-06 17:13:30,096 - yago11k_0.00003 - [INFO] - [E:292| 0]: Train Loss:0.0011154, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:14:54,714 - yago11k_0.00003 - [INFO] - [E:292| 100]: Train Loss:0.0011131, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:16:17,610 - yago11k_0.00003 - [INFO] - [E:292| 200]: Train Loss:0.001113, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:17:44,119 - yago11k_0.00003 - [INFO] - [E:292| 300]: Train Loss:0.0011128, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:19:09,438 - yago11k_0.00003 - [INFO] - [E:292| 400]: Train Loss:0.0011126, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:20:35,616 - yago11k_0.00003 - [INFO] - [E:292| 500]: Train Loss:0.0011131, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:22:00,622 - yago11k_0.00003 - [INFO] - [E:292| 600]: Train Loss:0.0011127, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:22:00,622 - yago11k_0.00003 - [INFO] - [Epoch:292]: Training Loss:0.001113
2023-06-06 17:22:00,946 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 17:22:18,190 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 17:22:35,247 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 292 valid]:
MRR: Tail : 0.40885, Head : 0.23245, Avg : 0.32065
2023-06-06 17:22:35,247 - yago11k_0.00003 - [INFO] - [Epoch 292]: Training Loss: 0.0011127, Valid MRR: 0.32434,
2023-06-06 17:22:36,131 - yago11k_0.00003 - [INFO] - [E:293| 0]: Train Loss:0.0011074, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:23:53,730 - yago11k_0.00003 - [INFO] - [E:293| 100]: Train Loss:0.0011135, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:24:57,441 - yago11k_0.00003 - [INFO] - [E:293| 200]: Train Loss:0.0011127, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:26:01,071 - yago11k_0.00003 - [INFO] - [E:293| 300]: Train Loss:0.0011126, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:27:04,570 - yago11k_0.00003 - [INFO] - [E:293| 400]: Train Loss:0.0011128, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:28:09,078 - yago11k_0.00003 - [INFO] - [E:293| 500]: Train Loss:0.0011127, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:29:31,170 - yago11k_0.00003 - [INFO] - [E:293| 600]: Train Loss:0.0011127, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:29:31,170 - yago11k_0.00003 - [INFO] - [Epoch:293]: Training Loss:0.001113
2023-06-06 17:29:31,521 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 17:29:48,871 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 17:30:06,966 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 293 valid]:
MRR: Tail : 0.4091, Head : 0.23154, Avg : 0.32032
2023-06-06 17:30:06,967 - yago11k_0.00003 - [INFO] - [Epoch 293]: Training Loss: 0.0011127, Valid MRR: 0.32434,
2023-06-06 17:30:08,145 - yago11k_0.00003 - [INFO] - [E:294| 0]: Train Loss:0.0011154, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:31:44,114 - yago11k_0.00003 - [INFO] - [E:294| 100]: Train Loss:0.0011145, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:33:19,284 - yago11k_0.00003 - [INFO] - [E:294| 200]: Train Loss:0.0011138, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:34:56,591 - yago11k_0.00003 - [INFO] - [E:294| 300]: Train Loss:0.0011123, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:36:32,839 - yago11k_0.00003 - [INFO] - [E:294| 400]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:38:11,347 - yago11k_0.00003 - [INFO] - [E:294| 500]: Train Loss:0.0011121, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:39:49,872 - yago11k_0.00003 - [INFO] - [E:294| 600]: Train Loss:0.0011125, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:39:49,872 - yago11k_0.00003 - [INFO] - [Epoch:294]: Training Loss:0.001112
2023-06-06 17:39:50,216 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 17:40:08,588 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 17:40:27,390 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 294 valid]:
MRR: Tail : 0.40693, Head : 0.23296, Avg : 0.31994
2023-06-06 17:40:27,391 - yago11k_0.00003 - [INFO] - [Epoch 294]: Training Loss: 0.0011125, Valid MRR: 0.32434,
2023-06-06 17:40:28,243 - yago11k_0.00003 - [INFO] - [E:295| 0]: Train Loss:0.0010912, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:42:06,333 - yago11k_0.00003 - [INFO] - [E:295| 100]: Train Loss:0.0011108, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:43:46,452 - yago11k_0.00003 - [INFO] - [E:295| 200]: Train Loss:0.0011109, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:45:31,623 - yago11k_0.00003 - [INFO] - [E:295| 300]: Train Loss:0.0011115, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:46:46,217 - yago11k_0.00003 - [INFO] - [E:295| 400]: Train Loss:0.0011115, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:48:20,122 - yago11k_0.00003 - [INFO] - [E:295| 500]: Train Loss:0.0011117, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:49:57,007 - yago11k_0.00003 - [INFO] - [E:295| 600]: Train Loss:0.0011124, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:49:57,007 - yago11k_0.00003 - [INFO] - [Epoch:295]: Training Loss:0.001112
2023-06-06 17:49:57,273 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 17:50:16,374 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 17:50:34,803 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 295 valid]:
MRR: Tail : 0.41351, Head : 0.2349, Avg : 0.32421
2023-06-06 17:50:34,803 - yago11k_0.00003 - [INFO] - [Epoch 295]: Training Loss: 0.0011124, Valid MRR: 0.32434,
2023-06-06 17:50:35,888 - yago11k_0.00003 - [INFO] - [E:296| 0]: Train Loss:0.0011061, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:52:12,795 - yago11k_0.00003 - [INFO] - [E:296| 100]: Train Loss:0.0011122, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:53:49,036 - yago11k_0.00003 - [INFO] - [E:296| 200]: Train Loss:0.0011115, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:55:26,329 - yago11k_0.00003 - [INFO] - [E:296| 300]: Train Loss:0.0011121, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:57:04,484 - yago11k_0.00003 - [INFO] - [E:296| 400]: Train Loss:0.0011123, Val MRR:0.32434, yago11k_0.00003
2023-06-06 17:58:42,296 - yago11k_0.00003 - [INFO] - [E:296| 500]: Train Loss:0.0011126, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:00:19,134 - yago11k_0.00003 - [INFO] - [E:296| 600]: Train Loss:0.0011122, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:00:19,134 - yago11k_0.00003 - [INFO] - [Epoch:296]: Training Loss:0.001112
2023-06-06 18:00:19,637 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 18:00:38,664 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 18:00:52,088 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 296 valid]:
MRR: Tail : 0.4107, Head : 0.23593, Avg : 0.32332
2023-06-06 18:00:52,088 - yago11k_0.00003 - [INFO] - [Epoch 296]: Training Loss: 0.0011122, Valid MRR: 0.32434,
2023-06-06 18:00:52,737 - yago11k_0.00003 - [INFO] - [E:297| 0]: Train Loss:0.0011156, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:02:04,342 - yago11k_0.00003 - [INFO] - [E:297| 100]: Train Loss:0.0011136, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:03:43,637 - yago11k_0.00003 - [INFO] - [E:297| 200]: Train Loss:0.0011119, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:05:22,410 - yago11k_0.00003 - [INFO] - [E:297| 300]: Train Loss:0.0011131, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:07:02,200 - yago11k_0.00003 - [INFO] - [E:297| 400]: Train Loss:0.0011128, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:08:40,275 - yago11k_0.00003 - [INFO] - [E:297| 500]: Train Loss:0.0011127, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:10:18,079 - yago11k_0.00003 - [INFO] - [E:297| 600]: Train Loss:0.0011127, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:10:18,080 - yago11k_0.00003 - [INFO] - [Epoch:297]: Training Loss:0.001113
2023-06-06 18:10:18,397 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 18:10:37,298 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 18:10:56,527 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 297 valid]:
MRR: Tail : 0.40873, Head : 0.23575, Avg : 0.32224
2023-06-06 18:10:56,528 - yago11k_0.00003 - [INFO] - [Epoch 297]: Training Loss: 0.0011127, Valid MRR: 0.32434,
2023-06-06 18:10:57,558 - yago11k_0.00003 - [INFO] - [E:298| 0]: Train Loss:0.001092, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:12:36,428 - yago11k_0.00003 - [INFO] - [E:298| 100]: Train Loss:0.0011114, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:14:14,115 - yago11k_0.00003 - [INFO] - [E:298| 200]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:15:37,376 - yago11k_0.00003 - [INFO] - [E:298| 300]: Train Loss:0.0011116, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:17:02,788 - yago11k_0.00003 - [INFO] - [E:298| 400]: Train Loss:0.0011119, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:18:40,525 - yago11k_0.00003 - [INFO] - [E:298| 500]: Train Loss:0.0011122, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:20:37,837 - yago11k_0.00003 - [INFO] - [E:298| 600]: Train Loss:0.0011119, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:20:37,837 - yago11k_0.00003 - [INFO] - [Epoch:298]: Training Loss:0.001112
2023-06-06 18:20:38,334 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 18:21:06,268 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 18:21:33,856 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 298 valid]:
MRR: Tail : 0.41206, Head : 0.23253, Avg : 0.32229
2023-06-06 18:21:33,856 - yago11k_0.00003 - [INFO] - [Epoch 298]: Training Loss: 0.0011119, Valid MRR: 0.32434,
2023-06-06 18:21:35,265 - yago11k_0.00003 - [INFO] - [E:299| 0]: Train Loss:0.0010929, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:23:52,795 - yago11k_0.00003 - [INFO] - [E:299| 100]: Train Loss:0.0011102, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:25:27,743 - yago11k_0.00003 - [INFO] - [E:299| 200]: Train Loss:0.0011101, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:26:30,687 - yago11k_0.00003 - [INFO] - [E:299| 300]: Train Loss:0.0011114, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:27:33,478 - yago11k_0.00003 - [INFO] - [E:299| 400]: Train Loss:0.0011116, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:28:36,557 - yago11k_0.00003 - [INFO] - [E:299| 500]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:29:38,944 - yago11k_0.00003 - [INFO] - [E:299| 600]: Train Loss:0.0011123, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:29:38,944 - yago11k_0.00003 - [INFO] - [Epoch:299]: Training Loss:0.001112
2023-06-06 18:29:39,158 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 18:29:51,047 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 18:30:02,784 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 299 valid]:
MRR: Tail : 0.41128, Head : 0.23219, Avg : 0.32173
MR: Tail : 651.32, Head : 958.02, Avg : 804.67
Hit-1: Tail : 0.32662, Head : 0.19019, Avg : 0.25841
Hit-3: Tail : 0.44582, Head : 0.2277, Avg : 0.33676
Hit-10: Tail : 0.58225, Head : 0.3162, Avg : 0.44922
2023-06-06 18:30:02,784 - yago11k_0.00003 - [INFO] - [Epoch 299]: Training Loss: 0.0011123, Valid MRR: 0.32434,
2023-06-06 18:30:03,417 - yago11k_0.00003 - [INFO] - [E:300| 0]: Train Loss:0.0011162, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:31:06,359 - yago11k_0.00003 - [INFO] - [E:300| 100]: Train Loss:0.0011134, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:32:09,489 - yago11k_0.00003 - [INFO] - [E:300| 200]: Train Loss:0.0011133, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:33:12,448 - yago11k_0.00003 - [INFO] - [E:300| 300]: Train Loss:0.0011123, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:34:15,383 - yago11k_0.00003 - [INFO] - [E:300| 400]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:35:18,243 - yago11k_0.00003 - [INFO] - [E:300| 500]: Train Loss:0.0011122, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:36:20,697 - yago11k_0.00003 - [INFO] - [E:300| 600]: Train Loss:0.0011122, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:36:20,697 - yago11k_0.00003 - [INFO] - [Epoch:300]: Training Loss:0.001112
2023-06-06 18:36:20,910 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 18:36:32,825 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 18:36:44,568 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 300 valid]:
MRR: Tail : 0.40919, Head : 0.23492, Avg : 0.32205
2023-06-06 18:36:44,568 - yago11k_0.00003 - [INFO] - [Epoch 300]: Training Loss: 0.0011122, Valid MRR: 0.32434,
2023-06-06 18:36:45,205 - yago11k_0.00003 - [INFO] - [E:301| 0]: Train Loss:0.0010925, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:37:48,112 - yago11k_0.00003 - [INFO] - [E:301| 100]: Train Loss:0.0011099, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:38:50,970 - yago11k_0.00003 - [INFO] - [E:301| 200]: Train Loss:0.0011104, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:39:53,854 - yago11k_0.00003 - [INFO] - [E:301| 300]: Train Loss:0.0011111, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:40:56,800 - yago11k_0.00003 - [INFO] - [E:301| 400]: Train Loss:0.0011116, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:41:59,748 - yago11k_0.00003 - [INFO] - [E:301| 500]: Train Loss:0.001112, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:43:02,271 - yago11k_0.00003 - [INFO] - [E:301| 600]: Train Loss:0.0011118, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:43:02,271 - yago11k_0.00003 - [INFO] - [Epoch:301]: Training Loss:0.001112
2023-06-06 18:43:02,485 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 18:43:14,385 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 18:43:26,126 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 301 valid]:
MRR: Tail : 0.40934, Head : 0.23263, Avg : 0.32099
2023-06-06 18:43:26,126 - yago11k_0.00003 - [INFO] - [Epoch 301]: Training Loss: 0.0011118, Valid MRR: 0.32434,
2023-06-06 18:43:26,761 - yago11k_0.00003 - [INFO] - [E:302| 0]: Train Loss:0.0011146, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:44:29,746 - yago11k_0.00003 - [INFO] - [E:302| 100]: Train Loss:0.0011125, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:45:32,765 - yago11k_0.00003 - [INFO] - [E:302| 200]: Train Loss:0.0011111, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:46:35,792 - yago11k_0.00003 - [INFO] - [E:302| 300]: Train Loss:0.0011116, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:47:38,641 - yago11k_0.00003 - [INFO] - [E:302| 400]: Train Loss:0.0011121, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:48:41,511 - yago11k_0.00003 - [INFO] - [E:302| 500]: Train Loss:0.0011118, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:49:43,963 - yago11k_0.00003 - [INFO] - [E:302| 600]: Train Loss:0.0011122, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:49:43,964 - yago11k_0.00003 - [INFO] - [Epoch:302]: Training Loss:0.001112
2023-06-06 18:49:44,177 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 18:49:56,107 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 18:50:07,849 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 302 valid]:
MRR: Tail : 0.41002, Head : 0.23318, Avg : 0.3216
2023-06-06 18:50:07,849 - yago11k_0.00003 - [INFO] - [Epoch 302]: Training Loss: 0.0011122, Valid MRR: 0.32434,
2023-06-06 18:50:08,483 - yago11k_0.00003 - [INFO] - [E:303| 0]: Train Loss:0.0011142, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:51:11,456 - yago11k_0.00003 - [INFO] - [E:303| 100]: Train Loss:0.0011119, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:52:14,451 - yago11k_0.00003 - [INFO] - [E:303| 200]: Train Loss:0.0011106, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:53:17,392 - yago11k_0.00003 - [INFO] - [E:303| 300]: Train Loss:0.0011119, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:54:20,307 - yago11k_0.00003 - [INFO] - [E:303| 400]: Train Loss:0.0011116, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:55:23,227 - yago11k_0.00003 - [INFO] - [E:303| 500]: Train Loss:0.0011115, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:56:25,797 - yago11k_0.00003 - [INFO] - [E:303| 600]: Train Loss:0.0011117, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:56:25,797 - yago11k_0.00003 - [INFO] - [Epoch:303]: Training Loss:0.001112
2023-06-06 18:56:26,011 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 18:56:37,931 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 18:56:49,684 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 303 valid]:
MRR: Tail : 0.4066, Head : 0.2335, Avg : 0.32005
2023-06-06 18:56:49,684 - yago11k_0.00003 - [INFO] - [Epoch 303]: Training Loss: 0.0011117, Valid MRR: 0.32434,
2023-06-06 18:56:50,325 - yago11k_0.00003 - [INFO] - [E:304| 0]: Train Loss:0.0011189, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:57:53,311 - yago11k_0.00003 - [INFO] - [E:304| 100]: Train Loss:0.0011124, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:58:56,273 - yago11k_0.00003 - [INFO] - [E:304| 200]: Train Loss:0.0011126, Val MRR:0.32434, yago11k_0.00003
2023-06-06 18:59:59,188 - yago11k_0.00003 - [INFO] - [E:304| 300]: Train Loss:0.0011119, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:01:02,098 - yago11k_0.00003 - [INFO] - [E:304| 400]: Train Loss:0.0011114, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:02:05,076 - yago11k_0.00003 - [INFO] - [E:304| 500]: Train Loss:0.0011115, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:03:07,607 - yago11k_0.00003 - [INFO] - [E:304| 600]: Train Loss:0.0011113, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:03:07,607 - yago11k_0.00003 - [INFO] - [Epoch:304]: Training Loss:0.001111
2023-06-06 19:03:07,822 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 19:03:19,749 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 19:03:31,504 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 304 valid]:
MRR: Tail : 0.40883, Head : 0.23451, Avg : 0.32167
2023-06-06 19:03:31,504 - yago11k_0.00003 - [INFO] - [Epoch 304]: Training Loss: 0.0011113, Valid MRR: 0.32434,
2023-06-06 19:03:32,139 - yago11k_0.00003 - [INFO] - [E:305| 0]: Train Loss:0.0010836, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:04:35,177 - yago11k_0.00003 - [INFO] - [E:305| 100]: Train Loss:0.0011081, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:05:38,175 - yago11k_0.00003 - [INFO] - [E:305| 200]: Train Loss:0.0011092, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:06:41,184 - yago11k_0.00003 - [INFO] - [E:305| 300]: Train Loss:0.0011108, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:07:44,228 - yago11k_0.00003 - [INFO] - [E:305| 400]: Train Loss:0.0011111, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:08:47,145 - yago11k_0.00003 - [INFO] - [E:305| 500]: Train Loss:0.0011109, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:09:49,622 - yago11k_0.00003 - [INFO] - [E:305| 600]: Train Loss:0.0011113, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:09:49,623 - yago11k_0.00003 - [INFO] - [Epoch:305]: Training Loss:0.001111
2023-06-06 19:09:49,838 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 19:10:01,749 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 19:10:13,489 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 305 valid]:
MRR: Tail : 0.41141, Head : 0.23577, Avg : 0.32359
2023-06-06 19:10:13,489 - yago11k_0.00003 - [INFO] - [Epoch 305]: Training Loss: 0.0011113, Valid MRR: 0.32434,
2023-06-06 19:10:14,124 - yago11k_0.00003 - [INFO] - [E:306| 0]: Train Loss:0.0011062, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:11:17,043 - yago11k_0.00003 - [INFO] - [E:306| 100]: Train Loss:0.0011108, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:12:19,949 - yago11k_0.00003 - [INFO] - [E:306| 200]: Train Loss:0.0011108, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:13:22,878 - yago11k_0.00003 - [INFO] - [E:306| 300]: Train Loss:0.0011104, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:14:25,866 - yago11k_0.00003 - [INFO] - [E:306| 400]: Train Loss:0.0011116, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:15:28,826 - yago11k_0.00003 - [INFO] - [E:306| 500]: Train Loss:0.0011117, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:16:31,379 - yago11k_0.00003 - [INFO] - [E:306| 600]: Train Loss:0.0011115, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:16:31,379 - yago11k_0.00003 - [INFO] - [Epoch:306]: Training Loss:0.001111
2023-06-06 19:16:31,594 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 19:16:43,516 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 19:16:55,261 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 306 valid]:
MRR: Tail : 0.41115, Head : 0.23517, Avg : 0.32316
2023-06-06 19:16:55,261 - yago11k_0.00003 - [INFO] - [Epoch 306]: Training Loss: 0.0011115, Valid MRR: 0.32434,
2023-06-06 19:16:55,895 - yago11k_0.00003 - [INFO] - [E:307| 0]: Train Loss:0.0011151, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:17:58,834 - yago11k_0.00003 - [INFO] - [E:307| 100]: Train Loss:0.0011093, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:19:01,848 - yago11k_0.00003 - [INFO] - [E:307| 200]: Train Loss:0.0011097, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:20:04,897 - yago11k_0.00003 - [INFO] - [E:307| 300]: Train Loss:0.00111, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:21:07,843 - yago11k_0.00003 - [INFO] - [E:307| 400]: Train Loss:0.0011097, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:22:10,801 - yago11k_0.00003 - [INFO] - [E:307| 500]: Train Loss:0.0011105, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:23:13,330 - yago11k_0.00003 - [INFO] - [E:307| 600]: Train Loss:0.001111, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:23:13,330 - yago11k_0.00003 - [INFO] - [Epoch:307]: Training Loss:0.001111
2023-06-06 19:23:13,544 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 19:23:25,468 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 19:23:37,211 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 307 valid]:
MRR: Tail : 0.40923, Head : 0.23487, Avg : 0.32205
2023-06-06 19:23:37,211 - yago11k_0.00003 - [INFO] - [Epoch 307]: Training Loss: 0.001111, Valid MRR: 0.32434,
2023-06-06 19:23:37,846 - yago11k_0.00003 - [INFO] - [E:308| 0]: Train Loss:0.0011043, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:24:40,823 - yago11k_0.00003 - [INFO] - [E:308| 100]: Train Loss:0.0011093, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:25:43,836 - yago11k_0.00003 - [INFO] - [E:308| 200]: Train Loss:0.001111, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:26:46,771 - yago11k_0.00003 - [INFO] - [E:308| 300]: Train Loss:0.0011109, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:27:49,718 - yago11k_0.00003 - [INFO] - [E:308| 400]: Train Loss:0.0011113, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:28:52,664 - yago11k_0.00003 - [INFO] - [E:308| 500]: Train Loss:0.0011113, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:29:55,158 - yago11k_0.00003 - [INFO] - [E:308| 600]: Train Loss:0.001111, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:29:55,158 - yago11k_0.00003 - [INFO] - [Epoch:308]: Training Loss:0.001111
2023-06-06 19:29:55,372 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 19:30:07,296 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 19:30:19,041 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 308 valid]:
MRR: Tail : 0.41208, Head : 0.23568, Avg : 0.32388
2023-06-06 19:30:19,041 - yago11k_0.00003 - [INFO] - [Epoch 308]: Training Loss: 0.001111, Valid MRR: 0.32434,
2023-06-06 19:30:19,674 - yago11k_0.00003 - [INFO] - [E:309| 0]: Train Loss:0.0011198, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:31:22,612 - yago11k_0.00003 - [INFO] - [E:309| 100]: Train Loss:0.0011097, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:32:25,625 - yago11k_0.00003 - [INFO] - [E:309| 200]: Train Loss:0.0011092, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:33:28,658 - yago11k_0.00003 - [INFO] - [E:309| 300]: Train Loss:0.00111, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:34:31,655 - yago11k_0.00003 - [INFO] - [E:309| 400]: Train Loss:0.0011106, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:35:34,549 - yago11k_0.00003 - [INFO] - [E:309| 500]: Train Loss:0.0011106, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:36:37,052 - yago11k_0.00003 - [INFO] - [E:309| 600]: Train Loss:0.0011112, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:36:37,052 - yago11k_0.00003 - [INFO] - [Epoch:309]: Training Loss:0.001111
2023-06-06 19:36:37,265 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 19:36:49,184 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 19:37:00,955 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 309 valid]:
MRR: Tail : 0.41132, Head : 0.236, Avg : 0.32366
MR: Tail : 649.97, Head : 991.71, Avg : 820.84
Hit-1: Tail : 0.32884, Head : 0.19519, Avg : 0.26202
Hit-3: Tail : 0.44457, Head : 0.2302, Avg : 0.33739
Hit-10: Tail : 0.58072, Head : 0.31689, Avg : 0.44881
2023-06-06 19:37:00,955 - yago11k_0.00003 - [INFO] - [Epoch 309]: Training Loss: 0.0011112, Valid MRR: 0.32434,
2023-06-06 19:37:01,590 - yago11k_0.00003 - [INFO] - [E:310| 0]: Train Loss:0.0011058, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:38:04,637 - yago11k_0.00003 - [INFO] - [E:310| 100]: Train Loss:0.0011107, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:39:07,630 - yago11k_0.00003 - [INFO] - [E:310| 200]: Train Loss:0.00111, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:40:10,603 - yago11k_0.00003 - [INFO] - [E:310| 300]: Train Loss:0.0011102, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:41:13,561 - yago11k_0.00003 - [INFO] - [E:310| 400]: Train Loss:0.0011106, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:42:16,498 - yago11k_0.00003 - [INFO] - [E:310| 500]: Train Loss:0.0011112, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:43:19,029 - yago11k_0.00003 - [INFO] - [E:310| 600]: Train Loss:0.0011108, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:43:19,029 - yago11k_0.00003 - [INFO] - [Epoch:310]: Training Loss:0.001111
2023-06-06 19:43:19,244 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 19:43:31,167 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 19:43:42,910 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 310 valid]:
MRR: Tail : 0.40875, Head : 0.23564, Avg : 0.32219
2023-06-06 19:43:42,910 - yago11k_0.00003 - [INFO] - [Epoch 310]: Training Loss: 0.0011108, Valid MRR: 0.32434,
2023-06-06 19:43:43,545 - yago11k_0.00003 - [INFO] - [E:311| 0]: Train Loss:0.0011013, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:44:46,493 - yago11k_0.00003 - [INFO] - [E:311| 100]: Train Loss:0.0011108, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:45:49,481 - yago11k_0.00003 - [INFO] - [E:311| 200]: Train Loss:0.0011113, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:46:52,445 - yago11k_0.00003 - [INFO] - [E:311| 300]: Train Loss:0.001111, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:47:55,371 - yago11k_0.00003 - [INFO] - [E:311| 400]: Train Loss:0.0011113, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:48:58,320 - yago11k_0.00003 - [INFO] - [E:311| 500]: Train Loss:0.0011106, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:50:00,828 - yago11k_0.00003 - [INFO] - [E:311| 600]: Train Loss:0.001111, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:50:00,829 - yago11k_0.00003 - [INFO] - [Epoch:311]: Training Loss:0.001111
2023-06-06 19:50:01,041 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 19:50:12,969 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 19:50:24,717 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 311 valid]:
MRR: Tail : 0.41136, Head : 0.23646, Avg : 0.32391
2023-06-06 19:50:24,717 - yago11k_0.00003 - [INFO] - [Epoch 311]: Training Loss: 0.001111, Valid MRR: 0.32434,
2023-06-06 19:50:25,351 - yago11k_0.00003 - [INFO] - [E:312| 0]: Train Loss:0.0011071, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:51:28,272 - yago11k_0.00003 - [INFO] - [E:312| 100]: Train Loss:0.0011115, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:52:31,283 - yago11k_0.00003 - [INFO] - [E:312| 200]: Train Loss:0.0011113, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:53:34,289 - yago11k_0.00003 - [INFO] - [E:312| 300]: Train Loss:0.0011111, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:54:37,335 - yago11k_0.00003 - [INFO] - [E:312| 400]: Train Loss:0.0011111, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:55:40,363 - yago11k_0.00003 - [INFO] - [E:312| 500]: Train Loss:0.0011113, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:56:42,934 - yago11k_0.00003 - [INFO] - [E:312| 600]: Train Loss:0.0011109, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:56:42,934 - yago11k_0.00003 - [INFO] - [Epoch:312]: Training Loss:0.001111
2023-06-06 19:56:43,149 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 19:56:55,082 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 19:57:06,843 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 312 valid]:
MRR: Tail : 0.41221, Head : 0.23529, Avg : 0.32375
2023-06-06 19:57:06,843 - yago11k_0.00003 - [INFO] - [Epoch 312]: Training Loss: 0.0011109, Valid MRR: 0.32434,
2023-06-06 19:57:07,480 - yago11k_0.00003 - [INFO] - [E:313| 0]: Train Loss:0.0011024, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:58:10,520 - yago11k_0.00003 - [INFO] - [E:313| 100]: Train Loss:0.0011108, Val MRR:0.32434, yago11k_0.00003
2023-06-06 19:59:13,489 - yago11k_0.00003 - [INFO] - [E:313| 200]: Train Loss:0.0011116, Val MRR:0.32434, yago11k_0.00003
2023-06-06 20:00:16,447 - yago11k_0.00003 - [INFO] - [E:313| 300]: Train Loss:0.0011108, Val MRR:0.32434, yago11k_0.00003
2023-06-06 20:01:19,447 - yago11k_0.00003 - [INFO] - [E:313| 400]: Train Loss:0.0011108, Val MRR:0.32434, yago11k_0.00003
2023-06-06 20:02:22,366 - yago11k_0.00003 - [INFO] - [E:313| 500]: Train Loss:0.0011107, Val MRR:0.32434, yago11k_0.00003
2023-06-06 20:03:24,889 - yago11k_0.00003 - [INFO] - [E:313| 600]: Train Loss:0.001111, Val MRR:0.32434, yago11k_0.00003
2023-06-06 20:03:24,889 - yago11k_0.00003 - [INFO] - [Epoch:313]: Training Loss:0.001111
2023-06-06 20:03:25,102 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 20:03:37,065 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 20:03:48,835 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 313 valid]:
MRR: Tail : 0.4127, Head : 0.23603, Avg : 0.32437
2023-06-06 20:03:49,792 - yago11k_0.00003 - [INFO] - [Epoch 313]: Training Loss: 0.001111, Valid MRR: 0.32437,
2023-06-06 20:03:50,432 - yago11k_0.00003 - [INFO] - [E:314| 0]: Train Loss:0.001103, Val MRR:0.32437, yago11k_0.00003
2023-06-06 20:04:53,386 - yago11k_0.00003 - [INFO] - [E:314| 100]: Train Loss:0.0011111, Val MRR:0.32437, yago11k_0.00003
2023-06-06 20:05:56,346 - yago11k_0.00003 - [INFO] - [E:314| 200]: Train Loss:0.0011116, Val MRR:0.32437, yago11k_0.00003
2023-06-06 20:06:59,360 - yago11k_0.00003 - [INFO] - [E:314| 300]: Train Loss:0.0011116, Val MRR:0.32437, yago11k_0.00003
2023-06-06 20:08:02,298 - yago11k_0.00003 - [INFO] - [E:314| 400]: Train Loss:0.0011111, Val MRR:0.32437, yago11k_0.00003
2023-06-06 20:09:05,246 - yago11k_0.00003 - [INFO] - [E:314| 500]: Train Loss:0.0011112, Val MRR:0.32437, yago11k_0.00003
2023-06-06 20:10:07,794 - yago11k_0.00003 - [INFO] - [E:314| 600]: Train Loss:0.0011109, Val MRR:0.32437, yago11k_0.00003
2023-06-06 20:10:07,794 - yago11k_0.00003 - [INFO] - [Epoch:314]: Training Loss:0.001111
2023-06-06 20:10:08,009 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 20:10:19,934 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 20:10:31,683 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 314 valid]:
MRR: Tail : 0.41386, Head : 0.23628, Avg : 0.32507
2023-06-06 20:10:32,618 - yago11k_0.00003 - [INFO] - [Epoch 314]: Training Loss: 0.0011109, Valid MRR: 0.32507,
