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Thesis/log/yago11k_0.001

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update viz util
2023-06-24 04:11:17 +00:00
2023-06-18 07:58:13,485 - yago11k_0.001 - [INFO] - {'dataset': 'yago11k', 'name': 'yago11k_0.001', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False}
2023-06-18 07:58:23,919 - yago11k_0.001 - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k_0.001
2023-06-18 07:59:28,141 - yago11k_0.001 - [INFO] - [E:0| 100]: Train Loss:0.053713, Val MRR:0.0, yago11k_0.001
2023-06-18 08:00:32,289 - yago11k_0.001 - [INFO] - [E:0| 200]: Train Loss:0.028861, Val MRR:0.0, yago11k_0.001
2023-06-18 08:01:36,601 - yago11k_0.001 - [INFO] - [E:0| 300]: Train Loss:0.020202, Val MRR:0.0, yago11k_0.001
2023-06-18 08:02:40,888 - yago11k_0.001 - [INFO] - [E:0| 400]: Train Loss:0.015778, Val MRR:0.0, yago11k_0.001
2023-06-18 08:03:45,187 - yago11k_0.001 - [INFO] - [E:0| 500]: Train Loss:0.013086, Val MRR:0.0, yago11k_0.001
2023-06-18 08:04:49,194 - yago11k_0.001 - [INFO] - [E:0| 600]: Train Loss:0.011286, Val MRR:0.0, yago11k_0.001
2023-06-18 08:04:49,195 - yago11k_0.001 - [INFO] - [Epoch:0]: Training Loss:0.01129
2023-06-18 08:04:49,416 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 08:05:01,782 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 08:05:13,948 - yago11k_0.001 - [INFO] - [Evaluating Epoch 0 valid]:
MRR: Tail : 0.07255, Head : 0.00078, Avg : 0.03667
2023-06-18 08:05:15,772 - yago11k_0.001 - [INFO] - [Epoch 0]: Training Loss: 0.011286, Valid MRR: 0.03667,
2023-06-18 08:05:16,451 - yago11k_0.001 - [INFO] - [E:1| 0]: Train Loss:0.0020751, Val MRR:0.03667, yago11k_0.001
2023-06-18 08:06:20,607 - yago11k_0.001 - [INFO] - [E:1| 100]: Train Loss:0.0022028, Val MRR:0.03667, yago11k_0.001
2023-06-18 08:07:24,874 - yago11k_0.001 - [INFO] - [E:1| 200]: Train Loss:0.002189, Val MRR:0.03667, yago11k_0.001
2023-06-18 08:08:29,165 - yago11k_0.001 - [INFO] - [E:1| 300]: Train Loss:0.0021819, Val MRR:0.03667, yago11k_0.001
2023-06-18 08:09:33,572 - yago11k_0.001 - [INFO] - [E:1| 400]: Train Loss:0.0021768, Val MRR:0.03667, yago11k_0.001
2023-06-18 08:10:37,992 - yago11k_0.001 - [INFO] - [E:1| 500]: Train Loss:0.0021714, Val MRR:0.03667, yago11k_0.001
2023-06-18 08:11:41,804 - yago11k_0.001 - [INFO] - [E:1| 600]: Train Loss:0.0021706, Val MRR:0.03667, yago11k_0.001
2023-06-18 08:11:41,804 - yago11k_0.001 - [INFO] - [Epoch:1]: Training Loss:0.002171
2023-06-18 08:11:42,027 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 08:11:54,293 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 08:12:06,445 - yago11k_0.001 - [INFO] - [Evaluating Epoch 1 valid]:
MRR: Tail : 0.07071, Head : 0.00134, Avg : 0.03602
2023-06-18 08:12:06,445 - yago11k_0.001 - [INFO] - [Epoch 1]: Training Loss: 0.0021706, Valid MRR: 0.03667,
2023-06-18 08:12:07,106 - yago11k_0.001 - [INFO] - [E:2| 0]: Train Loss:0.0022381, Val MRR:0.03667, yago11k_0.001
2023-06-18 08:13:11,347 - yago11k_0.001 - [INFO] - [E:2| 100]: Train Loss:0.0021337, Val MRR:0.03667, yago11k_0.001
2023-06-18 08:14:15,527 - yago11k_0.001 - [INFO] - [E:2| 200]: Train Loss:0.0021456, Val MRR:0.03667, yago11k_0.001
2023-06-18 08:15:19,786 - yago11k_0.001 - [INFO] - [E:2| 300]: Train Loss:0.0021526, Val MRR:0.03667, yago11k_0.001
2023-06-18 08:16:24,157 - yago11k_0.001 - [INFO] - [E:2| 400]: Train Loss:0.0021472, Val MRR:0.03667, yago11k_0.001
2023-06-18 08:17:28,404 - yago11k_0.001 - [INFO] - [E:2| 500]: Train Loss:0.0021453, Val MRR:0.03667, yago11k_0.001
2023-06-18 08:18:32,385 - yago11k_0.001 - [INFO] - [E:2| 600]: Train Loss:0.0021415, Val MRR:0.03667, yago11k_0.001
2023-06-18 08:18:32,386 - yago11k_0.001 - [INFO] - [Epoch:2]: Training Loss:0.002141
2023-06-18 08:18:32,607 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 08:18:44,893 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 08:18:57,083 - yago11k_0.001 - [INFO] - [Evaluating Epoch 2 valid]:
MRR: Tail : 0.10444, Head : 0.00252, Avg : 0.05348
2023-06-18 08:18:58,761 - yago11k_0.001 - [INFO] - [Epoch 2]: Training Loss: 0.0021415, Valid MRR: 0.05348,
2023-06-18 08:18:59,422 - yago11k_0.001 - [INFO] - [E:3| 0]: Train Loss:0.0021514, Val MRR:0.05348, yago11k_0.001
2023-06-18 08:20:03,869 - yago11k_0.001 - [INFO] - [E:3| 100]: Train Loss:0.0021169, Val MRR:0.05348, yago11k_0.001
2023-06-18 08:21:08,089 - yago11k_0.001 - [INFO] - [E:3| 200]: Train Loss:0.0021189, Val MRR:0.05348, yago11k_0.001
2023-06-18 08:22:12,355 - yago11k_0.001 - [INFO] - [E:3| 300]: Train Loss:0.0021174, Val MRR:0.05348, yago11k_0.001
2023-06-18 08:23:16,758 - yago11k_0.001 - [INFO] - [E:3| 400]: Train Loss:0.0021108, Val MRR:0.05348, yago11k_0.001
2023-06-18 08:24:20,945 - yago11k_0.001 - [INFO] - [E:3| 500]: Train Loss:0.0021048, Val MRR:0.05348, yago11k_0.001
2023-06-18 08:25:24,883 - yago11k_0.001 - [INFO] - [E:3| 600]: Train Loss:0.0021024, Val MRR:0.05348, yago11k_0.001
2023-06-18 08:25:24,883 - yago11k_0.001 - [INFO] - [Epoch:3]: Training Loss:0.002102
2023-06-18 08:25:25,101 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 08:25:37,378 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 08:25:49,591 - yago11k_0.001 - [INFO] - [Evaluating Epoch 3 valid]:
MRR: Tail : 0.09289, Head : 0.00291, Avg : 0.0479
2023-06-18 08:25:49,592 - yago11k_0.001 - [INFO] - [Epoch 3]: Training Loss: 0.0021024, Valid MRR: 0.05348,
2023-06-18 08:25:50,248 - yago11k_0.001 - [INFO] - [E:4| 0]: Train Loss:0.0020766, Val MRR:0.05348, yago11k_0.001
2023-06-18 08:26:54,464 - yago11k_0.001 - [INFO] - [E:4| 100]: Train Loss:0.0020762, Val MRR:0.05348, yago11k_0.001
2023-06-18 08:27:58,739 - yago11k_0.001 - [INFO] - [E:4| 200]: Train Loss:0.0020609, Val MRR:0.05348, yago11k_0.001
2023-06-18 08:29:03,051 - yago11k_0.001 - [INFO] - [E:4| 300]: Train Loss:0.0020597, Val MRR:0.05348, yago11k_0.001
2023-06-18 08:30:07,435 - yago11k_0.001 - [INFO] - [E:4| 400]: Train Loss:0.00206, Val MRR:0.05348, yago11k_0.001
2023-06-18 08:31:11,847 - yago11k_0.001 - [INFO] - [E:4| 500]: Train Loss:0.0020603, Val MRR:0.05348, yago11k_0.001
2023-06-18 08:32:15,765 - yago11k_0.001 - [INFO] - [E:4| 600]: Train Loss:0.0020628, Val MRR:0.05348, yago11k_0.001
2023-06-18 08:32:15,766 - yago11k_0.001 - [INFO] - [Epoch:4]: Training Loss:0.002063
2023-06-18 08:32:15,987 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 08:32:28,105 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 08:32:40,293 - yago11k_0.001 - [INFO] - [Evaluating Epoch 4 valid]:
MRR: Tail : 0.10691, Head : 0.0048, Avg : 0.05585
2023-06-18 08:32:41,698 - yago11k_0.001 - [INFO] - [Epoch 4]: Training Loss: 0.0020628, Valid MRR: 0.05585,
2023-06-18 08:32:42,341 - yago11k_0.001 - [INFO] - [E:5| 0]: Train Loss:0.0019675, Val MRR:0.05585, yago11k_0.001
2023-06-18 08:33:46,533 - yago11k_0.001 - [INFO] - [E:5| 100]: Train Loss:0.0020511, Val MRR:0.05585, yago11k_0.001
2023-06-18 08:34:50,804 - yago11k_0.001 - [INFO] - [E:5| 200]: Train Loss:0.0020459, Val MRR:0.05585, yago11k_0.001
2023-06-18 08:35:55,146 - yago11k_0.001 - [INFO] - [E:5| 300]: Train Loss:0.0020449, Val MRR:0.05585, yago11k_0.001
2023-06-18 08:36:59,439 - yago11k_0.001 - [INFO] - [E:5| 400]: Train Loss:0.0020426, Val MRR:0.05585, yago11k_0.001
2023-06-18 08:38:03,850 - yago11k_0.001 - [INFO] - [E:5| 500]: Train Loss:0.0020379, Val MRR:0.05585, yago11k_0.001
2023-06-18 08:39:07,608 - yago11k_0.001 - [INFO] - [E:5| 600]: Train Loss:0.0020344, Val MRR:0.05585, yago11k_0.001
2023-06-18 08:39:07,609 - yago11k_0.001 - [INFO] - [Epoch:5]: Training Loss:0.002034
2023-06-18 08:39:07,829 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 08:39:20,116 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 08:39:32,299 - yago11k_0.001 - [INFO] - [Evaluating Epoch 5 valid]:
MRR: Tail : 0.12092, Head : 0.00797, Avg : 0.06445
2023-06-18 08:39:33,987 - yago11k_0.001 - [INFO] - [Epoch 5]: Training Loss: 0.0020344, Valid MRR: 0.06445,
2023-06-18 08:39:34,636 - yago11k_0.001 - [INFO] - [E:6| 0]: Train Loss:0.002118, Val MRR:0.06445, yago11k_0.001
2023-06-18 08:40:39,091 - yago11k_0.001 - [INFO] - [E:6| 100]: Train Loss:0.002003, Val MRR:0.06445, yago11k_0.001
2023-06-18 08:41:43,361 - yago11k_0.001 - [INFO] - [E:6| 200]: Train Loss:0.0020011, Val MRR:0.06445, yago11k_0.001
2023-06-18 08:42:47,771 - yago11k_0.001 - [INFO] - [E:6| 300]: Train Loss:0.0020029, Val MRR:0.06445, yago11k_0.001
2023-06-18 08:43:52,013 - yago11k_0.001 - [INFO] - [E:6| 400]: Train Loss:0.0020045, Val MRR:0.06445, yago11k_0.001
2023-06-18 08:44:56,139 - yago11k_0.001 - [INFO] - [E:6| 500]: Train Loss:0.0020061, Val MRR:0.06445, yago11k_0.001
2023-06-18 08:46:00,182 - yago11k_0.001 - [INFO] - [E:6| 600]: Train Loss:0.0020072, Val MRR:0.06445, yago11k_0.001
2023-06-18 08:46:00,183 - yago11k_0.001 - [INFO] - [Epoch:6]: Training Loss:0.002007
2023-06-18 08:46:00,403 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 08:46:12,655 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 08:46:24,824 - yago11k_0.001 - [INFO] - [Evaluating Epoch 6 valid]:
MRR: Tail : 0.14891, Head : 0.0074, Avg : 0.07816
2023-06-18 08:46:26,512 - yago11k_0.001 - [INFO] - [Epoch 6]: Training Loss: 0.0020072, Valid MRR: 0.07816,
2023-06-18 08:46:27,163 - yago11k_0.001 - [INFO] - [E:7| 0]: Train Loss:0.0019415, Val MRR:0.07816, yago11k_0.001
2023-06-18 08:47:31,387 - yago11k_0.001 - [INFO] - [E:7| 100]: Train Loss:0.001976, Val MRR:0.07816, yago11k_0.001
2023-06-18 08:48:35,627 - yago11k_0.001 - [INFO] - [E:7| 200]: Train Loss:0.0019761, Val MRR:0.07816, yago11k_0.001
2023-06-18 08:49:39,856 - yago11k_0.001 - [INFO] - [E:7| 300]: Train Loss:0.0019813, Val MRR:0.07816, yago11k_0.001
2023-06-18 08:50:44,094 - yago11k_0.001 - [INFO] - [E:7| 400]: Train Loss:0.0019831, Val MRR:0.07816, yago11k_0.001
2023-06-18 08:51:48,384 - yago11k_0.001 - [INFO] - [E:7| 500]: Train Loss:0.0019816, Val MRR:0.07816, yago11k_0.001
2023-06-18 08:52:52,204 - yago11k_0.001 - [INFO] - [E:7| 600]: Train Loss:0.0019771, Val MRR:0.07816, yago11k_0.001
2023-06-18 08:52:52,205 - yago11k_0.001 - [INFO] - [Epoch:7]: Training Loss:0.001977
2023-06-18 08:52:52,426 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 08:53:04,725 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 08:53:16,909 - yago11k_0.001 - [INFO] - [Evaluating Epoch 7 valid]:
MRR: Tail : 0.15212, Head : 0.01105, Avg : 0.08158
2023-06-18 08:53:18,836 - yago11k_0.001 - [INFO] - [Epoch 7]: Training Loss: 0.0019771, Valid MRR: 0.08158,
2023-06-18 08:53:19,503 - yago11k_0.001 - [INFO] - [E:8| 0]: Train Loss:0.0019342, Val MRR:0.08158, yago11k_0.001
2023-06-18 08:54:23,877 - yago11k_0.001 - [INFO] - [E:8| 100]: Train Loss:0.001941, Val MRR:0.08158, yago11k_0.001
2023-06-18 08:55:28,116 - yago11k_0.001 - [INFO] - [E:8| 200]: Train Loss:0.0019499, Val MRR:0.08158, yago11k_0.001
2023-06-18 08:56:32,751 - yago11k_0.001 - [INFO] - [E:8| 300]: Train Loss:0.0019448, Val MRR:0.08158, yago11k_0.001
2023-06-18 08:57:36,977 - yago11k_0.001 - [INFO] - [E:8| 400]: Train Loss:0.0019402, Val MRR:0.08158, yago11k_0.001
2023-06-18 08:58:41,398 - yago11k_0.001 - [INFO] - [E:8| 500]: Train Loss:0.0019371, Val MRR:0.08158, yago11k_0.001
2023-06-18 08:59:45,671 - yago11k_0.001 - [INFO] - [E:8| 600]: Train Loss:0.0019349, Val MRR:0.08158, yago11k_0.001
2023-06-18 08:59:45,672 - yago11k_0.001 - [INFO] - [Epoch:8]: Training Loss:0.001935
2023-06-18 08:59:45,893 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 08:59:58,227 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 09:00:10,384 - yago11k_0.001 - [INFO] - [Evaluating Epoch 8 valid]:
MRR: Tail : 0.15601, Head : 0.01517, Avg : 0.08559
2023-06-18 09:00:12,344 - yago11k_0.001 - [INFO] - [Epoch 8]: Training Loss: 0.0019349, Valid MRR: 0.08559,
2023-06-18 09:00:13,005 - yago11k_0.001 - [INFO] - [E:9| 0]: Train Loss:0.0018768, Val MRR:0.08559, yago11k_0.001
2023-06-18 09:01:17,329 - yago11k_0.001 - [INFO] - [E:9| 100]: Train Loss:0.0019158, Val MRR:0.08559, yago11k_0.001
2023-06-18 09:02:21,697 - yago11k_0.001 - [INFO] - [E:9| 200]: Train Loss:0.0019038, Val MRR:0.08559, yago11k_0.001
2023-06-18 09:03:25,720 - yago11k_0.001 - [INFO] - [E:9| 300]: Train Loss:0.001899, Val MRR:0.08559, yago11k_0.001
2023-06-18 09:04:30,087 - yago11k_0.001 - [INFO] - [E:9| 400]: Train Loss:0.0018945, Val MRR:0.08559, yago11k_0.001
2023-06-18 09:05:34,197 - yago11k_0.001 - [INFO] - [E:9| 500]: Train Loss:0.0018894, Val MRR:0.08559, yago11k_0.001
2023-06-18 09:06:38,060 - yago11k_0.001 - [INFO] - [E:9| 600]: Train Loss:0.0018847, Val MRR:0.08559, yago11k_0.001
2023-06-18 09:06:38,061 - yago11k_0.001 - [INFO] - [Epoch:9]: Training Loss:0.001885
2023-06-18 09:06:38,283 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 09:06:50,591 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 09:07:02,764 - yago11k_0.001 - [INFO] - [Evaluating Epoch 9 valid]:
MRR: Tail : 0.15467, Head : 0.02472, Avg : 0.08969
MR: Tail : 630.47, Head : 1167.1, Avg : 898.78
Hit-1: Tail : 0.08058, Head : 0.00556, Avg : 0.04307
Hit-3: Tail : 0.19033, Head : 0.01389, Avg : 0.10211
Hit-10: Tail : 0.29758, Head : 0.05446, Avg : 0.17602
2023-06-18 09:07:04,645 - yago11k_0.001 - [INFO] - [Epoch 9]: Training Loss: 0.0018847, Valid MRR: 0.08969,
2023-06-18 09:07:05,311 - yago11k_0.001 - [INFO] - [E:10| 0]: Train Loss:0.0017879, Val MRR:0.08969, yago11k_0.001
2023-06-18 09:08:09,651 - yago11k_0.001 - [INFO] - [E:10| 100]: Train Loss:0.0018477, Val MRR:0.08969, yago11k_0.001
2023-06-18 09:09:14,065 - yago11k_0.001 - [INFO] - [E:10| 200]: Train Loss:0.0018449, Val MRR:0.08969, yago11k_0.001
2023-06-18 09:10:18,420 - yago11k_0.001 - [INFO] - [E:10| 300]: Train Loss:0.0018402, Val MRR:0.08969, yago11k_0.001
2023-06-18 09:11:22,986 - yago11k_0.001 - [INFO] - [E:10| 400]: Train Loss:0.0018368, Val MRR:0.08969, yago11k_0.001
2023-06-18 09:12:27,405 - yago11k_0.001 - [INFO] - [E:10| 500]: Train Loss:0.0018339, Val MRR:0.08969, yago11k_0.001
2023-06-18 09:13:31,548 - yago11k_0.001 - [INFO] - [E:10| 600]: Train Loss:0.0018308, Val MRR:0.08969, yago11k_0.001
2023-06-18 09:13:31,548 - yago11k_0.001 - [INFO] - [Epoch:10]: Training Loss:0.001831
2023-06-18 09:13:31,767 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 09:13:44,081 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 09:13:56,301 - yago11k_0.001 - [INFO] - [Evaluating Epoch 10 valid]:
MRR: Tail : 0.17849, Head : 0.03496, Avg : 0.10673
2023-06-18 09:13:58,043 - yago11k_0.001 - [INFO] - [Epoch 10]: Training Loss: 0.0018308, Valid MRR: 0.10673,
2023-06-18 09:13:58,705 - yago11k_0.001 - [INFO] - [E:11| 0]: Train Loss:0.0018308, Val MRR:0.10673, yago11k_0.001
2023-06-18 09:15:03,488 - yago11k_0.001 - [INFO] - [E:11| 100]: Train Loss:0.001787, Val MRR:0.10673, yago11k_0.001
2023-06-18 09:16:08,067 - yago11k_0.001 - [INFO] - [E:11| 200]: Train Loss:0.0017891, Val MRR:0.10673, yago11k_0.001
2023-06-18 09:17:12,653 - yago11k_0.001 - [INFO] - [E:11| 300]: Train Loss:0.0017884, Val MRR:0.10673, yago11k_0.001
2023-06-18 09:18:17,298 - yago11k_0.001 - [INFO] - [E:11| 400]: Train Loss:0.0017825, Val MRR:0.10673, yago11k_0.001
2023-06-18 09:19:21,937 - yago11k_0.001 - [INFO] - [E:11| 500]: Train Loss:0.0017766, Val MRR:0.10673, yago11k_0.001
2023-06-18 09:20:26,245 - yago11k_0.001 - [INFO] - [E:11| 600]: Train Loss:0.0017735, Val MRR:0.10673, yago11k_0.001
2023-06-18 09:20:26,245 - yago11k_0.001 - [INFO] - [Epoch:11]: Training Loss:0.001773
2023-06-18 09:20:26,462 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 09:20:38,816 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 09:20:51,038 - yago11k_0.001 - [INFO] - [Evaluating Epoch 11 valid]:
MRR: Tail : 0.20157, Head : 0.04356, Avg : 0.12257
2023-06-18 09:20:52,822 - yago11k_0.001 - [INFO] - [Epoch 11]: Training Loss: 0.0017735, Valid MRR: 0.12257,
2023-06-18 09:20:53,483 - yago11k_0.001 - [INFO] - [E:12| 0]: Train Loss:0.0016812, Val MRR:0.12257, yago11k_0.001
2023-06-18 09:21:58,015 - yago11k_0.001 - [INFO] - [E:12| 100]: Train Loss:0.0017367, Val MRR:0.12257, yago11k_0.001
2023-06-18 09:23:02,714 - yago11k_0.001 - [INFO] - [E:12| 200]: Train Loss:0.0017343, Val MRR:0.12257, yago11k_0.001
2023-06-18 09:24:07,403 - yago11k_0.001 - [INFO] - [E:12| 300]: Train Loss:0.0017293, Val MRR:0.12257, yago11k_0.001
2023-06-18 09:25:12,187 - yago11k_0.001 - [INFO] - [E:12| 400]: Train Loss:0.0017228, Val MRR:0.12257, yago11k_0.001
2023-06-18 09:26:16,793 - yago11k_0.001 - [INFO] - [E:12| 500]: Train Loss:0.0017161, Val MRR:0.12257, yago11k_0.001
2023-06-18 09:27:21,027 - yago11k_0.001 - [INFO] - [E:12| 600]: Train Loss:0.0017101, Val MRR:0.12257, yago11k_0.001
2023-06-18 09:27:21,027 - yago11k_0.001 - [INFO] - [Epoch:12]: Training Loss:0.00171
2023-06-18 09:27:21,248 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 09:27:33,567 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 09:27:45,809 - yago11k_0.001 - [INFO] - [Evaluating Epoch 12 valid]:
MRR: Tail : 0.22052, Head : 0.06182, Avg : 0.14117
2023-06-18 09:27:47,489 - yago11k_0.001 - [INFO] - [Epoch 12]: Training Loss: 0.0017101, Valid MRR: 0.14117,
2023-06-18 09:27:48,158 - yago11k_0.001 - [INFO] - [E:13| 0]: Train Loss:0.0016433, Val MRR:0.14117, yago11k_0.001
2023-06-18 09:28:52,919 - yago11k_0.001 - [INFO] - [E:13| 100]: Train Loss:0.0016674, Val MRR:0.14117, yago11k_0.001
2023-06-18 09:29:57,568 - yago11k_0.001 - [INFO] - [E:13| 200]: Train Loss:0.0016601, Val MRR:0.14117, yago11k_0.001
2023-06-18 09:31:02,305 - yago11k_0.001 - [INFO] - [E:13| 300]: Train Loss:0.0016566, Val MRR:0.14117, yago11k_0.001
2023-06-18 09:32:06,960 - yago11k_0.001 - [INFO] - [E:13| 400]: Train Loss:0.001652, Val MRR:0.14117, yago11k_0.001
2023-06-18 09:33:11,504 - yago11k_0.001 - [INFO] - [E:13| 500]: Train Loss:0.0016485, Val MRR:0.14117, yago11k_0.001
2023-06-18 09:34:15,723 - yago11k_0.001 - [INFO] - [E:13| 600]: Train Loss:0.0016448, Val MRR:0.14117, yago11k_0.001
2023-06-18 09:34:15,723 - yago11k_0.001 - [INFO] - [Epoch:13]: Training Loss:0.001645
2023-06-18 09:34:15,946 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 09:34:28,349 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 09:34:40,486 - yago11k_0.001 - [INFO] - [Evaluating Epoch 13 valid]:
MRR: Tail : 0.24737, Head : 0.07894, Avg : 0.16316
2023-06-18 09:34:42,120 - yago11k_0.001 - [INFO] - [Epoch 13]: Training Loss: 0.0016448, Valid MRR: 0.16316,
2023-06-18 09:34:42,799 - yago11k_0.001 - [INFO] - [E:14| 0]: Train Loss:0.0016738, Val MRR:0.16316, yago11k_0.001
2023-06-18 09:35:47,406 - yago11k_0.001 - [INFO] - [E:14| 100]: Train Loss:0.0015989, Val MRR:0.16316, yago11k_0.001
2023-06-18 09:36:52,087 - yago11k_0.001 - [INFO] - [E:14| 200]: Train Loss:0.0016014, Val MRR:0.16316, yago11k_0.001
2023-06-18 09:37:56,629 - yago11k_0.001 - [INFO] - [E:14| 300]: Train Loss:0.0015987, Val MRR:0.16316, yago11k_0.001
2023-06-18 09:39:01,310 - yago11k_0.001 - [INFO] - [E:14| 400]: Train Loss:0.0015955, Val MRR:0.16316, yago11k_0.001
2023-06-18 09:40:05,932 - yago11k_0.001 - [INFO] - [E:14| 500]: Train Loss:0.0015909, Val MRR:0.16316, yago11k_0.001
2023-06-18 09:41:10,225 - yago11k_0.001 - [INFO] - [E:14| 600]: Train Loss:0.0015898, Val MRR:0.16316, yago11k_0.001
2023-06-18 09:41:10,226 - yago11k_0.001 - [INFO] - [Epoch:14]: Training Loss:0.00159
2023-06-18 09:41:10,449 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 09:41:22,724 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 09:41:34,961 - yago11k_0.001 - [INFO] - [Evaluating Epoch 14 valid]:
MRR: Tail : 0.24439, Head : 0.10806, Avg : 0.17623
2023-06-18 09:41:36,721 - yago11k_0.001 - [INFO] - [Epoch 14]: Training Loss: 0.0015898, Valid MRR: 0.17623,
2023-06-18 09:41:37,391 - yago11k_0.001 - [INFO] - [E:15| 0]: Train Loss:0.0015059, Val MRR:0.17623, yago11k_0.001
2023-06-18 09:42:41,952 - yago11k_0.001 - [INFO] - [E:15| 100]: Train Loss:0.0015524, Val MRR:0.17623, yago11k_0.001
2023-06-18 09:43:46,564 - yago11k_0.001 - [INFO] - [E:15| 200]: Train Loss:0.0015512, Val MRR:0.17623, yago11k_0.001
2023-06-18 09:44:51,339 - yago11k_0.001 - [INFO] - [E:15| 300]: Train Loss:0.0015495, Val MRR:0.17623, yago11k_0.001
2023-06-18 09:45:55,581 - yago11k_0.001 - [INFO] - [E:15| 400]: Train Loss:0.0015471, Val MRR:0.17623, yago11k_0.001
2023-06-18 09:47:00,189 - yago11k_0.001 - [INFO] - [E:15| 500]: Train Loss:0.0015435, Val MRR:0.17623, yago11k_0.001
2023-06-18 09:48:04,600 - yago11k_0.001 - [INFO] - [E:15| 600]: Train Loss:0.0015406, Val MRR:0.17623, yago11k_0.001
2023-06-18 09:48:04,601 - yago11k_0.001 - [INFO] - [Epoch:15]: Training Loss:0.001541
2023-06-18 09:48:04,824 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 09:48:17,085 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 09:48:29,315 - yago11k_0.001 - [INFO] - [Evaluating Epoch 15 valid]:
MRR: Tail : 0.28879, Head : 0.12709, Avg : 0.20794
2023-06-18 09:48:31,148 - yago11k_0.001 - [INFO] - [Epoch 15]: Training Loss: 0.0015406, Valid MRR: 0.20794,
2023-06-18 09:48:31,818 - yago11k_0.001 - [INFO] - [E:16| 0]: Train Loss:0.0015365, Val MRR:0.20794, yago11k_0.001
2023-06-18 09:49:36,549 - yago11k_0.001 - [INFO] - [E:16| 100]: Train Loss:0.0015045, Val MRR:0.20794, yago11k_0.001
2023-06-18 09:50:41,096 - yago11k_0.001 - [INFO] - [E:16| 200]: Train Loss:0.001507, Val MRR:0.20794, yago11k_0.001
2023-06-18 09:51:45,833 - yago11k_0.001 - [INFO] - [E:16| 300]: Train Loss:0.0015045, Val MRR:0.20794, yago11k_0.001
2023-06-18 09:52:50,420 - yago11k_0.001 - [INFO] - [E:16| 400]: Train Loss:0.0015018, Val MRR:0.20794, yago11k_0.001
2023-06-18 09:53:55,178 - yago11k_0.001 - [INFO] - [E:16| 500]: Train Loss:0.0014999, Val MRR:0.20794, yago11k_0.001
2023-06-18 09:54:59,554 - yago11k_0.001 - [INFO] - [E:16| 600]: Train Loss:0.0014973, Val MRR:0.20794, yago11k_0.001
2023-06-18 09:54:59,555 - yago11k_0.001 - [INFO] - [Epoch:16]: Training Loss:0.001497
2023-06-18 09:54:59,773 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 09:55:12,131 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 09:55:24,319 - yago11k_0.001 - [INFO] - [Evaluating Epoch 16 valid]:
MRR: Tail : 0.29866, Head : 0.14682, Avg : 0.22274
2023-06-18 09:55:26,132 - yago11k_0.001 - [INFO] - [Epoch 16]: Training Loss: 0.0014973, Valid MRR: 0.22274,
2023-06-18 09:55:26,801 - yago11k_0.001 - [INFO] - [E:17| 0]: Train Loss:0.0014437, Val MRR:0.22274, yago11k_0.001
2023-06-18 09:56:31,086 - yago11k_0.001 - [INFO] - [E:17| 100]: Train Loss:0.0014686, Val MRR:0.22274, yago11k_0.001
2023-06-18 09:57:35,720 - yago11k_0.001 - [INFO] - [E:17| 200]: Train Loss:0.0014636, Val MRR:0.22274, yago11k_0.001
2023-06-18 09:58:40,379 - yago11k_0.001 - [INFO] - [E:17| 300]: Train Loss:0.0014681, Val MRR:0.22274, yago11k_0.001
2023-06-18 09:59:44,917 - yago11k_0.001 - [INFO] - [E:17| 400]: Train Loss:0.001468, Val MRR:0.22274, yago11k_0.001
2023-06-18 10:00:49,780 - yago11k_0.001 - [INFO] - [E:17| 500]: Train Loss:0.0014666, Val MRR:0.22274, yago11k_0.001
2023-06-18 10:01:53,987 - yago11k_0.001 - [INFO] - [E:17| 600]: Train Loss:0.0014644, Val MRR:0.22274, yago11k_0.001
2023-06-18 10:01:53,987 - yago11k_0.001 - [INFO] - [Epoch:17]: Training Loss:0.001464
2023-06-18 10:01:54,203 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 10:02:06,463 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 10:02:18,710 - yago11k_0.001 - [INFO] - [Evaluating Epoch 17 valid]:
MRR: Tail : 0.31349, Head : 0.16091, Avg : 0.2372
2023-06-18 10:02:20,585 - yago11k_0.001 - [INFO] - [Epoch 17]: Training Loss: 0.0014644, Valid MRR: 0.2372,
2023-06-18 10:02:21,270 - yago11k_0.001 - [INFO] - [E:18| 0]: Train Loss:0.0014337, Val MRR:0.2372, yago11k_0.001
2023-06-18 10:03:26,050 - yago11k_0.001 - [INFO] - [E:18| 100]: Train Loss:0.0014353, Val MRR:0.2372, yago11k_0.001
2023-06-18 10:04:30,525 - yago11k_0.001 - [INFO] - [E:18| 200]: Train Loss:0.0014389, Val MRR:0.2372, yago11k_0.001
2023-06-18 10:05:35,286 - yago11k_0.001 - [INFO] - [E:18| 300]: Train Loss:0.0014395, Val MRR:0.2372, yago11k_0.001
2023-06-18 10:06:39,936 - yago11k_0.001 - [INFO] - [E:18| 400]: Train Loss:0.0014379, Val MRR:0.2372, yago11k_0.001
2023-06-18 10:07:44,525 - yago11k_0.001 - [INFO] - [E:18| 500]: Train Loss:0.0014346, Val MRR:0.2372, yago11k_0.001
2023-06-18 10:08:48,879 - yago11k_0.001 - [INFO] - [E:18| 600]: Train Loss:0.0014334, Val MRR:0.2372, yago11k_0.001
2023-06-18 10:08:48,879 - yago11k_0.001 - [INFO] - [Epoch:18]: Training Loss:0.001433
2023-06-18 10:08:49,101 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 10:09:01,481 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 10:09:13,706 - yago11k_0.001 - [INFO] - [Evaluating Epoch 18 valid]:
MRR: Tail : 0.3286, Head : 0.1673, Avg : 0.24795
2023-06-18 10:09:15,308 - yago11k_0.001 - [INFO] - [Epoch 18]: Training Loss: 0.0014334, Valid MRR: 0.24795,
2023-06-18 10:09:15,984 - yago11k_0.001 - [INFO] - [E:19| 0]: Train Loss:0.0014489, Val MRR:0.24795, yago11k_0.001
2023-06-18 10:10:20,484 - yago11k_0.001 - [INFO] - [E:19| 100]: Train Loss:0.001414, Val MRR:0.24795, yago11k_0.001
2023-06-18 10:11:25,296 - yago11k_0.001 - [INFO] - [E:19| 200]: Train Loss:0.0014131, Val MRR:0.24795, yago11k_0.001
2023-06-18 10:12:30,051 - yago11k_0.001 - [INFO] - [E:19| 300]: Train Loss:0.0014114, Val MRR:0.24795, yago11k_0.001
2023-06-18 10:13:34,662 - yago11k_0.001 - [INFO] - [E:19| 400]: Train Loss:0.0014102, Val MRR:0.24795, yago11k_0.001
2023-06-18 10:14:39,236 - yago11k_0.001 - [INFO] - [E:19| 500]: Train Loss:0.0014096, Val MRR:0.24795, yago11k_0.001
2023-06-18 10:15:43,296 - yago11k_0.001 - [INFO] - [E:19| 600]: Train Loss:0.0014089, Val MRR:0.24795, yago11k_0.001
2023-06-18 10:15:43,296 - yago11k_0.001 - [INFO] - [Epoch:19]: Training Loss:0.001409
2023-06-18 10:15:43,514 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 10:15:55,896 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 10:16:08,122 - yago11k_0.001 - [INFO] - [Evaluating Epoch 19 valid]:
MRR: Tail : 0.31767, Head : 0.17151, Avg : 0.24459
MR: Tail : 451.67, Head : 893.79, Avg : 672.73
Hit-1: Tail : 0.21034, Head : 0.12754, Avg : 0.16894
Hit-3: Tail : 0.37566, Head : 0.1656, Avg : 0.27063
Hit-10: Tail : 0.5175, Head : 0.2541, Avg : 0.3858
2023-06-18 10:16:08,122 - yago11k_0.001 - [INFO] - [Epoch 19]: Training Loss: 0.0014089, Valid MRR: 0.24795,
2023-06-18 10:16:08,781 - yago11k_0.001 - [INFO] - [E:20| 0]: Train Loss:0.0013092, Val MRR:0.24795, yago11k_0.001
2023-06-18 10:17:13,306 - yago11k_0.001 - [INFO] - [E:20| 100]: Train Loss:0.0013903, Val MRR:0.24795, yago11k_0.001
2023-06-18 10:18:17,995 - yago11k_0.001 - [INFO] - [E:20| 200]: Train Loss:0.00139, Val MRR:0.24795, yago11k_0.001
2023-06-18 10:19:22,542 - yago11k_0.001 - [INFO] - [E:20| 300]: Train Loss:0.0013906, Val MRR:0.24795, yago11k_0.001
2023-06-18 10:20:27,157 - yago11k_0.001 - [INFO] - [E:20| 400]: Train Loss:0.0013909, Val MRR:0.24795, yago11k_0.001
2023-06-18 10:21:31,711 - yago11k_0.001 - [INFO] - [E:20| 500]: Train Loss:0.0013894, Val MRR:0.24795, yago11k_0.001
2023-06-18 10:22:36,013 - yago11k_0.001 - [INFO] - [E:20| 600]: Train Loss:0.0013896, Val MRR:0.24795, yago11k_0.001
2023-06-18 10:22:36,014 - yago11k_0.001 - [INFO] - [Epoch:20]: Training Loss:0.00139
2023-06-18 10:22:36,230 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 10:22:48,462 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 10:23:00,595 - yago11k_0.001 - [INFO] - [Evaluating Epoch 20 valid]:
MRR: Tail : 0.35588, Head : 0.18363, Avg : 0.26975
2023-06-18 10:23:02,438 - yago11k_0.001 - [INFO] - [Epoch 20]: Training Loss: 0.0013896, Valid MRR: 0.26975,
2023-06-18 10:23:03,104 - yago11k_0.001 - [INFO] - [E:21| 0]: Train Loss:0.001346, Val MRR:0.26975, yago11k_0.001
2023-06-18 10:24:07,737 - yago11k_0.001 - [INFO] - [E:21| 100]: Train Loss:0.0013613, Val MRR:0.26975, yago11k_0.001
2023-06-18 10:25:12,309 - yago11k_0.001 - [INFO] - [E:21| 200]: Train Loss:0.0013669, Val MRR:0.26975, yago11k_0.001
2023-06-18 10:26:17,062 - yago11k_0.001 - [INFO] - [E:21| 300]: Train Loss:0.0013669, Val MRR:0.26975, yago11k_0.001
2023-06-18 10:27:21,624 - yago11k_0.001 - [INFO] - [E:21| 400]: Train Loss:0.0013677, Val MRR:0.26975, yago11k_0.001
2023-06-18 10:28:26,214 - yago11k_0.001 - [INFO] - [E:21| 500]: Train Loss:0.0013702, Val MRR:0.26975, yago11k_0.001
2023-06-18 10:29:30,463 - yago11k_0.001 - [INFO] - [E:21| 600]: Train Loss:0.0013707, Val MRR:0.26975, yago11k_0.001
2023-06-18 10:29:30,463 - yago11k_0.001 - [INFO] - [Epoch:21]: Training Loss:0.001371
2023-06-18 10:29:30,686 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 10:29:43,005 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 10:29:55,162 - yago11k_0.001 - [INFO] - [Evaluating Epoch 21 valid]:
MRR: Tail : 0.36274, Head : 0.18768, Avg : 0.27521
2023-06-18 10:29:57,070 - yago11k_0.001 - [INFO] - [Epoch 21]: Training Loss: 0.0013707, Valid MRR: 0.27521,
2023-06-18 10:29:57,740 - yago11k_0.001 - [INFO] - [E:22| 0]: Train Loss:0.0013432, Val MRR:0.27521, yago11k_0.001
2023-06-18 10:31:02,439 - yago11k_0.001 - [INFO] - [E:22| 100]: Train Loss:0.0013565, Val MRR:0.27521, yago11k_0.001
2023-06-18 10:32:07,164 - yago11k_0.001 - [INFO] - [E:22| 200]: Train Loss:0.0013544, Val MRR:0.27521, yago11k_0.001
2023-06-18 10:33:12,010 - yago11k_0.001 - [INFO] - [E:22| 300]: Train Loss:0.001355, Val MRR:0.27521, yago11k_0.001
2023-06-18 10:34:16,592 - yago11k_0.001 - [INFO] - [E:22| 400]: Train Loss:0.0013558, Val MRR:0.27521, yago11k_0.001
2023-06-18 10:35:21,239 - yago11k_0.001 - [INFO] - [E:22| 500]: Train Loss:0.0013553, Val MRR:0.27521, yago11k_0.001
2023-06-18 10:36:25,400 - yago11k_0.001 - [INFO] - [E:22| 600]: Train Loss:0.0013551, Val MRR:0.27521, yago11k_0.001
2023-06-18 10:36:25,401 - yago11k_0.001 - [INFO] - [Epoch:22]: Training Loss:0.001355
2023-06-18 10:36:25,620 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 10:36:37,983 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 10:36:50,217 - yago11k_0.001 - [INFO] - [Evaluating Epoch 22 valid]:
MRR: Tail : 0.34754, Head : 0.19673, Avg : 0.27214
2023-06-18 10:36:50,217 - yago11k_0.001 - [INFO] - [Epoch 22]: Training Loss: 0.0013551, Valid MRR: 0.27521,
2023-06-18 10:36:50,886 - yago11k_0.001 - [INFO] - [E:23| 0]: Train Loss:0.0013398, Val MRR:0.27521, yago11k_0.001
2023-06-18 10:37:55,356 - yago11k_0.001 - [INFO] - [E:23| 100]: Train Loss:0.0013374, Val MRR:0.27521, yago11k_0.001
2023-06-18 10:39:00,098 - yago11k_0.001 - [INFO] - [E:23| 200]: Train Loss:0.0013379, Val MRR:0.27521, yago11k_0.001
2023-06-18 10:40:04,598 - yago11k_0.001 - [INFO] - [E:23| 300]: Train Loss:0.00134, Val MRR:0.27521, yago11k_0.001
2023-06-18 10:41:09,255 - yago11k_0.001 - [INFO] - [E:23| 400]: Train Loss:0.0013426, Val MRR:0.27521, yago11k_0.001
2023-06-18 10:42:13,970 - yago11k_0.001 - [INFO] - [E:23| 500]: Train Loss:0.0013425, Val MRR:0.27521, yago11k_0.001
2023-06-18 10:43:18,129 - yago11k_0.001 - [INFO] - [E:23| 600]: Train Loss:0.0013419, Val MRR:0.27521, yago11k_0.001
2023-06-18 10:43:18,130 - yago11k_0.001 - [INFO] - [Epoch:23]: Training Loss:0.001342
2023-06-18 10:43:18,345 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 10:43:30,629 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 10:43:42,855 - yago11k_0.001 - [INFO] - [Evaluating Epoch 23 valid]:
MRR: Tail : 0.36324, Head : 0.20069, Avg : 0.28196
2023-06-18 10:43:44,810 - yago11k_0.001 - [INFO] - [Epoch 23]: Training Loss: 0.0013419, Valid MRR: 0.28196,
2023-06-18 10:43:45,481 - yago11k_0.001 - [INFO] - [E:24| 0]: Train Loss:0.0013121, Val MRR:0.28196, yago11k_0.001
2023-06-18 10:44:50,031 - yago11k_0.001 - [INFO] - [E:24| 100]: Train Loss:0.0013328, Val MRR:0.28196, yago11k_0.001
2023-06-18 10:45:54,819 - yago11k_0.001 - [INFO] - [E:24| 200]: Train Loss:0.0013302, Val MRR:0.28196, yago11k_0.001
2023-06-18 10:46:59,424 - yago11k_0.001 - [INFO] - [E:24| 300]: Train Loss:0.001331, Val MRR:0.28196, yago11k_0.001
2023-06-18 10:48:04,258 - yago11k_0.001 - [INFO] - [E:24| 400]: Train Loss:0.0013321, Val MRR:0.28196, yago11k_0.001
2023-06-18 10:49:08,761 - yago11k_0.001 - [INFO] - [E:24| 500]: Train Loss:0.0013326, Val MRR:0.28196, yago11k_0.001
2023-06-18 10:50:13,119 - yago11k_0.001 - [INFO] - [E:24| 600]: Train Loss:0.0013315, Val MRR:0.28196, yago11k_0.001
2023-06-18 10:50:13,120 - yago11k_0.001 - [INFO] - [Epoch:24]: Training Loss:0.001331
2023-06-18 10:50:13,343 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 10:50:25,655 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 10:50:37,846 - yago11k_0.001 - [INFO] - [Evaluating Epoch 24 valid]:
MRR: Tail : 0.37155, Head : 0.20169, Avg : 0.28662
2023-06-18 10:50:39,573 - yago11k_0.001 - [INFO] - [Epoch 24]: Training Loss: 0.0013315, Valid MRR: 0.28662,
2023-06-18 10:50:40,232 - yago11k_0.001 - [INFO] - [E:25| 0]: Train Loss:0.0013219, Val MRR:0.28662, yago11k_0.001
2023-06-18 10:51:44,925 - yago11k_0.001 - [INFO] - [E:25| 100]: Train Loss:0.0013175, Val MRR:0.28662, yago11k_0.001
2023-06-18 10:52:49,551 - yago11k_0.001 - [INFO] - [E:25| 200]: Train Loss:0.0013195, Val MRR:0.28662, yago11k_0.001
2023-06-18 10:53:54,142 - yago11k_0.001 - [INFO] - [E:25| 300]: Train Loss:0.0013198, Val MRR:0.28662, yago11k_0.001
2023-06-18 10:54:58,783 - yago11k_0.001 - [INFO] - [E:25| 400]: Train Loss:0.0013202, Val MRR:0.28662, yago11k_0.001
2023-06-18 10:56:03,456 - yago11k_0.001 - [INFO] - [E:25| 500]: Train Loss:0.0013189, Val MRR:0.28662, yago11k_0.001
2023-06-18 10:57:07,674 - yago11k_0.001 - [INFO] - [E:25| 600]: Train Loss:0.0013198, Val MRR:0.28662, yago11k_0.001
2023-06-18 10:57:07,675 - yago11k_0.001 - [INFO] - [Epoch:25]: Training Loss:0.00132
2023-06-18 10:57:07,897 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 10:57:20,169 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 10:57:32,371 - yago11k_0.001 - [INFO] - [Evaluating Epoch 25 valid]:
MRR: Tail : 0.37237, Head : 0.2072, Avg : 0.28979
2023-06-18 10:57:34,161 - yago11k_0.001 - [INFO] - [Epoch 25]: Training Loss: 0.0013198, Valid MRR: 0.28979,
2023-06-18 10:57:34,837 - yago11k_0.001 - [INFO] - [E:26| 0]: Train Loss:0.0012548, Val MRR:0.28979, yago11k_0.001
2023-06-18 10:58:39,491 - yago11k_0.001 - [INFO] - [E:26| 100]: Train Loss:0.0013119, Val MRR:0.28979, yago11k_0.001
2023-06-18 10:59:44,216 - yago11k_0.001 - [INFO] - [E:26| 200]: Train Loss:0.0013111, Val MRR:0.28979, yago11k_0.001
2023-06-18 11:00:48,663 - yago11k_0.001 - [INFO] - [E:26| 300]: Train Loss:0.0013117, Val MRR:0.28979, yago11k_0.001
2023-06-18 11:01:53,872 - yago11k_0.001 - [INFO] - [E:26| 400]: Train Loss:0.0013113, Val MRR:0.28979, yago11k_0.001
2023-06-18 11:02:58,579 - yago11k_0.001 - [INFO] - [E:26| 500]: Train Loss:0.0013105, Val MRR:0.28979, yago11k_0.001
2023-06-18 11:04:02,729 - yago11k_0.001 - [INFO] - [E:26| 600]: Train Loss:0.0013109, Val MRR:0.28979, yago11k_0.001
2023-06-18 11:04:02,729 - yago11k_0.001 - [INFO] - [Epoch:26]: Training Loss:0.001311
2023-06-18 11:04:02,953 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 11:04:15,268 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 11:04:27,451 - yago11k_0.001 - [INFO] - [Evaluating Epoch 26 valid]:
MRR: Tail : 0.37322, Head : 0.209, Avg : 0.29111
2023-06-18 11:04:29,242 - yago11k_0.001 - [INFO] - [Epoch 26]: Training Loss: 0.0013109, Valid MRR: 0.29111,
2023-06-18 11:04:29,931 - yago11k_0.001 - [INFO] - [E:27| 0]: Train Loss:0.0013092, Val MRR:0.29111, yago11k_0.001
2023-06-18 11:05:34,590 - yago11k_0.001 - [INFO] - [E:27| 100]: Train Loss:0.0012976, Val MRR:0.29111, yago11k_0.001
2023-06-18 11:06:39,423 - yago11k_0.001 - [INFO] - [E:27| 200]: Train Loss:0.001297, Val MRR:0.29111, yago11k_0.001
2023-06-18 11:07:44,022 - yago11k_0.001 - [INFO] - [E:27| 300]: Train Loss:0.0013005, Val MRR:0.29111, yago11k_0.001
2023-06-18 11:08:48,608 - yago11k_0.001 - [INFO] - [E:27| 400]: Train Loss:0.0012995, Val MRR:0.29111, yago11k_0.001
2023-06-18 11:09:53,166 - yago11k_0.001 - [INFO] - [E:27| 500]: Train Loss:0.0012997, Val MRR:0.29111, yago11k_0.001
2023-06-18 11:10:57,516 - yago11k_0.001 - [INFO] - [E:27| 600]: Train Loss:0.001301, Val MRR:0.29111, yago11k_0.001
2023-06-18 11:10:57,516 - yago11k_0.001 - [INFO] - [Epoch:27]: Training Loss:0.001301
2023-06-18 11:10:57,737 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 11:11:10,022 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 11:11:22,230 - yago11k_0.001 - [INFO] - [Evaluating Epoch 27 valid]:
MRR: Tail : 0.37842, Head : 0.21384, Avg : 0.29613
2023-06-18 11:11:23,714 - yago11k_0.001 - [INFO] - [Epoch 27]: Training Loss: 0.001301, Valid MRR: 0.29613,
2023-06-18 11:11:24,366 - yago11k_0.001 - [INFO] - [E:28| 0]: Train Loss:0.0012717, Val MRR:0.29613, yago11k_0.001
2023-06-18 11:12:29,072 - yago11k_0.001 - [INFO] - [E:28| 100]: Train Loss:0.001287, Val MRR:0.29613, yago11k_0.001
2023-06-18 11:13:33,598 - yago11k_0.001 - [INFO] - [E:28| 200]: Train Loss:0.0012886, Val MRR:0.29613, yago11k_0.001
2023-06-18 11:14:38,245 - yago11k_0.001 - [INFO] - [E:28| 300]: Train Loss:0.0012899, Val MRR:0.29613, yago11k_0.001
2023-06-18 11:15:43,026 - yago11k_0.001 - [INFO] - [E:28| 400]: Train Loss:0.001293, Val MRR:0.29613, yago11k_0.001
2023-06-18 11:16:47,557 - yago11k_0.001 - [INFO] - [E:28| 500]: Train Loss:0.0012938, Val MRR:0.29613, yago11k_0.001
2023-06-18 11:17:51,622 - yago11k_0.001 - [INFO] - [E:28| 600]: Train Loss:0.0012939, Val MRR:0.29613, yago11k_0.001
2023-06-18 11:17:51,622 - yago11k_0.001 - [INFO] - [Epoch:28]: Training Loss:0.001294
2023-06-18 11:17:51,840 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 11:18:04,100 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 11:18:16,321 - yago11k_0.001 - [INFO] - [Evaluating Epoch 28 valid]:
MRR: Tail : 0.38237, Head : 0.2137, Avg : 0.29803
2023-06-18 11:18:18,231 - yago11k_0.001 - [INFO] - [Epoch 28]: Training Loss: 0.0012939, Valid MRR: 0.29803,
2023-06-18 11:18:18,899 - yago11k_0.001 - [INFO] - [E:29| 0]: Train Loss:0.0012531, Val MRR:0.29803, yago11k_0.001
2023-06-18 11:19:23,696 - yago11k_0.001 - [INFO] - [E:29| 100]: Train Loss:0.0012854, Val MRR:0.29803, yago11k_0.001
2023-06-18 11:20:28,630 - yago11k_0.001 - [INFO] - [E:29| 200]: Train Loss:0.0012847, Val MRR:0.29803, yago11k_0.001
2023-06-18 11:21:33,329 - yago11k_0.001 - [INFO] - [E:29| 300]: Train Loss:0.0012835, Val MRR:0.29803, yago11k_0.001
2023-06-18 11:22:37,908 - yago11k_0.001 - [INFO] - [E:29| 400]: Train Loss:0.0012846, Val MRR:0.29803, yago11k_0.001
2023-06-18 11:23:42,537 - yago11k_0.001 - [INFO] - [E:29| 500]: Train Loss:0.0012857, Val MRR:0.29803, yago11k_0.001
2023-06-18 11:24:46,630 - yago11k_0.001 - [INFO] - [E:29| 600]: Train Loss:0.0012864, Val MRR:0.29803, yago11k_0.001
2023-06-18 11:24:46,630 - yago11k_0.001 - [INFO] - [Epoch:29]: Training Loss:0.001286
2023-06-18 11:24:46,852 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 11:24:59,140 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 11:25:11,327 - yago11k_0.001 - [INFO] - [Evaluating Epoch 29 valid]:
MRR: Tail : 0.38048, Head : 0.21923, Avg : 0.29985
MR: Tail : 596.33, Head : 1018.5, Avg : 807.43
Hit-1: Tail : 0.29216, Head : 0.18033, Avg : 0.23625
Hit-3: Tail : 0.41303, Head : 0.21145, Avg : 0.31224
Hit-10: Tail : 0.56321, Head : 0.29494, Avg : 0.42908
2023-06-18 11:25:12,929 - yago11k_0.001 - [INFO] - [Epoch 29]: Training Loss: 0.0012864, Valid MRR: 0.29985,
2023-06-18 11:25:13,588 - yago11k_0.001 - [INFO] - [E:30| 0]: Train Loss:0.0012535, Val MRR:0.29985, yago11k_0.001
2023-06-18 11:26:18,135 - yago11k_0.001 - [INFO] - [E:30| 100]: Train Loss:0.0012745, Val MRR:0.29985, yago11k_0.001
2023-06-18 11:27:22,737 - yago11k_0.001 - [INFO] - [E:30| 200]: Train Loss:0.0012778, Val MRR:0.29985, yago11k_0.001
2023-06-18 11:28:27,346 - yago11k_0.001 - [INFO] - [E:30| 300]: Train Loss:0.0012785, Val MRR:0.29985, yago11k_0.001
2023-06-18 11:29:31,971 - yago11k_0.001 - [INFO] - [E:30| 400]: Train Loss:0.0012784, Val MRR:0.29985, yago11k_0.001
2023-06-18 11:30:36,694 - yago11k_0.001 - [INFO] - [E:30| 500]: Train Loss:0.0012781, Val MRR:0.29985, yago11k_0.001
2023-06-18 11:31:40,844 - yago11k_0.001 - [INFO] - [E:30| 600]: Train Loss:0.0012784, Val MRR:0.29985, yago11k_0.001
2023-06-18 11:31:40,844 - yago11k_0.001 - [INFO] - [Epoch:30]: Training Loss:0.001278
2023-06-18 11:31:41,060 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 11:31:53,450 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 11:32:05,617 - yago11k_0.001 - [INFO] - [Evaluating Epoch 30 valid]:
MRR: Tail : 0.38362, Head : 0.2148, Avg : 0.29921
2023-06-18 11:32:05,617 - yago11k_0.001 - [INFO] - [Epoch 30]: Training Loss: 0.0012784, Valid MRR: 0.29985,
2023-06-18 11:32:06,278 - yago11k_0.001 - [INFO] - [E:31| 0]: Train Loss:0.0013399, Val MRR:0.29985, yago11k_0.001
2023-06-18 11:33:10,949 - yago11k_0.001 - [INFO] - [E:31| 100]: Train Loss:0.0012722, Val MRR:0.29985, yago11k_0.001
2023-06-18 11:34:15,360 - yago11k_0.001 - [INFO] - [E:31| 200]: Train Loss:0.0012704, Val MRR:0.29985, yago11k_0.001
2023-06-18 11:35:20,039 - yago11k_0.001 - [INFO] - [E:31| 300]: Train Loss:0.0012706, Val MRR:0.29985, yago11k_0.001
2023-06-18 11:36:24,682 - yago11k_0.001 - [INFO] - [E:31| 400]: Train Loss:0.0012712, Val MRR:0.29985, yago11k_0.001
2023-06-18 11:37:29,307 - yago11k_0.001 - [INFO] - [E:31| 500]: Train Loss:0.0012714, Val MRR:0.29985, yago11k_0.001
2023-06-18 11:38:33,659 - yago11k_0.001 - [INFO] - [E:31| 600]: Train Loss:0.0012721, Val MRR:0.29985, yago11k_0.001
2023-06-18 11:38:33,660 - yago11k_0.001 - [INFO] - [Epoch:31]: Training Loss:0.001272
2023-06-18 11:38:33,881 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 11:38:46,191 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 11:38:58,355 - yago11k_0.001 - [INFO] - [Evaluating Epoch 31 valid]:
MRR: Tail : 0.38349, Head : 0.22383, Avg : 0.30366
2023-06-18 11:39:00,090 - yago11k_0.001 - [INFO] - [Epoch 31]: Training Loss: 0.0012721, Valid MRR: 0.30366,
2023-06-18 11:39:00,760 - yago11k_0.001 - [INFO] - [E:32| 0]: Train Loss:0.0012397, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:40:05,492 - yago11k_0.001 - [INFO] - [E:32| 100]: Train Loss:0.0012615, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:41:10,385 - yago11k_0.001 - [INFO] - [E:32| 200]: Train Loss:0.0012656, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:42:14,957 - yago11k_0.001 - [INFO] - [E:32| 300]: Train Loss:0.0012651, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:43:19,602 - yago11k_0.001 - [INFO] - [E:32| 400]: Train Loss:0.0012646, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:44:24,352 - yago11k_0.001 - [INFO] - [E:32| 500]: Train Loss:0.0012666, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:45:28,389 - yago11k_0.001 - [INFO] - [E:32| 600]: Train Loss:0.0012662, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:45:28,390 - yago11k_0.001 - [INFO] - [Epoch:32]: Training Loss:0.001266
2023-06-18 11:45:28,606 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 11:45:40,923 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 11:45:53,121 - yago11k_0.001 - [INFO] - [Evaluating Epoch 32 valid]:
MRR: Tail : 0.38639, Head : 0.22088, Avg : 0.30363
2023-06-18 11:45:53,122 - yago11k_0.001 - [INFO] - [Epoch 32]: Training Loss: 0.0012662, Valid MRR: 0.30366,
2023-06-18 11:45:53,792 - yago11k_0.001 - [INFO] - [E:33| 0]: Train Loss:0.0013005, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:46:58,194 - yago11k_0.001 - [INFO] - [E:33| 100]: Train Loss:0.0012543, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:48:02,837 - yago11k_0.001 - [INFO] - [E:33| 200]: Train Loss:0.0012556, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:49:07,460 - yago11k_0.001 - [INFO] - [E:33| 300]: Train Loss:0.0012568, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:50:11,991 - yago11k_0.001 - [INFO] - [E:33| 400]: Train Loss:0.0012584, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:51:16,425 - yago11k_0.001 - [INFO] - [E:33| 500]: Train Loss:0.0012594, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:52:20,749 - yago11k_0.001 - [INFO] - [E:33| 600]: Train Loss:0.0012612, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:52:20,750 - yago11k_0.001 - [INFO] - [Epoch:33]: Training Loss:0.001261
2023-06-18 11:52:20,972 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 11:52:33,322 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 11:52:45,525 - yago11k_0.001 - [INFO] - [Evaluating Epoch 33 valid]:
MRR: Tail : 0.38919, Head : 0.21814, Avg : 0.30366
2023-06-18 11:52:45,525 - yago11k_0.001 - [INFO] - [Epoch 33]: Training Loss: 0.0012612, Valid MRR: 0.30366,
2023-06-18 11:52:46,198 - yago11k_0.001 - [INFO] - [E:34| 0]: Train Loss:0.0012553, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:53:50,817 - yago11k_0.001 - [INFO] - [E:34| 100]: Train Loss:0.0012553, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:54:55,584 - yago11k_0.001 - [INFO] - [E:34| 200]: Train Loss:0.0012536, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:56:00,168 - yago11k_0.001 - [INFO] - [E:34| 300]: Train Loss:0.001253, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:57:04,784 - yago11k_0.001 - [INFO] - [E:34| 400]: Train Loss:0.0012543, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:58:09,411 - yago11k_0.001 - [INFO] - [E:34| 500]: Train Loss:0.0012539, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:59:13,486 - yago11k_0.001 - [INFO] - [E:34| 600]: Train Loss:0.0012545, Val MRR:0.30366, yago11k_0.001
2023-06-18 11:59:13,487 - yago11k_0.001 - [INFO] - [Epoch:34]: Training Loss:0.001254
2023-06-18 11:59:13,709 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 11:59:26,068 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 11:59:38,337 - yago11k_0.001 - [INFO] - [Evaluating Epoch 34 valid]:
MRR: Tail : 0.38725, Head : 0.22429, Avg : 0.30577
2023-06-18 11:59:40,007 - yago11k_0.001 - [INFO] - [Epoch 34]: Training Loss: 0.0012545, Valid MRR: 0.30577,
2023-06-18 11:59:40,666 - yago11k_0.001 - [INFO] - [E:35| 0]: Train Loss:0.0012964, Val MRR:0.30577, yago11k_0.001
2023-06-18 12:00:45,165 - yago11k_0.001 - [INFO] - [E:35| 100]: Train Loss:0.001252, Val MRR:0.30577, yago11k_0.001
2023-06-18 12:01:49,874 - yago11k_0.001 - [INFO] - [E:35| 200]: Train Loss:0.0012503, Val MRR:0.30577, yago11k_0.001
2023-06-18 12:02:54,385 - yago11k_0.001 - [INFO] - [E:35| 300]: Train Loss:0.0012491, Val MRR:0.30577, yago11k_0.001
2023-06-18 12:03:58,958 - yago11k_0.001 - [INFO] - [E:35| 400]: Train Loss:0.0012499, Val MRR:0.30577, yago11k_0.001
2023-06-18 12:05:03,597 - yago11k_0.001 - [INFO] - [E:35| 500]: Train Loss:0.0012497, Val MRR:0.30577, yago11k_0.001
2023-06-18 12:06:07,768 - yago11k_0.001 - [INFO] - [E:35| 600]: Train Loss:0.0012501, Val MRR:0.30577, yago11k_0.001
2023-06-18 12:06:07,768 - yago11k_0.001 - [INFO] - [Epoch:35]: Training Loss:0.00125
2023-06-18 12:06:07,991 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 12:06:20,339 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 12:06:32,493 - yago11k_0.001 - [INFO] - [Evaluating Epoch 35 valid]:
MRR: Tail : 0.38855, Head : 0.22377, Avg : 0.30616
2023-06-18 12:06:34,382 - yago11k_0.001 - [INFO] - [Epoch 35]: Training Loss: 0.0012501, Valid MRR: 0.30616,
2023-06-18 12:06:35,069 - yago11k_0.001 - [INFO] - [E:36| 0]: Train Loss:0.0012355, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:07:39,775 - yago11k_0.001 - [INFO] - [E:36| 100]: Train Loss:0.0012404, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:08:44,359 - yago11k_0.001 - [INFO] - [E:36| 200]: Train Loss:0.0012428, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:09:48,763 - yago11k_0.001 - [INFO] - [E:36| 300]: Train Loss:0.0012441, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:10:53,230 - yago11k_0.001 - [INFO] - [E:36| 400]: Train Loss:0.0012443, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:11:57,847 - yago11k_0.001 - [INFO] - [E:36| 500]: Train Loss:0.0012466, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:13:02,110 - yago11k_0.001 - [INFO] - [E:36| 600]: Train Loss:0.0012469, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:13:02,110 - yago11k_0.001 - [INFO] - [Epoch:36]: Training Loss:0.001247
2023-06-18 12:13:02,334 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 12:13:14,680 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 12:13:26,909 - yago11k_0.001 - [INFO] - [Evaluating Epoch 36 valid]:
MRR: Tail : 0.38608, Head : 0.22496, Avg : 0.30552
2023-06-18 12:13:26,909 - yago11k_0.001 - [INFO] - [Epoch 36]: Training Loss: 0.0012469, Valid MRR: 0.30616,
2023-06-18 12:13:27,568 - yago11k_0.001 - [INFO] - [E:37| 0]: Train Loss:0.0012209, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:14:32,190 - yago11k_0.001 - [INFO] - [E:37| 100]: Train Loss:0.0012374, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:15:36,735 - yago11k_0.001 - [INFO] - [E:37| 200]: Train Loss:0.0012402, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:16:41,316 - yago11k_0.001 - [INFO] - [E:37| 300]: Train Loss:0.0012404, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:17:45,966 - yago11k_0.001 - [INFO] - [E:37| 400]: Train Loss:0.0012409, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:18:50,417 - yago11k_0.001 - [INFO] - [E:37| 500]: Train Loss:0.0012423, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:19:54,677 - yago11k_0.001 - [INFO] - [E:37| 600]: Train Loss:0.001242, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:19:54,678 - yago11k_0.001 - [INFO] - [Epoch:37]: Training Loss:0.001242
2023-06-18 12:19:54,899 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 12:20:07,261 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 12:20:19,496 - yago11k_0.001 - [INFO] - [Evaluating Epoch 37 valid]:
MRR: Tail : 0.38168, Head : 0.21973, Avg : 0.30071
2023-06-18 12:20:19,496 - yago11k_0.001 - [INFO] - [Epoch 37]: Training Loss: 0.001242, Valid MRR: 0.30616,
2023-06-18 12:20:20,159 - yago11k_0.001 - [INFO] - [E:38| 0]: Train Loss:0.0012103, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:21:24,862 - yago11k_0.001 - [INFO] - [E:38| 100]: Train Loss:0.0012376, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:22:29,331 - yago11k_0.001 - [INFO] - [E:38| 200]: Train Loss:0.0012372, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:23:33,812 - yago11k_0.001 - [INFO] - [E:38| 300]: Train Loss:0.0012372, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:24:38,712 - yago11k_0.001 - [INFO] - [E:38| 400]: Train Loss:0.0012369, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:25:43,265 - yago11k_0.001 - [INFO] - [E:38| 500]: Train Loss:0.0012377, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:26:47,303 - yago11k_0.001 - [INFO] - [E:38| 600]: Train Loss:0.001238, Val MRR:0.30616, yago11k_0.001
2023-06-18 12:26:47,303 - yago11k_0.001 - [INFO] - [Epoch:38]: Training Loss:0.001238
2023-06-18 12:26:47,519 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 12:26:59,857 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 12:27:12,093 - yago11k_0.001 - [INFO] - [Evaluating Epoch 38 valid]:
MRR: Tail : 0.39128, Head : 0.22331, Avg : 0.3073
2023-06-18 12:27:13,674 - yago11k_0.001 - [INFO] - [Epoch 38]: Training Loss: 0.001238, Valid MRR: 0.3073,
2023-06-18 12:27:14,337 - yago11k_0.001 - [INFO] - [E:39| 0]: Train Loss:0.0012153, Val MRR:0.3073, yago11k_0.001
2023-06-18 12:28:18,925 - yago11k_0.001 - [INFO] - [E:39| 100]: Train Loss:0.0012302, Val MRR:0.3073, yago11k_0.001
2023-06-18 12:29:23,721 - yago11k_0.001 - [INFO] - [E:39| 200]: Train Loss:0.0012314, Val MRR:0.3073, yago11k_0.001
2023-06-18 12:30:28,364 - yago11k_0.001 - [INFO] - [E:39| 300]: Train Loss:0.0012316, Val MRR:0.3073, yago11k_0.001
2023-06-18 12:31:32,872 - yago11k_0.001 - [INFO] - [E:39| 400]: Train Loss:0.0012326, Val MRR:0.3073, yago11k_0.001
2023-06-18 12:32:37,448 - yago11k_0.001 - [INFO] - [E:39| 500]: Train Loss:0.0012325, Val MRR:0.3073, yago11k_0.001
2023-06-18 12:33:41,524 - yago11k_0.001 - [INFO] - [E:39| 600]: Train Loss:0.0012336, Val MRR:0.3073, yago11k_0.001
2023-06-18 12:33:41,524 - yago11k_0.001 - [INFO] - [Epoch:39]: Training Loss:0.001234
2023-06-18 12:33:41,740 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 12:33:54,113 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 12:34:06,310 - yago11k_0.001 - [INFO] - [Evaluating Epoch 39 valid]:
MRR: Tail : 0.39199, Head : 0.22389, Avg : 0.30794
MR: Tail : 766.41, Head : 1056.9, Avg : 911.68
Hit-1: Tail : 0.30759, Head : 0.18338, Avg : 0.24548
Hit-3: Tail : 0.42651, Head : 0.22173, Avg : 0.32412
Hit-10: Tail : 0.56821, Head : 0.30245, Avg : 0.43533
2023-06-18 12:34:07,725 - yago11k_0.001 - [INFO] - [Epoch 39]: Training Loss: 0.0012336, Valid MRR: 0.30794,
2023-06-18 12:34:08,389 - yago11k_0.001 - [INFO] - [E:40| 0]: Train Loss:0.00122, Val MRR:0.30794, yago11k_0.001
2023-06-18 12:35:12,895 - yago11k_0.001 - [INFO] - [E:40| 100]: Train Loss:0.0012213, Val MRR:0.30794, yago11k_0.001
2023-06-18 12:36:17,515 - yago11k_0.001 - [INFO] - [E:40| 200]: Train Loss:0.001225, Val MRR:0.30794, yago11k_0.001
2023-06-18 12:37:22,380 - yago11k_0.001 - [INFO] - [E:40| 300]: Train Loss:0.0012283, Val MRR:0.30794, yago11k_0.001
2023-06-18 12:38:26,891 - yago11k_0.001 - [INFO] - [E:40| 400]: Train Loss:0.0012285, Val MRR:0.30794, yago11k_0.001
2023-06-18 12:39:31,759 - yago11k_0.001 - [INFO] - [E:40| 500]: Train Loss:0.0012297, Val MRR:0.30794, yago11k_0.001
2023-06-18 12:40:36,020 - yago11k_0.001 - [INFO] - [E:40| 600]: Train Loss:0.0012304, Val MRR:0.30794, yago11k_0.001
2023-06-18 12:40:36,020 - yago11k_0.001 - [INFO] - [Epoch:40]: Training Loss:0.00123
2023-06-18 12:40:36,242 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 12:40:48,554 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 12:41:00,765 - yago11k_0.001 - [INFO] - [Evaluating Epoch 40 valid]:
MRR: Tail : 0.39201, Head : 0.2243, Avg : 0.30816
2023-06-18 12:41:02,334 - yago11k_0.001 - [INFO] - [Epoch 40]: Training Loss: 0.0012304, Valid MRR: 0.30816,
2023-06-18 12:41:03,002 - yago11k_0.001 - [INFO] - [E:41| 0]: Train Loss:0.0011845, Val MRR:0.30816, yago11k_0.001
2023-06-18 12:42:07,559 - yago11k_0.001 - [INFO] - [E:41| 100]: Train Loss:0.0012274, Val MRR:0.30816, yago11k_0.001
2023-06-18 12:43:12,013 - yago11k_0.001 - [INFO] - [E:41| 200]: Train Loss:0.0012278, Val MRR:0.30816, yago11k_0.001
2023-06-18 12:44:16,856 - yago11k_0.001 - [INFO] - [E:41| 300]: Train Loss:0.0012275, Val MRR:0.30816, yago11k_0.001
2023-06-18 12:45:21,451 - yago11k_0.001 - [INFO] - [E:41| 400]: Train Loss:0.0012277, Val MRR:0.30816, yago11k_0.001
2023-06-18 12:46:26,012 - yago11k_0.001 - [INFO] - [E:41| 500]: Train Loss:0.0012283, Val MRR:0.30816, yago11k_0.001
2023-06-18 12:47:30,085 - yago11k_0.001 - [INFO] - [E:41| 600]: Train Loss:0.0012277, Val MRR:0.30816, yago11k_0.001
2023-06-18 12:47:30,086 - yago11k_0.001 - [INFO] - [Epoch:41]: Training Loss:0.001228
2023-06-18 12:47:30,302 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 12:47:42,597 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 12:47:54,751 - yago11k_0.001 - [INFO] - [Evaluating Epoch 41 valid]:
MRR: Tail : 0.38518, Head : 0.23025, Avg : 0.30771
2023-06-18 12:47:54,752 - yago11k_0.001 - [INFO] - [Epoch 41]: Training Loss: 0.0012277, Valid MRR: 0.30816,
2023-06-18 12:47:55,412 - yago11k_0.001 - [INFO] - [E:42| 0]: Train Loss:0.0012292, Val MRR:0.30816, yago11k_0.001
2023-06-18 12:49:00,259 - yago11k_0.001 - [INFO] - [E:42| 100]: Train Loss:0.0012275, Val MRR:0.30816, yago11k_0.001
2023-06-18 12:50:04,856 - yago11k_0.001 - [INFO] - [E:42| 200]: Train Loss:0.0012257, Val MRR:0.30816, yago11k_0.001
2023-06-18 12:51:09,542 - yago11k_0.001 - [INFO] - [E:42| 300]: Train Loss:0.0012261, Val MRR:0.30816, yago11k_0.001
2023-06-18 12:52:14,017 - yago11k_0.001 - [INFO] - [E:42| 400]: Train Loss:0.0012249, Val MRR:0.30816, yago11k_0.001
2023-06-18 12:53:18,424 - yago11k_0.001 - [INFO] - [E:42| 500]: Train Loss:0.0012251, Val MRR:0.30816, yago11k_0.001
2023-06-18 12:54:22,493 - yago11k_0.001 - [INFO] - [E:42| 600]: Train Loss:0.0012249, Val MRR:0.30816, yago11k_0.001
2023-06-18 12:54:22,493 - yago11k_0.001 - [INFO] - [Epoch:42]: Training Loss:0.001225
2023-06-18 12:54:22,711 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 12:54:34,952 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 12:54:47,133 - yago11k_0.001 - [INFO] - [Evaluating Epoch 42 valid]:
MRR: Tail : 0.38215, Head : 0.22408, Avg : 0.30312
2023-06-18 12:54:47,133 - yago11k_0.001 - [INFO] - [Epoch 42]: Training Loss: 0.0012249, Valid MRR: 0.30816,
2023-06-18 12:54:47,808 - yago11k_0.001 - [INFO] - [E:43| 0]: Train Loss:0.0011944, Val MRR:0.30816, yago11k_0.001