2023-06-06 20:10:33,256 - yago11k_0.00003 - [INFO] - [E:315| 0]: Train Loss:0.001102, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:11:36,183 - yago11k_0.00003 - [INFO] - [E:315| 100]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:12:39,188 - yago11k_0.00003 - [INFO] - [E:315| 200]: Train Loss:0.0011111, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:13:42,152 - yago11k_0.00003 - [INFO] - [E:315| 300]: Train Loss:0.0011113, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:14:45,111 - yago11k_0.00003 - [INFO] - [E:315| 400]: Train Loss:0.0011108, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:15:48,120 - yago11k_0.00003 - [INFO] - [E:315| 500]: Train Loss:0.0011104, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:16:50,709 - yago11k_0.00003 - [INFO] - [E:315| 600]: Train Loss:0.0011102, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:16:50,709 - yago11k_0.00003 - [INFO] - [Epoch:315]: Training Loss:0.00111
2023-06-06 20:16:50,923 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 20:17:02,865 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 20:17:14,620 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 315 valid]:
MRR: Tail : 0.4111, Head : 0.23477, Avg : 0.32293
2023-06-06 20:17:14,621 - yago11k_0.00003 - [INFO] - [Epoch 315]: Training Loss: 0.0011102, Valid MRR: 0.32507,
2023-06-06 20:17:15,261 - yago11k_0.00003 - [INFO] - [E:316| 0]: Train Loss:0.0011013, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:18:18,308 - yago11k_0.00003 - [INFO] - [E:316| 100]: Train Loss:0.0011107, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:19:21,305 - yago11k_0.00003 - [INFO] - [E:316| 200]: Train Loss:0.0011109, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:20:24,301 - yago11k_0.00003 - [INFO] - [E:316| 300]: Train Loss:0.0011109, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:21:27,334 - yago11k_0.00003 - [INFO] - [E:316| 400]: Train Loss:0.0011106, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:22:30,382 - yago11k_0.00003 - [INFO] - [E:316| 500]: Train Loss:0.0011105, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:23:32,994 - yago11k_0.00003 - [INFO] - [E:316| 600]: Train Loss:0.0011105, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:23:32,994 - yago11k_0.00003 - [INFO] - [Epoch:316]: Training Loss:0.00111
2023-06-06 20:23:33,208 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 20:23:45,128 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 20:23:56,871 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 316 valid]:
MRR: Tail : 0.41227, Head : 0.2338, Avg : 0.32304
2023-06-06 20:23:56,872 - yago11k_0.00003 - [INFO] - [Epoch 316]: Training Loss: 0.0011105, Valid MRR: 0.32507,
2023-06-06 20:23:57,506 - yago11k_0.00003 - [INFO] - [E:317| 0]: Train Loss:0.0010939, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:25:00,504 - yago11k_0.00003 - [INFO] - [E:317| 100]: Train Loss:0.0011087, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:26:03,459 - yago11k_0.00003 - [INFO] - [E:317| 200]: Train Loss:0.0011085, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:27:06,499 - yago11k_0.00003 - [INFO] - [E:317| 300]: Train Loss:0.0011086, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:28:09,463 - yago11k_0.00003 - [INFO] - [E:317| 400]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:29:12,381 - yago11k_0.00003 - [INFO] - [E:317| 500]: Train Loss:0.0011099, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:30:14,934 - yago11k_0.00003 - [INFO] - [E:317| 600]: Train Loss:0.0011103, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:30:14,935 - yago11k_0.00003 - [INFO] - [Epoch:317]: Training Loss:0.00111
2023-06-06 20:30:15,149 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 20:30:27,066 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 20:30:38,810 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 317 valid]:
MRR: Tail : 0.41096, Head : 0.23231, Avg : 0.32164
2023-06-06 20:30:38,810 - yago11k_0.00003 - [INFO] - [Epoch 317]: Training Loss: 0.0011103, Valid MRR: 0.32507,
2023-06-06 20:30:39,444 - yago11k_0.00003 - [INFO] - [E:318| 0]: Train Loss:0.0011014, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:31:42,387 - yago11k_0.00003 - [INFO] - [E:318| 100]: Train Loss:0.0011085, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:32:45,312 - yago11k_0.00003 - [INFO] - [E:318| 200]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:33:48,344 - yago11k_0.00003 - [INFO] - [E:318| 300]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:34:51,334 - yago11k_0.00003 - [INFO] - [E:318| 400]: Train Loss:0.0011102, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:35:54,395 - yago11k_0.00003 - [INFO] - [E:318| 500]: Train Loss:0.0011108, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:36:56,927 - yago11k_0.00003 - [INFO] - [E:318| 600]: Train Loss:0.0011107, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:36:56,928 - yago11k_0.00003 - [INFO] - [Epoch:318]: Training Loss:0.001111
2023-06-06 20:36:57,143 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 20:37:09,063 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 20:37:20,816 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 318 valid]:
MRR: Tail : 0.41159, Head : 0.23607, Avg : 0.32383
2023-06-06 20:37:20,817 - yago11k_0.00003 - [INFO] - [Epoch 318]: Training Loss: 0.0011107, Valid MRR: 0.32507,
2023-06-06 20:37:21,453 - yago11k_0.00003 - [INFO] - [E:319| 0]: Train Loss:0.0011035, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:38:24,383 - yago11k_0.00003 - [INFO] - [E:319| 100]: Train Loss:0.0011094, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:39:27,452 - yago11k_0.00003 - [INFO] - [E:319| 200]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:40:30,438 - yago11k_0.00003 - [INFO] - [E:319| 300]: Train Loss:0.0011098, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:41:33,428 - yago11k_0.00003 - [INFO] - [E:319| 400]: Train Loss:0.0011099, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:42:36,473 - yago11k_0.00003 - [INFO] - [E:319| 500]: Train Loss:0.0011098, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:43:39,025 - yago11k_0.00003 - [INFO] - [E:319| 600]: Train Loss:0.0011099, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:43:39,025 - yago11k_0.00003 - [INFO] - [Epoch:319]: Training Loss:0.00111
2023-06-06 20:43:39,239 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 20:43:51,165 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 20:44:02,928 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 319 valid]:
MRR: Tail : 0.41041, Head : 0.23472, Avg : 0.32257
MR: Tail : 675.67, Head : 1000.6, Avg : 838.15
Hit-1: Tail : 0.32676, Head : 0.19269, Avg : 0.25972
Hit-3: Tail : 0.44346, Head : 0.2302, Avg : 0.33683
Hit-10: Tail : 0.58211, Head : 0.3162, Avg : 0.44915
2023-06-06 20:44:02,929 - yago11k_0.00003 - [INFO] - [Epoch 319]: Training Loss: 0.0011099, Valid MRR: 0.32507,
2023-06-06 20:44:03,565 - yago11k_0.00003 - [INFO] - [E:320| 0]: Train Loss:0.0010953, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:45:06,669 - yago11k_0.00003 - [INFO] - [E:320| 100]: Train Loss:0.0011104, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:46:09,672 - yago11k_0.00003 - [INFO] - [E:320| 200]: Train Loss:0.0011106, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:47:12,707 - yago11k_0.00003 - [INFO] - [E:320| 300]: Train Loss:0.0011106, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:48:15,793 - yago11k_0.00003 - [INFO] - [E:320| 400]: Train Loss:0.0011104, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:49:18,732 - yago11k_0.00003 - [INFO] - [E:320| 500]: Train Loss:0.0011099, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:50:21,291 - yago11k_0.00003 - [INFO] - [E:320| 600]: Train Loss:0.0011104, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:50:21,291 - yago11k_0.00003 - [INFO] - [Epoch:320]: Training Loss:0.00111
2023-06-06 20:50:21,505 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 20:50:33,434 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 20:50:45,219 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 320 valid]:
MRR: Tail : 0.40968, Head : 0.23414, Avg : 0.32191
2023-06-06 20:50:45,219 - yago11k_0.00003 - [INFO] - [Epoch 320]: Training Loss: 0.0011104, Valid MRR: 0.32507,
2023-06-06 20:50:45,856 - yago11k_0.00003 - [INFO] - [E:321| 0]: Train Loss:0.0010984, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:51:48,803 - yago11k_0.00003 - [INFO] - [E:321| 100]: Train Loss:0.001108, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:52:51,742 - yago11k_0.00003 - [INFO] - [E:321| 200]: Train Loss:0.0011095, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:53:54,709 - yago11k_0.00003 - [INFO] - [E:321| 300]: Train Loss:0.0011097, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:54:57,685 - yago11k_0.00003 - [INFO] - [E:321| 400]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:56:00,750 - yago11k_0.00003 - [INFO] - [E:321| 500]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:57:03,369 - yago11k_0.00003 - [INFO] - [E:321| 600]: Train Loss:0.0011101, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:57:03,369 - yago11k_0.00003 - [INFO] - [Epoch:321]: Training Loss:0.00111
2023-06-06 20:57:03,585 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 20:57:15,509 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 20:57:27,265 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 321 valid]:
MRR: Tail : 0.40722, Head : 0.23501, Avg : 0.32112
2023-06-06 20:57:27,265 - yago11k_0.00003 - [INFO] - [Epoch 321]: Training Loss: 0.0011101, Valid MRR: 0.32507,
2023-06-06 20:57:27,902 - yago11k_0.00003 - [INFO] - [E:322| 0]: Train Loss:0.0011046, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:58:30,918 - yago11k_0.00003 - [INFO] - [E:322| 100]: Train Loss:0.0011116, Val MRR:0.32507, yago11k_0.00003
2023-06-06 20:59:34,025 - yago11k_0.00003 - [INFO] - [E:322| 200]: Train Loss:0.0011094, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:00:37,016 - yago11k_0.00003 - [INFO] - [E:322| 300]: Train Loss:0.0011095, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:01:40,014 - yago11k_0.00003 - [INFO] - [E:322| 400]: Train Loss:0.0011092, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:02:43,042 - yago11k_0.00003 - [INFO] - [E:322| 500]: Train Loss:0.0011097, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:03:45,549 - yago11k_0.00003 - [INFO] - [E:322| 600]: Train Loss:0.0011101, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:03:45,549 - yago11k_0.00003 - [INFO] - [Epoch:322]: Training Loss:0.00111
2023-06-06 21:03:45,763 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 21:03:57,679 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 21:04:09,428 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 322 valid]:
MRR: Tail : 0.40882, Head : 0.23366, Avg : 0.32124
2023-06-06 21:04:09,428 - yago11k_0.00003 - [INFO] - [Epoch 322]: Training Loss: 0.0011101, Valid MRR: 0.32507,
2023-06-06 21:04:10,066 - yago11k_0.00003 - [INFO] - [E:323| 0]: Train Loss:0.0011287, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:05:12,991 - yago11k_0.00003 - [INFO] - [E:323| 100]: Train Loss:0.0011092, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:06:15,906 - yago11k_0.00003 - [INFO] - [E:323| 200]: Train Loss:0.0011095, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:07:18,797 - yago11k_0.00003 - [INFO] - [E:323| 300]: Train Loss:0.0011101, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:08:21,711 - yago11k_0.00003 - [INFO] - [E:323| 400]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:09:24,645 - yago11k_0.00003 - [INFO] - [E:323| 500]: Train Loss:0.0011097, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:10:27,186 - yago11k_0.00003 - [INFO] - [E:323| 600]: Train Loss:0.0011101, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:10:27,186 - yago11k_0.00003 - [INFO] - [Epoch:323]: Training Loss:0.00111
2023-06-06 21:10:27,400 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 21:10:39,323 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 21:10:51,078 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 323 valid]:
MRR: Tail : 0.40891, Head : 0.23471, Avg : 0.32181
2023-06-06 21:10:51,078 - yago11k_0.00003 - [INFO] - [Epoch 323]: Training Loss: 0.0011101, Valid MRR: 0.32507,
2023-06-06 21:10:51,713 - yago11k_0.00003 - [INFO] - [E:324| 0]: Train Loss:0.0011045, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:11:54,679 - yago11k_0.00003 - [INFO] - [E:324| 100]: Train Loss:0.0011111, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:12:57,617 - yago11k_0.00003 - [INFO] - [E:324| 200]: Train Loss:0.0011102, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:14:00,537 - yago11k_0.00003 - [INFO] - [E:324| 300]: Train Loss:0.0011104, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:15:03,582 - yago11k_0.00003 - [INFO] - [E:324| 400]: Train Loss:0.00111, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:16:06,606 - yago11k_0.00003 - [INFO] - [E:324| 500]: Train Loss:0.0011097, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:17:09,196 - yago11k_0.00003 - [INFO] - [E:324| 600]: Train Loss:0.0011099, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:17:09,196 - yago11k_0.00003 - [INFO] - [Epoch:324]: Training Loss:0.00111
2023-06-06 21:17:09,410 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 21:17:21,376 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 21:17:33,155 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 324 valid]:
MRR: Tail : 0.40505, Head : 0.23488, Avg : 0.31997
2023-06-06 21:17:33,155 - yago11k_0.00003 - [INFO] - [Epoch 324]: Training Loss: 0.0011099, Valid MRR: 0.32507,
2023-06-06 21:17:33,795 - yago11k_0.00003 - [INFO] - [E:325| 0]: Train Loss:0.0010888, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:18:36,755 - yago11k_0.00003 - [INFO] - [E:325| 100]: Train Loss:0.0011094, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:19:39,714 - yago11k_0.00003 - [INFO] - [E:325| 200]: Train Loss:0.0011098, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:20:42,731 - yago11k_0.00003 - [INFO] - [E:325| 300]: Train Loss:0.0011099, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:21:45,729 - yago11k_0.00003 - [INFO] - [E:325| 400]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:22:48,748 - yago11k_0.00003 - [INFO] - [E:325| 500]: Train Loss:0.0011095, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:23:51,374 - yago11k_0.00003 - [INFO] - [E:325| 600]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:23:51,374 - yago11k_0.00003 - [INFO] - [Epoch:325]: Training Loss:0.00111
2023-06-06 21:23:51,588 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 21:24:03,521 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 21:24:15,298 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 325 valid]:
MRR: Tail : 0.4099, Head : 0.23456, Avg : 0.32223
2023-06-06 21:24:15,298 - yago11k_0.00003 - [INFO] - [Epoch 325]: Training Loss: 0.0011096, Valid MRR: 0.32507,
2023-06-06 21:24:15,932 - yago11k_0.00003 - [INFO] - [E:326| 0]: Train Loss:0.0010802, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:25:18,946 - yago11k_0.00003 - [INFO] - [E:326| 100]: Train Loss:0.0011106, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:26:22,020 - yago11k_0.00003 - [INFO] - [E:326| 200]: Train Loss:0.0011091, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:27:25,028 - yago11k_0.00003 - [INFO] - [E:326| 300]: Train Loss:0.0011094, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:28:28,036 - yago11k_0.00003 - [INFO] - [E:326| 400]: Train Loss:0.0011091, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:29:31,064 - yago11k_0.00003 - [INFO] - [E:326| 500]: Train Loss:0.0011095, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:30:33,587 - yago11k_0.00003 - [INFO] - [E:326| 600]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:30:33,587 - yago11k_0.00003 - [INFO] - [Epoch:326]: Training Loss:0.00111
2023-06-06 21:30:33,801 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 21:30:45,718 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 21:30:57,478 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 326 valid]:
MRR: Tail : 0.41128, Head : 0.23387, Avg : 0.32257
2023-06-06 21:30:57,478 - yago11k_0.00003 - [INFO] - [Epoch 326]: Training Loss: 0.0011096, Valid MRR: 0.32507,
2023-06-06 21:30:58,116 - yago11k_0.00003 - [INFO] - [E:327| 0]: Train Loss:0.0011116, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:32:01,113 - yago11k_0.00003 - [INFO] - [E:327| 100]: Train Loss:0.0011118, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:33:04,134 - yago11k_0.00003 - [INFO] - [E:327| 200]: Train Loss:0.001109, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:34:07,149 - yago11k_0.00003 - [INFO] - [E:327| 300]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:35:10,159 - yago11k_0.00003 - [INFO] - [E:327| 400]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:36:13,160 - yago11k_0.00003 - [INFO] - [E:327| 500]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:37:15,721 - yago11k_0.00003 - [INFO] - [E:327| 600]: Train Loss:0.0011097, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:37:15,721 - yago11k_0.00003 - [INFO] - [Epoch:327]: Training Loss:0.00111
2023-06-06 21:37:15,934 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 21:37:27,851 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 21:37:39,611 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 327 valid]:
MRR: Tail : 0.41135, Head : 0.23378, Avg : 0.32257
2023-06-06 21:37:39,611 - yago11k_0.00003 - [INFO] - [Epoch 327]: Training Loss: 0.0011097, Valid MRR: 0.32507,
2023-06-06 21:37:40,246 - yago11k_0.00003 - [INFO] - [E:328| 0]: Train Loss:0.0011602, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:38:43,241 - yago11k_0.00003 - [INFO] - [E:328| 100]: Train Loss:0.0011075, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:39:46,201 - yago11k_0.00003 - [INFO] - [E:328| 200]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:40:49,179 - yago11k_0.00003 - [INFO] - [E:328| 300]: Train Loss:0.0011085, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:41:52,130 - yago11k_0.00003 - [INFO] - [E:328| 400]: Train Loss:0.0011088, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:42:55,084 - yago11k_0.00003 - [INFO] - [E:328| 500]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:43:57,643 - yago11k_0.00003 - [INFO] - [E:328| 600]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:43:57,644 - yago11k_0.00003 - [INFO] - [Epoch:328]: Training Loss:0.001109
2023-06-06 21:43:57,859 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 21:44:09,787 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 21:44:21,550 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 328 valid]:
MRR: Tail : 0.41211, Head : 0.23443, Avg : 0.32327
2023-06-06 21:44:21,550 - yago11k_0.00003 - [INFO] - [Epoch 328]: Training Loss: 0.0011093, Valid MRR: 0.32507,
2023-06-06 21:44:22,184 - yago11k_0.00003 - [INFO] - [E:329| 0]: Train Loss:0.0011184, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:45:25,158 - yago11k_0.00003 - [INFO] - [E:329| 100]: Train Loss:0.0011079, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:46:28,094 - yago11k_0.00003 - [INFO] - [E:329| 200]: Train Loss:0.001109, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:47:31,129 - yago11k_0.00003 - [INFO] - [E:329| 300]: Train Loss:0.0011087, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:48:34,165 - yago11k_0.00003 - [INFO] - [E:329| 400]: Train Loss:0.0011092, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:49:37,187 - yago11k_0.00003 - [INFO] - [E:329| 500]: Train Loss:0.0011092, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:50:39,730 - yago11k_0.00003 - [INFO] - [E:329| 600]: Train Loss:0.0011094, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:50:39,730 - yago11k_0.00003 - [INFO] - [Epoch:329]: Training Loss:0.001109
2023-06-06 21:50:39,943 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 21:50:51,866 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 21:51:03,636 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 329 valid]:
MRR: Tail : 0.41206, Head : 0.23569, Avg : 0.32388
MR: Tail : 700.78, Head : 1008.1, Avg : 854.44
Hit-1: Tail : 0.32551, Head : 0.19394, Avg : 0.25972
Hit-3: Tail : 0.45179, Head : 0.23131, Avg : 0.34155
Hit-10: Tail : 0.58419, Head : 0.32453, Avg : 0.45436
2023-06-06 21:51:03,636 - yago11k_0.00003 - [INFO] - [Epoch 329]: Training Loss: 0.0011094, Valid MRR: 0.32507,
2023-06-06 21:51:04,271 - yago11k_0.00003 - [INFO] - [E:330| 0]: Train Loss:0.0011213, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:52:07,241 - yago11k_0.00003 - [INFO] - [E:330| 100]: Train Loss:0.0011101, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:53:10,237 - yago11k_0.00003 - [INFO] - [E:330| 200]: Train Loss:0.0011094, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:54:13,256 - yago11k_0.00003 - [INFO] - [E:330| 300]: Train Loss:0.0011102, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:55:16,305 - yago11k_0.00003 - [INFO] - [E:330| 400]: Train Loss:0.0011099, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:56:19,399 - yago11k_0.00003 - [INFO] - [E:330| 500]: Train Loss:0.0011095, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:57:22,011 - yago11k_0.00003 - [INFO] - [E:330| 600]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:57:22,012 - yago11k_0.00003 - [INFO] - [Epoch:330]: Training Loss:0.00111
2023-06-06 21:57:22,226 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 21:57:34,163 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 21:57:45,939 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 330 valid]:
MRR: Tail : 0.4132, Head : 0.23525, Avg : 0.32422
2023-06-06 21:57:45,939 - yago11k_0.00003 - [INFO] - [Epoch 330]: Training Loss: 0.0011096, Valid MRR: 0.32507,
2023-06-06 21:57:46,577 - yago11k_0.00003 - [INFO] - [E:331| 0]: Train Loss:0.0011189, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:58:49,630 - yago11k_0.00003 - [INFO] - [E:331| 100]: Train Loss:0.0011098, Val MRR:0.32507, yago11k_0.00003
2023-06-06 21:59:52,604 - yago11k_0.00003 - [INFO] - [E:331| 200]: Train Loss:0.0011091, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:00:55,572 - yago11k_0.00003 - [INFO] - [E:331| 300]: Train Loss:0.0011095, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:01:58,596 - yago11k_0.00003 - [INFO] - [E:331| 400]: Train Loss:0.0011091, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:03:01,532 - yago11k_0.00003 - [INFO] - [E:331| 500]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:04:04,095 - yago11k_0.00003 - [INFO] - [E:331| 600]: Train Loss:0.0011094, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:04:04,095 - yago11k_0.00003 - [INFO] - [Epoch:331]: Training Loss:0.001109
2023-06-06 22:04:04,309 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 22:04:16,287 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 22:04:28,081 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 331 valid]:
MRR: Tail : 0.40902, Head : 0.23586, Avg : 0.32244
2023-06-06 22:04:28,081 - yago11k_0.00003 - [INFO] - [Epoch 331]: Training Loss: 0.0011094, Valid MRR: 0.32507,
2023-06-06 22:04:28,715 - yago11k_0.00003 - [INFO] - [E:332| 0]: Train Loss:0.0011038, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:05:31,727 - yago11k_0.00003 - [INFO] - [E:332| 100]: Train Loss:0.001109, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:06:34,715 - yago11k_0.00003 - [INFO] - [E:332| 200]: Train Loss:0.0011092, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:07:37,745 - yago11k_0.00003 - [INFO] - [E:332| 300]: Train Loss:0.0011091, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:08:40,706 - yago11k_0.00003 - [INFO] - [E:332| 400]: Train Loss:0.0011084, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:09:43,694 - yago11k_0.00003 - [INFO] - [E:332| 500]: Train Loss:0.0011089, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:10:46,329 - yago11k_0.00003 - [INFO] - [E:332| 600]: Train Loss:0.0011095, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:10:46,329 - yago11k_0.00003 - [INFO] - [Epoch:332]: Training Loss:0.001109
2023-06-06 22:10:46,542 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 22:10:58,495 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 22:11:10,262 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 332 valid]:
MRR: Tail : 0.41085, Head : 0.23526, Avg : 0.32306
2023-06-06 22:11:10,262 - yago11k_0.00003 - [INFO] - [Epoch 332]: Training Loss: 0.0011095, Valid MRR: 0.32507,
2023-06-06 22:11:10,899 - yago11k_0.00003 - [INFO] - [E:333| 0]: Train Loss:0.0011226, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:12:13,892 - yago11k_0.00003 - [INFO] - [E:333| 100]: Train Loss:0.0011062, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:13:16,913 - yago11k_0.00003 - [INFO] - [E:333| 200]: Train Loss:0.0011083, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:14:19,906 - yago11k_0.00003 - [INFO] - [E:333| 300]: Train Loss:0.0011089, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:15:22,876 - yago11k_0.00003 - [INFO] - [E:333| 400]: Train Loss:0.0011086, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:16:25,871 - yago11k_0.00003 - [INFO] - [E:333| 500]: Train Loss:0.0011085, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:17:28,498 - yago11k_0.00003 - [INFO] - [E:333| 600]: Train Loss:0.0011089, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:17:28,498 - yago11k_0.00003 - [INFO] - [Epoch:333]: Training Loss:0.001109
2023-06-06 22:17:28,713 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 22:17:40,650 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 22:17:52,431 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 333 valid]:
MRR: Tail : 0.41124, Head : 0.23603, Avg : 0.32363
2023-06-06 22:17:52,431 - yago11k_0.00003 - [INFO] - [Epoch 333]: Training Loss: 0.0011089, Valid MRR: 0.32507,
2023-06-06 22:17:53,066 - yago11k_0.00003 - [INFO] - [E:334| 0]: Train Loss:0.0010885, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:18:56,087 - yago11k_0.00003 - [INFO] - [E:334| 100]: Train Loss:0.0011078, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:19:59,178 - yago11k_0.00003 - [INFO] - [E:334| 200]: Train Loss:0.0011078, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:21:02,220 - yago11k_0.00003 - [INFO] - [E:334| 300]: Train Loss:0.0011084, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:22:05,274 - yago11k_0.00003 - [INFO] - [E:334| 400]: Train Loss:0.0011093, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:23:08,305 - yago11k_0.00003 - [INFO] - [E:334| 500]: Train Loss:0.001109, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:24:10,903 - yago11k_0.00003 - [INFO] - [E:334| 600]: Train Loss:0.0011092, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:24:10,903 - yago11k_0.00003 - [INFO] - [Epoch:334]: Training Loss:0.001109
2023-06-06 22:24:11,118 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 22:24:23,047 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 22:24:34,814 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 334 valid]:
MRR: Tail : 0.40804, Head : 0.23556, Avg : 0.3218
2023-06-06 22:24:34,814 - yago11k_0.00003 - [INFO] - [Epoch 334]: Training Loss: 0.0011092, Valid MRR: 0.32507,
2023-06-06 22:24:35,451 - yago11k_0.00003 - [INFO] - [E:335| 0]: Train Loss:0.0011039, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:25:38,485 - yago11k_0.00003 - [INFO] - [E:335| 100]: Train Loss:0.0011078, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:26:41,495 - yago11k_0.00003 - [INFO] - [E:335| 200]: Train Loss:0.0011079, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:27:44,540 - yago11k_0.00003 - [INFO] - [E:335| 300]: Train Loss:0.001108, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:28:47,571 - yago11k_0.00003 - [INFO] - [E:335| 400]: Train Loss:0.0011081, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:29:50,588 - yago11k_0.00003 - [INFO] - [E:335| 500]: Train Loss:0.0011081, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:30:53,240 - yago11k_0.00003 - [INFO] - [E:335| 600]: Train Loss:0.0011087, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:30:53,240 - yago11k_0.00003 - [INFO] - [Epoch:335]: Training Loss:0.001109
2023-06-06 22:30:53,454 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 22:31:05,371 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 22:31:17,134 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 335 valid]:
MRR: Tail : 0.41351, Head : 0.23554, Avg : 0.32452
2023-06-06 22:31:17,135 - yago11k_0.00003 - [INFO] - [Epoch 335]: Training Loss: 0.0011087, Valid MRR: 0.32507,
2023-06-06 22:31:17,771 - yago11k_0.00003 - [INFO] - [E:336| 0]: Train Loss:0.0011095, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:32:20,749 - yago11k_0.00003 - [INFO] - [E:336| 100]: Train Loss:0.0011104, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:33:23,739 - yago11k_0.00003 - [INFO] - [E:336| 200]: Train Loss:0.0011094, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:34:26,799 - yago11k_0.00003 - [INFO] - [E:336| 300]: Train Loss:0.0011099, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:35:29,803 - yago11k_0.00003 - [INFO] - [E:336| 400]: Train Loss:0.0011096, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:36:32,808 - yago11k_0.00003 - [INFO] - [E:336| 500]: Train Loss:0.001109, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:37:35,302 - yago11k_0.00003 - [INFO] - [E:336| 600]: Train Loss:0.0011092, Val MRR:0.32507, yago11k_0.00003
2023-06-06 22:37:35,303 - yago11k_0.00003 - [INFO] - [Epoch:336]: Training Loss:0.001109
2023-06-06 22:37:35,516 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 22:37:47,434 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 22:37:59,189 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 336 valid]:
MRR: Tail : 0.41494, Head : 0.23538, Avg : 0.32516
2023-06-06 22:38:00,131 - yago11k_0.00003 - [INFO] - [Epoch 336]: Training Loss: 0.0011092, Valid MRR: 0.32516,
2023-06-06 22:38:00,768 - yago11k_0.00003 - [INFO] - [E:337| 0]: Train Loss:0.0011197, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:39:03,727 - yago11k_0.00003 - [INFO] - [E:337| 100]: Train Loss:0.00111, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:40:06,741 - yago11k_0.00003 - [INFO] - [E:337| 200]: Train Loss:0.0011082, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:41:09,698 - yago11k_0.00003 - [INFO] - [E:337| 300]: Train Loss:0.0011088, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:42:12,647 - yago11k_0.00003 - [INFO] - [E:337| 400]: Train Loss:0.001108, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:43:15,695 - yago11k_0.00003 - [INFO] - [E:337| 500]: Train Loss:0.0011084, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:44:18,282 - yago11k_0.00003 - [INFO] - [E:337| 600]: Train Loss:0.0011088, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:44:18,282 - yago11k_0.00003 - [INFO] - [Epoch:337]: Training Loss:0.001109
2023-06-06 22:44:18,497 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 22:44:30,432 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 22:44:42,210 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 337 valid]:
MRR: Tail : 0.41307, Head : 0.23677, Avg : 0.32492
2023-06-06 22:44:42,211 - yago11k_0.00003 - [INFO] - [Epoch 337]: Training Loss: 0.0011088, Valid MRR: 0.32516,
2023-06-06 22:44:42,849 - yago11k_0.00003 - [INFO] - [E:338| 0]: Train Loss:0.0010919, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:45:45,950 - yago11k_0.00003 - [INFO] - [E:338| 100]: Train Loss:0.0011106, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:46:48,954 - yago11k_0.00003 - [INFO] - [E:338| 200]: Train Loss:0.00111, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:47:51,965 - yago11k_0.00003 - [INFO] - [E:338| 300]: Train Loss:0.0011087, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:48:55,044 - yago11k_0.00003 - [INFO] - [E:338| 400]: Train Loss:0.0011085, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:49:58,077 - yago11k_0.00003 - [INFO] - [E:338| 500]: Train Loss:0.0011086, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:51:00,675 - yago11k_0.00003 - [INFO] - [E:338| 600]: Train Loss:0.0011089, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:51:00,675 - yago11k_0.00003 - [INFO] - [Epoch:338]: Training Loss:0.001109
2023-06-06 22:51:00,890 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 22:51:12,828 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 22:51:24,632 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 338 valid]:
MRR: Tail : 0.41067, Head : 0.23599, Avg : 0.32333
2023-06-06 22:51:24,632 - yago11k_0.00003 - [INFO] - [Epoch 338]: Training Loss: 0.0011089, Valid MRR: 0.32516,
2023-06-06 22:51:25,277 - yago11k_0.00003 - [INFO] - [E:339| 0]: Train Loss:0.0011271, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:52:28,302 - yago11k_0.00003 - [INFO] - [E:339| 100]: Train Loss:0.0011074, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:53:31,319 - yago11k_0.00003 - [INFO] - [E:339| 200]: Train Loss:0.0011094, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:54:34,386 - yago11k_0.00003 - [INFO] - [E:339| 300]: Train Loss:0.001109, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:55:37,410 - yago11k_0.00003 - [INFO] - [E:339| 400]: Train Loss:0.0011085, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:56:40,422 - yago11k_0.00003 - [INFO] - [E:339| 500]: Train Loss:0.0011089, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:57:43,014 - yago11k_0.00003 - [INFO] - [E:339| 600]: Train Loss:0.0011086, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:57:43,014 - yago11k_0.00003 - [INFO] - [Epoch:339]: Training Loss:0.001109
2023-06-06 22:57:43,228 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 22:57:55,142 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 22:58:06,892 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 339 valid]:
MRR: Tail : 0.4124, Head : 0.23452, Avg : 0.32346
MR: Tail : 684.08, Head : 988.43, Avg : 836.25
Hit-1: Tail : 0.32731, Head : 0.19255, Avg : 0.25993
Hit-3: Tail : 0.44832, Head : 0.23034, Avg : 0.33933
Hit-10: Tail : 0.58252, Head : 0.31634, Avg : 0.44943
2023-06-06 22:58:06,892 - yago11k_0.00003 - [INFO] - [Epoch 339]: Training Loss: 0.0011086, Valid MRR: 0.32516,
2023-06-06 22:58:07,528 - yago11k_0.00003 - [INFO] - [E:340| 0]: Train Loss:0.0011291, Val MRR:0.32516, yago11k_0.00003
2023-06-06 22:59:10,480 - yago11k_0.00003 - [INFO] - [E:340| 100]: Train Loss:0.001109, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:00:13,505 - yago11k_0.00003 - [INFO] - [E:340| 200]: Train Loss:0.0011085, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:01:16,488 - yago11k_0.00003 - [INFO] - [E:340| 300]: Train Loss:0.001108, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:02:19,476 - yago11k_0.00003 - [INFO] - [E:340| 400]: Train Loss:0.0011087, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:03:22,514 - yago11k_0.00003 - [INFO] - [E:340| 500]: Train Loss:0.0011089, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:04:25,003 - yago11k_0.00003 - [INFO] - [E:340| 600]: Train Loss:0.0011086, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:04:25,003 - yago11k_0.00003 - [INFO] - [Epoch:340]: Training Loss:0.001109
2023-06-06 23:04:25,216 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 23:04:37,131 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 23:04:48,889 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 340 valid]:
MRR: Tail : 0.41202, Head : 0.23723, Avg : 0.32462
2023-06-06 23:04:48,889 - yago11k_0.00003 - [INFO] - [Epoch 340]: Training Loss: 0.0011086, Valid MRR: 0.32516,
2023-06-06 23:04:49,524 - yago11k_0.00003 - [INFO] - [E:341| 0]: Train Loss:0.0011066, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:05:52,520 - yago11k_0.00003 - [INFO] - [E:341| 100]: Train Loss:0.0011093, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:06:55,540 - yago11k_0.00003 - [INFO] - [E:341| 200]: Train Loss:0.0011087, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:07:58,536 - yago11k_0.00003 - [INFO] - [E:341| 300]: Train Loss:0.0011089, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:09:01,558 - yago11k_0.00003 - [INFO] - [E:341| 400]: Train Loss:0.0011084, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:10:04,515 - yago11k_0.00003 - [INFO] - [E:341| 500]: Train Loss:0.0011085, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:11:07,076 - yago11k_0.00003 - [INFO] - [E:341| 600]: Train Loss:0.0011086, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:11:07,077 - yago11k_0.00003 - [INFO] - [Epoch:341]: Training Loss:0.001109
2023-06-06 23:11:07,290 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 23:11:19,204 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 23:11:30,953 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 341 valid]:
MRR: Tail : 0.41148, Head : 0.23613, Avg : 0.3238
2023-06-06 23:11:30,953 - yago11k_0.00003 - [INFO] - [Epoch 341]: Training Loss: 0.0011086, Valid MRR: 0.32516,
2023-06-06 23:11:31,589 - yago11k_0.00003 - [INFO] - [E:342| 0]: Train Loss:0.001112, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:12:34,594 - yago11k_0.00003 - [INFO] - [E:342| 100]: Train Loss:0.0011089, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:13:37,509 - yago11k_0.00003 - [INFO] - [E:342| 200]: Train Loss:0.0011077, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:14:40,420 - yago11k_0.00003 - [INFO] - [E:342| 300]: Train Loss:0.0011077, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:15:43,377 - yago11k_0.00003 - [INFO] - [E:342| 400]: Train Loss:0.0011077, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:16:46,325 - yago11k_0.00003 - [INFO] - [E:342| 500]: Train Loss:0.0011085, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:17:48,880 - yago11k_0.00003 - [INFO] - [E:342| 600]: Train Loss:0.0011086, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:17:48,880 - yago11k_0.00003 - [INFO] - [Epoch:342]: Training Loss:0.001109
2023-06-06 23:17:49,094 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 23:18:01,020 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 23:18:12,796 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 342 valid]:
MRR: Tail : 0.4108, Head : 0.235, Avg : 0.3229
2023-06-06 23:18:12,796 - yago11k_0.00003 - [INFO] - [Epoch 342]: Training Loss: 0.0011086, Valid MRR: 0.32516,
2023-06-06 23:18:13,431 - yago11k_0.00003 - [INFO] - [E:343| 0]: Train Loss:0.0011039, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:19:16,374 - yago11k_0.00003 - [INFO] - [E:343| 100]: Train Loss:0.001107, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:20:19,320 - yago11k_0.00003 - [INFO] - [E:343| 200]: Train Loss:0.0011077, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:21:22,292 - yago11k_0.00003 - [INFO] - [E:343| 300]: Train Loss:0.0011074, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:22:25,209 - yago11k_0.00003 - [INFO] - [E:343| 400]: Train Loss:0.0011078, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:23:28,139 - yago11k_0.00003 - [INFO] - [E:343| 500]: Train Loss:0.0011076, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:24:30,676 - yago11k_0.00003 - [INFO] - [E:343| 600]: Train Loss:0.0011085, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:24:30,676 - yago11k_0.00003 - [INFO] - [Epoch:343]: Training Loss:0.001109
2023-06-06 23:24:30,890 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 23:24:42,799 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 23:24:54,550 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 343 valid]:
MRR: Tail : 0.41188, Head : 0.235, Avg : 0.32344
2023-06-06 23:24:54,550 - yago11k_0.00003 - [INFO] - [Epoch 343]: Training Loss: 0.0011085, Valid MRR: 0.32516,
2023-06-06 23:24:55,183 - yago11k_0.00003 - [INFO] - [E:344| 0]: Train Loss:0.0011109, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:25:58,137 - yago11k_0.00003 - [INFO] - [E:344| 100]: Train Loss:0.0011072, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:27:01,164 - yago11k_0.00003 - [INFO] - [E:344| 200]: Train Loss:0.001107, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:28:04,085 - yago11k_0.00003 - [INFO] - [E:344| 300]: Train Loss:0.001107, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:29:07,014 - yago11k_0.00003 - [INFO] - [E:344| 400]: Train Loss:0.0011075, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:30:10,083 - yago11k_0.00003 - [INFO] - [E:344| 500]: Train Loss:0.0011082, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:31:12,634 - yago11k_0.00003 - [INFO] - [E:344| 600]: Train Loss:0.0011083, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:31:12,634 - yago11k_0.00003 - [INFO] - [Epoch:344]: Training Loss:0.001108
2023-06-06 23:31:12,849 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 23:31:24,757 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 23:31:36,508 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 344 valid]:
MRR: Tail : 0.40894, Head : 0.23559, Avg : 0.32227
2023-06-06 23:31:36,508 - yago11k_0.00003 - [INFO] - [Epoch 344]: Training Loss: 0.0011083, Valid MRR: 0.32516,
2023-06-06 23:31:37,145 - yago11k_0.00003 - [INFO] - [E:345| 0]: Train Loss:0.0010941, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:32:40,139 - yago11k_0.00003 - [INFO] - [E:345| 100]: Train Loss:0.0011052, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:33:43,096 - yago11k_0.00003 - [INFO] - [E:345| 200]: Train Loss:0.0011075, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:34:46,074 - yago11k_0.00003 - [INFO] - [E:345| 300]: Train Loss:0.0011074, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:35:49,129 - yago11k_0.00003 - [INFO] - [E:345| 400]: Train Loss:0.0011075, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:36:52,041 - yago11k_0.00003 - [INFO] - [E:345| 500]: Train Loss:0.0011076, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:37:54,545 - yago11k_0.00003 - [INFO] - [E:345| 600]: Train Loss:0.001108, Val MRR:0.32516, yago11k_0.00003
2023-06-06 23:37:54,545 - yago11k_0.00003 - [INFO] - [Epoch:345]: Training Loss:0.001108
2023-06-06 23:37:54,759 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 23:38:06,660 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 23:38:18,409 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 345 valid]:
MRR: Tail : 0.41456, Head : 0.23724, Avg : 0.3259
2023-06-06 23:38:19,436 - yago11k_0.00003 - [INFO] - [Epoch 345]: Training Loss: 0.001108, Valid MRR: 0.3259,
2023-06-06 23:38:20,073 - yago11k_0.00003 - [INFO] - [E:346| 0]: Train Loss:0.0011222, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:39:23,073 - yago11k_0.00003 - [INFO] - [E:346| 100]: Train Loss:0.0011092, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:40:26,081 - yago11k_0.00003 - [INFO] - [E:346| 200]: Train Loss:0.0011091, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:41:29,147 - yago11k_0.00003 - [INFO] - [E:346| 300]: Train Loss:0.0011083, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:42:32,084 - yago11k_0.00003 - [INFO] - [E:346| 400]: Train Loss:0.0011084, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:43:35,045 - yago11k_0.00003 - [INFO] - [E:346| 500]: Train Loss:0.0011086, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:44:37,607 - yago11k_0.00003 - [INFO] - [E:346| 600]: Train Loss:0.0011082, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:44:37,607 - yago11k_0.00003 - [INFO] - [Epoch:346]: Training Loss:0.001108
2023-06-06 23:44:37,821 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 23:44:49,742 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 23:45:01,505 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 346 valid]:
MRR: Tail : 0.41334, Head : 0.235, Avg : 0.32417
2023-06-06 23:45:01,506 - yago11k_0.00003 - [INFO] - [Epoch 346]: Training Loss: 0.0011082, Valid MRR: 0.3259,
2023-06-06 23:45:02,144 - yago11k_0.00003 - [INFO] - [E:347| 0]: Train Loss:0.0010953, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:46:05,121 - yago11k_0.00003 - [INFO] - [E:347| 100]: Train Loss:0.0011093, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:47:08,121 - yago11k_0.00003 - [INFO] - [E:347| 200]: Train Loss:0.0011086, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:48:11,104 - yago11k_0.00003 - [INFO] - [E:347| 300]: Train Loss:0.0011076, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:49:14,039 - yago11k_0.00003 - [INFO] - [E:347| 400]: Train Loss:0.0011076, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:50:16,989 - yago11k_0.00003 - [INFO] - [E:347| 500]: Train Loss:0.0011079, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:51:19,563 - yago11k_0.00003 - [INFO] - [E:347| 600]: Train Loss:0.0011078, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:51:19,563 - yago11k_0.00003 - [INFO] - [Epoch:347]: Training Loss:0.001108
2023-06-06 23:51:19,778 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 23:51:31,704 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 23:51:43,459 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 347 valid]:
MRR: Tail : 0.41403, Head : 0.23401, Avg : 0.32402
2023-06-06 23:51:43,459 - yago11k_0.00003 - [INFO] - [Epoch 347]: Training Loss: 0.0011078, Valid MRR: 0.3259,
2023-06-06 23:51:44,095 - yago11k_0.00003 - [INFO] - [E:348| 0]: Train Loss:0.0011033, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:52:47,072 - yago11k_0.00003 - [INFO] - [E:348| 100]: Train Loss:0.0011093, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:53:50,079 - yago11k_0.00003 - [INFO] - [E:348| 200]: Train Loss:0.0011092, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:54:53,084 - yago11k_0.00003 - [INFO] - [E:348| 300]: Train Loss:0.0011084, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:55:56,087 - yago11k_0.00003 - [INFO] - [E:348| 400]: Train Loss:0.0011085, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:56:59,092 - yago11k_0.00003 - [INFO] - [E:348| 500]: Train Loss:0.0011084, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:58:01,562 - yago11k_0.00003 - [INFO] - [E:348| 600]: Train Loss:0.0011082, Val MRR:0.3259, yago11k_0.00003
2023-06-06 23:58:01,562 - yago11k_0.00003 - [INFO] - [Epoch:348]: Training Loss:0.001108
2023-06-06 23:58:01,776 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-06 23:58:13,688 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-06 23:58:25,440 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 348 valid]:
MRR: Tail : 0.4169, Head : 0.23534, Avg : 0.32612
2023-06-06 23:58:26,400 - yago11k_0.00003 - [INFO] - [Epoch 348]: Training Loss: 0.0011082, Valid MRR: 0.32612,
2023-06-06 23:58:27,040 - yago11k_0.00003 - [INFO] - [E:349| 0]: Train Loss:0.0011139, Val MRR:0.32612, yago11k_0.00003
2023-06-06 23:59:30,054 - yago11k_0.00003 - [INFO] - [E:349| 100]: Train Loss:0.0011055, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:00:33,020 - yago11k_0.00003 - [INFO] - [E:349| 200]: Train Loss:0.0011062, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:01:35,935 - yago11k_0.00003 - [INFO] - [E:349| 300]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:02:38,906 - yago11k_0.00003 - [INFO] - [E:349| 400]: Train Loss:0.0011072, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:03:41,860 - yago11k_0.00003 - [INFO] - [E:349| 500]: Train Loss:0.0011076, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:04:44,376 - yago11k_0.00003 - [INFO] - [E:349| 600]: Train Loss:0.0011078, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:04:44,376 - yago11k_0.00003 - [INFO] - [Epoch:349]: Training Loss:0.001108
2023-06-07 00:04:44,590 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 00:04:56,557 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 00:05:08,336 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 349 valid]:
MRR: Tail : 0.41004, Head : 0.23442, Avg : 0.32223
MR: Tail : 697.15, Head : 1009.8, Avg : 853.48
Hit-1: Tail : 0.32829, Head : 0.19297, Avg : 0.26063
Hit-3: Tail : 0.44221, Head : 0.23048, Avg : 0.33634
Hit-10: Tail : 0.58044, Head : 0.31662, Avg : 0.44853
2023-06-07 00:05:08,336 - yago11k_0.00003 - [INFO] - [Epoch 349]: Training Loss: 0.0011078, Valid MRR: 0.32612,
2023-06-07 00:05:08,972 - yago11k_0.00003 - [INFO] - [E:350| 0]: Train Loss:0.0011086, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:06:11,965 - yago11k_0.00003 - [INFO] - [E:350| 100]: Train Loss:0.0011074, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:07:15,005 - yago11k_0.00003 - [INFO] - [E:350| 200]: Train Loss:0.0011078, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:08:18,044 - yago11k_0.00003 - [INFO] - [E:350| 300]: Train Loss:0.0011075, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:09:21,056 - yago11k_0.00003 - [INFO] - [E:350| 400]: Train Loss:0.0011077, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:10:24,071 - yago11k_0.00003 - [INFO] - [E:350| 500]: Train Loss:0.0011077, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:11:26,744 - yago11k_0.00003 - [INFO] - [E:350| 600]: Train Loss:0.0011076, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:11:26,745 - yago11k_0.00003 - [INFO] - [Epoch:350]: Training Loss:0.001108
2023-06-07 00:11:26,958 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 00:11:38,877 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 00:11:50,633 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 350 valid]:
MRR: Tail : 0.4107, Head : 0.23284, Avg : 0.32177
2023-06-07 00:11:50,633 - yago11k_0.00003 - [INFO] - [Epoch 350]: Training Loss: 0.0011076, Valid MRR: 0.32612,
2023-06-07 00:11:51,266 - yago11k_0.00003 - [INFO] - [E:351| 0]: Train Loss:0.0011118, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:12:54,241 - yago11k_0.00003 - [INFO] - [E:351| 100]: Train Loss:0.0011055, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:13:57,270 - yago11k_0.00003 - [INFO] - [E:351| 200]: Train Loss:0.0011074, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:15:00,271 - yago11k_0.00003 - [INFO] - [E:351| 300]: Train Loss:0.0011078, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:16:03,240 - yago11k_0.00003 - [INFO] - [E:351| 400]: Train Loss:0.0011078, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:17:06,246 - yago11k_0.00003 - [INFO] - [E:351| 500]: Train Loss:0.0011078, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:18:08,741 - yago11k_0.00003 - [INFO] - [E:351| 600]: Train Loss:0.0011078, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:18:08,741 - yago11k_0.00003 - [INFO] - [Epoch:351]: Training Loss:0.001108
2023-06-07 00:18:08,954 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 00:18:20,871 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 00:18:32,620 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 351 valid]:
MRR: Tail : 0.41628, Head : 0.23585, Avg : 0.32607
2023-06-07 00:18:32,621 - yago11k_0.00003 - [INFO] - [Epoch 351]: Training Loss: 0.0011078, Valid MRR: 0.32612,
2023-06-07 00:18:33,254 - yago11k_0.00003 - [INFO] - [E:352| 0]: Train Loss:0.0010896, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:19:36,226 - yago11k_0.00003 - [INFO] - [E:352| 100]: Train Loss:0.0011062, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:20:39,249 - yago11k_0.00003 - [INFO] - [E:352| 200]: Train Loss:0.0011079, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:21:42,238 - yago11k_0.00003 - [INFO] - [E:352| 300]: Train Loss:0.0011071, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:22:45,335 - yago11k_0.00003 - [INFO] - [E:352| 400]: Train Loss:0.0011073, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:23:48,370 - yago11k_0.00003 - [INFO] - [E:352| 500]: Train Loss:0.0011075, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:24:50,990 - yago11k_0.00003 - [INFO] - [E:352| 600]: Train Loss:0.0011075, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:24:50,991 - yago11k_0.00003 - [INFO] - [Epoch:352]: Training Loss:0.001108
2023-06-07 00:24:51,204 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 00:25:03,120 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 00:25:14,868 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 352 valid]:
MRR: Tail : 0.40931, Head : 0.23585, Avg : 0.32258
2023-06-07 00:25:14,868 - yago11k_0.00003 - [INFO] - [Epoch 352]: Training Loss: 0.0011075, Valid MRR: 0.32612,
2023-06-07 00:25:15,508 - yago11k_0.00003 - [INFO] - [E:353| 0]: Train Loss:0.0011222, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:26:18,487 - yago11k_0.00003 - [INFO] - [E:353| 100]: Train Loss:0.0011065, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:27:21,404 - yago11k_0.00003 - [INFO] - [E:353| 200]: Train Loss:0.0011073, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:28:24,394 - yago11k_0.00003 - [INFO] - [E:353| 300]: Train Loss:0.0011077, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:29:27,408 - yago11k_0.00003 - [INFO] - [E:353| 400]: Train Loss:0.0011072, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:30:30,365 - yago11k_0.00003 - [INFO] - [E:353| 500]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:31:32,903 - yago11k_0.00003 - [INFO] - [E:353| 600]: Train Loss:0.0011073, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:31:32,903 - yago11k_0.00003 - [INFO] - [Epoch:353]: Training Loss:0.001107
2023-06-07 00:31:33,117 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 00:31:45,037 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 00:31:56,790 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 353 valid]:
MRR: Tail : 0.41167, Head : 0.23664, Avg : 0.32415
2023-06-07 00:31:56,790 - yago11k_0.00003 - [INFO] - [Epoch 353]: Training Loss: 0.0011073, Valid MRR: 0.32612,
2023-06-07 00:31:57,425 - yago11k_0.00003 - [INFO] - [E:354| 0]: Train Loss:0.0010999, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:33:00,384 - yago11k_0.00003 - [INFO] - [E:354| 100]: Train Loss:0.0011078, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:34:03,348 - yago11k_0.00003 - [INFO] - [E:354| 200]: Train Loss:0.0011059, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:35:06,371 - yago11k_0.00003 - [INFO] - [E:354| 300]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:36:09,372 - yago11k_0.00003 - [INFO] - [E:354| 400]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:37:12,377 - yago11k_0.00003 - [INFO] - [E:354| 500]: Train Loss:0.001107, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:38:14,937 - yago11k_0.00003 - [INFO] - [E:354| 600]: Train Loss:0.0011076, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:38:14,938 - yago11k_0.00003 - [INFO] - [Epoch:354]: Training Loss:0.001108
2023-06-07 00:38:15,151 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 00:38:27,071 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 00:38:38,827 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 354 valid]:
MRR: Tail : 0.41115, Head : 0.23612, Avg : 0.32363
2023-06-07 00:38:38,827 - yago11k_0.00003 - [INFO] - [Epoch 354]: Training Loss: 0.0011076, Valid MRR: 0.32612,
2023-06-07 00:38:39,461 - yago11k_0.00003 - [INFO] - [E:355| 0]: Train Loss:0.0010869, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:39:42,425 - yago11k_0.00003 - [INFO] - [E:355| 100]: Train Loss:0.0011045, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:40:45,400 - yago11k_0.00003 - [INFO] - [E:355| 200]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:41:48,332 - yago11k_0.00003 - [INFO] - [E:355| 300]: Train Loss:0.0011073, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:42:51,285 - yago11k_0.00003 - [INFO] - [E:355| 400]: Train Loss:0.0011074, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:43:54,359 - yago11k_0.00003 - [INFO] - [E:355| 500]: Train Loss:0.0011081, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:44:56,889 - yago11k_0.00003 - [INFO] - [E:355| 600]: Train Loss:0.001108, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:44:56,889 - yago11k_0.00003 - [INFO] - [Epoch:355]: Training Loss:0.001108
2023-06-07 00:44:57,104 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 00:45:09,018 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 00:45:20,768 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 355 valid]:
MRR: Tail : 0.40856, Head : 0.23424, Avg : 0.3214
2023-06-07 00:45:20,768 - yago11k_0.00003 - [INFO] - [Epoch 355]: Training Loss: 0.001108, Valid MRR: 0.32612,
2023-06-07 00:45:21,405 - yago11k_0.00003 - [INFO] - [E:356| 0]: Train Loss:0.0011362, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:46:24,413 - yago11k_0.00003 - [INFO] - [E:356| 100]: Train Loss:0.0011102, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:47:27,372 - yago11k_0.00003 - [INFO] - [E:356| 200]: Train Loss:0.0011078, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:48:30,303 - yago11k_0.00003 - [INFO] - [E:356| 300]: Train Loss:0.0011078, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:49:33,310 - yago11k_0.00003 - [INFO] - [E:356| 400]: Train Loss:0.0011077, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:50:36,257 - yago11k_0.00003 - [INFO] - [E:356| 500]: Train Loss:0.0011074, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:51:38,793 - yago11k_0.00003 - [INFO] - [E:356| 600]: Train Loss:0.0011075, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:51:38,793 - yago11k_0.00003 - [INFO] - [Epoch:356]: Training Loss:0.001107
2023-06-07 00:51:39,007 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 00:51:50,919 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 00:52:02,702 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 356 valid]:
MRR: Tail : 0.41332, Head : 0.23437, Avg : 0.32384
2023-06-07 00:52:02,702 - yago11k_0.00003 - [INFO] - [Epoch 356]: Training Loss: 0.0011075, Valid MRR: 0.32612,
2023-06-07 00:52:03,345 - yago11k_0.00003 - [INFO] - [E:357| 0]: Train Loss:0.0011021, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:53:06,305 - yago11k_0.00003 - [INFO] - [E:357| 100]: Train Loss:0.001107, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:54:09,263 - yago11k_0.00003 - [INFO] - [E:357| 200]: Train Loss:0.0011064, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:55:12,289 - yago11k_0.00003 - [INFO] - [E:357| 300]: Train Loss:0.001107, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:56:15,332 - yago11k_0.00003 - [INFO] - [E:357| 400]: Train Loss:0.0011071, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:57:18,370 - yago11k_0.00003 - [INFO] - [E:357| 500]: Train Loss:0.0011077, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:58:21,011 - yago11k_0.00003 - [INFO] - [E:357| 600]: Train Loss:0.0011073, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:58:21,012 - yago11k_0.00003 - [INFO] - [Epoch:357]: Training Loss:0.001107
2023-06-07 00:58:21,225 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 00:58:33,150 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 00:58:44,911 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 357 valid]:
MRR: Tail : 0.41128, Head : 0.23563, Avg : 0.32346
2023-06-07 00:58:44,912 - yago11k_0.00003 - [INFO] - [Epoch 357]: Training Loss: 0.0011073, Valid MRR: 0.32612,
2023-06-07 00:58:45,548 - yago11k_0.00003 - [INFO] - [E:358| 0]: Train Loss:0.0011074, Val MRR:0.32612, yago11k_0.00003
2023-06-07 00:59:48,570 - yago11k_0.00003 - [INFO] - [E:358| 100]: Train Loss:0.0011065, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:00:51,621 - yago11k_0.00003 - [INFO] - [E:358| 200]: Train Loss:0.001107, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:01:54,595 - yago11k_0.00003 - [INFO] - [E:358| 300]: Train Loss:0.0011072, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:02:57,524 - yago11k_0.00003 - [INFO] - [E:358| 400]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:04:00,506 - yago11k_0.00003 - [INFO] - [E:358| 500]: Train Loss:0.0011069, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:05:03,041 - yago11k_0.00003 - [INFO] - [E:358| 600]: Train Loss:0.0011071, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:05:03,041 - yago11k_0.00003 - [INFO] - [Epoch:358]: Training Loss:0.001107
2023-06-07 01:05:03,255 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 01:05:15,178 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 01:05:26,945 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 358 valid]:
MRR: Tail : 0.41083, Head : 0.23482, Avg : 0.32282
2023-06-07 01:05:26,945 - yago11k_0.00003 - [INFO] - [Epoch 358]: Training Loss: 0.0011071, Valid MRR: 0.32612,
2023-06-07 01:05:27,582 - yago11k_0.00003 - [INFO] - [E:359| 0]: Train Loss:0.0011184, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:06:30,654 - yago11k_0.00003 - [INFO] - [E:359| 100]: Train Loss:0.0011061, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:07:33,664 - yago11k_0.00003 - [INFO] - [E:359| 200]: Train Loss:0.0011065, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:08:36,664 - yago11k_0.00003 - [INFO] - [E:359| 300]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:09:39,718 - yago11k_0.00003 - [INFO] - [E:359| 400]: Train Loss:0.0011072, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:10:42,689 - yago11k_0.00003 - [INFO] - [E:359| 500]: Train Loss:0.0011075, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:11:45,275 - yago11k_0.00003 - [INFO] - [E:359| 600]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:11:45,275 - yago11k_0.00003 - [INFO] - [Epoch:359]: Training Loss:0.001107
2023-06-07 01:11:45,488 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 01:11:57,415 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 01:12:09,167 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 359 valid]:
MRR: Tail : 0.4108, Head : 0.23484, Avg : 0.32282
MR: Tail : 675.78, Head : 1003.4, Avg : 839.57
Hit-1: Tail : 0.32328, Head : 0.19366, Avg : 0.25847
Hit-3: Tail : 0.45193, Head : 0.22951, Avg : 0.34072
Hit-10: Tail : 0.58141, Head : 0.31203, Avg : 0.44672
2023-06-07 01:12:09,167 - yago11k_0.00003 - [INFO] - [Epoch 359]: Training Loss: 0.0011068, Valid MRR: 0.32612,
2023-06-07 01:12:09,802 - yago11k_0.00003 - [INFO] - [E:360| 0]: Train Loss:0.0011144, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:13:12,852 - yago11k_0.00003 - [INFO] - [E:360| 100]: Train Loss:0.0011069, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:14:15,800 - yago11k_0.00003 - [INFO] - [E:360| 200]: Train Loss:0.0011065, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:15:18,753 - yago11k_0.00003 - [INFO] - [E:360| 300]: Train Loss:0.001107, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:16:21,711 - yago11k_0.00003 - [INFO] - [E:360| 400]: Train Loss:0.0011072, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:17:24,680 - yago11k_0.00003 - [INFO] - [E:360| 500]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:18:27,294 - yago11k_0.00003 - [INFO] - [E:360| 600]: Train Loss:0.0011069, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:18:27,295 - yago11k_0.00003 - [INFO] - [Epoch:360]: Training Loss:0.001107
2023-06-07 01:18:27,508 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 01:18:39,468 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 01:18:51,216 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 360 valid]:
MRR: Tail : 0.41352, Head : 0.23485, Avg : 0.32418
2023-06-07 01:18:51,216 - yago11k_0.00003 - [INFO] - [Epoch 360]: Training Loss: 0.0011069, Valid MRR: 0.32612,