2023-06-18 12:55:52,021 - yago11k_0.001 - [INFO] - [E:43| 100]: Train Loss:0.0012183, Val MRR:0.30816, yago11k_0.001
2023-06-18 12:56:56,474 - yago11k_0.001 - [INFO] - [E:43| 200]: Train Loss:0.0012217, Val MRR:0.30816, yago11k_0.001
2023-06-18 12:58:00,859 - yago11k_0.001 - [INFO] - [E:43| 300]: Train Loss:0.0012206, Val MRR:0.30816, yago11k_0.001
2023-06-18 12:59:05,394 - yago11k_0.001 - [INFO] - [E:43| 400]: Train Loss:0.001221, Val MRR:0.30816, yago11k_0.001
2023-06-18 13:00:09,966 - yago11k_0.001 - [INFO] - [E:43| 500]: Train Loss:0.0012212, Val MRR:0.30816, yago11k_0.001
2023-06-18 13:01:14,101 - yago11k_0.001 - [INFO] - [E:43| 600]: Train Loss:0.0012215, Val MRR:0.30816, yago11k_0.001
2023-06-18 13:01:14,102 - yago11k_0.001 - [INFO] - [Epoch:43]: Training Loss:0.001221
2023-06-18 13:01:14,325 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 13:01:26,562 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 13:01:38,757 - yago11k_0.001 - [INFO] - [Evaluating Epoch 43 valid]:
MRR: Tail : 0.39031, Head : 0.22647, Avg : 0.30839
2023-06-18 13:01:40,325 - yago11k_0.001 - [INFO] - [Epoch 43]: Training Loss: 0.0012215, Valid MRR: 0.30839,
2023-06-18 13:01:40,989 - yago11k_0.001 - [INFO] - [E:44| 0]: Train Loss:0.0011936, Val MRR:0.30839, yago11k_0.001
2023-06-18 13:02:45,473 - yago11k_0.001 - [INFO] - [E:44| 100]: Train Loss:0.0012158, Val MRR:0.30839, yago11k_0.001
2023-06-18 13:03:49,868 - yago11k_0.001 - [INFO] - [E:44| 200]: Train Loss:0.001217, Val MRR:0.30839, yago11k_0.001
2023-06-18 13:04:54,244 - yago11k_0.001 - [INFO] - [E:44| 300]: Train Loss:0.0012166, Val MRR:0.30839, yago11k_0.001
2023-06-18 13:05:58,593 - yago11k_0.001 - [INFO] - [E:44| 400]: Train Loss:0.0012184, Val MRR:0.30839, yago11k_0.001
2023-06-18 13:07:03,032 - yago11k_0.001 - [INFO] - [E:44| 500]: Train Loss:0.0012192, Val MRR:0.30839, yago11k_0.001
2023-06-18 13:08:06,953 - yago11k_0.001 - [INFO] - [E:44| 600]: Train Loss:0.0012198, Val MRR:0.30839, yago11k_0.001
2023-06-18 13:08:06,954 - yago11k_0.001 - [INFO] - [Epoch:44]: Training Loss:0.00122
2023-06-18 13:08:07,176 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 13:08:19,485 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 13:08:31,660 - yago11k_0.001 - [INFO] - [Evaluating Epoch 44 valid]:
MRR: Tail : 0.39429, Head : 0.22301, Avg : 0.30865
2023-06-18 13:08:33,366 - yago11k_0.001 - [INFO] - [Epoch 44]: Training Loss: 0.0012198, Valid MRR: 0.30865,
2023-06-18 13:08:34,016 - yago11k_0.001 - [INFO] - [E:45| 0]: Train Loss:0.0012085, Val MRR:0.30865, yago11k_0.001
2023-06-18 13:09:38,350 - yago11k_0.001 - [INFO] - [E:45| 100]: Train Loss:0.0012156, Val MRR:0.30865, yago11k_0.001
2023-06-18 13:10:42,712 - yago11k_0.001 - [INFO] - [E:45| 200]: Train Loss:0.0012139, Val MRR:0.30865, yago11k_0.001
2023-06-18 13:11:47,105 - yago11k_0.001 - [INFO] - [E:45| 300]: Train Loss:0.0012146, Val MRR:0.30865, yago11k_0.001
2023-06-18 13:12:51,462 - yago11k_0.001 - [INFO] - [E:45| 400]: Train Loss:0.0012153, Val MRR:0.30865, yago11k_0.001
2023-06-18 13:13:55,658 - yago11k_0.001 - [INFO] - [E:45| 500]: Train Loss:0.0012157, Val MRR:0.30865, yago11k_0.001
2023-06-18 13:14:59,385 - yago11k_0.001 - [INFO] - [E:45| 600]: Train Loss:0.001216, Val MRR:0.30865, yago11k_0.001
2023-06-18 13:14:59,386 - yago11k_0.001 - [INFO] - [Epoch:45]: Training Loss:0.001216
2023-06-18 13:14:59,602 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 13:15:11,816 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 13:15:23,966 - yago11k_0.001 - [INFO] - [Evaluating Epoch 45 valid]:
MRR: Tail : 0.38768, Head : 0.22776, Avg : 0.30772
2023-06-18 13:15:23,967 - yago11k_0.001 - [INFO] - [Epoch 45]: Training Loss: 0.001216, Valid MRR: 0.30865,
2023-06-18 13:15:24,625 - yago11k_0.001 - [INFO] - [E:46| 0]: Train Loss:0.0012007, Val MRR:0.30865, yago11k_0.001
2023-06-18 13:16:28,923 - yago11k_0.001 - [INFO] - [E:46| 100]: Train Loss:0.0012071, Val MRR:0.30865, yago11k_0.001
2023-06-18 13:17:33,256 - yago11k_0.001 - [INFO] - [E:46| 200]: Train Loss:0.0012102, Val MRR:0.30865, yago11k_0.001
2023-06-18 13:18:37,703 - yago11k_0.001 - [INFO] - [E:46| 300]: Train Loss:0.0012127, Val MRR:0.30865, yago11k_0.001
2023-06-18 13:19:42,026 - yago11k_0.001 - [INFO] - [E:46| 400]: Train Loss:0.0012125, Val MRR:0.30865, yago11k_0.001
2023-06-18 13:20:46,463 - yago11k_0.001 - [INFO] - [E:46| 500]: Train Loss:0.0012133, Val MRR:0.30865, yago11k_0.001
2023-06-18 13:21:50,327 - yago11k_0.001 - [INFO] - [E:46| 600]: Train Loss:0.0012131, Val MRR:0.30865, yago11k_0.001
2023-06-18 13:21:50,328 - yago11k_0.001 - [INFO] - [Epoch:46]: Training Loss:0.001213
2023-06-18 13:21:50,549 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 13:22:02,835 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 13:22:15,058 - yago11k_0.001 - [INFO] - [Evaluating Epoch 46 valid]:
MRR: Tail : 0.39713, Head : 0.22528, Avg : 0.31121
2023-06-18 13:22:16,779 - yago11k_0.001 - [INFO] - [Epoch 46]: Training Loss: 0.0012131, Valid MRR: 0.31121,
2023-06-18 13:22:17,450 - yago11k_0.001 - [INFO] - [E:47| 0]: Train Loss:0.0011763, Val MRR:0.31121, yago11k_0.001
2023-06-18 13:23:21,809 - yago11k_0.001 - [INFO] - [E:47| 100]: Train Loss:0.0012089, Val MRR:0.31121, yago11k_0.001
2023-06-18 13:24:26,177 - yago11k_0.001 - [INFO] - [E:47| 200]: Train Loss:0.0012073, Val MRR:0.31121, yago11k_0.001
2023-06-18 13:25:30,580 - yago11k_0.001 - [INFO] - [E:47| 300]: Train Loss:0.0012082, Val MRR:0.31121, yago11k_0.001
2023-06-18 13:26:34,858 - yago11k_0.001 - [INFO] - [E:47| 400]: Train Loss:0.0012093, Val MRR:0.31121, yago11k_0.001
2023-06-18 13:27:39,170 - yago11k_0.001 - [INFO] - [E:47| 500]: Train Loss:0.0012102, Val MRR:0.31121, yago11k_0.001
2023-06-18 13:28:43,111 - yago11k_0.001 - [INFO] - [E:47| 600]: Train Loss:0.0012108, Val MRR:0.31121, yago11k_0.001
2023-06-18 13:28:43,111 - yago11k_0.001 - [INFO] - [Epoch:47]: Training Loss:0.001211
2023-06-18 13:28:43,327 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 13:28:55,612 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 13:29:07,763 - yago11k_0.001 - [INFO] - [Evaluating Epoch 47 valid]:
MRR: Tail : 0.3919, Head : 0.2272, Avg : 0.30955
2023-06-18 13:29:07,763 - yago11k_0.001 - [INFO] - [Epoch 47]: Training Loss: 0.0012108, Valid MRR: 0.31121,
2023-06-18 13:29:08,420 - yago11k_0.001 - [INFO] - [E:48| 0]: Train Loss:0.0012158, Val MRR:0.31121, yago11k_0.001
2023-06-18 13:30:12,777 - yago11k_0.001 - [INFO] - [E:48| 100]: Train Loss:0.0012062, Val MRR:0.31121, yago11k_0.001
2023-06-18 13:31:17,229 - yago11k_0.001 - [INFO] - [E:48| 200]: Train Loss:0.0012051, Val MRR:0.31121, yago11k_0.001
2023-06-18 13:32:21,528 - yago11k_0.001 - [INFO] - [E:48| 300]: Train Loss:0.0012061, Val MRR:0.31121, yago11k_0.001
2023-06-18 13:33:25,776 - yago11k_0.001 - [INFO] - [E:48| 400]: Train Loss:0.0012068, Val MRR:0.31121, yago11k_0.001
2023-06-18 13:34:30,061 - yago11k_0.001 - [INFO] - [E:48| 500]: Train Loss:0.0012071, Val MRR:0.31121, yago11k_0.001
2023-06-18 13:35:33,988 - yago11k_0.001 - [INFO] - [E:48| 600]: Train Loss:0.0012083, Val MRR:0.31121, yago11k_0.001
2023-06-18 13:35:33,989 - yago11k_0.001 - [INFO] - [Epoch:48]: Training Loss:0.001208
2023-06-18 13:35:34,213 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 13:35:46,453 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 13:35:58,613 - yago11k_0.001 - [INFO] - [Evaluating Epoch 48 valid]:
MRR: Tail : 0.39424, Head : 0.22894, Avg : 0.31159
2023-06-18 13:36:00,188 - yago11k_0.001 - [INFO] - [Epoch 48]: Training Loss: 0.0012083, Valid MRR: 0.31159,
2023-06-18 13:36:00,841 - yago11k_0.001 - [INFO] - [E:49| 0]: Train Loss:0.001181, Val MRR:0.31159, yago11k_0.001
2023-06-18 13:37:05,077 - yago11k_0.001 - [INFO] - [E:49| 100]: Train Loss:0.0012059, Val MRR:0.31159, yago11k_0.001
2023-06-18 13:38:09,310 - yago11k_0.001 - [INFO] - [E:49| 200]: Train Loss:0.0012033, Val MRR:0.31159, yago11k_0.001
2023-06-18 13:39:13,798 - yago11k_0.001 - [INFO] - [E:49| 300]: Train Loss:0.0012058, Val MRR:0.31159, yago11k_0.001
2023-06-18 13:40:18,000 - yago11k_0.001 - [INFO] - [E:49| 400]: Train Loss:0.0012067, Val MRR:0.31159, yago11k_0.001
2023-06-18 13:41:22,318 - yago11k_0.001 - [INFO] - [E:49| 500]: Train Loss:0.0012064, Val MRR:0.31159, yago11k_0.001
2023-06-18 13:42:26,122 - yago11k_0.001 - [INFO] - [E:49| 600]: Train Loss:0.0012061, Val MRR:0.31159, yago11k_0.001
2023-06-18 13:42:26,122 - yago11k_0.001 - [INFO] - [Epoch:49]: Training Loss:0.001206
2023-06-18 13:42:26,343 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 13:42:38,598 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 13:42:50,758 - yago11k_0.001 - [INFO] - [Evaluating Epoch 49 valid]:
MRR: Tail : 0.39681, Head : 0.22797, Avg : 0.31239
MR: Tail : 851.11, Head : 1155.5, Avg : 1003.3
Hit-1: Tail : 0.3105, Head : 0.18825, Avg : 0.24937
Hit-3: Tail : 0.43373, Head : 0.22673, Avg : 0.33023
Hit-10: Tail : 0.56877, Head : 0.29703, Avg : 0.4329
2023-06-18 13:42:52,446 - yago11k_0.001 - [INFO] - [Epoch 49]: Training Loss: 0.0012061, Valid MRR: 0.31239,
2023-06-18 13:42:53,121 - yago11k_0.001 - [INFO] - [E:50| 0]: Train Loss:0.001176, Val MRR:0.31239, yago11k_0.001
2023-06-18 13:43:57,449 - yago11k_0.001 - [INFO] - [E:50| 100]: Train Loss:0.0011977, Val MRR:0.31239, yago11k_0.001
2023-06-18 13:45:01,784 - yago11k_0.001 - [INFO] - [E:50| 200]: Train Loss:0.0011994, Val MRR:0.31239, yago11k_0.001
2023-06-18 13:46:06,042 - yago11k_0.001 - [INFO] - [E:50| 300]: Train Loss:0.0012009, Val MRR:0.31239, yago11k_0.001
2023-06-18 13:47:10,366 - yago11k_0.001 - [INFO] - [E:50| 400]: Train Loss:0.0012022, Val MRR:0.31239, yago11k_0.001
2023-06-18 13:48:14,722 - yago11k_0.001 - [INFO] - [E:50| 500]: Train Loss:0.0012029, Val MRR:0.31239, yago11k_0.001
2023-06-18 13:49:18,561 - yago11k_0.001 - [INFO] - [E:50| 600]: Train Loss:0.0012037, Val MRR:0.31239, yago11k_0.001
2023-06-18 13:49:18,562 - yago11k_0.001 - [INFO] - [Epoch:50]: Training Loss:0.001204
2023-06-18 13:49:18,777 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 13:49:31,032 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 13:49:43,204 - yago11k_0.001 - [INFO] - [Evaluating Epoch 50 valid]:
MRR: Tail : 0.38869, Head : 0.22814, Avg : 0.30841
2023-06-18 13:49:43,204 - yago11k_0.001 - [INFO] - [Epoch 50]: Training Loss: 0.0012037, Valid MRR: 0.31239,
2023-06-18 13:49:43,855 - yago11k_0.001 - [INFO] - [E:51| 0]: Train Loss:0.0011945, Val MRR:0.31239, yago11k_0.001
2023-06-18 13:50:48,361 - yago11k_0.001 - [INFO] - [E:51| 100]: Train Loss:0.0011984, Val MRR:0.31239, yago11k_0.001
2023-06-18 13:51:52,759 - yago11k_0.001 - [INFO] - [E:51| 200]: Train Loss:0.0011994, Val MRR:0.31239, yago11k_0.001
2023-06-18 13:52:57,221 - yago11k_0.001 - [INFO] - [E:51| 300]: Train Loss:0.0011996, Val MRR:0.31239, yago11k_0.001
2023-06-18 13:54:01,700 - yago11k_0.001 - [INFO] - [E:51| 400]: Train Loss:0.0012009, Val MRR:0.31239, yago11k_0.001
2023-06-18 13:55:06,274 - yago11k_0.001 - [INFO] - [E:51| 500]: Train Loss:0.0012011, Val MRR:0.31239, yago11k_0.001
2023-06-18 13:56:10,619 - yago11k_0.001 - [INFO] - [E:51| 600]: Train Loss:0.0012022, Val MRR:0.31239, yago11k_0.001
2023-06-18 13:56:10,620 - yago11k_0.001 - [INFO] - [Epoch:51]: Training Loss:0.001202
2023-06-18 13:56:10,843 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 13:56:23,178 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 13:56:35,392 - yago11k_0.001 - [INFO] - [Evaluating Epoch 51 valid]:
MRR: Tail : 0.39432, Head : 0.22563, Avg : 0.30997
2023-06-18 13:56:35,392 - yago11k_0.001 - [INFO] - [Epoch 51]: Training Loss: 0.0012022, Valid MRR: 0.31239,
2023-06-18 13:56:36,046 - yago11k_0.001 - [INFO] - [E:52| 0]: Train Loss:0.0011948, Val MRR:0.31239, yago11k_0.001
2023-06-18 13:57:40,510 - yago11k_0.001 - [INFO] - [E:52| 100]: Train Loss:0.001197, Val MRR:0.31239, yago11k_0.001
2023-06-18 13:58:45,251 - yago11k_0.001 - [INFO] - [E:52| 200]: Train Loss:0.0011967, Val MRR:0.31239, yago11k_0.001
2023-06-18 13:59:49,951 - yago11k_0.001 - [INFO] - [E:52| 300]: Train Loss:0.0011987, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:00:54,690 - yago11k_0.001 - [INFO] - [E:52| 400]: Train Loss:0.0011994, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:01:59,289 - yago11k_0.001 - [INFO] - [E:52| 500]: Train Loss:0.0011997, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:03:03,579 - yago11k_0.001 - [INFO] - [E:52| 600]: Train Loss:0.0012, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:03:03,579 - yago11k_0.001 - [INFO] - [Epoch:52]: Training Loss:0.0012
2023-06-18 14:03:03,800 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 14:03:16,104 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 14:03:28,263 - yago11k_0.001 - [INFO] - [Evaluating Epoch 52 valid]:
MRR: Tail : 0.39838, Head : 0.22543, Avg : 0.3119
2023-06-18 14:03:28,264 - yago11k_0.001 - [INFO] - [Epoch 52]: Training Loss: 0.0012, Valid MRR: 0.31239,
2023-06-18 14:03:28,923 - yago11k_0.001 - [INFO] - [E:53| 0]: Train Loss:0.00119, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:04:33,454 - yago11k_0.001 - [INFO] - [E:53| 100]: Train Loss:0.0011928, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:05:38,004 - yago11k_0.001 - [INFO] - [E:53| 200]: Train Loss:0.0011953, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:06:42,713 - yago11k_0.001 - [INFO] - [E:53| 300]: Train Loss:0.0011959, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:07:47,221 - yago11k_0.001 - [INFO] - [E:53| 400]: Train Loss:0.0011965, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:08:51,777 - yago11k_0.001 - [INFO] - [E:53| 500]: Train Loss:0.0011965, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:09:56,183 - yago11k_0.001 - [INFO] - [E:53| 600]: Train Loss:0.0011981, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:09:56,183 - yago11k_0.001 - [INFO] - [Epoch:53]: Training Loss:0.001198
2023-06-18 14:09:56,405 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 14:10:08,670 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 14:10:20,900 - yago11k_0.001 - [INFO] - [Evaluating Epoch 53 valid]:
MRR: Tail : 0.39223, Head : 0.22404, Avg : 0.30813
2023-06-18 14:10:20,900 - yago11k_0.001 - [INFO] - [Epoch 53]: Training Loss: 0.0011981, Valid MRR: 0.31239,
2023-06-18 14:10:21,548 - yago11k_0.001 - [INFO] - [E:54| 0]: Train Loss:0.001165, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:11:26,087 - yago11k_0.001 - [INFO] - [E:54| 100]: Train Loss:0.001194, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:12:30,681 - yago11k_0.001 - [INFO] - [E:54| 200]: Train Loss:0.0011934, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:13:35,278 - yago11k_0.001 - [INFO] - [E:54| 300]: Train Loss:0.0011942, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:14:39,976 - yago11k_0.001 - [INFO] - [E:54| 400]: Train Loss:0.0011952, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:15:44,597 - yago11k_0.001 - [INFO] - [E:54| 500]: Train Loss:0.0011952, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:16:49,054 - yago11k_0.001 - [INFO] - [E:54| 600]: Train Loss:0.0011968, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:16:49,055 - yago11k_0.001 - [INFO] - [Epoch:54]: Training Loss:0.001197
2023-06-18 14:16:49,277 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 14:17:01,612 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 14:17:13,858 - yago11k_0.001 - [INFO] - [Evaluating Epoch 54 valid]:
MRR: Tail : 0.38774, Head : 0.22512, Avg : 0.30643
2023-06-18 14:17:13,858 - yago11k_0.001 - [INFO] - [Epoch 54]: Training Loss: 0.0011968, Valid MRR: 0.31239,
2023-06-18 14:17:14,516 - yago11k_0.001 - [INFO] - [E:55| 0]: Train Loss:0.0012037, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:18:19,080 - yago11k_0.001 - [INFO] - [E:55| 100]: Train Loss:0.0011961, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:19:23,671 - yago11k_0.001 - [INFO] - [E:55| 200]: Train Loss:0.0011945, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:20:28,329 - yago11k_0.001 - [INFO] - [E:55| 300]: Train Loss:0.001195, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:21:32,942 - yago11k_0.001 - [INFO] - [E:55| 400]: Train Loss:0.0011951, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:22:37,638 - yago11k_0.001 - [INFO] - [E:55| 500]: Train Loss:0.0011953, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:23:41,835 - yago11k_0.001 - [INFO] - [E:55| 600]: Train Loss:0.0011953, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:23:41,836 - yago11k_0.001 - [INFO] - [Epoch:55]: Training Loss:0.001195
2023-06-18 14:23:42,059 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 14:23:54,431 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 14:24:06,653 - yago11k_0.001 - [INFO] - [Evaluating Epoch 55 valid]:
MRR: Tail : 0.387, Head : 0.2254, Avg : 0.3062
2023-06-18 14:24:06,653 - yago11k_0.001 - [INFO] - [Epoch 55]: Training Loss: 0.0011953, Valid MRR: 0.31239,
2023-06-18 14:24:07,325 - yago11k_0.001 - [INFO] - [E:56| 0]: Train Loss:0.0011555, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:25:12,019 - yago11k_0.001 - [INFO] - [E:56| 100]: Train Loss:0.0011927, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:26:16,579 - yago11k_0.001 - [INFO] - [E:56| 200]: Train Loss:0.0011927, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:27:21,258 - yago11k_0.001 - [INFO] - [E:56| 300]: Train Loss:0.001192, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:28:25,854 - yago11k_0.001 - [INFO] - [E:56| 400]: Train Loss:0.0011925, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:29:30,497 - yago11k_0.001 - [INFO] - [E:56| 500]: Train Loss:0.0011928, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:30:34,640 - yago11k_0.001 - [INFO] - [E:56| 600]: Train Loss:0.0011934, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:30:34,641 - yago11k_0.001 - [INFO] - [Epoch:56]: Training Loss:0.001193
2023-06-18 14:30:34,865 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 14:30:47,256 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 14:30:59,487 - yago11k_0.001 - [INFO] - [Evaluating Epoch 56 valid]:
MRR: Tail : 0.39074, Head : 0.22904, Avg : 0.30989
2023-06-18 14:30:59,487 - yago11k_0.001 - [INFO] - [Epoch 56]: Training Loss: 0.0011934, Valid MRR: 0.31239,
2023-06-18 14:31:00,139 - yago11k_0.001 - [INFO] - [E:57| 0]: Train Loss:0.00124, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:32:04,618 - yago11k_0.001 - [INFO] - [E:57| 100]: Train Loss:0.0011874, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:33:09,263 - yago11k_0.001 - [INFO] - [E:57| 200]: Train Loss:0.00119, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:34:14,133 - yago11k_0.001 - [INFO] - [E:57| 300]: Train Loss:0.0011914, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:35:18,863 - yago11k_0.001 - [INFO] - [E:57| 400]: Train Loss:0.0011912, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:36:23,305 - yago11k_0.001 - [INFO] - [E:57| 500]: Train Loss:0.001191, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:37:27,352 - yago11k_0.001 - [INFO] - [E:57| 600]: Train Loss:0.0011917, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:37:27,353 - yago11k_0.001 - [INFO] - [Epoch:57]: Training Loss:0.001192
2023-06-18 14:37:27,575 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 14:37:39,920 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 14:37:52,170 - yago11k_0.001 - [INFO] - [Evaluating Epoch 57 valid]:
MRR: Tail : 0.3867, Head : 0.22429, Avg : 0.30549
2023-06-18 14:37:52,170 - yago11k_0.001 - [INFO] - [Epoch 57]: Training Loss: 0.0011917, Valid MRR: 0.31239,
2023-06-18 14:37:52,833 - yago11k_0.001 - [INFO] - [E:58| 0]: Train Loss:0.0011927, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:38:57,494 - yago11k_0.001 - [INFO] - [E:58| 100]: Train Loss:0.001188, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:40:02,018 - yago11k_0.001 - [INFO] - [E:58| 200]: Train Loss:0.0011897, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:41:06,701 - yago11k_0.001 - [INFO] - [E:58| 300]: Train Loss:0.00119, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:42:11,287 - yago11k_0.001 - [INFO] - [E:58| 400]: Train Loss:0.0011892, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:43:15,961 - yago11k_0.001 - [INFO] - [E:58| 500]: Train Loss:0.0011895, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:44:20,257 - yago11k_0.001 - [INFO] - [E:58| 600]: Train Loss:0.00119, Val MRR:0.31239, yago11k_0.001
2023-06-18 14:44:20,258 - yago11k_0.001 - [INFO] - [Epoch:58]: Training Loss:0.00119
2023-06-18 14:44:20,479 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 14:44:32,814 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 14:44:45,027 - yago11k_0.001 - [INFO] - [Evaluating Epoch 58 valid]:
MRR: Tail : 0.40025, Head : 0.22559, Avg : 0.31292
2023-06-18 14:44:46,619 - yago11k_0.001 - [INFO] - [Epoch 58]: Training Loss: 0.00119, Valid MRR: 0.31292,
2023-06-18 14:44:47,289 - yago11k_0.001 - [INFO] - [E:59| 0]: Train Loss:0.0011553, Val MRR:0.31292, yago11k_0.001
2023-06-18 14:45:51,713 - yago11k_0.001 - [INFO] - [E:59| 100]: Train Loss:0.0011861, Val MRR:0.31292, yago11k_0.001
2023-06-18 14:46:56,395 - yago11k_0.001 - [INFO] - [E:59| 200]: Train Loss:0.0011847, Val MRR:0.31292, yago11k_0.001
2023-06-18 14:48:01,124 - yago11k_0.001 - [INFO] - [E:59| 300]: Train Loss:0.0011861, Val MRR:0.31292, yago11k_0.001
2023-06-18 14:49:05,777 - yago11k_0.001 - [INFO] - [E:59| 400]: Train Loss:0.0011866, Val MRR:0.31292, yago11k_0.001
2023-06-18 14:50:10,379 - yago11k_0.001 - [INFO] - [E:59| 500]: Train Loss:0.0011866, Val MRR:0.31292, yago11k_0.001
2023-06-18 14:51:14,605 - yago11k_0.001 - [INFO] - [E:59| 600]: Train Loss:0.0011881, Val MRR:0.31292, yago11k_0.001
2023-06-18 14:51:14,606 - yago11k_0.001 - [INFO] - [Epoch:59]: Training Loss:0.001188
2023-06-18 14:51:14,824 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 14:51:27,157 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 14:51:39,325 - yago11k_0.001 - [INFO] - [Evaluating Epoch 59 valid]:
MRR: Tail : 0.39519, Head : 0.23072, Avg : 0.31295
MR: Tail : 895.86, Head : 1138.4, Avg : 1017.1
Hit-1: Tail : 0.31078, Head : 0.19019, Avg : 0.25049
Hit-3: Tail : 0.44026, Head : 0.22451, Avg : 0.33238
Hit-10: Tail : 0.56057, Head : 0.31439, Avg : 0.43748
2023-06-18 14:51:41,076 - yago11k_0.001 - [INFO] - [Epoch 59]: Training Loss: 0.0011881, Valid MRR: 0.31295,
2023-06-18 14:51:41,744 - yago11k_0.001 - [INFO] - [E:60| 0]: Train Loss:0.0011529, Val MRR:0.31295, yago11k_0.001
2023-06-18 14:52:46,484 - yago11k_0.001 - [INFO] - [E:60| 100]: Train Loss:0.0011832, Val MRR:0.31295, yago11k_0.001
2023-06-18 14:53:51,167 - yago11k_0.001 - [INFO] - [E:60| 200]: Train Loss:0.0011856, Val MRR:0.31295, yago11k_0.001
2023-06-18 14:54:56,099 - yago11k_0.001 - [INFO] - [E:60| 300]: Train Loss:0.001184, Val MRR:0.31295, yago11k_0.001
2023-06-18 14:56:00,660 - yago11k_0.001 - [INFO] - [E:60| 400]: Train Loss:0.0011852, Val MRR:0.31295, yago11k_0.001
2023-06-18 14:57:05,428 - yago11k_0.001 - [INFO] - [E:60| 500]: Train Loss:0.0011853, Val MRR:0.31295, yago11k_0.001
2023-06-18 14:58:09,803 - yago11k_0.001 - [INFO] - [E:60| 600]: Train Loss:0.0011864, Val MRR:0.31295, yago11k_0.001
2023-06-18 14:58:09,804 - yago11k_0.001 - [INFO] - [Epoch:60]: Training Loss:0.001186
2023-06-18 14:58:10,025 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 14:58:22,313 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 14:58:34,562 - yago11k_0.001 - [INFO] - [Evaluating Epoch 60 valid]:
MRR: Tail : 0.39767, Head : 0.2282, Avg : 0.31293
2023-06-18 14:58:34,562 - yago11k_0.001 - [INFO] - [Epoch 60]: Training Loss: 0.0011864, Valid MRR: 0.31295,
2023-06-18 14:58:35,235 - yago11k_0.001 - [INFO] - [E:61| 0]: Train Loss:0.0011831, Val MRR:0.31295, yago11k_0.001
2023-06-18 14:59:39,724 - yago11k_0.001 - [INFO] - [E:61| 100]: Train Loss:0.0011828, Val MRR:0.31295, yago11k_0.001
2023-06-18 15:00:44,506 - yago11k_0.001 - [INFO] - [E:61| 200]: Train Loss:0.0011857, Val MRR:0.31295, yago11k_0.001
2023-06-18 15:01:49,173 - yago11k_0.001 - [INFO] - [E:61| 300]: Train Loss:0.0011846, Val MRR:0.31295, yago11k_0.001
2023-06-18 15:02:53,849 - yago11k_0.001 - [INFO] - [E:61| 400]: Train Loss:0.0011848, Val MRR:0.31295, yago11k_0.001
2023-06-18 15:03:58,572 - yago11k_0.001 - [INFO] - [E:61| 500]: Train Loss:0.0011849, Val MRR:0.31295, yago11k_0.001
2023-06-18 15:05:02,789 - yago11k_0.001 - [INFO] - [E:61| 600]: Train Loss:0.0011856, Val MRR:0.31295, yago11k_0.001
2023-06-18 15:05:02,789 - yago11k_0.001 - [INFO] - [Epoch:61]: Training Loss:0.001186
2023-06-18 15:05:03,007 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 15:05:15,368 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 15:05:27,630 - yago11k_0.001 - [INFO] - [Evaluating Epoch 61 valid]:
MRR: Tail : 0.40314, Head : 0.22391, Avg : 0.31352
2023-06-18 15:05:29,327 - yago11k_0.001 - [INFO] - [Epoch 61]: Training Loss: 0.0011856, Valid MRR: 0.31352,
2023-06-18 15:05:29,999 - yago11k_0.001 - [INFO] - [E:62| 0]: Train Loss:0.0011518, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:06:34,577 - yago11k_0.001 - [INFO] - [E:62| 100]: Train Loss:0.0011794, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:07:39,129 - yago11k_0.001 - [INFO] - [E:62| 200]: Train Loss:0.0011817, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:08:43,674 - yago11k_0.001 - [INFO] - [E:62| 300]: Train Loss:0.0011818, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:09:48,286 - yago11k_0.001 - [INFO] - [E:62| 400]: Train Loss:0.0011832, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:10:52,827 - yago11k_0.001 - [INFO] - [E:62| 500]: Train Loss:0.0011843, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:11:57,112 - yago11k_0.001 - [INFO] - [E:62| 600]: Train Loss:0.0011842, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:11:57,112 - yago11k_0.001 - [INFO] - [Epoch:62]: Training Loss:0.001184
2023-06-18 15:11:57,334 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 15:12:09,632 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 15:12:21,823 - yago11k_0.001 - [INFO] - [Evaluating Epoch 62 valid]:
MRR: Tail : 0.39641, Head : 0.22621, Avg : 0.31131
2023-06-18 15:12:21,824 - yago11k_0.001 - [INFO] - [Epoch 62]: Training Loss: 0.0011842, Valid MRR: 0.31352,
2023-06-18 15:12:22,476 - yago11k_0.001 - [INFO] - [E:63| 0]: Train Loss:0.001173, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:13:27,072 - yago11k_0.001 - [INFO] - [E:63| 100]: Train Loss:0.0011824, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:14:31,484 - yago11k_0.001 - [INFO] - [E:63| 200]: Train Loss:0.0011831, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:15:35,880 - yago11k_0.001 - [INFO] - [E:63| 300]: Train Loss:0.0011821, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:16:40,571 - yago11k_0.001 - [INFO] - [E:63| 400]: Train Loss:0.0011833, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:17:45,221 - yago11k_0.001 - [INFO] - [E:63| 500]: Train Loss:0.0011832, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:18:49,552 - yago11k_0.001 - [INFO] - [E:63| 600]: Train Loss:0.0011833, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:18:49,552 - yago11k_0.001 - [INFO] - [Epoch:63]: Training Loss:0.001183
2023-06-18 15:18:49,770 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 15:19:02,066 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 15:19:14,243 - yago11k_0.001 - [INFO] - [Evaluating Epoch 63 valid]:
MRR: Tail : 0.3936, Head : 0.22675, Avg : 0.31017
2023-06-18 15:19:14,243 - yago11k_0.001 - [INFO] - [Epoch 63]: Training Loss: 0.0011833, Valid MRR: 0.31352,
2023-06-18 15:19:14,896 - yago11k_0.001 - [INFO] - [E:64| 0]: Train Loss:0.0011619, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:20:19,441 - yago11k_0.001 - [INFO] - [E:64| 100]: Train Loss:0.0011769, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:21:24,069 - yago11k_0.001 - [INFO] - [E:64| 200]: Train Loss:0.0011769, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:22:28,686 - yago11k_0.001 - [INFO] - [E:64| 300]: Train Loss:0.0011788, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:23:33,493 - yago11k_0.001 - [INFO] - [E:64| 400]: Train Loss:0.0011803, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:24:38,074 - yago11k_0.001 - [INFO] - [E:64| 500]: Train Loss:0.0011806, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:25:42,268 - yago11k_0.001 - [INFO] - [E:64| 600]: Train Loss:0.0011817, Val MRR:0.31352, yago11k_0.001
2023-06-18 15:25:42,268 - yago11k_0.001 - [INFO] - [Epoch:64]: Training Loss:0.001182
2023-06-18 15:25:42,491 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 15:25:54,879 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 15:26:07,073 - yago11k_0.001 - [INFO] - [Evaluating Epoch 64 valid]:
MRR: Tail : 0.40692, Head : 0.22628, Avg : 0.3166
2023-06-18 15:26:08,794 - yago11k_0.001 - [INFO] - [Epoch 64]: Training Loss: 0.0011817, Valid MRR: 0.3166,
2023-06-18 15:26:09,473 - yago11k_0.001 - [INFO] - [E:65| 0]: Train Loss:0.0011863, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:27:13,934 - yago11k_0.001 - [INFO] - [E:65| 100]: Train Loss:0.0011802, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:28:18,588 - yago11k_0.001 - [INFO] - [E:65| 200]: Train Loss:0.0011791, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:29:23,455 - yago11k_0.001 - [INFO] - [E:65| 300]: Train Loss:0.001179, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:30:28,275 - yago11k_0.001 - [INFO] - [E:65| 400]: Train Loss:0.0011795, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:31:33,000 - yago11k_0.001 - [INFO] - [E:65| 500]: Train Loss:0.0011799, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:32:37,479 - yago11k_0.001 - [INFO] - [E:65| 600]: Train Loss:0.0011809, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:32:37,479 - yago11k_0.001 - [INFO] - [Epoch:65]: Training Loss:0.001181
2023-06-18 15:32:37,702 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 15:32:50,030 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 15:33:02,127 - yago11k_0.001 - [INFO] - [Evaluating Epoch 65 valid]:
MRR: Tail : 0.40419, Head : 0.2269, Avg : 0.31554
2023-06-18 15:33:02,127 - yago11k_0.001 - [INFO] - [Epoch 65]: Training Loss: 0.0011809, Valid MRR: 0.3166,
2023-06-18 15:33:02,787 - yago11k_0.001 - [INFO] - [E:66| 0]: Train Loss:0.0011926, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:34:07,411 - yago11k_0.001 - [INFO] - [E:66| 100]: Train Loss:0.001178, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:35:12,075 - yago11k_0.001 - [INFO] - [E:66| 200]: Train Loss:0.0011762, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:36:16,739 - yago11k_0.001 - [INFO] - [E:66| 300]: Train Loss:0.0011779, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:37:21,371 - yago11k_0.001 - [INFO] - [E:66| 400]: Train Loss:0.0011786, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:38:26,060 - yago11k_0.001 - [INFO] - [E:66| 500]: Train Loss:0.0011783, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:39:30,333 - yago11k_0.001 - [INFO] - [E:66| 600]: Train Loss:0.0011791, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:39:30,334 - yago11k_0.001 - [INFO] - [Epoch:66]: Training Loss:0.001179
2023-06-18 15:39:30,551 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 15:39:42,852 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 15:39:55,091 - yago11k_0.001 - [INFO] - [Evaluating Epoch 66 valid]:
MRR: Tail : 0.39889, Head : 0.22924, Avg : 0.31406
2023-06-18 15:39:55,092 - yago11k_0.001 - [INFO] - [Epoch 66]: Training Loss: 0.0011791, Valid MRR: 0.3166,
2023-06-18 15:39:55,765 - yago11k_0.001 - [INFO] - [E:67| 0]: Train Loss:0.0011683, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:41:00,552 - yago11k_0.001 - [INFO] - [E:67| 100]: Train Loss:0.0011778, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:42:05,242 - yago11k_0.001 - [INFO] - [E:67| 200]: Train Loss:0.0011763, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:43:09,894 - yago11k_0.001 - [INFO] - [E:67| 300]: Train Loss:0.0011767, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:44:14,556 - yago11k_0.001 - [INFO] - [E:67| 400]: Train Loss:0.0011775, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:45:19,387 - yago11k_0.001 - [INFO] - [E:67| 500]: Train Loss:0.0011779, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:46:23,675 - yago11k_0.001 - [INFO] - [E:67| 600]: Train Loss:0.0011782, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:46:23,676 - yago11k_0.001 - [INFO] - [Epoch:67]: Training Loss:0.001178
2023-06-18 15:46:23,897 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 15:46:36,251 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 15:46:48,486 - yago11k_0.001 - [INFO] - [Evaluating Epoch 67 valid]:
MRR: Tail : 0.39919, Head : 0.22763, Avg : 0.31341
2023-06-18 15:46:48,486 - yago11k_0.001 - [INFO] - [Epoch 67]: Training Loss: 0.0011782, Valid MRR: 0.3166,
2023-06-18 15:46:49,151 - yago11k_0.001 - [INFO] - [E:68| 0]: Train Loss:0.0011881, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:47:53,739 - yago11k_0.001 - [INFO] - [E:68| 100]: Train Loss:0.001179, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:48:58,376 - yago11k_0.001 - [INFO] - [E:68| 200]: Train Loss:0.0011775, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:50:03,158 - yago11k_0.001 - [INFO] - [E:68| 300]: Train Loss:0.0011763, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:51:07,790 - yago11k_0.001 - [INFO] - [E:68| 400]: Train Loss:0.0011765, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:52:12,422 - yago11k_0.001 - [INFO] - [E:68| 500]: Train Loss:0.0011766, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:53:16,526 - yago11k_0.001 - [INFO] - [E:68| 600]: Train Loss:0.0011772, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:53:16,527 - yago11k_0.001 - [INFO] - [Epoch:68]: Training Loss:0.001177
2023-06-18 15:53:16,749 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 15:53:29,099 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 15:53:41,336 - yago11k_0.001 - [INFO] - [Evaluating Epoch 68 valid]:
MRR: Tail : 0.40027, Head : 0.22758, Avg : 0.31392
2023-06-18 15:53:41,337 - yago11k_0.001 - [INFO] - [Epoch 68]: Training Loss: 0.0011772, Valid MRR: 0.3166,
2023-06-18 15:53:41,996 - yago11k_0.001 - [INFO] - [E:69| 0]: Train Loss:0.0011718, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:54:46,728 - yago11k_0.001 - [INFO] - [E:69| 100]: Train Loss:0.0011767, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:55:51,313 - yago11k_0.001 - [INFO] - [E:69| 200]: Train Loss:0.0011752, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:56:56,029 - yago11k_0.001 - [INFO] - [E:69| 300]: Train Loss:0.0011751, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:58:00,586 - yago11k_0.001 - [INFO] - [E:69| 400]: Train Loss:0.0011757, Val MRR:0.3166, yago11k_0.001
2023-06-18 15:59:05,353 - yago11k_0.001 - [INFO] - [E:69| 500]: Train Loss:0.0011758, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:00:09,592 - yago11k_0.001 - [INFO] - [E:69| 600]: Train Loss:0.0011759, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:00:09,593 - yago11k_0.001 - [INFO] - [Epoch:69]: Training Loss:0.001176
2023-06-18 16:00:09,809 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 16:00:22,085 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 16:00:34,300 - yago11k_0.001 - [INFO] - [Evaluating Epoch 69 valid]:
MRR: Tail : 0.40263, Head : 0.22814, Avg : 0.31538
MR: Tail : 897.58, Head : 1180.9, Avg : 1039.2
Hit-1: Tail : 0.3155, Head : 0.19241, Avg : 0.25396
Hit-3: Tail : 0.44915, Head : 0.22076, Avg : 0.33495
Hit-10: Tail : 0.5721, Head : 0.30828, Avg : 0.44019
2023-06-18 16:00:34,300 - yago11k_0.001 - [INFO] - [Epoch 69]: Training Loss: 0.0011759, Valid MRR: 0.3166,
2023-06-18 16:00:34,971 - yago11k_0.001 - [INFO] - [E:70| 0]: Train Loss:0.0011708, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:01:39,766 - yago11k_0.001 - [INFO] - [E:70| 100]: Train Loss:0.0011729, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:02:44,210 - yago11k_0.001 - [INFO] - [E:70| 200]: Train Loss:0.0011737, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:03:48,576 - yago11k_0.001 - [INFO] - [E:70| 300]: Train Loss:0.0011736, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:04:53,293 - yago11k_0.001 - [INFO] - [E:70| 400]: Train Loss:0.0011742, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:05:57,762 - yago11k_0.001 - [INFO] - [E:70| 500]: Train Loss:0.0011746, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:07:02,044 - yago11k_0.001 - [INFO] - [E:70| 600]: Train Loss:0.001175, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:07:02,045 - yago11k_0.001 - [INFO] - [Epoch:70]: Training Loss:0.001175
2023-06-18 16:07:02,267 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 16:07:14,637 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 16:07:26,844 - yago11k_0.001 - [INFO] - [Evaluating Epoch 70 valid]:
MRR: Tail : 0.40025, Head : 0.22535, Avg : 0.3128
2023-06-18 16:07:26,844 - yago11k_0.001 - [INFO] - [Epoch 70]: Training Loss: 0.001175, Valid MRR: 0.3166,
2023-06-18 16:07:27,504 - yago11k_0.001 - [INFO] - [E:71| 0]: Train Loss:0.0012126, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:08:32,273 - yago11k_0.001 - [INFO] - [E:71| 100]: Train Loss:0.0011749, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:09:36,971 - yago11k_0.001 - [INFO] - [E:71| 200]: Train Loss:0.0011725, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:10:41,701 - yago11k_0.001 - [INFO] - [E:71| 300]: Train Loss:0.0011728, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:11:46,387 - yago11k_0.001 - [INFO] - [E:71| 400]: Train Loss:0.0011747, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:12:50,951 - yago11k_0.001 - [INFO] - [E:71| 500]: Train Loss:0.0011751, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:13:55,188 - yago11k_0.001 - [INFO] - [E:71| 600]: Train Loss:0.0011743, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:13:55,188 - yago11k_0.001 - [INFO] - [Epoch:71]: Training Loss:0.001174
2023-06-18 16:13:55,410 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 16:14:07,736 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 16:14:19,970 - yago11k_0.001 - [INFO] - [Evaluating Epoch 71 valid]:
MRR: Tail : 0.40061, Head : 0.22727, Avg : 0.31394
2023-06-18 16:14:19,970 - yago11k_0.001 - [INFO] - [Epoch 71]: Training Loss: 0.0011743, Valid MRR: 0.3166,
2023-06-18 16:14:20,638 - yago11k_0.001 - [INFO] - [E:72| 0]: Train Loss:0.0011973, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:15:25,234 - yago11k_0.001 - [INFO] - [E:72| 100]: Train Loss:0.0011715, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:16:29,996 - yago11k_0.001 - [INFO] - [E:72| 200]: Train Loss:0.0011698, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:17:34,730 - yago11k_0.001 - [INFO] - [E:72| 300]: Train Loss:0.0011715, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:18:39,345 - yago11k_0.001 - [INFO] - [E:72| 400]: Train Loss:0.0011719, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:19:44,029 - yago11k_0.001 - [INFO] - [E:72| 500]: Train Loss:0.0011728, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:20:48,195 - yago11k_0.001 - [INFO] - [E:72| 600]: Train Loss:0.0011733, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:20:48,195 - yago11k_0.001 - [INFO] - [Epoch:72]: Training Loss:0.001173
2023-06-18 16:20:48,413 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 16:21:00,757 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 16:21:13,008 - yago11k_0.001 - [INFO] - [Evaluating Epoch 72 valid]:
MRR: Tail : 0.39877, Head : 0.22822, Avg : 0.3135
2023-06-18 16:21:13,009 - yago11k_0.001 - [INFO] - [Epoch 72]: Training Loss: 0.0011733, Valid MRR: 0.3166,
2023-06-18 16:21:13,677 - yago11k_0.001 - [INFO] - [E:73| 0]: Train Loss:0.0011537, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:22:18,294 - yago11k_0.001 - [INFO] - [E:73| 100]: Train Loss:0.00117, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:23:22,872 - yago11k_0.001 - [INFO] - [E:73| 200]: Train Loss:0.0011721, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:24:27,329 - yago11k_0.001 - [INFO] - [E:73| 300]: Train Loss:0.0011722, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:25:32,028 - yago11k_0.001 - [INFO] - [E:73| 400]: Train Loss:0.0011725, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:26:36,664 - yago11k_0.001 - [INFO] - [E:73| 500]: Train Loss:0.0011726, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:27:40,788 - yago11k_0.001 - [INFO] - [E:73| 600]: Train Loss:0.0011732, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:27:40,789 - yago11k_0.001 - [INFO] - [Epoch:73]: Training Loss:0.001173
2023-06-18 16:27:41,011 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 16:27:53,422 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 16:28:05,598 - yago11k_0.001 - [INFO] - [Evaluating Epoch 73 valid]:
MRR: Tail : 0.39692, Head : 0.23193, Avg : 0.31442
2023-06-18 16:28:05,598 - yago11k_0.001 - [INFO] - [Epoch 73]: Training Loss: 0.0011732, Valid MRR: 0.3166,
2023-06-18 16:28:06,246 - yago11k_0.001 - [INFO] - [E:74| 0]: Train Loss:0.0011532, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:29:10,854 - yago11k_0.001 - [INFO] - [E:74| 100]: Train Loss:0.0011729, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:30:15,407 - yago11k_0.001 - [INFO] - [E:74| 200]: Train Loss:0.0011726, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:31:20,030 - yago11k_0.001 - [INFO] - [E:74| 300]: Train Loss:0.0011719, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:32:24,562 - yago11k_0.001 - [INFO] - [E:74| 400]: Train Loss:0.0011718, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:33:29,211 - yago11k_0.001 - [INFO] - [E:74| 500]: Train Loss:0.001172, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:34:33,317 - yago11k_0.001 - [INFO] - [E:74| 600]: Train Loss:0.0011724, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:34:33,317 - yago11k_0.001 - [INFO] - [Epoch:74]: Training Loss:0.001172
2023-06-18 16:34:33,540 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 16:34:45,891 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 16:34:58,130 - yago11k_0.001 - [INFO] - [Evaluating Epoch 74 valid]:
MRR: Tail : 0.39944, Head : 0.22712, Avg : 0.31328
2023-06-18 16:34:58,131 - yago11k_0.001 - [INFO] - [Epoch 74]: Training Loss: 0.0011724, Valid MRR: 0.3166,
2023-06-18 16:34:58,784 - yago11k_0.001 - [INFO] - [E:75| 0]: Train Loss:0.0011836, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:36:03,252 - yago11k_0.001 - [INFO] - [E:75| 100]: Train Loss:0.0011665, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:37:07,877 - yago11k_0.001 - [INFO] - [E:75| 200]: Train Loss:0.0011682, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:38:12,503 - yago11k_0.001 - [INFO] - [E:75| 300]: Train Loss:0.0011688, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:39:17,043 - yago11k_0.001 - [INFO] - [E:75| 400]: Train Loss:0.0011701, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:40:21,883 - yago11k_0.001 - [INFO] - [E:75| 500]: Train Loss:0.0011701, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:41:26,193 - yago11k_0.001 - [INFO] - [E:75| 600]: Train Loss:0.0011706, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:41:26,193 - yago11k_0.001 - [INFO] - [Epoch:75]: Training Loss:0.001171
2023-06-18 16:41:26,416 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 16:41:38,775 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 16:41:51,024 - yago11k_0.001 - [INFO] - [Evaluating Epoch 75 valid]:
MRR: Tail : 0.40369, Head : 0.22714, Avg : 0.31541
2023-06-18 16:41:51,024 - yago11k_0.001 - [INFO] - [Epoch 75]: Training Loss: 0.0011706, Valid MRR: 0.3166,
2023-06-18 16:41:51,683 - yago11k_0.001 - [INFO] - [E:76| 0]: Train Loss:0.0011529, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:42:56,374 - yago11k_0.001 - [INFO] - [E:76| 100]: Train Loss:0.0011693, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:44:01,078 - yago11k_0.001 - [INFO] - [E:76| 200]: Train Loss:0.0011685, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:45:05,760 - yago11k_0.001 - [INFO] - [E:76| 300]: Train Loss:0.0011694, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:46:10,318 - yago11k_0.001 - [INFO] - [E:76| 400]: Train Loss:0.0011686, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:47:15,085 - yago11k_0.001 - [INFO] - [E:76| 500]: Train Loss:0.0011696, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:48:19,338 - yago11k_0.001 - [INFO] - [E:76| 600]: Train Loss:0.0011699, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:48:19,338 - yago11k_0.001 - [INFO] - [Epoch:76]: Training Loss:0.00117
2023-06-18 16:48:19,560 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 16:48:31,791 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 16:48:43,945 - yago11k_0.001 - [INFO] - [Evaluating Epoch 76 valid]:
MRR: Tail : 0.40295, Head : 0.22864, Avg : 0.31579
2023-06-18 16:48:43,945 - yago11k_0.001 - [INFO] - [Epoch 76]: Training Loss: 0.0011699, Valid MRR: 0.3166,
2023-06-18 16:48:44,616 - yago11k_0.001 - [INFO] - [E:77| 0]: Train Loss:0.0011653, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:49:49,350 - yago11k_0.001 - [INFO] - [E:77| 100]: Train Loss:0.0011684, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:50:54,122 - yago11k_0.001 - [INFO] - [E:77| 200]: Train Loss:0.0011696, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:51:58,671 - yago11k_0.001 - [INFO] - [E:77| 300]: Train Loss:0.0011689, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:53:03,379 - yago11k_0.001 - [INFO] - [E:77| 400]: Train Loss:0.0011687, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:54:08,048 - yago11k_0.001 - [INFO] - [E:77| 500]: Train Loss:0.0011682, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:55:12,477 - yago11k_0.001 - [INFO] - [E:77| 600]: Train Loss:0.0011685, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:55:12,478 - yago11k_0.001 - [INFO] - [Epoch:77]: Training Loss:0.001169
2023-06-18 16:55:12,693 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 16:55:24,953 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 16:55:37,133 - yago11k_0.001 - [INFO] - [Evaluating Epoch 77 valid]:
MRR: Tail : 0.39606, Head : 0.23004, Avg : 0.31305
2023-06-18 16:55:37,133 - yago11k_0.001 - [INFO] - [Epoch 77]: Training Loss: 0.0011685, Valid MRR: 0.3166,
2023-06-18 16:55:37,795 - yago11k_0.001 - [INFO] - [E:78| 0]: Train Loss:0.0011538, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:56:42,480 - yago11k_0.001 - [INFO] - [E:78| 100]: Train Loss:0.0011655, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:57:47,223 - yago11k_0.001 - [INFO] - [E:78| 200]: Train Loss:0.0011668, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:58:52,085 - yago11k_0.001 - [INFO] - [E:78| 300]: Train Loss:0.0011672, Val MRR:0.3166, yago11k_0.001
2023-06-18 16:59:56,640 - yago11k_0.001 - [INFO] - [E:78| 400]: Train Loss:0.0011671, Val MRR:0.3166, yago11k_0.001
2023-06-18 17:01:01,527 - yago11k_0.001 - [INFO] - [E:78| 500]: Train Loss:0.0011673, Val MRR:0.3166, yago11k_0.001
2023-06-18 17:02:05,931 - yago11k_0.001 - [INFO] - [E:78| 600]: Train Loss:0.0011678, Val MRR:0.3166, yago11k_0.001
2023-06-18 17:02:05,931 - yago11k_0.001 - [INFO] - [Epoch:78]: Training Loss:0.001168
2023-06-18 17:02:06,153 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 17:02:18,505 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 17:02:30,726 - yago11k_0.001 - [INFO] - [Evaluating Epoch 78 valid]:
MRR: Tail : 0.40282, Head : 0.22943, Avg : 0.31613
2023-06-18 17:02:30,727 - yago11k_0.001 - [INFO] - [Epoch 78]: Training Loss: 0.0011678, Valid MRR: 0.3166,
2023-06-18 17:02:31,397 - yago11k_0.001 - [INFO] - [E:79| 0]: Train Loss:0.0011378, Val MRR:0.3166, yago11k_0.001
2023-06-18 17:03:35,769 - yago11k_0.001 - [INFO] - [E:79| 100]: Train Loss:0.0011652, Val MRR:0.3166, yago11k_0.001
2023-06-18 17:04:40,399 - yago11k_0.001 - [INFO] - [E:79| 200]: Train Loss:0.0011651, Val MRR:0.3166, yago11k_0.001
2023-06-18 17:05:45,218 - yago11k_0.001 - [INFO] - [E:79| 300]: Train Loss:0.0011651, Val MRR:0.3166, yago11k_0.001
2023-06-18 17:06:49,912 - yago11k_0.001 - [INFO] - [E:79| 400]: Train Loss:0.0011655, Val MRR:0.3166, yago11k_0.001
2023-06-18 17:07:54,413 - yago11k_0.001 - [INFO] - [E:79| 500]: Train Loss:0.001166, Val MRR:0.3166, yago11k_0.001
2023-06-18 17:08:58,505 - yago11k_0.001 - [INFO] - [E:79| 600]: Train Loss:0.001167, Val MRR:0.3166, yago11k_0.001
2023-06-18 17:08:58,506 - yago11k_0.001 - [INFO] - [Epoch:79]: Training Loss:0.001167
2023-06-18 17:08:58,729 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 17:09:11,047 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 17:09:23,283 - yago11k_0.001 - [INFO] - [Evaluating Epoch 79 valid]:
MRR: Tail : 0.40102, Head : 0.22911, Avg : 0.31506
MR: Tail : 946.29, Head : 1234.3, Avg : 1090.3
Hit-1: Tail : 0.31161, Head : 0.1913, Avg : 0.25146
Hit-3: Tail : 0.44485, Head : 0.22478, Avg : 0.33482
Hit-10: Tail : 0.57224, Head : 0.30453, Avg : 0.43839
2023-06-18 17:09:23,283 - yago11k_0.001 - [INFO] - [Epoch 79]: Training Loss: 0.001167, Valid MRR: 0.3166,
2023-06-18 17:09:23,939 - yago11k_0.001 - [INFO] - [E:80| 0]: Train Loss:0.0011598, Val MRR:0.3166, yago11k_0.001
2023-06-18 17:10:28,420 - yago11k_0.001 - [INFO] - [E:80| 100]: Train Loss:0.0011638, Val MRR:0.3166, yago11k_0.001
2023-06-18 17:11:33,063 - yago11k_0.001 - [INFO] - [E:80| 200]: Train Loss:0.0011632, Val MRR:0.3166, yago11k_0.001
2023-06-18 17:12:37,693 - yago11k_0.001 - [INFO] - [E:80| 300]: Train Loss:0.0011647, Val MRR:0.3166, yago11k_0.001
2023-06-18 17:13:42,584 - yago11k_0.001 - [INFO] - [E:80| 400]: Train Loss:0.0011654, Val MRR:0.3166, yago11k_0.001
2023-06-18 17:14:47,268 - yago11k_0.001 - [INFO] - [E:80| 500]: Train Loss:0.0011656, Val MRR:0.3166, yago11k_0.001
2023-06-18 17:15:51,750 - yago11k_0.001 - [INFO] - [E:80| 600]: Train Loss:0.0011662, Val MRR:0.3166, yago11k_0.001
2023-06-18 17:15:51,751 - yago11k_0.001 - [INFO] - [Epoch:80]: Training Loss:0.001166
2023-06-18 17:15:51,973 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 17:16:04,309 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 17:16:16,576 - yago11k_0.001 - [INFO] - [Evaluating Epoch 80 valid]:
MRR: Tail : 0.40457, Head : 0.22969, Avg : 0.31713
2023-06-18 17:16:18,425 - yago11k_0.001 - [INFO] - [Epoch 80]: Training Loss: 0.0011662, Valid MRR: 0.31713,
2023-06-18 17:16:19,085 - yago11k_0.001 - [INFO] - [E:81| 0]: Train Loss:0.0011702, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:17:23,862 - yago11k_0.001 - [INFO] - [E:81| 100]: Train Loss:0.0011648, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:18:28,436 - yago11k_0.001 - [INFO] - [E:81| 200]: Train Loss:0.0011641, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:19:33,219 - yago11k_0.001 - [INFO] - [E:81| 300]: Train Loss:0.0011642, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:20:37,762 - yago11k_0.001 - [INFO] - [E:81| 400]: Train Loss:0.0011647, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:21:42,607 - yago11k_0.001 - [INFO] - [E:81| 500]: Train Loss:0.0011653, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:22:46,757 - yago11k_0.001 - [INFO] - [E:81| 600]: Train Loss:0.0011659, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:22:46,758 - yago11k_0.001 - [INFO] - [Epoch:81]: Training Loss:0.001166
2023-06-18 17:22:46,978 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 17:22:59,330 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 17:23:11,558 - yago11k_0.001 - [INFO] - [Evaluating Epoch 81 valid]:
MRR: Tail : 0.40074, Head : 0.229, Avg : 0.31487
2023-06-18 17:23:11,558 - yago11k_0.001 - [INFO] - [Epoch 81]: Training Loss: 0.0011659, Valid MRR: 0.31713,
2023-06-18 17:23:12,213 - yago11k_0.001 - [INFO] - [E:82| 0]: Train Loss:0.0011681, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:24:16,958 - yago11k_0.001 - [INFO] - [E:82| 100]: Train Loss:0.0011631, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:25:21,727 - yago11k_0.001 - [INFO] - [E:82| 200]: Train Loss:0.0011634, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:26:26,326 - yago11k_0.001 - [INFO] - [E:82| 300]: Train Loss:0.001164, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:27:30,889 - yago11k_0.001 - [INFO] - [E:82| 400]: Train Loss:0.0011642, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:28:35,647 - yago11k_0.001 - [INFO] - [E:82| 500]: Train Loss:0.001165, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:29:39,868 - yago11k_0.001 - [INFO] - [E:82| 600]: Train Loss:0.0011648, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:29:39,868 - yago11k_0.001 - [INFO] - [Epoch:82]: Training Loss:0.001165
2023-06-18 17:29:40,091 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 17:29:52,454 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 17:30:04,703 - yago11k_0.001 - [INFO] - [Evaluating Epoch 82 valid]:
MRR: Tail : 0.40233, Head : 0.22775, Avg : 0.31504
2023-06-18 17:30:04,703 - yago11k_0.001 - [INFO] - [Epoch 82]: Training Loss: 0.0011648, Valid MRR: 0.31713,
2023-06-18 17:30:05,374 - yago11k_0.001 - [INFO] - [E:83| 0]: Train Loss:0.0011972, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:31:10,126 - yago11k_0.001 - [INFO] - [E:83| 100]: Train Loss:0.0011644, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:32:14,633 - yago11k_0.001 - [INFO] - [E:83| 200]: Train Loss:0.0011632, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:33:19,495 - yago11k_0.001 - [INFO] - [E:83| 300]: Train Loss:0.0011622, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:34:23,932 - yago11k_0.001 - [INFO] - [E:83| 400]: Train Loss:0.0011632, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:35:28,680 - yago11k_0.001 - [INFO] - [E:83| 500]: Train Loss:0.0011642, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:36:32,948 - yago11k_0.001 - [INFO] - [E:83| 600]: Train Loss:0.0011644, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:36:32,949 - yago11k_0.001 - [INFO] - [Epoch:83]: Training Loss:0.001164
2023-06-18 17:36:33,165 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 17:36:45,385 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 17:36:57,597 - yago11k_0.001 - [INFO] - [Evaluating Epoch 83 valid]:
MRR: Tail : 0.39909, Head : 0.2218, Avg : 0.31045
2023-06-18 17:36:57,597 - yago11k_0.001 - [INFO] - [Epoch 83]: Training Loss: 0.0011644, Valid MRR: 0.31713,
2023-06-18 17:36:58,256 - yago11k_0.001 - [INFO] - [E:84| 0]: Train Loss:0.0011434, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:38:02,984 - yago11k_0.001 - [INFO] - [E:84| 100]: Train Loss:0.0011604, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:39:07,720 - yago11k_0.001 - [INFO] - [E:84| 200]: Train Loss:0.0011607, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:40:12,414 - yago11k_0.001 - [INFO] - [E:84| 300]: Train Loss:0.0011616, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:41:17,006 - yago11k_0.001 - [INFO] - [E:84| 400]: Train Loss:0.001163, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:42:21,486 - yago11k_0.001 - [INFO] - [E:84| 500]: Train Loss:0.0011632, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:43:25,680 - yago11k_0.001 - [INFO] - [E:84| 600]: Train Loss:0.0011639, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:43:25,680 - yago11k_0.001 - [INFO] - [Epoch:84]: Training Loss:0.001164
2023-06-18 17:43:25,902 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 17:43:38,217 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 17:43:50,466 - yago11k_0.001 - [INFO] - [Evaluating Epoch 84 valid]:
MRR: Tail : 0.40225, Head : 0.22924, Avg : 0.31575
2023-06-18 17:43:50,467 - yago11k_0.001 - [INFO] - [Epoch 84]: Training Loss: 0.0011639, Valid MRR: 0.31713,
2023-06-18 17:43:51,118 - yago11k_0.001 - [INFO] - [E:85| 0]: Train Loss:0.00117, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:44:55,803 - yago11k_0.001 - [INFO] - [E:85| 100]: Train Loss:0.0011594, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:46:00,502 - yago11k_0.001 - [INFO] - [E:85| 200]: Train Loss:0.00116, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:47:05,328 - yago11k_0.001 - [INFO] - [E:85| 300]: Train Loss:0.0011605, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:48:09,754 - yago11k_0.001 - [INFO] - [E:85| 400]: Train Loss:0.0011619, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:49:14,489 - yago11k_0.001 - [INFO] - [E:85| 500]: Train Loss:0.0011625, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:50:18,982 - yago11k_0.001 - [INFO] - [E:85| 600]: Train Loss:0.0011627, Val MRR:0.31713, yago11k_0.001
2023-06-18 17:50:18,983 - yago11k_0.001 - [INFO] - [Epoch:85]: Training Loss:0.001163
2023-06-18 17:50:19,200 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 17:50:31,484 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 17:50:43,637 - yago11k_0.001 - [INFO] - [Evaluating Epoch 85 valid]:
MRR: Tail : 0.40694, Head : 0.22796, Avg : 0.31745
2023-06-18 17:50:45,338 - yago11k_0.001 - [INFO] - [Epoch 85]: Training Loss: 0.0011627, Valid MRR: 0.31745,
2023-06-18 17:50:45,998 - yago11k_0.001 - [INFO] - [E:86| 0]: Train Loss:0.0011828, Val MRR:0.31745, yago11k_0.001
2023-06-18 17:51:50,593 - yago11k_0.001 - [INFO] - [E:86| 100]: Train Loss:0.0011598, Val MRR:0.31745, yago11k_0.001
2023-06-18 17:52:55,031 - yago11k_0.001 - [INFO] - [E:86| 200]: Train Loss:0.0011609, Val MRR:0.31745, yago11k_0.001
2023-06-18 17:53:59,768 - yago11k_0.001 - [INFO] - [E:86| 300]: Train Loss:0.0011614, Val MRR:0.31745, yago11k_0.001
2023-06-18 17:55:04,517 - yago11k_0.001 - [INFO] - [E:86| 400]: Train Loss:0.0011623, Val MRR:0.31745, yago11k_0.001
2023-06-18 17:56:09,116 - yago11k_0.001 - [INFO] - [E:86| 500]: Train Loss:0.0011623, Val MRR:0.31745, yago11k_0.001
2023-06-18 17:57:13,295 - yago11k_0.001 - [INFO] - [E:86| 600]: Train Loss:0.0011625, Val MRR:0.31745, yago11k_0.001
2023-06-18 17:57:13,296 - yago11k_0.001 - [INFO] - [Epoch:86]: Training Loss:0.001162
2023-06-18 17:57:13,516 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 17:57:25,892 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 17:57:38,126 - yago11k_0.001 - [INFO] - [Evaluating Epoch 86 valid]:
MRR: Tail : 0.40138, Head : 0.22857, Avg : 0.31497
2023-06-18 17:57:38,127 - yago11k_0.001 - [INFO] - [Epoch 86]: Training Loss: 0.0011625, Valid MRR: 0.31745,
2023-06-18 17:57:38,789 - yago11k_0.001 - [INFO] - [E:87| 0]: Train Loss:0.0011521, Val MRR:0.31745, yago11k_0.001
2023-06-18 17:58:43,556 - yago11k_0.001 - [INFO] - [E:87| 100]: Train Loss:0.0011621, Val MRR:0.31745, yago11k_0.001
2023-06-18 17:59:48,178 - yago11k_0.001 - [INFO] - [E:87| 200]: Train Loss:0.0011606, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:00:52,812 - yago11k_0.001 - [INFO] - [E:87| 300]: Train Loss:0.0011607, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:01:57,382 - yago11k_0.001 - [INFO] - [E:87| 400]: Train Loss:0.0011614, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:03:02,119 - yago11k_0.001 - [INFO] - [E:87| 500]: Train Loss:0.0011618, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:04:06,371 - yago11k_0.001 - [INFO] - [E:87| 600]: Train Loss:0.0011622, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:04:06,371 - yago11k_0.001 - [INFO] - [Epoch:87]: Training Loss:0.001162
2023-06-18 18:04:06,593 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 18:04:18,917 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 18:04:31,191 - yago11k_0.001 - [INFO] - [Evaluating Epoch 87 valid]:
MRR: Tail : 0.40519, Head : 0.225, Avg : 0.31509
2023-06-18 18:04:31,191 - yago11k_0.001 - [INFO] - [Epoch 87]: Training Loss: 0.0011622, Valid MRR: 0.31745,
2023-06-18 18:04:31,864 - yago11k_0.001 - [INFO] - [E:88| 0]: Train Loss:0.0011568, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:05:36,632 - yago11k_0.001 - [INFO] - [E:88| 100]: Train Loss:0.0011588, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:06:41,355 - yago11k_0.001 - [INFO] - [E:88| 200]: Train Loss:0.0011577, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:07:46,058 - yago11k_0.001 - [INFO] - [E:88| 300]: Train Loss:0.0011589, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:08:50,708 - yago11k_0.001 - [INFO] - [E:88| 400]: Train Loss:0.0011589, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:09:55,322 - yago11k_0.001 - [INFO] - [E:88| 500]: Train Loss:0.0011589, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:10:59,826 - yago11k_0.001 - [INFO] - [E:88| 600]: Train Loss:0.0011604, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:10:59,826 - yago11k_0.001 - [INFO] - [Epoch:88]: Training Loss:0.00116
2023-06-18 18:11:00,048 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 18:11:12,390 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 18:11:24,517 - yago11k_0.001 - [INFO] - [Evaluating Epoch 88 valid]:
MRR: Tail : 0.40151, Head : 0.22684, Avg : 0.31418
2023-06-18 18:11:24,517 - yago11k_0.001 - [INFO] - [Epoch 88]: Training Loss: 0.0011604, Valid MRR: 0.31745,
2023-06-18 18:11:25,169 - yago11k_0.001 - [INFO] - [E:89| 0]: Train Loss:0.0011545, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:12:29,866 - yago11k_0.001 - [INFO] - [E:89| 100]: Train Loss:0.0011572, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:13:34,535 - yago11k_0.001 - [INFO] - [E:89| 200]: Train Loss:0.0011572, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:14:38,929 - yago11k_0.001 - [INFO] - [E:89| 300]: Train Loss:0.001159, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:15:43,524 - yago11k_0.001 - [INFO] - [E:89| 400]: Train Loss:0.0011599, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:16:48,190 - yago11k_0.001 - [INFO] - [E:89| 500]: Train Loss:0.0011604, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:17:52,320 - yago11k_0.001 - [INFO] - [E:89| 600]: Train Loss:0.0011609, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:17:52,321 - yago11k_0.001 - [INFO] - [Epoch:89]: Training Loss:0.001161
2023-06-18 18:17:52,544 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 18:18:04,896 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 18:18:17,001 - yago11k_0.001 - [INFO] - [Evaluating Epoch 89 valid]:
MRR: Tail : 0.39587, Head : 0.23155, Avg : 0.31371
MR: Tail : 994.07, Head : 1208.8, Avg : 1101.4
Hit-1: Tail : 0.30745, Head : 0.19283, Avg : 0.25014
Hit-3: Tail : 0.44109, Head : 0.22742, Avg : 0.33426
Hit-10: Tail : 0.56669, Head : 0.30953, Avg : 0.43811
2023-06-18 18:18:17,001 - yago11k_0.001 - [INFO] - [Epoch 89]: Training Loss: 0.0011609, Valid MRR: 0.31745,
2023-06-18 18:18:17,659 - yago11k_0.001 - [INFO] - [E:90| 0]: Train Loss:0.0011352, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:19:22,207 - yago11k_0.001 - [INFO] - [E:90| 100]: Train Loss:0.0011578, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:20:26,747 - yago11k_0.001 - [INFO] - [E:90| 200]: Train Loss:0.0011584, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:21:31,234 - yago11k_0.001 - [INFO] - [E:90| 300]: Train Loss:0.0011585, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:22:35,790 - yago11k_0.001 - [INFO] - [E:90| 400]: Train Loss:0.0011593, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:23:40,388 - yago11k_0.001 - [INFO] - [E:90| 500]: Train Loss:0.0011602, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:24:44,762 - yago11k_0.001 - [INFO] - [E:90| 600]: Train Loss:0.0011599, Val MRR:0.31745, yago11k_0.001
2023-06-18 18:24:44,762 - yago11k_0.001 - [INFO] - [Epoch:90]: Training Loss:0.00116
2023-06-18 18:24:44,980 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 18:24:57,257 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 18:25:09,445 - yago11k_0.001 - [INFO] - [Evaluating Epoch 90 valid]:
MRR: Tail : 0.41016, Head : 0.22799, Avg : 0.31908
2023-06-18 18:25:11,064 - yago11k_0.001 - [INFO] - [Epoch 90]: Training Loss: 0.0011599, Valid MRR: 0.31908,
2023-06-18 18:25:11,739 - yago11k_0.001 - [INFO] - [E:91| 0]: Train Loss:0.001149, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:26:16,415 - yago11k_0.001 - [INFO] - [E:91| 100]: Train Loss:0.0011592, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:27:21,289 - yago11k_0.001 - [INFO] - [E:91| 200]: Train Loss:0.0011588, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:28:25,907 - yago11k_0.001 - [INFO] - [E:91| 300]: Train Loss:0.0011584, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:29:30,651 - yago11k_0.001 - [INFO] - [E:91| 400]: Train Loss:0.0011575, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:30:35,396 - yago11k_0.001 - [INFO] - [E:91| 500]: Train Loss:0.0011584, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:31:39,615 - yago11k_0.001 - [INFO] - [E:91| 600]: Train Loss:0.0011591, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:31:39,615 - yago11k_0.001 - [INFO] - [Epoch:91]: Training Loss:0.001159
2023-06-18 18:31:39,837 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 18:31:52,116 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 18:32:04,298 - yago11k_0.001 - [INFO] - [Evaluating Epoch 91 valid]:
MRR: Tail : 0.40632, Head : 0.22801, Avg : 0.31717
2023-06-18 18:32:04,299 - yago11k_0.001 - [INFO] - [Epoch 91]: Training Loss: 0.0011591, Valid MRR: 0.31908,
2023-06-18 18:32:04,975 - yago11k_0.001 - [INFO] - [E:92| 0]: Train Loss:0.0011524, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:33:09,589 - yago11k_0.001 - [INFO] - [E:92| 100]: Train Loss:0.001157, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:34:14,117 - yago11k_0.001 - [INFO] - [E:92| 200]: Train Loss:0.0011575, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:35:18,838 - yago11k_0.001 - [INFO] - [E:92| 300]: Train Loss:0.0011585, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:36:23,434 - yago11k_0.001 - [INFO] - [E:92| 400]: Train Loss:0.0011586, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:37:28,170 - yago11k_0.001 - [INFO] - [E:92| 500]: Train Loss:0.0011587, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:38:32,466 - yago11k_0.001 - [INFO] - [E:92| 600]: Train Loss:0.0011586, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:38:32,466 - yago11k_0.001 - [INFO] - [Epoch:92]: Training Loss:0.001159
2023-06-18 18:38:32,683 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 18:38:44,962 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 18:38:57,059 - yago11k_0.001 - [INFO] - [Evaluating Epoch 92 valid]:
MRR: Tail : 0.40663, Head : 0.22821, Avg : 0.31742
2023-06-18 18:38:57,059 - yago11k_0.001 - [INFO] - [Epoch 92]: Training Loss: 0.0011586, Valid MRR: 0.31908,
2023-06-18 18:38:57,733 - yago11k_0.001 - [INFO] - [E:93| 0]: Train Loss:0.0011532, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:40:02,499 - yago11k_0.001 - [INFO] - [E:93| 100]: Train Loss:0.0011584, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:41:07,272 - yago11k_0.001 - [INFO] - [E:93| 200]: Train Loss:0.0011561, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:42:10,668 - yago11k_0.001 - [INFO] - [E:93| 300]: Train Loss:0.0011565, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:43:13,716 - yago11k_0.001 - [INFO] - [E:93| 400]: Train Loss:0.0011578, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:44:16,753 - yago11k_0.001 - [INFO] - [E:93| 500]: Train Loss:0.0011588, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:45:19,363 - yago11k_0.001 - [INFO] - [E:93| 600]: Train Loss:0.0011585, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:45:19,363 - yago11k_0.001 - [INFO] - [Epoch:93]: Training Loss:0.001159
2023-06-18 18:45:19,578 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 18:45:31,605 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 18:45:43,471 - yago11k_0.001 - [INFO] - [Evaluating Epoch 93 valid]:
MRR: Tail : 0.40472, Head : 0.22768, Avg : 0.3162
2023-06-18 18:45:43,472 - yago11k_0.001 - [INFO] - [Epoch 93]: Training Loss: 0.0011585, Valid MRR: 0.31908,
2023-06-18 18:45:44,109 - yago11k_0.001 - [INFO] - [E:94| 0]: Train Loss:0.0011415, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:46:47,148 - yago11k_0.001 - [INFO] - [E:94| 100]: Train Loss:0.0011546, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:47:50,169 - yago11k_0.001 - [INFO] - [E:94| 200]: Train Loss:0.0011565, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:48:53,198 - yago11k_0.001 - [INFO] - [E:94| 300]: Train Loss:0.0011563, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:49:56,161 - yago11k_0.001 - [INFO] - [E:94| 400]: Train Loss:0.0011569, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:50:59,100 - yago11k_0.001 - [INFO] - [E:94| 500]: Train Loss:0.0011576, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:52:01,628 - yago11k_0.001 - [INFO] - [E:94| 600]: Train Loss:0.0011577, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:52:01,628 - yago11k_0.001 - [INFO] - [Epoch:94]: Training Loss:0.001158
2023-06-18 18:52:01,843 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 18:52:13,853 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 18:52:25,711 - yago11k_0.001 - [INFO] - [Evaluating Epoch 94 valid]:
MRR: Tail : 0.40196, Head : 0.22895, Avg : 0.31545
2023-06-18 18:52:25,711 - yago11k_0.001 - [INFO] - [Epoch 94]: Training Loss: 0.0011577, Valid MRR: 0.31908,
2023-06-18 18:52:26,344 - yago11k_0.001 - [INFO] - [E:95| 0]: Train Loss:0.0011251, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:53:29,312 - yago11k_0.001 - [INFO] - [E:95| 100]: Train Loss:0.0011539, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:54:32,248 - yago11k_0.001 - [INFO] - [E:95| 200]: Train Loss:0.0011538, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:55:35,208 - yago11k_0.001 - [INFO] - [E:95| 300]: Train Loss:0.001154, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:56:38,177 - yago11k_0.001 - [INFO] - [E:95| 400]: Train Loss:0.0011554, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:57:41,139 - yago11k_0.001 - [INFO] - [E:95| 500]: Train Loss:0.001156, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:58:43,669 - yago11k_0.001 - [INFO] - [E:95| 600]: Train Loss:0.0011564, Val MRR:0.31908, yago11k_0.001
2023-06-18 18:58:43,670 - yago11k_0.001 - [INFO] - [Epoch:95]: Training Loss:0.001156
2023-06-18 18:58:43,884 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 18:58:55,899 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 18:59:07,755 - yago11k_0.001 - [INFO] - [Evaluating Epoch 95 valid]:
MRR: Tail : 0.40926, Head : 0.23088, Avg : 0.32007
2023-06-18 18:59:08,707 - yago11k_0.001 - [INFO] - [Epoch 95]: Training Loss: 0.0011564, Valid MRR: 0.32007,
2023-06-18 18:59:09,346 - yago11k_0.001 - [INFO] - [E:96| 0]: Train Loss:0.0011495, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:00:12,297 - yago11k_0.001 - [INFO] - [E:96| 100]: Train Loss:0.0011533, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:01:15,260 - yago11k_0.001 - [INFO] - [E:96| 200]: Train Loss:0.0011537, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:02:18,223 - yago11k_0.001 - [INFO] - [E:96| 300]: Train Loss:0.0011535, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:03:21,185 - yago11k_0.001 - [INFO] - [E:96| 400]: Train Loss:0.0011547, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:04:24,109 - yago11k_0.001 - [INFO] - [E:96| 500]: Train Loss:0.001156, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:05:26,642 - yago11k_0.001 - [INFO] - [E:96| 600]: Train Loss:0.0011563, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:05:26,642 - yago11k_0.001 - [INFO] - [Epoch:96]: Training Loss:0.001156
2023-06-18 19:05:26,856 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 19:05:38,869 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 19:05:50,717 - yago11k_0.001 - [INFO] - [Evaluating Epoch 96 valid]:
MRR: Tail : 0.4049, Head : 0.22764, Avg : 0.31627
2023-06-18 19:05:50,717 - yago11k_0.001 - [INFO] - [Epoch 96]: Training Loss: 0.0011563, Valid MRR: 0.32007,
2023-06-18 19:05:51,352 - yago11k_0.001 - [INFO] - [E:97| 0]: Train Loss:0.0011873, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:06:54,315 - yago11k_0.001 - [INFO] - [E:97| 100]: Train Loss:0.0011574, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:07:57,269 - yago11k_0.001 - [INFO] - [E:97| 200]: Train Loss:0.0011564, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:09:00,219 - yago11k_0.001 - [INFO] - [E:97| 300]: Train Loss:0.0011564, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:10:03,167 - yago11k_0.001 - [INFO] - [E:97| 400]: Train Loss:0.0011562, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:11:06,114 - yago11k_0.001 - [INFO] - [E:97| 500]: Train Loss:0.0011559, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:12:08,631 - yago11k_0.001 - [INFO] - [E:97| 600]: Train Loss:0.0011564, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:12:08,631 - yago11k_0.001 - [INFO] - [Epoch:97]: Training Loss:0.001156
2023-06-18 19:12:08,845 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 19:12:20,854 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 19:12:32,704 - yago11k_0.001 - [INFO] - [Evaluating Epoch 97 valid]:
MRR: Tail : 0.40431, Head : 0.23274, Avg : 0.31853
2023-06-18 19:12:32,704 - yago11k_0.001 - [INFO] - [Epoch 97]: Training Loss: 0.0011564, Valid MRR: 0.32007,
2023-06-18 19:12:33,339 - yago11k_0.001 - [INFO] - [E:98| 0]: Train Loss:0.0011499, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:13:36,282 - yago11k_0.001 - [INFO] - [E:98| 100]: Train Loss:0.0011568, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:14:39,212 - yago11k_0.001 - [INFO] - [E:98| 200]: Train Loss:0.0011547, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:15:42,138 - yago11k_0.001 - [INFO] - [E:98| 300]: Train Loss:0.0011556, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:16:45,099 - yago11k_0.001 - [INFO] - [E:98| 400]: Train Loss:0.0011553, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:17:48,043 - yago11k_0.001 - [INFO] - [E:98| 500]: Train Loss:0.0011561, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:18:50,556 - yago11k_0.001 - [INFO] - [E:98| 600]: Train Loss:0.0011563, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:18:50,556 - yago11k_0.001 - [INFO] - [Epoch:98]: Training Loss:0.001156
2023-06-18 19:18:50,770 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 19:19:02,783 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 19:19:14,637 - yago11k_0.001 - [INFO] - [Evaluating Epoch 98 valid]:
MRR: Tail : 0.40388, Head : 0.22727, Avg : 0.31558
2023-06-18 19:19:14,637 - yago11k_0.001 - [INFO] - [Epoch 98]: Training Loss: 0.0011563, Valid MRR: 0.32007,
2023-06-18 19:19:15,274 - yago11k_0.001 - [INFO] - [E:99| 0]: Train Loss:0.0011632, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:20:18,212 - yago11k_0.001 - [INFO] - [E:99| 100]: Train Loss:0.0011563, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:21:21,181 - yago11k_0.001 - [INFO] - [E:99| 200]: Train Loss:0.0011536, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:22:24,133 - yago11k_0.001 - [INFO] - [E:99| 300]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:23:27,086 - yago11k_0.001 - [INFO] - [E:99| 400]: Train Loss:0.0011546, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:24:30,048 - yago11k_0.001 - [INFO] - [E:99| 500]: Train Loss:0.0011551, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:25:32,574 - yago11k_0.001 - [INFO] - [E:99| 600]: Train Loss:0.0011555, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:25:32,575 - yago11k_0.001 - [INFO] - [Epoch:99]: Training Loss:0.001156
2023-06-18 19:25:32,788 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 19:25:44,801 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 19:25:56,651 - yago11k_0.001 - [INFO] - [Evaluating Epoch 99 valid]:
MRR: Tail : 0.4053, Head : 0.22853, Avg : 0.31692
MR: Tail : 956.28, Head : 1213.8, Avg : 1085.0
Hit-1: Tail : 0.31662, Head : 0.19144, Avg : 0.25403
Hit-3: Tail : 0.45165, Head : 0.22451, Avg : 0.33808
Hit-10: Tail : 0.57308, Head : 0.30217, Avg : 0.43762
2023-06-18 19:25:56,651 - yago11k_0.001 - [INFO] - [Epoch 99]: Training Loss: 0.0011555, Valid MRR: 0.32007,
2023-06-18 19:25:57,288 - yago11k_0.001 - [INFO] - [E:100| 0]: Train Loss:0.0011653, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:27:00,229 - yago11k_0.001 - [INFO] - [E:100| 100]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:28:03,186 - yago11k_0.001 - [INFO] - [E:100| 200]: Train Loss:0.0011529, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:29:06,120 - yago11k_0.001 - [INFO] - [E:100| 300]: Train Loss:0.0011548, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:30:09,064 - yago11k_0.001 - [INFO] - [E:100| 400]: Train Loss:0.0011543, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:31:12,025 - yago11k_0.001 - [INFO] - [E:100| 500]: Train Loss:0.0011545, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:32:14,548 - yago11k_0.001 - [INFO] - [E:100| 600]: Train Loss:0.0011545, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:32:14,548 - yago11k_0.001 - [INFO] - [Epoch:100]: Training Loss:0.001154
2023-06-18 19:32:14,762 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 19:32:26,773 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 19:32:38,623 - yago11k_0.001 - [INFO] - [Evaluating Epoch 100 valid]:
MRR: Tail : 0.41085, Head : 0.22719, Avg : 0.31902
2023-06-18 19:32:38,623 - yago11k_0.001 - [INFO] - [Epoch 100]: Training Loss: 0.0011545, Valid MRR: 0.32007,
2023-06-18 19:32:39,261 - yago11k_0.001 - [INFO] - [E:101| 0]: Train Loss:0.0011474, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:33:42,194 - yago11k_0.001 - [INFO] - [E:101| 100]: Train Loss:0.001158, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:34:45,138 - yago11k_0.001 - [INFO] - [E:101| 200]: Train Loss:0.0011559, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:35:48,088 - yago11k_0.001 - [INFO] - [E:101| 300]: Train Loss:0.0011544, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:36:51,035 - yago11k_0.001 - [INFO] - [E:101| 400]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:37:53,969 - yago11k_0.001 - [INFO] - [E:101| 500]: Train Loss:0.0011538, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:38:56,490 - yago11k_0.001 - [INFO] - [E:101| 600]: Train Loss:0.0011541, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:38:56,490 - yago11k_0.001 - [INFO] - [Epoch:101]: Training Loss:0.001154
2023-06-18 19:38:56,704 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 19:39:08,717 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 19:39:20,568 - yago11k_0.001 - [INFO] - [Evaluating Epoch 101 valid]:
MRR: Tail : 0.39579, Head : 0.22778, Avg : 0.31179
2023-06-18 19:39:20,568 - yago11k_0.001 - [INFO] - [Epoch 101]: Training Loss: 0.0011541, Valid MRR: 0.32007,
2023-06-18 19:39:21,205 - yago11k_0.001 - [INFO] - [E:102| 0]: Train Loss:0.0011474, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:40:24,149 - yago11k_0.001 - [INFO] - [E:102| 100]: Train Loss:0.0011503, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:41:27,101 - yago11k_0.001 - [INFO] - [E:102| 200]: Train Loss:0.0011531, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:42:30,060 - yago11k_0.001 - [INFO] - [E:102| 300]: Train Loss:0.0011549, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:43:33,016 - yago11k_0.001 - [INFO] - [E:102| 400]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:44:35,973 - yago11k_0.001 - [INFO] - [E:102| 500]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:45:38,514 - yago11k_0.001 - [INFO] - [E:102| 600]: Train Loss:0.0011542, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:45:38,514 - yago11k_0.001 - [INFO] - [Epoch:102]: Training Loss:0.001154
2023-06-18 19:45:38,728 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 19:45:50,741 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 19:46:02,591 - yago11k_0.001 - [INFO] - [Evaluating Epoch 102 valid]:
MRR: Tail : 0.40629, Head : 0.22856, Avg : 0.31743
2023-06-18 19:46:02,591 - yago11k_0.001 - [INFO] - [Epoch 102]: Training Loss: 0.0011542, Valid MRR: 0.32007,
2023-06-18 19:46:03,226 - yago11k_0.001 - [INFO] - [E:103| 0]: Train Loss:0.0011599, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:47:06,185 - yago11k_0.001 - [INFO] - [E:103| 100]: Train Loss:0.0011546, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:48:09,143 - yago11k_0.001 - [INFO] - [E:103| 200]: Train Loss:0.0011531, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:49:12,080 - yago11k_0.001 - [INFO] - [E:103| 300]: Train Loss:0.0011533, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:50:15,009 - yago11k_0.001 - [INFO] - [E:103| 400]: Train Loss:0.0011532, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:51:17,953 - yago11k_0.001 - [INFO] - [E:103| 500]: Train Loss:0.0011535, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:52:20,482 - yago11k_0.001 - [INFO] - [E:103| 600]: Train Loss:0.0011537, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:52:20,482 - yago11k_0.001 - [INFO] - [Epoch:103]: Training Loss:0.001154
2023-06-18 19:52:20,696 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 19:52:32,707 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 19:52:44,553 - yago11k_0.001 - [INFO] - [Evaluating Epoch 103 valid]:
MRR: Tail : 0.40855, Head : 0.22694, Avg : 0.31774
2023-06-18 19:52:44,554 - yago11k_0.001 - [INFO] - [Epoch 103]: Training Loss: 0.0011537, Valid MRR: 0.32007,
2023-06-18 19:52:45,187 - yago11k_0.001 - [INFO] - [E:104| 0]: Train Loss:0.0011298, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:53:48,124 - yago11k_0.001 - [INFO] - [E:104| 100]: Train Loss:0.0011518, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:54:51,067 - yago11k_0.001 - [INFO] - [E:104| 200]: Train Loss:0.0011522, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:55:54,008 - yago11k_0.001 - [INFO] - [E:104| 300]: Train Loss:0.0011529, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:56:56,950 - yago11k_0.001 - [INFO] - [E:104| 400]: Train Loss:0.0011524, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:57:59,873 - yago11k_0.001 - [INFO] - [E:104| 500]: Train Loss:0.0011525, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:59:02,385 - yago11k_0.001 - [INFO] - [E:104| 600]: Train Loss:0.0011531, Val MRR:0.32007, yago11k_0.001
2023-06-18 19:59:02,385 - yago11k_0.001 - [INFO] - [Epoch:104]: Training Loss:0.001153
2023-06-18 19:59:02,600 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 19:59:14,613 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 19:59:26,458 - yago11k_0.001 - [INFO] - [Evaluating Epoch 104 valid]:
MRR: Tail : 0.40999, Head : 0.22732, Avg : 0.31866
2023-06-18 19:59:26,458 - yago11k_0.001 - [INFO] - [Epoch 104]: Training Loss: 0.0011531, Valid MRR: 0.32007,
2023-06-18 19:59:27,094 - yago11k_0.001 - [INFO] - [E:105| 0]: Train Loss:0.0011854, Val MRR:0.32007, yago11k_0.001
2023-06-18 20:00:30,011 - yago11k_0.001 - [INFO] - [E:105| 100]: Train Loss:0.001152, Val MRR:0.32007, yago11k_0.001
2023-06-18 20:01:32,942 - yago11k_0.001 - [INFO] - [E:105| 200]: Train Loss:0.0011512, Val MRR:0.32007, yago11k_0.001
2023-06-18 20:02:35,856 - yago11k_0.001 - [INFO] - [E:105| 300]: Train Loss:0.0011512, Val MRR:0.32007, yago11k_0.001
2023-06-18 20:03:38,798 - yago11k_0.001 - [INFO] - [E:105| 400]: Train Loss:0.0011512, Val MRR:0.32007, yago11k_0.001
2023-06-18 20:04:41,730 - yago11k_0.001 - [INFO] - [E:105| 500]: Train Loss:0.0011517, Val MRR:0.32007, yago11k_0.001
2023-06-18 20:05:44,246 - yago11k_0.001 - [INFO] - [E:105| 600]: Train Loss:0.0011518, Val MRR:0.32007, yago11k_0.001
2023-06-18 20:05:44,246 - yago11k_0.001 - [INFO] - [Epoch:105]: Training Loss:0.001152
2023-06-18 20:05:44,460 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 20:05:56,469 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 20:06:08,317 - yago11k_0.001 - [INFO] - [Evaluating Epoch 105 valid]:
MRR: Tail : 0.40824, Head : 0.22886, Avg : 0.31855
2023-06-18 20:06:08,317 - yago11k_0.001 - [INFO] - [Epoch 105]: Training Loss: 0.0011518, Valid MRR: 0.32007,
2023-06-18 20:06:08,957 - yago11k_0.001 - [INFO] - [E:106| 0]: Train Loss:0.0011378, Val MRR:0.32007, yago11k_0.001
2023-06-18 20:07:11,883 - yago11k_0.001 - [INFO] - [E:106| 100]: Train Loss:0.0011493, Val MRR:0.32007, yago11k_0.001
2023-06-18 20:08:14,819 - yago11k_0.001 - [INFO] - [E:106| 200]: Train Loss:0.0011497, Val MRR:0.32007, yago11k_0.001
2023-06-18 20:09:17,730 - yago11k_0.001 - [INFO] - [E:106| 300]: Train Loss:0.0011495, Val MRR:0.32007, yago11k_0.001
2023-06-18 20:10:20,674 - yago11k_0.001 - [INFO] - [E:106| 400]: Train Loss:0.001152, Val MRR:0.32007, yago11k_0.001
2023-06-18 20:11:23,594 - yago11k_0.001 - [INFO] - [E:106| 500]: Train Loss:0.001152, Val MRR:0.32007, yago11k_0.001
2023-06-18 20:12:26,114 - yago11k_0.001 - [INFO] - [E:106| 600]: Train Loss:0.0011517, Val MRR:0.32007, yago11k_0.001
2023-06-18 20:12:26,115 - yago11k_0.001 - [INFO] - [Epoch:106]: Training Loss:0.001152
2023-06-18 20:12:26,329 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 20:12:38,342 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 20:12:50,188 - yago11k_0.001 - [INFO] - [Evaluating Epoch 106 valid]:
MRR: Tail : 0.40911, Head : 0.23141, Avg : 0.32026
2023-06-18 20:12:51,132 - yago11k_0.001 - [INFO] - [Epoch 106]: Training Loss: 0.0011517, Valid MRR: 0.32026,
2023-06-18 20:12:51,769 - yago11k_0.001 - [INFO] - [E:107| 0]: Train Loss:0.0011469, Val MRR:0.32026, yago11k_0.001
2023-06-18 20:13:54,682 - yago11k_0.001 - [INFO] - [E:107| 100]: Train Loss:0.0011481, Val MRR:0.32026, yago11k_0.001
2023-06-18 20:14:57,630 - yago11k_0.001 - [INFO] - [E:107| 200]: Train Loss:0.001148, Val MRR:0.32026, yago11k_0.001
2023-06-18 20:16:00,548 - yago11k_0.001 - [INFO] - [E:107| 300]: Train Loss:0.0011491, Val MRR:0.32026, yago11k_0.001
2023-06-18 20:17:03,484 - yago11k_0.001 - [INFO] - [E:107| 400]: Train Loss:0.0011504, Val MRR:0.32026, yago11k_0.001
2023-06-18 20:18:06,398 - yago11k_0.001 - [INFO] - [E:107| 500]: Train Loss:0.0011506, Val MRR:0.32026, yago11k_0.001
2023-06-18 20:19:08,890 - yago11k_0.001 - [INFO] - [E:107| 600]: Train Loss:0.0011511, Val MRR:0.32026, yago11k_0.001
2023-06-18 20:19:08,890 - yago11k_0.001 - [INFO] - [Epoch:107]: Training Loss:0.001151
2023-06-18 20:19:09,104 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 20:19:21,116 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 20:19:32,964 - yago11k_0.001 - [INFO] - [Evaluating Epoch 107 valid]:
MRR: Tail : 0.41024, Head : 0.2292, Avg : 0.31972
2023-06-18 20:19:32,965 - yago11k_0.001 - [INFO] - [Epoch 107]: Training Loss: 0.0011511, Valid MRR: 0.32026,
2023-06-18 20:19:33,598 - yago11k_0.001 - [INFO] - [E:108| 0]: Train Loss:0.0012085, Val MRR:0.32026, yago11k_0.001
2023-06-18 20:20:36,509 - yago11k_0.001 - [INFO] - [E:108| 100]: Train Loss:0.001151, Val MRR:0.32026, yago11k_0.001
2023-06-18 20:21:39,430 - yago11k_0.001 - [INFO] - [E:108| 200]: Train Loss:0.0011503, Val MRR:0.32026, yago11k_0.001
2023-06-18 20:22:42,350 - yago11k_0.001 - [INFO] - [E:108| 300]: Train Loss:0.0011498, Val MRR:0.32026, yago11k_0.001
2023-06-18 20:23:45,306 - yago11k_0.001 - [INFO] - [E:108| 400]: Train Loss:0.0011503, Val MRR:0.32026, yago11k_0.001
2023-06-18 20:24:48,259 - yago11k_0.001 - [INFO] - [E:108| 500]: Train Loss:0.0011505, Val MRR:0.32026, yago11k_0.001
2023-06-18 20:25:50,772 - yago11k_0.001 - [INFO] - [E:108| 600]: Train Loss:0.0011504, Val MRR:0.32026, yago11k_0.001
2023-06-18 20:25:50,772 - yago11k_0.001 - [INFO] - [Epoch:108]: Training Loss:0.00115
2023-06-18 20:25:50,987 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 20:26:02,994 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 20:26:14,840 - yago11k_0.001 - [INFO] - [Evaluating Epoch 108 valid]:
MRR: Tail : 0.41733, Head : 0.2301, Avg : 0.32372
2023-06-18 20:26:15,790 - yago11k_0.001 - [INFO] - [Epoch 108]: Training Loss: 0.0011504, Valid MRR: 0.32372,
2023-06-18 20:26:16,428 - yago11k_0.001 - [INFO] - [E:109| 0]: Train Loss:0.0012171, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:27:19,377 - yago11k_0.001 - [INFO] - [E:109| 100]: Train Loss:0.0011509, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:28:22,325 - yago11k_0.001 - [INFO] - [E:109| 200]: Train Loss:0.0011504, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:29:25,277 - yago11k_0.001 - [INFO] - [E:109| 300]: Train Loss:0.0011503, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:30:28,200 - yago11k_0.001 - [INFO] - [E:109| 400]: Train Loss:0.0011511, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:31:31,124 - yago11k_0.001 - [INFO] - [E:109| 500]: Train Loss:0.0011503, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:32:33,641 - yago11k_0.001 - [INFO] - [E:109| 600]: Train Loss:0.0011507, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:32:33,642 - yago11k_0.001 - [INFO] - [Epoch:109]: Training Loss:0.001151
2023-06-18 20:32:33,856 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 20:32:45,870 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 20:32:57,718 - yago11k_0.001 - [INFO] - [Evaluating Epoch 109 valid]:
MRR: Tail : 0.41233, Head : 0.22643, Avg : 0.31938
MR: Tail : 1028.1, Head : 1247.3, Avg : 1137.7
Hit-1: Tail : 0.33023, Head : 0.187, Avg : 0.25861
Hit-3: Tail : 0.45207, Head : 0.22409, Avg : 0.33808
Hit-10: Tail : 0.57669, Head : 0.30661, Avg : 0.44165
2023-06-18 20:32:57,718 - yago11k_0.001 - [INFO] - [Epoch 109]: Training Loss: 0.0011507, Valid MRR: 0.32372,
2023-06-18 20:32:58,351 - yago11k_0.001 - [INFO] - [E:110| 0]: Train Loss:0.0011258, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:34:01,289 - yago11k_0.001 - [INFO] - [E:110| 100]: Train Loss:0.0011465, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:35:04,239 - yago11k_0.001 - [INFO] - [E:110| 200]: Train Loss:0.001149, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:36:07,163 - yago11k_0.001 - [INFO] - [E:110| 300]: Train Loss:0.0011493, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:37:10,114 - yago11k_0.001 - [INFO] - [E:110| 400]: Train Loss:0.0011496, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:38:13,054 - yago11k_0.001 - [INFO] - [E:110| 500]: Train Loss:0.0011499, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:39:15,580 - yago11k_0.001 - [INFO] - [E:110| 600]: Train Loss:0.0011504, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:39:15,580 - yago11k_0.001 - [INFO] - [Epoch:110]: Training Loss:0.00115
2023-06-18 20:39:15,794 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 20:39:27,809 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 20:39:39,657 - yago11k_0.001 - [INFO] - [Evaluating Epoch 110 valid]:
MRR: Tail : 0.40836, Head : 0.22953, Avg : 0.31895
2023-06-18 20:39:39,657 - yago11k_0.001 - [INFO] - [Epoch 110]: Training Loss: 0.0011504, Valid MRR: 0.32372,
2023-06-18 20:39:40,293 - yago11k_0.001 - [INFO] - [E:111| 0]: Train Loss:0.0011382, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:40:43,200 - yago11k_0.001 - [INFO] - [E:111| 100]: Train Loss:0.0011497, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:41:46,151 - yago11k_0.001 - [INFO] - [E:111| 200]: Train Loss:0.0011477, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:42:49,096 - yago11k_0.001 - [INFO] - [E:111| 300]: Train Loss:0.0011482, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:43:52,014 - yago11k_0.001 - [INFO] - [E:111| 400]: Train Loss:0.0011499, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:44:54,949 - yago11k_0.001 - [INFO] - [E:111| 500]: Train Loss:0.0011505, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:45:57,468 - yago11k_0.001 - [INFO] - [E:111| 600]: Train Loss:0.0011502, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:45:57,469 - yago11k_0.001 - [INFO] - [Epoch:111]: Training Loss:0.00115
2023-06-18 20:45:57,683 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 20:46:09,699 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 20:46:21,548 - yago11k_0.001 - [INFO] - [Evaluating Epoch 111 valid]:
MRR: Tail : 0.40684, Head : 0.22851, Avg : 0.31768
2023-06-18 20:46:21,548 - yago11k_0.001 - [INFO] - [Epoch 111]: Training Loss: 0.0011502, Valid MRR: 0.32372,
2023-06-18 20:46:22,184 - yago11k_0.001 - [INFO] - [E:112| 0]: Train Loss:0.0011456, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:47:25,130 - yago11k_0.001 - [INFO] - [E:112| 100]: Train Loss:0.0011471, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:48:28,053 - yago11k_0.001 - [INFO] - [E:112| 200]: Train Loss:0.0011471, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:49:30,991 - yago11k_0.001 - [INFO] - [E:112| 300]: Train Loss:0.0011489, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:50:33,933 - yago11k_0.001 - [INFO] - [E:112| 400]: Train Loss:0.0011491, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:51:36,878 - yago11k_0.001 - [INFO] - [E:112| 500]: Train Loss:0.001149, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:52:39,413 - yago11k_0.001 - [INFO] - [E:112| 600]: Train Loss:0.0011491, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:52:39,413 - yago11k_0.001 - [INFO] - [Epoch:112]: Training Loss:0.001149
2023-06-18 20:52:39,628 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 20:52:51,642 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 20:53:03,490 - yago11k_0.001 - [INFO] - [Evaluating Epoch 112 valid]:
MRR: Tail : 0.41046, Head : 0.22753, Avg : 0.319
2023-06-18 20:53:03,490 - yago11k_0.001 - [INFO] - [Epoch 112]: Training Loss: 0.0011491, Valid MRR: 0.32372,
2023-06-18 20:53:04,124 - yago11k_0.001 - [INFO] - [E:113| 0]: Train Loss:0.0011696, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:54:07,080 - yago11k_0.001 - [INFO] - [E:113| 100]: Train Loss:0.0011473, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:55:10,042 - yago11k_0.001 - [INFO] - [E:113| 200]: Train Loss:0.0011475, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:56:12,994 - yago11k_0.001 - [INFO] - [E:113| 300]: Train Loss:0.0011475, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:57:15,938 - yago11k_0.001 - [INFO] - [E:113| 400]: Train Loss:0.0011489, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:58:18,879 - yago11k_0.001 - [INFO] - [E:113| 500]: Train Loss:0.0011488, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:59:21,403 - yago11k_0.001 - [INFO] - [E:113| 600]: Train Loss:0.0011492, Val MRR:0.32372, yago11k_0.001
2023-06-18 20:59:21,404 - yago11k_0.001 - [INFO] - [Epoch:113]: Training Loss:0.001149
2023-06-18 20:59:21,618 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 20:59:33,639 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 20:59:45,487 - yago11k_0.001 - [INFO] - [Evaluating Epoch 113 valid]:
MRR: Tail : 0.4104, Head : 0.22984, Avg : 0.32012
2023-06-18 20:59:45,487 - yago11k_0.001 - [INFO] - [Epoch 113]: Training Loss: 0.0011492, Valid MRR: 0.32372,
2023-06-18 20:59:46,123 - yago11k_0.001 - [INFO] - [E:114| 0]: Train Loss:0.0011338, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:00:49,055 - yago11k_0.001 - [INFO] - [E:114| 100]: Train Loss:0.0011468, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:01:51,992 - yago11k_0.001 - [INFO] - [E:114| 200]: Train Loss:0.0011469, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:02:54,939 - yago11k_0.001 - [INFO] - [E:114| 300]: Train Loss:0.0011469, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:03:57,859 - yago11k_0.001 - [INFO] - [E:114| 400]: Train Loss:0.0011475, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:05:00,806 - yago11k_0.001 - [INFO] - [E:114| 500]: Train Loss:0.0011478, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:06:03,324 - yago11k_0.001 - [INFO] - [E:114| 600]: Train Loss:0.0011483, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:06:03,324 - yago11k_0.001 - [INFO] - [Epoch:114]: Training Loss:0.001148
2023-06-18 21:06:03,539 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 21:06:15,552 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 21:06:27,400 - yago11k_0.001 - [INFO] - [Evaluating Epoch 114 valid]:
MRR: Tail : 0.40608, Head : 0.22906, Avg : 0.31757
2023-06-18 21:06:27,400 - yago11k_0.001 - [INFO] - [Epoch 114]: Training Loss: 0.0011483, Valid MRR: 0.32372,
2023-06-18 21:06:28,035 - yago11k_0.001 - [INFO] - [E:115| 0]: Train Loss:0.0011438, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:07:30,992 - yago11k_0.001 - [INFO] - [E:115| 100]: Train Loss:0.0011487, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:08:33,916 - yago11k_0.001 - [INFO] - [E:115| 200]: Train Loss:0.001147, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:09:36,862 - yago11k_0.001 - [INFO] - [E:115| 300]: Train Loss:0.0011474, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:10:39,802 - yago11k_0.001 - [INFO] - [E:115| 400]: Train Loss:0.0011473, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:11:42,740 - yago11k_0.001 - [INFO] - [E:115| 500]: Train Loss:0.0011482, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:12:45,226 - yago11k_0.001 - [INFO] - [E:115| 600]: Train Loss:0.0011481, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:12:45,226 - yago11k_0.001 - [INFO] - [Epoch:115]: Training Loss:0.001148
2023-06-18 21:12:45,441 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 21:12:57,455 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 21:13:09,308 - yago11k_0.001 - [INFO] - [Evaluating Epoch 115 valid]:
MRR: Tail : 0.4064, Head : 0.22835, Avg : 0.31737
2023-06-18 21:13:09,308 - yago11k_0.001 - [INFO] - [Epoch 115]: Training Loss: 0.0011481, Valid MRR: 0.32372,
2023-06-18 21:13:09,947 - yago11k_0.001 - [INFO] - [E:116| 0]: Train Loss:0.0011303, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:14:12,885 - yago11k_0.001 - [INFO] - [E:116| 100]: Train Loss:0.0011458, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:15:15,815 - yago11k_0.001 - [INFO] - [E:116| 200]: Train Loss:0.0011461, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:16:18,753 - yago11k_0.001 - [INFO] - [E:116| 300]: Train Loss:0.0011469, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:17:21,686 - yago11k_0.001 - [INFO] - [E:116| 400]: Train Loss:0.0011477, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:18:24,628 - yago11k_0.001 - [INFO] - [E:116| 500]: Train Loss:0.0011478, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:19:27,132 - yago11k_0.001 - [INFO] - [E:116| 600]: Train Loss:0.0011475, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:19:27,132 - yago11k_0.001 - [INFO] - [Epoch:116]: Training Loss:0.001148
2023-06-18 21:19:27,347 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 21:19:39,361 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 21:19:51,209 - yago11k_0.001 - [INFO] - [Evaluating Epoch 116 valid]:
MRR: Tail : 0.40627, Head : 0.22846, Avg : 0.31737
2023-06-18 21:19:51,209 - yago11k_0.001 - [INFO] - [Epoch 116]: Training Loss: 0.0011475, Valid MRR: 0.32372,
2023-06-18 21:19:51,845 - yago11k_0.001 - [INFO] - [E:117| 0]: Train Loss:0.0011498, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:20:54,792 - yago11k_0.001 - [INFO] - [E:117| 100]: Train Loss:0.0011437, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:21:57,755 - yago11k_0.001 - [INFO] - [E:117| 200]: Train Loss:0.0011447, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:23:00,713 - yago11k_0.001 - [INFO] - [E:117| 300]: Train Loss:0.0011455, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:24:03,667 - yago11k_0.001 - [INFO] - [E:117| 400]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:25:06,613 - yago11k_0.001 - [INFO] - [E:117| 500]: Train Loss:0.0011466, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:26:09,129 - yago11k_0.001 - [INFO] - [E:117| 600]: Train Loss:0.001147, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:26:09,130 - yago11k_0.001 - [INFO] - [Epoch:117]: Training Loss:0.001147
2023-06-18 21:26:09,343 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 21:26:21,352 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 21:26:33,204 - yago11k_0.001 - [INFO] - [Evaluating Epoch 117 valid]:
MRR: Tail : 0.40772, Head : 0.228, Avg : 0.31786
2023-06-18 21:26:33,204 - yago11k_0.001 - [INFO] - [Epoch 117]: Training Loss: 0.001147, Valid MRR: 0.32372,
2023-06-18 21:26:33,841 - yago11k_0.001 - [INFO] - [E:118| 0]: Train Loss:0.0012, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:27:36,782 - yago11k_0.001 - [INFO] - [E:118| 100]: Train Loss:0.0011434, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:28:39,741 - yago11k_0.001 - [INFO] - [E:118| 200]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:29:42,664 - yago11k_0.001 - [INFO] - [E:118| 300]: Train Loss:0.0011465, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:30:45,599 - yago11k_0.001 - [INFO] - [E:118| 400]: Train Loss:0.0011472, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:31:48,531 - yago11k_0.001 - [INFO] - [E:118| 500]: Train Loss:0.0011479, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:32:51,066 - yago11k_0.001 - [INFO] - [E:118| 600]: Train Loss:0.0011478, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:32:51,066 - yago11k_0.001 - [INFO] - [Epoch:118]: Training Loss:0.001148
2023-06-18 21:32:51,281 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 21:33:03,294 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 21:33:15,143 - yago11k_0.001 - [INFO] - [Evaluating Epoch 118 valid]:
MRR: Tail : 0.40533, Head : 0.22946, Avg : 0.3174
2023-06-18 21:33:15,143 - yago11k_0.001 - [INFO] - [Epoch 118]: Training Loss: 0.0011478, Valid MRR: 0.32372,
2023-06-18 21:33:15,779 - yago11k_0.001 - [INFO] - [E:119| 0]: Train Loss:0.0011571, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:34:18,719 - yago11k_0.001 - [INFO] - [E:119| 100]: Train Loss:0.0011488, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:35:21,655 - yago11k_0.001 - [INFO] - [E:119| 200]: Train Loss:0.0011474, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:36:24,587 - yago11k_0.001 - [INFO] - [E:119| 300]: Train Loss:0.0011463, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:37:27,530 - yago11k_0.001 - [INFO] - [E:119| 400]: Train Loss:0.0011465, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:38:30,475 - yago11k_0.001 - [INFO] - [E:119| 500]: Train Loss:0.001147, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:39:32,995 - yago11k_0.001 - [INFO] - [E:119| 600]: Train Loss:0.0011472, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:39:32,995 - yago11k_0.001 - [INFO] - [Epoch:119]: Training Loss:0.001147
2023-06-18 21:39:33,210 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 21:39:45,225 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 21:39:57,074 - yago11k_0.001 - [INFO] - [Evaluating Epoch 119 valid]:
MRR: Tail : 0.41388, Head : 0.23227, Avg : 0.32307
MR: Tail : 992.69, Head : 1259.1, Avg : 1125.9
Hit-1: Tail : 0.32967, Head : 0.19297, Avg : 0.26132
Hit-3: Tail : 0.4579, Head : 0.2277, Avg : 0.3428
Hit-10: Tail : 0.57919, Head : 0.30884, Avg : 0.44401
2023-06-18 21:39:57,074 - yago11k_0.001 - [INFO] - [Epoch 119]: Training Loss: 0.0011472, Valid MRR: 0.32372,
2023-06-18 21:39:57,711 - yago11k_0.001 - [INFO] - [E:120| 0]: Train Loss:0.0011264, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:41:00,631 - yago11k_0.001 - [INFO] - [E:120| 100]: Train Loss:0.0011471, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:42:03,552 - yago11k_0.001 - [INFO] - [E:120| 200]: Train Loss:0.001146, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:43:06,474 - yago11k_0.001 - [INFO] - [E:120| 300]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:44:09,410 - yago11k_0.001 - [INFO] - [E:120| 400]: Train Loss:0.0011462, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:45:12,347 - yago11k_0.001 - [INFO] - [E:120| 500]: Train Loss:0.0011461, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:46:14,863 - yago11k_0.001 - [INFO] - [E:120| 600]: Train Loss:0.0011469, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:46:14,863 - yago11k_0.001 - [INFO] - [Epoch:120]: Training Loss:0.001147
2023-06-18 21:46:15,077 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 21:46:27,093 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 21:46:38,936 - yago11k_0.001 - [INFO] - [Evaluating Epoch 120 valid]:
MRR: Tail : 0.40506, Head : 0.22944, Avg : 0.31725
2023-06-18 21:46:38,936 - yago11k_0.001 - [INFO] - [Epoch 120]: Training Loss: 0.0011469, Valid MRR: 0.32372,
2023-06-18 21:46:39,571 - yago11k_0.001 - [INFO] - [E:121| 0]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:47:42,485 - yago11k_0.001 - [INFO] - [E:121| 100]: Train Loss:0.0011443, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:48:45,382 - yago11k_0.001 - [INFO] - [E:121| 200]: Train Loss:0.001145, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:49:48,304 - yago11k_0.001 - [INFO] - [E:121| 300]: Train Loss:0.001146, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:50:51,218 - yago11k_0.001 - [INFO] - [E:121| 400]: Train Loss:0.001146, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:51:54,147 - yago11k_0.001 - [INFO] - [E:121| 500]: Train Loss:0.0011458, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:52:56,629 - yago11k_0.001 - [INFO] - [E:121| 600]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:52:56,629 - yago11k_0.001 - [INFO] - [Epoch:121]: Training Loss:0.001146
2023-06-18 21:52:56,844 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 21:53:08,854 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 21:53:20,697 - yago11k_0.001 - [INFO] - [Evaluating Epoch 121 valid]:
MRR: Tail : 0.41005, Head : 0.22685, Avg : 0.31845
2023-06-18 21:53:20,697 - yago11k_0.001 - [INFO] - [Epoch 121]: Training Loss: 0.0011464, Valid MRR: 0.32372,
2023-06-18 21:53:21,332 - yago11k_0.001 - [INFO] - [E:122| 0]: Train Loss:0.0011352, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:54:24,250 - yago11k_0.001 - [INFO] - [E:122| 100]: Train Loss:0.0011455, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:55:27,163 - yago11k_0.001 - [INFO] - [E:122| 200]: Train Loss:0.0011452, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:56:30,072 - yago11k_0.001 - [INFO] - [E:122| 300]: Train Loss:0.0011452, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:57:33,018 - yago11k_0.001 - [INFO] - [E:122| 400]: Train Loss:0.0011453, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:58:35,952 - yago11k_0.001 - [INFO] - [E:122| 500]: Train Loss:0.0011458, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:59:38,476 - yago11k_0.001 - [INFO] - [E:122| 600]: Train Loss:0.0011461, Val MRR:0.32372, yago11k_0.001
2023-06-18 21:59:38,476 - yago11k_0.001 - [INFO] - [Epoch:122]: Training Loss:0.001146
2023-06-18 21:59:38,690 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 21:59:50,702 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 22:00:02,550 - yago11k_0.001 - [INFO] - [Evaluating Epoch 122 valid]:
MRR: Tail : 0.41293, Head : 0.23161, Avg : 0.32227
2023-06-18 22:00:02,550 - yago11k_0.001 - [INFO] - [Epoch 122]: Training Loss: 0.0011461, Valid MRR: 0.32372,
2023-06-18 22:00:03,186 - yago11k_0.001 - [INFO] - [E:123| 0]: Train Loss:0.0011317, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:01:06,182 - yago11k_0.001 - [INFO] - [E:123| 100]: Train Loss:0.0011457, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:02:09,195 - yago11k_0.001 - [INFO] - [E:123| 200]: Train Loss:0.0011443, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:03:12,185 - yago11k_0.001 - [INFO] - [E:123| 300]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:04:15,222 - yago11k_0.001 - [INFO] - [E:123| 400]: Train Loss:0.0011448, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:05:18,233 - yago11k_0.001 - [INFO] - [E:123| 500]: Train Loss:0.0011457, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:06:20,826 - yago11k_0.001 - [INFO] - [E:123| 600]: Train Loss:0.0011455, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:06:20,826 - yago11k_0.001 - [INFO] - [Epoch:123]: Training Loss:0.001146
2023-06-18 22:06:21,040 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 22:06:33,063 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 22:06:44,933 - yago11k_0.001 - [INFO] - [Evaluating Epoch 123 valid]:
MRR: Tail : 0.40696, Head : 0.22859, Avg : 0.31777
2023-06-18 22:06:44,933 - yago11k_0.001 - [INFO] - [Epoch 123]: Training Loss: 0.0011455, Valid MRR: 0.32372,
2023-06-18 22:06:45,570 - yago11k_0.001 - [INFO] - [E:124| 0]: Train Loss:0.001127, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:07:48,560 - yago11k_0.001 - [INFO] - [E:124| 100]: Train Loss:0.0011436, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:08:51,559 - yago11k_0.001 - [INFO] - [E:124| 200]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:09:54,540 - yago11k_0.001 - [INFO] - [E:124| 300]: Train Loss:0.0011456, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:10:57,527 - yago11k_0.001 - [INFO] - [E:124| 400]: Train Loss:0.0011462, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:12:00,518 - yago11k_0.001 - [INFO] - [E:124| 500]: Train Loss:0.0011465, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:13:03,084 - yago11k_0.001 - [INFO] - [E:124| 600]: Train Loss:0.0011457, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:13:03,084 - yago11k_0.001 - [INFO] - [Epoch:124]: Training Loss:0.001146
2023-06-18 22:13:03,299 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 22:13:15,314 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 22:13:27,167 - yago11k_0.001 - [INFO] - [Evaluating Epoch 124 valid]:
MRR: Tail : 0.40998, Head : 0.22853, Avg : 0.31925
2023-06-18 22:13:27,167 - yago11k_0.001 - [INFO] - [Epoch 124]: Training Loss: 0.0011457, Valid MRR: 0.32372,
2023-06-18 22:13:27,804 - yago11k_0.001 - [INFO] - [E:125| 0]: Train Loss:0.0011275, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:14:30,798 - yago11k_0.001 - [INFO] - [E:125| 100]: Train Loss:0.0011424, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:15:33,772 - yago11k_0.001 - [INFO] - [E:125| 200]: Train Loss:0.0011435, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:16:36,769 - yago11k_0.001 - [INFO] - [E:125| 300]: Train Loss:0.001145, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:17:39,747 - yago11k_0.001 - [INFO] - [E:125| 400]: Train Loss:0.0011448, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:18:42,721 - yago11k_0.001 - [INFO] - [E:125| 500]: Train Loss:0.0011452, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:19:45,296 - yago11k_0.001 - [INFO] - [E:125| 600]: Train Loss:0.0011451, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:19:45,297 - yago11k_0.001 - [INFO] - [Epoch:125]: Training Loss:0.001145
2023-06-18 22:19:45,511 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 22:19:57,531 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 22:20:09,385 - yago11k_0.001 - [INFO] - [Evaluating Epoch 125 valid]:
MRR: Tail : 0.40816, Head : 0.23008, Avg : 0.31912
2023-06-18 22:20:09,385 - yago11k_0.001 - [INFO] - [Epoch 125]: Training Loss: 0.0011451, Valid MRR: 0.32372,
2023-06-18 22:20:10,020 - yago11k_0.001 - [INFO] - [E:126| 0]: Train Loss:0.0011849, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:21:13,002 - yago11k_0.001 - [INFO] - [E:126| 100]: Train Loss:0.0011452, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:22:16,006 - yago11k_0.001 - [INFO] - [E:126| 200]: Train Loss:0.0011443, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:23:18,980 - yago11k_0.001 - [INFO] - [E:126| 300]: Train Loss:0.0011445, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:24:21,971 - yago11k_0.001 - [INFO] - [E:126| 400]: Train Loss:0.001144, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:25:24,941 - yago11k_0.001 - [INFO] - [E:126| 500]: Train Loss:0.0011444, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:26:27,498 - yago11k_0.001 - [INFO] - [E:126| 600]: Train Loss:0.001145, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:26:27,499 - yago11k_0.001 - [INFO] - [Epoch:126]: Training Loss:0.001145
2023-06-18 22:26:27,715 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 22:26:39,730 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 22:26:51,586 - yago11k_0.001 - [INFO] - [Evaluating Epoch 126 valid]:
MRR: Tail : 0.40576, Head : 0.22885, Avg : 0.31731
2023-06-18 22:26:51,586 - yago11k_0.001 - [INFO] - [Epoch 126]: Training Loss: 0.001145, Valid MRR: 0.32372,