2023-06-07 01:18:51,850 - yago11k_0.00003 - [INFO] - [E:361| 0]: Train Loss:0.0010941, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:19:54,787 - yago11k_0.00003 - [INFO] - [E:361| 100]: Train Loss:0.0011052, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:20:57,745 - yago11k_0.00003 - [INFO] - [E:361| 200]: Train Loss:0.001106, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:22:00,730 - yago11k_0.00003 - [INFO] - [E:361| 300]: Train Loss:0.0011063, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:23:03,663 - yago11k_0.00003 - [INFO] - [E:361| 400]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:24:06,612 - yago11k_0.00003 - [INFO] - [E:361| 500]: Train Loss:0.001107, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:25:09,254 - yago11k_0.00003 - [INFO] - [E:361| 600]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:25:09,254 - yago11k_0.00003 - [INFO] - [Epoch:361]: Training Loss:0.001107
2023-06-07 01:25:09,469 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 01:25:21,389 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 01:25:33,147 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 361 valid]:
MRR: Tail : 0.41427, Head : 0.23602, Avg : 0.32514
2023-06-07 01:25:33,147 - yago11k_0.00003 - [INFO] - [Epoch 361]: Training Loss: 0.0011068, Valid MRR: 0.32612,
2023-06-07 01:25:33,784 - yago11k_0.00003 - [INFO] - [E:362| 0]: Train Loss:0.0011168, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:26:36,790 - yago11k_0.00003 - [INFO] - [E:362| 100]: Train Loss:0.0011086, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:27:39,845 - yago11k_0.00003 - [INFO] - [E:362| 200]: Train Loss:0.0011073, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:28:42,796 - yago11k_0.00003 - [INFO] - [E:362| 300]: Train Loss:0.0011069, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:29:45,756 - yago11k_0.00003 - [INFO] - [E:362| 400]: Train Loss:0.0011062, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:30:48,812 - yago11k_0.00003 - [INFO] - [E:362| 500]: Train Loss:0.0011067, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:31:51,411 - yago11k_0.00003 - [INFO] - [E:362| 600]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:31:51,411 - yago11k_0.00003 - [INFO] - [Epoch:362]: Training Loss:0.001107
2023-06-07 01:31:51,625 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 01:32:03,551 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 01:32:15,316 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 362 valid]:
MRR: Tail : 0.41038, Head : 0.23626, Avg : 0.32332
2023-06-07 01:32:15,316 - yago11k_0.00003 - [INFO] - [Epoch 362]: Training Loss: 0.0011068, Valid MRR: 0.32612,
2023-06-07 01:32:15,954 - yago11k_0.00003 - [INFO] - [E:363| 0]: Train Loss:0.0010935, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:33:19,020 - yago11k_0.00003 - [INFO] - [E:363| 100]: Train Loss:0.0011042, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:34:21,987 - yago11k_0.00003 - [INFO] - [E:363| 200]: Train Loss:0.0011037, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:35:24,966 - yago11k_0.00003 - [INFO] - [E:363| 300]: Train Loss:0.0011041, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:36:27,981 - yago11k_0.00003 - [INFO] - [E:363| 400]: Train Loss:0.0011052, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:37:30,975 - yago11k_0.00003 - [INFO] - [E:363| 500]: Train Loss:0.0011059, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:38:33,583 - yago11k_0.00003 - [INFO] - [E:363| 600]: Train Loss:0.0011065, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:38:33,583 - yago11k_0.00003 - [INFO] - [Epoch:363]: Training Loss:0.001106
2023-06-07 01:38:33,797 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 01:38:45,714 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 01:38:57,484 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 363 valid]:
MRR: Tail : 0.41185, Head : 0.23537, Avg : 0.32361
2023-06-07 01:38:57,484 - yago11k_0.00003 - [INFO] - [Epoch 363]: Training Loss: 0.0011065, Valid MRR: 0.32612,
2023-06-07 01:38:58,137 - yago11k_0.00003 - [INFO] - [E:364| 0]: Train Loss:0.0010963, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:40:01,156 - yago11k_0.00003 - [INFO] - [E:364| 100]: Train Loss:0.0011064, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:41:04,183 - yago11k_0.00003 - [INFO] - [E:364| 200]: Train Loss:0.0011073, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:42:07,200 - yago11k_0.00003 - [INFO] - [E:364| 300]: Train Loss:0.001107, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:43:10,137 - yago11k_0.00003 - [INFO] - [E:364| 400]: Train Loss:0.0011067, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:44:13,096 - yago11k_0.00003 - [INFO] - [E:364| 500]: Train Loss:0.0011069, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:45:15,753 - yago11k_0.00003 - [INFO] - [E:364| 600]: Train Loss:0.0011071, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:45:15,753 - yago11k_0.00003 - [INFO] - [Epoch:364]: Training Loss:0.001107
2023-06-07 01:45:15,967 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 01:45:27,894 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 01:45:39,653 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 364 valid]:
MRR: Tail : 0.41075, Head : 0.23567, Avg : 0.32321
2023-06-07 01:45:39,653 - yago11k_0.00003 - [INFO] - [Epoch 364]: Training Loss: 0.0011071, Valid MRR: 0.32612,
2023-06-07 01:45:40,288 - yago11k_0.00003 - [INFO] - [E:365| 0]: Train Loss:0.0010937, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:46:43,333 - yago11k_0.00003 - [INFO] - [E:365| 100]: Train Loss:0.0011079, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:47:46,378 - yago11k_0.00003 - [INFO] - [E:365| 200]: Train Loss:0.001107, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:48:49,444 - yago11k_0.00003 - [INFO] - [E:365| 300]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:49:52,482 - yago11k_0.00003 - [INFO] - [E:365| 400]: Train Loss:0.0011063, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:50:55,485 - yago11k_0.00003 - [INFO] - [E:365| 500]: Train Loss:0.0011062, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:51:58,109 - yago11k_0.00003 - [INFO] - [E:365| 600]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:51:58,109 - yago11k_0.00003 - [INFO] - [Epoch:365]: Training Loss:0.001107
2023-06-07 01:51:58,322 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 01:52:10,252 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 01:52:22,022 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 365 valid]:
MRR: Tail : 0.4121, Head : 0.2364, Avg : 0.32425
2023-06-07 01:52:22,023 - yago11k_0.00003 - [INFO] - [Epoch 365]: Training Loss: 0.0011068, Valid MRR: 0.32612,
2023-06-07 01:52:22,660 - yago11k_0.00003 - [INFO] - [E:366| 0]: Train Loss:0.0010839, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:53:25,727 - yago11k_0.00003 - [INFO] - [E:366| 100]: Train Loss:0.001106, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:54:28,753 - yago11k_0.00003 - [INFO] - [E:366| 200]: Train Loss:0.001106, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:55:31,753 - yago11k_0.00003 - [INFO] - [E:366| 300]: Train Loss:0.0011058, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:56:34,767 - yago11k_0.00003 - [INFO] - [E:366| 400]: Train Loss:0.001106, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:57:37,821 - yago11k_0.00003 - [INFO] - [E:366| 500]: Train Loss:0.0011061, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:58:40,418 - yago11k_0.00003 - [INFO] - [E:366| 600]: Train Loss:0.0011062, Val MRR:0.32612, yago11k_0.00003
2023-06-07 01:58:40,419 - yago11k_0.00003 - [INFO] - [Epoch:366]: Training Loss:0.001106
2023-06-07 01:58:40,632 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 01:58:52,553 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 01:59:04,308 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 366 valid]:
MRR: Tail : 0.41085, Head : 0.23555, Avg : 0.3232
2023-06-07 01:59:04,308 - yago11k_0.00003 - [INFO] - [Epoch 366]: Training Loss: 0.0011062, Valid MRR: 0.32612,
2023-06-07 01:59:04,945 - yago11k_0.00003 - [INFO] - [E:367| 0]: Train Loss:0.0011015, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:00:07,993 - yago11k_0.00003 - [INFO] - [E:367| 100]: Train Loss:0.0011066, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:01:10,999 - yago11k_0.00003 - [INFO] - [E:367| 200]: Train Loss:0.0011065, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:02:14,035 - yago11k_0.00003 - [INFO] - [E:367| 300]: Train Loss:0.0011065, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:03:17,102 - yago11k_0.00003 - [INFO] - [E:367| 400]: Train Loss:0.0011069, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:04:20,119 - yago11k_0.00003 - [INFO] - [E:367| 500]: Train Loss:0.0011067, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:05:22,735 - yago11k_0.00003 - [INFO] - [E:367| 600]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:05:22,736 - yago11k_0.00003 - [INFO] - [Epoch:367]: Training Loss:0.001107
2023-06-07 02:05:22,950 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 02:05:34,914 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 02:05:46,726 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 367 valid]:
MRR: Tail : 0.40803, Head : 0.23675, Avg : 0.32239
2023-06-07 02:05:46,726 - yago11k_0.00003 - [INFO] - [Epoch 367]: Training Loss: 0.0011068, Valid MRR: 0.32612,
2023-06-07 02:05:47,363 - yago11k_0.00003 - [INFO] - [E:368| 0]: Train Loss:0.0011073, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:06:50,295 - yago11k_0.00003 - [INFO] - [E:368| 100]: Train Loss:0.0011066, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:07:53,296 - yago11k_0.00003 - [INFO] - [E:368| 200]: Train Loss:0.0011062, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:08:56,359 - yago11k_0.00003 - [INFO] - [E:368| 300]: Train Loss:0.0011058, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:09:59,322 - yago11k_0.00003 - [INFO] - [E:368| 400]: Train Loss:0.0011062, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:11:02,327 - yago11k_0.00003 - [INFO] - [E:368| 500]: Train Loss:0.0011064, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:12:04,931 - yago11k_0.00003 - [INFO] - [E:368| 600]: Train Loss:0.0011065, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:12:04,931 - yago11k_0.00003 - [INFO] - [Epoch:368]: Training Loss:0.001107
2023-06-07 02:12:05,145 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 02:12:17,060 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 02:12:28,816 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 368 valid]:
MRR: Tail : 0.41197, Head : 0.2362, Avg : 0.32409
2023-06-07 02:12:28,816 - yago11k_0.00003 - [INFO] - [Epoch 368]: Training Loss: 0.0011065, Valid MRR: 0.32612,
2023-06-07 02:12:29,453 - yago11k_0.00003 - [INFO] - [E:369| 0]: Train Loss:0.0010965, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:13:32,407 - yago11k_0.00003 - [INFO] - [E:369| 100]: Train Loss:0.0011058, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:14:35,393 - yago11k_0.00003 - [INFO] - [E:369| 200]: Train Loss:0.0011055, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:15:38,438 - yago11k_0.00003 - [INFO] - [E:369| 300]: Train Loss:0.0011055, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:16:41,419 - yago11k_0.00003 - [INFO] - [E:369| 400]: Train Loss:0.0011065, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:17:44,446 - yago11k_0.00003 - [INFO] - [E:369| 500]: Train Loss:0.0011067, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:18:47,028 - yago11k_0.00003 - [INFO] - [E:369| 600]: Train Loss:0.001107, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:18:47,028 - yago11k_0.00003 - [INFO] - [Epoch:369]: Training Loss:0.001107
2023-06-07 02:18:47,242 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 02:18:59,165 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 02:19:10,920 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 369 valid]:
MRR: Tail : 0.40795, Head : 0.23545, Avg : 0.3217
MR: Tail : 682.81, Head : 1009.6, Avg : 846.19
Hit-1: Tail : 0.32287, Head : 0.19422, Avg : 0.25854
Hit-3: Tail : 0.4429, Head : 0.23034, Avg : 0.33662
Hit-10: Tail : 0.58155, Head : 0.31842, Avg : 0.44999
2023-06-07 02:19:10,920 - yago11k_0.00003 - [INFO] - [Epoch 369]: Training Loss: 0.001107, Valid MRR: 0.32612,
2023-06-07 02:19:11,556 - yago11k_0.00003 - [INFO] - [E:370| 0]: Train Loss:0.0011255, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:20:14,560 - yago11k_0.00003 - [INFO] - [E:370| 100]: Train Loss:0.0011059, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:21:17,531 - yago11k_0.00003 - [INFO] - [E:370| 200]: Train Loss:0.0011056, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:22:20,459 - yago11k_0.00003 - [INFO] - [E:370| 300]: Train Loss:0.0011068, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:23:23,518 - yago11k_0.00003 - [INFO] - [E:370| 400]: Train Loss:0.0011076, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:24:26,551 - yago11k_0.00003 - [INFO] - [E:370| 500]: Train Loss:0.0011071, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:25:29,158 - yago11k_0.00003 - [INFO] - [E:370| 600]: Train Loss:0.0011067, Val MRR:0.32612, yago11k_0.00003
2023-06-07 02:25:29,158 - yago11k_0.00003 - [INFO] - [Epoch:370]: Training Loss:0.001107
2023-06-07 02:25:29,372 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 02:25:41,301 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 02:25:53,058 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 370 valid]:
MRR: Tail : 0.41516, Head : 0.23868, Avg : 0.32692
2023-06-07 02:25:54,022 - yago11k_0.00003 - [INFO] - [Epoch 370]: Training Loss: 0.0011067, Valid MRR: 0.32692,
2023-06-07 02:25:54,664 - yago11k_0.00003 - [INFO] - [E:371| 0]: Train Loss:0.001089, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:26:57,711 - yago11k_0.00003 - [INFO] - [E:371| 100]: Train Loss:0.0011062, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:28:00,684 - yago11k_0.00003 - [INFO] - [E:371| 200]: Train Loss:0.0011068, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:29:03,681 - yago11k_0.00003 - [INFO] - [E:371| 300]: Train Loss:0.001107, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:30:06,714 - yago11k_0.00003 - [INFO] - [E:371| 400]: Train Loss:0.0011072, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:31:09,751 - yago11k_0.00003 - [INFO] - [E:371| 500]: Train Loss:0.0011071, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:32:12,375 - yago11k_0.00003 - [INFO] - [E:371| 600]: Train Loss:0.0011066, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:32:12,376 - yago11k_0.00003 - [INFO] - [Epoch:371]: Training Loss:0.001107
2023-06-07 02:32:12,589 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 02:32:24,515 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 02:32:36,280 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 371 valid]:
MRR: Tail : 0.40961, Head : 0.23756, Avg : 0.32359
2023-06-07 02:32:36,280 - yago11k_0.00003 - [INFO] - [Epoch 371]: Training Loss: 0.0011066, Valid MRR: 0.32692,
2023-06-07 02:32:36,916 - yago11k_0.00003 - [INFO] - [E:372| 0]: Train Loss:0.0010961, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:33:39,930 - yago11k_0.00003 - [INFO] - [E:372| 100]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:34:42,969 - yago11k_0.00003 - [INFO] - [E:372| 200]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:35:46,059 - yago11k_0.00003 - [INFO] - [E:372| 300]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:36:49,039 - yago11k_0.00003 - [INFO] - [E:372| 400]: Train Loss:0.0011057, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:37:52,052 - yago11k_0.00003 - [INFO] - [E:372| 500]: Train Loss:0.0011058, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:38:54,692 - yago11k_0.00003 - [INFO] - [E:372| 600]: Train Loss:0.001106, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:38:54,692 - yago11k_0.00003 - [INFO] - [Epoch:372]: Training Loss:0.001106
2023-06-07 02:38:54,905 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 02:39:06,842 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 02:39:18,607 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 372 valid]:
MRR: Tail : 0.41047, Head : 0.23561, Avg : 0.32304
2023-06-07 02:39:18,607 - yago11k_0.00003 - [INFO] - [Epoch 372]: Training Loss: 0.001106, Valid MRR: 0.32692,
2023-06-07 02:39:19,247 - yago11k_0.00003 - [INFO] - [E:373| 0]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:40:22,314 - yago11k_0.00003 - [INFO] - [E:373| 100]: Train Loss:0.0011063, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:41:25,344 - yago11k_0.00003 - [INFO] - [E:373| 200]: Train Loss:0.0011071, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:42:28,382 - yago11k_0.00003 - [INFO] - [E:373| 300]: Train Loss:0.0011066, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:43:31,414 - yago11k_0.00003 - [INFO] - [E:373| 400]: Train Loss:0.0011063, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:44:34,504 - yago11k_0.00003 - [INFO] - [E:373| 500]: Train Loss:0.0011062, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:45:37,088 - yago11k_0.00003 - [INFO] - [E:373| 600]: Train Loss:0.0011062, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:45:37,089 - yago11k_0.00003 - [INFO] - [Epoch:373]: Training Loss:0.001106
2023-06-07 02:45:37,303 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 02:45:49,225 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 02:46:00,997 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 373 valid]:
MRR: Tail : 0.41159, Head : 0.23636, Avg : 0.32398
2023-06-07 02:46:00,997 - yago11k_0.00003 - [INFO] - [Epoch 373]: Training Loss: 0.0011062, Valid MRR: 0.32692,
2023-06-07 02:46:01,635 - yago11k_0.00003 - [INFO] - [E:374| 0]: Train Loss:0.0011295, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:47:04,780 - yago11k_0.00003 - [INFO] - [E:374| 100]: Train Loss:0.0011072, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:48:07,732 - yago11k_0.00003 - [INFO] - [E:374| 200]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:49:10,708 - yago11k_0.00003 - [INFO] - [E:374| 300]: Train Loss:0.0011057, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:50:13,723 - yago11k_0.00003 - [INFO] - [E:374| 400]: Train Loss:0.0011058, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:51:16,700 - yago11k_0.00003 - [INFO] - [E:374| 500]: Train Loss:0.0011059, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:52:19,253 - yago11k_0.00003 - [INFO] - [E:374| 600]: Train Loss:0.0011059, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:52:19,253 - yago11k_0.00003 - [INFO] - [Epoch:374]: Training Loss:0.001106
2023-06-07 02:52:19,468 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 02:52:31,414 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 02:52:43,219 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 374 valid]:
MRR: Tail : 0.414, Head : 0.2356, Avg : 0.3248
2023-06-07 02:52:43,219 - yago11k_0.00003 - [INFO] - [Epoch 374]: Training Loss: 0.0011059, Valid MRR: 0.32692,
2023-06-07 02:52:43,855 - yago11k_0.00003 - [INFO] - [E:375| 0]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:53:46,847 - yago11k_0.00003 - [INFO] - [E:375| 100]: Train Loss:0.0011059, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:54:49,835 - yago11k_0.00003 - [INFO] - [E:375| 200]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:55:52,924 - yago11k_0.00003 - [INFO] - [E:375| 300]: Train Loss:0.0011062, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:56:56,043 - yago11k_0.00003 - [INFO] - [E:375| 400]: Train Loss:0.0011061, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:57:59,109 - yago11k_0.00003 - [INFO] - [E:375| 500]: Train Loss:0.0011066, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:59:01,798 - yago11k_0.00003 - [INFO] - [E:375| 600]: Train Loss:0.0011062, Val MRR:0.32692, yago11k_0.00003
2023-06-07 02:59:01,799 - yago11k_0.00003 - [INFO] - [Epoch:375]: Training Loss:0.001106
2023-06-07 02:59:02,012 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 02:59:13,949 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 02:59:25,724 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 375 valid]:
MRR: Tail : 0.40755, Head : 0.23439, Avg : 0.32097
2023-06-07 02:59:25,725 - yago11k_0.00003 - [INFO] - [Epoch 375]: Training Loss: 0.0011062, Valid MRR: 0.32692,
2023-06-07 02:59:26,361 - yago11k_0.00003 - [INFO] - [E:376| 0]: Train Loss:0.0010828, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:00:29,453 - yago11k_0.00003 - [INFO] - [E:376| 100]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:01:32,531 - yago11k_0.00003 - [INFO] - [E:376| 200]: Train Loss:0.0011055, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:02:35,543 - yago11k_0.00003 - [INFO] - [E:376| 300]: Train Loss:0.0011055, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:03:38,533 - yago11k_0.00003 - [INFO] - [E:376| 400]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:04:41,625 - yago11k_0.00003 - [INFO] - [E:376| 500]: Train Loss:0.0011058, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:05:44,268 - yago11k_0.00003 - [INFO] - [E:376| 600]: Train Loss:0.0011062, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:05:44,269 - yago11k_0.00003 - [INFO] - [Epoch:376]: Training Loss:0.001106
2023-06-07 03:05:44,483 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 03:05:56,421 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 03:06:08,199 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 376 valid]:
MRR: Tail : 0.41061, Head : 0.2339, Avg : 0.32225
2023-06-07 03:06:08,199 - yago11k_0.00003 - [INFO] - [Epoch 376]: Training Loss: 0.0011062, Valid MRR: 0.32692,
2023-06-07 03:06:08,838 - yago11k_0.00003 - [INFO] - [E:377| 0]: Train Loss:0.0010961, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:07:11,926 - yago11k_0.00003 - [INFO] - [E:377| 100]: Train Loss:0.0011069, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:08:15,059 - yago11k_0.00003 - [INFO] - [E:377| 200]: Train Loss:0.0011073, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:09:18,053 - yago11k_0.00003 - [INFO] - [E:377| 300]: Train Loss:0.0011072, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:10:21,146 - yago11k_0.00003 - [INFO] - [E:377| 400]: Train Loss:0.0011065, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:11:24,155 - yago11k_0.00003 - [INFO] - [E:377| 500]: Train Loss:0.001106, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:12:26,726 - yago11k_0.00003 - [INFO] - [E:377| 600]: Train Loss:0.0011062, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:12:26,726 - yago11k_0.00003 - [INFO] - [Epoch:377]: Training Loss:0.001106
2023-06-07 03:12:26,940 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 03:12:38,869 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 03:12:50,626 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 377 valid]:
MRR: Tail : 0.41205, Head : 0.23559, Avg : 0.32382
2023-06-07 03:12:50,626 - yago11k_0.00003 - [INFO] - [Epoch 377]: Training Loss: 0.0011062, Valid MRR: 0.32692,
2023-06-07 03:12:51,263 - yago11k_0.00003 - [INFO] - [E:378| 0]: Train Loss:0.0010961, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:13:54,340 - yago11k_0.00003 - [INFO] - [E:378| 100]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:14:57,360 - yago11k_0.00003 - [INFO] - [E:378| 200]: Train Loss:0.0011071, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:16:00,363 - yago11k_0.00003 - [INFO] - [E:378| 300]: Train Loss:0.0011061, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:17:03,428 - yago11k_0.00003 - [INFO] - [E:378| 400]: Train Loss:0.001106, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:18:06,461 - yago11k_0.00003 - [INFO] - [E:378| 500]: Train Loss:0.0011062, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:19:09,094 - yago11k_0.00003 - [INFO] - [E:378| 600]: Train Loss:0.0011063, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:19:09,094 - yago11k_0.00003 - [INFO] - [Epoch:378]: Training Loss:0.001106
2023-06-07 03:19:09,309 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 03:19:21,262 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 03:19:33,027 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 378 valid]:
MRR: Tail : 0.41469, Head : 0.23453, Avg : 0.32461
2023-06-07 03:19:33,027 - yago11k_0.00003 - [INFO] - [Epoch 378]: Training Loss: 0.0011063, Valid MRR: 0.32692,
2023-06-07 03:19:33,663 - yago11k_0.00003 - [INFO] - [E:379| 0]: Train Loss:0.0010896, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:20:36,698 - yago11k_0.00003 - [INFO] - [E:379| 100]: Train Loss:0.0011065, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:21:39,787 - yago11k_0.00003 - [INFO] - [E:379| 200]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:22:42,963 - yago11k_0.00003 - [INFO] - [E:379| 300]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:23:46,104 - yago11k_0.00003 - [INFO] - [E:379| 400]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:24:49,205 - yago11k_0.00003 - [INFO] - [E:379| 500]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:25:51,850 - yago11k_0.00003 - [INFO] - [E:379| 600]: Train Loss:0.0011057, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:25:51,850 - yago11k_0.00003 - [INFO] - [Epoch:379]: Training Loss:0.001106
2023-06-07 03:25:52,063 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 03:26:04,003 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 03:26:15,774 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 379 valid]:
MRR: Tail : 0.41673, Head : 0.23491, Avg : 0.32582
MR: Tail : 673.52, Head : 986.9, Avg : 830.21
Hit-1: Tail : 0.33537, Head : 0.19394, Avg : 0.26466
Hit-3: Tail : 0.44471, Head : 0.22798, Avg : 0.33634
Hit-10: Tail : 0.58141, Head : 0.31842, Avg : 0.44992
2023-06-07 03:26:15,774 - yago11k_0.00003 - [INFO] - [Epoch 379]: Training Loss: 0.0011057, Valid MRR: 0.32692,
2023-06-07 03:26:16,409 - yago11k_0.00003 - [INFO] - [E:380| 0]: Train Loss:0.0011087, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:27:19,429 - yago11k_0.00003 - [INFO] - [E:380| 100]: Train Loss:0.0011039, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:28:22,552 - yago11k_0.00003 - [INFO] - [E:380| 200]: Train Loss:0.001107, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:29:25,650 - yago11k_0.00003 - [INFO] - [E:380| 300]: Train Loss:0.0011065, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:30:28,788 - yago11k_0.00003 - [INFO] - [E:380| 400]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:31:33,162 - yago11k_0.00003 - [INFO] - [E:380| 500]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:32:35,710 - yago11k_0.00003 - [INFO] - [E:380| 600]: Train Loss:0.0011055, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:32:35,711 - yago11k_0.00003 - [INFO] - [Epoch:380]: Training Loss:0.001106
2023-06-07 03:32:35,924 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 03:32:47,848 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 03:32:59,614 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 380 valid]:
MRR: Tail : 0.41438, Head : 0.23689, Avg : 0.32564
2023-06-07 03:32:59,615 - yago11k_0.00003 - [INFO] - [Epoch 380]: Training Loss: 0.0011055, Valid MRR: 0.32692,
2023-06-07 03:33:00,253 - yago11k_0.00003 - [INFO] - [E:381| 0]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:34:03,316 - yago11k_0.00003 - [INFO] - [E:381| 100]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:35:06,413 - yago11k_0.00003 - [INFO] - [E:381| 200]: Train Loss:0.0011039, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:36:09,514 - yago11k_0.00003 - [INFO] - [E:381| 300]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:37:12,624 - yago11k_0.00003 - [INFO] - [E:381| 400]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:38:15,654 - yago11k_0.00003 - [INFO] - [E:381| 500]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:39:18,269 - yago11k_0.00003 - [INFO] - [E:381| 600]: Train Loss:0.0011055, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:39:18,269 - yago11k_0.00003 - [INFO] - [Epoch:381]: Training Loss:0.001105
2023-06-07 03:39:18,483 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 03:39:30,412 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 03:39:42,210 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 381 valid]:
MRR: Tail : 0.41449, Head : 0.23517, Avg : 0.32483
2023-06-07 03:39:42,210 - yago11k_0.00003 - [INFO] - [Epoch 381]: Training Loss: 0.0011055, Valid MRR: 0.32692,
2023-06-07 03:39:42,845 - yago11k_0.00003 - [INFO] - [E:382| 0]: Train Loss:0.0011205, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:40:45,916 - yago11k_0.00003 - [INFO] - [E:382| 100]: Train Loss:0.0011059, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:41:48,921 - yago11k_0.00003 - [INFO] - [E:382| 200]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:42:52,017 - yago11k_0.00003 - [INFO] - [E:382| 300]: Train Loss:0.001105, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:43:55,112 - yago11k_0.00003 - [INFO] - [E:382| 400]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:44:58,231 - yago11k_0.00003 - [INFO] - [E:382| 500]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:46:00,957 - yago11k_0.00003 - [INFO] - [E:382| 600]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:46:00,957 - yago11k_0.00003 - [INFO] - [Epoch:382]: Training Loss:0.001106
2023-06-07 03:46:01,172 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 03:46:13,110 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 03:46:24,887 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 382 valid]:
MRR: Tail : 0.41622, Head : 0.23369, Avg : 0.32495
2023-06-07 03:46:24,887 - yago11k_0.00003 - [INFO] - [Epoch 382]: Training Loss: 0.0011056, Valid MRR: 0.32692,
2023-06-07 03:46:25,527 - yago11k_0.00003 - [INFO] - [E:383| 0]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:47:28,655 - yago11k_0.00003 - [INFO] - [E:383| 100]: Train Loss:0.0011071, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:48:31,788 - yago11k_0.00003 - [INFO] - [E:383| 200]: Train Loss:0.0011054, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:49:34,884 - yago11k_0.00003 - [INFO] - [E:383| 300]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:50:37,918 - yago11k_0.00003 - [INFO] - [E:383| 400]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:51:40,994 - yago11k_0.00003 - [INFO] - [E:383| 500]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:52:43,677 - yago11k_0.00003 - [INFO] - [E:383| 600]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:52:43,677 - yago11k_0.00003 - [INFO] - [Epoch:383]: Training Loss:0.001105
2023-06-07 03:52:43,893 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 03:52:55,833 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 03:53:07,613 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 383 valid]:
MRR: Tail : 0.41347, Head : 0.23607, Avg : 0.32477
2023-06-07 03:53:07,613 - yago11k_0.00003 - [INFO] - [Epoch 383]: Training Loss: 0.0011053, Valid MRR: 0.32692,
2023-06-07 03:53:08,248 - yago11k_0.00003 - [INFO] - [E:384| 0]: Train Loss:0.001093, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:54:11,413 - yago11k_0.00003 - [INFO] - [E:384| 100]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:55:14,534 - yago11k_0.00003 - [INFO] - [E:384| 200]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:56:17,562 - yago11k_0.00003 - [INFO] - [E:384| 300]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:57:20,621 - yago11k_0.00003 - [INFO] - [E:384| 400]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:58:23,708 - yago11k_0.00003 - [INFO] - [E:384| 500]: Train Loss:0.0011055, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:59:26,414 - yago11k_0.00003 - [INFO] - [E:384| 600]: Train Loss:0.0011054, Val MRR:0.32692, yago11k_0.00003