2023-06-18 22:26:52,220 - yago11k_0.001 - [INFO] - [E:127| 0]: Train Loss:0.0011369, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:27:55,208 - yago11k_0.001 - [INFO] - [E:127| 100]: Train Loss:0.0011429, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:28:58,204 - yago11k_0.001 - [INFO] - [E:127| 200]: Train Loss:0.0011451, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:30:01,189 - yago11k_0.001 - [INFO] - [E:127| 300]: Train Loss:0.0011445, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:31:04,168 - yago11k_0.001 - [INFO] - [E:127| 400]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:32:07,162 - yago11k_0.001 - [INFO] - [E:127| 500]: Train Loss:0.0011439, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:33:09,711 - yago11k_0.001 - [INFO] - [E:127| 600]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:33:09,711 - yago11k_0.001 - [INFO] - [Epoch:127]: Training Loss:0.001144
2023-06-18 22:33:09,926 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 22:33:21,946 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 22:33:33,801 - yago11k_0.001 - [INFO] - [Evaluating Epoch 127 valid]:
MRR: Tail : 0.40698, Head : 0.22966, Avg : 0.31832
2023-06-18 22:33:33,801 - yago11k_0.001 - [INFO] - [Epoch 127]: Training Loss: 0.0011441, Valid MRR: 0.32372,
2023-06-18 22:33:34,438 - yago11k_0.001 - [INFO] - [E:128| 0]: Train Loss:0.0011539, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:34:37,446 - yago11k_0.001 - [INFO] - [E:128| 100]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:35:40,434 - yago11k_0.001 - [INFO] - [E:128| 200]: Train Loss:0.001142, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:36:43,437 - yago11k_0.001 - [INFO] - [E:128| 300]: Train Loss:0.0011439, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:37:46,427 - yago11k_0.001 - [INFO] - [E:128| 400]: Train Loss:0.0011442, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:38:49,419 - yago11k_0.001 - [INFO] - [E:128| 500]: Train Loss:0.0011443, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:39:51,996 - yago11k_0.001 - [INFO] - [E:128| 600]: Train Loss:0.0011442, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:39:51,996 - yago11k_0.001 - [INFO] - [Epoch:128]: Training Loss:0.001144
2023-06-18 22:39:52,211 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 22:40:04,236 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 22:40:16,091 - yago11k_0.001 - [INFO] - [Evaluating Epoch 128 valid]:
MRR: Tail : 0.41628, Head : 0.22911, Avg : 0.3227
2023-06-18 22:40:16,091 - yago11k_0.001 - [INFO] - [Epoch 128]: Training Loss: 0.0011442, Valid MRR: 0.32372,
2023-06-18 22:40:16,726 - yago11k_0.001 - [INFO] - [E:129| 0]: Train Loss:0.0011542, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:41:19,729 - yago11k_0.001 - [INFO] - [E:129| 100]: Train Loss:0.0011403, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:42:22,765 - yago11k_0.001 - [INFO] - [E:129| 200]: Train Loss:0.0011429, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:43:25,782 - yago11k_0.001 - [INFO] - [E:129| 300]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:44:28,786 - yago11k_0.001 - [INFO] - [E:129| 400]: Train Loss:0.0011427, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:45:31,797 - yago11k_0.001 - [INFO] - [E:129| 500]: Train Loss:0.0011427, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:46:34,382 - yago11k_0.001 - [INFO] - [E:129| 600]: Train Loss:0.0011438, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:46:34,382 - yago11k_0.001 - [INFO] - [Epoch:129]: Training Loss:0.001144
2023-06-18 22:46:34,596 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 22:46:46,626 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 22:46:58,483 - yago11k_0.001 - [INFO] - [Evaluating Epoch 129 valid]:
MRR: Tail : 0.40968, Head : 0.22806, Avg : 0.31887
MR: Tail : 1004.2, Head : 1236.2, Avg : 1120.2
Hit-1: Tail : 0.32315, Head : 0.18991, Avg : 0.25653
Hit-3: Tail : 0.45165, Head : 0.22256, Avg : 0.33711
Hit-10: Tail : 0.58294, Head : 0.30342, Avg : 0.44318
2023-06-18 22:46:58,483 - yago11k_0.001 - [INFO] - [Epoch 129]: Training Loss: 0.0011438, Valid MRR: 0.32372,
2023-06-18 22:46:59,120 - yago11k_0.001 - [INFO] - [E:130| 0]: Train Loss:0.0011574, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:48:02,118 - yago11k_0.001 - [INFO] - [E:130| 100]: Train Loss:0.0011433, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:49:05,144 - yago11k_0.001 - [INFO] - [E:130| 200]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:50:08,161 - yago11k_0.001 - [INFO] - [E:130| 300]: Train Loss:0.0011413, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:51:11,156 - yago11k_0.001 - [INFO] - [E:130| 400]: Train Loss:0.001142, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:52:14,165 - yago11k_0.001 - [INFO] - [E:130| 500]: Train Loss:0.0011431, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:53:16,733 - yago11k_0.001 - [INFO] - [E:130| 600]: Train Loss:0.001143, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:53:16,734 - yago11k_0.001 - [INFO] - [Epoch:130]: Training Loss:0.001143
2023-06-18 22:53:16,948 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 22:53:28,974 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 22:53:40,836 - yago11k_0.001 - [INFO] - [Evaluating Epoch 130 valid]:
MRR: Tail : 0.41432, Head : 0.23218, Avg : 0.32325
2023-06-18 22:53:40,836 - yago11k_0.001 - [INFO] - [Epoch 130]: Training Loss: 0.001143, Valid MRR: 0.32372,
2023-06-18 22:53:41,477 - yago11k_0.001 - [INFO] - [E:131| 0]: Train Loss:0.001131, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:54:44,485 - yago11k_0.001 - [INFO] - [E:131| 100]: Train Loss:0.0011425, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:55:47,505 - yago11k_0.001 - [INFO] - [E:131| 200]: Train Loss:0.0011417, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:56:50,512 - yago11k_0.001 - [INFO] - [E:131| 300]: Train Loss:0.0011419, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:57:53,537 - yago11k_0.001 - [INFO] - [E:131| 400]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:58:56,536 - yago11k_0.001 - [INFO] - [E:131| 500]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:59:59,120 - yago11k_0.001 - [INFO] - [E:131| 600]: Train Loss:0.0011431, Val MRR:0.32372, yago11k_0.001
2023-06-18 22:59:59,120 - yago11k_0.001 - [INFO] - [Epoch:131]: Training Loss:0.001143
2023-06-18 22:59:59,334 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 23:00:11,355 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 23:00:23,220 - yago11k_0.001 - [INFO] - [Evaluating Epoch 131 valid]:
MRR: Tail : 0.40903, Head : 0.23032, Avg : 0.31968
2023-06-18 23:00:23,220 - yago11k_0.001 - [INFO] - [Epoch 131]: Training Loss: 0.0011431, Valid MRR: 0.32372,
2023-06-18 23:00:23,857 - yago11k_0.001 - [INFO] - [E:132| 0]: Train Loss:0.0011648, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:01:26,863 - yago11k_0.001 - [INFO] - [E:132| 100]: Train Loss:0.0011448, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:02:29,895 - yago11k_0.001 - [INFO] - [E:132| 200]: Train Loss:0.0011448, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:03:32,906 - yago11k_0.001 - [INFO] - [E:132| 300]: Train Loss:0.0011431, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:04:35,911 - yago11k_0.001 - [INFO] - [E:132| 400]: Train Loss:0.0011423, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:05:38,897 - yago11k_0.001 - [INFO] - [E:132| 500]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:06:41,488 - yago11k_0.001 - [INFO] - [E:132| 600]: Train Loss:0.0011429, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:06:41,489 - yago11k_0.001 - [INFO] - [Epoch:132]: Training Loss:0.001143
2023-06-18 23:06:41,703 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 23:06:53,725 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 23:07:05,584 - yago11k_0.001 - [INFO] - [Evaluating Epoch 132 valid]:
MRR: Tail : 0.40316, Head : 0.22782, Avg : 0.31549
2023-06-18 23:07:05,585 - yago11k_0.001 - [INFO] - [Epoch 132]: Training Loss: 0.0011429, Valid MRR: 0.32372,
2023-06-18 23:07:06,221 - yago11k_0.001 - [INFO] - [E:133| 0]: Train Loss:0.0011524, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:08:09,225 - yago11k_0.001 - [INFO] - [E:133| 100]: Train Loss:0.0011418, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:09:12,238 - yago11k_0.001 - [INFO] - [E:133| 200]: Train Loss:0.0011424, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:10:15,251 - yago11k_0.001 - [INFO] - [E:133| 300]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:11:18,270 - yago11k_0.001 - [INFO] - [E:133| 400]: Train Loss:0.0011429, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:12:21,288 - yago11k_0.001 - [INFO] - [E:133| 500]: Train Loss:0.0011425, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:13:23,880 - yago11k_0.001 - [INFO] - [E:133| 600]: Train Loss:0.0011425, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:13:23,881 - yago11k_0.001 - [INFO] - [Epoch:133]: Training Loss:0.001143
2023-06-18 23:13:24,096 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 23:13:36,126 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 23:13:47,983 - yago11k_0.001 - [INFO] - [Evaluating Epoch 133 valid]:
MRR: Tail : 0.40883, Head : 0.23098, Avg : 0.31991
2023-06-18 23:13:47,983 - yago11k_0.001 - [INFO] - [Epoch 133]: Training Loss: 0.0011425, Valid MRR: 0.32372,
2023-06-18 23:13:48,619 - yago11k_0.001 - [INFO] - [E:134| 0]: Train Loss:0.0011234, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:14:51,614 - yago11k_0.001 - [INFO] - [E:134| 100]: Train Loss:0.0011394, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:15:54,604 - yago11k_0.001 - [INFO] - [E:134| 200]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:16:57,560 - yago11k_0.001 - [INFO] - [E:134| 300]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:18:00,504 - yago11k_0.001 - [INFO] - [E:134| 400]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:19:03,446 - yago11k_0.001 - [INFO] - [E:134| 500]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:20:05,969 - yago11k_0.001 - [INFO] - [E:134| 600]: Train Loss:0.0011424, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:20:05,969 - yago11k_0.001 - [INFO] - [Epoch:134]: Training Loss:0.001142
2023-06-18 23:20:06,183 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 23:20:18,198 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 23:20:30,046 - yago11k_0.001 - [INFO] - [Evaluating Epoch 134 valid]:
MRR: Tail : 0.41159, Head : 0.22982, Avg : 0.3207
2023-06-18 23:20:30,046 - yago11k_0.001 - [INFO] - [Epoch 134]: Training Loss: 0.0011424, Valid MRR: 0.32372,
2023-06-18 23:20:30,682 - yago11k_0.001 - [INFO] - [E:135| 0]: Train Loss:0.0011415, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:21:33,626 - yago11k_0.001 - [INFO] - [E:135| 100]: Train Loss:0.0011399, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:22:36,578 - yago11k_0.001 - [INFO] - [E:135| 200]: Train Loss:0.0011401, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:23:39,517 - yago11k_0.001 - [INFO] - [E:135| 300]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:24:42,455 - yago11k_0.001 - [INFO] - [E:135| 400]: Train Loss:0.001141, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:25:45,409 - yago11k_0.001 - [INFO] - [E:135| 500]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:26:47,924 - yago11k_0.001 - [INFO] - [E:135| 600]: Train Loss:0.0011416, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:26:47,924 - yago11k_0.001 - [INFO] - [Epoch:135]: Training Loss:0.001142
2023-06-18 23:26:48,139 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 23:27:00,151 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 23:27:12,006 - yago11k_0.001 - [INFO] - [Evaluating Epoch 135 valid]:
MRR: Tail : 0.40643, Head : 0.23217, Avg : 0.3193
2023-06-18 23:27:12,006 - yago11k_0.001 - [INFO] - [Epoch 135]: Training Loss: 0.0011416, Valid MRR: 0.32372,
2023-06-18 23:27:12,641 - yago11k_0.001 - [INFO] - [E:136| 0]: Train Loss:0.0011177, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:28:15,577 - yago11k_0.001 - [INFO] - [E:136| 100]: Train Loss:0.0011394, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:29:18,526 - yago11k_0.001 - [INFO] - [E:136| 200]: Train Loss:0.0011397, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:30:21,480 - yago11k_0.001 - [INFO] - [E:136| 300]: Train Loss:0.0011408, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:31:24,418 - yago11k_0.001 - [INFO] - [E:136| 400]: Train Loss:0.0011411, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:32:27,353 - yago11k_0.001 - [INFO] - [E:136| 500]: Train Loss:0.0011415, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:33:29,874 - yago11k_0.001 - [INFO] - [E:136| 600]: Train Loss:0.0011418, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:33:29,874 - yago11k_0.001 - [INFO] - [Epoch:136]: Training Loss:0.001142
2023-06-18 23:33:30,088 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 23:33:42,114 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 23:33:53,974 - yago11k_0.001 - [INFO] - [Evaluating Epoch 136 valid]:
MRR: Tail : 0.40832, Head : 0.2292, Avg : 0.31876
2023-06-18 23:33:53,974 - yago11k_0.001 - [INFO] - [Epoch 136]: Training Loss: 0.0011418, Valid MRR: 0.32372,
2023-06-18 23:33:54,614 - yago11k_0.001 - [INFO] - [E:137| 0]: Train Loss:0.0011508, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:34:57,630 - yago11k_0.001 - [INFO] - [E:137| 100]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:36:00,648 - yago11k_0.001 - [INFO] - [E:137| 200]: Train Loss:0.0011402, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:37:03,648 - yago11k_0.001 - [INFO] - [E:137| 300]: Train Loss:0.0011404, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:38:06,637 - yago11k_0.001 - [INFO] - [E:137| 400]: Train Loss:0.0011404, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:39:09,653 - yago11k_0.001 - [INFO] - [E:137| 500]: Train Loss:0.0011405, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:40:12,228 - yago11k_0.001 - [INFO] - [E:137| 600]: Train Loss:0.0011407, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:40:12,228 - yago11k_0.001 - [INFO] - [Epoch:137]: Training Loss:0.001141
2023-06-18 23:40:12,442 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 23:40:24,465 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 23:40:36,322 - yago11k_0.001 - [INFO] - [Evaluating Epoch 137 valid]:
MRR: Tail : 0.40902, Head : 0.231, Avg : 0.32001
2023-06-18 23:40:36,322 - yago11k_0.001 - [INFO] - [Epoch 137]: Training Loss: 0.0011407, Valid MRR: 0.32372,
2023-06-18 23:40:36,957 - yago11k_0.001 - [INFO] - [E:138| 0]: Train Loss:0.0011748, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:41:39,984 - yago11k_0.001 - [INFO] - [E:138| 100]: Train Loss:0.0011413, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:42:43,006 - yago11k_0.001 - [INFO] - [E:138| 200]: Train Loss:0.0011409, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:43:46,028 - yago11k_0.001 - [INFO] - [E:138| 300]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:44:49,058 - yago11k_0.001 - [INFO] - [E:138| 400]: Train Loss:0.001141, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:45:52,080 - yago11k_0.001 - [INFO] - [E:138| 500]: Train Loss:0.001141, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:46:54,672 - yago11k_0.001 - [INFO] - [E:138| 600]: Train Loss:0.001141, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:46:54,672 - yago11k_0.001 - [INFO] - [Epoch:138]: Training Loss:0.001141
2023-06-18 23:46:54,886 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 23:47:06,918 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 23:47:18,778 - yago11k_0.001 - [INFO] - [Evaluating Epoch 138 valid]:
MRR: Tail : 0.40863, Head : 0.22772, Avg : 0.31818
2023-06-18 23:47:18,778 - yago11k_0.001 - [INFO] - [Epoch 138]: Training Loss: 0.001141, Valid MRR: 0.32372,
2023-06-18 23:47:19,414 - yago11k_0.001 - [INFO] - [E:139| 0]: Train Loss:0.0011611, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:48:22,454 - yago11k_0.001 - [INFO] - [E:139| 100]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:49:25,480 - yago11k_0.001 - [INFO] - [E:139| 200]: Train Loss:0.0011405, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:50:28,510 - yago11k_0.001 - [INFO] - [E:139| 300]: Train Loss:0.00114, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:51:31,552 - yago11k_0.001 - [INFO] - [E:139| 400]: Train Loss:0.0011404, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:52:34,582 - yago11k_0.001 - [INFO] - [E:139| 500]: Train Loss:0.0011405, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:53:37,170 - yago11k_0.001 - [INFO] - [E:139| 600]: Train Loss:0.001141, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:53:37,170 - yago11k_0.001 - [INFO] - [Epoch:139]: Training Loss:0.001141
2023-06-18 23:53:37,386 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-18 23:53:49,412 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-18 23:54:01,276 - yago11k_0.001 - [INFO] - [Evaluating Epoch 139 valid]:
MRR: Tail : 0.41611, Head : 0.22618, Avg : 0.32115
MR: Tail : 1014.1, Head : 1233.0, Avg : 1123.6
Hit-1: Tail : 0.33343, Head : 0.18964, Avg : 0.26153
Hit-3: Tail : 0.45457, Head : 0.22048, Avg : 0.33752
Hit-10: Tail : 0.57822, Head : 0.29453, Avg : 0.43637
2023-06-18 23:54:01,276 - yago11k_0.001 - [INFO] - [Epoch 139]: Training Loss: 0.001141, Valid MRR: 0.32372,
2023-06-18 23:54:01,911 - yago11k_0.001 - [INFO] - [E:140| 0]: Train Loss:0.0011459, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:55:04,944 - yago11k_0.001 - [INFO] - [E:140| 100]: Train Loss:0.0011399, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:56:07,959 - yago11k_0.001 - [INFO] - [E:140| 200]: Train Loss:0.0011404, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:57:10,994 - yago11k_0.001 - [INFO] - [E:140| 300]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:58:14,061 - yago11k_0.001 - [INFO] - [E:140| 400]: Train Loss:0.0011407, Val MRR:0.32372, yago11k_0.001
2023-06-18 23:59:17,100 - yago11k_0.001 - [INFO] - [E:140| 500]: Train Loss:0.0011409, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:00:19,698 - yago11k_0.001 - [INFO] - [E:140| 600]: Train Loss:0.001141, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:00:19,698 - yago11k_0.001 - [INFO] - [Epoch:140]: Training Loss:0.001141
2023-06-19 00:00:19,913 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 00:00:31,943 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 00:00:43,804 - yago11k_0.001 - [INFO] - [Evaluating Epoch 140 valid]:
MRR: Tail : 0.41386, Head : 0.22908, Avg : 0.32147
2023-06-19 00:00:43,804 - yago11k_0.001 - [INFO] - [Epoch 140]: Training Loss: 0.001141, Valid MRR: 0.32372,
2023-06-19 00:00:44,442 - yago11k_0.001 - [INFO] - [E:141| 0]: Train Loss:0.0011383, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:01:47,487 - yago11k_0.001 - [INFO] - [E:141| 100]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:02:50,507 - yago11k_0.001 - [INFO] - [E:141| 200]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:03:53,522 - yago11k_0.001 - [INFO] - [E:141| 300]: Train Loss:0.0011388, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:04:56,549 - yago11k_0.001 - [INFO] - [E:141| 400]: Train Loss:0.0011398, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:05:59,575 - yago11k_0.001 - [INFO] - [E:141| 500]: Train Loss:0.0011403, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:07:02,170 - yago11k_0.001 - [INFO] - [E:141| 600]: Train Loss:0.0011411, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:07:02,170 - yago11k_0.001 - [INFO] - [Epoch:141]: Training Loss:0.001141
2023-06-19 00:07:02,384 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 00:07:14,411 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 00:07:26,274 - yago11k_0.001 - [INFO] - [Evaluating Epoch 141 valid]:
MRR: Tail : 0.41233, Head : 0.23052, Avg : 0.32142
2023-06-19 00:07:26,275 - yago11k_0.001 - [INFO] - [Epoch 141]: Training Loss: 0.0011411, Valid MRR: 0.32372,
2023-06-19 00:07:26,910 - yago11k_0.001 - [INFO] - [E:142| 0]: Train Loss:0.0011139, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:08:29,928 - yago11k_0.001 - [INFO] - [E:142| 100]: Train Loss:0.0011392, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:09:32,954 - yago11k_0.001 - [INFO] - [E:142| 200]: Train Loss:0.0011388, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:10:35,959 - yago11k_0.001 - [INFO] - [E:142| 300]: Train Loss:0.0011383, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:11:38,990 - yago11k_0.001 - [INFO] - [E:142| 400]: Train Loss:0.0011392, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:12:41,997 - yago11k_0.001 - [INFO] - [E:142| 500]: Train Loss:0.0011397, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:13:44,607 - yago11k_0.001 - [INFO] - [E:142| 600]: Train Loss:0.0011403, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:13:44,608 - yago11k_0.001 - [INFO] - [Epoch:142]: Training Loss:0.00114
2023-06-19 00:13:44,821 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 00:13:56,843 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 00:14:08,703 - yago11k_0.001 - [INFO] - [Evaluating Epoch 142 valid]:
MRR: Tail : 0.40948, Head : 0.23082, Avg : 0.32015
2023-06-19 00:14:08,703 - yago11k_0.001 - [INFO] - [Epoch 142]: Training Loss: 0.0011403, Valid MRR: 0.32372,
2023-06-19 00:14:09,338 - yago11k_0.001 - [INFO] - [E:143| 0]: Train Loss:0.0011472, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:15:12,367 - yago11k_0.001 - [INFO] - [E:143| 100]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:16:15,384 - yago11k_0.001 - [INFO] - [E:143| 200]: Train Loss:0.0011396, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:17:18,403 - yago11k_0.001 - [INFO] - [E:143| 300]: Train Loss:0.0011406, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:18:21,407 - yago11k_0.001 - [INFO] - [E:143| 400]: Train Loss:0.0011403, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:19:24,422 - yago11k_0.001 - [INFO] - [E:143| 500]: Train Loss:0.0011402, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:20:27,012 - yago11k_0.001 - [INFO] - [E:143| 600]: Train Loss:0.0011405, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:20:27,012 - yago11k_0.001 - [INFO] - [Epoch:143]: Training Loss:0.00114
2023-06-19 00:20:27,227 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 00:20:39,252 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 00:20:51,115 - yago11k_0.001 - [INFO] - [Evaluating Epoch 143 valid]:
MRR: Tail : 0.41311, Head : 0.22874, Avg : 0.32092
2023-06-19 00:20:51,115 - yago11k_0.001 - [INFO] - [Epoch 143]: Training Loss: 0.0011405, Valid MRR: 0.32372,
2023-06-19 00:20:51,754 - yago11k_0.001 - [INFO] - [E:144| 0]: Train Loss:0.0011447, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:21:54,785 - yago11k_0.001 - [INFO] - [E:144| 100]: Train Loss:0.0011383, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:22:57,787 - yago11k_0.001 - [INFO] - [E:144| 200]: Train Loss:0.0011378, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:24:00,788 - yago11k_0.001 - [INFO] - [E:144| 300]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:25:03,814 - yago11k_0.001 - [INFO] - [E:144| 400]: Train Loss:0.0011396, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:26:06,815 - yago11k_0.001 - [INFO] - [E:144| 500]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:27:09,409 - yago11k_0.001 - [INFO] - [E:144| 600]: Train Loss:0.0011401, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:27:09,410 - yago11k_0.001 - [INFO] - [Epoch:144]: Training Loss:0.00114
2023-06-19 00:27:09,625 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 00:27:21,650 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 00:27:33,509 - yago11k_0.001 - [INFO] - [Evaluating Epoch 144 valid]:
MRR: Tail : 0.41278, Head : 0.22983, Avg : 0.3213
2023-06-19 00:27:33,509 - yago11k_0.001 - [INFO] - [Epoch 144]: Training Loss: 0.0011401, Valid MRR: 0.32372,
2023-06-19 00:27:34,149 - yago11k_0.001 - [INFO] - [E:145| 0]: Train Loss:0.001122, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:28:37,182 - yago11k_0.001 - [INFO] - [E:145| 100]: Train Loss:0.0011418, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:29:40,213 - yago11k_0.001 - [INFO] - [E:145| 200]: Train Loss:0.0011402, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:30:43,228 - yago11k_0.001 - [INFO] - [E:145| 300]: Train Loss:0.0011399, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:31:46,231 - yago11k_0.001 - [INFO] - [E:145| 400]: Train Loss:0.0011394, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:32:49,242 - yago11k_0.001 - [INFO] - [E:145| 500]: Train Loss:0.0011397, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:33:51,820 - yago11k_0.001 - [INFO] - [E:145| 600]: Train Loss:0.0011396, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:33:51,821 - yago11k_0.001 - [INFO] - [Epoch:145]: Training Loss:0.00114
2023-06-19 00:33:52,035 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 00:34:04,064 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 00:34:15,924 - yago11k_0.001 - [INFO] - [Evaluating Epoch 145 valid]:
MRR: Tail : 0.40574, Head : 0.23026, Avg : 0.318
2023-06-19 00:34:15,924 - yago11k_0.001 - [INFO] - [Epoch 145]: Training Loss: 0.0011396, Valid MRR: 0.32372,
2023-06-19 00:34:16,563 - yago11k_0.001 - [INFO] - [E:146| 0]: Train Loss:0.0011213, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:35:19,576 - yago11k_0.001 - [INFO] - [E:146| 100]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:36:22,586 - yago11k_0.001 - [INFO] - [E:146| 200]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:37:25,608 - yago11k_0.001 - [INFO] - [E:146| 300]: Train Loss:0.0011387, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:38:28,627 - yago11k_0.001 - [INFO] - [E:146| 400]: Train Loss:0.0011391, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:39:31,641 - yago11k_0.001 - [INFO] - [E:146| 500]: Train Loss:0.0011391, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:40:34,226 - yago11k_0.001 - [INFO] - [E:146| 600]: Train Loss:0.0011396, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:40:34,226 - yago11k_0.001 - [INFO] - [Epoch:146]: Training Loss:0.00114
2023-06-19 00:40:34,440 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 00:40:46,504 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 00:40:58,363 - yago11k_0.001 - [INFO] - [Evaluating Epoch 146 valid]:
MRR: Tail : 0.41032, Head : 0.23116, Avg : 0.32074
2023-06-19 00:40:58,363 - yago11k_0.001 - [INFO] - [Epoch 146]: Training Loss: 0.0011396, Valid MRR: 0.32372,
2023-06-19 00:40:58,998 - yago11k_0.001 - [INFO] - [E:147| 0]: Train Loss:0.0011508, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:42:02,009 - yago11k_0.001 - [INFO] - [E:147| 100]: Train Loss:0.001137, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:43:05,049 - yago11k_0.001 - [INFO] - [E:147| 200]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:44:08,086 - yago11k_0.001 - [INFO] - [E:147| 300]: Train Loss:0.0011375, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:45:11,141 - yago11k_0.001 - [INFO] - [E:147| 400]: Train Loss:0.0011388, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:46:14,175 - yago11k_0.001 - [INFO] - [E:147| 500]: Train Loss:0.0011388, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:47:16,771 - yago11k_0.001 - [INFO] - [E:147| 600]: Train Loss:0.001139, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:47:16,772 - yago11k_0.001 - [INFO] - [Epoch:147]: Training Loss:0.001139
2023-06-19 00:47:16,987 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 00:47:29,015 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 00:47:40,878 - yago11k_0.001 - [INFO] - [Evaluating Epoch 147 valid]:
MRR: Tail : 0.4122, Head : 0.23041, Avg : 0.3213
2023-06-19 00:47:40,878 - yago11k_0.001 - [INFO] - [Epoch 147]: Training Loss: 0.001139, Valid MRR: 0.32372,
2023-06-19 00:47:41,517 - yago11k_0.001 - [INFO] - [E:148| 0]: Train Loss:0.0011307, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:48:44,564 - yago11k_0.001 - [INFO] - [E:148| 100]: Train Loss:0.001138, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:49:47,616 - yago11k_0.001 - [INFO] - [E:148| 200]: Train Loss:0.0011375, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:50:50,651 - yago11k_0.001 - [INFO] - [E:148| 300]: Train Loss:0.0011378, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:51:53,686 - yago11k_0.001 - [INFO] - [E:148| 400]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:52:56,715 - yago11k_0.001 - [INFO] - [E:148| 500]: Train Loss:0.0011387, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:53:59,325 - yago11k_0.001 - [INFO] - [E:148| 600]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:53:59,325 - yago11k_0.001 - [INFO] - [Epoch:148]: Training Loss:0.001138
2023-06-19 00:53:59,540 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 00:54:11,562 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 00:54:23,423 - yago11k_0.001 - [INFO] - [Evaluating Epoch 148 valid]:
MRR: Tail : 0.40719, Head : 0.22891, Avg : 0.31805
2023-06-19 00:54:23,423 - yago11k_0.001 - [INFO] - [Epoch 148]: Training Loss: 0.0011385, Valid MRR: 0.32372,
2023-06-19 00:54:24,060 - yago11k_0.001 - [INFO] - [E:149| 0]: Train Loss:0.0011381, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:55:27,098 - yago11k_0.001 - [INFO] - [E:149| 100]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:56:30,151 - yago11k_0.001 - [INFO] - [E:149| 200]: Train Loss:0.001137, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:57:33,179 - yago11k_0.001 - [INFO] - [E:149| 300]: Train Loss:0.0011378, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:58:36,201 - yago11k_0.001 - [INFO] - [E:149| 400]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_0.001
2023-06-19 00:59:39,254 - yago11k_0.001 - [INFO] - [E:149| 500]: Train Loss:0.0011384, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:00:41,884 - yago11k_0.001 - [INFO] - [E:149| 600]: Train Loss:0.0011387, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:00:41,884 - yago11k_0.001 - [INFO] - [Epoch:149]: Training Loss:0.001139
2023-06-19 01:00:42,098 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 01:00:54,128 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 01:01:05,994 - yago11k_0.001 - [INFO] - [Evaluating Epoch 149 valid]:
MRR: Tail : 0.40793, Head : 0.23124, Avg : 0.31959
MR: Tail : 1001.5, Head : 1247.2, Avg : 1124.3
Hit-1: Tail : 0.31995, Head : 0.19394, Avg : 0.25695
Hit-3: Tail : 0.45693, Head : 0.22854, Avg : 0.34273
Hit-10: Tail : 0.57544, Head : 0.29953, Avg : 0.43748
2023-06-19 01:01:05,994 - yago11k_0.001 - [INFO] - [Epoch 149]: Training Loss: 0.0011387, Valid MRR: 0.32372,
2023-06-19 01:01:06,630 - yago11k_0.001 - [INFO] - [E:150| 0]: Train Loss:0.0011325, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:02:09,653 - yago11k_0.001 - [INFO] - [E:150| 100]: Train Loss:0.0011343, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:03:12,701 - yago11k_0.001 - [INFO] - [E:150| 200]: Train Loss:0.0011369, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:04:15,722 - yago11k_0.001 - [INFO] - [E:150| 300]: Train Loss:0.0011372, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:05:18,776 - yago11k_0.001 - [INFO] - [E:150| 400]: Train Loss:0.001138, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:06:21,823 - yago11k_0.001 - [INFO] - [E:150| 500]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:07:24,421 - yago11k_0.001 - [INFO] - [E:150| 600]: Train Loss:0.0011384, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:07:24,421 - yago11k_0.001 - [INFO] - [Epoch:150]: Training Loss:0.001138
2023-06-19 01:07:24,635 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 01:07:36,666 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 01:07:48,534 - yago11k_0.001 - [INFO] - [Evaluating Epoch 150 valid]:
MRR: Tail : 0.41467, Head : 0.23008, Avg : 0.32238
2023-06-19 01:07:48,534 - yago11k_0.001 - [INFO] - [Epoch 150]: Training Loss: 0.0011384, Valid MRR: 0.32372,
2023-06-19 01:07:49,170 - yago11k_0.001 - [INFO] - [E:151| 0]: Train Loss:0.0011208, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:08:52,226 - yago11k_0.001 - [INFO] - [E:151| 100]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:09:55,240 - yago11k_0.001 - [INFO] - [E:151| 200]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:10:58,303 - yago11k_0.001 - [INFO] - [E:151| 300]: Train Loss:0.0011382, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:12:01,363 - yago11k_0.001 - [INFO] - [E:151| 400]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:13:04,404 - yago11k_0.001 - [INFO] - [E:151| 500]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:14:07,018 - yago11k_0.001 - [INFO] - [E:151| 600]: Train Loss:0.0011383, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:14:07,018 - yago11k_0.001 - [INFO] - [Epoch:151]: Training Loss:0.001138
2023-06-19 01:14:07,234 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 01:14:19,263 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 01:14:31,133 - yago11k_0.001 - [INFO] - [Evaluating Epoch 151 valid]:
MRR: Tail : 0.41434, Head : 0.23279, Avg : 0.32356
2023-06-19 01:14:31,133 - yago11k_0.001 - [INFO] - [Epoch 151]: Training Loss: 0.0011383, Valid MRR: 0.32372,
2023-06-19 01:14:31,772 - yago11k_0.001 - [INFO] - [E:152| 0]: Train Loss:0.0011433, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:15:34,824 - yago11k_0.001 - [INFO] - [E:152| 100]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:16:37,879 - yago11k_0.001 - [INFO] - [E:152| 200]: Train Loss:0.0011393, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:17:40,911 - yago11k_0.001 - [INFO] - [E:152| 300]: Train Loss:0.0011397, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:18:43,950 - yago11k_0.001 - [INFO] - [E:152| 400]: Train Loss:0.0011393, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:19:46,992 - yago11k_0.001 - [INFO] - [E:152| 500]: Train Loss:0.001139, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:20:49,625 - yago11k_0.001 - [INFO] - [E:152| 600]: Train Loss:0.0011382, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:20:49,625 - yago11k_0.001 - [INFO] - [Epoch:152]: Training Loss:0.001138
2023-06-19 01:20:49,839 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 01:21:01,874 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 01:21:13,740 - yago11k_0.001 - [INFO] - [Evaluating Epoch 152 valid]:
MRR: Tail : 0.41175, Head : 0.22982, Avg : 0.32079
2023-06-19 01:21:13,740 - yago11k_0.001 - [INFO] - [Epoch 152]: Training Loss: 0.0011382, Valid MRR: 0.32372,
2023-06-19 01:21:14,380 - yago11k_0.001 - [INFO] - [E:153| 0]: Train Loss:0.0011187, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:22:17,449 - yago11k_0.001 - [INFO] - [E:153| 100]: Train Loss:0.0011343, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:23:20,498 - yago11k_0.001 - [INFO] - [E:153| 200]: Train Loss:0.0011387, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:24:23,555 - yago11k_0.001 - [INFO] - [E:153| 300]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:25:26,585 - yago11k_0.001 - [INFO] - [E:153| 400]: Train Loss:0.0011372, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:26:29,656 - yago11k_0.001 - [INFO] - [E:153| 500]: Train Loss:0.0011375, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:27:32,268 - yago11k_0.001 - [INFO] - [E:153| 600]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:27:32,268 - yago11k_0.001 - [INFO] - [Epoch:153]: Training Loss:0.001138
2023-06-19 01:27:32,483 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 01:27:44,510 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 01:27:56,374 - yago11k_0.001 - [INFO] - [Evaluating Epoch 153 valid]:
MRR: Tail : 0.40963, Head : 0.23137, Avg : 0.3205
2023-06-19 01:27:56,374 - yago11k_0.001 - [INFO] - [Epoch 153]: Training Loss: 0.0011377, Valid MRR: 0.32372,
2023-06-19 01:27:57,013 - yago11k_0.001 - [INFO] - [E:154| 0]: Train Loss:0.0011226, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:29:00,043 - yago11k_0.001 - [INFO] - [E:154| 100]: Train Loss:0.0011354, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:30:03,088 - yago11k_0.001 - [INFO] - [E:154| 200]: Train Loss:0.0011364, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:31:06,125 - yago11k_0.001 - [INFO] - [E:154| 300]: Train Loss:0.0011366, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:32:09,199 - yago11k_0.001 - [INFO] - [E:154| 400]: Train Loss:0.0011372, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:33:12,249 - yago11k_0.001 - [INFO] - [E:154| 500]: Train Loss:0.001137, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:34:14,848 - yago11k_0.001 - [INFO] - [E:154| 600]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:34:14,849 - yago11k_0.001 - [INFO] - [Epoch:154]: Training Loss:0.001138
2023-06-19 01:34:15,064 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 01:34:27,094 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 01:34:38,959 - yago11k_0.001 - [INFO] - [Evaluating Epoch 154 valid]:
MRR: Tail : 0.40977, Head : 0.23144, Avg : 0.32061
2023-06-19 01:34:38,960 - yago11k_0.001 - [INFO] - [Epoch 154]: Training Loss: 0.0011377, Valid MRR: 0.32372,
2023-06-19 01:34:39,599 - yago11k_0.001 - [INFO] - [E:155| 0]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:35:42,653 - yago11k_0.001 - [INFO] - [E:155| 100]: Train Loss:0.001135, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:36:45,692 - yago11k_0.001 - [INFO] - [E:155| 200]: Train Loss:0.0011364, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:37:48,747 - yago11k_0.001 - [INFO] - [E:155| 300]: Train Loss:0.0011366, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:38:51,796 - yago11k_0.001 - [INFO] - [E:155| 400]: Train Loss:0.0011376, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:39:54,830 - yago11k_0.001 - [INFO] - [E:155| 500]: Train Loss:0.0011374, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:40:57,471 - yago11k_0.001 - [INFO] - [E:155| 600]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:40:57,472 - yago11k_0.001 - [INFO] - [Epoch:155]: Training Loss:0.001138
2023-06-19 01:40:57,686 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 01:41:09,717 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 01:41:21,585 - yago11k_0.001 - [INFO] - [Evaluating Epoch 155 valid]:
MRR: Tail : 0.41053, Head : 0.22805, Avg : 0.31929
2023-06-19 01:41:21,586 - yago11k_0.001 - [INFO] - [Epoch 155]: Training Loss: 0.0011379, Valid MRR: 0.32372,
2023-06-19 01:41:22,221 - yago11k_0.001 - [INFO] - [E:156| 0]: Train Loss:0.0011315, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:42:25,258 - yago11k_0.001 - [INFO] - [E:156| 100]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:43:28,316 - yago11k_0.001 - [INFO] - [E:156| 200]: Train Loss:0.0011369, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:44:31,378 - yago11k_0.001 - [INFO] - [E:156| 300]: Train Loss:0.0011369, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:45:34,433 - yago11k_0.001 - [INFO] - [E:156| 400]: Train Loss:0.0011364, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:46:37,513 - yago11k_0.001 - [INFO] - [E:156| 500]: Train Loss:0.0011366, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:47:40,151 - yago11k_0.001 - [INFO] - [E:156| 600]: Train Loss:0.0011367, Val MRR:0.32372, yago11k_0.001
2023-06-19 01:47:40,151 - yago11k_0.001 - [INFO] - [Epoch:156]: Training Loss:0.001137
2023-06-19 01:47:40,367 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 01:47:52,406 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 01:48:04,268 - yago11k_0.001 - [INFO] - [Evaluating Epoch 156 valid]:
MRR: Tail : 0.4192, Head : 0.23226, Avg : 0.32573
2023-06-19 01:48:05,252 - yago11k_0.001 - [INFO] - [Epoch 156]: Training Loss: 0.0011367, Valid MRR: 0.32573,
2023-06-19 01:48:05,893 - yago11k_0.001 - [INFO] - [E:157| 0]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_0.001
2023-06-19 01:49:08,918 - yago11k_0.001 - [INFO] - [E:157| 100]: Train Loss:0.0011373, Val MRR:0.32573, yago11k_0.001
2023-06-19 01:50:11,919 - yago11k_0.001 - [INFO] - [E:157| 200]: Train Loss:0.001137, Val MRR:0.32573, yago11k_0.001
2023-06-19 01:51:14,930 - yago11k_0.001 - [INFO] - [E:157| 300]: Train Loss:0.0011367, Val MRR:0.32573, yago11k_0.001
2023-06-19 01:52:17,913 - yago11k_0.001 - [INFO] - [E:157| 400]: Train Loss:0.0011366, Val MRR:0.32573, yago11k_0.001
2023-06-19 01:53:20,922 - yago11k_0.001 - [INFO] - [E:157| 500]: Train Loss:0.0011369, Val MRR:0.32573, yago11k_0.001
2023-06-19 01:54:23,513 - yago11k_0.001 - [INFO] - [E:157| 600]: Train Loss:0.0011366, Val MRR:0.32573, yago11k_0.001
2023-06-19 01:54:23,513 - yago11k_0.001 - [INFO] - [Epoch:157]: Training Loss:0.001137
2023-06-19 01:54:23,728 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 01:54:35,754 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 01:54:47,617 - yago11k_0.001 - [INFO] - [Evaluating Epoch 157 valid]:
MRR: Tail : 0.41196, Head : 0.23031, Avg : 0.32114
2023-06-19 01:54:47,617 - yago11k_0.001 - [INFO] - [Epoch 157]: Training Loss: 0.0011366, Valid MRR: 0.32573,
2023-06-19 01:54:48,254 - yago11k_0.001 - [INFO] - [E:158| 0]: Train Loss:0.0011215, Val MRR:0.32573, yago11k_0.001
2023-06-19 01:55:51,281 - yago11k_0.001 - [INFO] - [E:158| 100]: Train Loss:0.001134, Val MRR:0.32573, yago11k_0.001
2023-06-19 01:56:54,301 - yago11k_0.001 - [INFO] - [E:158| 200]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_0.001
2023-06-19 01:57:57,308 - yago11k_0.001 - [INFO] - [E:158| 300]: Train Loss:0.0011354, Val MRR:0.32573, yago11k_0.001
2023-06-19 01:59:00,333 - yago11k_0.001 - [INFO] - [E:158| 400]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:00:03,331 - yago11k_0.001 - [INFO] - [E:158| 500]: Train Loss:0.0011356, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:01:05,926 - yago11k_0.001 - [INFO] - [E:158| 600]: Train Loss:0.0011362, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:01:05,927 - yago11k_0.001 - [INFO] - [Epoch:158]: Training Loss:0.001136
2023-06-19 02:01:06,140 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 02:01:18,171 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 02:01:30,031 - yago11k_0.001 - [INFO] - [Evaluating Epoch 158 valid]:
MRR: Tail : 0.41615, Head : 0.22736, Avg : 0.32175
2023-06-19 02:01:30,031 - yago11k_0.001 - [INFO] - [Epoch 158]: Training Loss: 0.0011362, Valid MRR: 0.32573,
2023-06-19 02:01:30,667 - yago11k_0.001 - [INFO] - [E:159| 0]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:02:33,641 - yago11k_0.001 - [INFO] - [E:159| 100]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:03:36,603 - yago11k_0.001 - [INFO] - [E:159| 200]: Train Loss:0.001136, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:04:39,668 - yago11k_0.001 - [INFO] - [E:159| 300]: Train Loss:0.0011371, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:05:42,667 - yago11k_0.001 - [INFO] - [E:159| 400]: Train Loss:0.0011373, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:06:45,668 - yago11k_0.001 - [INFO] - [E:159| 500]: Train Loss:0.0011366, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:07:48,232 - yago11k_0.001 - [INFO] - [E:159| 600]: Train Loss:0.0011369, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:07:48,233 - yago11k_0.001 - [INFO] - [Epoch:159]: Training Loss:0.001137
2023-06-19 02:07:48,448 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 02:08:00,470 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 02:08:12,332 - yago11k_0.001 - [INFO] - [Evaluating Epoch 159 valid]:
MRR: Tail : 0.40985, Head : 0.2318, Avg : 0.32082
MR: Tail : 1017.6, Head : 1253.9, Avg : 1135.8
Hit-1: Tail : 0.32162, Head : 0.19353, Avg : 0.25757
Hit-3: Tail : 0.45263, Head : 0.22701, Avg : 0.33982
Hit-10: Tail : 0.58211, Head : 0.30578, Avg : 0.44394
2023-06-19 02:08:12,332 - yago11k_0.001 - [INFO] - [Epoch 159]: Training Loss: 0.0011369, Valid MRR: 0.32573,
2023-06-19 02:08:12,971 - yago11k_0.001 - [INFO] - [E:160| 0]: Train Loss:0.0011547, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:09:15,966 - yago11k_0.001 - [INFO] - [E:160| 100]: Train Loss:0.0011365, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:10:18,957 - yago11k_0.001 - [INFO] - [E:160| 200]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:11:21,991 - yago11k_0.001 - [INFO] - [E:160| 300]: Train Loss:0.0011353, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:12:24,995 - yago11k_0.001 - [INFO] - [E:160| 400]: Train Loss:0.0011358, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:13:28,002 - yago11k_0.001 - [INFO] - [E:160| 500]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:14:30,571 - yago11k_0.001 - [INFO] - [E:160| 600]: Train Loss:0.0011367, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:14:30,571 - yago11k_0.001 - [INFO] - [Epoch:160]: Training Loss:0.001137
2023-06-19 02:14:30,786 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 02:14:42,810 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 02:14:54,672 - yago11k_0.001 - [INFO] - [Evaluating Epoch 160 valid]:
MRR: Tail : 0.40915, Head : 0.22868, Avg : 0.31891
2023-06-19 02:14:54,672 - yago11k_0.001 - [INFO] - [Epoch 160]: Training Loss: 0.0011367, Valid MRR: 0.32573,
2023-06-19 02:14:55,307 - yago11k_0.001 - [INFO] - [E:161| 0]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:15:58,297 - yago11k_0.001 - [INFO] - [E:161| 100]: Train Loss:0.0011367, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:17:01,309 - yago11k_0.001 - [INFO] - [E:161| 200]: Train Loss:0.0011357, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:18:04,315 - yago11k_0.001 - [INFO] - [E:161| 300]: Train Loss:0.0011368, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:19:07,328 - yago11k_0.001 - [INFO] - [E:161| 400]: Train Loss:0.0011369, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:20:10,332 - yago11k_0.001 - [INFO] - [E:161| 500]: Train Loss:0.0011369, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:21:12,897 - yago11k_0.001 - [INFO] - [E:161| 600]: Train Loss:0.0011363, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:21:12,897 - yago11k_0.001 - [INFO] - [Epoch:161]: Training Loss:0.001136
2023-06-19 02:21:13,111 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 02:21:25,137 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 02:21:36,998 - yago11k_0.001 - [INFO] - [Evaluating Epoch 161 valid]:
MRR: Tail : 0.41033, Head : 0.23278, Avg : 0.32156
2023-06-19 02:21:36,998 - yago11k_0.001 - [INFO] - [Epoch 161]: Training Loss: 0.0011363, Valid MRR: 0.32573,
2023-06-19 02:21:37,636 - yago11k_0.001 - [INFO] - [E:162| 0]: Train Loss:0.001124, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:22:40,639 - yago11k_0.001 - [INFO] - [E:162| 100]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:23:43,640 - yago11k_0.001 - [INFO] - [E:162| 200]: Train Loss:0.0011343, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:24:46,648 - yago11k_0.001 - [INFO] - [E:162| 300]: Train Loss:0.0011351, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:25:49,647 - yago11k_0.001 - [INFO] - [E:162| 400]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:26:52,677 - yago11k_0.001 - [INFO] - [E:162| 500]: Train Loss:0.0011357, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:27:55,272 - yago11k_0.001 - [INFO] - [E:162| 600]: Train Loss:0.001136, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:27:55,272 - yago11k_0.001 - [INFO] - [Epoch:162]: Training Loss:0.001136
2023-06-19 02:27:55,486 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 02:28:07,517 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 02:28:19,380 - yago11k_0.001 - [INFO] - [Evaluating Epoch 162 valid]:
MRR: Tail : 0.41639, Head : 0.23128, Avg : 0.32383
2023-06-19 02:28:19,380 - yago11k_0.001 - [INFO] - [Epoch 162]: Training Loss: 0.001136, Valid MRR: 0.32573,
2023-06-19 02:28:20,020 - yago11k_0.001 - [INFO] - [E:163| 0]: Train Loss:0.0011572, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:29:23,025 - yago11k_0.001 - [INFO] - [E:163| 100]: Train Loss:0.001133, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:30:26,038 - yago11k_0.001 - [INFO] - [E:163| 200]: Train Loss:0.0011348, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:31:29,046 - yago11k_0.001 - [INFO] - [E:163| 300]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:32:32,068 - yago11k_0.001 - [INFO] - [E:163| 400]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:33:35,079 - yago11k_0.001 - [INFO] - [E:163| 500]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:34:37,686 - yago11k_0.001 - [INFO] - [E:163| 600]: Train Loss:0.0011359, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:34:37,687 - yago11k_0.001 - [INFO] - [Epoch:163]: Training Loss:0.001136
2023-06-19 02:34:37,902 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 02:34:49,948 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 02:35:01,814 - yago11k_0.001 - [INFO] - [Evaluating Epoch 163 valid]:
MRR: Tail : 0.41193, Head : 0.2332, Avg : 0.32256
2023-06-19 02:35:01,814 - yago11k_0.001 - [INFO] - [Epoch 163]: Training Loss: 0.0011359, Valid MRR: 0.32573,
2023-06-19 02:35:02,449 - yago11k_0.001 - [INFO] - [E:164| 0]: Train Loss:0.0011473, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:36:05,481 - yago11k_0.001 - [INFO] - [E:164| 100]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:37:08,519 - yago11k_0.001 - [INFO] - [E:164| 200]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:38:11,558 - yago11k_0.001 - [INFO] - [E:164| 300]: Train Loss:0.0011353, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:39:14,584 - yago11k_0.001 - [INFO] - [E:164| 400]: Train Loss:0.0011357, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:40:17,603 - yago11k_0.001 - [INFO] - [E:164| 500]: Train Loss:0.0011349, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:41:20,215 - yago11k_0.001 - [INFO] - [E:164| 600]: Train Loss:0.0011351, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:41:20,216 - yago11k_0.001 - [INFO] - [Epoch:164]: Training Loss:0.001135
2023-06-19 02:41:20,432 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 02:41:32,471 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 02:41:44,342 - yago11k_0.001 - [INFO] - [Evaluating Epoch 164 valid]:
MRR: Tail : 0.41065, Head : 0.23114, Avg : 0.3209
2023-06-19 02:41:44,342 - yago11k_0.001 - [INFO] - [Epoch 164]: Training Loss: 0.0011351, Valid MRR: 0.32573,
2023-06-19 02:41:44,981 - yago11k_0.001 - [INFO] - [E:165| 0]: Train Loss:0.0011209, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:42:48,049 - yago11k_0.001 - [INFO] - [E:165| 100]: Train Loss:0.0011375, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:43:51,106 - yago11k_0.001 - [INFO] - [E:165| 200]: Train Loss:0.0011372, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:44:54,140 - yago11k_0.001 - [INFO] - [E:165| 300]: Train Loss:0.0011374, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:45:57,213 - yago11k_0.001 - [INFO] - [E:165| 400]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:47:00,262 - yago11k_0.001 - [INFO] - [E:165| 500]: Train Loss:0.001136, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:48:02,877 - yago11k_0.001 - [INFO] - [E:165| 600]: Train Loss:0.0011364, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:48:02,878 - yago11k_0.001 - [INFO] - [Epoch:165]: Training Loss:0.001136
2023-06-19 02:48:03,092 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 02:48:15,127 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 02:48:26,997 - yago11k_0.001 - [INFO] - [Evaluating Epoch 165 valid]:
MRR: Tail : 0.40559, Head : 0.22948, Avg : 0.31753
2023-06-19 02:48:26,997 - yago11k_0.001 - [INFO] - [Epoch 165]: Training Loss: 0.0011364, Valid MRR: 0.32573,
2023-06-19 02:48:27,633 - yago11k_0.001 - [INFO] - [E:166| 0]: Train Loss:0.0011359, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:49:30,683 - yago11k_0.001 - [INFO] - [E:166| 100]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:50:33,734 - yago11k_0.001 - [INFO] - [E:166| 200]: Train Loss:0.0011356, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:51:36,793 - yago11k_0.001 - [INFO] - [E:166| 300]: Train Loss:0.0011349, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:52:39,850 - yago11k_0.001 - [INFO] - [E:166| 400]: Train Loss:0.0011351, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:53:42,930 - yago11k_0.001 - [INFO] - [E:166| 500]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:54:45,567 - yago11k_0.001 - [INFO] - [E:166| 600]: Train Loss:0.0011353, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:54:45,568 - yago11k_0.001 - [INFO] - [Epoch:166]: Training Loss:0.001135
2023-06-19 02:54:45,784 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 02:54:57,821 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 02:55:09,697 - yago11k_0.001 - [INFO] - [Evaluating Epoch 166 valid]:
MRR: Tail : 0.40645, Head : 0.23166, Avg : 0.31905
2023-06-19 02:55:09,697 - yago11k_0.001 - [INFO] - [Epoch 166]: Training Loss: 0.0011353, Valid MRR: 0.32573,
2023-06-19 02:55:10,340 - yago11k_0.001 - [INFO] - [E:167| 0]: Train Loss:0.0011156, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:56:13,416 - yago11k_0.001 - [INFO] - [E:167| 100]: Train Loss:0.0011349, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:57:16,465 - yago11k_0.001 - [INFO] - [E:167| 200]: Train Loss:0.001136, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:58:19,511 - yago11k_0.001 - [INFO] - [E:167| 300]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_0.001
2023-06-19 02:59:22,565 - yago11k_0.001 - [INFO] - [E:167| 400]: Train Loss:0.0011354, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:00:25,614 - yago11k_0.001 - [INFO] - [E:167| 500]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:01:28,223 - yago11k_0.001 - [INFO] - [E:167| 600]: Train Loss:0.0011354, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:01:28,224 - yago11k_0.001 - [INFO] - [Epoch:167]: Training Loss:0.001135
2023-06-19 03:01:28,438 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 03:01:40,470 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 03:01:52,333 - yago11k_0.001 - [INFO] - [Evaluating Epoch 167 valid]:
MRR: Tail : 0.40935, Head : 0.22912, Avg : 0.31924
2023-06-19 03:01:52,333 - yago11k_0.001 - [INFO] - [Epoch 167]: Training Loss: 0.0011354, Valid MRR: 0.32573,
2023-06-19 03:01:52,974 - yago11k_0.001 - [INFO] - [E:168| 0]: Train Loss:0.0011204, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:02:56,041 - yago11k_0.001 - [INFO] - [E:168| 100]: Train Loss:0.0011344, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:03:59,083 - yago11k_0.001 - [INFO] - [E:168| 200]: Train Loss:0.0011346, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:05:02,135 - yago11k_0.001 - [INFO] - [E:168| 300]: Train Loss:0.001135, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:06:05,207 - yago11k_0.001 - [INFO] - [E:168| 400]: Train Loss:0.0011353, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:07:08,256 - yago11k_0.001 - [INFO] - [E:168| 500]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:08:10,874 - yago11k_0.001 - [INFO] - [E:168| 600]: Train Loss:0.0011347, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:08:10,875 - yago11k_0.001 - [INFO] - [Epoch:168]: Training Loss:0.001135
2023-06-19 03:08:11,089 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 03:08:23,129 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 03:08:34,999 - yago11k_0.001 - [INFO] - [Evaluating Epoch 168 valid]:
MRR: Tail : 0.41195, Head : 0.23093, Avg : 0.32144
2023-06-19 03:08:34,999 - yago11k_0.001 - [INFO] - [Epoch 168]: Training Loss: 0.0011347, Valid MRR: 0.32573,
2023-06-19 03:08:35,637 - yago11k_0.001 - [INFO] - [E:169| 0]: Train Loss:0.0011153, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:09:38,694 - yago11k_0.001 - [INFO] - [E:169| 100]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:10:41,761 - yago11k_0.001 - [INFO] - [E:169| 200]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:11:44,807 - yago11k_0.001 - [INFO] - [E:169| 300]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:12:47,868 - yago11k_0.001 - [INFO] - [E:169| 400]: Train Loss:0.0011344, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:13:50,909 - yago11k_0.001 - [INFO] - [E:169| 500]: Train Loss:0.0011348, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:14:53,543 - yago11k_0.001 - [INFO] - [E:169| 600]: Train Loss:0.0011346, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:14:53,544 - yago11k_0.001 - [INFO] - [Epoch:169]: Training Loss:0.001135
2023-06-19 03:14:53,758 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 03:15:05,796 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 03:15:17,668 - yago11k_0.001 - [INFO] - [Evaluating Epoch 169 valid]:
MRR: Tail : 0.41592, Head : 0.22875, Avg : 0.32233
MR: Tail : 1024.1, Head : 1255.3, Avg : 1139.7
Hit-1: Tail : 0.32967, Head : 0.19116, Avg : 0.26042
Hit-3: Tail : 0.46082, Head : 0.22395, Avg : 0.34239
Hit-10: Tail : 0.5828, Head : 0.30481, Avg : 0.4438
2023-06-19 03:15:17,668 - yago11k_0.001 - [INFO] - [Epoch 169]: Training Loss: 0.0011346, Valid MRR: 0.32573,
2023-06-19 03:15:18,303 - yago11k_0.001 - [INFO] - [E:170| 0]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:16:21,361 - yago11k_0.001 - [INFO] - [E:170| 100]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:17:24,438 - yago11k_0.001 - [INFO] - [E:170| 200]: Train Loss:0.0011336, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:18:27,500 - yago11k_0.001 - [INFO] - [E:170| 300]: Train Loss:0.0011337, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:19:30,569 - yago11k_0.001 - [INFO] - [E:170| 400]: Train Loss:0.0011339, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:20:33,641 - yago11k_0.001 - [INFO] - [E:170| 500]: Train Loss:0.001134, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:21:36,297 - yago11k_0.001 - [INFO] - [E:170| 600]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:21:36,297 - yago11k_0.001 - [INFO] - [Epoch:170]: Training Loss:0.001135
2023-06-19 03:21:36,512 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 03:21:48,548 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 03:22:00,420 - yago11k_0.001 - [INFO] - [Evaluating Epoch 170 valid]:
MRR: Tail : 0.41075, Head : 0.23084, Avg : 0.3208
2023-06-19 03:22:00,420 - yago11k_0.001 - [INFO] - [Epoch 170]: Training Loss: 0.0011345, Valid MRR: 0.32573,
2023-06-19 03:22:01,060 - yago11k_0.001 - [INFO] - [E:171| 0]: Train Loss:0.0011537, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:23:04,154 - yago11k_0.001 - [INFO] - [E:171| 100]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:24:07,223 - yago11k_0.001 - [INFO] - [E:171| 200]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:25:10,298 - yago11k_0.001 - [INFO] - [E:171| 300]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:26:13,350 - yago11k_0.001 - [INFO] - [E:171| 400]: Train Loss:0.0011339, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:27:16,433 - yago11k_0.001 - [INFO] - [E:171| 500]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:28:19,067 - yago11k_0.001 - [INFO] - [E:171| 600]: Train Loss:0.0011347, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:28:19,067 - yago11k_0.001 - [INFO] - [Epoch:171]: Training Loss:0.001135
2023-06-19 03:28:19,282 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 03:28:31,326 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 03:28:43,200 - yago11k_0.001 - [INFO] - [Evaluating Epoch 171 valid]:
MRR: Tail : 0.40677, Head : 0.22985, Avg : 0.31831
2023-06-19 03:28:43,200 - yago11k_0.001 - [INFO] - [Epoch 171]: Training Loss: 0.0011347, Valid MRR: 0.32573,
2023-06-19 03:28:43,838 - yago11k_0.001 - [INFO] - [E:172| 0]: Train Loss:0.0011151, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:29:46,913 - yago11k_0.001 - [INFO] - [E:172| 100]: Train Loss:0.0011318, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:30:50,025 - yago11k_0.001 - [INFO] - [E:172| 200]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:31:53,144 - yago11k_0.001 - [INFO] - [E:172| 300]: Train Loss:0.001132, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:32:56,229 - yago11k_0.001 - [INFO] - [E:172| 400]: Train Loss:0.0011324, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:33:59,353 - yago11k_0.001 - [INFO] - [E:172| 500]: Train Loss:0.0011332, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:35:02,019 - yago11k_0.001 - [INFO] - [E:172| 600]: Train Loss:0.0011339, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:35:02,019 - yago11k_0.001 - [INFO] - [Epoch:172]: Training Loss:0.001134
2023-06-19 03:35:02,234 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 03:35:14,272 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 03:35:26,147 - yago11k_0.001 - [INFO] - [Evaluating Epoch 172 valid]:
MRR: Tail : 0.41137, Head : 0.22897, Avg : 0.32017
2023-06-19 03:35:26,147 - yago11k_0.001 - [INFO] - [Epoch 172]: Training Loss: 0.0011339, Valid MRR: 0.32573,
2023-06-19 03:35:26,786 - yago11k_0.001 - [INFO] - [E:173| 0]: Train Loss:0.0011497, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:36:29,881 - yago11k_0.001 - [INFO] - [E:173| 100]: Train Loss:0.0011341, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:37:32,970 - yago11k_0.001 - [INFO] - [E:173| 200]: Train Loss:0.0011342, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:38:36,050 - yago11k_0.001 - [INFO] - [E:173| 300]: Train Loss:0.0011342, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:39:39,138 - yago11k_0.001 - [INFO] - [E:173| 400]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:40:42,210 - yago11k_0.001 - [INFO] - [E:173| 500]: Train Loss:0.0011342, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:41:44,858 - yago11k_0.001 - [INFO] - [E:173| 600]: Train Loss:0.0011339, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:41:44,859 - yago11k_0.001 - [INFO] - [Epoch:173]: Training Loss:0.001134
2023-06-19 03:41:45,073 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 03:41:57,111 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 03:42:08,978 - yago11k_0.001 - [INFO] - [Evaluating Epoch 173 valid]:
MRR: Tail : 0.41158, Head : 0.23133, Avg : 0.32146
2023-06-19 03:42:08,978 - yago11k_0.001 - [INFO] - [Epoch 173]: Training Loss: 0.0011339, Valid MRR: 0.32573,
2023-06-19 03:42:09,616 - yago11k_0.001 - [INFO] - [E:174| 0]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:43:12,715 - yago11k_0.001 - [INFO] - [E:174| 100]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:44:15,792 - yago11k_0.001 - [INFO] - [E:174| 200]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:45:18,863 - yago11k_0.001 - [INFO] - [E:174| 300]: Train Loss:0.0011334, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:46:21,958 - yago11k_0.001 - [INFO] - [E:174| 400]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:47:25,060 - yago11k_0.001 - [INFO] - [E:174| 500]: Train Loss:0.0011337, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:48:27,728 - yago11k_0.001 - [INFO] - [E:174| 600]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:48:27,728 - yago11k_0.001 - [INFO] - [Epoch:174]: Training Loss:0.001134
2023-06-19 03:48:27,942 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 03:48:39,990 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 03:48:51,865 - yago11k_0.001 - [INFO] - [Evaluating Epoch 174 valid]:
MRR: Tail : 0.40708, Head : 0.22899, Avg : 0.31803
2023-06-19 03:48:51,865 - yago11k_0.001 - [INFO] - [Epoch 174]: Training Loss: 0.0011338, Valid MRR: 0.32573,
2023-06-19 03:48:52,505 - yago11k_0.001 - [INFO] - [E:175| 0]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:49:55,621 - yago11k_0.001 - [INFO] - [E:175| 100]: Train Loss:0.0011322, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:50:58,755 - yago11k_0.001 - [INFO] - [E:175| 200]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:52:01,902 - yago11k_0.001 - [INFO] - [E:175| 300]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:53:05,026 - yago11k_0.001 - [INFO] - [E:175| 400]: Train Loss:0.0011337, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:54:08,145 - yago11k_0.001 - [INFO] - [E:175| 500]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:55:10,850 - yago11k_0.001 - [INFO] - [E:175| 600]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:55:10,850 - yago11k_0.001 - [INFO] - [Epoch:175]: Training Loss:0.001134
2023-06-19 03:55:11,065 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 03:55:23,109 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 03:55:34,987 - yago11k_0.001 - [INFO] - [Evaluating Epoch 175 valid]:
MRR: Tail : 0.41507, Head : 0.22969, Avg : 0.32238
2023-06-19 03:55:34,987 - yago11k_0.001 - [INFO] - [Epoch 175]: Training Loss: 0.0011338, Valid MRR: 0.32573,
2023-06-19 03:55:35,626 - yago11k_0.001 - [INFO] - [E:176| 0]: Train Loss:0.0011271, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:56:38,764 - yago11k_0.001 - [INFO] - [E:176| 100]: Train Loss:0.0011351, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:57:41,915 - yago11k_0.001 - [INFO] - [E:176| 200]: Train Loss:0.0011332, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:58:45,037 - yago11k_0.001 - [INFO] - [E:176| 300]: Train Loss:0.0011337, Val MRR:0.32573, yago11k_0.001
2023-06-19 03:59:48,166 - yago11k_0.001 - [INFO] - [E:176| 400]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:00:51,291 - yago11k_0.001 - [INFO] - [E:176| 500]: Train Loss:0.0011333, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:01:53,976 - yago11k_0.001 - [INFO] - [E:176| 600]: Train Loss:0.0011336, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:01:53,976 - yago11k_0.001 - [INFO] - [Epoch:176]: Training Loss:0.001134
2023-06-19 04:01:54,191 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 04:02:06,235 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 04:02:18,113 - yago11k_0.001 - [INFO] - [Evaluating Epoch 176 valid]:
MRR: Tail : 0.40966, Head : 0.23007, Avg : 0.31987
2023-06-19 04:02:18,113 - yago11k_0.001 - [INFO] - [Epoch 176]: Training Loss: 0.0011336, Valid MRR: 0.32573,
2023-06-19 04:02:18,749 - yago11k_0.001 - [INFO] - [E:177| 0]: Train Loss:0.0011657, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:03:21,907 - yago11k_0.001 - [INFO] - [E:177| 100]: Train Loss:0.001132, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:04:25,064 - yago11k_0.001 - [INFO] - [E:177| 200]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:05:28,220 - yago11k_0.001 - [INFO] - [E:177| 300]: Train Loss:0.0011331, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:06:31,387 - yago11k_0.001 - [INFO] - [E:177| 400]: Train Loss:0.0011333, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:07:34,542 - yago11k_0.001 - [INFO] - [E:177| 500]: Train Loss:0.0011331, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:08:37,297 - yago11k_0.001 - [INFO] - [E:177| 600]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:08:37,298 - yago11k_0.001 - [INFO] - [Epoch:177]: Training Loss:0.001134
2023-06-19 04:08:37,512 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 04:08:49,561 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 04:09:01,447 - yago11k_0.001 - [INFO] - [Evaluating Epoch 177 valid]:
MRR: Tail : 0.41404, Head : 0.23083, Avg : 0.32243
2023-06-19 04:09:01,447 - yago11k_0.001 - [INFO] - [Epoch 177]: Training Loss: 0.0011335, Valid MRR: 0.32573,
2023-06-19 04:09:02,087 - yago11k_0.001 - [INFO] - [E:178| 0]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:10:05,247 - yago11k_0.001 - [INFO] - [E:178| 100]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:11:08,412 - yago11k_0.001 - [INFO] - [E:178| 200]: Train Loss:0.001132, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:12:11,593 - yago11k_0.001 - [INFO] - [E:178| 300]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:13:14,774 - yago11k_0.001 - [INFO] - [E:178| 400]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:14:17,928 - yago11k_0.001 - [INFO] - [E:178| 500]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:15:20,673 - yago11k_0.001 - [INFO] - [E:178| 600]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:15:20,673 - yago11k_0.001 - [INFO] - [Epoch:178]: Training Loss:0.001133
2023-06-19 04:15:20,888 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 04:15:32,940 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 04:15:44,822 - yago11k_0.001 - [INFO] - [Evaluating Epoch 178 valid]:
MRR: Tail : 0.40863, Head : 0.23027, Avg : 0.31945
2023-06-19 04:15:44,822 - yago11k_0.001 - [INFO] - [Epoch 178]: Training Loss: 0.0011329, Valid MRR: 0.32573,
2023-06-19 04:15:45,462 - yago11k_0.001 - [INFO] - [E:179| 0]: Train Loss:0.0011494, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:16:48,650 - yago11k_0.001 - [INFO] - [E:179| 100]: Train Loss:0.0011324, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:17:51,809 - yago11k_0.001 - [INFO] - [E:179| 200]: Train Loss:0.0011309, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:18:54,959 - yago11k_0.001 - [INFO] - [E:179| 300]: Train Loss:0.0011321, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:19:58,109 - yago11k_0.001 - [INFO] - [E:179| 400]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:21:01,258 - yago11k_0.001 - [INFO] - [E:179| 500]: Train Loss:0.001133, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:22:03,989 - yago11k_0.001 - [INFO] - [E:179| 600]: Train Loss:0.0011336, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:22:03,989 - yago11k_0.001 - [INFO] - [Epoch:179]: Training Loss:0.001134
2023-06-19 04:22:04,205 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 04:22:16,249 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 04:22:28,137 - yago11k_0.001 - [INFO] - [Evaluating Epoch 179 valid]:
MRR: Tail : 0.41624, Head : 0.22984, Avg : 0.32304
MR: Tail : 981.06, Head : 1229.7, Avg : 1105.4
Hit-1: Tail : 0.33065, Head : 0.19116, Avg : 0.26091
Hit-3: Tail : 0.45916, Head : 0.22742, Avg : 0.34329
Hit-10: Tail : 0.58405, Head : 0.30411, Avg : 0.44408
2023-06-19 04:22:28,137 - yago11k_0.001 - [INFO] - [Epoch 179]: Training Loss: 0.0011336, Valid MRR: 0.32573,
2023-06-19 04:22:28,774 - yago11k_0.001 - [INFO] - [E:180| 0]: Train Loss:0.0011237, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:23:31,971 - yago11k_0.001 - [INFO] - [E:180| 100]: Train Loss:0.0011316, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:24:35,191 - yago11k_0.001 - [INFO] - [E:180| 200]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:25:38,384 - yago11k_0.001 - [INFO] - [E:180| 300]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:26:41,592 - yago11k_0.001 - [INFO] - [E:180| 400]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:27:44,805 - yago11k_0.001 - [INFO] - [E:180| 500]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:28:47,600 - yago11k_0.001 - [INFO] - [E:180| 600]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:28:47,601 - yago11k_0.001 - [INFO] - [Epoch:180]: Training Loss:0.001133
2023-06-19 04:28:47,816 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 04:28:59,869 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 04:29:11,757 - yago11k_0.001 - [INFO] - [Evaluating Epoch 180 valid]:
MRR: Tail : 0.4129, Head : 0.23332, Avg : 0.32311
2023-06-19 04:29:11,758 - yago11k_0.001 - [INFO] - [Epoch 180]: Training Loss: 0.0011328, Valid MRR: 0.32573,
2023-06-19 04:29:12,399 - yago11k_0.001 - [INFO] - [E:181| 0]: Train Loss:0.0011131, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:30:15,590 - yago11k_0.001 - [INFO] - [E:181| 100]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:31:18,810 - yago11k_0.001 - [INFO] - [E:181| 200]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:32:22,018 - yago11k_0.001 - [INFO] - [E:181| 300]: Train Loss:0.001132, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:33:25,213 - yago11k_0.001 - [INFO] - [E:181| 400]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:34:28,398 - yago11k_0.001 - [INFO] - [E:181| 500]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:35:31,178 - yago11k_0.001 - [INFO] - [E:181| 600]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:35:31,179 - yago11k_0.001 - [INFO] - [Epoch:181]: Training Loss:0.001133
2023-06-19 04:35:31,392 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 04:35:43,441 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 04:35:55,323 - yago11k_0.001 - [INFO] - [Evaluating Epoch 181 valid]:
MRR: Tail : 0.41342, Head : 0.23374, Avg : 0.32358
2023-06-19 04:35:55,323 - yago11k_0.001 - [INFO] - [Epoch 181]: Training Loss: 0.0011327, Valid MRR: 0.32573,
2023-06-19 04:35:55,962 - yago11k_0.001 - [INFO] - [E:182| 0]: Train Loss:0.0011365, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:36:59,163 - yago11k_0.001 - [INFO] - [E:182| 100]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:38:02,350 - yago11k_0.001 - [INFO] - [E:182| 200]: Train Loss:0.0011325, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:39:05,555 - yago11k_0.001 - [INFO] - [E:182| 300]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:40:08,746 - yago11k_0.001 - [INFO] - [E:182| 400]: Train Loss:0.0011324, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:41:11,935 - yago11k_0.001 - [INFO] - [E:182| 500]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:42:14,693 - yago11k_0.001 - [INFO] - [E:182| 600]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:42:14,693 - yago11k_0.001 - [INFO] - [Epoch:182]: Training Loss:0.001133
2023-06-19 04:42:14,908 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 04:42:26,956 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 04:42:38,842 - yago11k_0.001 - [INFO] - [Evaluating Epoch 182 valid]:
MRR: Tail : 0.41324, Head : 0.23136, Avg : 0.3223
2023-06-19 04:42:38,843 - yago11k_0.001 - [INFO] - [Epoch 182]: Training Loss: 0.0011329, Valid MRR: 0.32573,
2023-06-19 04:42:39,481 - yago11k_0.001 - [INFO] - [E:183| 0]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:43:42,687 - yago11k_0.001 - [INFO] - [E:183| 100]: Train Loss:0.0011291, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:44:45,883 - yago11k_0.001 - [INFO] - [E:183| 200]: Train Loss:0.0011297, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:45:49,063 - yago11k_0.001 - [INFO] - [E:183| 300]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:46:52,255 - yago11k_0.001 - [INFO] - [E:183| 400]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:47:55,454 - yago11k_0.001 - [INFO] - [E:183| 500]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:48:58,218 - yago11k_0.001 - [INFO] - [E:183| 600]: Train Loss:0.0011326, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:48:58,218 - yago11k_0.001 - [INFO] - [Epoch:183]: Training Loss:0.001133
2023-06-19 04:48:58,433 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 04:49:10,489 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 04:49:22,383 - yago11k_0.001 - [INFO] - [Evaluating Epoch 183 valid]:
MRR: Tail : 0.41275, Head : 0.22803, Avg : 0.32039
2023-06-19 04:49:22,383 - yago11k_0.001 - [INFO] - [Epoch 183]: Training Loss: 0.0011326, Valid MRR: 0.32573,
2023-06-19 04:49:23,022 - yago11k_0.001 - [INFO] - [E:184| 0]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:50:26,236 - yago11k_0.001 - [INFO] - [E:184| 100]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:51:29,461 - yago11k_0.001 - [INFO] - [E:184| 200]: Train Loss:0.001132, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:52:32,687 - yago11k_0.001 - [INFO] - [E:184| 300]: Train Loss:0.001132, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:53:35,908 - yago11k_0.001 - [INFO] - [E:184| 400]: Train Loss:0.0011321, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:54:39,141 - yago11k_0.001 - [INFO] - [E:184| 500]: Train Loss:0.0011326, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:55:41,919 - yago11k_0.001 - [INFO] - [E:184| 600]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:55:41,920 - yago11k_0.001 - [INFO] - [Epoch:184]: Training Loss:0.001133
2023-06-19 04:55:42,135 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 04:55:54,196 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 04:56:06,089 - yago11k_0.001 - [INFO] - [Evaluating Epoch 184 valid]:
MRR: Tail : 0.41783, Head : 0.23232, Avg : 0.32508
2023-06-19 04:56:06,089 - yago11k_0.001 - [INFO] - [Epoch 184]: Training Loss: 0.0011327, Valid MRR: 0.32573,
2023-06-19 04:56:06,729 - yago11k_0.001 - [INFO] - [E:185| 0]: Train Loss:0.0011206, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:57:09,922 - yago11k_0.001 - [INFO] - [E:185| 100]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:58:13,113 - yago11k_0.001 - [INFO] - [E:185| 200]: Train Loss:0.0011318, Val MRR:0.32573, yago11k_0.001
2023-06-19 04:59:16,300 - yago11k_0.001 - [INFO] - [E:185| 300]: Train Loss:0.001132, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:00:19,501 - yago11k_0.001 - [INFO] - [E:185| 400]: Train Loss:0.0011326, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:01:22,716 - yago11k_0.001 - [INFO] - [E:185| 500]: Train Loss:0.0011322, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:02:25,499 - yago11k_0.001 - [INFO] - [E:185| 600]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:02:25,499 - yago11k_0.001 - [INFO] - [Epoch:185]: Training Loss:0.001132
2023-06-19 05:02:25,714 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 05:02:37,766 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 05:02:49,662 - yago11k_0.001 - [INFO] - [Evaluating Epoch 185 valid]:
MRR: Tail : 0.41317, Head : 0.2281, Avg : 0.32063
2023-06-19 05:02:49,662 - yago11k_0.001 - [INFO] - [Epoch 185]: Training Loss: 0.0011323, Valid MRR: 0.32573,
2023-06-19 05:02:50,299 - yago11k_0.001 - [INFO] - [E:186| 0]: Train Loss:0.001124, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:03:53,540 - yago11k_0.001 - [INFO] - [E:186| 100]: Train Loss:0.0011343, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:04:56,748 - yago11k_0.001 - [INFO] - [E:186| 200]: Train Loss:0.001133, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:05:59,950 - yago11k_0.001 - [INFO] - [E:186| 300]: Train Loss:0.0011325, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:07:03,153 - yago11k_0.001 - [INFO] - [E:186| 400]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:08:06,367 - yago11k_0.001 - [INFO] - [E:186| 500]: Train Loss:0.0011331, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:09:09,128 - yago11k_0.001 - [INFO] - [E:186| 600]: Train Loss:0.0011325, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:09:09,128 - yago11k_0.001 - [INFO] - [Epoch:186]: Training Loss:0.001133
2023-06-19 05:09:09,344 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 05:09:21,398 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 05:09:33,289 - yago11k_0.001 - [INFO] - [Evaluating Epoch 186 valid]:
MRR: Tail : 0.41363, Head : 0.23199, Avg : 0.32281
2023-06-19 05:09:33,289 - yago11k_0.001 - [INFO] - [Epoch 186]: Training Loss: 0.0011325, Valid MRR: 0.32573,
2023-06-19 05:09:33,927 - yago11k_0.001 - [INFO] - [E:187| 0]: Train Loss:0.001133, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:10:37,128 - yago11k_0.001 - [INFO] - [E:187| 100]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:11:40,322 - yago11k_0.001 - [INFO] - [E:187| 200]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:12:43,547 - yago11k_0.001 - [INFO] - [E:187| 300]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:13:46,747 - yago11k_0.001 - [INFO] - [E:187| 400]: Train Loss:0.001131, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:14:49,948 - yago11k_0.001 - [INFO] - [E:187| 500]: Train Loss:0.0011311, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:15:52,717 - yago11k_0.001 - [INFO] - [E:187| 600]: Train Loss:0.0011318, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:15:52,718 - yago11k_0.001 - [INFO] - [Epoch:187]: Training Loss:0.001132
2023-06-19 05:15:52,933 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 05:16:04,987 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 05:16:16,877 - yago11k_0.001 - [INFO] - [Evaluating Epoch 187 valid]:
MRR: Tail : 0.41332, Head : 0.23038, Avg : 0.32185
2023-06-19 05:16:16,877 - yago11k_0.001 - [INFO] - [Epoch 187]: Training Loss: 0.0011318, Valid MRR: 0.32573,
2023-06-19 05:16:17,519 - yago11k_0.001 - [INFO] - [E:188| 0]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:17:20,714 - yago11k_0.001 - [INFO] - [E:188| 100]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:18:23,916 - yago11k_0.001 - [INFO] - [E:188| 200]: Train Loss:0.0011301, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:19:27,130 - yago11k_0.001 - [INFO] - [E:188| 300]: Train Loss:0.0011304, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:20:30,328 - yago11k_0.001 - [INFO] - [E:188| 400]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:21:33,551 - yago11k_0.001 - [INFO] - [E:188| 500]: Train Loss:0.0011316, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:22:36,316 - yago11k_0.001 - [INFO] - [E:188| 600]: Train Loss:0.0011316, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:22:36,316 - yago11k_0.001 - [INFO] - [Epoch:188]: Training Loss:0.001132
2023-06-19 05:22:36,531 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 05:22:48,582 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 05:23:00,463 - yago11k_0.001 - [INFO] - [Evaluating Epoch 188 valid]:
MRR: Tail : 0.41091, Head : 0.22931, Avg : 0.32011
2023-06-19 05:23:00,463 - yago11k_0.001 - [INFO] - [Epoch 188]: Training Loss: 0.0011316, Valid MRR: 0.32573,
2023-06-19 05:23:01,101 - yago11k_0.001 - [INFO] - [E:189| 0]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:24:04,286 - yago11k_0.001 - [INFO] - [E:189| 100]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:25:07,478 - yago11k_0.001 - [INFO] - [E:189| 200]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:26:10,689 - yago11k_0.001 - [INFO] - [E:189| 300]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:27:13,883 - yago11k_0.001 - [INFO] - [E:189| 400]: Train Loss:0.001132, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:28:17,094 - yago11k_0.001 - [INFO] - [E:189| 500]: Train Loss:0.001132, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:29:19,881 - yago11k_0.001 - [INFO] - [E:189| 600]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:29:19,881 - yago11k_0.001 - [INFO] - [Epoch:189]: Training Loss:0.001131
2023-06-19 05:29:20,097 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 05:29:32,148 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 05:29:44,038 - yago11k_0.001 - [INFO] - [Evaluating Epoch 189 valid]:
MRR: Tail : 0.41125, Head : 0.22859, Avg : 0.31992
MR: Tail : 965.47, Head : 1249.7, Avg : 1107.6
Hit-1: Tail : 0.32481, Head : 0.18908, Avg : 0.25695
Hit-3: Tail : 0.45332, Head : 0.22645, Avg : 0.33989
Hit-10: Tail : 0.58072, Head : 0.30703, Avg : 0.44387
2023-06-19 05:29:44,038 - yago11k_0.001 - [INFO] - [Epoch 189]: Training Loss: 0.0011314, Valid MRR: 0.32573,
2023-06-19 05:29:44,679 - yago11k_0.001 - [INFO] - [E:190| 0]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:30:47,895 - yago11k_0.001 - [INFO] - [E:190| 100]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:31:51,114 - yago11k_0.001 - [INFO] - [E:190| 200]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:32:54,317 - yago11k_0.001 - [INFO] - [E:190| 300]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:33:57,530 - yago11k_0.001 - [INFO] - [E:190| 400]: Train Loss:0.0011317, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:35:00,723 - yago11k_0.001 - [INFO] - [E:190| 500]: Train Loss:0.0011316, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:36:03,532 - yago11k_0.001 - [INFO] - [E:190| 600]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:36:03,533 - yago11k_0.001 - [INFO] - [Epoch:190]: Training Loss:0.001131
2023-06-19 05:36:03,748 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 05:36:15,844 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 05:36:27,750 - yago11k_0.001 - [INFO] - [Evaluating Epoch 190 valid]:
MRR: Tail : 0.40097, Head : 0.22791, Avg : 0.31444
2023-06-19 05:36:27,751 - yago11k_0.001 - [INFO] - [Epoch 190]: Training Loss: 0.0011314, Valid MRR: 0.32573,
2023-06-19 05:36:28,388 - yago11k_0.001 - [INFO] - [E:191| 0]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:37:31,508 - yago11k_0.001 - [INFO] - [E:191| 100]: Train Loss:0.001131, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:38:34,643 - yago11k_0.001 - [INFO] - [E:191| 200]: Train Loss:0.0011296, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:39:37,782 - yago11k_0.001 - [INFO] - [E:191| 300]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:40:40,872 - yago11k_0.001 - [INFO] - [E:191| 400]: Train Loss:0.001131, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:41:43,973 - yago11k_0.001 - [INFO] - [E:191| 500]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:42:46,754 - yago11k_0.001 - [INFO] - [E:191| 600]: Train Loss:0.001131, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:42:46,755 - yago11k_0.001 - [INFO] - [Epoch:191]: Training Loss:0.001131
2023-06-19 05:42:46,970 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 05:42:59,047 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 05:43:10,949 - yago11k_0.001 - [INFO] - [Evaluating Epoch 191 valid]:
MRR: Tail : 0.40868, Head : 0.23102, Avg : 0.31985
2023-06-19 05:43:10,949 - yago11k_0.001 - [INFO] - [Epoch 191]: Training Loss: 0.001131, Valid MRR: 0.32573,
2023-06-19 05:43:11,592 - yago11k_0.001 - [INFO] - [E:192| 0]: Train Loss:0.001114, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:44:14,791 - yago11k_0.001 - [INFO] - [E:192| 100]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:45:17,957 - yago11k_0.001 - [INFO] - [E:192| 200]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:46:21,191 - yago11k_0.001 - [INFO] - [E:192| 300]: Train Loss:0.0011302, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:47:24,408 - yago11k_0.001 - [INFO] - [E:192| 400]: Train Loss:0.0011304, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:48:27,592 - yago11k_0.001 - [INFO] - [E:192| 500]: Train Loss:0.0011307, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:49:30,353 - yago11k_0.001 - [INFO] - [E:192| 600]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:49:30,354 - yago11k_0.001 - [INFO] - [Epoch:192]: Training Loss:0.001131
2023-06-19 05:49:30,568 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 05:49:42,617 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 05:49:54,506 - yago11k_0.001 - [INFO] - [Evaluating Epoch 192 valid]:
MRR: Tail : 0.40173, Head : 0.23036, Avg : 0.31605
2023-06-19 05:49:54,506 - yago11k_0.001 - [INFO] - [Epoch 192]: Training Loss: 0.0011313, Valid MRR: 0.32573,
2023-06-19 05:49:55,148 - yago11k_0.001 - [INFO] - [E:193| 0]: Train Loss:0.00116, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:50:58,340 - yago11k_0.001 - [INFO] - [E:193| 100]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:52:01,533 - yago11k_0.001 - [INFO] - [E:193| 200]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:53:04,723 - yago11k_0.001 - [INFO] - [E:193| 300]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:54:07,920 - yago11k_0.001 - [INFO] - [E:193| 400]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:55:11,019 - yago11k_0.001 - [INFO] - [E:193| 500]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:56:13,713 - yago11k_0.001 - [INFO] - [E:193| 600]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:56:13,713 - yago11k_0.001 - [INFO] - [Epoch:193]: Training Loss:0.001131
2023-06-19 05:56:13,927 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 05:56:25,993 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 05:56:37,902 - yago11k_0.001 - [INFO] - [Evaluating Epoch 193 valid]:
MRR: Tail : 0.40535, Head : 0.23107, Avg : 0.31821
2023-06-19 05:56:37,902 - yago11k_0.001 - [INFO] - [Epoch 193]: Training Loss: 0.0011312, Valid MRR: 0.32573,
2023-06-19 05:56:38,537 - yago11k_0.001 - [INFO] - [E:194| 0]: Train Loss:0.001115, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:57:41,673 - yago11k_0.001 - [INFO] - [E:194| 100]: Train Loss:0.0011321, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:58:44,763 - yago11k_0.001 - [INFO] - [E:194| 200]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_0.001
2023-06-19 05:59:47,849 - yago11k_0.001 - [INFO] - [E:194| 300]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:00:50,919 - yago11k_0.001 - [INFO] - [E:194| 400]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:01:54,025 - yago11k_0.001 - [INFO] - [E:194| 500]: Train Loss:0.0011311, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:02:56,705 - yago11k_0.001 - [INFO] - [E:194| 600]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:02:56,705 - yago11k_0.001 - [INFO] - [Epoch:194]: Training Loss:0.001131
2023-06-19 06:02:56,920 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 06:03:08,965 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 06:03:20,840 - yago11k_0.001 - [INFO] - [Evaluating Epoch 194 valid]:
MRR: Tail : 0.41444, Head : 0.23201, Avg : 0.32323
2023-06-19 06:03:20,840 - yago11k_0.001 - [INFO] - [Epoch 194]: Training Loss: 0.0011312, Valid MRR: 0.32573,
2023-06-19 06:03:21,478 - yago11k_0.001 - [INFO] - [E:195| 0]: Train Loss:0.0011136, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:04:24,570 - yago11k_0.001 - [INFO] - [E:195| 100]: Train Loss:0.0011311, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:05:27,651 - yago11k_0.001 - [INFO] - [E:195| 200]: Train Loss:0.0011306, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:06:30,742 - yago11k_0.001 - [INFO] - [E:195| 300]: Train Loss:0.0011306, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:07:33,875 - yago11k_0.001 - [INFO] - [E:195| 400]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:08:36,940 - yago11k_0.001 - [INFO] - [E:195| 500]: Train Loss:0.0011309, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:09:39,586 - yago11k_0.001 - [INFO] - [E:195| 600]: Train Loss:0.001131, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:09:39,586 - yago11k_0.001 - [INFO] - [Epoch:195]: Training Loss:0.001131
2023-06-19 06:09:39,800 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 06:09:51,843 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 06:10:03,728 - yago11k_0.001 - [INFO] - [Evaluating Epoch 195 valid]:
MRR: Tail : 0.41535, Head : 0.23185, Avg : 0.3236
2023-06-19 06:10:03,728 - yago11k_0.001 - [INFO] - [Epoch 195]: Training Loss: 0.001131, Valid MRR: 0.32573,
2023-06-19 06:10:04,367 - yago11k_0.001 - [INFO] - [E:196| 0]: Train Loss:0.0011141, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:11:07,452 - yago11k_0.001 - [INFO] - [E:196| 100]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:12:10,564 - yago11k_0.001 - [INFO] - [E:196| 200]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:13:13,718 - yago11k_0.001 - [INFO] - [E:196| 300]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:14:16,878 - yago11k_0.001 - [INFO] - [E:196| 400]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:15:20,038 - yago11k_0.001 - [INFO] - [E:196| 500]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:16:22,736 - yago11k_0.001 - [INFO] - [E:196| 600]: Train Loss:0.0011308, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:16:22,736 - yago11k_0.001 - [INFO] - [Epoch:196]: Training Loss:0.001131
2023-06-19 06:16:22,951 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 06:16:34,997 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 06:16:46,882 - yago11k_0.001 - [INFO] - [Evaluating Epoch 196 valid]:
MRR: Tail : 0.41542, Head : 0.23098, Avg : 0.3232
2023-06-19 06:16:46,882 - yago11k_0.001 - [INFO] - [Epoch 196]: Training Loss: 0.0011308, Valid MRR: 0.32573,
2023-06-19 06:16:47,519 - yago11k_0.001 - [INFO] - [E:197| 0]: Train Loss:0.0011377, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:17:50,657 - yago11k_0.001 - [INFO] - [E:197| 100]: Train Loss:0.001129, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:18:53,799 - yago11k_0.001 - [INFO] - [E:197| 200]: Train Loss:0.0011297, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:19:56,957 - yago11k_0.001 - [INFO] - [E:197| 300]: Train Loss:0.0011301, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:21:00,091 - yago11k_0.001 - [INFO] - [E:197| 400]: Train Loss:0.0011309, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:22:03,223 - yago11k_0.001 - [INFO] - [E:197| 500]: Train Loss:0.0011308, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:23:05,942 - yago11k_0.001 - [INFO] - [E:197| 600]: Train Loss:0.0011307, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:23:05,943 - yago11k_0.001 - [INFO] - [Epoch:197]: Training Loss:0.001131
2023-06-19 06:23:06,159 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 06:23:18,207 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 06:23:30,090 - yago11k_0.001 - [INFO] - [Evaluating Epoch 197 valid]:
MRR: Tail : 0.4112, Head : 0.23085, Avg : 0.32103
2023-06-19 06:23:30,090 - yago11k_0.001 - [INFO] - [Epoch 197]: Training Loss: 0.0011307, Valid MRR: 0.32573,
2023-06-19 06:23:30,727 - yago11k_0.001 - [INFO] - [E:198| 0]: Train Loss:0.0011095, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:24:33,904 - yago11k_0.001 - [INFO] - [E:198| 100]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:25:37,012 - yago11k_0.001 - [INFO] - [E:198| 200]: Train Loss:0.0011309, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:26:40,066 - yago11k_0.001 - [INFO] - [E:198| 300]: Train Loss:0.00113, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:27:43,087 - yago11k_0.001 - [INFO] - [E:198| 400]: Train Loss:0.00113, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:28:46,118 - yago11k_0.001 - [INFO] - [E:198| 500]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:29:48,720 - yago11k_0.001 - [INFO] - [E:198| 600]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:29:48,721 - yago11k_0.001 - [INFO] - [Epoch:198]: Training Loss:0.00113
2023-06-19 06:29:48,935 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 06:30:00,952 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 06:30:12,806 - yago11k_0.001 - [INFO] - [Evaluating Epoch 198 valid]:
MRR: Tail : 0.40681, Head : 0.22997, Avg : 0.31839
2023-06-19 06:30:12,806 - yago11k_0.001 - [INFO] - [Epoch 198]: Training Loss: 0.0011303, Valid MRR: 0.32573,
2023-06-19 06:30:13,447 - yago11k_0.001 - [INFO] - [E:199| 0]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:31:16,450 - yago11k_0.001 - [INFO] - [E:199| 100]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:32:19,448 - yago11k_0.001 - [INFO] - [E:199| 200]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:33:22,440 - yago11k_0.001 - [INFO] - [E:199| 300]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:34:25,414 - yago11k_0.001 - [INFO] - [E:199| 400]: Train Loss:0.0011297, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:35:28,408 - yago11k_0.001 - [INFO] - [E:199| 500]: Train Loss:0.0011302, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:36:30,982 - yago11k_0.001 - [INFO] - [E:199| 600]: Train Loss:0.0011302, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:36:30,982 - yago11k_0.001 - [INFO] - [Epoch:199]: Training Loss:0.00113
2023-06-19 06:36:31,195 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 06:36:43,221 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 06:36:55,077 - yago11k_0.001 - [INFO] - [Evaluating Epoch 199 valid]:
MRR: Tail : 0.41107, Head : 0.22953, Avg : 0.3203
MR: Tail : 967.62, Head : 1267.2, Avg : 1117.4
Hit-1: Tail : 0.32967, Head : 0.19103, Avg : 0.26035
Hit-3: Tail : 0.44846, Head : 0.22729, Avg : 0.33787
Hit-10: Tail : 0.57544, Head : 0.30675, Avg : 0.44109
2023-06-19 06:36:55,077 - yago11k_0.001 - [INFO] - [Epoch 199]: Training Loss: 0.0011302, Valid MRR: 0.32573,
2023-06-19 06:36:55,715 - yago11k_0.001 - [INFO] - [E:200| 0]: Train Loss:0.0011468, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:37:58,703 - yago11k_0.001 - [INFO] - [E:200| 100]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:39:01,702 - yago11k_0.001 - [INFO] - [E:200| 200]: Train Loss:0.0011296, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:40:04,690 - yago11k_0.001 - [INFO] - [E:200| 300]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:41:07,701 - yago11k_0.001 - [INFO] - [E:200| 400]: Train Loss:0.00113, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:42:10,689 - yago11k_0.001 - [INFO] - [E:200| 500]: Train Loss:0.0011299, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:43:13,252 - yago11k_0.001 - [INFO] - [E:200| 600]: Train Loss:0.0011299, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:43:13,252 - yago11k_0.001 - [INFO] - [Epoch:200]: Training Loss:0.00113
2023-06-19 06:43:13,466 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 06:43:25,487 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 06:43:37,343 - yago11k_0.001 - [INFO] - [Evaluating Epoch 200 valid]:
MRR: Tail : 0.41862, Head : 0.23175, Avg : 0.32519
2023-06-19 06:43:37,343 - yago11k_0.001 - [INFO] - [Epoch 200]: Training Loss: 0.0011299, Valid MRR: 0.32573,
2023-06-19 06:43:37,979 - yago11k_0.001 - [INFO] - [E:201| 0]: Train Loss:0.0011393, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:44:40,965 - yago11k_0.001 - [INFO] - [E:201| 100]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:45:43,961 - yago11k_0.001 - [INFO] - [E:201| 200]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:46:46,943 - yago11k_0.001 - [INFO] - [E:201| 300]: Train Loss:0.0011299, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:47:49,953 - yago11k_0.001 - [INFO] - [E:201| 400]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:48:52,977 - yago11k_0.001 - [INFO] - [E:201| 500]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:49:55,513 - yago11k_0.001 - [INFO] - [E:201| 600]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:49:55,513 - yago11k_0.001 - [INFO] - [Epoch:201]: Training Loss:0.00113
2023-06-19 06:49:55,727 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 06:50:07,734 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 06:50:19,573 - yago11k_0.001 - [INFO] - [Evaluating Epoch 201 valid]:
MRR: Tail : 0.40739, Head : 0.23316, Avg : 0.32028
2023-06-19 06:50:19,573 - yago11k_0.001 - [INFO] - [Epoch 201]: Training Loss: 0.0011298, Valid MRR: 0.32573,
2023-06-19 06:50:20,214 - yago11k_0.001 - [INFO] - [E:202| 0]: Train Loss:0.0011325, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:51:23,190 - yago11k_0.001 - [INFO] - [E:202| 100]: Train Loss:0.0011294, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:52:26,172 - yago11k_0.001 - [INFO] - [E:202| 200]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:53:29,265 - yago11k_0.001 - [INFO] - [E:202| 300]: Train Loss:0.0011291, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:54:32,307 - yago11k_0.001 - [INFO] - [E:202| 400]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:55:35,396 - yago11k_0.001 - [INFO] - [E:202| 500]: Train Loss:0.0011294, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:56:37,973 - yago11k_0.001 - [INFO] - [E:202| 600]: Train Loss:0.0011302, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:56:37,973 - yago11k_0.001 - [INFO] - [Epoch:202]: Training Loss:0.00113
2023-06-19 06:56:38,188 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 06:56:50,206 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 06:57:02,048 - yago11k_0.001 - [INFO] - [Evaluating Epoch 202 valid]:
MRR: Tail : 0.41331, Head : 0.2305, Avg : 0.3219
2023-06-19 06:57:02,048 - yago11k_0.001 - [INFO] - [Epoch 202]: Training Loss: 0.0011302, Valid MRR: 0.32573,
2023-06-19 06:57:02,685 - yago11k_0.001 - [INFO] - [E:203| 0]: Train Loss:0.0011605, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:58:05,678 - yago11k_0.001 - [INFO] - [E:203| 100]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001
2023-06-19 06:59:08,682 - yago11k_0.001 - [INFO] - [E:203| 200]: Train Loss:0.0011292, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:00:11,717 - yago11k_0.001 - [INFO] - [E:203| 300]: Train Loss:0.001129, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:01:14,739 - yago11k_0.001 - [INFO] - [E:203| 400]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:02:17,725 - yago11k_0.001 - [INFO] - [E:203| 500]: Train Loss:0.0011292, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:03:20,289 - yago11k_0.001 - [INFO] - [E:203| 600]: Train Loss:0.0011297, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:03:20,289 - yago11k_0.001 - [INFO] - [Epoch:203]: Training Loss:0.00113
2023-06-19 07:03:20,504 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 07:03:32,514 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 07:03:44,357 - yago11k_0.001 - [INFO] - [Evaluating Epoch 203 valid]:
MRR: Tail : 0.41191, Head : 0.23002, Avg : 0.32097
2023-06-19 07:03:44,357 - yago11k_0.001 - [INFO] - [Epoch 203]: Training Loss: 0.0011297, Valid MRR: 0.32573,
2023-06-19 07:03:44,996 - yago11k_0.001 - [INFO] - [E:204| 0]: Train Loss:0.0011376, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:04:47,989 - yago11k_0.001 - [INFO] - [E:204| 100]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:05:50,980 - yago11k_0.001 - [INFO] - [E:204| 200]: Train Loss:0.0011304, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:06:53,967 - yago11k_0.001 - [INFO] - [E:204| 300]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:07:56,945 - yago11k_0.001 - [INFO] - [E:204| 400]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:08:59,939 - yago11k_0.001 - [INFO] - [E:204| 500]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:10:02,488 - yago11k_0.001 - [INFO] - [E:204| 600]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:10:02,488 - yago11k_0.001 - [INFO] - [Epoch:204]: Training Loss:0.001129
2023-06-19 07:10:02,703 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 07:10:14,720 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 07:10:26,570 - yago11k_0.001 - [INFO] - [Evaluating Epoch 204 valid]:
MRR: Tail : 0.41467, Head : 0.22999, Avg : 0.32233
2023-06-19 07:10:26,570 - yago11k_0.001 - [INFO] - [Epoch 204]: Training Loss: 0.0011295, Valid MRR: 0.32573,
2023-06-19 07:10:27,206 - yago11k_0.001 - [INFO] - [E:205| 0]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:11:30,173 - yago11k_0.001 - [INFO] - [E:205| 100]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:12:33,140 - yago11k_0.001 - [INFO] - [E:205| 200]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:13:36,089 - yago11k_0.001 - [INFO] - [E:205| 300]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:14:39,040 - yago11k_0.001 - [INFO] - [E:205| 400]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:15:41,984 - yago11k_0.001 - [INFO] - [E:205| 500]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:16:44,496 - yago11k_0.001 - [INFO] - [E:205| 600]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:16:44,497 - yago11k_0.001 - [INFO] - [Epoch:205]: Training Loss:0.001129
2023-06-19 07:16:44,711 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 07:16:56,714 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 07:17:08,554 - yago11k_0.001 - [INFO] - [Evaluating Epoch 205 valid]:
MRR: Tail : 0.40741, Head : 0.23125, Avg : 0.31933
2023-06-19 07:17:08,554 - yago11k_0.001 - [INFO] - [Epoch 205]: Training Loss: 0.0011293, Valid MRR: 0.32573,
2023-06-19 07:17:09,191 - yago11k_0.001 - [INFO] - [E:206| 0]: Train Loss:0.0011229, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:18:12,142 - yago11k_0.001 - [INFO] - [E:206| 100]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:19:15,068 - yago11k_0.001 - [INFO] - [E:206| 200]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:20:18,015 - yago11k_0.001 - [INFO] - [E:206| 300]: Train Loss:0.0011294, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:21:20,951 - yago11k_0.001 - [INFO] - [E:206| 400]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:22:23,866 - yago11k_0.001 - [INFO] - [E:206| 500]: Train Loss:0.001129, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:23:26,353 - yago11k_0.001 - [INFO] - [E:206| 600]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:23:26,353 - yago11k_0.001 - [INFO] - [Epoch:206]: Training Loss:0.001129
2023-06-19 07:23:26,568 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 07:23:38,574 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 07:23:50,411 - yago11k_0.001 - [INFO] - [Evaluating Epoch 206 valid]:
MRR: Tail : 0.41533, Head : 0.23075, Avg : 0.32304
2023-06-19 07:23:50,411 - yago11k_0.001 - [INFO] - [Epoch 206]: Training Loss: 0.0011289, Valid MRR: 0.32573,
2023-06-19 07:23:51,047 - yago11k_0.001 - [INFO] - [E:207| 0]: Train Loss:0.0011661, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:24:53,942 - yago11k_0.001 - [INFO] - [E:207| 100]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:25:56,856 - yago11k_0.001 - [INFO] - [E:207| 200]: Train Loss:0.0011281, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:26:59,771 - yago11k_0.001 - [INFO] - [E:207| 300]: Train Loss:0.0011285, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:28:02,683 - yago11k_0.001 - [INFO] - [E:207| 400]: Train Loss:0.0011284, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:29:05,615 - yago11k_0.001 - [INFO] - [E:207| 500]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:30:08,119 - yago11k_0.001 - [INFO] - [E:207| 600]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:30:08,119 - yago11k_0.001 - [INFO] - [Epoch:207]: Training Loss:0.001129
2023-06-19 07:30:08,333 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 07:30:20,331 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 07:30:32,167 - yago11k_0.001 - [INFO] - [Evaluating Epoch 207 valid]:
MRR: Tail : 0.41356, Head : 0.23392, Avg : 0.32374
2023-06-19 07:30:32,167 - yago11k_0.001 - [INFO] - [Epoch 207]: Training Loss: 0.0011288, Valid MRR: 0.32573,
2023-06-19 07:30:32,805 - yago11k_0.001 - [INFO] - [E:208| 0]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:31:35,748 - yago11k_0.001 - [INFO] - [E:208| 100]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:32:38,665 - yago11k_0.001 - [INFO] - [E:208| 200]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:33:41,581 - yago11k_0.001 - [INFO] - [E:208| 300]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:34:44,491 - yago11k_0.001 - [INFO] - [E:208| 400]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:35:47,422 - yago11k_0.001 - [INFO] - [E:208| 500]: Train Loss:0.0011286, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:36:49,939 - yago11k_0.001 - [INFO] - [E:208| 600]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:36:49,939 - yago11k_0.001 - [INFO] - [Epoch:208]: Training Loss:0.001129
2023-06-19 07:36:50,152 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 07:37:02,155 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 07:37:13,997 - yago11k_0.001 - [INFO] - [Evaluating Epoch 208 valid]:
MRR: Tail : 0.41308, Head : 0.23211, Avg : 0.3226
2023-06-19 07:37:13,997 - yago11k_0.001 - [INFO] - [Epoch 208]: Training Loss: 0.0011288, Valid MRR: 0.32573,
2023-06-19 07:37:14,635 - yago11k_0.001 - [INFO] - [E:209| 0]: Train Loss:0.0011129, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:38:17,558 - yago11k_0.001 - [INFO] - [E:209| 100]: Train Loss:0.0011304, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:39:20,479 - yago11k_0.001 - [INFO] - [E:209| 200]: Train Loss:0.001129, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:40:23,409 - yago11k_0.001 - [INFO] - [E:209| 300]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:41:26,290 - yago11k_0.001 - [INFO] - [E:209| 400]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:42:29,175 - yago11k_0.001 - [INFO] - [E:209| 500]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:43:31,648 - yago11k_0.001 - [INFO] - [E:209| 600]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:43:31,648 - yago11k_0.001 - [INFO] - [Epoch:209]: Training Loss:0.001129
2023-06-19 07:43:31,863 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 07:43:43,861 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 07:43:55,688 - yago11k_0.001 - [INFO] - [Evaluating Epoch 209 valid]:
MRR: Tail : 0.41062, Head : 0.22949, Avg : 0.32005
MR: Tail : 958.85, Head : 1231.1, Avg : 1095.0
Hit-1: Tail : 0.32189, Head : 0.19047, Avg : 0.25618
Hit-3: Tail : 0.45818, Head : 0.22645, Avg : 0.34232
Hit-10: Tail : 0.58308, Head : 0.30203, Avg : 0.44255
2023-06-19 07:43:55,688 - yago11k_0.001 - [INFO] - [Epoch 209]: Training Loss: 0.0011287, Valid MRR: 0.32573,
2023-06-19 07:43:56,321 - yago11k_0.001 - [INFO] - [E:210| 0]: Train Loss:0.0011092, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:44:59,211 - yago11k_0.001 - [INFO] - [E:210| 100]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:46:02,098 - yago11k_0.001 - [INFO] - [E:210| 200]: Train Loss:0.0011296, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:47:04,971 - yago11k_0.001 - [INFO] - [E:210| 300]: Train Loss:0.0011292, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:48:07,852 - yago11k_0.001 - [INFO] - [E:210| 400]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:49:10,734 - yago11k_0.001 - [INFO] - [E:210| 500]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:50:13,191 - yago11k_0.001 - [INFO] - [E:210| 600]: Train Loss:0.0011291, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:50:13,192 - yago11k_0.001 - [INFO] - [Epoch:210]: Training Loss:0.001129
2023-06-19 07:50:13,406 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 07:50:25,402 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 07:50:37,232 - yago11k_0.001 - [INFO] - [Evaluating Epoch 210 valid]:
MRR: Tail : 0.40971, Head : 0.23005, Avg : 0.31988
2023-06-19 07:50:37,233 - yago11k_0.001 - [INFO] - [Epoch 210]: Training Loss: 0.0011291, Valid MRR: 0.32573,
2023-06-19 07:50:37,866 - yago11k_0.001 - [INFO] - [E:211| 0]: Train Loss:0.0011132, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:51:40,756 - yago11k_0.001 - [INFO] - [E:211| 100]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:52:43,654 - yago11k_0.001 - [INFO] - [E:211| 200]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:53:46,546 - yago11k_0.001 - [INFO] - [E:211| 300]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:54:49,446 - yago11k_0.001 - [INFO] - [E:211| 400]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:55:52,325 - yago11k_0.001 - [INFO] - [E:211| 500]: Train Loss:0.0011281, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:56:54,792 - yago11k_0.001 - [INFO] - [E:211| 600]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:56:54,793 - yago11k_0.001 - [INFO] - [Epoch:211]: Training Loss:0.001129
2023-06-19 07:56:55,007 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 07:57:07,006 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 07:57:18,841 - yago11k_0.001 - [INFO] - [Evaluating Epoch 211 valid]:
MRR: Tail : 0.40961, Head : 0.23085, Avg : 0.32023
2023-06-19 07:57:18,841 - yago11k_0.001 - [INFO] - [Epoch 211]: Training Loss: 0.0011289, Valid MRR: 0.32573,
2023-06-19 07:57:19,477 - yago11k_0.001 - [INFO] - [E:212| 0]: Train Loss:0.0011124, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:58:22,360 - yago11k_0.001 - [INFO] - [E:212| 100]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001
2023-06-19 07:59:25,233 - yago11k_0.001 - [INFO] - [E:212| 200]: Train Loss:0.0011275, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:00:28,105 - yago11k_0.001 - [INFO] - [E:212| 300]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:01:30,968 - yago11k_0.001 - [INFO] - [E:212| 400]: Train Loss:0.0011284, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:02:33,871 - yago11k_0.001 - [INFO] - [E:212| 500]: Train Loss:0.0011285, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:03:36,381 - yago11k_0.001 - [INFO] - [E:212| 600]: Train Loss:0.0011286, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:03:36,381 - yago11k_0.001 - [INFO] - [Epoch:212]: Training Loss:0.001129
2023-06-19 08:03:36,595 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 08:03:48,592 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 08:04:00,427 - yago11k_0.001 - [INFO] - [Evaluating Epoch 212 valid]:
MRR: Tail : 0.41259, Head : 0.23141, Avg : 0.322
2023-06-19 08:04:00,427 - yago11k_0.001 - [INFO] - [Epoch 212]: Training Loss: 0.0011286, Valid MRR: 0.32573,
2023-06-19 08:04:01,060 - yago11k_0.001 - [INFO] - [E:213| 0]: Train Loss:0.0011215, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:05:03,950 - yago11k_0.001 - [INFO] - [E:213| 100]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:06:06,843 - yago11k_0.001 - [INFO] - [E:213| 200]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:07:09,743 - yago11k_0.001 - [INFO] - [E:213| 300]: Train Loss:0.0011284, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:08:12,628 - yago11k_0.001 - [INFO] - [E:213| 400]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:09:15,530 - yago11k_0.001 - [INFO] - [E:213| 500]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:10:17,986 - yago11k_0.001 - [INFO] - [E:213| 600]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:10:17,987 - yago11k_0.001 - [INFO] - [Epoch:213]: Training Loss:0.001129