2023-06-07 03:59:26,415 - yago11k_0.00003 - [INFO] - [Epoch:384]: Training Loss:0.001105
2023-06-07 03:59:26,629 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 03:59:38,575 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 03:59:50,354 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 384 valid]:
MRR: Tail : 0.41454, Head : 0.23338, Avg : 0.32396
2023-06-07 03:59:50,354 - yago11k_0.00003 - [INFO] - [Epoch 384]: Training Loss: 0.0011054, Valid MRR: 0.32692,
2023-06-07 03:59:50,992 - yago11k_0.00003 - [INFO] - [E:385| 0]: Train Loss:0.001113, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:00:54,206 - yago11k_0.00003 - [INFO] - [E:385| 100]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:01:57,400 - yago11k_0.00003 - [INFO] - [E:385| 200]: Train Loss:0.0011039, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:03:00,608 - yago11k_0.00003 - [INFO] - [E:385| 300]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:04:03,823 - yago11k_0.00003 - [INFO] - [E:385| 400]: Train Loss:0.0011048, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:05:06,938 - yago11k_0.00003 - [INFO] - [E:385| 500]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:06:09,656 - yago11k_0.00003 - [INFO] - [E:385| 600]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:06:09,657 - yago11k_0.00003 - [INFO] - [Epoch:385]: Training Loss:0.001105
2023-06-07 04:06:09,875 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 04:06:21,858 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 04:06:33,676 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 385 valid]:
MRR: Tail : 0.40944, Head : 0.23627, Avg : 0.32285
2023-06-07 04:06:33,676 - yago11k_0.00003 - [INFO] - [Epoch 385]: Training Loss: 0.0011052, Valid MRR: 0.32692,
2023-06-07 04:06:34,313 - yago11k_0.00003 - [INFO] - [E:386| 0]: Train Loss:0.0010982, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:07:37,463 - yago11k_0.00003 - [INFO] - [E:386| 100]: Train Loss:0.0011058, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:08:40,628 - yago11k_0.00003 - [INFO] - [E:386| 200]: Train Loss:0.0011054, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:09:43,819 - yago11k_0.00003 - [INFO] - [E:386| 300]: Train Loss:0.0011054, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:10:46,863 - yago11k_0.00003 - [INFO] - [E:386| 400]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:11:50,666 - yago11k_0.00003 - [INFO] - [E:386| 500]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:12:53,452 - yago11k_0.00003 - [INFO] - [E:386| 600]: Train Loss:0.0011054, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:12:53,452 - yago11k_0.00003 - [INFO] - [Epoch:386]: Training Loss:0.001105
2023-06-07 04:12:53,668 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 04:13:06,143 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 04:13:18,113 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 386 valid]:
MRR: Tail : 0.40946, Head : 0.23585, Avg : 0.32266
2023-06-07 04:13:18,113 - yago11k_0.00003 - [INFO] - [Epoch 386]: Training Loss: 0.0011054, Valid MRR: 0.32692,
2023-06-07 04:13:18,748 - yago11k_0.00003 - [INFO] - [E:387| 0]: Train Loss:0.0011032, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:14:21,802 - yago11k_0.00003 - [INFO] - [E:387| 100]: Train Loss:0.0011043, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:15:25,765 - yago11k_0.00003 - [INFO] - [E:387| 200]: Train Loss:0.0011062, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:16:37,854 - yago11k_0.00003 - [INFO] - [E:387| 300]: Train Loss:0.0011054, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:17:42,914 - yago11k_0.00003 - [INFO] - [E:387| 400]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:19:09,386 - yago11k_0.00003 - [INFO] - [E:387| 500]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:20:32,145 - yago11k_0.00003 - [INFO] - [E:387| 600]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:20:32,146 - yago11k_0.00003 - [INFO] - [Epoch:387]: Training Loss:0.001105
2023-06-07 04:20:32,457 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 04:20:49,525 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 04:21:06,401 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 387 valid]:
MRR: Tail : 0.41578, Head : 0.23468, Avg : 0.32523
2023-06-07 04:21:06,401 - yago11k_0.00003 - [INFO] - [Epoch 387]: Training Loss: 0.0011053, Valid MRR: 0.32692,
2023-06-07 04:21:07,296 - yago11k_0.00003 - [INFO] - [E:388| 0]: Train Loss:0.0010987, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:22:32,491 - yago11k_0.00003 - [INFO] - [E:388| 100]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:23:58,951 - yago11k_0.00003 - [INFO] - [E:388| 200]: Train Loss:0.0011046, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:25:24,074 - yago11k_0.00003 - [INFO] - [E:388| 300]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:26:50,492 - yago11k_0.00003 - [INFO] - [E:388| 400]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:28:15,657 - yago11k_0.00003 - [INFO] - [E:388| 500]: Train Loss:0.0011048, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:29:40,134 - yago11k_0.00003 - [INFO] - [E:388| 600]: Train Loss:0.001105, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:29:40,134 - yago11k_0.00003 - [INFO] - [Epoch:388]: Training Loss:0.001105
2023-06-07 04:29:40,446 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 04:29:57,546 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 04:30:14,417 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 388 valid]:
MRR: Tail : 0.41292, Head : 0.23538, Avg : 0.32415
2023-06-07 04:30:14,417 - yago11k_0.00003 - [INFO] - [Epoch 388]: Training Loss: 0.001105, Valid MRR: 0.32692,
2023-06-07 04:30:15,305 - yago11k_0.00003 - [INFO] - [E:389| 0]: Train Loss:0.0010937, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:31:40,868 - yago11k_0.00003 - [INFO] - [E:389| 100]: Train Loss:0.0011055, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:33:06,926 - yago11k_0.00003 - [INFO] - [E:389| 200]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:34:32,086 - yago11k_0.00003 - [INFO] - [E:389| 300]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:35:58,531 - yago11k_0.00003 - [INFO] - [E:389| 400]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:37:23,889 - yago11k_0.00003 - [INFO] - [E:389| 500]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:38:48,407 - yago11k_0.00003 - [INFO] - [E:389| 600]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:38:48,407 - yago11k_0.00003 - [INFO] - [Epoch:389]: Training Loss:0.001105
2023-06-07 04:38:48,720 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 04:39:05,794 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 04:39:22,646 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 389 valid]:
MRR: Tail : 0.41235, Head : 0.23448, Avg : 0.32341
MR: Tail : 697.54, Head : 1039.9, Avg : 868.72
Hit-1: Tail : 0.32981, Head : 0.19339, Avg : 0.2616
Hit-3: Tail : 0.44582, Head : 0.22756, Avg : 0.33669
Hit-10: Tail : 0.57974, Head : 0.31564, Avg : 0.44769
2023-06-07 04:39:22,646 - yago11k_0.00003 - [INFO] - [Epoch 389]: Training Loss: 0.0011051, Valid MRR: 0.32692,
2023-06-07 04:39:23,534 - yago11k_0.00003 - [INFO] - [E:390| 0]: Train Loss:0.0011114, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:40:49,763 - yago11k_0.00003 - [INFO] - [E:390| 100]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:42:15,323 - yago11k_0.00003 - [INFO] - [E:390| 200]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:43:40,390 - yago11k_0.00003 - [INFO] - [E:390| 300]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:45:06,826 - yago11k_0.00003 - [INFO] - [E:390| 400]: Train Loss:0.0011046, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:46:31,923 - yago11k_0.00003 - [INFO] - [E:390| 500]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:47:57,054 - yago11k_0.00003 - [INFO] - [E:390| 600]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:47:57,054 - yago11k_0.00003 - [INFO] - [Epoch:390]: Training Loss:0.001105
2023-06-07 04:47:57,331 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 04:48:13,627 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 04:48:30,493 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 390 valid]:
MRR: Tail : 0.4138, Head : 0.23534, Avg : 0.32457
2023-06-07 04:48:30,493 - yago11k_0.00003 - [INFO] - [Epoch 390]: Training Loss: 0.0011053, Valid MRR: 0.32692,
2023-06-07 04:48:31,384 - yago11k_0.00003 - [INFO] - [E:391| 0]: Train Loss:0.0011042, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:49:57,838 - yago11k_0.00003 - [INFO] - [E:391| 100]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:51:22,962 - yago11k_0.00003 - [INFO] - [E:391| 200]: Train Loss:0.0011054, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:52:48,326 - yago11k_0.00003 - [INFO] - [E:391| 300]: Train Loss:0.0011054, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:54:14,827 - yago11k_0.00003 - [INFO] - [E:391| 400]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:55:39,924 - yago11k_0.00003 - [INFO] - [E:391| 500]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:57:05,830 - yago11k_0.00003 - [INFO] - [E:391| 600]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:57:05,830 - yago11k_0.00003 - [INFO] - [Epoch:391]: Training Loss:0.001105
2023-06-07 04:57:06,141 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 04:57:21,609 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 04:57:38,205 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 391 valid]:
MRR: Tail : 0.41192, Head : 0.23472, Avg : 0.32332
2023-06-07 04:57:38,205 - yago11k_0.00003 - [INFO] - [Epoch 391]: Training Loss: 0.0011051, Valid MRR: 0.32692,
2023-06-07 04:57:39,090 - yago11k_0.00003 - [INFO] - [E:392| 0]: Train Loss:0.0010967, Val MRR:0.32692, yago11k_0.00003
2023-06-07 04:59:05,548 - yago11k_0.00003 - [INFO] - [E:392| 100]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:00:30,673 - yago11k_0.00003 - [INFO] - [E:392| 200]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:01:56,339 - yago11k_0.00003 - [INFO] - [E:392| 300]: Train Loss:0.0011048, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:03:22,432 - yago11k_0.00003 - [INFO] - [E:392| 400]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:04:47,746 - yago11k_0.00003 - [INFO] - [E:392| 500]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:06:13,611 - yago11k_0.00003 - [INFO] - [E:392| 600]: Train Loss:0.001105, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:06:13,611 - yago11k_0.00003 - [INFO] - [Epoch:392]: Training Loss:0.001105
2023-06-07 05:06:13,923 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 05:06:30,483 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 05:06:46,284 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 392 valid]:
MRR: Tail : 0.40961, Head : 0.23499, Avg : 0.3223
2023-06-07 05:06:46,285 - yago11k_0.00003 - [INFO] - [Epoch 392]: Training Loss: 0.001105, Valid MRR: 0.32692,
2023-06-07 05:06:47,181 - yago11k_0.00003 - [INFO] - [E:393| 0]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:08:13,641 - yago11k_0.00003 - [INFO] - [E:393| 100]: Train Loss:0.0011039, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:09:39,018 - yago11k_0.00003 - [INFO] - [E:393| 200]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:11:05,444 - yago11k_0.00003 - [INFO] - [E:393| 300]: Train Loss:0.0011054, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:12:30,892 - yago11k_0.00003 - [INFO] - [E:393| 400]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:13:56,258 - yago11k_0.00003 - [INFO] - [E:393| 500]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:15:22,172 - yago11k_0.00003 - [INFO] - [E:393| 600]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:15:22,173 - yago11k_0.00003 - [INFO] - [Epoch:393]: Training Loss:0.001105
2023-06-07 05:15:22,482 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 05:15:39,667 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 05:15:55,217 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 393 valid]:
MRR: Tail : 0.41078, Head : 0.23537, Avg : 0.32307
2023-06-07 05:15:55,217 - yago11k_0.00003 - [INFO] - [Epoch 393]: Training Loss: 0.0011051, Valid MRR: 0.32692,
2023-06-07 05:15:56,031 - yago11k_0.00003 - [INFO] - [E:394| 0]: Train Loss:0.0011155, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:17:22,273 - yago11k_0.00003 - [INFO] - [E:394| 100]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:18:47,576 - yago11k_0.00003 - [INFO] - [E:394| 200]: Train Loss:0.0011046, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:20:14,112 - yago11k_0.00003 - [INFO] - [E:394| 300]: Train Loss:0.0011042, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:21:39,517 - yago11k_0.00003 - [INFO] - [E:394| 400]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:23:04,868 - yago11k_0.00003 - [INFO] - [E:394| 500]: Train Loss:0.0011046, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:24:30,790 - yago11k_0.00003 - [INFO] - [E:394| 600]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:24:30,790 - yago11k_0.00003 - [INFO] - [Epoch:394]: Training Loss:0.001105
2023-06-07 05:24:31,103 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 05:24:48,185 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 05:25:04,623 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 394 valid]:
MRR: Tail : 0.41008, Head : 0.23487, Avg : 0.32247
2023-06-07 05:25:04,623 - yago11k_0.00003 - [INFO] - [Epoch 394]: Training Loss: 0.0011047, Valid MRR: 0.32692,
2023-06-07 05:25:05,434 - yago11k_0.00003 - [INFO] - [E:395| 0]: Train Loss:0.0010835, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:26:31,003 - yago11k_0.00003 - [INFO] - [E:395| 100]: Train Loss:0.001106, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:27:56,356 - yago11k_0.00003 - [INFO] - [E:395| 200]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:29:22,817 - yago11k_0.00003 - [INFO] - [E:395| 300]: Train Loss:0.0011043, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:30:48,166 - yago11k_0.00003 - [INFO] - [E:395| 400]: Train Loss:0.0011048, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:32:13,649 - yago11k_0.00003 - [INFO] - [E:395| 500]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:33:39,459 - yago11k_0.00003 - [INFO] - [E:395| 600]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:33:39,459 - yago11k_0.00003 - [INFO] - [Epoch:395]: Training Loss:0.001105
2023-06-07 05:33:39,771 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 05:33:56,845 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 05:34:13,705 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 395 valid]:
MRR: Tail : 0.41169, Head : 0.2355, Avg : 0.32359
2023-06-07 05:34:13,706 - yago11k_0.00003 - [INFO] - [Epoch 395]: Training Loss: 0.0011049, Valid MRR: 0.32692,
2023-06-07 05:34:14,596 - yago11k_0.00003 - [INFO] - [E:396| 0]: Train Loss:0.0010898, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:35:40,010 - yago11k_0.00003 - [INFO] - [E:396| 100]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:37:05,324 - yago11k_0.00003 - [INFO] - [E:396| 200]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:38:31,769 - yago11k_0.00003 - [INFO] - [E:396| 300]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:39:57,088 - yago11k_0.00003 - [INFO] - [E:396| 400]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:41:23,134 - yago11k_0.00003 - [INFO] - [E:396| 500]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:42:48,353 - yago11k_0.00003 - [INFO] - [E:396| 600]: Train Loss:0.0011045, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:42:48,354 - yago11k_0.00003 - [INFO] - [Epoch:396]: Training Loss:0.001104
2023-06-07 05:42:48,664 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 05:43:05,739 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 05:43:22,599 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 396 valid]:
MRR: Tail : 0.41244, Head : 0.23496, Avg : 0.3237
2023-06-07 05:43:22,599 - yago11k_0.00003 - [INFO] - [Epoch 396]: Training Loss: 0.0011045, Valid MRR: 0.32692,
2023-06-07 05:43:23,498 - yago11k_0.00003 - [INFO] - [E:397| 0]: Train Loss:0.0010945, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:44:49,060 - yago11k_0.00003 - [INFO] - [E:397| 100]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:46:14,724 - yago11k_0.00003 - [INFO] - [E:397| 200]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:47:41,459 - yago11k_0.00003 - [INFO] - [E:397| 300]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:49:06,861 - yago11k_0.00003 - [INFO] - [E:397| 400]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:50:33,686 - yago11k_0.00003 - [INFO] - [E:397| 500]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:51:58,833 - yago11k_0.00003 - [INFO] - [E:397| 600]: Train Loss:0.0011043, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:51:58,833 - yago11k_0.00003 - [INFO] - [Epoch:397]: Training Loss:0.001104
2023-06-07 05:51:59,143 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 05:52:16,153 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 05:52:32,856 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 397 valid]:
MRR: Tail : 0.41132, Head : 0.23477, Avg : 0.32305
2023-06-07 05:52:32,856 - yago11k_0.00003 - [INFO] - [Epoch 397]: Training Loss: 0.0011043, Valid MRR: 0.32692,
2023-06-07 05:52:33,750 - yago11k_0.00003 - [INFO] - [E:398| 0]: Train Loss:0.0011084, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:53:59,381 - yago11k_0.00003 - [INFO] - [E:398| 100]: Train Loss:0.0011069, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:55:25,455 - yago11k_0.00003 - [INFO] - [E:398| 200]: Train Loss:0.0011064, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:56:52,023 - yago11k_0.00003 - [INFO] - [E:398| 300]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:58:17,601 - yago11k_0.00003 - [INFO] - [E:398| 400]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003
2023-06-07 05:59:44,539 - yago11k_0.00003 - [INFO] - [E:398| 500]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:01:09,579 - yago11k_0.00003 - [INFO] - [E:398| 600]: Train Loss:0.0011046, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:01:09,579 - yago11k_0.00003 - [INFO] - [Epoch:398]: Training Loss:0.001105
2023-06-07 06:01:09,890 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 06:01:27,003 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 06:01:43,845 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 398 valid]:
MRR: Tail : 0.41348, Head : 0.23388, Avg : 0.32368
2023-06-07 06:01:43,846 - yago11k_0.00003 - [INFO] - [Epoch 398]: Training Loss: 0.0011046, Valid MRR: 0.32692,
2023-06-07 06:01:44,741 - yago11k_0.00003 - [INFO] - [E:399| 0]: Train Loss:0.0010909, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:03:10,118 - yago11k_0.00003 - [INFO] - [E:399| 100]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:04:36,480 - yago11k_0.00003 - [INFO] - [E:399| 200]: Train Loss:0.0011043, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:06:01,992 - yago11k_0.00003 - [INFO] - [E:399| 300]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:07:27,128 - yago11k_0.00003 - [INFO] - [E:399| 400]: Train Loss:0.0011045, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:08:53,603 - yago11k_0.00003 - [INFO] - [E:399| 500]: Train Loss:0.0011048, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:10:18,371 - yago11k_0.00003 - [INFO] - [E:399| 600]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:10:18,371 - yago11k_0.00003 - [INFO] - [Epoch:399]: Training Loss:0.001104
2023-06-07 06:10:18,683 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 06:10:35,759 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 06:10:52,631 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 399 valid]:
MRR: Tail : 0.41252, Head : 0.23588, Avg : 0.3242
MR: Tail : 670.63, Head : 1029.9, Avg : 850.25
Hit-1: Tail : 0.33231, Head : 0.19492, Avg : 0.26361
Hit-3: Tail : 0.43776, Head : 0.22895, Avg : 0.33336
Hit-10: Tail : 0.58099, Head : 0.3212, Avg : 0.4511
2023-06-07 06:10:52,631 - yago11k_0.00003 - [INFO] - [Epoch 399]: Training Loss: 0.0011044, Valid MRR: 0.32692,
2023-06-07 06:10:53,532 - yago11k_0.00003 - [INFO] - [E:400| 0]: Train Loss:0.0010932, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:12:18,985 - yago11k_0.00003 - [INFO] - [E:400| 100]: Train Loss:0.0011048, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:13:45,453 - yago11k_0.00003 - [INFO] - [E:400| 200]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:15:10,938 - yago11k_0.00003 - [INFO] - [E:400| 300]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:16:36,112 - yago11k_0.00003 - [INFO] - [E:400| 400]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:18:02,581 - yago11k_0.00003 - [INFO] - [E:400| 500]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:19:27,187 - yago11k_0.00003 - [INFO] - [E:400| 600]: Train Loss:0.0011046, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:19:27,188 - yago11k_0.00003 - [INFO] - [Epoch:400]: Training Loss:0.001105
2023-06-07 06:19:27,499 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 06:19:44,596 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 06:20:01,469 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 400 valid]:
MRR: Tail : 0.4145, Head : 0.23298, Avg : 0.32374
2023-06-07 06:20:01,469 - yago11k_0.00003 - [INFO] - [Epoch 400]: Training Loss: 0.0011046, Valid MRR: 0.32692,
2023-06-07 06:20:02,361 - yago11k_0.00003 - [INFO] - [E:401| 0]: Train Loss:0.0011274, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:21:27,878 - yago11k_0.00003 - [INFO] - [E:401| 100]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:22:54,279 - yago11k_0.00003 - [INFO] - [E:401| 200]: Train Loss:0.0011043, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:24:19,625 - yago11k_0.00003 - [INFO] - [E:401| 300]: Train Loss:0.0011043, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:25:45,027 - yago11k_0.00003 - [INFO] - [E:401| 400]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:27:11,557 - yago11k_0.00003 - [INFO] - [E:401| 500]: Train Loss:0.0011045, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:28:36,301 - yago11k_0.00003 - [INFO] - [E:401| 600]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:28:36,302 - yago11k_0.00003 - [INFO] - [Epoch:401]: Training Loss:0.001105
2023-06-07 06:28:36,613 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 06:28:53,689 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 06:29:10,555 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 401 valid]:
MRR: Tail : 0.41397, Head : 0.23404, Avg : 0.32401
2023-06-07 06:29:10,555 - yago11k_0.00003 - [INFO] - [Epoch 401]: Training Loss: 0.0011047, Valid MRR: 0.32692,
2023-06-07 06:29:11,439 - yago11k_0.00003 - [INFO] - [E:402| 0]: Train Loss:0.0010994, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:30:36,764 - yago11k_0.00003 - [INFO] - [E:402| 100]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:32:03,231 - yago11k_0.00003 - [INFO] - [E:402| 200]: Train Loss:0.001105, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:33:28,561 - yago11k_0.00003 - [INFO] - [E:402| 300]: Train Loss:0.0011043, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:34:54,454 - yago11k_0.00003 - [INFO] - [E:402| 400]: Train Loss:0.0011043, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:36:20,393 - yago11k_0.00003 - [INFO] - [E:402| 500]: Train Loss:0.0011042, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:37:45,132 - yago11k_0.00003 - [INFO] - [E:402| 600]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:37:45,132 - yago11k_0.00003 - [INFO] - [Epoch:402]: Training Loss:0.001104
2023-06-07 06:37:45,442 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 06:38:02,535 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 06:38:19,420 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 402 valid]:
MRR: Tail : 0.41327, Head : 0.23549, Avg : 0.32438
2023-06-07 06:38:19,420 - yago11k_0.00003 - [INFO] - [Epoch 402]: Training Loss: 0.0011044, Valid MRR: 0.32692,
2023-06-07 06:38:20,312 - yago11k_0.00003 - [INFO] - [E:403| 0]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:39:45,787 - yago11k_0.00003 - [INFO] - [E:403| 100]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:41:12,320 - yago11k_0.00003 - [INFO] - [E:403| 200]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:42:37,737 - yago11k_0.00003 - [INFO] - [E:403| 300]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:44:04,269 - yago11k_0.00003 - [INFO] - [E:403| 400]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:45:29,689 - yago11k_0.00003 - [INFO] - [E:403| 500]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:46:54,307 - yago11k_0.00003 - [INFO] - [E:403| 600]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:46:54,307 - yago11k_0.00003 - [INFO] - [Epoch:403]: Training Loss:0.001104
2023-06-07 06:46:54,617 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 06:47:11,700 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 06:47:28,583 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 403 valid]:
MRR: Tail : 0.41157, Head : 0.23566, Avg : 0.32362
2023-06-07 06:47:28,583 - yago11k_0.00003 - [INFO] - [Epoch 403]: Training Loss: 0.0011044, Valid MRR: 0.32692,
2023-06-07 06:47:29,439 - yago11k_0.00003 - [INFO] - [E:404| 0]: Train Loss:0.0011139, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:48:55,100 - yago11k_0.00003 - [INFO] - [E:404| 100]: Train Loss:0.0011039, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:50:21,892 - yago11k_0.00003 - [INFO] - [E:404| 200]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:51:47,783 - yago11k_0.00003 - [INFO] - [E:404| 300]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:53:14,636 - yago11k_0.00003 - [INFO] - [E:404| 400]: Train Loss:0.0011046, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:54:40,285 - yago11k_0.00003 - [INFO] - [E:404| 500]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:56:05,432 - yago11k_0.00003 - [INFO] - [E:404| 600]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:56:05,432 - yago11k_0.00003 - [INFO] - [Epoch:404]: Training Loss:0.001104
2023-06-07 06:56:05,738 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 06:56:22,627 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 06:56:39,312 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 404 valid]:
MRR: Tail : 0.41444, Head : 0.23403, Avg : 0.32424
2023-06-07 06:56:39,312 - yago11k_0.00003 - [INFO] - [Epoch 404]: Training Loss: 0.001104, Valid MRR: 0.32692,
2023-06-07 06:56:40,192 - yago11k_0.00003 - [INFO] - [E:405| 0]: Train Loss:0.0011039, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:58:07,066 - yago11k_0.00003 - [INFO] - [E:405| 100]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003
2023-06-07 06:59:32,889 - yago11k_0.00003 - [INFO] - [E:405| 200]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:00:58,748 - yago11k_0.00003 - [INFO] - [E:405| 300]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:02:25,803 - yago11k_0.00003 - [INFO] - [E:405| 400]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:03:51,596 - yago11k_0.00003 - [INFO] - [E:405| 500]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:05:17,515 - yago11k_0.00003 - [INFO] - [E:405| 600]: Train Loss:0.0011042, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:05:17,516 - yago11k_0.00003 - [INFO] - [Epoch:405]: Training Loss:0.001104
2023-06-07 07:05:17,792 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 07:05:33,990 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 07:05:50,757 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 405 valid]:
MRR: Tail : 0.40978, Head : 0.23282, Avg : 0.3213
2023-06-07 07:05:50,758 - yago11k_0.00003 - [INFO] - [Epoch 405]: Training Loss: 0.0011042, Valid MRR: 0.32692,
2023-06-07 07:05:51,605 - yago11k_0.00003 - [INFO] - [E:406| 0]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:07:18,459 - yago11k_0.00003 - [INFO] - [E:406| 100]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:08:44,073 - yago11k_0.00003 - [INFO] - [E:406| 200]: Train Loss:0.0011059, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:10:09,896 - yago11k_0.00003 - [INFO] - [E:406| 300]: Train Loss:0.0011048, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:11:36,873 - yago11k_0.00003 - [INFO] - [E:406| 400]: Train Loss:0.0011044, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:13:02,623 - yago11k_0.00003 - [INFO] - [E:406| 500]: Train Loss:0.001105, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:14:28,963 - yago11k_0.00003 - [INFO] - [E:406| 600]: Train Loss:0.0011046, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:14:28,963 - yago11k_0.00003 - [INFO] - [Epoch:406]: Training Loss:0.001105
2023-06-07 07:14:29,275 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 07:14:45,140 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 07:15:01,401 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 406 valid]:
MRR: Tail : 0.41281, Head : 0.23298, Avg : 0.32289
2023-06-07 07:15:01,401 - yago11k_0.00003 - [INFO] - [Epoch 406]: Training Loss: 0.0011046, Valid MRR: 0.32692,
2023-06-07 07:15:02,279 - yago11k_0.00003 - [INFO] - [E:407| 0]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:16:29,241 - yago11k_0.00003 - [INFO] - [E:407| 100]: Train Loss:0.0011069, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:17:54,817 - yago11k_0.00003 - [INFO] - [E:407| 200]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:19:21,472 - yago11k_0.00003 - [INFO] - [E:407| 300]: Train Loss:0.0011039, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:20:47,735 - yago11k_0.00003 - [INFO] - [E:407| 400]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:22:13,451 - yago11k_0.00003 - [INFO] - [E:407| 500]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:23:39,461 - yago11k_0.00003 - [INFO] - [E:407| 600]: Train Loss:0.0011042, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:23:39,461 - yago11k_0.00003 - [INFO] - [Epoch:407]: Training Loss:0.001104
2023-06-07 07:23:39,772 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 07:23:56,882 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 07:24:12,124 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 407 valid]:
MRR: Tail : 0.41299, Head : 0.23365, Avg : 0.32332
2023-06-07 07:24:12,124 - yago11k_0.00003 - [INFO] - [Epoch 407]: Training Loss: 0.0011042, Valid MRR: 0.32692,
2023-06-07 07:24:13,003 - yago11k_0.00003 - [INFO] - [E:408| 0]: Train Loss:0.0010982, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:25:39,631 - yago11k_0.00003 - [INFO] - [E:408| 100]: Train Loss:0.001105, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:27:05,115 - yago11k_0.00003 - [INFO] - [E:408| 200]: Train Loss:0.001105, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:28:31,633 - yago11k_0.00003 - [INFO] - [E:408| 300]: Train Loss:0.0011049, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:29:57,054 - yago11k_0.00003 - [INFO] - [E:408| 400]: Train Loss:0.0011042, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:31:22,492 - yago11k_0.00003 - [INFO] - [E:408| 500]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:32:48,450 - yago11k_0.00003 - [INFO] - [E:408| 600]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:32:48,451 - yago11k_0.00003 - [INFO] - [Epoch:408]: Training Loss:0.001104
2023-06-07 07:32:48,770 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 07:33:05,840 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 07:33:22,097 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 408 valid]:
MRR: Tail : 0.40789, Head : 0.23337, Avg : 0.32063
2023-06-07 07:33:22,097 - yago11k_0.00003 - [INFO] - [Epoch 408]: Training Loss: 0.001104, Valid MRR: 0.32692,