2023-06-19 08:10:18,201 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 08:10:30,201 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 08:10:42,036 - yago11k_0.001 - [INFO] - [Evaluating Epoch 213 valid]:
MRR: Tail : 0.41079, Head : 0.23338, Avg : 0.32209
2023-06-19 08:10:42,036 - yago11k_0.001 - [INFO] - [Epoch 213]: Training Loss: 0.0011287, Valid MRR: 0.32573,
2023-06-19 08:10:42,672 - yago11k_0.001 - [INFO] - [E:214| 0]: Train Loss:0.0011143, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:11:45,558 - yago11k_0.001 - [INFO] - [E:214| 100]: Train Loss:0.00113, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:12:48,437 - yago11k_0.001 - [INFO] - [E:214| 200]: Train Loss:0.0011299, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:13:51,303 - yago11k_0.001 - [INFO] - [E:214| 300]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:14:54,169 - yago11k_0.001 - [INFO] - [E:214| 400]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:15:57,041 - yago11k_0.001 - [INFO] - [E:214| 500]: Train Loss:0.0011285, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:16:59,506 - yago11k_0.001 - [INFO] - [E:214| 600]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:16:59,506 - yago11k_0.001 - [INFO] - [Epoch:214]: Training Loss:0.001128
2023-06-19 08:16:59,720 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 08:17:11,720 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 08:17:23,559 - yago11k_0.001 - [INFO] - [Evaluating Epoch 214 valid]:
MRR: Tail : 0.41359, Head : 0.23105, Avg : 0.32232
2023-06-19 08:17:23,559 - yago11k_0.001 - [INFO] - [Epoch 214]: Training Loss: 0.0011283, Valid MRR: 0.32573,
2023-06-19 08:17:24,195 - yago11k_0.001 - [INFO] - [E:215| 0]: Train Loss:0.0011512, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:18:27,078 - yago11k_0.001 - [INFO] - [E:215| 100]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:19:29,938 - yago11k_0.001 - [INFO] - [E:215| 200]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:20:32,818 - yago11k_0.001 - [INFO] - [E:215| 300]: Train Loss:0.001127, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:21:35,664 - yago11k_0.001 - [INFO] - [E:215| 400]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:22:38,548 - yago11k_0.001 - [INFO] - [E:215| 500]: Train Loss:0.0011275, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:23:40,973 - yago11k_0.001 - [INFO] - [E:215| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:23:40,973 - yago11k_0.001 - [INFO] - [Epoch:215]: Training Loss:0.001128
2023-06-19 08:23:41,188 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 08:23:53,189 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 08:24:05,020 - yago11k_0.001 - [INFO] - [Evaluating Epoch 215 valid]:
MRR: Tail : 0.4116, Head : 0.23217, Avg : 0.32189
2023-06-19 08:24:05,020 - yago11k_0.001 - [INFO] - [Epoch 215]: Training Loss: 0.0011278, Valid MRR: 0.32573,
2023-06-19 08:24:05,655 - yago11k_0.001 - [INFO] - [E:216| 0]: Train Loss:0.0011166, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:25:08,504 - yago11k_0.001 - [INFO] - [E:216| 100]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:26:11,324 - yago11k_0.001 - [INFO] - [E:216| 200]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:27:14,145 - yago11k_0.001 - [INFO] - [E:216| 300]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:28:16,978 - yago11k_0.001 - [INFO] - [E:216| 400]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:29:19,809 - yago11k_0.001 - [INFO] - [E:216| 500]: Train Loss:0.0011275, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:30:22,217 - yago11k_0.001 - [INFO] - [E:216| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:30:22,217 - yago11k_0.001 - [INFO] - [Epoch:216]: Training Loss:0.001128
2023-06-19 08:30:22,432 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 08:30:34,438 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 08:30:46,270 - yago11k_0.001 - [INFO] - [Evaluating Epoch 216 valid]:
MRR: Tail : 0.4145, Head : 0.22992, Avg : 0.32221
2023-06-19 08:30:46,270 - yago11k_0.001 - [INFO] - [Epoch 216]: Training Loss: 0.0011278, Valid MRR: 0.32573,
2023-06-19 08:30:46,905 - yago11k_0.001 - [INFO] - [E:217| 0]: Train Loss:0.0011173, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:31:49,733 - yago11k_0.001 - [INFO] - [E:217| 100]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:32:52,565 - yago11k_0.001 - [INFO] - [E:217| 200]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:33:55,421 - yago11k_0.001 - [INFO] - [E:217| 300]: Train Loss:0.0011272, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:34:58,240 - yago11k_0.001 - [INFO] - [E:217| 400]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:36:01,071 - yago11k_0.001 - [INFO] - [E:217| 500]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:37:03,461 - yago11k_0.001 - [INFO] - [E:217| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:37:03,461 - yago11k_0.001 - [INFO] - [Epoch:217]: Training Loss:0.001128
2023-06-19 08:37:03,674 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 08:37:15,670 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 08:37:27,501 - yago11k_0.001 - [INFO] - [Evaluating Epoch 217 valid]:
MRR: Tail : 0.40912, Head : 0.22898, Avg : 0.31905
2023-06-19 08:37:27,501 - yago11k_0.001 - [INFO] - [Epoch 217]: Training Loss: 0.0011278, Valid MRR: 0.32573,
2023-06-19 08:37:28,138 - yago11k_0.001 - [INFO] - [E:218| 0]: Train Loss:0.0011205, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:38:30,940 - yago11k_0.001 - [INFO] - [E:218| 100]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:39:33,751 - yago11k_0.001 - [INFO] - [E:218| 200]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:40:36,567 - yago11k_0.001 - [INFO] - [E:218| 300]: Train Loss:0.0011285, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:41:39,357 - yago11k_0.001 - [INFO] - [E:218| 400]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:42:42,152 - yago11k_0.001 - [INFO] - [E:218| 500]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:43:44,521 - yago11k_0.001 - [INFO] - [E:218| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:43:44,522 - yago11k_0.001 - [INFO] - [Epoch:218]: Training Loss:0.001128
2023-06-19 08:43:44,735 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 08:43:56,731 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 08:44:08,562 - yago11k_0.001 - [INFO] - [Evaluating Epoch 218 valid]:
MRR: Tail : 0.40814, Head : 0.23017, Avg : 0.31915
2023-06-19 08:44:08,562 - yago11k_0.001 - [INFO] - [Epoch 218]: Training Loss: 0.0011278, Valid MRR: 0.32573,
2023-06-19 08:44:09,197 - yago11k_0.001 - [INFO] - [E:219| 0]: Train Loss:0.0011689, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:45:11,992 - yago11k_0.001 - [INFO] - [E:219| 100]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:46:14,778 - yago11k_0.001 - [INFO] - [E:219| 200]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:47:17,570 - yago11k_0.001 - [INFO] - [E:219| 300]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:48:20,343 - yago11k_0.001 - [INFO] - [E:219| 400]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:49:23,157 - yago11k_0.001 - [INFO] - [E:219| 500]: Train Loss:0.0011269, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:50:25,519 - yago11k_0.001 - [INFO] - [E:219| 600]: Train Loss:0.0011272, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:50:25,519 - yago11k_0.001 - [INFO] - [Epoch:219]: Training Loss:0.001127
2023-06-19 08:50:25,732 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 08:50:37,726 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 08:50:49,549 - yago11k_0.001 - [INFO] - [Evaluating Epoch 219 valid]:
MRR: Tail : 0.40384, Head : 0.23226, Avg : 0.31805
MR: Tail : 959.38, Head : 1252.0, Avg : 1105.7
Hit-1: Tail : 0.31801, Head : 0.19228, Avg : 0.25514
Hit-3: Tail : 0.44401, Head : 0.23215, Avg : 0.33808
Hit-10: Tail : 0.57544, Head : 0.30828, Avg : 0.44186
2023-06-19 08:50:49,549 - yago11k_0.001 - [INFO] - [Epoch 219]: Training Loss: 0.0011272, Valid MRR: 0.32573,
2023-06-19 08:50:50,182 - yago11k_0.001 - [INFO] - [E:220| 0]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:51:52,991 - yago11k_0.001 - [INFO] - [E:220| 100]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:52:55,797 - yago11k_0.001 - [INFO] - [E:220| 200]: Train Loss:0.0011272, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:53:58,593 - yago11k_0.001 - [INFO] - [E:220| 300]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:55:01,383 - yago11k_0.001 - [INFO] - [E:220| 400]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:56:04,167 - yago11k_0.001 - [INFO] - [E:220| 500]: Train Loss:0.001127, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:57:06,547 - yago11k_0.001 - [INFO] - [E:220| 600]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:57:06,547 - yago11k_0.001 - [INFO] - [Epoch:220]: Training Loss:0.001128
2023-06-19 08:57:06,762 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 08:57:18,759 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 08:57:30,583 - yago11k_0.001 - [INFO] - [Evaluating Epoch 220 valid]:
MRR: Tail : 0.40888, Head : 0.23119, Avg : 0.32003
2023-06-19 08:57:30,583 - yago11k_0.001 - [INFO] - [Epoch 220]: Training Loss: 0.0011276, Valid MRR: 0.32573,
2023-06-19 08:57:31,216 - yago11k_0.001 - [INFO] - [E:221| 0]: Train Loss:0.0011235, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:58:34,032 - yago11k_0.001 - [INFO] - [E:221| 100]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_0.001
2023-06-19 08:59:36,818 - yago11k_0.001 - [INFO] - [E:221| 200]: Train Loss:0.0011286, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:00:39,624 - yago11k_0.001 - [INFO] - [E:221| 300]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:01:42,401 - yago11k_0.001 - [INFO] - [E:221| 400]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:02:45,177 - yago11k_0.001 - [INFO] - [E:221| 500]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:03:47,523 - yago11k_0.001 - [INFO] - [E:221| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:03:47,523 - yago11k_0.001 - [INFO] - [Epoch:221]: Training Loss:0.001128
2023-06-19 09:03:47,737 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 09:03:59,737 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 09:04:11,556 - yago11k_0.001 - [INFO] - [Evaluating Epoch 221 valid]:
MRR: Tail : 0.41735, Head : 0.2324, Avg : 0.32488
2023-06-19 09:04:11,556 - yago11k_0.001 - [INFO] - [Epoch 221]: Training Loss: 0.0011278, Valid MRR: 0.32573,
2023-06-19 09:04:12,191 - yago11k_0.001 - [INFO] - [E:222| 0]: Train Loss:0.0011508, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:05:14,976 - yago11k_0.001 - [INFO] - [E:222| 100]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:06:17,767 - yago11k_0.001 - [INFO] - [E:222| 200]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:07:20,556 - yago11k_0.001 - [INFO] - [E:222| 300]: Train Loss:0.001127, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:08:23,327 - yago11k_0.001 - [INFO] - [E:222| 400]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:09:26,104 - yago11k_0.001 - [INFO] - [E:222| 500]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:10:28,443 - yago11k_0.001 - [INFO] - [E:222| 600]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:10:28,443 - yago11k_0.001 - [INFO] - [Epoch:222]: Training Loss:0.001127
2023-06-19 09:10:28,657 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 09:10:40,654 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 09:10:52,476 - yago11k_0.001 - [INFO] - [Evaluating Epoch 222 valid]:
MRR: Tail : 0.40885, Head : 0.23237, Avg : 0.32061
2023-06-19 09:10:52,476 - yago11k_0.001 - [INFO] - [Epoch 222]: Training Loss: 0.0011267, Valid MRR: 0.32573,
2023-06-19 09:10:53,113 - yago11k_0.001 - [INFO] - [E:223| 0]: Train Loss:0.0011158, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:11:55,898 - yago11k_0.001 - [INFO] - [E:223| 100]: Train Loss:0.0011241, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:12:58,680 - yago11k_0.001 - [INFO] - [E:223| 200]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:14:01,450 - yago11k_0.001 - [INFO] - [E:223| 300]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:15:04,204 - yago11k_0.001 - [INFO] - [E:223| 400]: Train Loss:0.0011269, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:16:06,985 - yago11k_0.001 - [INFO] - [E:223| 500]: Train Loss:0.0011271, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:17:09,339 - yago11k_0.001 - [INFO] - [E:223| 600]: Train Loss:0.0011272, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:17:09,340 - yago11k_0.001 - [INFO] - [Epoch:223]: Training Loss:0.001127
2023-06-19 09:17:09,552 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 09:17:21,544 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 09:17:33,365 - yago11k_0.001 - [INFO] - [Evaluating Epoch 223 valid]:
MRR: Tail : 0.40874, Head : 0.22876, Avg : 0.31875
2023-06-19 09:17:33,365 - yago11k_0.001 - [INFO] - [Epoch 223]: Training Loss: 0.0011272, Valid MRR: 0.32573,
2023-06-19 09:17:34,000 - yago11k_0.001 - [INFO] - [E:224| 0]: Train Loss:0.0011458, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:18:36,788 - yago11k_0.001 - [INFO] - [E:224| 100]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:19:39,567 - yago11k_0.001 - [INFO] - [E:224| 200]: Train Loss:0.001124, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:20:42,319 - yago11k_0.001 - [INFO] - [E:224| 300]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:21:45,082 - yago11k_0.001 - [INFO] - [E:224| 400]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:22:47,837 - yago11k_0.001 - [INFO] - [E:224| 500]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:23:50,160 - yago11k_0.001 - [INFO] - [E:224| 600]: Train Loss:0.001127, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:23:50,161 - yago11k_0.001 - [INFO] - [Epoch:224]: Training Loss:0.001127
2023-06-19 09:23:50,374 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 09:24:02,349 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 09:24:14,170 - yago11k_0.001 - [INFO] - [Evaluating Epoch 224 valid]:
MRR: Tail : 0.40641, Head : 0.23065, Avg : 0.31853
2023-06-19 09:24:14,170 - yago11k_0.001 - [INFO] - [Epoch 224]: Training Loss: 0.001127, Valid MRR: 0.32573,
2023-06-19 09:24:14,806 - yago11k_0.001 - [INFO] - [E:225| 0]: Train Loss:0.0011224, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:25:17,572 - yago11k_0.001 - [INFO] - [E:225| 100]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:26:20,288 - yago11k_0.001 - [INFO] - [E:225| 200]: Train Loss:0.0011258, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:27:23,027 - yago11k_0.001 - [INFO] - [E:225| 300]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:28:25,751 - yago11k_0.001 - [INFO] - [E:225| 400]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:29:28,499 - yago11k_0.001 - [INFO] - [E:225| 500]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:30:30,804 - yago11k_0.001 - [INFO] - [E:225| 600]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:30:30,804 - yago11k_0.001 - [INFO] - [Epoch:225]: Training Loss:0.001127
2023-06-19 09:30:31,018 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 09:30:43,002 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 09:30:54,827 - yago11k_0.001 - [INFO] - [Evaluating Epoch 225 valid]:
MRR: Tail : 0.40389, Head : 0.23518, Avg : 0.31953
2023-06-19 09:30:54,827 - yago11k_0.001 - [INFO] - [Epoch 225]: Training Loss: 0.0011273, Valid MRR: 0.32573,
2023-06-19 09:30:55,461 - yago11k_0.001 - [INFO] - [E:226| 0]: Train Loss:0.0011148, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:31:58,204 - yago11k_0.001 - [INFO] - [E:226| 100]: Train Loss:0.0011231, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:33:00,942 - yago11k_0.001 - [INFO] - [E:226| 200]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:34:03,677 - yago11k_0.001 - [INFO] - [E:226| 300]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:35:06,397 - yago11k_0.001 - [INFO] - [E:226| 400]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:36:09,151 - yago11k_0.001 - [INFO] - [E:226| 500]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:37:11,465 - yago11k_0.001 - [INFO] - [E:226| 600]: Train Loss:0.001127, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:37:11,466 - yago11k_0.001 - [INFO] - [Epoch:226]: Training Loss:0.001127
2023-06-19 09:37:11,680 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 09:37:23,659 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 09:37:35,480 - yago11k_0.001 - [INFO] - [Evaluating Epoch 226 valid]:
MRR: Tail : 0.4131, Head : 0.23462, Avg : 0.32386
2023-06-19 09:37:35,480 - yago11k_0.001 - [INFO] - [Epoch 226]: Training Loss: 0.001127, Valid MRR: 0.32573,
2023-06-19 09:37:36,112 - yago11k_0.001 - [INFO] - [E:227| 0]: Train Loss:0.0011103, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:38:38,856 - yago11k_0.001 - [INFO] - [E:227| 100]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:39:41,589 - yago11k_0.001 - [INFO] - [E:227| 200]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:40:44,313 - yago11k_0.001 - [INFO] - [E:227| 300]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:41:47,073 - yago11k_0.001 - [INFO] - [E:227| 400]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:42:49,806 - yago11k_0.001 - [INFO] - [E:227| 500]: Train Loss:0.0011269, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:43:52,118 - yago11k_0.001 - [INFO] - [E:227| 600]: Train Loss:0.0011271, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:43:52,119 - yago11k_0.001 - [INFO] - [Epoch:227]: Training Loss:0.001127
2023-06-19 09:43:52,332 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 09:44:04,314 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 09:44:16,134 - yago11k_0.001 - [INFO] - [Evaluating Epoch 227 valid]:
MRR: Tail : 0.40996, Head : 0.23285, Avg : 0.32141
2023-06-19 09:44:16,134 - yago11k_0.001 - [INFO] - [Epoch 227]: Training Loss: 0.0011271, Valid MRR: 0.32573,
2023-06-19 09:44:16,766 - yago11k_0.001 - [INFO] - [E:228| 0]: Train Loss:0.0011882, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:45:19,504 - yago11k_0.001 - [INFO] - [E:228| 100]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:46:22,233 - yago11k_0.001 - [INFO] - [E:228| 200]: Train Loss:0.0011259, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:47:24,960 - yago11k_0.001 - [INFO] - [E:228| 300]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:48:27,708 - yago11k_0.001 - [INFO] - [E:228| 400]: Train Loss:0.001127, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:49:30,460 - yago11k_0.001 - [INFO] - [E:228| 500]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:50:32,800 - yago11k_0.001 - [INFO] - [E:228| 600]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:50:32,800 - yago11k_0.001 - [INFO] - [Epoch:228]: Training Loss:0.001127
2023-06-19 09:50:33,014 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 09:50:44,993 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 09:50:56,808 - yago11k_0.001 - [INFO] - [Evaluating Epoch 228 valid]:
MRR: Tail : 0.41469, Head : 0.23524, Avg : 0.32496
2023-06-19 09:50:56,808 - yago11k_0.001 - [INFO] - [Epoch 228]: Training Loss: 0.0011267, Valid MRR: 0.32573,
2023-06-19 09:50:57,444 - yago11k_0.001 - [INFO] - [E:229| 0]: Train Loss:0.001128, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:52:00,187 - yago11k_0.001 - [INFO] - [E:229| 100]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:53:02,924 - yago11k_0.001 - [INFO] - [E:229| 200]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:54:05,667 - yago11k_0.001 - [INFO] - [E:229| 300]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:55:08,416 - yago11k_0.001 - [INFO] - [E:229| 400]: Train Loss:0.0011259, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:56:11,167 - yago11k_0.001 - [INFO] - [E:229| 500]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:57:13,492 - yago11k_0.001 - [INFO] - [E:229| 600]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:57:13,493 - yago11k_0.001 - [INFO] - [Epoch:229]: Training Loss:0.001127
2023-06-19 09:57:13,706 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 09:57:25,677 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 09:57:37,498 - yago11k_0.001 - [INFO] - [Evaluating Epoch 229 valid]:
MRR: Tail : 0.40943, Head : 0.23379, Avg : 0.32161
MR: Tail : 990.83, Head : 1248.5, Avg : 1119.7
Hit-1: Tail : 0.32495, Head : 0.19492, Avg : 0.25993
Hit-3: Tail : 0.45096, Head : 0.23062, Avg : 0.34079
Hit-10: Tail : 0.58169, Head : 0.31106, Avg : 0.44637
2023-06-19 09:57:37,498 - yago11k_0.001 - [INFO] - [Epoch 229]: Training Loss: 0.0011268, Valid MRR: 0.32573,
2023-06-19 09:57:38,133 - yago11k_0.001 - [INFO] - [E:230| 0]: Train Loss:0.0011494, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:58:40,855 - yago11k_0.001 - [INFO] - [E:230| 100]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_0.001
2023-06-19 09:59:43,580 - yago11k_0.001 - [INFO] - [E:230| 200]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:00:46,329 - yago11k_0.001 - [INFO] - [E:230| 300]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:01:49,073 - yago11k_0.001 - [INFO] - [E:230| 400]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:02:51,822 - yago11k_0.001 - [INFO] - [E:230| 500]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:03:54,157 - yago11k_0.001 - [INFO] - [E:230| 600]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:03:54,157 - yago11k_0.001 - [INFO] - [Epoch:230]: Training Loss:0.001127
2023-06-19 10:03:54,371 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 10:04:06,355 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 10:04:18,173 - yago11k_0.001 - [INFO] - [Evaluating Epoch 230 valid]:
MRR: Tail : 0.40994, Head : 0.23368, Avg : 0.32181
2023-06-19 10:04:18,173 - yago11k_0.001 - [INFO] - [Epoch 230]: Training Loss: 0.0011268, Valid MRR: 0.32573,
2023-06-19 10:04:18,809 - yago11k_0.001 - [INFO] - [E:231| 0]: Train Loss:0.0011071, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:05:21,557 - yago11k_0.001 - [INFO] - [E:231| 100]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:06:24,322 - yago11k_0.001 - [INFO] - [E:231| 200]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:07:27,079 - yago11k_0.001 - [INFO] - [E:231| 300]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:08:29,843 - yago11k_0.001 - [INFO] - [E:231| 400]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:09:32,598 - yago11k_0.001 - [INFO] - [E:231| 500]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:10:34,927 - yago11k_0.001 - [INFO] - [E:231| 600]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:10:34,927 - yago11k_0.001 - [INFO] - [Epoch:231]: Training Loss:0.001126
2023-06-19 10:10:35,141 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 10:10:47,122 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 10:10:58,942 - yago11k_0.001 - [INFO] - [Evaluating Epoch 231 valid]:
MRR: Tail : 0.4087, Head : 0.23201, Avg : 0.32036
2023-06-19 10:10:58,942 - yago11k_0.001 - [INFO] - [Epoch 231]: Training Loss: 0.0011262, Valid MRR: 0.32573,
2023-06-19 10:10:59,575 - yago11k_0.001 - [INFO] - [E:232| 0]: Train Loss:0.0011308, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:12:02,319 - yago11k_0.001 - [INFO] - [E:232| 100]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:13:05,228 - yago11k_0.001 - [INFO] - [E:232| 200]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:14:08,132 - yago11k_0.001 - [INFO] - [E:232| 300]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:15:11,014 - yago11k_0.001 - [INFO] - [E:232| 400]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:16:13,913 - yago11k_0.001 - [INFO] - [E:232| 500]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:17:16,390 - yago11k_0.001 - [INFO] - [E:232| 600]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:17:16,390 - yago11k_0.001 - [INFO] - [Epoch:232]: Training Loss:0.001126
2023-06-19 10:17:16,604 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 10:17:28,600 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 10:17:40,430 - yago11k_0.001 - [INFO] - [Evaluating Epoch 232 valid]:
MRR: Tail : 0.41232, Head : 0.23195, Avg : 0.32213
2023-06-19 10:17:40,430 - yago11k_0.001 - [INFO] - [Epoch 232]: Training Loss: 0.0011261, Valid MRR: 0.32573,
2023-06-19 10:17:41,065 - yago11k_0.001 - [INFO] - [E:233| 0]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:18:43,948 - yago11k_0.001 - [INFO] - [E:233| 100]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:19:46,881 - yago11k_0.001 - [INFO] - [E:233| 200]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:20:49,787 - yago11k_0.001 - [INFO] - [E:233| 300]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:21:52,689 - yago11k_0.001 - [INFO] - [E:233| 400]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:22:55,551 - yago11k_0.001 - [INFO] - [E:233| 500]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:23:58,012 - yago11k_0.001 - [INFO] - [E:233| 600]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:23:58,013 - yago11k_0.001 - [INFO] - [Epoch:233]: Training Loss:0.001126
2023-06-19 10:23:58,226 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 10:24:10,223 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 10:24:22,048 - yago11k_0.001 - [INFO] - [Evaluating Epoch 233 valid]:
MRR: Tail : 0.41249, Head : 0.2325, Avg : 0.32249
2023-06-19 10:24:22,049 - yago11k_0.001 - [INFO] - [Epoch 233]: Training Loss: 0.0011262, Valid MRR: 0.32573,
2023-06-19 10:24:22,683 - yago11k_0.001 - [INFO] - [E:234| 0]: Train Loss:0.0011479, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:25:25,589 - yago11k_0.001 - [INFO] - [E:234| 100]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:26:28,464 - yago11k_0.001 - [INFO] - [E:234| 200]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:27:31,374 - yago11k_0.001 - [INFO] - [E:234| 300]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:28:34,273 - yago11k_0.001 - [INFO] - [E:234| 400]: Train Loss:0.0011258, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:29:37,138 - yago11k_0.001 - [INFO] - [E:234| 500]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:30:39,621 - yago11k_0.001 - [INFO] - [E:234| 600]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:30:39,621 - yago11k_0.001 - [INFO] - [Epoch:234]: Training Loss:0.001126
2023-06-19 10:30:39,835 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 10:30:51,829 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 10:31:03,654 - yago11k_0.001 - [INFO] - [Evaluating Epoch 234 valid]:
MRR: Tail : 0.41278, Head : 0.23369, Avg : 0.32324
2023-06-19 10:31:03,654 - yago11k_0.001 - [INFO] - [Epoch 234]: Training Loss: 0.0011264, Valid MRR: 0.32573,
2023-06-19 10:31:04,288 - yago11k_0.001 - [INFO] - [E:235| 0]: Train Loss:0.0011197, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:32:07,166 - yago11k_0.001 - [INFO] - [E:235| 100]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:33:10,059 - yago11k_0.001 - [INFO] - [E:235| 200]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:34:12,968 - yago11k_0.001 - [INFO] - [E:235| 300]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:35:15,879 - yago11k_0.001 - [INFO] - [E:235| 400]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:36:18,756 - yago11k_0.001 - [INFO] - [E:235| 500]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:37:21,248 - yago11k_0.001 - [INFO] - [E:235| 600]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:37:21,248 - yago11k_0.001 - [INFO] - [Epoch:235]: Training Loss:0.001126
2023-06-19 10:37:21,462 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 10:37:33,447 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 10:37:45,276 - yago11k_0.001 - [INFO] - [Evaluating Epoch 235 valid]:
MRR: Tail : 0.41339, Head : 0.23197, Avg : 0.32268
2023-06-19 10:37:45,276 - yago11k_0.001 - [INFO] - [Epoch 235]: Training Loss: 0.001126, Valid MRR: 0.32573,
2023-06-19 10:37:45,912 - yago11k_0.001 - [INFO] - [E:236| 0]: Train Loss:0.0011577, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:38:48,812 - yago11k_0.001 - [INFO] - [E:236| 100]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:39:51,731 - yago11k_0.001 - [INFO] - [E:236| 200]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:40:54,627 - yago11k_0.001 - [INFO] - [E:236| 300]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:41:57,508 - yago11k_0.001 - [INFO] - [E:236| 400]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:43:00,367 - yago11k_0.001 - [INFO] - [E:236| 500]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:44:02,830 - yago11k_0.001 - [INFO] - [E:236| 600]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:44:02,830 - yago11k_0.001 - [INFO] - [Epoch:236]: Training Loss:0.001125
2023-06-19 10:44:03,044 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 10:44:15,037 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 10:44:26,865 - yago11k_0.001 - [INFO] - [Evaluating Epoch 236 valid]:
MRR: Tail : 0.41004, Head : 0.22826, Avg : 0.31915
2023-06-19 10:44:26,865 - yago11k_0.001 - [INFO] - [Epoch 236]: Training Loss: 0.0011254, Valid MRR: 0.32573,
2023-06-19 10:44:27,500 - yago11k_0.001 - [INFO] - [E:237| 0]: Train Loss:0.0011223, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:45:30,422 - yago11k_0.001 - [INFO] - [E:237| 100]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:46:33,294 - yago11k_0.001 - [INFO] - [E:237| 200]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:47:36,079 - yago11k_0.001 - [INFO] - [E:237| 300]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:48:38,871 - yago11k_0.001 - [INFO] - [E:237| 400]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:49:41,690 - yago11k_0.001 - [INFO] - [E:237| 500]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:50:44,084 - yago11k_0.001 - [INFO] - [E:237| 600]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:50:44,085 - yago11k_0.001 - [INFO] - [Epoch:237]: Training Loss:0.001126
2023-06-19 10:50:44,298 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 10:50:56,286 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 10:51:08,106 - yago11k_0.001 - [INFO] - [Evaluating Epoch 237 valid]:
MRR: Tail : 0.40654, Head : 0.23034, Avg : 0.31844
2023-06-19 10:51:08,106 - yago11k_0.001 - [INFO] - [Epoch 237]: Training Loss: 0.001126, Valid MRR: 0.32573,
2023-06-19 10:51:08,744 - yago11k_0.001 - [INFO] - [E:238| 0]: Train Loss:0.0011196, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:52:11,574 - yago11k_0.001 - [INFO] - [E:238| 100]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:53:14,371 - yago11k_0.001 - [INFO] - [E:238| 200]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:54:17,148 - yago11k_0.001 - [INFO] - [E:238| 300]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:55:19,922 - yago11k_0.001 - [INFO] - [E:238| 400]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:56:22,673 - yago11k_0.001 - [INFO] - [E:238| 500]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:57:24,994 - yago11k_0.001 - [INFO] - [E:238| 600]: Train Loss:0.001126, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:57:24,995 - yago11k_0.001 - [INFO] - [Epoch:238]: Training Loss:0.001126
2023-06-19 10:57:25,208 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 10:57:37,183 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 10:57:48,990 - yago11k_0.001 - [INFO] - [Evaluating Epoch 238 valid]:
MRR: Tail : 0.4078, Head : 0.22821, Avg : 0.318
2023-06-19 10:57:48,990 - yago11k_0.001 - [INFO] - [Epoch 238]: Training Loss: 0.001126, Valid MRR: 0.32573,
2023-06-19 10:57:49,626 - yago11k_0.001 - [INFO] - [E:239| 0]: Train Loss:0.0011463, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:58:52,374 - yago11k_0.001 - [INFO] - [E:239| 100]: Train Loss:0.0011245, Val MRR:0.32573, yago11k_0.001
2023-06-19 10:59:55,129 - yago11k_0.001 - [INFO] - [E:239| 200]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:00:57,832 - yago11k_0.001 - [INFO] - [E:239| 300]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:02:00,546 - yago11k_0.001 - [INFO] - [E:239| 400]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:03:03,278 - yago11k_0.001 - [INFO] - [E:239| 500]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:04:05,578 - yago11k_0.001 - [INFO] - [E:239| 600]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:04:05,578 - yago11k_0.001 - [INFO] - [Epoch:239]: Training Loss:0.001125
2023-06-19 11:04:05,791 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 11:04:17,764 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 11:04:29,579 - yago11k_0.001 - [INFO] - [Evaluating Epoch 239 valid]:
MRR: Tail : 0.4119, Head : 0.23441, Avg : 0.32316
MR: Tail : 965.31, Head : 1268.2, Avg : 1116.7
Hit-1: Tail : 0.32634, Head : 0.19492, Avg : 0.26063
Hit-3: Tail : 0.45429, Head : 0.23284, Avg : 0.34357
Hit-10: Tail : 0.58461, Head : 0.30981, Avg : 0.44721
2023-06-19 11:04:29,579 - yago11k_0.001 - [INFO] - [Epoch 239]: Training Loss: 0.0011255, Valid MRR: 0.32573,
2023-06-19 11:04:30,210 - yago11k_0.001 - [INFO] - [E:240| 0]: Train Loss:0.0011121, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:05:32,911 - yago11k_0.001 - [INFO] - [E:240| 100]: Train Loss:0.0011234, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:06:35,618 - yago11k_0.001 - [INFO] - [E:240| 200]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:07:38,325 - yago11k_0.001 - [INFO] - [E:240| 300]: Train Loss:0.0011258, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:08:41,066 - yago11k_0.001 - [INFO] - [E:240| 400]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:09:43,776 - yago11k_0.001 - [INFO] - [E:240| 500]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:10:46,047 - yago11k_0.001 - [INFO] - [E:240| 600]: Train Loss:0.0011257, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:10:46,047 - yago11k_0.001 - [INFO] - [Epoch:240]: Training Loss:0.001126
2023-06-19 11:10:46,261 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 11:10:58,228 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 11:11:10,034 - yago11k_0.001 - [INFO] - [Evaluating Epoch 240 valid]:
MRR: Tail : 0.41206, Head : 0.2313, Avg : 0.32168
2023-06-19 11:11:10,034 - yago11k_0.001 - [INFO] - [Epoch 240]: Training Loss: 0.0011257, Valid MRR: 0.32573,
2023-06-19 11:11:10,669 - yago11k_0.001 - [INFO] - [E:241| 0]: Train Loss:0.001125, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:12:13,379 - yago11k_0.001 - [INFO] - [E:241| 100]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:13:16,071 - yago11k_0.001 - [INFO] - [E:241| 200]: Train Loss:0.0011237, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:14:18,779 - yago11k_0.001 - [INFO] - [E:241| 300]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:15:21,473 - yago11k_0.001 - [INFO] - [E:241| 400]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:16:24,192 - yago11k_0.001 - [INFO] - [E:241| 500]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:17:26,495 - yago11k_0.001 - [INFO] - [E:241| 600]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:17:26,496 - yago11k_0.001 - [INFO] - [Epoch:241]: Training Loss:0.001125
2023-06-19 11:17:26,709 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 11:17:38,680 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 11:17:50,491 - yago11k_0.001 - [INFO] - [Evaluating Epoch 241 valid]:
MRR: Tail : 0.41561, Head : 0.23145, Avg : 0.32353
2023-06-19 11:17:50,491 - yago11k_0.001 - [INFO] - [Epoch 241]: Training Loss: 0.0011251, Valid MRR: 0.32573,
2023-06-19 11:17:51,122 - yago11k_0.001 - [INFO] - [E:242| 0]: Train Loss:0.0011407, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:18:53,846 - yago11k_0.001 - [INFO] - [E:242| 100]: Train Loss:0.0011259, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:19:56,543 - yago11k_0.001 - [INFO] - [E:242| 200]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:20:59,242 - yago11k_0.001 - [INFO] - [E:242| 300]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:22:01,953 - yago11k_0.001 - [INFO] - [E:242| 400]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:23:04,655 - yago11k_0.001 - [INFO] - [E:242| 500]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:24:06,930 - yago11k_0.001 - [INFO] - [E:242| 600]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:24:06,930 - yago11k_0.001 - [INFO] - [Epoch:242]: Training Loss:0.001126
2023-06-19 11:24:07,143 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 11:24:19,113 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 11:24:30,920 - yago11k_0.001 - [INFO] - [Evaluating Epoch 242 valid]:
MRR: Tail : 0.41579, Head : 0.23441, Avg : 0.3251
2023-06-19 11:24:30,920 - yago11k_0.001 - [INFO] - [Epoch 242]: Training Loss: 0.0011255, Valid MRR: 0.32573,
2023-06-19 11:24:31,559 - yago11k_0.001 - [INFO] - [E:243| 0]: Train Loss:0.0011379, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:25:34,255 - yago11k_0.001 - [INFO] - [E:243| 100]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:26:36,944 - yago11k_0.001 - [INFO] - [E:243| 200]: Train Loss:0.0011259, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:27:39,614 - yago11k_0.001 - [INFO] - [E:243| 300]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:28:42,301 - yago11k_0.001 - [INFO] - [E:243| 400]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:29:44,998 - yago11k_0.001 - [INFO] - [E:243| 500]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:30:47,260 - yago11k_0.001 - [INFO] - [E:243| 600]: Train Loss:0.0011257, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:30:47,261 - yago11k_0.001 - [INFO] - [Epoch:243]: Training Loss:0.001126
2023-06-19 11:30:47,474 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 11:30:59,441 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 11:31:11,244 - yago11k_0.001 - [INFO] - [Evaluating Epoch 243 valid]:
MRR: Tail : 0.41558, Head : 0.23487, Avg : 0.32522
2023-06-19 11:31:11,244 - yago11k_0.001 - [INFO] - [Epoch 243]: Training Loss: 0.0011257, Valid MRR: 0.32573,
2023-06-19 11:31:11,880 - yago11k_0.001 - [INFO] - [E:244| 0]: Train Loss:0.0011812, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:32:14,589 - yago11k_0.001 - [INFO] - [E:244| 100]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:33:17,281 - yago11k_0.001 - [INFO] - [E:244| 200]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:34:19,985 - yago11k_0.001 - [INFO] - [E:244| 300]: Train Loss:0.001125, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:35:22,648 - yago11k_0.001 - [INFO] - [E:244| 400]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:36:25,326 - yago11k_0.001 - [INFO] - [E:244| 500]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:37:27,574 - yago11k_0.001 - [INFO] - [E:244| 600]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:37:27,575 - yago11k_0.001 - [INFO] - [Epoch:244]: Training Loss:0.001126
2023-06-19 11:37:27,789 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 11:37:39,752 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 11:37:51,552 - yago11k_0.001 - [INFO] - [Evaluating Epoch 244 valid]:
MRR: Tail : 0.41206, Head : 0.23307, Avg : 0.32256
2023-06-19 11:37:51,552 - yago11k_0.001 - [INFO] - [Epoch 244]: Training Loss: 0.0011256, Valid MRR: 0.32573,
2023-06-19 11:37:52,184 - yago11k_0.001 - [INFO] - [E:245| 0]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:38:54,862 - yago11k_0.001 - [INFO] - [E:245| 100]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:39:57,547 - yago11k_0.001 - [INFO] - [E:245| 200]: Train Loss:0.0011244, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:41:00,220 - yago11k_0.001 - [INFO] - [E:245| 300]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:42:02,890 - yago11k_0.001 - [INFO] - [E:245| 400]: Train Loss:0.0011243, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:43:05,568 - yago11k_0.001 - [INFO] - [E:245| 500]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:44:07,828 - yago11k_0.001 - [INFO] - [E:245| 600]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:44:07,828 - yago11k_0.001 - [INFO] - [Epoch:245]: Training Loss:0.001125
2023-06-19 11:44:08,042 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 11:44:20,005 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 11:44:31,810 - yago11k_0.001 - [INFO] - [Evaluating Epoch 245 valid]:
MRR: Tail : 0.41369, Head : 0.23173, Avg : 0.32271
2023-06-19 11:44:31,810 - yago11k_0.001 - [INFO] - [Epoch 245]: Training Loss: 0.0011249, Valid MRR: 0.32573,
2023-06-19 11:44:32,443 - yago11k_0.001 - [INFO] - [E:246| 0]: Train Loss:0.0011217, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:45:35,118 - yago11k_0.001 - [INFO] - [E:246| 100]: Train Loss:0.0011228, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:46:37,797 - yago11k_0.001 - [INFO] - [E:246| 200]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:47:40,484 - yago11k_0.001 - [INFO] - [E:246| 300]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:48:43,190 - yago11k_0.001 - [INFO] - [E:246| 400]: Train Loss:0.0011238, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:49:45,910 - yago11k_0.001 - [INFO] - [E:246| 500]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:50:48,216 - yago11k_0.001 - [INFO] - [E:246| 600]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:50:48,217 - yago11k_0.001 - [INFO] - [Epoch:246]: Training Loss:0.001125
2023-06-19 11:50:48,430 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 11:51:00,409 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 11:51:12,218 - yago11k_0.001 - [INFO] - [Evaluating Epoch 246 valid]:
MRR: Tail : 0.41213, Head : 0.23029, Avg : 0.32121
2023-06-19 11:51:12,218 - yago11k_0.001 - [INFO] - [Epoch 246]: Training Loss: 0.0011252, Valid MRR: 0.32573,
2023-06-19 11:51:12,851 - yago11k_0.001 - [INFO] - [E:247| 0]: Train Loss:0.0011233, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:52:15,600 - yago11k_0.001 - [INFO] - [E:247| 100]: Train Loss:0.0011244, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:53:18,336 - yago11k_0.001 - [INFO] - [E:247| 200]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:54:21,077 - yago11k_0.001 - [INFO] - [E:247| 300]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:55:23,848 - yago11k_0.001 - [INFO] - [E:247| 400]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:56:26,642 - yago11k_0.001 - [INFO] - [E:247| 500]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:57:28,978 - yago11k_0.001 - [INFO] - [E:247| 600]: Train Loss:0.001125, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:57:28,978 - yago11k_0.001 - [INFO] - [Epoch:247]: Training Loss:0.001125
2023-06-19 11:57:29,193 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 11:57:41,173 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 11:57:52,992 - yago11k_0.001 - [INFO] - [Evaluating Epoch 247 valid]:
MRR: Tail : 0.40704, Head : 0.23101, Avg : 0.31902
2023-06-19 11:57:52,992 - yago11k_0.001 - [INFO] - [Epoch 247]: Training Loss: 0.001125, Valid MRR: 0.32573,
2023-06-19 11:57:53,629 - yago11k_0.001 - [INFO] - [E:248| 0]: Train Loss:0.0011166, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:58:56,396 - yago11k_0.001 - [INFO] - [E:248| 100]: Train Loss:0.0011236, Val MRR:0.32573, yago11k_0.001
2023-06-19 11:59:59,157 - yago11k_0.001 - [INFO] - [E:248| 200]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:01:01,923 - yago11k_0.001 - [INFO] - [E:248| 300]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:02:04,700 - yago11k_0.001 - [INFO] - [E:248| 400]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:03:07,467 - yago11k_0.001 - [INFO] - [E:248| 500]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:04:09,846 - yago11k_0.001 - [INFO] - [E:248| 600]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:04:09,846 - yago11k_0.001 - [INFO] - [Epoch:248]: Training Loss:0.001125
2023-06-19 12:04:10,059 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 12:04:22,033 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 12:04:33,848 - yago11k_0.001 - [INFO] - [Evaluating Epoch 248 valid]:
MRR: Tail : 0.4063, Head : 0.23026, Avg : 0.31828
2023-06-19 12:04:33,848 - yago11k_0.001 - [INFO] - [Epoch 248]: Training Loss: 0.0011246, Valid MRR: 0.32573,
2023-06-19 12:04:34,481 - yago11k_0.001 - [INFO] - [E:249| 0]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:05:37,307 - yago11k_0.001 - [INFO] - [E:249| 100]: Train Loss:0.0011227, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:06:40,115 - yago11k_0.001 - [INFO] - [E:249| 200]: Train Loss:0.0011233, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:07:42,939 - yago11k_0.001 - [INFO] - [E:249| 300]: Train Loss:0.0011237, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:08:45,782 - yago11k_0.001 - [INFO] - [E:249| 400]: Train Loss:0.001124, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:09:48,608 - yago11k_0.001 - [INFO] - [E:249| 500]: Train Loss:0.0011244, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:10:51,019 - yago11k_0.001 - [INFO] - [E:249| 600]: Train Loss:0.0011244, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:10:51,019 - yago11k_0.001 - [INFO] - [Epoch:249]: Training Loss:0.001124
2023-06-19 12:10:51,233 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 12:11:03,208 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 12:11:15,033 - yago11k_0.001 - [INFO] - [Evaluating Epoch 249 valid]:
MRR: Tail : 0.4054, Head : 0.23353, Avg : 0.31947
MR: Tail : 992.04, Head : 1246.0, Avg : 1119.0
Hit-1: Tail : 0.31745, Head : 0.19617, Avg : 0.25681
Hit-3: Tail : 0.44887, Head : 0.23173, Avg : 0.3403
Hit-10: Tail : 0.57974, Head : 0.30356, Avg : 0.44165
2023-06-19 12:11:15,033 - yago11k_0.001 - [INFO] - [Epoch 249]: Training Loss: 0.0011244, Valid MRR: 0.32573,
2023-06-19 12:11:15,666 - yago11k_0.001 - [INFO] - [E:250| 0]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:12:18,423 - yago11k_0.001 - [INFO] - [E:250| 100]: Train Loss:0.0011229, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:13:21,219 - yago11k_0.001 - [INFO] - [E:250| 200]: Train Loss:0.0011234, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:14:23,978 - yago11k_0.001 - [INFO] - [E:250| 300]: Train Loss:0.0011233, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:15:26,752 - yago11k_0.001 - [INFO] - [E:250| 400]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:16:29,520 - yago11k_0.001 - [INFO] - [E:250| 500]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:17:31,847 - yago11k_0.001 - [INFO] - [E:250| 600]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:17:31,847 - yago11k_0.001 - [INFO] - [Epoch:250]: Training Loss:0.001125
2023-06-19 12:17:32,061 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 12:17:44,037 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 12:17:55,851 - yago11k_0.001 - [INFO] - [Evaluating Epoch 250 valid]:
MRR: Tail : 0.41116, Head : 0.23223, Avg : 0.32169
2023-06-19 12:17:55,852 - yago11k_0.001 - [INFO] - [Epoch 250]: Training Loss: 0.0011247, Valid MRR: 0.32573,
2023-06-19 12:17:56,486 - yago11k_0.001 - [INFO] - [E:251| 0]: Train Loss:0.0011358, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:18:59,262 - yago11k_0.001 - [INFO] - [E:251| 100]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:20:02,043 - yago11k_0.001 - [INFO] - [E:251| 200]: Train Loss:0.0011245, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:21:04,828 - yago11k_0.001 - [INFO] - [E:251| 300]: Train Loss:0.0011241, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:22:07,601 - yago11k_0.001 - [INFO] - [E:251| 400]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:23:10,369 - yago11k_0.001 - [INFO] - [E:251| 500]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:24:12,708 - yago11k_0.001 - [INFO] - [E:251| 600]: Train Loss:0.0011243, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:24:12,708 - yago11k_0.001 - [INFO] - [Epoch:251]: Training Loss:0.001124
2023-06-19 12:24:12,922 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 12:24:24,895 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 12:24:36,699 - yago11k_0.001 - [INFO] - [Evaluating Epoch 251 valid]:
MRR: Tail : 0.4094, Head : 0.23094, Avg : 0.32017
2023-06-19 12:24:36,699 - yago11k_0.001 - [INFO] - [Epoch 251]: Training Loss: 0.0011243, Valid MRR: 0.32573,
2023-06-19 12:24:37,333 - yago11k_0.001 - [INFO] - [E:252| 0]: Train Loss:0.0011182, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:25:40,090 - yago11k_0.001 - [INFO] - [E:252| 100]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:26:42,853 - yago11k_0.001 - [INFO] - [E:252| 200]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:27:45,646 - yago11k_0.001 - [INFO] - [E:252| 300]: Train Loss:0.001124, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:28:48,425 - yago11k_0.001 - [INFO] - [E:252| 400]: Train Loss:0.0011245, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:29:51,188 - yago11k_0.001 - [INFO] - [E:252| 500]: Train Loss:0.001124, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:30:53,510 - yago11k_0.001 - [INFO] - [E:252| 600]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:30:53,510 - yago11k_0.001 - [INFO] - [Epoch:252]: Training Loss:0.001125
2023-06-19 12:30:53,725 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 12:31:05,713 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 12:31:17,527 - yago11k_0.001 - [INFO] - [Evaluating Epoch 252 valid]:
MRR: Tail : 0.41197, Head : 0.2339, Avg : 0.32293
2023-06-19 12:31:17,527 - yago11k_0.001 - [INFO] - [Epoch 252]: Training Loss: 0.0011247, Valid MRR: 0.32573,
2023-06-19 12:31:18,159 - yago11k_0.001 - [INFO] - [E:253| 0]: Train Loss:0.0011407, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:32:20,913 - yago11k_0.001 - [INFO] - [E:253| 100]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:33:23,673 - yago11k_0.001 - [INFO] - [E:253| 200]: Train Loss:0.0011234, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:34:26,439 - yago11k_0.001 - [INFO] - [E:253| 300]: Train Loss:0.0011236, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:35:29,205 - yago11k_0.001 - [INFO] - [E:253| 400]: Train Loss:0.001124, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:36:31,967 - yago11k_0.001 - [INFO] - [E:253| 500]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:37:34,360 - yago11k_0.001 - [INFO] - [E:253| 600]: Train Loss:0.0011245, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:37:34,360 - yago11k_0.001 - [INFO] - [Epoch:253]: Training Loss:0.001125
2023-06-19 12:37:34,574 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 12:37:46,568 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 12:37:58,393 - yago11k_0.001 - [INFO] - [Evaluating Epoch 253 valid]:
MRR: Tail : 0.41787, Head : 0.23195, Avg : 0.32491
2023-06-19 12:37:58,393 - yago11k_0.001 - [INFO] - [Epoch 253]: Training Loss: 0.0011245, Valid MRR: 0.32573,
2023-06-19 12:37:59,028 - yago11k_0.001 - [INFO] - [E:254| 0]: Train Loss:0.0011088, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:39:01,929 - yago11k_0.001 - [INFO] - [E:254| 100]: Train Loss:0.0011199, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:40:04,833 - yago11k_0.001 - [INFO] - [E:254| 200]: Train Loss:0.0011231, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:41:07,791 - yago11k_0.001 - [INFO] - [E:254| 300]: Train Loss:0.0011236, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:42:10,750 - yago11k_0.001 - [INFO] - [E:254| 400]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:43:13,741 - yago11k_0.001 - [INFO] - [E:254| 500]: Train Loss:0.0011237, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:44:16,279 - yago11k_0.001 - [INFO] - [E:254| 600]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_0.001
2023-06-19 12:44:16,279 - yago11k_0.001 - [INFO] - [Epoch:254]: Training Loss:0.001124
2023-06-19 12:44:16,493 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 12:44:28,516 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 12:44:40,369 - yago11k_0.001 - [INFO] - [Evaluating Epoch 254 valid]:
MRR: Tail : 0.41942, Head : 0.23372, Avg : 0.32657
2023-06-19 12:44:41,342 - yago11k_0.001 - [INFO] - [Epoch 254]: Training Loss: 0.0011242, Valid MRR: 0.32657,
2023-06-19 12:44:41,987 - yago11k_0.001 - [INFO] - [E:255| 0]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_0.001
2023-06-19 12:45:45,009 - yago11k_0.001 - [INFO] - [E:255| 100]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001
2023-06-19 12:46:48,017 - yago11k_0.001 - [INFO] - [E:255| 200]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_0.001
2023-06-19 12:47:51,000 - yago11k_0.001 - [INFO] - [E:255| 300]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_0.001
2023-06-19 12:48:54,009 - yago11k_0.001 - [INFO] - [E:255| 400]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001
2023-06-19 12:49:57,012 - yago11k_0.001 - [INFO] - [E:255| 500]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_0.001
2023-06-19 12:50:59,594 - yago11k_0.001 - [INFO] - [E:255| 600]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_0.001
2023-06-19 12:50:59,595 - yago11k_0.001 - [INFO] - [Epoch:255]: Training Loss:0.001124
2023-06-19 12:50:59,810 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 12:51:11,841 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 12:51:23,696 - yago11k_0.001 - [INFO] - [Evaluating Epoch 255 valid]:
MRR: Tail : 0.41432, Head : 0.23463, Avg : 0.32448
2023-06-19 12:51:23,697 - yago11k_0.001 - [INFO] - [Epoch 255]: Training Loss: 0.0011239, Valid MRR: 0.32657,
2023-06-19 12:51:24,330 - yago11k_0.001 - [INFO] - [E:256| 0]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001
2023-06-19 12:52:27,318 - yago11k_0.001 - [INFO] - [E:256| 100]: Train Loss:0.0011241, Val MRR:0.32657, yago11k_0.001
2023-06-19 12:53:30,302 - yago11k_0.001 - [INFO] - [E:256| 200]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_0.001
2023-06-19 12:54:33,293 - yago11k_0.001 - [INFO] - [E:256| 300]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_0.001
2023-06-19 12:55:36,278 - yago11k_0.001 - [INFO] - [E:256| 400]: Train Loss:0.0011241, Val MRR:0.32657, yago11k_0.001
2023-06-19 12:56:39,252 - yago11k_0.001 - [INFO] - [E:256| 500]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_0.001
2023-06-19 12:57:41,814 - yago11k_0.001 - [INFO] - [E:256| 600]: Train Loss:0.0011241, Val MRR:0.32657, yago11k_0.001
2023-06-19 12:57:41,814 - yago11k_0.001 - [INFO] - [Epoch:256]: Training Loss:0.001124
2023-06-19 12:57:42,030 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 12:57:54,054 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 12:58:05,907 - yago11k_0.001 - [INFO] - [Evaluating Epoch 256 valid]:
MRR: Tail : 0.41467, Head : 0.23187, Avg : 0.32327
2023-06-19 12:58:05,907 - yago11k_0.001 - [INFO] - [Epoch 256]: Training Loss: 0.0011241, Valid MRR: 0.32657,
2023-06-19 12:58:06,550 - yago11k_0.001 - [INFO] - [E:257| 0]: Train Loss:0.0011481, Val MRR:0.32657, yago11k_0.001
2023-06-19 12:59:09,539 - yago11k_0.001 - [INFO] - [E:257| 100]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:00:12,540 - yago11k_0.001 - [INFO] - [E:257| 200]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:01:15,541 - yago11k_0.001 - [INFO] - [E:257| 300]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:02:18,538 - yago11k_0.001 - [INFO] - [E:257| 400]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:03:21,487 - yago11k_0.001 - [INFO] - [E:257| 500]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:04:23,992 - yago11k_0.001 - [INFO] - [E:257| 600]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:04:23,992 - yago11k_0.001 - [INFO] - [Epoch:257]: Training Loss:0.001123
2023-06-19 13:04:24,205 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 13:04:36,202 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 13:04:48,028 - yago11k_0.001 - [INFO] - [Evaluating Epoch 257 valid]:
MRR: Tail : 0.41322, Head : 0.23249, Avg : 0.32286
2023-06-19 13:04:48,028 - yago11k_0.001 - [INFO] - [Epoch 257]: Training Loss: 0.0011235, Valid MRR: 0.32657,