2023-06-07 07:33:22,908 - yago11k_0.00003 - [INFO] - [E:409| 0]: Train Loss:0.0010842, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:34:48,710 - yago11k_0.00003 - [INFO] - [E:409| 100]: Train Loss:0.0011043, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:36:14,257 - yago11k_0.00003 - [INFO] - [E:409| 200]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:37:40,809 - yago11k_0.00003 - [INFO] - [E:409| 300]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:39:06,234 - yago11k_0.00003 - [INFO] - [E:409| 400]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:40:31,604 - yago11k_0.00003 - [INFO] - [E:409| 500]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:41:57,597 - yago11k_0.00003 - [INFO] - [E:409| 600]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:41:57,597 - yago11k_0.00003 - [INFO] - [Epoch:409]: Training Loss:0.001104
2023-06-07 07:41:57,908 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 07:42:14,993 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 07:42:31,878 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 409 valid]:
MRR: Tail : 0.41286, Head : 0.23455, Avg : 0.32371
MR: Tail : 695.49, Head : 1026.0, Avg : 860.75
Hit-1: Tail : 0.32787, Head : 0.19394, Avg : 0.26091
Hit-3: Tail : 0.44735, Head : 0.22812, Avg : 0.33773
Hit-10: Tail : 0.58016, Head : 0.31175, Avg : 0.44596
2023-06-07 07:42:31,878 - yago11k_0.00003 - [INFO] - [Epoch 409]: Training Loss: 0.001104, Valid MRR: 0.32692,
2023-06-07 07:42:32,773 - yago11k_0.00003 - [INFO] - [E:410| 0]: Train Loss:0.0011214, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:43:58,250 - yago11k_0.00003 - [INFO] - [E:410| 100]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:45:23,673 - yago11k_0.00003 - [INFO] - [E:410| 200]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:46:40,537 - yago11k_0.00003 - [INFO] - [E:410| 300]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:47:44,301 - yago11k_0.00003 - [INFO] - [E:410| 400]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:48:47,447 - yago11k_0.00003 - [INFO] - [E:410| 500]: Train Loss:0.0011032, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:49:50,842 - yago11k_0.00003 - [INFO] - [E:410| 600]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:49:50,842 - yago11k_0.00003 - [INFO] - [Epoch:410]: Training Loss:0.001104
2023-06-07 07:49:51,058 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 07:50:03,269 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 07:50:15,518 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 410 valid]:
MRR: Tail : 0.41473, Head : 0.23526, Avg : 0.325
2023-06-07 07:50:15,518 - yago11k_0.00003 - [INFO] - [Epoch 410]: Training Loss: 0.0011037, Valid MRR: 0.32692,
2023-06-07 07:50:16,155 - yago11k_0.00003 - [INFO] - [E:411| 0]: Train Loss:0.0011121, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:51:30,048 - yago11k_0.00003 - [INFO] - [E:411| 100]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:52:56,471 - yago11k_0.00003 - [INFO] - [E:411| 200]: Train Loss:0.0011028, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:54:19,762 - yago11k_0.00003 - [INFO] - [E:411| 300]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:55:44,820 - yago11k_0.00003 - [INFO] - [E:411| 400]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:57:11,271 - yago11k_0.00003 - [INFO] - [E:411| 500]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:58:35,708 - yago11k_0.00003 - [INFO] - [E:411| 600]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003
2023-06-07 07:58:35,709 - yago11k_0.00003 - [INFO] - [Epoch:411]: Training Loss:0.001104
2023-06-07 07:58:36,027 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 07:58:53,090 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 07:59:09,928 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 411 valid]:
MRR: Tail : 0.41354, Head : 0.23551, Avg : 0.32452
2023-06-07 07:59:09,929 - yago11k_0.00003 - [INFO] - [Epoch 411]: Training Loss: 0.001104, Valid MRR: 0.32692,
2023-06-07 07:59:10,827 - yago11k_0.00003 - [INFO] - [E:412| 0]: Train Loss:0.0011073, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:00:35,907 - yago11k_0.00003 - [INFO] - [E:412| 100]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:02:02,253 - yago11k_0.00003 - [INFO] - [E:412| 200]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:03:27,359 - yago11k_0.00003 - [INFO] - [E:412| 300]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:04:52,886 - yago11k_0.00003 - [INFO] - [E:412| 400]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:06:18,637 - yago11k_0.00003 - [INFO] - [E:412| 500]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:07:43,038 - yago11k_0.00003 - [INFO] - [E:412| 600]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:07:43,038 - yago11k_0.00003 - [INFO] - [Epoch:412]: Training Loss:0.001104
2023-06-07 08:07:43,348 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 08:08:00,402 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 08:08:17,238 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 412 valid]:
MRR: Tail : 0.40878, Head : 0.23671, Avg : 0.32275
2023-06-07 08:08:17,238 - yago11k_0.00003 - [INFO] - [Epoch 412]: Training Loss: 0.0011041, Valid MRR: 0.32692,
2023-06-07 08:08:18,123 - yago11k_0.00003 - [INFO] - [E:413| 0]: Train Loss:0.0010902, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:09:43,444 - yago11k_0.00003 - [INFO] - [E:413| 100]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:11:09,806 - yago11k_0.00003 - [INFO] - [E:413| 200]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:12:35,035 - yago11k_0.00003 - [INFO] - [E:413| 300]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:14:01,282 - yago11k_0.00003 - [INFO] - [E:413| 400]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:15:26,370 - yago11k_0.00003 - [INFO] - [E:413| 500]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:16:50,965 - yago11k_0.00003 - [INFO] - [E:413| 600]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:16:50,965 - yago11k_0.00003 - [INFO] - [Epoch:413]: Training Loss:0.001104
2023-06-07 08:16:51,276 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 08:17:08,312 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 08:17:25,152 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 413 valid]:
MRR: Tail : 0.41106, Head : 0.23519, Avg : 0.32313
2023-06-07 08:17:25,152 - yago11k_0.00003 - [INFO] - [Epoch 413]: Training Loss: 0.001104, Valid MRR: 0.32692,
2023-06-07 08:17:26,047 - yago11k_0.00003 - [INFO] - [E:414| 0]: Train Loss:0.0011082, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:18:51,300 - yago11k_0.00003 - [INFO] - [E:414| 100]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:20:17,654 - yago11k_0.00003 - [INFO] - [E:414| 200]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:21:42,874 - yago11k_0.00003 - [INFO] - [E:414| 300]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:23:09,242 - yago11k_0.00003 - [INFO] - [E:414| 400]: Train Loss:0.0011039, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:24:34,442 - yago11k_0.00003 - [INFO] - [E:414| 500]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:25:59,024 - yago11k_0.00003 - [INFO] - [E:414| 600]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:25:59,024 - yago11k_0.00003 - [INFO] - [Epoch:414]: Training Loss:0.001104
2023-06-07 08:25:59,339 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 08:26:16,391 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 08:26:33,211 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 414 valid]:
MRR: Tail : 0.40863, Head : 0.23327, Avg : 0.32095
2023-06-07 08:26:33,211 - yago11k_0.00003 - [INFO] - [Epoch 414]: Training Loss: 0.0011037, Valid MRR: 0.32692,
2023-06-07 08:26:34,104 - yago11k_0.00003 - [INFO] - [E:415| 0]: Train Loss:0.0010927, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:27:59,967 - yago11k_0.00003 - [INFO] - [E:415| 100]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:29:25,496 - yago11k_0.00003 - [INFO] - [E:415| 200]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:30:50,490 - yago11k_0.00003 - [INFO] - [E:415| 300]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:32:16,792 - yago11k_0.00003 - [INFO] - [E:415| 400]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:33:42,058 - yago11k_0.00003 - [INFO] - [E:415| 500]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:35:06,714 - yago11k_0.00003 - [INFO] - [E:415| 600]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:35:06,714 - yago11k_0.00003 - [INFO] - [Epoch:415]: Training Loss:0.001103
2023-06-07 08:35:06,989 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 08:35:23,986 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 08:35:40,832 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 415 valid]:
MRR: Tail : 0.41141, Head : 0.23288, Avg : 0.32214
2023-06-07 08:35:40,833 - yago11k_0.00003 - [INFO] - [Epoch 415]: Training Loss: 0.0011034, Valid MRR: 0.32692,
2023-06-07 08:35:41,703 - yago11k_0.00003 - [INFO] - [E:416| 0]: Train Loss:0.0011208, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:37:08,032 - yago11k_0.00003 - [INFO] - [E:416| 100]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:38:33,201 - yago11k_0.00003 - [INFO] - [E:416| 200]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:39:58,402 - yago11k_0.00003 - [INFO] - [E:416| 300]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:41:24,791 - yago11k_0.00003 - [INFO] - [E:416| 400]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:42:49,972 - yago11k_0.00003 - [INFO] - [E:416| 500]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:44:15,301 - yago11k_0.00003 - [INFO] - [E:416| 600]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:44:15,301 - yago11k_0.00003 - [INFO] - [Epoch:416]: Training Loss:0.001103
2023-06-07 08:44:15,576 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 08:44:31,688 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 08:44:48,525 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 416 valid]:
MRR: Tail : 0.41154, Head : 0.23266, Avg : 0.3221
2023-06-07 08:44:48,525 - yago11k_0.00003 - [INFO] - [Epoch 416]: Training Loss: 0.0011034, Valid MRR: 0.32692,
2023-06-07 08:44:49,369 - yago11k_0.00003 - [INFO] - [E:417| 0]: Train Loss:0.0011046, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:46:15,704 - yago11k_0.00003 - [INFO] - [E:417| 100]: Train Loss:0.001105, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:47:40,655 - yago11k_0.00003 - [INFO] - [E:417| 200]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:49:05,861 - yago11k_0.00003 - [INFO] - [E:417| 300]: Train Loss:0.0011045, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:50:32,224 - yago11k_0.00003 - [INFO] - [E:417| 400]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:51:57,227 - yago11k_0.00003 - [INFO] - [E:417| 500]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:53:23,005 - yago11k_0.00003 - [INFO] - [E:417| 600]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:53:23,006 - yago11k_0.00003 - [INFO] - [Epoch:417]: Training Loss:0.001103
2023-06-07 08:53:23,318 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 08:53:39,109 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 08:53:55,461 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 417 valid]:
MRR: Tail : 0.4119, Head : 0.2327, Avg : 0.3223
2023-06-07 08:53:55,461 - yago11k_0.00003 - [INFO] - [Epoch 417]: Training Loss: 0.0011035, Valid MRR: 0.32692,
2023-06-07 08:53:56,352 - yago11k_0.00003 - [INFO] - [E:418| 0]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:55:22,727 - yago11k_0.00003 - [INFO] - [E:418| 100]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:56:47,950 - yago11k_0.00003 - [INFO] - [E:418| 200]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:58:13,625 - yago11k_0.00003 - [INFO] - [E:418| 300]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003
2023-06-07 08:59:39,484 - yago11k_0.00003 - [INFO] - [E:418| 400]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:01:04,642 - yago11k_0.00003 - [INFO] - [E:418| 500]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:02:30,386 - yago11k_0.00003 - [INFO] - [E:418| 600]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:02:30,386 - yago11k_0.00003 - [INFO] - [Epoch:418]: Training Loss:0.001104
2023-06-07 09:02:30,693 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 09:02:47,391 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 09:03:02,729 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 418 valid]:
MRR: Tail : 0.41257, Head : 0.23495, Avg : 0.32376
2023-06-07 09:03:02,729 - yago11k_0.00003 - [INFO] - [Epoch 418]: Training Loss: 0.0011037, Valid MRR: 0.32692,
2023-06-07 09:03:03,611 - yago11k_0.00003 - [INFO] - [E:419| 0]: Train Loss:0.0011077, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:04:29,942 - yago11k_0.00003 - [INFO] - [E:419| 100]: Train Loss:0.0011061, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:05:55,207 - yago11k_0.00003 - [INFO] - [E:419| 200]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:07:21,516 - yago11k_0.00003 - [INFO] - [E:419| 300]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:08:46,767 - yago11k_0.00003 - [INFO] - [E:419| 400]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:10:11,722 - yago11k_0.00003 - [INFO] - [E:419| 500]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:11:37,564 - yago11k_0.00003 - [INFO] - [E:419| 600]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:11:37,565 - yago11k_0.00003 - [INFO] - [Epoch:419]: Training Loss:0.001103
2023-06-07 09:11:37,881 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 09:11:54,936 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 09:12:10,766 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 419 valid]:
MRR: Tail : 0.41043, Head : 0.23425, Avg : 0.32234
MR: Tail : 705.76, Head : 1039.0, Avg : 872.37
Hit-1: Tail : 0.3294, Head : 0.19158, Avg : 0.26049
Hit-3: Tail : 0.44096, Head : 0.23187, Avg : 0.33641
Hit-10: Tail : 0.58294, Head : 0.31564, Avg : 0.44929
2023-06-07 09:12:10,766 - yago11k_0.00003 - [INFO] - [Epoch 419]: Training Loss: 0.0011035, Valid MRR: 0.32692,
2023-06-07 09:12:11,572 - yago11k_0.00003 - [INFO] - [E:420| 0]: Train Loss:0.0010965, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:13:37,653 - yago11k_0.00003 - [INFO] - [E:420| 100]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:15:02,244 - yago11k_0.00003 - [INFO] - [E:420| 200]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:16:05,370 - yago11k_0.00003 - [INFO] - [E:420| 300]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:17:08,429 - yago11k_0.00003 - [INFO] - [E:420| 400]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:18:11,659 - yago11k_0.00003 - [INFO] - [E:420| 500]: Train Loss:0.0011032, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:19:14,363 - yago11k_0.00003 - [INFO] - [E:420| 600]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:19:14,363 - yago11k_0.00003 - [INFO] - [Epoch:420]: Training Loss:0.001103
2023-06-07 09:19:14,578 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 09:19:26,534 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 09:19:38,316 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 420 valid]:
MRR: Tail : 0.41288, Head : 0.23454, Avg : 0.32371
2023-06-07 09:19:38,316 - yago11k_0.00003 - [INFO] - [Epoch 420]: Training Loss: 0.0011033, Valid MRR: 0.32692,
2023-06-07 09:19:38,957 - yago11k_0.00003 - [INFO] - [E:421| 0]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:20:42,166 - yago11k_0.00003 - [INFO] - [E:421| 100]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:21:45,280 - yago11k_0.00003 - [INFO] - [E:421| 200]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:22:48,446 - yago11k_0.00003 - [INFO] - [E:421| 300]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:23:51,601 - yago11k_0.00003 - [INFO] - [E:421| 400]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:24:54,652 - yago11k_0.00003 - [INFO] - [E:421| 500]: Train Loss:0.0011032, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:25:57,267 - yago11k_0.00003 - [INFO] - [E:421| 600]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:25:57,267 - yago11k_0.00003 - [INFO] - [Epoch:421]: Training Loss:0.001103
2023-06-07 09:25:57,482 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 09:26:09,431 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 09:26:21,282 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 421 valid]:
MRR: Tail : 0.41379, Head : 0.23453, Avg : 0.32416
2023-06-07 09:26:21,282 - yago11k_0.00003 - [INFO] - [Epoch 421]: Training Loss: 0.001103, Valid MRR: 0.32692,
2023-06-07 09:26:21,929 - yago11k_0.00003 - [INFO] - [E:422| 0]: Train Loss:0.0010986, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:27:25,128 - yago11k_0.00003 - [INFO] - [E:422| 100]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:28:28,325 - yago11k_0.00003 - [INFO] - [E:422| 200]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:29:31,576 - yago11k_0.00003 - [INFO] - [E:422| 300]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:30:34,662 - yago11k_0.00003 - [INFO] - [E:422| 400]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:31:37,761 - yago11k_0.00003 - [INFO] - [E:422| 500]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:32:40,564 - yago11k_0.00003 - [INFO] - [E:422| 600]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:32:40,565 - yago11k_0.00003 - [INFO] - [Epoch:422]: Training Loss:0.001103
2023-06-07 09:32:40,779 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 09:32:52,732 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 09:33:04,515 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 422 valid]:
MRR: Tail : 0.41178, Head : 0.23675, Avg : 0.32427
2023-06-07 09:33:04,515 - yago11k_0.00003 - [INFO] - [Epoch 422]: Training Loss: 0.0011031, Valid MRR: 0.32692,
2023-06-07 09:33:05,151 - yago11k_0.00003 - [INFO] - [E:423| 0]: Train Loss:0.0010865, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:34:08,264 - yago11k_0.00003 - [INFO] - [E:423| 100]: Train Loss:0.0011, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:35:11,393 - yago11k_0.00003 - [INFO] - [E:423| 200]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:36:14,507 - yago11k_0.00003 - [INFO] - [E:423| 300]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:37:17,591 - yago11k_0.00003 - [INFO] - [E:423| 400]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:38:20,748 - yago11k_0.00003 - [INFO] - [E:423| 500]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:39:23,381 - yago11k_0.00003 - [INFO] - [E:423| 600]: Train Loss:0.0011032, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:39:23,382 - yago11k_0.00003 - [INFO] - [Epoch:423]: Training Loss:0.001103
2023-06-07 09:39:23,596 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 09:39:35,544 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 09:39:47,325 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 423 valid]:
MRR: Tail : 0.40953, Head : 0.23367, Avg : 0.3216
2023-06-07 09:39:47,325 - yago11k_0.00003 - [INFO] - [Epoch 423]: Training Loss: 0.0011032, Valid MRR: 0.32692,
2023-06-07 09:39:47,962 - yago11k_0.00003 - [INFO] - [E:424| 0]: Train Loss:0.0011153, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:40:51,063 - yago11k_0.00003 - [INFO] - [E:424| 100]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:41:54,298 - yago11k_0.00003 - [INFO] - [E:424| 200]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:42:57,447 - yago11k_0.00003 - [INFO] - [E:424| 300]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:44:00,685 - yago11k_0.00003 - [INFO] - [E:424| 400]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:45:03,768 - yago11k_0.00003 - [INFO] - [E:424| 500]: Train Loss:0.0011032, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:46:06,415 - yago11k_0.00003 - [INFO] - [E:424| 600]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:46:06,415 - yago11k_0.00003 - [INFO] - [Epoch:424]: Training Loss:0.001103
2023-06-07 09:46:06,629 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 09:46:18,584 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 09:46:30,369 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 424 valid]:
MRR: Tail : 0.41389, Head : 0.23771, Avg : 0.3258
2023-06-07 09:46:30,369 - yago11k_0.00003 - [INFO] - [Epoch 424]: Training Loss: 0.0011031, Valid MRR: 0.32692,
2023-06-07 09:46:31,008 - yago11k_0.00003 - [INFO] - [E:425| 0]: Train Loss:0.0011066, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:47:34,137 - yago11k_0.00003 - [INFO] - [E:425| 100]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:48:37,254 - yago11k_0.00003 - [INFO] - [E:425| 200]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:49:40,355 - yago11k_0.00003 - [INFO] - [E:425| 300]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:50:43,518 - yago11k_0.00003 - [INFO] - [E:425| 400]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:51:46,682 - yago11k_0.00003 - [INFO] - [E:425| 500]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:52:49,395 - yago11k_0.00003 - [INFO] - [E:425| 600]: Train Loss:0.0011032, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:52:49,395 - yago11k_0.00003 - [INFO] - [Epoch:425]: Training Loss:0.001103
2023-06-07 09:52:49,610 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 09:53:01,602 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 09:53:13,385 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 425 valid]:
MRR: Tail : 0.4117, Head : 0.23717, Avg : 0.32444
2023-06-07 09:53:13,385 - yago11k_0.00003 - [INFO] - [Epoch 425]: Training Loss: 0.0011032, Valid MRR: 0.32692,
2023-06-07 09:53:14,020 - yago11k_0.00003 - [INFO] - [E:426| 0]: Train Loss:0.0010984, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:54:17,148 - yago11k_0.00003 - [INFO] - [E:426| 100]: Train Loss:0.0011026, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:55:20,257 - yago11k_0.00003 - [INFO] - [E:426| 200]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:56:23,452 - yago11k_0.00003 - [INFO] - [E:426| 300]: Train Loss:0.0011028, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:57:26,555 - yago11k_0.00003 - [INFO] - [E:426| 400]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:58:29,657 - yago11k_0.00003 - [INFO] - [E:426| 500]: Train Loss:0.0011026, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:59:32,366 - yago11k_0.00003 - [INFO] - [E:426| 600]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003
2023-06-07 09:59:32,366 - yago11k_0.00003 - [INFO] - [Epoch:426]: Training Loss:0.001103
2023-06-07 09:59:32,581 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 09:59:44,529 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 09:59:56,310 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 426 valid]:
MRR: Tail : 0.4087, Head : 0.23476, Avg : 0.32173
2023-06-07 09:59:56,310 - yago11k_0.00003 - [INFO] - [Epoch 426]: Training Loss: 0.0011029, Valid MRR: 0.32692,
2023-06-07 09:59:56,946 - yago11k_0.00003 - [INFO] - [E:427| 0]: Train Loss:0.0010918, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:01:00,066 - yago11k_0.00003 - [INFO] - [E:427| 100]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:02:03,269 - yago11k_0.00003 - [INFO] - [E:427| 200]: Train Loss:0.001104, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:03:06,486 - yago11k_0.00003 - [INFO] - [E:427| 300]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:04:09,664 - yago11k_0.00003 - [INFO] - [E:427| 400]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:05:12,853 - yago11k_0.00003 - [INFO] - [E:427| 500]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:06:15,533 - yago11k_0.00003 - [INFO] - [E:427| 600]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:06:15,534 - yago11k_0.00003 - [INFO] - [Epoch:427]: Training Loss:0.001103
2023-06-07 10:06:15,749 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 10:06:27,696 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 10:06:39,495 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 427 valid]:
MRR: Tail : 0.40927, Head : 0.23465, Avg : 0.32196
2023-06-07 10:06:39,495 - yago11k_0.00003 - [INFO] - [Epoch 427]: Training Loss: 0.001103, Valid MRR: 0.32692,
2023-06-07 10:06:40,133 - yago11k_0.00003 - [INFO] - [E:428| 0]: Train Loss:0.0010881, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:07:43,319 - yago11k_0.00003 - [INFO] - [E:428| 100]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:08:46,511 - yago11k_0.00003 - [INFO] - [E:428| 200]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:09:49,709 - yago11k_0.00003 - [INFO] - [E:428| 300]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:10:52,929 - yago11k_0.00003 - [INFO] - [E:428| 400]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:11:56,034 - yago11k_0.00003 - [INFO] - [E:428| 500]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:12:58,734 - yago11k_0.00003 - [INFO] - [E:428| 600]: Train Loss:0.0011028, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:12:58,734 - yago11k_0.00003 - [INFO] - [Epoch:428]: Training Loss:0.001103
2023-06-07 10:12:58,949 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 10:13:10,893 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 10:13:22,708 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 428 valid]:
MRR: Tail : 0.40868, Head : 0.23687, Avg : 0.32278
2023-06-07 10:13:22,708 - yago11k_0.00003 - [INFO] - [Epoch 428]: Training Loss: 0.0011028, Valid MRR: 0.32692,
2023-06-07 10:13:23,346 - yago11k_0.00003 - [INFO] - [E:429| 0]: Train Loss:0.001081, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:14:26,517 - yago11k_0.00003 - [INFO] - [E:429| 100]: Train Loss:0.0011003, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:15:29,639 - yago11k_0.00003 - [INFO] - [E:429| 200]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:16:32,796 - yago11k_0.00003 - [INFO] - [E:429| 300]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:17:35,896 - yago11k_0.00003 - [INFO] - [E:429| 400]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:18:39,002 - yago11k_0.00003 - [INFO] - [E:429| 500]: Train Loss:0.0011026, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:19:41,796 - yago11k_0.00003 - [INFO] - [E:429| 600]: Train Loss:0.0011026, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:19:41,797 - yago11k_0.00003 - [INFO] - [Epoch:429]: Training Loss:0.001103
2023-06-07 10:19:42,010 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 10:19:53,967 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 10:20:05,764 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 429 valid]:
MRR: Tail : 0.4102, Head : 0.23581, Avg : 0.323
MR: Tail : 688.77, Head : 1019.8, Avg : 854.3
Hit-1: Tail : 0.32453, Head : 0.19617, Avg : 0.26035
Hit-3: Tail : 0.44901, Head : 0.23048, Avg : 0.33975
Hit-10: Tail : 0.58363, Head : 0.31189, Avg : 0.44776
2023-06-07 10:20:05,764 - yago11k_0.00003 - [INFO] - [Epoch 429]: Training Loss: 0.0011026, Valid MRR: 0.32692,
2023-06-07 10:20:06,403 - yago11k_0.00003 - [INFO] - [E:430| 0]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:21:09,600 - yago11k_0.00003 - [INFO] - [E:430| 100]: Train Loss:0.0011063, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:22:12,850 - yago11k_0.00003 - [INFO] - [E:430| 200]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:23:16,083 - yago11k_0.00003 - [INFO] - [E:430| 300]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:24:19,223 - yago11k_0.00003 - [INFO] - [E:430| 400]: Train Loss:0.0011026, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:25:22,389 - yago11k_0.00003 - [INFO] - [E:430| 500]: Train Loss:0.0011027, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:26:25,172 - yago11k_0.00003 - [INFO] - [E:430| 600]: Train Loss:0.0011027, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:26:25,173 - yago11k_0.00003 - [INFO] - [Epoch:430]: Training Loss:0.001103
2023-06-07 10:26:25,388 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 10:26:37,370 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 10:26:49,187 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 430 valid]:
MRR: Tail : 0.413, Head : 0.23552, Avg : 0.32426
2023-06-07 10:26:49,187 - yago11k_0.00003 - [INFO] - [Epoch 430]: Training Loss: 0.0011027, Valid MRR: 0.32692,
2023-06-07 10:26:49,826 - yago11k_0.00003 - [INFO] - [E:431| 0]: Train Loss:0.0010921, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:27:52,981 - yago11k_0.00003 - [INFO] - [E:431| 100]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:28:56,174 - yago11k_0.00003 - [INFO] - [E:431| 200]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:29:59,290 - yago11k_0.00003 - [INFO] - [E:431| 300]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:31:02,502 - yago11k_0.00003 - [INFO] - [E:431| 400]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:32:05,663 - yago11k_0.00003 - [INFO] - [E:431| 500]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:33:08,484 - yago11k_0.00003 - [INFO] - [E:431| 600]: Train Loss:0.0011025, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:33:08,484 - yago11k_0.00003 - [INFO] - [Epoch:431]: Training Loss:0.001103
2023-06-07 10:33:08,699 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 10:33:20,673 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 10:33:32,483 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 431 valid]:
MRR: Tail : 0.41254, Head : 0.23517, Avg : 0.32386
2023-06-07 10:33:32,483 - yago11k_0.00003 - [INFO] - [Epoch 431]: Training Loss: 0.0011025, Valid MRR: 0.32692,
2023-06-07 10:33:33,122 - yago11k_0.00003 - [INFO] - [E:432| 0]: Train Loss:0.0011176, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:34:36,399 - yago11k_0.00003 - [INFO] - [E:432| 100]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:35:39,652 - yago11k_0.00003 - [INFO] - [E:432| 200]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:36:42,789 - yago11k_0.00003 - [INFO] - [E:432| 300]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:37:46,012 - yago11k_0.00003 - [INFO] - [E:432| 400]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:38:49,192 - yago11k_0.00003 - [INFO] - [E:432| 500]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:39:52,045 - yago11k_0.00003 - [INFO] - [E:432| 600]: Train Loss:0.0011027, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:39:52,045 - yago11k_0.00003 - [INFO] - [Epoch:432]: Training Loss:0.001103
2023-06-07 10:39:52,260 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 10:40:04,257 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 10:40:16,094 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 432 valid]:
MRR: Tail : 0.41138, Head : 0.23488, Avg : 0.32313
2023-06-07 10:40:16,094 - yago11k_0.00003 - [INFO] - [Epoch 432]: Training Loss: 0.0011027, Valid MRR: 0.32692,
2023-06-07 10:40:16,733 - yago11k_0.00003 - [INFO] - [E:433| 0]: Train Loss:0.0010959, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:41:19,967 - yago11k_0.00003 - [INFO] - [E:433| 100]: Train Loss:0.0011053, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:42:23,235 - yago11k_0.00003 - [INFO] - [E:433| 200]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:43:26,503 - yago11k_0.00003 - [INFO] - [E:433| 300]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:44:29,721 - yago11k_0.00003 - [INFO] - [E:433| 400]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:45:32,990 - yago11k_0.00003 - [INFO] - [E:433| 500]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:46:35,816 - yago11k_0.00003 - [INFO] - [E:433| 600]: Train Loss:0.0011025, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:46:35,816 - yago11k_0.00003 - [INFO] - [Epoch:433]: Training Loss:0.001102