2023-06-19 13:04:48,664 - yago11k_0.001 - [INFO] - [E:258| 0]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:05:51,554 - yago11k_0.001 - [INFO] - [E:258| 100]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:06:54,414 - yago11k_0.001 - [INFO] - [E:258| 200]: Train Loss:0.0011243, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:07:57,260 - yago11k_0.001 - [INFO] - [E:258| 300]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:09:00,088 - yago11k_0.001 - [INFO] - [E:258| 400]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:10:02,906 - yago11k_0.001 - [INFO] - [E:258| 500]: Train Loss:0.0011243, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:11:05,295 - yago11k_0.001 - [INFO] - [E:258| 600]: Train Loss:0.0011242, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:11:05,296 - yago11k_0.001 - [INFO] - [Epoch:258]: Training Loss:0.001124
2023-06-19 13:11:05,509 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 13:11:17,488 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 13:11:29,304 - yago11k_0.001 - [INFO] - [Evaluating Epoch 258 valid]:
MRR: Tail : 0.41469, Head : 0.23321, Avg : 0.32395
2023-06-19 13:11:29,304 - yago11k_0.001 - [INFO] - [Epoch 258]: Training Loss: 0.0011242, Valid MRR: 0.32657,
2023-06-19 13:11:29,937 - yago11k_0.001 - [INFO] - [E:259| 0]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:12:32,770 - yago11k_0.001 - [INFO] - [E:259| 100]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:13:35,579 - yago11k_0.001 - [INFO] - [E:259| 200]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:14:38,371 - yago11k_0.001 - [INFO] - [E:259| 300]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:15:41,205 - yago11k_0.001 - [INFO] - [E:259| 400]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:16:43,978 - yago11k_0.001 - [INFO] - [E:259| 500]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:17:46,335 - yago11k_0.001 - [INFO] - [E:259| 600]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:17:46,335 - yago11k_0.001 - [INFO] - [Epoch:259]: Training Loss:0.001124
2023-06-19 13:17:46,550 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 13:17:58,534 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 13:18:10,346 - yago11k_0.001 - [INFO] - [Evaluating Epoch 259 valid]:
MRR: Tail : 0.40921, Head : 0.2303, Avg : 0.31975
MR: Tail : 956.46, Head : 1255.9, Avg : 1106.2
Hit-1: Tail : 0.32203, Head : 0.192, Avg : 0.25702
Hit-3: Tail : 0.45638, Head : 0.22812, Avg : 0.34225
Hit-10: Tail : 0.57391, Head : 0.30356, Avg : 0.43873
2023-06-19 13:18:10,346 - yago11k_0.001 - [INFO] - [Epoch 259]: Training Loss: 0.0011235, Valid MRR: 0.32657,
2023-06-19 13:18:10,982 - yago11k_0.001 - [INFO] - [E:260| 0]: Train Loss:0.0011662, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:19:13,798 - yago11k_0.001 - [INFO] - [E:260| 100]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:20:16,578 - yago11k_0.001 - [INFO] - [E:260| 200]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:21:19,371 - yago11k_0.001 - [INFO] - [E:260| 300]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:22:22,153 - yago11k_0.001 - [INFO] - [E:260| 400]: Train Loss:0.0011237, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:23:24,929 - yago11k_0.001 - [INFO] - [E:260| 500]: Train Loss:0.0011237, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:24:27,295 - yago11k_0.001 - [INFO] - [E:260| 600]: Train Loss:0.0011243, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:24:27,296 - yago11k_0.001 - [INFO] - [Epoch:260]: Training Loss:0.001124
2023-06-19 13:24:27,510 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 13:24:39,492 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 13:24:51,300 - yago11k_0.001 - [INFO] - [Evaluating Epoch 260 valid]:
MRR: Tail : 0.41202, Head : 0.2334, Avg : 0.32271
2023-06-19 13:24:51,300 - yago11k_0.001 - [INFO] - [Epoch 260]: Training Loss: 0.0011243, Valid MRR: 0.32657,
2023-06-19 13:24:51,935 - yago11k_0.001 - [INFO] - [E:261| 0]: Train Loss:0.0011375, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:25:54,723 - yago11k_0.001 - [INFO] - [E:261| 100]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:26:57,508 - yago11k_0.001 - [INFO] - [E:261| 200]: Train Loss:0.0011227, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:28:00,329 - yago11k_0.001 - [INFO] - [E:261| 300]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:29:03,133 - yago11k_0.001 - [INFO] - [E:261| 400]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:30:05,912 - yago11k_0.001 - [INFO] - [E:261| 500]: Train Loss:0.0011237, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:31:08,277 - yago11k_0.001 - [INFO] - [E:261| 600]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:31:08,277 - yago11k_0.001 - [INFO] - [Epoch:261]: Training Loss:0.001124
2023-06-19 13:31:08,490 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 13:31:20,471 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 13:31:32,284 - yago11k_0.001 - [INFO] - [Evaluating Epoch 261 valid]:
MRR: Tail : 0.41463, Head : 0.23719, Avg : 0.32591
2023-06-19 13:31:32,284 - yago11k_0.001 - [INFO] - [Epoch 261]: Training Loss: 0.0011239, Valid MRR: 0.32657,
2023-06-19 13:31:32,919 - yago11k_0.001 - [INFO] - [E:262| 0]: Train Loss:0.0011062, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:32:35,711 - yago11k_0.001 - [INFO] - [E:262| 100]: Train Loss:0.001123, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:33:38,516 - yago11k_0.001 - [INFO] - [E:262| 200]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:34:41,312 - yago11k_0.001 - [INFO] - [E:262| 300]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:35:44,093 - yago11k_0.001 - [INFO] - [E:262| 400]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:36:46,872 - yago11k_0.001 - [INFO] - [E:262| 500]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:37:49,238 - yago11k_0.001 - [INFO] - [E:262| 600]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:37:49,238 - yago11k_0.001 - [INFO] - [Epoch:262]: Training Loss:0.001124
2023-06-19 13:37:49,453 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 13:38:01,432 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 13:38:13,243 - yago11k_0.001 - [INFO] - [Evaluating Epoch 262 valid]:
MRR: Tail : 0.41134, Head : 0.23344, Avg : 0.32239
2023-06-19 13:38:13,243 - yago11k_0.001 - [INFO] - [Epoch 262]: Training Loss: 0.0011238, Valid MRR: 0.32657,
2023-06-19 13:38:13,876 - yago11k_0.001 - [INFO] - [E:263| 0]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:39:16,680 - yago11k_0.001 - [INFO] - [E:263| 100]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:40:19,475 - yago11k_0.001 - [INFO] - [E:263| 200]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:41:22,256 - yago11k_0.001 - [INFO] - [E:263| 300]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:42:25,032 - yago11k_0.001 - [INFO] - [E:263| 400]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:43:27,827 - yago11k_0.001 - [INFO] - [E:263| 500]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:44:30,201 - yago11k_0.001 - [INFO] - [E:263| 600]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:44:30,202 - yago11k_0.001 - [INFO] - [Epoch:263]: Training Loss:0.001123
2023-06-19 13:44:30,416 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 13:44:42,397 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 13:44:54,220 - yago11k_0.001 - [INFO] - [Evaluating Epoch 263 valid]:
MRR: Tail : 0.40638, Head : 0.23121, Avg : 0.3188
2023-06-19 13:44:54,220 - yago11k_0.001 - [INFO] - [Epoch 263]: Training Loss: 0.0011233, Valid MRR: 0.32657,
2023-06-19 13:44:54,852 - yago11k_0.001 - [INFO] - [E:264| 0]: Train Loss:0.0010988, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:45:57,626 - yago11k_0.001 - [INFO] - [E:264| 100]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:47:00,412 - yago11k_0.001 - [INFO] - [E:264| 200]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:48:03,213 - yago11k_0.001 - [INFO] - [E:264| 300]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:49:05,980 - yago11k_0.001 - [INFO] - [E:264| 400]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:50:08,765 - yago11k_0.001 - [INFO] - [E:264| 500]: Train Loss:0.001123, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:51:11,129 - yago11k_0.001 - [INFO] - [E:264| 600]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:51:11,130 - yago11k_0.001 - [INFO] - [Epoch:264]: Training Loss:0.001123
2023-06-19 13:51:11,342 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 13:51:23,321 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 13:51:35,147 - yago11k_0.001 - [INFO] - [Evaluating Epoch 264 valid]:
MRR: Tail : 0.4107, Head : 0.23042, Avg : 0.32056
2023-06-19 13:51:35,147 - yago11k_0.001 - [INFO] - [Epoch 264]: Training Loss: 0.0011232, Valid MRR: 0.32657,
2023-06-19 13:51:35,784 - yago11k_0.001 - [INFO] - [E:265| 0]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:52:38,586 - yago11k_0.001 - [INFO] - [E:265| 100]: Train Loss:0.0011227, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:53:41,262 - yago11k_0.001 - [INFO] - [E:265| 200]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:54:43,950 - yago11k_0.001 - [INFO] - [E:265| 300]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:55:46,634 - yago11k_0.001 - [INFO] - [E:265| 400]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:56:49,314 - yago11k_0.001 - [INFO] - [E:265| 500]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:57:51,584 - yago11k_0.001 - [INFO] - [E:265| 600]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:57:51,584 - yago11k_0.001 - [INFO] - [Epoch:265]: Training Loss:0.001123
2023-06-19 13:57:51,798 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 13:58:03,764 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 13:58:15,578 - yago11k_0.001 - [INFO] - [Evaluating Epoch 265 valid]:
MRR: Tail : 0.40849, Head : 0.23309, Avg : 0.32079
2023-06-19 13:58:15,578 - yago11k_0.001 - [INFO] - [Epoch 265]: Training Loss: 0.0011235, Valid MRR: 0.32657,
2023-06-19 13:58:16,209 - yago11k_0.001 - [INFO] - [E:266| 0]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_0.001
2023-06-19 13:59:18,874 - yago11k_0.001 - [INFO] - [E:266| 100]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:00:21,530 - yago11k_0.001 - [INFO] - [E:266| 200]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:01:24,214 - yago11k_0.001 - [INFO] - [E:266| 300]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:02:26,885 - yago11k_0.001 - [INFO] - [E:266| 400]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:03:29,550 - yago11k_0.001 - [INFO] - [E:266| 500]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:04:31,810 - yago11k_0.001 - [INFO] - [E:266| 600]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:04:31,811 - yago11k_0.001 - [INFO] - [Epoch:266]: Training Loss:0.001123
2023-06-19 14:04:32,024 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 14:04:43,991 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 14:04:55,800 - yago11k_0.001 - [INFO] - [Evaluating Epoch 266 valid]:
MRR: Tail : 0.4117, Head : 0.23069, Avg : 0.3212
2023-06-19 14:04:55,800 - yago11k_0.001 - [INFO] - [Epoch 266]: Training Loss: 0.0011234, Valid MRR: 0.32657,
2023-06-19 14:04:56,431 - yago11k_0.001 - [INFO] - [E:267| 0]: Train Loss:0.0011088, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:05:59,083 - yago11k_0.001 - [INFO] - [E:267| 100]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:07:01,766 - yago11k_0.001 - [INFO] - [E:267| 200]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:08:04,419 - yago11k_0.001 - [INFO] - [E:267| 300]: Train Loss:0.001123, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:09:07,096 - yago11k_0.001 - [INFO] - [E:267| 400]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:10:09,785 - yago11k_0.001 - [INFO] - [E:267| 500]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:11:12,050 - yago11k_0.001 - [INFO] - [E:267| 600]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:11:12,050 - yago11k_0.001 - [INFO] - [Epoch:267]: Training Loss:0.001124
2023-06-19 14:11:12,264 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 14:11:24,241 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 14:11:36,060 - yago11k_0.001 - [INFO] - [Evaluating Epoch 267 valid]:
MRR: Tail : 0.40667, Head : 0.23054, Avg : 0.31861
2023-06-19 14:11:36,060 - yago11k_0.001 - [INFO] - [Epoch 267]: Training Loss: 0.0011236, Valid MRR: 0.32657,
2023-06-19 14:11:36,696 - yago11k_0.001 - [INFO] - [E:268| 0]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:12:39,468 - yago11k_0.001 - [INFO] - [E:268| 100]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:13:42,243 - yago11k_0.001 - [INFO] - [E:268| 200]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:14:45,017 - yago11k_0.001 - [INFO] - [E:268| 300]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:15:47,775 - yago11k_0.001 - [INFO] - [E:268| 400]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:16:50,560 - yago11k_0.001 - [INFO] - [E:268| 500]: Train Loss:0.0011227, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:17:52,928 - yago11k_0.001 - [INFO] - [E:268| 600]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:17:52,929 - yago11k_0.001 - [INFO] - [Epoch:268]: Training Loss:0.001123
2023-06-19 14:17:53,143 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 14:18:05,118 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 14:18:16,939 - yago11k_0.001 - [INFO] - [Evaluating Epoch 268 valid]:
MRR: Tail : 0.4123, Head : 0.2313, Avg : 0.3218
2023-06-19 14:18:16,939 - yago11k_0.001 - [INFO] - [Epoch 268]: Training Loss: 0.0011234, Valid MRR: 0.32657,
2023-06-19 14:18:17,576 - yago11k_0.001 - [INFO] - [E:269| 0]: Train Loss:0.0011045, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:19:20,347 - yago11k_0.001 - [INFO] - [E:269| 100]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:20:23,130 - yago11k_0.001 - [INFO] - [E:269| 200]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:21:25,889 - yago11k_0.001 - [INFO] - [E:269| 300]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:22:28,605 - yago11k_0.001 - [INFO] - [E:269| 400]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:23:31,314 - yago11k_0.001 - [INFO] - [E:269| 500]: Train Loss:0.001123, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:24:33,582 - yago11k_0.001 - [INFO] - [E:269| 600]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:24:33,582 - yago11k_0.001 - [INFO] - [Epoch:269]: Training Loss:0.001123
2023-06-19 14:24:33,796 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 14:24:45,774 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 14:24:57,591 - yago11k_0.001 - [INFO] - [Evaluating Epoch 269 valid]:
MRR: Tail : 0.41268, Head : 0.23201, Avg : 0.32234
MR: Tail : 1023.6, Head : 1250.9, Avg : 1137.3
Hit-1: Tail : 0.33079, Head : 0.192, Avg : 0.26139
Hit-3: Tail : 0.44971, Head : 0.23298, Avg : 0.34134
Hit-10: Tail : 0.57641, Head : 0.29994, Avg : 0.43818
2023-06-19 14:24:57,591 - yago11k_0.001 - [INFO] - [Epoch 269]: Training Loss: 0.0011232, Valid MRR: 0.32657,
2023-06-19 14:24:58,232 - yago11k_0.001 - [INFO] - [E:270| 0]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:26:00,941 - yago11k_0.001 - [INFO] - [E:270| 100]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:27:03,656 - yago11k_0.001 - [INFO] - [E:270| 200]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:28:06,342 - yago11k_0.001 - [INFO] - [E:270| 300]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:29:09,036 - yago11k_0.001 - [INFO] - [E:270| 400]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:30:11,738 - yago11k_0.001 - [INFO] - [E:270| 500]: Train Loss:0.001123, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:31:14,015 - yago11k_0.001 - [INFO] - [E:270| 600]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:31:14,015 - yago11k_0.001 - [INFO] - [Epoch:270]: Training Loss:0.001123
2023-06-19 14:31:14,229 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 14:31:26,206 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 14:31:38,012 - yago11k_0.001 - [INFO] - [Evaluating Epoch 270 valid]:
MRR: Tail : 0.41459, Head : 0.23375, Avg : 0.32417
2023-06-19 14:31:38,012 - yago11k_0.001 - [INFO] - [Epoch 270]: Training Loss: 0.0011229, Valid MRR: 0.32657,
2023-06-19 14:31:38,650 - yago11k_0.001 - [INFO] - [E:271| 0]: Train Loss:0.00112, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:32:41,343 - yago11k_0.001 - [INFO] - [E:271| 100]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:33:44,007 - yago11k_0.001 - [INFO] - [E:271| 200]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:34:46,691 - yago11k_0.001 - [INFO] - [E:271| 300]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:35:49,379 - yago11k_0.001 - [INFO] - [E:271| 400]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:36:52,093 - yago11k_0.001 - [INFO] - [E:271| 500]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:37:54,370 - yago11k_0.001 - [INFO] - [E:271| 600]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:37:54,370 - yago11k_0.001 - [INFO] - [Epoch:271]: Training Loss:0.001123
2023-06-19 14:37:54,583 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 14:38:06,554 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 14:38:18,361 - yago11k_0.001 - [INFO] - [Evaluating Epoch 271 valid]:
MRR: Tail : 0.41233, Head : 0.23438, Avg : 0.32336
2023-06-19 14:38:18,361 - yago11k_0.001 - [INFO] - [Epoch 271]: Training Loss: 0.0011226, Valid MRR: 0.32657,
2023-06-19 14:38:18,994 - yago11k_0.001 - [INFO] - [E:272| 0]: Train Loss:0.0011426, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:39:21,701 - yago11k_0.001 - [INFO] - [E:272| 100]: Train Loss:0.0011218, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:40:24,402 - yago11k_0.001 - [INFO] - [E:272| 200]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:41:27,073 - yago11k_0.001 - [INFO] - [E:272| 300]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:42:29,754 - yago11k_0.001 - [INFO] - [E:272| 400]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:43:32,440 - yago11k_0.001 - [INFO] - [E:272| 500]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:44:34,715 - yago11k_0.001 - [INFO] - [E:272| 600]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:44:34,716 - yago11k_0.001 - [INFO] - [Epoch:272]: Training Loss:0.001122
2023-06-19 14:44:34,931 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 14:44:46,892 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 14:44:58,696 - yago11k_0.001 - [INFO] - [Evaluating Epoch 272 valid]:
MRR: Tail : 0.40959, Head : 0.23674, Avg : 0.32316
2023-06-19 14:44:58,696 - yago11k_0.001 - [INFO] - [Epoch 272]: Training Loss: 0.0011223, Valid MRR: 0.32657,
2023-06-19 14:44:59,327 - yago11k_0.001 - [INFO] - [E:273| 0]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:46:02,018 - yago11k_0.001 - [INFO] - [E:273| 100]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:47:04,720 - yago11k_0.001 - [INFO] - [E:273| 200]: Train Loss:0.001121, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:48:07,419 - yago11k_0.001 - [INFO] - [E:273| 300]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:49:10,095 - yago11k_0.001 - [INFO] - [E:273| 400]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:50:12,809 - yago11k_0.001 - [INFO] - [E:273| 500]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:51:15,069 - yago11k_0.001 - [INFO] - [E:273| 600]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:51:15,069 - yago11k_0.001 - [INFO] - [Epoch:273]: Training Loss:0.001123
2023-06-19 14:51:15,283 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 14:51:27,247 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 14:51:39,048 - yago11k_0.001 - [INFO] - [Evaluating Epoch 273 valid]:
MRR: Tail : 0.41047, Head : 0.23477, Avg : 0.32262
2023-06-19 14:51:39,048 - yago11k_0.001 - [INFO] - [Epoch 273]: Training Loss: 0.0011225, Valid MRR: 0.32657,
2023-06-19 14:51:39,681 - yago11k_0.001 - [INFO] - [E:274| 0]: Train Loss:0.0011824, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:52:42,359 - yago11k_0.001 - [INFO] - [E:274| 100]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:53:45,053 - yago11k_0.001 - [INFO] - [E:274| 200]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:54:47,742 - yago11k_0.001 - [INFO] - [E:274| 300]: Train Loss:0.0011227, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:55:50,448 - yago11k_0.001 - [INFO] - [E:274| 400]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:56:53,120 - yago11k_0.001 - [INFO] - [E:274| 500]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:57:55,377 - yago11k_0.001 - [INFO] - [E:274| 600]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:57:55,377 - yago11k_0.001 - [INFO] - [Epoch:274]: Training Loss:0.001123
2023-06-19 14:57:55,591 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 14:58:07,561 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 14:58:19,365 - yago11k_0.001 - [INFO] - [Evaluating Epoch 274 valid]:
MRR: Tail : 0.40982, Head : 0.23079, Avg : 0.32031
2023-06-19 14:58:19,365 - yago11k_0.001 - [INFO] - [Epoch 274]: Training Loss: 0.0011225, Valid MRR: 0.32657,
2023-06-19 14:58:19,998 - yago11k_0.001 - [INFO] - [E:275| 0]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001
2023-06-19 14:59:22,690 - yago11k_0.001 - [INFO] - [E:275| 100]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:00:25,388 - yago11k_0.001 - [INFO] - [E:275| 200]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:01:28,064 - yago11k_0.001 - [INFO] - [E:275| 300]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:02:30,747 - yago11k_0.001 - [INFO] - [E:275| 400]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:03:33,445 - yago11k_0.001 - [INFO] - [E:275| 500]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:04:35,718 - yago11k_0.001 - [INFO] - [E:275| 600]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:04:35,718 - yago11k_0.001 - [INFO] - [Epoch:275]: Training Loss:0.001122
2023-06-19 15:04:35,931 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 15:04:47,901 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 15:04:59,707 - yago11k_0.001 - [INFO] - [Evaluating Epoch 275 valid]:
MRR: Tail : 0.40812, Head : 0.23301, Avg : 0.32057
2023-06-19 15:04:59,707 - yago11k_0.001 - [INFO] - [Epoch 275]: Training Loss: 0.0011223, Valid MRR: 0.32657,
2023-06-19 15:05:00,340 - yago11k_0.001 - [INFO] - [E:276| 0]: Train Loss:0.00111, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:06:03,031 - yago11k_0.001 - [INFO] - [E:276| 100]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:07:05,716 - yago11k_0.001 - [INFO] - [E:276| 200]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:08:08,429 - yago11k_0.001 - [INFO] - [E:276| 300]: Train Loss:0.0011218, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:09:11,136 - yago11k_0.001 - [INFO] - [E:276| 400]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:10:13,846 - yago11k_0.001 - [INFO] - [E:276| 500]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:11:16,119 - yago11k_0.001 - [INFO] - [E:276| 600]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:11:16,119 - yago11k_0.001 - [INFO] - [Epoch:276]: Training Loss:0.001122
2023-06-19 15:11:16,332 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 15:11:28,293 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 15:11:40,101 - yago11k_0.001 - [INFO] - [Evaluating Epoch 276 valid]:
MRR: Tail : 0.40797, Head : 0.23482, Avg : 0.32139
2023-06-19 15:11:40,101 - yago11k_0.001 - [INFO] - [Epoch 276]: Training Loss: 0.0011222, Valid MRR: 0.32657,
2023-06-19 15:11:40,733 - yago11k_0.001 - [INFO] - [E:277| 0]: Train Loss:0.0011055, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:12:43,415 - yago11k_0.001 - [INFO] - [E:277| 100]: Train Loss:0.0011242, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:13:46,105 - yago11k_0.001 - [INFO] - [E:277| 200]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:14:48,811 - yago11k_0.001 - [INFO] - [E:277| 300]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:15:51,517 - yago11k_0.001 - [INFO] - [E:277| 400]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:16:54,216 - yago11k_0.001 - [INFO] - [E:277| 500]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:17:56,485 - yago11k_0.001 - [INFO] - [E:277| 600]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:17:56,485 - yago11k_0.001 - [INFO] - [Epoch:277]: Training Loss:0.001122
2023-06-19 15:17:56,699 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 15:18:08,665 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 15:18:20,472 - yago11k_0.001 - [INFO] - [Evaluating Epoch 277 valid]:
MRR: Tail : 0.41127, Head : 0.23458, Avg : 0.32293
2023-06-19 15:18:20,472 - yago11k_0.001 - [INFO] - [Epoch 277]: Training Loss: 0.0011221, Valid MRR: 0.32657,
2023-06-19 15:18:21,104 - yago11k_0.001 - [INFO] - [E:278| 0]: Train Loss:0.001127, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:19:23,809 - yago11k_0.001 - [INFO] - [E:278| 100]: Train Loss:0.00112, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:20:26,518 - yago11k_0.001 - [INFO] - [E:278| 200]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:21:29,230 - yago11k_0.001 - [INFO] - [E:278| 300]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:22:31,957 - yago11k_0.001 - [INFO] - [E:278| 400]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:23:34,787 - yago11k_0.001 - [INFO] - [E:278| 500]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:24:37,228 - yago11k_0.001 - [INFO] - [E:278| 600]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:24:37,229 - yago11k_0.001 - [INFO] - [Epoch:278]: Training Loss:0.001122
2023-06-19 15:24:37,443 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 15:24:49,432 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 15:25:01,251 - yago11k_0.001 - [INFO] - [Evaluating Epoch 278 valid]:
MRR: Tail : 0.41008, Head : 0.23056, Avg : 0.32032
2023-06-19 15:25:01,251 - yago11k_0.001 - [INFO] - [Epoch 278]: Training Loss: 0.0011222, Valid MRR: 0.32657,
2023-06-19 15:25:01,886 - yago11k_0.001 - [INFO] - [E:279| 0]: Train Loss:0.0011045, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:26:04,662 - yago11k_0.001 - [INFO] - [E:279| 100]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:27:07,420 - yago11k_0.001 - [INFO] - [E:279| 200]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:28:10,197 - yago11k_0.001 - [INFO] - [E:279| 300]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:29:13,008 - yago11k_0.001 - [INFO] - [E:279| 400]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:30:15,883 - yago11k_0.001 - [INFO] - [E:279| 500]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:31:18,393 - yago11k_0.001 - [INFO] - [E:279| 600]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:31:18,393 - yago11k_0.001 - [INFO] - [Epoch:279]: Training Loss:0.001122
2023-06-19 15:31:18,606 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 15:31:30,614 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 15:31:42,498 - yago11k_0.001 - [INFO] - [Evaluating Epoch 279 valid]:
MRR: Tail : 0.40473, Head : 0.23169, Avg : 0.31821
MR: Tail : 988.14, Head : 1252.2, Avg : 1120.2
Hit-1: Tail : 0.31939, Head : 0.19172, Avg : 0.25556
Hit-3: Tail : 0.4486, Head : 0.22881, Avg : 0.33871
Hit-10: Tail : 0.57516, Head : 0.3055, Avg : 0.44033
2023-06-19 15:31:42,499 - yago11k_0.001 - [INFO] - [Epoch 279]: Training Loss: 0.001122, Valid MRR: 0.32657,
2023-06-19 15:31:43,136 - yago11k_0.001 - [INFO] - [E:280| 0]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:32:46,102 - yago11k_0.001 - [INFO] - [E:280| 100]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:33:49,059 - yago11k_0.001 - [INFO] - [E:280| 200]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:34:52,031 - yago11k_0.001 - [INFO] - [E:280| 300]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:35:54,996 - yago11k_0.001 - [INFO] - [E:280| 400]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:36:57,973 - yago11k_0.001 - [INFO] - [E:280| 500]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:38:00,524 - yago11k_0.001 - [INFO] - [E:280| 600]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:38:00,525 - yago11k_0.001 - [INFO] - [Epoch:280]: Training Loss:0.001122
2023-06-19 15:38:00,739 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 15:38:12,758 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 15:38:24,611 - yago11k_0.001 - [INFO] - [Evaluating Epoch 280 valid]:
MRR: Tail : 0.41221, Head : 0.23205, Avg : 0.32213
2023-06-19 15:38:24,612 - yago11k_0.001 - [INFO] - [Epoch 280]: Training Loss: 0.0011222, Valid MRR: 0.32657,
2023-06-19 15:38:25,250 - yago11k_0.001 - [INFO] - [E:281| 0]: Train Loss:0.0011288, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:39:28,239 - yago11k_0.001 - [INFO] - [E:281| 100]: Train Loss:0.00112, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:40:31,216 - yago11k_0.001 - [INFO] - [E:281| 200]: Train Loss:0.00112, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:41:34,194 - yago11k_0.001 - [INFO] - [E:281| 300]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:42:37,165 - yago11k_0.001 - [INFO] - [E:281| 400]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:43:40,146 - yago11k_0.001 - [INFO] - [E:281| 500]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:44:42,705 - yago11k_0.001 - [INFO] - [E:281| 600]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:44:42,705 - yago11k_0.001 - [INFO] - [Epoch:281]: Training Loss:0.001122
2023-06-19 15:44:42,920 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 15:44:54,940 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 15:45:06,794 - yago11k_0.001 - [INFO] - [Evaluating Epoch 281 valid]:
MRR: Tail : 0.41477, Head : 0.23237, Avg : 0.32357
2023-06-19 15:45:06,794 - yago11k_0.001 - [INFO] - [Epoch 281]: Training Loss: 0.001122, Valid MRR: 0.32657,
2023-06-19 15:45:07,432 - yago11k_0.001 - [INFO] - [E:282| 0]: Train Loss:0.0011604, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:46:10,414 - yago11k_0.001 - [INFO] - [E:282| 100]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:47:13,401 - yago11k_0.001 - [INFO] - [E:282| 200]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:48:16,364 - yago11k_0.001 - [INFO] - [E:282| 300]: Train Loss:0.001121, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:49:19,355 - yago11k_0.001 - [INFO] - [E:282| 400]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:50:22,322 - yago11k_0.001 - [INFO] - [E:282| 500]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:51:24,875 - yago11k_0.001 - [INFO] - [E:282| 600]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:51:24,875 - yago11k_0.001 - [INFO] - [Epoch:282]: Training Loss:0.001122
2023-06-19 15:51:25,090 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 15:51:37,105 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 15:51:48,963 - yago11k_0.001 - [INFO] - [Evaluating Epoch 282 valid]:
MRR: Tail : 0.4107, Head : 0.23049, Avg : 0.3206
2023-06-19 15:51:48,963 - yago11k_0.001 - [INFO] - [Epoch 282]: Training Loss: 0.0011221, Valid MRR: 0.32657,
2023-06-19 15:51:49,605 - yago11k_0.001 - [INFO] - [E:283| 0]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:52:52,578 - yago11k_0.001 - [INFO] - [E:283| 100]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:53:55,561 - yago11k_0.001 - [INFO] - [E:283| 200]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:54:58,528 - yago11k_0.001 - [INFO] - [E:283| 300]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:56:01,488 - yago11k_0.001 - [INFO] - [E:283| 400]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:57:04,459 - yago11k_0.001 - [INFO] - [E:283| 500]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:58:07,005 - yago11k_0.001 - [INFO] - [E:283| 600]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:58:07,005 - yago11k_0.001 - [INFO] - [Epoch:283]: Training Loss:0.001122
2023-06-19 15:58:07,220 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 15:58:19,236 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 15:58:31,089 - yago11k_0.001 - [INFO] - [Evaluating Epoch 283 valid]:
MRR: Tail : 0.41047, Head : 0.22878, Avg : 0.31963
2023-06-19 15:58:31,089 - yago11k_0.001 - [INFO] - [Epoch 283]: Training Loss: 0.0011221, Valid MRR: 0.32657,
2023-06-19 15:58:31,723 - yago11k_0.001 - [INFO] - [E:284| 0]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001
2023-06-19 15:59:34,702 - yago11k_0.001 - [INFO] - [E:284| 100]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:00:37,677 - yago11k_0.001 - [INFO] - [E:284| 200]: Train Loss:0.001121, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:01:40,671 - yago11k_0.001 - [INFO] - [E:284| 300]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:02:43,645 - yago11k_0.001 - [INFO] - [E:284| 400]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:03:46,618 - yago11k_0.001 - [INFO] - [E:284| 500]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:04:49,174 - yago11k_0.001 - [INFO] - [E:284| 600]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:04:49,174 - yago11k_0.001 - [INFO] - [Epoch:284]: Training Loss:0.001122
2023-06-19 16:04:49,389 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 16:05:01,408 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 16:05:13,262 - yago11k_0.001 - [INFO] - [Evaluating Epoch 284 valid]:
MRR: Tail : 0.4122, Head : 0.23042, Avg : 0.32131
2023-06-19 16:05:13,262 - yago11k_0.001 - [INFO] - [Epoch 284]: Training Loss: 0.0011217, Valid MRR: 0.32657,
2023-06-19 16:05:13,898 - yago11k_0.001 - [INFO] - [E:285| 0]: Train Loss:0.0011292, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:06:16,880 - yago11k_0.001 - [INFO] - [E:285| 100]: Train Loss:0.0011268, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:07:19,868 - yago11k_0.001 - [INFO] - [E:285| 200]: Train Loss:0.0011245, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:08:22,842 - yago11k_0.001 - [INFO] - [E:285| 300]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:09:25,831 - yago11k_0.001 - [INFO] - [E:285| 400]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:10:28,803 - yago11k_0.001 - [INFO] - [E:285| 500]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:11:31,357 - yago11k_0.001 - [INFO] - [E:285| 600]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:11:31,357 - yago11k_0.001 - [INFO] - [Epoch:285]: Training Loss:0.001122
2023-06-19 16:11:31,571 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 16:11:43,589 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 16:11:55,445 - yago11k_0.001 - [INFO] - [Evaluating Epoch 285 valid]:
MRR: Tail : 0.40788, Head : 0.23228, Avg : 0.32008
2023-06-19 16:11:55,445 - yago11k_0.001 - [INFO] - [Epoch 285]: Training Loss: 0.001122, Valid MRR: 0.32657,
2023-06-19 16:11:56,079 - yago11k_0.001 - [INFO] - [E:286| 0]: Train Loss:0.0011468, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:12:59,056 - yago11k_0.001 - [INFO] - [E:286| 100]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:14:02,041 - yago11k_0.001 - [INFO] - [E:286| 200]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:15:05,021 - yago11k_0.001 - [INFO] - [E:286| 300]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:16:08,007 - yago11k_0.001 - [INFO] - [E:286| 400]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:17:10,998 - yago11k_0.001 - [INFO] - [E:286| 500]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:18:13,562 - yago11k_0.001 - [INFO] - [E:286| 600]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:18:13,563 - yago11k_0.001 - [INFO] - [Epoch:286]: Training Loss:0.001122
2023-06-19 16:18:13,777 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 16:18:25,795 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 16:18:37,652 - yago11k_0.001 - [INFO] - [Evaluating Epoch 286 valid]:
MRR: Tail : 0.40835, Head : 0.22968, Avg : 0.31902
2023-06-19 16:18:37,652 - yago11k_0.001 - [INFO] - [Epoch 286]: Training Loss: 0.0011215, Valid MRR: 0.32657,
2023-06-19 16:18:38,291 - yago11k_0.001 - [INFO] - [E:287| 0]: Train Loss:0.0011463, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:19:41,262 - yago11k_0.001 - [INFO] - [E:287| 100]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:20:44,238 - yago11k_0.001 - [INFO] - [E:287| 200]: Train Loss:0.001121, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:21:47,206 - yago11k_0.001 - [INFO] - [E:287| 300]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:22:50,178 - yago11k_0.001 - [INFO] - [E:287| 400]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:23:53,143 - yago11k_0.001 - [INFO] - [E:287| 500]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:24:55,698 - yago11k_0.001 - [INFO] - [E:287| 600]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:24:55,698 - yago11k_0.001 - [INFO] - [Epoch:287]: Training Loss:0.001122
2023-06-19 16:24:55,912 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 16:25:07,930 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 16:25:19,783 - yago11k_0.001 - [INFO] - [Evaluating Epoch 287 valid]:
MRR: Tail : 0.41037, Head : 0.22984, Avg : 0.3201
2023-06-19 16:25:19,784 - yago11k_0.001 - [INFO] - [Epoch 287]: Training Loss: 0.0011222, Valid MRR: 0.32657,
2023-06-19 16:25:20,422 - yago11k_0.001 - [INFO] - [E:288| 0]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:26:23,416 - yago11k_0.001 - [INFO] - [E:288| 100]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:27:26,383 - yago11k_0.001 - [INFO] - [E:288| 200]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:28:29,376 - yago11k_0.001 - [INFO] - [E:288| 300]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:29:32,347 - yago11k_0.001 - [INFO] - [E:288| 400]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:30:35,324 - yago11k_0.001 - [INFO] - [E:288| 500]: Train Loss:0.0011218, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:31:37,881 - yago11k_0.001 - [INFO] - [E:288| 600]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:31:37,881 - yago11k_0.001 - [INFO] - [Epoch:288]: Training Loss:0.001121
2023-06-19 16:31:38,095 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 16:31:50,120 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 16:32:01,978 - yago11k_0.001 - [INFO] - [Evaluating Epoch 288 valid]:
MRR: Tail : 0.41334, Head : 0.23308, Avg : 0.32321
2023-06-19 16:32:01,978 - yago11k_0.001 - [INFO] - [Epoch 288]: Training Loss: 0.0011215, Valid MRR: 0.32657,
2023-06-19 16:32:02,614 - yago11k_0.001 - [INFO] - [E:289| 0]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:33:05,593 - yago11k_0.001 - [INFO] - [E:289| 100]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:34:08,576 - yago11k_0.001 - [INFO] - [E:289| 200]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:35:11,554 - yago11k_0.001 - [INFO] - [E:289| 300]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:36:14,532 - yago11k_0.001 - [INFO] - [E:289| 400]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:37:17,508 - yago11k_0.001 - [INFO] - [E:289| 500]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:38:20,054 - yago11k_0.001 - [INFO] - [E:289| 600]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:38:20,054 - yago11k_0.001 - [INFO] - [Epoch:289]: Training Loss:0.001121
2023-06-19 16:38:20,268 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 16:38:32,286 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 16:38:44,144 - yago11k_0.001 - [INFO] - [Evaluating Epoch 289 valid]:
MRR: Tail : 0.41045, Head : 0.23186, Avg : 0.32115
MR: Tail : 964.7, Head : 1249.5, Avg : 1107.1
Hit-1: Tail : 0.32856, Head : 0.19186, Avg : 0.26021
Hit-3: Tail : 0.44721, Head : 0.23034, Avg : 0.33877
Hit-10: Tail : 0.5771, Head : 0.30689, Avg : 0.442
2023-06-19 16:38:44,144 - yago11k_0.001 - [INFO] - [Epoch 289]: Training Loss: 0.0011215, Valid MRR: 0.32657,
2023-06-19 16:38:44,779 - yago11k_0.001 - [INFO] - [E:290| 0]: Train Loss:0.001109, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:39:47,766 - yago11k_0.001 - [INFO] - [E:290| 100]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:40:50,755 - yago11k_0.001 - [INFO] - [E:290| 200]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:41:53,729 - yago11k_0.001 - [INFO] - [E:290| 300]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:42:56,698 - yago11k_0.001 - [INFO] - [E:290| 400]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:43:59,677 - yago11k_0.001 - [INFO] - [E:290| 500]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:45:02,210 - yago11k_0.001 - [INFO] - [E:290| 600]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:45:02,210 - yago11k_0.001 - [INFO] - [Epoch:290]: Training Loss:0.001121
2023-06-19 16:45:02,426 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 16:45:14,450 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 16:45:26,305 - yago11k_0.001 - [INFO] - [Evaluating Epoch 290 valid]:
MRR: Tail : 0.40999, Head : 0.23196, Avg : 0.32098
2023-06-19 16:45:26,305 - yago11k_0.001 - [INFO] - [Epoch 290]: Training Loss: 0.0011214, Valid MRR: 0.32657,
2023-06-19 16:45:26,940 - yago11k_0.001 - [INFO] - [E:291| 0]: Train Loss:0.0011315, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:46:29,918 - yago11k_0.001 - [INFO] - [E:291| 100]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:47:32,894 - yago11k_0.001 - [INFO] - [E:291| 200]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:48:35,866 - yago11k_0.001 - [INFO] - [E:291| 300]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:49:38,843 - yago11k_0.001 - [INFO] - [E:291| 400]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:50:41,830 - yago11k_0.001 - [INFO] - [E:291| 500]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:51:44,398 - yago11k_0.001 - [INFO] - [E:291| 600]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:51:44,398 - yago11k_0.001 - [INFO] - [Epoch:291]: Training Loss:0.001121
2023-06-19 16:51:44,613 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 16:51:56,629 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 16:52:08,488 - yago11k_0.001 - [INFO] - [Evaluating Epoch 291 valid]:
MRR: Tail : 0.41437, Head : 0.22817, Avg : 0.32127
2023-06-19 16:52:08,488 - yago11k_0.001 - [INFO] - [Epoch 291]: Training Loss: 0.0011214, Valid MRR: 0.32657,
2023-06-19 16:52:09,125 - yago11k_0.001 - [INFO] - [E:292| 0]: Train Loss:0.0011269, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:53:12,118 - yago11k_0.001 - [INFO] - [E:292| 100]: Train Loss:0.001121, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:54:15,092 - yago11k_0.001 - [INFO] - [E:292| 200]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:55:18,076 - yago11k_0.001 - [INFO] - [E:292| 300]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:56:21,050 - yago11k_0.001 - [INFO] - [E:292| 400]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:57:24,041 - yago11k_0.001 - [INFO] - [E:292| 500]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:58:26,607 - yago11k_0.001 - [INFO] - [E:292| 600]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:58:26,607 - yago11k_0.001 - [INFO] - [Epoch:292]: Training Loss:0.001121
2023-06-19 16:58:26,821 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 16:58:38,839 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 16:58:50,694 - yago11k_0.001 - [INFO] - [Evaluating Epoch 292 valid]:
MRR: Tail : 0.41026, Head : 0.23007, Avg : 0.32017
2023-06-19 16:58:50,694 - yago11k_0.001 - [INFO] - [Epoch 292]: Training Loss: 0.0011208, Valid MRR: 0.32657,
2023-06-19 16:58:51,332 - yago11k_0.001 - [INFO] - [E:293| 0]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_0.001
2023-06-19 16:59:54,324 - yago11k_0.001 - [INFO] - [E:293| 100]: Train Loss:0.001122, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:00:57,302 - yago11k_0.001 - [INFO] - [E:293| 200]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:02:00,279 - yago11k_0.001 - [INFO] - [E:293| 300]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:03:03,253 - yago11k_0.001 - [INFO] - [E:293| 400]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:04:06,232 - yago11k_0.001 - [INFO] - [E:293| 500]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:05:08,787 - yago11k_0.001 - [INFO] - [E:293| 600]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:05:08,787 - yago11k_0.001 - [INFO] - [Epoch:293]: Training Loss:0.001121
2023-06-19 17:05:09,003 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 17:05:21,023 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 17:05:32,878 - yago11k_0.001 - [INFO] - [Evaluating Epoch 293 valid]:
MRR: Tail : 0.41169, Head : 0.23066, Avg : 0.32117
2023-06-19 17:05:32,878 - yago11k_0.001 - [INFO] - [Epoch 293]: Training Loss: 0.0011212, Valid MRR: 0.32657,
2023-06-19 17:05:33,513 - yago11k_0.001 - [INFO] - [E:294| 0]: Train Loss:0.0011243, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:06:36,486 - yago11k_0.001 - [INFO] - [E:294| 100]: Train Loss:0.001123, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:07:39,472 - yago11k_0.001 - [INFO] - [E:294| 200]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:08:42,444 - yago11k_0.001 - [INFO] - [E:294| 300]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:09:45,408 - yago11k_0.001 - [INFO] - [E:294| 400]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:10:48,390 - yago11k_0.001 - [INFO] - [E:294| 500]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:11:50,935 - yago11k_0.001 - [INFO] - [E:294| 600]: Train Loss:0.001121, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:11:50,936 - yago11k_0.001 - [INFO] - [Epoch:294]: Training Loss:0.001121
2023-06-19 17:11:51,150 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 17:12:03,166 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 17:12:15,026 - yago11k_0.001 - [INFO] - [Evaluating Epoch 294 valid]:
MRR: Tail : 0.41009, Head : 0.23128, Avg : 0.32068
2023-06-19 17:12:15,026 - yago11k_0.001 - [INFO] - [Epoch 294]: Training Loss: 0.001121, Valid MRR: 0.32657,
2023-06-19 17:12:15,663 - yago11k_0.001 - [INFO] - [E:295| 0]: Train Loss:0.0011038, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:13:18,652 - yago11k_0.001 - [INFO] - [E:295| 100]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:14:21,637 - yago11k_0.001 - [INFO] - [E:295| 200]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:15:24,630 - yago11k_0.001 - [INFO] - [E:295| 300]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:16:27,600 - yago11k_0.001 - [INFO] - [E:295| 400]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:17:30,597 - yago11k_0.001 - [INFO] - [E:295| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:18:33,140 - yago11k_0.001 - [INFO] - [E:295| 600]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:18:33,140 - yago11k_0.001 - [INFO] - [Epoch:295]: Training Loss:0.001121
2023-06-19 17:18:33,354 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 17:18:45,373 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 17:18:57,226 - yago11k_0.001 - [INFO] - [Evaluating Epoch 295 valid]:
MRR: Tail : 0.41186, Head : 0.23214, Avg : 0.322
2023-06-19 17:18:57,226 - yago11k_0.001 - [INFO] - [Epoch 295]: Training Loss: 0.0011211, Valid MRR: 0.32657,
2023-06-19 17:18:57,861 - yago11k_0.001 - [INFO] - [E:296| 0]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:20:00,825 - yago11k_0.001 - [INFO] - [E:296| 100]: Train Loss:0.00112, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:21:03,788 - yago11k_0.001 - [INFO] - [E:296| 200]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:22:06,716 - yago11k_0.001 - [INFO] - [E:296| 300]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:23:09,547 - yago11k_0.001 - [INFO] - [E:296| 400]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:24:12,349 - yago11k_0.001 - [INFO] - [E:296| 500]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:25:14,734 - yago11k_0.001 - [INFO] - [E:296| 600]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:25:14,735 - yago11k_0.001 - [INFO] - [Epoch:296]: Training Loss:0.001121
2023-06-19 17:25:14,948 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 17:25:26,929 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 17:25:38,749 - yago11k_0.001 - [INFO] - [Evaluating Epoch 296 valid]:
MRR: Tail : 0.40975, Head : 0.23132, Avg : 0.32054
2023-06-19 17:25:38,749 - yago11k_0.001 - [INFO] - [Epoch 296]: Training Loss: 0.0011212, Valid MRR: 0.32657,
2023-06-19 17:25:39,382 - yago11k_0.001 - [INFO] - [E:297| 0]: Train Loss:0.001125, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:26:42,335 - yago11k_0.001 - [INFO] - [E:297| 100]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:27:45,292 - yago11k_0.001 - [INFO] - [E:297| 200]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:28:48,214 - yago11k_0.001 - [INFO] - [E:297| 300]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:29:51,143 - yago11k_0.001 - [INFO] - [E:297| 400]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:30:54,039 - yago11k_0.001 - [INFO] - [E:297| 500]: Train Loss:0.001121, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:31:56,517 - yago11k_0.001 - [INFO] - [E:297| 600]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:31:56,517 - yago11k_0.001 - [INFO] - [Epoch:297]: Training Loss:0.001121
2023-06-19 17:31:56,732 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 17:32:08,724 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 17:32:20,565 - yago11k_0.001 - [INFO] - [Evaluating Epoch 297 valid]:
MRR: Tail : 0.40755, Head : 0.23059, Avg : 0.31907
2023-06-19 17:32:20,565 - yago11k_0.001 - [INFO] - [Epoch 297]: Training Loss: 0.0011209, Valid MRR: 0.32657,
2023-06-19 17:32:21,199 - yago11k_0.001 - [INFO] - [E:298| 0]: Train Loss:0.0010964, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:33:23,973 - yago11k_0.001 - [INFO] - [E:298| 100]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:34:26,691 - yago11k_0.001 - [INFO] - [E:298| 200]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:35:29,421 - yago11k_0.001 - [INFO] - [E:298| 300]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:36:32,331 - yago11k_0.001 - [INFO] - [E:298| 400]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:37:35,204 - yago11k_0.001 - [INFO] - [E:298| 500]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:38:37,661 - yago11k_0.001 - [INFO] - [E:298| 600]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:38:37,661 - yago11k_0.001 - [INFO] - [Epoch:298]: Training Loss:0.001121
2023-06-19 17:38:37,875 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 17:38:49,880 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 17:39:01,708 - yago11k_0.001 - [INFO] - [Evaluating Epoch 298 valid]:
MRR: Tail : 0.41012, Head : 0.2306, Avg : 0.32036
2023-06-19 17:39:01,708 - yago11k_0.001 - [INFO] - [Epoch 298]: Training Loss: 0.0011207, Valid MRR: 0.32657,
2023-06-19 17:39:02,345 - yago11k_0.001 - [INFO] - [E:299| 0]: Train Loss:0.0011016, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:40:05,221 - yago11k_0.001 - [INFO] - [E:299| 100]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:41:08,119 - yago11k_0.001 - [INFO] - [E:299| 200]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:42:11,008 - yago11k_0.001 - [INFO] - [E:299| 300]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:43:13,881 - yago11k_0.001 - [INFO] - [E:299| 400]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:44:16,779 - yago11k_0.001 - [INFO] - [E:299| 500]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:45:19,283 - yago11k_0.001 - [INFO] - [E:299| 600]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:45:19,284 - yago11k_0.001 - [INFO] - [Epoch:299]: Training Loss:0.001121
2023-06-19 17:45:19,498 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 17:45:31,496 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 17:45:43,323 - yago11k_0.001 - [INFO] - [Evaluating Epoch 299 valid]:
MRR: Tail : 0.40851, Head : 0.23469, Avg : 0.3216
MR: Tail : 933.69, Head : 1234.8, Avg : 1084.3
Hit-1: Tail : 0.32301, Head : 0.19505, Avg : 0.25903
Hit-3: Tail : 0.45054, Head : 0.23145, Avg : 0.341
Hit-10: Tail : 0.57794, Head : 0.31495, Avg : 0.44644
2023-06-19 17:45:43,323 - yago11k_0.001 - [INFO] - [Epoch 299]: Training Loss: 0.0011208, Valid MRR: 0.32657,
2023-06-19 17:45:43,958 - yago11k_0.001 - [INFO] - [E:300| 0]: Train Loss:0.001127, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:46:46,824 - yago11k_0.001 - [INFO] - [E:300| 100]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:47:49,716 - yago11k_0.001 - [INFO] - [E:300| 200]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:48:52,615 - yago11k_0.001 - [INFO] - [E:300| 300]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:49:55,519 - yago11k_0.001 - [INFO] - [E:300| 400]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:50:58,402 - yago11k_0.001 - [INFO] - [E:300| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:52:00,891 - yago11k_0.001 - [INFO] - [E:300| 600]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:52:00,891 - yago11k_0.001 - [INFO] - [Epoch:300]: Training Loss:0.00112
2023-06-19 17:52:01,107 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 17:52:13,098 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 17:52:24,934 - yago11k_0.001 - [INFO] - [Evaluating Epoch 300 valid]:
MRR: Tail : 0.41153, Head : 0.22935, Avg : 0.32044
2023-06-19 17:52:24,934 - yago11k_0.001 - [INFO] - [Epoch 300]: Training Loss: 0.0011203, Valid MRR: 0.32657,
2023-06-19 17:52:25,569 - yago11k_0.001 - [INFO] - [E:301| 0]: Train Loss:0.0010975, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:53:28,470 - yago11k_0.001 - [INFO] - [E:301| 100]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:54:31,383 - yago11k_0.001 - [INFO] - [E:301| 200]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:55:34,355 - yago11k_0.001 - [INFO] - [E:301| 300]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:56:37,363 - yago11k_0.001 - [INFO] - [E:301| 400]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:57:40,426 - yago11k_0.001 - [INFO] - [E:301| 500]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:58:43,131 - yago11k_0.001 - [INFO] - [E:301| 600]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_0.001
2023-06-19 17:58:43,131 - yago11k_0.001 - [INFO] - [Epoch:301]: Training Loss:0.001121
2023-06-19 17:58:43,345 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 17:58:55,388 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 17:59:07,271 - yago11k_0.001 - [INFO] - [Evaluating Epoch 301 valid]:
MRR: Tail : 0.41001, Head : 0.23019, Avg : 0.3201
2023-06-19 17:59:07,271 - yago11k_0.001 - [INFO] - [Epoch 301]: Training Loss: 0.0011206, Valid MRR: 0.32657,
2023-06-19 17:59:07,909 - yago11k_0.001 - [INFO] - [E:302| 0]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:00:11,078 - yago11k_0.001 - [INFO] - [E:302| 100]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:01:14,274 - yago11k_0.001 - [INFO] - [E:302| 200]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:02:17,422 - yago11k_0.001 - [INFO] - [E:302| 300]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:03:20,546 - yago11k_0.001 - [INFO] - [E:302| 400]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:04:23,659 - yago11k_0.001 - [INFO] - [E:302| 500]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:05:26,339 - yago11k_0.001 - [INFO] - [E:302| 600]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:05:26,340 - yago11k_0.001 - [INFO] - [Epoch:302]: Training Loss:0.001121
2023-06-19 18:05:26,553 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 18:05:38,586 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 18:05:50,462 - yago11k_0.001 - [INFO] - [Evaluating Epoch 302 valid]:
MRR: Tail : 0.41397, Head : 0.23114, Avg : 0.32255
2023-06-19 18:05:50,462 - yago11k_0.001 - [INFO] - [Epoch 302]: Training Loss: 0.0011205, Valid MRR: 0.32657,
2023-06-19 18:05:51,101 - yago11k_0.001 - [INFO] - [E:303| 0]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:06:54,196 - yago11k_0.001 - [INFO] - [E:303| 100]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:07:57,324 - yago11k_0.001 - [INFO] - [E:303| 200]: Train Loss:0.00112, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:09:00,485 - yago11k_0.001 - [INFO] - [E:303| 300]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:10:03,665 - yago11k_0.001 - [INFO] - [E:303| 400]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:11:06,849 - yago11k_0.001 - [INFO] - [E:303| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:12:09,633 - yago11k_0.001 - [INFO] - [E:303| 600]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:12:09,633 - yago11k_0.001 - [INFO] - [Epoch:303]: Training Loss:0.00112