2023-06-07 10:46:36,031 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 10:46:48,005 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 10:46:59,813 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 433 valid]:
MRR: Tail : 0.41077, Head : 0.23743, Avg : 0.3241
2023-06-07 10:46:59,814 - yago11k_0.00003 - [INFO] - [Epoch 433]: Training Loss: 0.0011025, Valid MRR: 0.32692,
2023-06-07 10:47:00,451 - yago11k_0.00003 - [INFO] - [E:434| 0]: Train Loss:0.0011142, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:48:03,658 - yago11k_0.00003 - [INFO] - [E:434| 100]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:49:06,891 - yago11k_0.00003 - [INFO] - [E:434| 200]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:50:10,170 - yago11k_0.00003 - [INFO] - [E:434| 300]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:51:13,355 - yago11k_0.00003 - [INFO] - [E:434| 400]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:52:16,541 - yago11k_0.00003 - [INFO] - [E:434| 500]: Train Loss:0.0011026, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:53:19,240 - yago11k_0.00003 - [INFO] - [E:434| 600]: Train Loss:0.0011026, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:53:19,240 - yago11k_0.00003 - [INFO] - [Epoch:434]: Training Loss:0.001103
2023-06-07 10:53:19,454 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 10:53:31,430 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 10:53:43,243 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 434 valid]:
MRR: Tail : 0.41143, Head : 0.23673, Avg : 0.32408
2023-06-07 10:53:43,243 - yago11k_0.00003 - [INFO] - [Epoch 434]: Training Loss: 0.0011026, Valid MRR: 0.32692,
2023-06-07 10:53:43,883 - yago11k_0.00003 - [INFO] - [E:435| 0]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:54:47,062 - yago11k_0.00003 - [INFO] - [E:435| 100]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:55:50,344 - yago11k_0.00003 - [INFO] - [E:435| 200]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:56:53,618 - yago11k_0.00003 - [INFO] - [E:435| 300]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:57:56,909 - yago11k_0.00003 - [INFO] - [E:435| 400]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003
2023-06-07 10:59:00,110 - yago11k_0.00003 - [INFO] - [E:435| 500]: Train Loss:0.0011025, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:00:02,835 - yago11k_0.00003 - [INFO] - [E:435| 600]: Train Loss:0.0011028, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:00:02,835 - yago11k_0.00003 - [INFO] - [Epoch:435]: Training Loss:0.001103
2023-06-07 11:00:03,050 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 11:00:15,025 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 11:00:26,831 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 435 valid]:
MRR: Tail : 0.41479, Head : 0.23578, Avg : 0.32528
2023-06-07 11:00:26,831 - yago11k_0.00003 - [INFO] - [Epoch 435]: Training Loss: 0.0011028, Valid MRR: 0.32692,
2023-06-07 11:00:27,476 - yago11k_0.00003 - [INFO] - [E:436| 0]: Train Loss:0.0011241, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:01:30,642 - yago11k_0.00003 - [INFO] - [E:436| 100]: Train Loss:0.0011031, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:02:33,764 - yago11k_0.00003 - [INFO] - [E:436| 200]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:03:36,931 - yago11k_0.00003 - [INFO] - [E:436| 300]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:04:40,149 - yago11k_0.00003 - [INFO] - [E:436| 400]: Train Loss:0.0011025, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:05:43,284 - yago11k_0.00003 - [INFO] - [E:436| 500]: Train Loss:0.0011026, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:06:46,114 - yago11k_0.00003 - [INFO] - [E:436| 600]: Train Loss:0.0011025, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:06:46,114 - yago11k_0.00003 - [INFO] - [Epoch:436]: Training Loss:0.001102
2023-06-07 11:06:46,329 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 11:06:58,318 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 11:07:10,122 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 436 valid]:
MRR: Tail : 0.41421, Head : 0.2345, Avg : 0.32436
2023-06-07 11:07:10,122 - yago11k_0.00003 - [INFO] - [Epoch 436]: Training Loss: 0.0011025, Valid MRR: 0.32692,
2023-06-07 11:07:10,759 - yago11k_0.00003 - [INFO] - [E:437| 0]: Train Loss:0.0011136, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:08:13,808 - yago11k_0.00003 - [INFO] - [E:437| 100]: Train Loss:0.0010995, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:09:17,652 - yago11k_0.00003 - [INFO] - [E:437| 200]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:10:29,536 - yago11k_0.00003 - [INFO] - [E:437| 300]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:11:33,303 - yago11k_0.00003 - [INFO] - [E:437| 400]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:12:51,603 - yago11k_0.00003 - [INFO] - [E:437| 500]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:14:15,011 - yago11k_0.00003 - [INFO] - [E:437| 600]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:14:15,011 - yago11k_0.00003 - [INFO] - [Epoch:437]: Training Loss:0.001102
2023-06-07 11:14:15,283 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 11:14:31,277 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 11:14:48,090 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 437 valid]:
MRR: Tail : 0.41143, Head : 0.23664, Avg : 0.32404
2023-06-07 11:14:48,090 - yago11k_0.00003 - [INFO] - [Epoch 437]: Training Loss: 0.0011024, Valid MRR: 0.32692,
2023-06-07 11:14:48,979 - yago11k_0.00003 - [INFO] - [E:438| 0]: Train Loss:0.0010884, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:16:15,327 - yago11k_0.00003 - [INFO] - [E:438| 100]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:17:40,265 - yago11k_0.00003 - [INFO] - [E:438| 200]: Train Loss:0.0011037, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:19:05,432 - yago11k_0.00003 - [INFO] - [E:438| 300]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:20:09,050 - yago11k_0.00003 - [INFO] - [E:438| 400]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:21:12,734 - yago11k_0.00003 - [INFO] - [E:438| 500]: Train Loss:0.0011025, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:22:36,835 - yago11k_0.00003 - [INFO] - [E:438| 600]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:22:36,836 - yago11k_0.00003 - [INFO] - [Epoch:438]: Training Loss:0.001102
2023-06-07 11:22:37,145 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 11:22:54,181 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 11:23:11,006 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 438 valid]:
MRR: Tail : 0.41406, Head : 0.23451, Avg : 0.32429
2023-06-07 11:23:11,007 - yago11k_0.00003 - [INFO] - [Epoch 438]: Training Loss: 0.0011022, Valid MRR: 0.32692,
2023-06-07 11:23:11,896 - yago11k_0.00003 - [INFO] - [E:439| 0]: Train Loss:0.0010931, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:24:34,956 - yago11k_0.00003 - [INFO] - [E:439| 100]: Train Loss:0.0011029, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:26:00,194 - yago11k_0.00003 - [INFO] - [E:439| 200]: Train Loss:0.001101, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:27:26,107 - yago11k_0.00003 - [INFO] - [E:439| 300]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:28:51,244 - yago11k_0.00003 - [INFO] - [E:439| 400]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:30:17,443 - yago11k_0.00003 - [INFO] - [E:439| 500]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:31:41,740 - yago11k_0.00003 - [INFO] - [E:439| 600]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:31:41,740 - yago11k_0.00003 - [INFO] - [Epoch:439]: Training Loss:0.001102
2023-06-07 11:31:42,052 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 11:31:59,078 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 11:32:15,902 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 439 valid]:
MRR: Tail : 0.41298, Head : 0.23656, Avg : 0.32477
MR: Tail : 694.52, Head : 1025.0, Avg : 859.76
Hit-1: Tail : 0.33245, Head : 0.19547, Avg : 0.26396
Hit-3: Tail : 0.44207, Head : 0.23298, Avg : 0.33752
Hit-10: Tail : 0.58294, Head : 0.31884, Avg : 0.45089
2023-06-07 11:32:15,902 - yago11k_0.00003 - [INFO] - [Epoch 439]: Training Loss: 0.0011021, Valid MRR: 0.32692,
2023-06-07 11:32:16,787 - yago11k_0.00003 - [INFO] - [E:440| 0]: Train Loss:0.0011139, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:33:41,690 - yago11k_0.00003 - [INFO] - [E:440| 100]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:35:07,700 - yago11k_0.00003 - [INFO] - [E:440| 200]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:36:32,804 - yago11k_0.00003 - [INFO] - [E:440| 300]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:37:57,657 - yago11k_0.00003 - [INFO] - [E:440| 400]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:39:23,914 - yago11k_0.00003 - [INFO] - [E:440| 500]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:40:48,171 - yago11k_0.00003 - [INFO] - [E:440| 600]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:40:48,171 - yago11k_0.00003 - [INFO] - [Epoch:440]: Training Loss:0.001102
2023-06-07 11:40:48,482 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 11:41:05,510 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 11:41:22,338 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 440 valid]:
MRR: Tail : 0.41122, Head : 0.23404, Avg : 0.32263
2023-06-07 11:41:22,338 - yago11k_0.00003 - [INFO] - [Epoch 440]: Training Loss: 0.0011019, Valid MRR: 0.32692,
2023-06-07 11:41:23,235 - yago11k_0.00003 - [INFO] - [E:441| 0]: Train Loss:0.0010761, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:42:48,098 - yago11k_0.00003 - [INFO] - [E:441| 100]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:44:14,330 - yago11k_0.00003 - [INFO] - [E:441| 200]: Train Loss:0.0011009, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:45:39,222 - yago11k_0.00003 - [INFO] - [E:441| 300]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:47:04,287 - yago11k_0.00003 - [INFO] - [E:441| 400]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:48:30,536 - yago11k_0.00003 - [INFO] - [E:441| 500]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:49:54,754 - yago11k_0.00003 - [INFO] - [E:441| 600]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:49:54,755 - yago11k_0.00003 - [INFO] - [Epoch:441]: Training Loss:0.001102
2023-06-07 11:49:55,066 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 11:50:12,119 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 11:50:28,929 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 441 valid]:
MRR: Tail : 0.41483, Head : 0.23491, Avg : 0.32487
2023-06-07 11:50:28,929 - yago11k_0.00003 - [INFO] - [Epoch 441]: Training Loss: 0.0011023, Valid MRR: 0.32692,
2023-06-07 11:50:29,815 - yago11k_0.00003 - [INFO] - [E:442| 0]: Train Loss:0.0010925, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:51:54,682 - yago11k_0.00003 - [INFO] - [E:442| 100]: Train Loss:0.001101, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:53:20,885 - yago11k_0.00003 - [INFO] - [E:442| 200]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:54:45,883 - yago11k_0.00003 - [INFO] - [E:442| 300]: Train Loss:0.001101, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:56:11,029 - yago11k_0.00003 - [INFO] - [E:442| 400]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:57:37,066 - yago11k_0.00003 - [INFO] - [E:442| 500]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:59:01,478 - yago11k_0.00003 - [INFO] - [E:442| 600]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003
2023-06-07 11:59:01,478 - yago11k_0.00003 - [INFO] - [Epoch:442]: Training Loss:0.001102
2023-06-07 11:59:01,789 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 11:59:18,805 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 11:59:35,549 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 442 valid]:
MRR: Tail : 0.41586, Head : 0.23251, Avg : 0.32419
2023-06-07 11:59:35,549 - yago11k_0.00003 - [INFO] - [Epoch 442]: Training Loss: 0.0011021, Valid MRR: 0.32692,
2023-06-07 11:59:36,417 - yago11k_0.00003 - [INFO] - [E:443| 0]: Train Loss:0.0011065, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:01:01,438 - yago11k_0.00003 - [INFO] - [E:443| 100]: Train Loss:0.001101, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:02:27,549 - yago11k_0.00003 - [INFO] - [E:443| 200]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:03:52,589 - yago11k_0.00003 - [INFO] - [E:443| 300]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:05:18,350 - yago11k_0.00003 - [INFO] - [E:443| 400]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:06:43,739 - yago11k_0.00003 - [INFO] - [E:443| 500]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:08:08,121 - yago11k_0.00003 - [INFO] - [E:443| 600]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:08:08,121 - yago11k_0.00003 - [INFO] - [Epoch:443]: Training Loss:0.001102
2023-06-07 12:08:08,432 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 12:08:25,457 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 12:08:42,266 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 443 valid]:
MRR: Tail : 0.41348, Head : 0.23546, Avg : 0.32447
2023-06-07 12:08:42,266 - yago11k_0.00003 - [INFO] - [Epoch 443]: Training Loss: 0.0011022, Valid MRR: 0.32692,
2023-06-07 12:08:43,151 - yago11k_0.00003 - [INFO] - [E:444| 0]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:10:07,965 - yago11k_0.00003 - [INFO] - [E:444| 100]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:11:34,105 - yago11k_0.00003 - [INFO] - [E:444| 200]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:12:59,148 - yago11k_0.00003 - [INFO] - [E:444| 300]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:14:25,235 - yago11k_0.00003 - [INFO] - [E:444| 400]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:15:50,314 - yago11k_0.00003 - [INFO] - [E:444| 500]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:17:14,523 - yago11k_0.00003 - [INFO] - [E:444| 600]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:17:14,523 - yago11k_0.00003 - [INFO] - [Epoch:444]: Training Loss:0.001102
2023-06-07 12:17:14,833 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 12:17:31,841 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 12:17:48,633 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 444 valid]:
MRR: Tail : 0.41291, Head : 0.23513, Avg : 0.32402
2023-06-07 12:17:48,633 - yago11k_0.00003 - [INFO] - [Epoch 444]: Training Loss: 0.0011021, Valid MRR: 0.32692,
2023-06-07 12:17:49,520 - yago11k_0.00003 - [INFO] - [E:445| 0]: Train Loss:0.0011069, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:19:14,924 - yago11k_0.00003 - [INFO] - [E:445| 100]: Train Loss:0.0011051, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:20:40,618 - yago11k_0.00003 - [INFO] - [E:445| 200]: Train Loss:0.0011038, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:22:05,533 - yago11k_0.00003 - [INFO] - [E:445| 300]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:23:31,610 - yago11k_0.00003 - [INFO] - [E:445| 400]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:24:56,574 - yago11k_0.00003 - [INFO] - [E:445| 500]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:26:20,949 - yago11k_0.00003 - [INFO] - [E:445| 600]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:26:20,949 - yago11k_0.00003 - [INFO] - [Epoch:445]: Training Loss:0.001102
2023-06-07 12:26:21,261 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 12:26:38,348 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 12:26:55,171 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 445 valid]:
MRR: Tail : 0.40956, Head : 0.23351, Avg : 0.32154
2023-06-07 12:26:55,171 - yago11k_0.00003 - [INFO] - [Epoch 445]: Training Loss: 0.0011019, Valid MRR: 0.32692,
2023-06-07 12:26:56,051 - yago11k_0.00003 - [INFO] - [E:446| 0]: Train Loss:0.0011203, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:28:21,954 - yago11k_0.00003 - [INFO] - [E:446| 100]: Train Loss:0.0011009, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:29:47,108 - yago11k_0.00003 - [INFO] - [E:446| 200]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:31:12,003 - yago11k_0.00003 - [INFO] - [E:446| 300]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:32:38,108 - yago11k_0.00003 - [INFO] - [E:446| 400]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:34:03,056 - yago11k_0.00003 - [INFO] - [E:446| 500]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:35:27,767 - yago11k_0.00003 - [INFO] - [E:446| 600]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:35:27,767 - yago11k_0.00003 - [INFO] - [Epoch:446]: Training Loss:0.001102
2023-06-07 12:35:28,040 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 12:35:44,696 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 12:36:01,457 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 446 valid]:
MRR: Tail : 0.4087, Head : 0.23486, Avg : 0.32178
2023-06-07 12:36:01,457 - yago11k_0.00003 - [INFO] - [Epoch 446]: Training Loss: 0.0011021, Valid MRR: 0.32692,
2023-06-07 12:36:02,333 - yago11k_0.00003 - [INFO] - [E:447| 0]: Train Loss:0.0011096, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:37:28,416 - yago11k_0.00003 - [INFO] - [E:447| 100]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:38:53,399 - yago11k_0.00003 - [INFO] - [E:447| 200]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:40:18,319 - yago11k_0.00003 - [INFO] - [E:447| 300]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:41:44,462 - yago11k_0.00003 - [INFO] - [E:447| 400]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:43:09,411 - yago11k_0.00003 - [INFO] - [E:447| 500]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:44:34,756 - yago11k_0.00003 - [INFO] - [E:447| 600]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:44:34,756 - yago11k_0.00003 - [INFO] - [Epoch:447]: Training Loss:0.001102
2023-06-07 12:44:35,028 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 12:44:50,759 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 12:45:07,501 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 447 valid]:
MRR: Tail : 0.41386, Head : 0.23645, Avg : 0.32515
2023-06-07 12:45:07,502 - yago11k_0.00003 - [INFO] - [Epoch 447]: Training Loss: 0.0011017, Valid MRR: 0.32692,
2023-06-07 12:45:08,365 - yago11k_0.00003 - [INFO] - [E:448| 0]: Train Loss:0.0011056, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:46:34,454 - yago11k_0.00003 - [INFO] - [E:448| 100]: Train Loss:0.0010997, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:47:59,419 - yago11k_0.00003 - [INFO] - [E:448| 200]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:49:24,125 - yago11k_0.00003 - [INFO] - [E:448| 300]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:50:50,212 - yago11k_0.00003 - [INFO] - [E:448| 400]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:52:15,153 - yago11k_0.00003 - [INFO] - [E:448| 500]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:53:40,646 - yago11k_0.00003 - [INFO] - [E:448| 600]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:53:40,646 - yago11k_0.00003 - [INFO] - [Epoch:448]: Training Loss:0.001102
2023-06-07 12:53:40,957 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 12:53:56,953 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 12:54:13,178 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 448 valid]:
MRR: Tail : 0.40981, Head : 0.23498, Avg : 0.3224
2023-06-07 12:54:13,178 - yago11k_0.00003 - [INFO] - [Epoch 448]: Training Loss: 0.0011018, Valid MRR: 0.32692,
2023-06-07 12:54:14,065 - yago11k_0.00003 - [INFO] - [E:449| 0]: Train Loss:0.0010938, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:55:40,101 - yago11k_0.00003 - [INFO] - [E:449| 100]: Train Loss:0.0011027, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:57:05,012 - yago11k_0.00003 - [INFO] - [E:449| 200]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:58:30,663 - yago11k_0.00003 - [INFO] - [E:449| 300]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003
2023-06-07 12:59:56,090 - yago11k_0.00003 - [INFO] - [E:449| 400]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:01:21,022 - yago11k_0.00003 - [INFO] - [E:449| 500]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:02:46,509 - yago11k_0.00003 - [INFO] - [E:449| 600]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:02:46,509 - yago11k_0.00003 - [INFO] - [Epoch:449]: Training Loss:0.001102
2023-06-07 13:02:46,822 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 13:03:03,734 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 13:03:19,069 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 449 valid]:
MRR: Tail : 0.41268, Head : 0.23452, Avg : 0.3236
MR: Tail : 685.7, Head : 1018.3, Avg : 851.98
Hit-1: Tail : 0.32745, Head : 0.19339, Avg : 0.26042
Hit-3: Tail : 0.44735, Head : 0.22992, Avg : 0.33864
Hit-10: Tail : 0.58363, Head : 0.30814, Avg : 0.44589
2023-06-07 13:03:19,069 - yago11k_0.00003 - [INFO] - [Epoch 449]: Training Loss: 0.0011021, Valid MRR: 0.32692,
2023-06-07 13:03:19,949 - yago11k_0.00003 - [INFO] - [E:450| 0]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:04:45,993 - yago11k_0.00003 - [INFO] - [E:450| 100]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:06:10,966 - yago11k_0.00003 - [INFO] - [E:450| 200]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:07:37,034 - yago11k_0.00003 - [INFO] - [E:450| 300]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:09:01,939 - yago11k_0.00003 - [INFO] - [E:450| 400]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:10:26,921 - yago11k_0.00003 - [INFO] - [E:450| 500]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:11:52,439 - yago11k_0.00003 - [INFO] - [E:450| 600]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:11:52,440 - yago11k_0.00003 - [INFO] - [Epoch:450]: Training Loss:0.001102
2023-06-07 13:11:52,750 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 13:12:09,767 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 13:12:25,611 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 450 valid]:
MRR: Tail : 0.409, Head : 0.23628, Avg : 0.32264
2023-06-07 13:12:25,611 - yago11k_0.00003 - [INFO] - [Epoch 450]: Training Loss: 0.0011017, Valid MRR: 0.32692,
2023-06-07 13:12:26,416 - yago11k_0.00003 - [INFO] - [E:451| 0]: Train Loss:0.0010954, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:13:52,033 - yago11k_0.00003 - [INFO] - [E:451| 100]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:15:16,768 - yago11k_0.00003 - [INFO] - [E:451| 200]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:16:42,881 - yago11k_0.00003 - [INFO] - [E:451| 300]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:18:07,589 - yago11k_0.00003 - [INFO] - [E:451| 400]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:19:32,283 - yago11k_0.00003 - [INFO] - [E:451| 500]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:20:57,809 - yago11k_0.00003 - [INFO] - [E:451| 600]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:20:57,809 - yago11k_0.00003 - [INFO] - [Epoch:451]: Training Loss:0.001102
2023-06-07 13:20:58,118 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 13:21:15,123 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 13:21:31,926 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 451 valid]:
MRR: Tail : 0.41064, Head : 0.23511, Avg : 0.32288
2023-06-07 13:21:31,926 - yago11k_0.00003 - [INFO] - [Epoch 451]: Training Loss: 0.0011017, Valid MRR: 0.32692,
2023-06-07 13:21:32,814 - yago11k_0.00003 - [INFO] - [E:452| 0]: Train Loss:0.001103, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:22:57,691 - yago11k_0.00003 - [INFO] - [E:452| 100]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:24:22,375 - yago11k_0.00003 - [INFO] - [E:452| 200]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:25:48,465 - yago11k_0.00003 - [INFO] - [E:452| 300]: Train Loss:0.0011022, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:27:13,405 - yago11k_0.00003 - [INFO] - [E:452| 400]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:28:38,976 - yago11k_0.00003 - [INFO] - [E:452| 500]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:30:03,845 - yago11k_0.00003 - [INFO] - [E:452| 600]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:30:03,846 - yago11k_0.00003 - [INFO] - [Epoch:452]: Training Loss:0.001102
2023-06-07 13:30:04,161 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 13:30:21,198 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 13:30:37,988 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 452 valid]:
MRR: Tail : 0.41278, Head : 0.23605, Avg : 0.32441
2023-06-07 13:30:37,988 - yago11k_0.00003 - [INFO] - [Epoch 452]: Training Loss: 0.0011018, Valid MRR: 0.32692,
2023-06-07 13:30:38,873 - yago11k_0.00003 - [INFO] - [E:453| 0]: Train Loss:0.001089, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:32:03,826 - yago11k_0.00003 - [INFO] - [E:453| 100]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:33:28,680 - yago11k_0.00003 - [INFO] - [E:453| 200]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:34:54,720 - yago11k_0.00003 - [INFO] - [E:453| 300]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:36:19,622 - yago11k_0.00003 - [INFO] - [E:453| 400]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:37:45,791 - yago11k_0.00003 - [INFO] - [E:453| 500]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:39:10,109 - yago11k_0.00003 - [INFO] - [E:453| 600]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:39:10,110 - yago11k_0.00003 - [INFO] - [Epoch:453]: Training Loss:0.001101
2023-06-07 13:39:10,420 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 13:39:27,432 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 13:39:44,182 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 453 valid]:
MRR: Tail : 0.41407, Head : 0.23729, Avg : 0.32568
2023-06-07 13:39:44,182 - yago11k_0.00003 - [INFO] - [Epoch 453]: Training Loss: 0.0011014, Valid MRR: 0.32692,
2023-06-07 13:39:45,048 - yago11k_0.00003 - [INFO] - [E:454| 0]: Train Loss:0.0011094, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:41:10,014 - yago11k_0.00003 - [INFO] - [E:454| 100]: Train Loss:0.0010998, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:42:35,025 - yago11k_0.00003 - [INFO] - [E:454| 200]: Train Loss:0.0011003, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:44:01,014 - yago11k_0.00003 - [INFO] - [E:454| 300]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:45:25,927 - yago11k_0.00003 - [INFO] - [E:454| 400]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:46:52,046 - yago11k_0.00003 - [INFO] - [E:454| 500]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:48:16,417 - yago11k_0.00003 - [INFO] - [E:454| 600]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:48:16,418 - yago11k_0.00003 - [INFO] - [Epoch:454]: Training Loss:0.001101
2023-06-07 13:48:16,732 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 13:48:33,771 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 13:48:50,556 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 454 valid]:
MRR: Tail : 0.41485, Head : 0.23405, Avg : 0.32445
2023-06-07 13:48:50,556 - yago11k_0.00003 - [INFO] - [Epoch 454]: Training Loss: 0.0011014, Valid MRR: 0.32692,
2023-06-07 13:48:51,443 - yago11k_0.00003 - [INFO] - [E:455| 0]: Train Loss:0.0010956, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:50:16,443 - yago11k_0.00003 - [INFO] - [E:455| 100]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:51:42,028 - yago11k_0.00003 - [INFO] - [E:455| 200]: Train Loss:0.0011028, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:53:07,458 - yago11k_0.00003 - [INFO] - [E:455| 300]: Train Loss:0.0011028, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:54:32,370 - yago11k_0.00003 - [INFO] - [E:455| 400]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:55:58,472 - yago11k_0.00003 - [INFO] - [E:455| 500]: Train Loss:0.001102, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:57:22,763 - yago11k_0.00003 - [INFO] - [E:455| 600]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:57:22,764 - yago11k_0.00003 - [INFO] - [Epoch:455]: Training Loss:0.001102
2023-06-07 13:57:23,077 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 13:57:40,126 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 13:57:56,943 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 455 valid]:
MRR: Tail : 0.41229, Head : 0.23453, Avg : 0.32341
2023-06-07 13:57:56,943 - yago11k_0.00003 - [INFO] - [Epoch 455]: Training Loss: 0.0011016, Valid MRR: 0.32692,
2023-06-07 13:57:57,831 - yago11k_0.00003 - [INFO] - [E:456| 0]: Train Loss:0.001099, Val MRR:0.32692, yago11k_0.00003
2023-06-07 13:59:22,813 - yago11k_0.00003 - [INFO] - [E:456| 100]: Train Loss:0.0010995, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:00:48,862 - yago11k_0.00003 - [INFO] - [E:456| 200]: Train Loss:0.0011009, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:02:13,853 - yago11k_0.00003 - [INFO] - [E:456| 300]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:03:38,752 - yago11k_0.00003 - [INFO] - [E:456| 400]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:05:04,829 - yago11k_0.00003 - [INFO] - [E:456| 500]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:06:28,969 - yago11k_0.00003 - [INFO] - [E:456| 600]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:06:28,969 - yago11k_0.00003 - [INFO] - [Epoch:456]: Training Loss:0.001101
2023-06-07 14:06:29,280 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 14:06:46,288 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 14:07:03,078 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 456 valid]:
MRR: Tail : 0.41165, Head : 0.23449, Avg : 0.32307
2023-06-07 14:07:03,078 - yago11k_0.00003 - [INFO] - [Epoch 456]: Training Loss: 0.0011015, Valid MRR: 0.32692,
2023-06-07 14:07:03,963 - yago11k_0.00003 - [INFO] - [E:457| 0]: Train Loss:0.0011099, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:08:28,943 - yago11k_0.00003 - [INFO] - [E:457| 100]: Train Loss:0.0011025, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:09:54,992 - yago11k_0.00003 - [INFO] - [E:457| 200]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:11:19,949 - yago11k_0.00003 - [INFO] - [E:457| 300]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:12:44,850 - yago11k_0.00003 - [INFO] - [E:457| 400]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:14:10,911 - yago11k_0.00003 - [INFO] - [E:457| 500]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:15:35,245 - yago11k_0.00003 - [INFO] - [E:457| 600]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:15:35,245 - yago11k_0.00003 - [INFO] - [Epoch:457]: Training Loss:0.001102
2023-06-07 14:15:35,556 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 14:15:52,577 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 14:16:09,428 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 457 valid]:
MRR: Tail : 0.41527, Head : 0.23486, Avg : 0.32507
2023-06-07 14:16:09,428 - yago11k_0.00003 - [INFO] - [Epoch 457]: Training Loss: 0.0011016, Valid MRR: 0.32692,
2023-06-07 14:16:10,329 - yago11k_0.00003 - [INFO] - [E:458| 0]: Train Loss:0.0011134, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:17:35,244 - yago11k_0.00003 - [INFO] - [E:458| 100]: Train Loss:0.0011041, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:19:01,288 - yago11k_0.00003 - [INFO] - [E:458| 200]: Train Loss:0.0011023, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:20:26,259 - yago11k_0.00003 - [INFO] - [E:458| 300]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:21:39,039 - yago11k_0.00003 - [INFO] - [E:458| 400]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:22:41,996 - yago11k_0.00003 - [INFO] - [E:458| 500]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:23:44,672 - yago11k_0.00003 - [INFO] - [E:458| 600]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:23:44,672 - yago11k_0.00003 - [INFO] - [Epoch:458]: Training Loss:0.001102
2023-06-07 14:23:44,887 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 14:23:56,823 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 14:24:08,576 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 458 valid]:
MRR: Tail : 0.41251, Head : 0.23507, Avg : 0.32379
2023-06-07 14:24:08,576 - yago11k_0.00003 - [INFO] - [Epoch 458]: Training Loss: 0.0011015, Valid MRR: 0.32692,
2023-06-07 14:24:09,211 - yago11k_0.00003 - [INFO] - [E:459| 0]: Train Loss:0.0010946, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:25:12,133 - yago11k_0.00003 - [INFO] - [E:459| 100]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:26:14,986 - yago11k_0.00003 - [INFO] - [E:459| 200]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:27:17,908 - yago11k_0.00003 - [INFO] - [E:459| 300]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:28:20,807 - yago11k_0.00003 - [INFO] - [E:459| 400]: Train Loss:0.001101, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:29:23,679 - yago11k_0.00003 - [INFO] - [E:459| 500]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:30:26,200 - yago11k_0.00003 - [INFO] - [E:459| 600]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:30:26,200 - yago11k_0.00003 - [INFO] - [Epoch:459]: Training Loss:0.001101
2023-06-07 14:30:26,415 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 14:30:38,358 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 14:30:50,143 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 459 valid]:
MRR: Tail : 0.41197, Head : 0.23375, Avg : 0.32286
MR: Tail : 711.5, Head : 1035.4, Avg : 873.43
Hit-1: Tail : 0.32954, Head : 0.19283, Avg : 0.26118
Hit-3: Tail : 0.44429, Head : 0.22659, Avg : 0.33544
Hit-10: Tail : 0.58488, Head : 0.3212, Avg : 0.45304
2023-06-07 14:30:50,143 - yago11k_0.00003 - [INFO] - [Epoch 459]: Training Loss: 0.0011012, Valid MRR: 0.32692,
2023-06-07 14:30:50,783 - yago11k_0.00003 - [INFO] - [E:460| 0]: Train Loss:0.0010976, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:31:53,737 - yago11k_0.00003 - [INFO] - [E:460| 100]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:32:56,743 - yago11k_0.00003 - [INFO] - [E:460| 200]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:33:59,882 - yago11k_0.00003 - [INFO] - [E:460| 300]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:35:02,865 - yago11k_0.00003 - [INFO] - [E:460| 400]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:36:05,846 - yago11k_0.00003 - [INFO] - [E:460| 500]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:37:08,445 - yago11k_0.00003 - [INFO] - [E:460| 600]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:37:08,445 - yago11k_0.00003 - [INFO] - [Epoch:460]: Training Loss:0.001102
2023-06-07 14:37:08,660 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 14:37:20,604 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 14:37:32,372 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 460 valid]:
MRR: Tail : 0.41408, Head : 0.2335, Avg : 0.32379
2023-06-07 14:37:32,372 - yago11k_0.00003 - [INFO] - [Epoch 460]: Training Loss: 0.0011016, Valid MRR: 0.32692,
2023-06-07 14:37:33,007 - yago11k_0.00003 - [INFO] - [E:461| 0]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:38:35,980 - yago11k_0.00003 - [INFO] - [E:461| 100]: Train Loss:0.0011027, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:39:38,994 - yago11k_0.00003 - [INFO] - [E:461| 200]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:40:41,985 - yago11k_0.00003 - [INFO] - [E:461| 300]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:41:44,912 - yago11k_0.00003 - [INFO] - [E:461| 400]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:42:47,876 - yago11k_0.00003 - [INFO] - [E:461| 500]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:43:50,384 - yago11k_0.00003 - [INFO] - [E:461| 600]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:43:50,384 - yago11k_0.00003 - [INFO] - [Epoch:461]: Training Loss:0.001101
2023-06-07 14:43:50,598 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 14:44:02,528 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 14:44:14,285 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 461 valid]:
MRR: Tail : 0.41349, Head : 0.23344, Avg : 0.32346
2023-06-07 14:44:14,285 - yago11k_0.00003 - [INFO] - [Epoch 461]: Training Loss: 0.0011013, Valid MRR: 0.32692,
2023-06-07 14:44:14,920 - yago11k_0.00003 - [INFO] - [E:462| 0]: Train Loss:0.0010929, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:45:17,911 - yago11k_0.00003 - [INFO] - [E:462| 100]: Train Loss:0.0011034, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:46:20,972 - yago11k_0.00003 - [INFO] - [E:462| 200]: Train Loss:0.0011011, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:47:23,965 - yago11k_0.00003 - [INFO] - [E:462| 300]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:48:26,916 - yago11k_0.00003 - [INFO] - [E:462| 400]: Train Loss:0.0011011, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:49:29,852 - yago11k_0.00003 - [INFO] - [E:462| 500]: Train Loss:0.0011009, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:50:32,362 - yago11k_0.00003 - [INFO] - [E:462| 600]: Train Loss:0.0011011, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:50:32,362 - yago11k_0.00003 - [INFO] - [Epoch:462]: Training Loss:0.001101
2023-06-07 14:50:32,576 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 14:50:44,503 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 14:50:56,265 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 462 valid]:
MRR: Tail : 0.41515, Head : 0.23391, Avg : 0.32453
2023-06-07 14:50:56,265 - yago11k_0.00003 - [INFO] - [Epoch 462]: Training Loss: 0.0011011, Valid MRR: 0.32692,
2023-06-07 14:50:56,899 - yago11k_0.00003 - [INFO] - [E:463| 0]: Train Loss:0.0011019, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:51:59,862 - yago11k_0.00003 - [INFO] - [E:463| 100]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:53:02,835 - yago11k_0.00003 - [INFO] - [E:463| 200]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:54:05,849 - yago11k_0.00003 - [INFO] - [E:463| 300]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:55:08,882 - yago11k_0.00003 - [INFO] - [E:463| 400]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:56:11,811 - yago11k_0.00003 - [INFO] - [E:463| 500]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:57:14,348 - yago11k_0.00003 - [INFO] - [E:463| 600]: Train Loss:0.001101, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:57:14,348 - yago11k_0.00003 - [INFO] - [Epoch:463]: Training Loss:0.001101
2023-06-07 14:57:14,562 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 14:57:26,528 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 14:57:38,314 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 463 valid]:
MRR: Tail : 0.41465, Head : 0.23467, Avg : 0.32466
2023-06-07 14:57:38,314 - yago11k_0.00003 - [INFO] - [Epoch 463]: Training Loss: 0.001101, Valid MRR: 0.32692,
2023-06-07 14:57:38,947 - yago11k_0.00003 - [INFO] - [E:464| 0]: Train Loss:0.0011047, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:58:41,890 - yago11k_0.00003 - [INFO] - [E:464| 100]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003
2023-06-07 14:59:44,849 - yago11k_0.00003 - [INFO] - [E:464| 200]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:00:47,853 - yago11k_0.00003 - [INFO] - [E:464| 300]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:01:50,759 - yago11k_0.00003 - [INFO] - [E:464| 400]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:02:53,684 - yago11k_0.00003 - [INFO] - [E:464| 500]: Train Loss:0.0011018, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:03:56,241 - yago11k_0.00003 - [INFO] - [E:464| 600]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:03:56,242 - yago11k_0.00003 - [INFO] - [Epoch:464]: Training Loss:0.001101
2023-06-07 15:03:56,455 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 15:04:08,369 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 15:04:20,131 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 464 valid]:
MRR: Tail : 0.40749, Head : 0.23499, Avg : 0.32124
2023-06-07 15:04:20,131 - yago11k_0.00003 - [INFO] - [Epoch 464]: Training Loss: 0.0011012, Valid MRR: 0.32692,
2023-06-07 15:04:20,765 - yago11k_0.00003 - [INFO] - [E:465| 0]: Train Loss:0.0010965, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:05:23,751 - yago11k_0.00003 - [INFO] - [E:465| 100]: Train Loss:0.0010989, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:06:26,744 - yago11k_0.00003 - [INFO] - [E:465| 200]: Train Loss:0.0010999, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:07:29,653 - yago11k_0.00003 - [INFO] - [E:465| 300]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:08:32,640 - yago11k_0.00003 - [INFO] - [E:465| 400]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:09:35,643 - yago11k_0.00003 - [INFO] - [E:465| 500]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:10:38,118 - yago11k_0.00003 - [INFO] - [E:465| 600]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:10:38,118 - yago11k_0.00003 - [INFO] - [Epoch:465]: Training Loss:0.001101
2023-06-07 15:10:38,331 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 15:10:50,237 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 15:11:01,980 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 465 valid]:
MRR: Tail : 0.41068, Head : 0.23565, Avg : 0.32317
2023-06-07 15:11:01,980 - yago11k_0.00003 - [INFO] - [Epoch 465]: Training Loss: 0.0011007, Valid MRR: 0.32692,
2023-06-07 15:11:02,616 - yago11k_0.00003 - [INFO] - [E:466| 0]: Train Loss:0.0011052, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:12:05,545 - yago11k_0.00003 - [INFO] - [E:466| 100]: Train Loss:0.0011032, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:13:08,601 - yago11k_0.00003 - [INFO] - [E:466| 200]: Train Loss:0.0011017, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:14:11,537 - yago11k_0.00003 - [INFO] - [E:466| 300]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:15:14,625 - yago11k_0.00003 - [INFO] - [E:466| 400]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:16:17,580 - yago11k_0.00003 - [INFO] - [E:466| 500]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:17:20,081 - yago11k_0.00003 - [INFO] - [E:466| 600]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:17:20,081 - yago11k_0.00003 - [INFO] - [Epoch:466]: Training Loss:0.001101
2023-06-07 15:17:20,295 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 15:17:32,196 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 15:17:43,943 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 466 valid]:
MRR: Tail : 0.41463, Head : 0.23547, Avg : 0.32505
2023-06-07 15:17:43,943 - yago11k_0.00003 - [INFO] - [Epoch 466]: Training Loss: 0.0011013, Valid MRR: 0.32692,
2023-06-07 15:17:44,593 - yago11k_0.00003 - [INFO] - [E:467| 0]: Train Loss:0.0011176, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:18:47,579 - yago11k_0.00003 - [INFO] - [E:467| 100]: Train Loss:0.0011021, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:19:50,508 - yago11k_0.00003 - [INFO] - [E:467| 200]: Train Loss:0.0011014, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:20:53,474 - yago11k_0.00003 - [INFO] - [E:467| 300]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:21:56,453 - yago11k_0.00003 - [INFO] - [E:467| 400]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:22:59,437 - yago11k_0.00003 - [INFO] - [E:467| 500]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:24:02,030 - yago11k_0.00003 - [INFO] - [E:467| 600]: Train Loss:0.0011011, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:24:02,031 - yago11k_0.00003 - [INFO] - [Epoch:467]: Training Loss:0.001101
2023-06-07 15:24:02,245 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 15:24:14,152 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 15:24:25,893 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 467 valid]:
MRR: Tail : 0.41237, Head : 0.23573, Avg : 0.32405
2023-06-07 15:24:25,893 - yago11k_0.00003 - [INFO] - [Epoch 467]: Training Loss: 0.0011011, Valid MRR: 0.32692,
2023-06-07 15:24:26,529 - yago11k_0.00003 - [INFO] - [E:468| 0]: Train Loss:0.0011035, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:25:29,485 - yago11k_0.00003 - [INFO] - [E:468| 100]: Train Loss:0.0010997, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:26:32,397 - yago11k_0.00003 - [INFO] - [E:468| 200]: Train Loss:0.0011013, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:27:35,466 - yago11k_0.00003 - [INFO] - [E:468| 300]: Train Loss:0.001101, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:28:38,455 - yago11k_0.00003 - [INFO] - [E:468| 400]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:29:41,467 - yago11k_0.00003 - [INFO] - [E:468| 500]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:30:43,998 - yago11k_0.00003 - [INFO] - [E:468| 600]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:30:43,999 - yago11k_0.00003 - [INFO] - [Epoch:468]: Training Loss:0.001101
2023-06-07 15:30:44,212 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 15:30:56,120 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 15:31:07,869 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 468 valid]:
MRR: Tail : 0.41451, Head : 0.23572, Avg : 0.32512
2023-06-07 15:31:07,870 - yago11k_0.00003 - [INFO] - [Epoch 468]: Training Loss: 0.0011008, Valid MRR: 0.32692,
2023-06-07 15:31:08,505 - yago11k_0.00003 - [INFO] - [E:469| 0]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:32:11,443 - yago11k_0.00003 - [INFO] - [E:469| 100]: Train Loss:0.0011036, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:33:14,424 - yago11k_0.00003 - [INFO] - [E:469| 200]: Train Loss:0.0011028, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:34:17,367 - yago11k_0.00003 - [INFO] - [E:469| 300]: Train Loss:0.0011016, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:35:20,347 - yago11k_0.00003 - [INFO] - [E:469| 400]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:36:23,375 - yago11k_0.00003 - [INFO] - [E:469| 500]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:37:25,958 - yago11k_0.00003 - [INFO] - [E:469| 600]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:37:25,959 - yago11k_0.00003 - [INFO] - [Epoch:469]: Training Loss:0.001101
2023-06-07 15:37:26,172 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 15:37:38,098 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 15:37:49,861 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 469 valid]:
MRR: Tail : 0.4153, Head : 0.23592, Avg : 0.32561
MR: Tail : 697.88, Head : 1016.7, Avg : 857.3
Hit-1: Tail : 0.33231, Head : 0.19408, Avg : 0.2632
Hit-3: Tail : 0.44693, Head : 0.23395, Avg : 0.34044
Hit-10: Tail : 0.58739, Head : 0.31356, Avg : 0.45047
2023-06-07 15:37:49,861 - yago11k_0.00003 - [INFO] - [Epoch 469]: Training Loss: 0.0011005, Valid MRR: 0.32692,
2023-06-07 15:37:50,498 - yago11k_0.00003 - [INFO] - [E:470| 0]: Train Loss:0.0010939, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:38:53,517 - yago11k_0.00003 - [INFO] - [E:470| 100]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:39:56,511 - yago11k_0.00003 - [INFO] - [E:470| 200]: Train Loss:0.0010999, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:40:59,510 - yago11k_0.00003 - [INFO] - [E:470| 300]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:42:02,484 - yago11k_0.00003 - [INFO] - [E:470| 400]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:43:05,407 - yago11k_0.00003 - [INFO] - [E:470| 500]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:44:07,892 - yago11k_0.00003 - [INFO] - [E:470| 600]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:44:07,893 - yago11k_0.00003 - [INFO] - [Epoch:470]: Training Loss:0.001101
2023-06-07 15:44:08,106 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 15:44:20,046 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 15:44:31,826 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 470 valid]:
MRR: Tail : 0.41272, Head : 0.23833, Avg : 0.32553
2023-06-07 15:44:31,826 - yago11k_0.00003 - [INFO] - [Epoch 470]: Training Loss: 0.0011008, Valid MRR: 0.32692,
2023-06-07 15:44:32,460 - yago11k_0.00003 - [INFO] - [E:471| 0]: Train Loss:0.0011232, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:45:35,382 - yago11k_0.00003 - [INFO] - [E:471| 100]: Train Loss:0.0010981, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:46:38,301 - yago11k_0.00003 - [INFO] - [E:471| 200]: Train Loss:0.0010988, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:47:41,251 - yago11k_0.00003 - [INFO] - [E:471| 300]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:48:44,251 - yago11k_0.00003 - [INFO] - [E:471| 400]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:49:47,266 - yago11k_0.00003 - [INFO] - [E:471| 500]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:50:49,833 - yago11k_0.00003 - [INFO] - [E:471| 600]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:50:49,834 - yago11k_0.00003 - [INFO] - [Epoch:471]: Training Loss:0.001101
2023-06-07 15:50:50,047 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 15:51:01,955 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 15:51:13,709 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 471 valid]:
MRR: Tail : 0.4109, Head : 0.23949, Avg : 0.3252
2023-06-07 15:51:13,709 - yago11k_0.00003 - [INFO] - [Epoch 471]: Training Loss: 0.0011008, Valid MRR: 0.32692,
2023-06-07 15:51:14,345 - yago11k_0.00003 - [INFO] - [E:472| 0]: Train Loss:0.0010942, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:52:17,327 - yago11k_0.00003 - [INFO] - [E:472| 100]: Train Loss:0.0011001, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:53:20,376 - yago11k_0.00003 - [INFO] - [E:472| 200]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:54:23,254 - yago11k_0.00003 - [INFO] - [E:472| 300]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:55:26,142 - yago11k_0.00003 - [INFO] - [E:472| 400]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:56:29,125 - yago11k_0.00003 - [INFO] - [E:472| 500]: Train Loss:0.0011009, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:57:31,697 - yago11k_0.00003 - [INFO] - [E:472| 600]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:57:31,698 - yago11k_0.00003 - [INFO] - [Epoch:472]: Training Loss:0.001101
2023-06-07 15:57:31,911 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 15:57:43,835 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 15:57:55,598 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 472 valid]:
MRR: Tail : 0.41157, Head : 0.23878, Avg : 0.32518
2023-06-07 15:57:55,598 - yago11k_0.00003 - [INFO] - [Epoch 472]: Training Loss: 0.0011006, Valid MRR: 0.32692,
2023-06-07 15:57:56,233 - yago11k_0.00003 - [INFO] - [E:473| 0]: Train Loss:0.0011285, Val MRR:0.32692, yago11k_0.00003
2023-06-07 15:58:59,256 - yago11k_0.00003 - [INFO] - [E:473| 100]: Train Loss:0.0010998, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:00:02,239 - yago11k_0.00003 - [INFO] - [E:473| 200]: Train Loss:0.0010999, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:01:05,158 - yago11k_0.00003 - [INFO] - [E:473| 300]: Train Loss:0.0011003, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:02:08,107 - yago11k_0.00003 - [INFO] - [E:473| 400]: Train Loss:0.001101, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:03:11,096 - yago11k_0.00003 - [INFO] - [E:473| 500]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:04:13,690 - yago11k_0.00003 - [INFO] - [E:473| 600]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:04:13,691 - yago11k_0.00003 - [INFO] - [Epoch:473]: Training Loss:0.001101
2023-06-07 16:04:13,905 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 16:04:25,827 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 16:04:37,628 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 473 valid]:
MRR: Tail : 0.41091, Head : 0.23599, Avg : 0.32345
2023-06-07 16:04:38,331 - yago11k_0.00003 - [INFO] - [Epoch 473]: Training Loss: 0.0011008, Valid MRR: 0.32692,
2023-06-07 16:04:38,974 - yago11k_0.00003 - [INFO] - [E:474| 0]: Train Loss:0.0011024, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:05:41,999 - yago11k_0.00003 - [INFO] - [E:474| 100]: Train Loss:0.0011015, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:06:44,972 - yago11k_0.00003 - [INFO] - [E:474| 200]: Train Loss:0.0011, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:07:47,946 - yago11k_0.00003 - [INFO] - [E:474| 300]: Train Loss:0.0011011, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:08:50,934 - yago11k_0.00003 - [INFO] - [E:474| 400]: Train Loss:0.0011009, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:09:53,907 - yago11k_0.00003 - [INFO] - [E:474| 500]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:10:56,477 - yago11k_0.00003 - [INFO] - [E:474| 600]: Train Loss:0.0011008, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:10:56,477 - yago11k_0.00003 - [INFO] - [Epoch:474]: Training Loss:0.001101
2023-06-07 16:10:56,696 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 16:11:08,654 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 16:11:20,403 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 474 valid]:
MRR: Tail : 0.41012, Head : 0.23713, Avg : 0.32363
2023-06-07 16:11:20,403 - yago11k_0.00003 - [INFO] - [Epoch 474]: Training Loss: 0.0011008, Valid MRR: 0.32692,
2023-06-07 16:11:21,037 - yago11k_0.00003 - [INFO] - [E:475| 0]: Train Loss:0.0010982, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:12:23,945 - yago11k_0.00003 - [INFO] - [E:475| 100]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:13:26,868 - yago11k_0.00003 - [INFO] - [E:475| 200]: Train Loss:0.0011012, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:14:29,862 - yago11k_0.00003 - [INFO] - [E:475| 300]: Train Loss:0.001101, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:15:32,796 - yago11k_0.00003 - [INFO] - [E:475| 400]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:16:36,082 - yago11k_0.00003 - [INFO] - [E:475| 500]: Train Loss:0.0011003, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:17:38,980 - yago11k_0.00003 - [INFO] - [E:475| 600]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:17:38,981 - yago11k_0.00003 - [INFO] - [Epoch:475]: Training Loss:0.001101
2023-06-07 16:17:39,194 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 16:17:51,094 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 16:18:02,852 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 475 valid]:
MRR: Tail : 0.41243, Head : 0.23467, Avg : 0.32355
2023-06-07 16:18:02,852 - yago11k_0.00003 - [INFO] - [Epoch 475]: Training Loss: 0.0011006, Valid MRR: 0.32692,
2023-06-07 16:18:03,494 - yago11k_0.00003 - [INFO] - [E:476| 0]: Train Loss:0.0011293, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:19:06,880 - yago11k_0.00003 - [INFO] - [E:476| 100]: Train Loss:0.0010991, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:20:10,041 - yago11k_0.00003 - [INFO] - [E:476| 200]: Train Loss:0.0011001, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:21:14,725 - yago11k_0.00003 - [INFO] - [E:476| 300]: Train Loss:0.0011, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:22:40,188 - yago11k_0.00003 - [INFO] - [E:476| 400]: Train Loss:0.0011003, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:23:44,469 - yago11k_0.00003 - [INFO] - [E:476| 500]: Train Loss:0.0011001, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:25:09,801 - yago11k_0.00003 - [INFO] - [E:476| 600]: Train Loss:0.0011003, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:25:09,801 - yago11k_0.00003 - [INFO] - [Epoch:476]: Training Loss:0.0011
2023-06-07 16:25:10,111 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 16:25:27,187 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 16:25:43,984 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 476 valid]:
MRR: Tail : 0.41441, Head : 0.2345, Avg : 0.32445
2023-06-07 16:25:43,984 - yago11k_0.00003 - [INFO] - [Epoch 476]: Training Loss: 0.0011003, Valid MRR: 0.32692,
2023-06-07 16:25:44,875 - yago11k_0.00003 - [INFO] - [E:477| 0]: Train Loss:0.001124, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:26:48,651 - yago11k_0.00003 - [INFO] - [E:477| 100]: Train Loss:0.0010984, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:27:51,547 - yago11k_0.00003 - [INFO] - [E:477| 200]: Train Loss:0.0011, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:28:54,680 - yago11k_0.00003 - [INFO] - [E:477| 300]: Train Loss:0.0011, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:29:58,203 - yago11k_0.00003 - [INFO] - [E:477| 400]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:31:01,258 - yago11k_0.00003 - [INFO] - [E:477| 500]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:32:03,826 - yago11k_0.00003 - [INFO] - [E:477| 600]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:32:03,826 - yago11k_0.00003 - [INFO] - [Epoch:477]: Training Loss:0.001101
2023-06-07 16:32:04,040 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 16:32:15,953 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 16:32:27,698 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 477 valid]:
MRR: Tail : 0.41536, Head : 0.23529, Avg : 0.32532
2023-06-07 16:32:27,698 - yago11k_0.00003 - [INFO] - [Epoch 477]: Training Loss: 0.0011007, Valid MRR: 0.32692,
2023-06-07 16:32:28,338 - yago11k_0.00003 - [INFO] - [E:478| 0]: Train Loss:0.0010927, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:33:31,281 - yago11k_0.00003 - [INFO] - [E:478| 100]: Train Loss:0.0010992, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:34:34,293 - yago11k_0.00003 - [INFO] - [E:478| 200]: Train Loss:0.0010987, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:35:37,290 - yago11k_0.00003 - [INFO] - [E:478| 300]: Train Loss:0.0010997, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:36:40,260 - yago11k_0.00003 - [INFO] - [E:478| 400]: Train Loss:0.0011, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:37:43,278 - yago11k_0.00003 - [INFO] - [E:478| 500]: Train Loss:0.0010999, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:38:45,837 - yago11k_0.00003 - [INFO] - [E:478| 600]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:38:45,837 - yago11k_0.00003 - [INFO] - [Epoch:478]: Training Loss:0.0011
2023-06-07 16:38:46,051 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 16:38:57,971 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 16:39:09,737 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 478 valid]:
MRR: Tail : 0.41691, Head : 0.23625, Avg : 0.32658
2023-06-07 16:39:09,737 - yago11k_0.00003 - [INFO] - [Epoch 478]: Training Loss: 0.0011005, Valid MRR: 0.32692,
2023-06-07 16:39:10,374 - yago11k_0.00003 - [INFO] - [E:479| 0]: Train Loss:0.001077, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:40:13,302 - yago11k_0.00003 - [INFO] - [E:479| 100]: Train Loss:0.0010973, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:41:16,245 - yago11k_0.00003 - [INFO] - [E:479| 200]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:42:19,149 - yago11k_0.00003 - [INFO] - [E:479| 300]: Train Loss:0.0011003, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:43:22,110 - yago11k_0.00003 - [INFO] - [E:479| 400]: Train Loss:0.0011003, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:44:24,997 - yago11k_0.00003 - [INFO] - [E:479| 500]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:45:27,485 - yago11k_0.00003 - [INFO] - [E:479| 600]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:45:27,485 - yago11k_0.00003 - [INFO] - [Epoch:479]: Training Loss:0.0011
2023-06-07 16:45:27,698 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 16:45:39,605 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 16:45:51,346 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 479 valid]:
MRR: Tail : 0.4149, Head : 0.23606, Avg : 0.32548
MR: Tail : 713.58, Head : 1009.9, Avg : 861.75
Hit-1: Tail : 0.32842, Head : 0.19366, Avg : 0.26104
Hit-3: Tail : 0.45318, Head : 0.2327, Avg : 0.34294
Hit-10: Tail : 0.58669, Head : 0.3187, Avg : 0.4527
2023-06-07 16:45:51,346 - yago11k_0.00003 - [INFO] - [Epoch 479]: Training Loss: 0.0011004, Valid MRR: 0.32692,
2023-06-07 16:45:51,979 - yago11k_0.00003 - [INFO] - [E:480| 0]: Train Loss:0.0010833, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:46:55,028 - yago11k_0.00003 - [INFO] - [E:480| 100]: Train Loss:0.0010978, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:47:58,032 - yago11k_0.00003 - [INFO] - [E:480| 200]: Train Loss:0.0010997, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:49:01,033 - yago11k_0.00003 - [INFO] - [E:480| 300]: Train Loss:0.0011001, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:50:04,061 - yago11k_0.00003 - [INFO] - [E:480| 400]: Train Loss:0.0011001, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:51:06,974 - yago11k_0.00003 - [INFO] - [E:480| 500]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:52:09,541 - yago11k_0.00003 - [INFO] - [E:480| 600]: Train Loss:0.0011006, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:52:09,541 - yago11k_0.00003 - [INFO] - [Epoch:480]: Training Loss:0.001101
2023-06-07 16:52:09,756 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 16:52:21,712 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 16:52:33,488 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 480 valid]:
MRR: Tail : 0.41322, Head : 0.23481, Avg : 0.32401
2023-06-07 16:52:33,489 - yago11k_0.00003 - [INFO] - [Epoch 480]: Training Loss: 0.0011006, Valid MRR: 0.32692,
2023-06-07 16:52:34,125 - yago11k_0.00003 - [INFO] - [E:481| 0]: Train Loss:0.0011033, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:53:37,152 - yago11k_0.00003 - [INFO] - [E:481| 100]: Train Loss:0.0011, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:54:40,132 - yago11k_0.00003 - [INFO] - [E:481| 200]: Train Loss:0.0010993, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:55:43,121 - yago11k_0.00003 - [INFO] - [E:481| 300]: Train Loss:0.0011002, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:56:46,653 - yago11k_0.00003 - [INFO] - [E:481| 400]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:57:58,559 - yago11k_0.00003 - [INFO] - [E:481| 500]: Train Loss:0.0011007, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:59:24,031 - yago11k_0.00003 - [INFO] - [E:481| 600]: Train Loss:0.0011005, Val MRR:0.32692, yago11k_0.00003
2023-06-07 16:59:24,032 - yago11k_0.00003 - [INFO] - [Epoch:481]: Training Loss:0.0011
2023-06-07 16:59:24,342 - yago11k_0.00003 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.00003
2023-06-07 16:59:39,180 - yago11k_0.00003 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.00003
2023-06-07 16:59:54,235 - yago11k_0.00003 - [INFO] - [Evaluating Epoch 481 valid]:
MRR: Tail : 0.40954, Head : 0.2341, Avg : 0.32182
2023-06-07 16:59:54,236 - yago11k_0.00003 - [INFO] - [Epoch 481]: Training Loss: 0.0011005, Valid MRR: 0.32692,
2023-06-07 16:59:55,127 - yago11k_0.00003 - [INFO] - [E:482| 0]: Train Loss:0.0010891, Val MRR:0.32692, yago11k_0.00003
2023-06-07 17:01:21,292 - yago11k_0.00003 - [INFO] - [E:482| 100]: Train Loss:0.0010999, Val MRR:0.32692, yago11k_0.00003
2023-06-07 17:02:45,986 - yago11k_0.00003 - [INFO] - [E:482| 200]: Train Loss:0.0011002, Val MRR:0.32692, yago11k_0.00003
2023-06-07 17:04:12,094 - yago11k_0.00003 - [INFO] - [E:482| 300]: Train Loss:0.0011002, Val MRR:0.32692, yago11k_0.00003
2023-06-07 17:05:36,777 - yago11k_0.00003 - [INFO] - [E:482| 400]: Train Loss:0.0011004, Val MRR:0.32692, yago11k_0.00003
Reference in New Issue Copy Permalink