2023-06-19 18:12:09,849 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 18:12:21,911 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 18:12:33,799 - yago11k_0.001 - [INFO] - [Evaluating Epoch 303 valid]:
MRR: Tail : 0.41459, Head : 0.22965, Avg : 0.32212
2023-06-19 18:12:33,799 - yago11k_0.001 - [INFO] - [Epoch 303]: Training Loss: 0.0011205, Valid MRR: 0.32657,
2023-06-19 18:12:34,436 - yago11k_0.001 - [INFO] - [E:304| 0]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:13:37,662 - yago11k_0.001 - [INFO] - [E:304| 100]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:14:40,924 - yago11k_0.001 - [INFO] - [E:304| 200]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:15:44,173 - yago11k_0.001 - [INFO] - [E:304| 300]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:16:47,441 - yago11k_0.001 - [INFO] - [E:304| 400]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:17:50,722 - yago11k_0.001 - [INFO] - [E:304| 500]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:18:53,569 - yago11k_0.001 - [INFO] - [E:304| 600]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:18:53,570 - yago11k_0.001 - [INFO] - [Epoch:304]: Training Loss:0.00112
2023-06-19 18:18:53,784 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 18:19:05,846 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 18:19:17,747 - yago11k_0.001 - [INFO] - [Evaluating Epoch 304 valid]:
MRR: Tail : 0.40653, Head : 0.2299, Avg : 0.31822
2023-06-19 18:19:17,747 - yago11k_0.001 - [INFO] - [Epoch 304]: Training Loss: 0.0011201, Valid MRR: 0.32657,
2023-06-19 18:19:18,383 - yago11k_0.001 - [INFO] - [E:305| 0]: Train Loss:0.0010934, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:20:21,680 - yago11k_0.001 - [INFO] - [E:305| 100]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:21:24,969 - yago11k_0.001 - [INFO] - [E:305| 200]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:22:28,259 - yago11k_0.001 - [INFO] - [E:305| 300]: Train Loss:0.00112, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:23:31,526 - yago11k_0.001 - [INFO] - [E:305| 400]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:24:34,801 - yago11k_0.001 - [INFO] - [E:305| 500]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:25:37,643 - yago11k_0.001 - [INFO] - [E:305| 600]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:25:37,643 - yago11k_0.001 - [INFO] - [Epoch:305]: Training Loss:0.00112
2023-06-19 18:25:37,857 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 18:25:49,919 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 18:26:01,818 - yago11k_0.001 - [INFO] - [Evaluating Epoch 305 valid]:
MRR: Tail : 0.40822, Head : 0.23061, Avg : 0.31942
2023-06-19 18:26:01,819 - yago11k_0.001 - [INFO] - [Epoch 305]: Training Loss: 0.0011205, Valid MRR: 0.32657,
2023-06-19 18:26:02,455 - yago11k_0.001 - [INFO] - [E:306| 0]: Train Loss:0.0011194, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:27:05,740 - yago11k_0.001 - [INFO] - [E:306| 100]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:28:09,022 - yago11k_0.001 - [INFO] - [E:306| 200]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:29:12,289 - yago11k_0.001 - [INFO] - [E:306| 300]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:30:15,547 - yago11k_0.001 - [INFO] - [E:306| 400]: Train Loss:0.00112, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:31:18,835 - yago11k_0.001 - [INFO] - [E:306| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:32:21,673 - yago11k_0.001 - [INFO] - [E:306| 600]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:32:21,673 - yago11k_0.001 - [INFO] - [Epoch:306]: Training Loss:0.00112
2023-06-19 18:32:21,888 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 18:32:33,941 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 18:32:45,830 - yago11k_0.001 - [INFO] - [Evaluating Epoch 306 valid]:
MRR: Tail : 0.40967, Head : 0.23197, Avg : 0.32082
2023-06-19 18:32:45,831 - yago11k_0.001 - [INFO] - [Epoch 306]: Training Loss: 0.0011203, Valid MRR: 0.32657,
2023-06-19 18:32:46,471 - yago11k_0.001 - [INFO] - [E:307| 0]: Train Loss:0.0011247, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:33:49,650 - yago11k_0.001 - [INFO] - [E:307| 100]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:34:52,780 - yago11k_0.001 - [INFO] - [E:307| 200]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:35:55,874 - yago11k_0.001 - [INFO] - [E:307| 300]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:36:58,972 - yago11k_0.001 - [INFO] - [E:307| 400]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:38:02,061 - yago11k_0.001 - [INFO] - [E:307| 500]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:39:04,699 - yago11k_0.001 - [INFO] - [E:307| 600]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:39:04,699 - yago11k_0.001 - [INFO] - [Epoch:307]: Training Loss:0.00112
2023-06-19 18:39:04,913 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 18:39:16,944 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 18:39:28,807 - yago11k_0.001 - [INFO] - [Evaluating Epoch 307 valid]:
MRR: Tail : 0.41021, Head : 0.23207, Avg : 0.32114
2023-06-19 18:39:28,807 - yago11k_0.001 - [INFO] - [Epoch 307]: Training Loss: 0.0011199, Valid MRR: 0.32657,
2023-06-19 18:39:29,445 - yago11k_0.001 - [INFO] - [E:308| 0]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:40:32,511 - yago11k_0.001 - [INFO] - [E:308| 100]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:41:35,611 - yago11k_0.001 - [INFO] - [E:308| 200]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:42:38,694 - yago11k_0.001 - [INFO] - [E:308| 300]: Train Loss:0.00112, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:43:41,783 - yago11k_0.001 - [INFO] - [E:308| 400]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:44:44,874 - yago11k_0.001 - [INFO] - [E:308| 500]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:45:47,534 - yago11k_0.001 - [INFO] - [E:308| 600]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:45:47,534 - yago11k_0.001 - [INFO] - [Epoch:308]: Training Loss:0.00112
2023-06-19 18:45:47,748 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 18:45:59,776 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 18:46:11,644 - yago11k_0.001 - [INFO] - [Evaluating Epoch 308 valid]:
MRR: Tail : 0.4104, Head : 0.23087, Avg : 0.32063
2023-06-19 18:46:11,644 - yago11k_0.001 - [INFO] - [Epoch 308]: Training Loss: 0.0011199, Valid MRR: 0.32657,
2023-06-19 18:46:12,285 - yago11k_0.001 - [INFO] - [E:309| 0]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:47:15,352 - yago11k_0.001 - [INFO] - [E:309| 100]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:48:18,416 - yago11k_0.001 - [INFO] - [E:309| 200]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:49:21,511 - yago11k_0.001 - [INFO] - [E:309| 300]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:50:24,568 - yago11k_0.001 - [INFO] - [E:309| 400]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:51:27,638 - yago11k_0.001 - [INFO] - [E:309| 500]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:52:30,321 - yago11k_0.001 - [INFO] - [E:309| 600]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:52:30,321 - yago11k_0.001 - [INFO] - [Epoch:309]: Training Loss:0.00112
2023-06-19 18:52:30,535 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 18:52:42,563 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 18:52:54,428 - yago11k_0.001 - [INFO] - [Evaluating Epoch 309 valid]:
MRR: Tail : 0.40966, Head : 0.23601, Avg : 0.32284
MR: Tail : 933.07, Head : 1245.9, Avg : 1089.5
Hit-1: Tail : 0.32606, Head : 0.197, Avg : 0.26153
Hit-3: Tail : 0.44651, Head : 0.23534, Avg : 0.34093
Hit-10: Tail : 0.57877, Head : 0.30495, Avg : 0.44186
2023-06-19 18:52:54,428 - yago11k_0.001 - [INFO] - [Epoch 309]: Training Loss: 0.0011198, Valid MRR: 0.32657,
2023-06-19 18:52:55,065 - yago11k_0.001 - [INFO] - [E:310| 0]: Train Loss:0.00111, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:53:58,135 - yago11k_0.001 - [INFO] - [E:310| 100]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:55:01,205 - yago11k_0.001 - [INFO] - [E:310| 200]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:56:04,275 - yago11k_0.001 - [INFO] - [E:310| 300]: Train Loss:0.0011194, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:57:07,369 - yago11k_0.001 - [INFO] - [E:310| 400]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:58:10,417 - yago11k_0.001 - [INFO] - [E:310| 500]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:59:13,078 - yago11k_0.001 - [INFO] - [E:310| 600]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001
2023-06-19 18:59:13,079 - yago11k_0.001 - [INFO] - [Epoch:310]: Training Loss:0.00112
2023-06-19 18:59:13,294 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 18:59:25,315 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 18:59:37,179 - yago11k_0.001 - [INFO] - [Evaluating Epoch 310 valid]:
MRR: Tail : 0.40794, Head : 0.23325, Avg : 0.32059
2023-06-19 18:59:37,179 - yago11k_0.001 - [INFO] - [Epoch 310]: Training Loss: 0.0011202, Valid MRR: 0.32657,
2023-06-19 18:59:37,817 - yago11k_0.001 - [INFO] - [E:311| 0]: Train Loss:0.0011079, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:00:40,923 - yago11k_0.001 - [INFO] - [E:311| 100]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:01:44,018 - yago11k_0.001 - [INFO] - [E:311| 200]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:02:47,116 - yago11k_0.001 - [INFO] - [E:311| 300]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:03:50,196 - yago11k_0.001 - [INFO] - [E:311| 400]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:04:53,259 - yago11k_0.001 - [INFO] - [E:311| 500]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:05:55,929 - yago11k_0.001 - [INFO] - [E:311| 600]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:05:55,929 - yago11k_0.001 - [INFO] - [Epoch:311]: Training Loss:0.00112
2023-06-19 19:05:56,143 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 19:06:08,169 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 19:06:20,035 - yago11k_0.001 - [INFO] - [Evaluating Epoch 311 valid]:
MRR: Tail : 0.41025, Head : 0.23396, Avg : 0.32211
2023-06-19 19:06:20,035 - yago11k_0.001 - [INFO] - [Epoch 311]: Training Loss: 0.0011203, Valid MRR: 0.32657,
2023-06-19 19:06:20,671 - yago11k_0.001 - [INFO] - [E:312| 0]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:07:23,752 - yago11k_0.001 - [INFO] - [E:312| 100]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:08:26,826 - yago11k_0.001 - [INFO] - [E:312| 200]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:09:29,898 - yago11k_0.001 - [INFO] - [E:312| 300]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:10:32,985 - yago11k_0.001 - [INFO] - [E:312| 400]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:11:36,065 - yago11k_0.001 - [INFO] - [E:312| 500]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:12:38,718 - yago11k_0.001 - [INFO] - [E:312| 600]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:12:38,718 - yago11k_0.001 - [INFO] - [Epoch:312]: Training Loss:0.00112
2023-06-19 19:12:38,932 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 19:12:50,959 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 19:13:02,827 - yago11k_0.001 - [INFO] - [Evaluating Epoch 312 valid]:
MRR: Tail : 0.40815, Head : 0.22939, Avg : 0.31877
2023-06-19 19:13:02,827 - yago11k_0.001 - [INFO] - [Epoch 312]: Training Loss: 0.0011202, Valid MRR: 0.32657,
2023-06-19 19:13:03,464 - yago11k_0.001 - [INFO] - [E:313| 0]: Train Loss:0.0011091, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:14:06,574 - yago11k_0.001 - [INFO] - [E:313| 100]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:15:09,641 - yago11k_0.001 - [INFO] - [E:313| 200]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:16:12,722 - yago11k_0.001 - [INFO] - [E:313| 300]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:17:15,818 - yago11k_0.001 - [INFO] - [E:313| 400]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:18:18,899 - yago11k_0.001 - [INFO] - [E:313| 500]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:19:21,542 - yago11k_0.001 - [INFO] - [E:313| 600]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:19:21,542 - yago11k_0.001 - [INFO] - [Epoch:313]: Training Loss:0.00112
2023-06-19 19:19:21,757 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 19:19:33,784 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 19:19:45,645 - yago11k_0.001 - [INFO] - [Evaluating Epoch 313 valid]:
MRR: Tail : 0.41079, Head : 0.23118, Avg : 0.32099
2023-06-19 19:19:45,645 - yago11k_0.001 - [INFO] - [Epoch 313]: Training Loss: 0.0011199, Valid MRR: 0.32657,
2023-06-19 19:19:46,280 - yago11k_0.001 - [INFO] - [E:314| 0]: Train Loss:0.0011095, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:20:49,346 - yago11k_0.001 - [INFO] - [E:314| 100]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:21:52,434 - yago11k_0.001 - [INFO] - [E:314| 200]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:22:55,490 - yago11k_0.001 - [INFO] - [E:314| 300]: Train Loss:0.001121, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:23:58,570 - yago11k_0.001 - [INFO] - [E:314| 400]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:25:01,642 - yago11k_0.001 - [INFO] - [E:314| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:26:04,313 - yago11k_0.001 - [INFO] - [E:314| 600]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:26:04,314 - yago11k_0.001 - [INFO] - [Epoch:314]: Training Loss:0.00112
2023-06-19 19:26:04,528 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 19:26:16,557 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 19:26:28,421 - yago11k_0.001 - [INFO] - [Evaluating Epoch 314 valid]:
MRR: Tail : 0.413, Head : 0.23122, Avg : 0.32211
2023-06-19 19:26:28,421 - yago11k_0.001 - [INFO] - [Epoch 314]: Training Loss: 0.0011202, Valid MRR: 0.32657,
2023-06-19 19:26:29,056 - yago11k_0.001 - [INFO] - [E:315| 0]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:27:32,137 - yago11k_0.001 - [INFO] - [E:315| 100]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:28:35,240 - yago11k_0.001 - [INFO] - [E:315| 200]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:29:38,321 - yago11k_0.001 - [INFO] - [E:315| 300]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:30:41,400 - yago11k_0.001 - [INFO] - [E:315| 400]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:31:44,489 - yago11k_0.001 - [INFO] - [E:315| 500]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:32:47,157 - yago11k_0.001 - [INFO] - [E:315| 600]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:32:47,157 - yago11k_0.001 - [INFO] - [Epoch:315]: Training Loss:0.00112
2023-06-19 19:32:47,371 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 19:32:59,402 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 19:33:11,267 - yago11k_0.001 - [INFO] - [Evaluating Epoch 315 valid]:
MRR: Tail : 0.41384, Head : 0.23314, Avg : 0.32349
2023-06-19 19:33:11,267 - yago11k_0.001 - [INFO] - [Epoch 315]: Training Loss: 0.0011196, Valid MRR: 0.32657,
2023-06-19 19:33:11,907 - yago11k_0.001 - [INFO] - [E:316| 0]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:34:14,980 - yago11k_0.001 - [INFO] - [E:316| 100]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:35:18,079 - yago11k_0.001 - [INFO] - [E:316| 200]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:36:21,171 - yago11k_0.001 - [INFO] - [E:316| 300]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:37:24,250 - yago11k_0.001 - [INFO] - [E:316| 400]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:38:27,312 - yago11k_0.001 - [INFO] - [E:316| 500]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:39:29,957 - yago11k_0.001 - [INFO] - [E:316| 600]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:39:29,957 - yago11k_0.001 - [INFO] - [Epoch:316]: Training Loss:0.001119
2023-06-19 19:39:30,171 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 19:39:42,203 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 19:39:54,072 - yago11k_0.001 - [INFO] - [Evaluating Epoch 316 valid]:
MRR: Tail : 0.41441, Head : 0.23309, Avg : 0.32375
2023-06-19 19:39:54,072 - yago11k_0.001 - [INFO] - [Epoch 316]: Training Loss: 0.0011195, Valid MRR: 0.32657,
2023-06-19 19:39:54,710 - yago11k_0.001 - [INFO] - [E:317| 0]: Train Loss:0.0011026, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:40:57,788 - yago11k_0.001 - [INFO] - [E:317| 100]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:42:00,885 - yago11k_0.001 - [INFO] - [E:317| 200]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:43:03,966 - yago11k_0.001 - [INFO] - [E:317| 300]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:44:07,020 - yago11k_0.001 - [INFO] - [E:317| 400]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:45:10,115 - yago11k_0.001 - [INFO] - [E:317| 500]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:46:12,762 - yago11k_0.001 - [INFO] - [E:317| 600]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:46:12,762 - yago11k_0.001 - [INFO] - [Epoch:317]: Training Loss:0.00112
2023-06-19 19:46:12,977 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 19:46:25,007 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 19:46:36,871 - yago11k_0.001 - [INFO] - [Evaluating Epoch 317 valid]:
MRR: Tail : 0.41306, Head : 0.23324, Avg : 0.32315
2023-06-19 19:46:36,871 - yago11k_0.001 - [INFO] - [Epoch 317]: Training Loss: 0.0011196, Valid MRR: 0.32657,
2023-06-19 19:46:37,510 - yago11k_0.001 - [INFO] - [E:318| 0]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:47:40,571 - yago11k_0.001 - [INFO] - [E:318| 100]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:48:43,655 - yago11k_0.001 - [INFO] - [E:318| 200]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:49:46,731 - yago11k_0.001 - [INFO] - [E:318| 300]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:50:49,833 - yago11k_0.001 - [INFO] - [E:318| 400]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:51:52,915 - yago11k_0.001 - [INFO] - [E:318| 500]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:52:55,588 - yago11k_0.001 - [INFO] - [E:318| 600]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:52:55,588 - yago11k_0.001 - [INFO] - [Epoch:318]: Training Loss:0.00112
2023-06-19 19:52:55,802 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 19:53:07,835 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 19:53:19,697 - yago11k_0.001 - [INFO] - [Evaluating Epoch 318 valid]:
MRR: Tail : 0.41166, Head : 0.23174, Avg : 0.3217
2023-06-19 19:53:19,697 - yago11k_0.001 - [INFO] - [Epoch 318]: Training Loss: 0.0011199, Valid MRR: 0.32657,
2023-06-19 19:53:20,334 - yago11k_0.001 - [INFO] - [E:319| 0]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:54:23,406 - yago11k_0.001 - [INFO] - [E:319| 100]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:55:26,505 - yago11k_0.001 - [INFO] - [E:319| 200]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:56:29,592 - yago11k_0.001 - [INFO] - [E:319| 300]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:57:32,686 - yago11k_0.001 - [INFO] - [E:319| 400]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:58:35,770 - yago11k_0.001 - [INFO] - [E:319| 500]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:59:38,418 - yago11k_0.001 - [INFO] - [E:319| 600]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_0.001
2023-06-19 19:59:38,418 - yago11k_0.001 - [INFO] - [Epoch:319]: Training Loss:0.001119
2023-06-19 19:59:38,632 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 19:59:50,646 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 20:00:02,496 - yago11k_0.001 - [INFO] - [Evaluating Epoch 319 valid]:
MRR: Tail : 0.41043, Head : 0.23064, Avg : 0.32053
MR: Tail : 925.37, Head : 1247.7, Avg : 1086.5
Hit-1: Tail : 0.32398, Head : 0.19158, Avg : 0.25778
Hit-3: Tail : 0.45207, Head : 0.22909, Avg : 0.34058
Hit-10: Tail : 0.57377, Head : 0.30328, Avg : 0.43852
2023-06-19 20:00:02,496 - yago11k_0.001 - [INFO] - [Epoch 319]: Training Loss: 0.0011195, Valid MRR: 0.32657,
2023-06-19 20:00:03,130 - yago11k_0.001 - [INFO] - [E:320| 0]: Train Loss:0.0010994, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:01:06,109 - yago11k_0.001 - [INFO] - [E:320| 100]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:02:09,097 - yago11k_0.001 - [INFO] - [E:320| 200]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:03:12,080 - yago11k_0.001 - [INFO] - [E:320| 300]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:04:15,062 - yago11k_0.001 - [INFO] - [E:320| 400]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:05:18,037 - yago11k_0.001 - [INFO] - [E:320| 500]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:06:20,601 - yago11k_0.001 - [INFO] - [E:320| 600]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:06:20,601 - yago11k_0.001 - [INFO] - [Epoch:320]: Training Loss:0.001119
2023-06-19 20:06:20,815 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 20:06:32,840 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 20:06:44,691 - yago11k_0.001 - [INFO] - [Evaluating Epoch 320 valid]:
MRR: Tail : 0.41399, Head : 0.22867, Avg : 0.32133
2023-06-19 20:06:44,691 - yago11k_0.001 - [INFO] - [Epoch 320]: Training Loss: 0.0011191, Valid MRR: 0.32657,
2023-06-19 20:06:45,326 - yago11k_0.001 - [INFO] - [E:321| 0]: Train Loss:0.001107, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:07:48,307 - yago11k_0.001 - [INFO] - [E:321| 100]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:08:51,284 - yago11k_0.001 - [INFO] - [E:321| 200]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:09:54,267 - yago11k_0.001 - [INFO] - [E:321| 300]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:10:57,247 - yago11k_0.001 - [INFO] - [E:321| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:12:00,234 - yago11k_0.001 - [INFO] - [E:321| 500]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:13:02,796 - yago11k_0.001 - [INFO] - [E:321| 600]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:13:02,796 - yago11k_0.001 - [INFO] - [Epoch:321]: Training Loss:0.001119
2023-06-19 20:13:03,010 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 20:13:15,031 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 20:13:26,891 - yago11k_0.001 - [INFO] - [Evaluating Epoch 321 valid]:
MRR: Tail : 0.40798, Head : 0.22912, Avg : 0.31855
2023-06-19 20:13:26,891 - yago11k_0.001 - [INFO] - [Epoch 321]: Training Loss: 0.001119, Valid MRR: 0.32657,
2023-06-19 20:13:27,525 - yago11k_0.001 - [INFO] - [E:322| 0]: Train Loss:0.0011097, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:14:30,501 - yago11k_0.001 - [INFO] - [E:322| 100]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:15:33,494 - yago11k_0.001 - [INFO] - [E:322| 200]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:16:36,454 - yago11k_0.001 - [INFO] - [E:322| 300]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:17:39,440 - yago11k_0.001 - [INFO] - [E:322| 400]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:18:42,422 - yago11k_0.001 - [INFO] - [E:322| 500]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:19:44,988 - yago11k_0.001 - [INFO] - [E:322| 600]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:19:44,988 - yago11k_0.001 - [INFO] - [Epoch:322]: Training Loss:0.001119
2023-06-19 20:19:45,202 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 20:19:57,225 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 20:20:09,077 - yago11k_0.001 - [INFO] - [Evaluating Epoch 322 valid]:
MRR: Tail : 0.416, Head : 0.23179, Avg : 0.32389
2023-06-19 20:20:09,078 - yago11k_0.001 - [INFO] - [Epoch 322]: Training Loss: 0.0011193, Valid MRR: 0.32657,
2023-06-19 20:20:09,714 - yago11k_0.001 - [INFO] - [E:323| 0]: Train Loss:0.0011536, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:21:12,692 - yago11k_0.001 - [INFO] - [E:323| 100]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:22:15,652 - yago11k_0.001 - [INFO] - [E:323| 200]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:23:18,636 - yago11k_0.001 - [INFO] - [E:323| 300]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:24:21,608 - yago11k_0.001 - [INFO] - [E:323| 400]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:25:24,603 - yago11k_0.001 - [INFO] - [E:323| 500]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:26:27,156 - yago11k_0.001 - [INFO] - [E:323| 600]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:26:27,157 - yago11k_0.001 - [INFO] - [Epoch:323]: Training Loss:0.001119
2023-06-19 20:26:27,371 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 20:26:39,392 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 20:26:51,245 - yago11k_0.001 - [INFO] - [Evaluating Epoch 323 valid]:
MRR: Tail : 0.40758, Head : 0.23027, Avg : 0.31893
2023-06-19 20:26:51,245 - yago11k_0.001 - [INFO] - [Epoch 323]: Training Loss: 0.0011192, Valid MRR: 0.32657,
2023-06-19 20:26:51,880 - yago11k_0.001 - [INFO] - [E:324| 0]: Train Loss:0.0011067, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:27:54,874 - yago11k_0.001 - [INFO] - [E:324| 100]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:28:57,850 - yago11k_0.001 - [INFO] - [E:324| 200]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:30:00,845 - yago11k_0.001 - [INFO] - [E:324| 300]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:31:03,830 - yago11k_0.001 - [INFO] - [E:324| 400]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:32:06,813 - yago11k_0.001 - [INFO] - [E:324| 500]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:33:09,365 - yago11k_0.001 - [INFO] - [E:324| 600]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:33:09,365 - yago11k_0.001 - [INFO] - [Epoch:324]: Training Loss:0.001119
2023-06-19 20:33:09,580 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 20:33:21,600 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 20:33:33,456 - yago11k_0.001 - [INFO] - [Evaluating Epoch 324 valid]:
MRR: Tail : 0.40547, Head : 0.23006, Avg : 0.31776
2023-06-19 20:33:33,456 - yago11k_0.001 - [INFO] - [Epoch 324]: Training Loss: 0.0011192, Valid MRR: 0.32657,
2023-06-19 20:33:34,091 - yago11k_0.001 - [INFO] - [E:325| 0]: Train Loss:0.0010976, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:34:37,083 - yago11k_0.001 - [INFO] - [E:325| 100]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:35:40,063 - yago11k_0.001 - [INFO] - [E:325| 200]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:36:43,035 - yago11k_0.001 - [INFO] - [E:325| 300]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:37:46,019 - yago11k_0.001 - [INFO] - [E:325| 400]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:38:48,991 - yago11k_0.001 - [INFO] - [E:325| 500]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:39:51,533 - yago11k_0.001 - [INFO] - [E:325| 600]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:39:51,533 - yago11k_0.001 - [INFO] - [Epoch:325]: Training Loss:0.001119
2023-06-19 20:39:51,748 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 20:40:03,761 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 20:40:15,610 - yago11k_0.001 - [INFO] - [Evaluating Epoch 325 valid]:
MRR: Tail : 0.41079, Head : 0.23388, Avg : 0.32233
2023-06-19 20:40:15,611 - yago11k_0.001 - [INFO] - [Epoch 325]: Training Loss: 0.0011188, Valid MRR: 0.32657,
2023-06-19 20:40:16,246 - yago11k_0.001 - [INFO] - [E:326| 0]: Train Loss:0.0010884, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:41:19,222 - yago11k_0.001 - [INFO] - [E:326| 100]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:42:22,229 - yago11k_0.001 - [INFO] - [E:326| 200]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:43:25,218 - yago11k_0.001 - [INFO] - [E:326| 300]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:44:28,203 - yago11k_0.001 - [INFO] - [E:326| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:45:31,183 - yago11k_0.001 - [INFO] - [E:326| 500]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:46:33,732 - yago11k_0.001 - [INFO] - [E:326| 600]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:46:33,733 - yago11k_0.001 - [INFO] - [Epoch:326]: Training Loss:0.001119
2023-06-19 20:46:33,948 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 20:46:45,962 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 20:46:57,817 - yago11k_0.001 - [INFO] - [Evaluating Epoch 326 valid]:
MRR: Tail : 0.40767, Head : 0.23042, Avg : 0.31904
2023-06-19 20:46:57,817 - yago11k_0.001 - [INFO] - [Epoch 326]: Training Loss: 0.001119, Valid MRR: 0.32657,
2023-06-19 20:46:58,455 - yago11k_0.001 - [INFO] - [E:327| 0]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:48:01,446 - yago11k_0.001 - [INFO] - [E:327| 100]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:49:04,426 - yago11k_0.001 - [INFO] - [E:327| 200]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:50:07,394 - yago11k_0.001 - [INFO] - [E:327| 300]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:51:10,374 - yago11k_0.001 - [INFO] - [E:327| 400]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:52:13,363 - yago11k_0.001 - [INFO] - [E:327| 500]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:53:15,918 - yago11k_0.001 - [INFO] - [E:327| 600]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:53:15,919 - yago11k_0.001 - [INFO] - [Epoch:327]: Training Loss:0.001119
2023-06-19 20:53:16,133 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 20:53:28,149 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 20:53:40,005 - yago11k_0.001 - [INFO] - [Evaluating Epoch 327 valid]:
MRR: Tail : 0.41285, Head : 0.23283, Avg : 0.32284
2023-06-19 20:53:40,005 - yago11k_0.001 - [INFO] - [Epoch 327]: Training Loss: 0.0011193, Valid MRR: 0.32657,
2023-06-19 20:53:40,640 - yago11k_0.001 - [INFO] - [E:328| 0]: Train Loss:0.0011473, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:54:43,614 - yago11k_0.001 - [INFO] - [E:328| 100]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:55:46,609 - yago11k_0.001 - [INFO] - [E:328| 200]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:56:49,599 - yago11k_0.001 - [INFO] - [E:328| 300]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:57:52,577 - yago11k_0.001 - [INFO] - [E:328| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:58:55,554 - yago11k_0.001 - [INFO] - [E:328| 500]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:59:58,122 - yago11k_0.001 - [INFO] - [E:328| 600]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001
2023-06-19 20:59:58,123 - yago11k_0.001 - [INFO] - [Epoch:328]: Training Loss:0.001119
2023-06-19 20:59:58,338 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 21:00:10,356 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 21:00:22,206 - yago11k_0.001 - [INFO] - [Evaluating Epoch 328 valid]:
MRR: Tail : 0.41123, Head : 0.23491, Avg : 0.32307
2023-06-19 21:00:22,206 - yago11k_0.001 - [INFO] - [Epoch 328]: Training Loss: 0.0011189, Valid MRR: 0.32657,
2023-06-19 21:00:22,841 - yago11k_0.001 - [INFO] - [E:329| 0]: Train Loss:0.0011287, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:01:25,821 - yago11k_0.001 - [INFO] - [E:329| 100]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:02:28,801 - yago11k_0.001 - [INFO] - [E:329| 200]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:03:31,800 - yago11k_0.001 - [INFO] - [E:329| 300]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:04:34,785 - yago11k_0.001 - [INFO] - [E:329| 400]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:05:37,758 - yago11k_0.001 - [INFO] - [E:329| 500]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:06:40,306 - yago11k_0.001 - [INFO] - [E:329| 600]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:06:40,307 - yago11k_0.001 - [INFO] - [Epoch:329]: Training Loss:0.001119
2023-06-19 21:06:40,520 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 21:06:52,533 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 21:07:04,388 - yago11k_0.001 - [INFO] - [Evaluating Epoch 329 valid]:
MRR: Tail : 0.40978, Head : 0.23327, Avg : 0.32153
MR: Tail : 956.69, Head : 1257.6, Avg : 1107.1
Hit-1: Tail : 0.33051, Head : 0.19283, Avg : 0.26167
Hit-3: Tail : 0.44707, Head : 0.2334, Avg : 0.34023
Hit-10: Tail : 0.56974, Head : 0.31036, Avg : 0.44005
2023-06-19 21:07:04,388 - yago11k_0.001 - [INFO] - [Epoch 329]: Training Loss: 0.0011189, Valid MRR: 0.32657,
2023-06-19 21:07:05,031 - yago11k_0.001 - [INFO] - [E:330| 0]: Train Loss:0.0011288, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:08:08,012 - yago11k_0.001 - [INFO] - [E:330| 100]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:09:10,991 - yago11k_0.001 - [INFO] - [E:330| 200]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:10:13,964 - yago11k_0.001 - [INFO] - [E:330| 300]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:11:16,952 - yago11k_0.001 - [INFO] - [E:330| 400]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:12:19,945 - yago11k_0.001 - [INFO] - [E:330| 500]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:13:22,486 - yago11k_0.001 - [INFO] - [E:330| 600]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:13:22,486 - yago11k_0.001 - [INFO] - [Epoch:330]: Training Loss:0.001119
2023-06-19 21:13:22,700 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 21:13:34,725 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 21:13:46,582 - yago11k_0.001 - [INFO] - [Evaluating Epoch 330 valid]:
MRR: Tail : 0.41055, Head : 0.23283, Avg : 0.32169
2023-06-19 21:13:46,582 - yago11k_0.001 - [INFO] - [Epoch 330]: Training Loss: 0.0011186, Valid MRR: 0.32657,
2023-06-19 21:13:47,219 - yago11k_0.001 - [INFO] - [E:331| 0]: Train Loss:0.0011263, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:14:50,201 - yago11k_0.001 - [INFO] - [E:331| 100]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:15:53,178 - yago11k_0.001 - [INFO] - [E:331| 200]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:16:56,175 - yago11k_0.001 - [INFO] - [E:331| 300]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:17:59,137 - yago11k_0.001 - [INFO] - [E:331| 400]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:19:02,119 - yago11k_0.001 - [INFO] - [E:331| 500]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:20:04,660 - yago11k_0.001 - [INFO] - [E:331| 600]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:20:04,661 - yago11k_0.001 - [INFO] - [Epoch:331]: Training Loss:0.001119
2023-06-19 21:20:04,875 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 21:20:16,895 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 21:20:28,749 - yago11k_0.001 - [INFO] - [Evaluating Epoch 331 valid]:
MRR: Tail : 0.40929, Head : 0.23184, Avg : 0.32057
2023-06-19 21:20:28,750 - yago11k_0.001 - [INFO] - [Epoch 331]: Training Loss: 0.0011188, Valid MRR: 0.32657,
2023-06-19 21:20:29,387 - yago11k_0.001 - [INFO] - [E:332| 0]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:21:32,375 - yago11k_0.001 - [INFO] - [E:332| 100]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:22:35,350 - yago11k_0.001 - [INFO] - [E:332| 200]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:23:38,337 - yago11k_0.001 - [INFO] - [E:332| 300]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:24:41,314 - yago11k_0.001 - [INFO] - [E:332| 400]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:25:44,306 - yago11k_0.001 - [INFO] - [E:332| 500]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:26:46,869 - yago11k_0.001 - [INFO] - [E:332| 600]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:26:46,869 - yago11k_0.001 - [INFO] - [Epoch:332]: Training Loss:0.001119
2023-06-19 21:26:47,083 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 21:26:59,100 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 21:27:10,955 - yago11k_0.001 - [INFO] - [Evaluating Epoch 332 valid]:
MRR: Tail : 0.40963, Head : 0.23496, Avg : 0.3223
2023-06-19 21:27:10,956 - yago11k_0.001 - [INFO] - [Epoch 332]: Training Loss: 0.0011187, Valid MRR: 0.32657,
2023-06-19 21:27:11,592 - yago11k_0.001 - [INFO] - [E:333| 0]: Train Loss:0.0011319, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:28:14,567 - yago11k_0.001 - [INFO] - [E:333| 100]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:29:17,569 - yago11k_0.001 - [INFO] - [E:333| 200]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:30:20,539 - yago11k_0.001 - [INFO] - [E:333| 300]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:31:23,523 - yago11k_0.001 - [INFO] - [E:333| 400]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:32:26,499 - yago11k_0.001 - [INFO] - [E:333| 500]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:33:29,054 - yago11k_0.001 - [INFO] - [E:333| 600]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:33:29,054 - yago11k_0.001 - [INFO] - [Epoch:333]: Training Loss:0.001119
2023-06-19 21:33:29,268 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 21:33:41,284 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 21:33:53,134 - yago11k_0.001 - [INFO] - [Evaluating Epoch 333 valid]:
MRR: Tail : 0.41203, Head : 0.23177, Avg : 0.3219
2023-06-19 21:33:53,134 - yago11k_0.001 - [INFO] - [Epoch 333]: Training Loss: 0.0011186, Valid MRR: 0.32657,
2023-06-19 21:33:53,768 - yago11k_0.001 - [INFO] - [E:334| 0]: Train Loss:0.0010974, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:34:56,730 - yago11k_0.001 - [INFO] - [E:334| 100]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:35:59,701 - yago11k_0.001 - [INFO] - [E:334| 200]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:37:02,687 - yago11k_0.001 - [INFO] - [E:334| 300]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:38:05,662 - yago11k_0.001 - [INFO] - [E:334| 400]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:39:08,657 - yago11k_0.001 - [INFO] - [E:334| 500]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:40:11,196 - yago11k_0.001 - [INFO] - [E:334| 600]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:40:11,196 - yago11k_0.001 - [INFO] - [Epoch:334]: Training Loss:0.001119
2023-06-19 21:40:11,410 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 21:40:23,429 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 21:40:35,280 - yago11k_0.001 - [INFO] - [Evaluating Epoch 334 valid]:
MRR: Tail : 0.41053, Head : 0.23229, Avg : 0.32141
2023-06-19 21:40:35,280 - yago11k_0.001 - [INFO] - [Epoch 334]: Training Loss: 0.0011188, Valid MRR: 0.32657,
2023-06-19 21:40:35,921 - yago11k_0.001 - [INFO] - [E:335| 0]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:41:38,903 - yago11k_0.001 - [INFO] - [E:335| 100]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:42:41,867 - yago11k_0.001 - [INFO] - [E:335| 200]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:43:44,848 - yago11k_0.001 - [INFO] - [E:335| 300]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:44:47,827 - yago11k_0.001 - [INFO] - [E:335| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:45:50,804 - yago11k_0.001 - [INFO] - [E:335| 500]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:46:53,353 - yago11k_0.001 - [INFO] - [E:335| 600]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:46:53,353 - yago11k_0.001 - [INFO] - [Epoch:335]: Training Loss:0.001119
2023-06-19 21:46:53,568 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 21:47:05,587 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 21:47:17,441 - yago11k_0.001 - [INFO] - [Evaluating Epoch 335 valid]:
MRR: Tail : 0.4108, Head : 0.23115, Avg : 0.32098
2023-06-19 21:47:17,441 - yago11k_0.001 - [INFO] - [Epoch 335]: Training Loss: 0.0011188, Valid MRR: 0.32657,
2023-06-19 21:47:18,078 - yago11k_0.001 - [INFO] - [E:336| 0]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:48:21,064 - yago11k_0.001 - [INFO] - [E:336| 100]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:49:24,045 - yago11k_0.001 - [INFO] - [E:336| 200]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:50:27,023 - yago11k_0.001 - [INFO] - [E:336| 300]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:51:30,006 - yago11k_0.001 - [INFO] - [E:336| 400]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:52:32,987 - yago11k_0.001 - [INFO] - [E:336| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:53:35,542 - yago11k_0.001 - [INFO] - [E:336| 600]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:53:35,543 - yago11k_0.001 - [INFO] - [Epoch:336]: Training Loss:0.001118
2023-06-19 21:53:35,758 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 21:53:47,781 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 21:53:59,633 - yago11k_0.001 - [INFO] - [Evaluating Epoch 336 valid]:
MRR: Tail : 0.41134, Head : 0.234, Avg : 0.32267
2023-06-19 21:53:59,633 - yago11k_0.001 - [INFO] - [Epoch 336]: Training Loss: 0.001118, Valid MRR: 0.32657,
2023-06-19 21:54:00,268 - yago11k_0.001 - [INFO] - [E:337| 0]: Train Loss:0.00113, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:55:03,252 - yago11k_0.001 - [INFO] - [E:337| 100]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:56:06,226 - yago11k_0.001 - [INFO] - [E:337| 200]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:57:09,192 - yago11k_0.001 - [INFO] - [E:337| 300]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:58:12,175 - yago11k_0.001 - [INFO] - [E:337| 400]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001
2023-06-19 21:59:15,157 - yago11k_0.001 - [INFO] - [E:337| 500]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:00:17,723 - yago11k_0.001 - [INFO] - [E:337| 600]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:00:17,723 - yago11k_0.001 - [INFO] - [Epoch:337]: Training Loss:0.001118
2023-06-19 22:00:17,939 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 22:00:29,968 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 22:00:41,819 - yago11k_0.001 - [INFO] - [Evaluating Epoch 337 valid]:
MRR: Tail : 0.41475, Head : 0.23302, Avg : 0.32389
2023-06-19 22:00:41,819 - yago11k_0.001 - [INFO] - [Epoch 337]: Training Loss: 0.0011184, Valid MRR: 0.32657,
2023-06-19 22:00:42,454 - yago11k_0.001 - [INFO] - [E:338| 0]: Train Loss:0.0011012, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:01:45,443 - yago11k_0.001 - [INFO] - [E:338| 100]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:02:48,406 - yago11k_0.001 - [INFO] - [E:338| 200]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:03:51,379 - yago11k_0.001 - [INFO] - [E:338| 300]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:04:54,348 - yago11k_0.001 - [INFO] - [E:338| 400]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:05:57,318 - yago11k_0.001 - [INFO] - [E:338| 500]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:06:59,871 - yago11k_0.001 - [INFO] - [E:338| 600]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:06:59,871 - yago11k_0.001 - [INFO] - [Epoch:338]: Training Loss:0.001118
2023-06-19 22:07:00,085 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 22:07:12,109 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 22:07:23,963 - yago11k_0.001 - [INFO] - [Evaluating Epoch 338 valid]:
MRR: Tail : 0.41299, Head : 0.23267, Avg : 0.32283
2023-06-19 22:07:23,963 - yago11k_0.001 - [INFO] - [Epoch 338]: Training Loss: 0.001118, Valid MRR: 0.32657,
2023-06-19 22:07:24,598 - yago11k_0.001 - [INFO] - [E:339| 0]: Train Loss:0.0011323, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:08:27,579 - yago11k_0.001 - [INFO] - [E:339| 100]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:09:30,546 - yago11k_0.001 - [INFO] - [E:339| 200]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:10:33,539 - yago11k_0.001 - [INFO] - [E:339| 300]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:11:36,526 - yago11k_0.001 - [INFO] - [E:339| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:12:39,481 - yago11k_0.001 - [INFO] - [E:339| 500]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:13:42,038 - yago11k_0.001 - [INFO] - [E:339| 600]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:13:42,038 - yago11k_0.001 - [INFO] - [Epoch:339]: Training Loss:0.001118
2023-06-19 22:13:42,253 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 22:13:54,280 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 22:14:06,132 - yago11k_0.001 - [INFO] - [Evaluating Epoch 339 valid]:
MRR: Tail : 0.41075, Head : 0.23329, Avg : 0.32202
MR: Tail : 927.0, Head : 1253.5, Avg : 1090.3
Hit-1: Tail : 0.3287, Head : 0.19408, Avg : 0.26139
Hit-3: Tail : 0.45276, Head : 0.22937, Avg : 0.34107
Hit-10: Tail : 0.57377, Head : 0.30884, Avg : 0.4413
2023-06-19 22:14:06,133 - yago11k_0.001 - [INFO] - [Epoch 339]: Training Loss: 0.0011184, Valid MRR: 0.32657,
2023-06-19 22:14:06,767 - yago11k_0.001 - [INFO] - [E:340| 0]: Train Loss:0.0011363, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:15:09,756 - yago11k_0.001 - [INFO] - [E:340| 100]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:16:12,739 - yago11k_0.001 - [INFO] - [E:340| 200]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:17:15,715 - yago11k_0.001 - [INFO] - [E:340| 300]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:18:18,700 - yago11k_0.001 - [INFO] - [E:340| 400]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:19:21,675 - yago11k_0.001 - [INFO] - [E:340| 500]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:20:24,226 - yago11k_0.001 - [INFO] - [E:340| 600]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:20:24,226 - yago11k_0.001 - [INFO] - [Epoch:340]: Training Loss:0.001118
2023-06-19 22:20:24,440 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 22:20:36,463 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 22:20:48,317 - yago11k_0.001 - [INFO] - [Evaluating Epoch 340 valid]:
MRR: Tail : 0.40948, Head : 0.23065, Avg : 0.32006
2023-06-19 22:20:48,317 - yago11k_0.001 - [INFO] - [Epoch 340]: Training Loss: 0.0011182, Valid MRR: 0.32657,
2023-06-19 22:20:48,952 - yago11k_0.001 - [INFO] - [E:341| 0]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:21:51,934 - yago11k_0.001 - [INFO] - [E:341| 100]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:22:54,915 - yago11k_0.001 - [INFO] - [E:341| 200]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:23:57,892 - yago11k_0.001 - [INFO] - [E:341| 300]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:25:00,858 - yago11k_0.001 - [INFO] - [E:341| 400]: Train Loss:0.0011173, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:26:03,820 - yago11k_0.001 - [INFO] - [E:341| 500]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:27:06,367 - yago11k_0.001 - [INFO] - [E:341| 600]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:27:06,367 - yago11k_0.001 - [INFO] - [Epoch:341]: Training Loss:0.001118
2023-06-19 22:27:06,582 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 22:27:18,605 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 22:27:30,461 - yago11k_0.001 - [INFO] - [Evaluating Epoch 341 valid]:
MRR: Tail : 0.40992, Head : 0.23476, Avg : 0.32234
2023-06-19 22:27:30,461 - yago11k_0.001 - [INFO] - [Epoch 341]: Training Loss: 0.0011177, Valid MRR: 0.32657,
2023-06-19 22:27:31,096 - yago11k_0.001 - [INFO] - [E:342| 0]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:28:34,094 - yago11k_0.001 - [INFO] - [E:342| 100]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:29:37,075 - yago11k_0.001 - [INFO] - [E:342| 200]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:30:40,056 - yago11k_0.001 - [INFO] - [E:342| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:31:43,039 - yago11k_0.001 - [INFO] - [E:342| 400]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:32:46,020 - yago11k_0.001 - [INFO] - [E:342| 500]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:33:48,556 - yago11k_0.001 - [INFO] - [E:342| 600]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:33:48,557 - yago11k_0.001 - [INFO] - [Epoch:342]: Training Loss:0.001118
2023-06-19 22:33:48,772 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 22:34:00,798 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 22:34:12,652 - yago11k_0.001 - [INFO] - [Evaluating Epoch 342 valid]:
MRR: Tail : 0.40928, Head : 0.23308, Avg : 0.32118
2023-06-19 22:34:12,652 - yago11k_0.001 - [INFO] - [Epoch 342]: Training Loss: 0.0011183, Valid MRR: 0.32657,
2023-06-19 22:34:13,286 - yago11k_0.001 - [INFO] - [E:343| 0]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:35:16,272 - yago11k_0.001 - [INFO] - [E:343| 100]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:36:19,254 - yago11k_0.001 - [INFO] - [E:343| 200]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:37:22,247 - yago11k_0.001 - [INFO] - [E:343| 300]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:38:25,210 - yago11k_0.001 - [INFO] - [E:343| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:39:28,179 - yago11k_0.001 - [INFO] - [E:343| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:40:30,727 - yago11k_0.001 - [INFO] - [E:343| 600]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:40:30,728 - yago11k_0.001 - [INFO] - [Epoch:343]: Training Loss:0.001118
2023-06-19 22:40:30,941 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 22:40:42,972 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 22:40:54,825 - yago11k_0.001 - [INFO] - [Evaluating Epoch 343 valid]:
MRR: Tail : 0.41229, Head : 0.23083, Avg : 0.32156
2023-06-19 22:40:54,825 - yago11k_0.001 - [INFO] - [Epoch 343]: Training Loss: 0.0011178, Valid MRR: 0.32657,
2023-06-19 22:40:55,462 - yago11k_0.001 - [INFO] - [E:344| 0]: Train Loss:0.001119, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:41:58,432 - yago11k_0.001 - [INFO] - [E:344| 100]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:43:01,408 - yago11k_0.001 - [INFO] - [E:344| 200]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:44:04,388 - yago11k_0.001 - [INFO] - [E:344| 300]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:45:07,356 - yago11k_0.001 - [INFO] - [E:344| 400]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:46:10,324 - yago11k_0.001 - [INFO] - [E:344| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:47:12,879 - yago11k_0.001 - [INFO] - [E:344| 600]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:47:12,879 - yago11k_0.001 - [INFO] - [Epoch:344]: Training Loss:0.001118
2023-06-19 22:47:13,093 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 22:47:25,120 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 22:47:36,973 - yago11k_0.001 - [INFO] - [Evaluating Epoch 344 valid]:
MRR: Tail : 0.41605, Head : 0.23093, Avg : 0.32349
2023-06-19 22:47:36,973 - yago11k_0.001 - [INFO] - [Epoch 344]: Training Loss: 0.0011177, Valid MRR: 0.32657,
2023-06-19 22:47:37,607 - yago11k_0.001 - [INFO] - [E:345| 0]: Train Loss:0.0011019, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:48:40,576 - yago11k_0.001 - [INFO] - [E:345| 100]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:49:43,566 - yago11k_0.001 - [INFO] - [E:345| 200]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:50:46,555 - yago11k_0.001 - [INFO] - [E:345| 300]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:51:49,530 - yago11k_0.001 - [INFO] - [E:345| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:52:52,503 - yago11k_0.001 - [INFO] - [E:345| 500]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:53:55,056 - yago11k_0.001 - [INFO] - [E:345| 600]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:53:55,056 - yago11k_0.001 - [INFO] - [Epoch:345]: Training Loss:0.001117
2023-06-19 22:53:55,270 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 22:54:07,301 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 22:54:19,156 - yago11k_0.001 - [INFO] - [Evaluating Epoch 345 valid]:
MRR: Tail : 0.41458, Head : 0.23264, Avg : 0.32361
2023-06-19 22:54:19,156 - yago11k_0.001 - [INFO] - [Epoch 345]: Training Loss: 0.0011175, Valid MRR: 0.32657,
2023-06-19 22:54:19,793 - yago11k_0.001 - [INFO] - [E:346| 0]: Train Loss:0.001134, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:55:22,783 - yago11k_0.001 - [INFO] - [E:346| 100]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:56:25,759 - yago11k_0.001 - [INFO] - [E:346| 200]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:57:28,736 - yago11k_0.001 - [INFO] - [E:346| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:58:31,695 - yago11k_0.001 - [INFO] - [E:346| 400]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_0.001
2023-06-19 22:59:34,677 - yago11k_0.001 - [INFO] - [E:346| 500]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:00:37,220 - yago11k_0.001 - [INFO] - [E:346| 600]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:00:37,221 - yago11k_0.001 - [INFO] - [Epoch:346]: Training Loss:0.001118
2023-06-19 23:00:37,435 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 23:00:49,467 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 23:01:01,322 - yago11k_0.001 - [INFO] - [Evaluating Epoch 346 valid]:
MRR: Tail : 0.41383, Head : 0.22877, Avg : 0.3213
2023-06-19 23:01:01,322 - yago11k_0.001 - [INFO] - [Epoch 346]: Training Loss: 0.0011176, Valid MRR: 0.32657,
2023-06-19 23:01:01,957 - yago11k_0.001 - [INFO] - [E:347| 0]: Train Loss:0.0011043, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:02:04,936 - yago11k_0.001 - [INFO] - [E:347| 100]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:03:07,920 - yago11k_0.001 - [INFO] - [E:347| 200]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:04:10,906 - yago11k_0.001 - [INFO] - [E:347| 300]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:05:13,859 - yago11k_0.001 - [INFO] - [E:347| 400]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:06:16,841 - yago11k_0.001 - [INFO] - [E:347| 500]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:07:19,401 - yago11k_0.001 - [INFO] - [E:347| 600]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:07:19,401 - yago11k_0.001 - [INFO] - [Epoch:347]: Training Loss:0.001118
2023-06-19 23:07:19,616 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 23:07:31,649 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 23:07:43,507 - yago11k_0.001 - [INFO] - [Evaluating Epoch 347 valid]:
MRR: Tail : 0.4155, Head : 0.23056, Avg : 0.32303
2023-06-19 23:07:43,507 - yago11k_0.001 - [INFO] - [Epoch 347]: Training Loss: 0.0011181, Valid MRR: 0.32657,
2023-06-19 23:07:44,148 - yago11k_0.001 - [INFO] - [E:348| 0]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:08:47,123 - yago11k_0.001 - [INFO] - [E:348| 100]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:09:50,101 - yago11k_0.001 - [INFO] - [E:348| 200]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:10:53,094 - yago11k_0.001 - [INFO] - [E:348| 300]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:11:56,060 - yago11k_0.001 - [INFO] - [E:348| 400]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:12:59,021 - yago11k_0.001 - [INFO] - [E:348| 500]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:14:01,578 - yago11k_0.001 - [INFO] - [E:348| 600]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:14:01,579 - yago11k_0.001 - [INFO] - [Epoch:348]: Training Loss:0.001118
2023-06-19 23:14:01,794 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 23:14:13,824 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 23:14:25,675 - yago11k_0.001 - [INFO] - [Evaluating Epoch 348 valid]:
MRR: Tail : 0.40941, Head : 0.2293, Avg : 0.31936
2023-06-19 23:14:25,675 - yago11k_0.001 - [INFO] - [Epoch 348]: Training Loss: 0.0011177, Valid MRR: 0.32657,
2023-06-19 23:14:26,313 - yago11k_0.001 - [INFO] - [E:349| 0]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:15:29,302 - yago11k_0.001 - [INFO] - [E:349| 100]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:16:32,293 - yago11k_0.001 - [INFO] - [E:349| 200]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:17:35,254 - yago11k_0.001 - [INFO] - [E:349| 300]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:18:38,235 - yago11k_0.001 - [INFO] - [E:349| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:19:41,212 - yago11k_0.001 - [INFO] - [E:349| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:20:43,770 - yago11k_0.001 - [INFO] - [E:349| 600]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:20:43,770 - yago11k_0.001 - [INFO] - [Epoch:349]: Training Loss:0.001118
2023-06-19 23:20:43,984 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 23:20:56,015 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 23:21:07,868 - yago11k_0.001 - [INFO] - [Evaluating Epoch 349 valid]:
MRR: Tail : 0.41263, Head : 0.23204, Avg : 0.32233
MR: Tail : 943.53, Head : 1255.4, Avg : 1099.4
Hit-1: Tail : 0.33051, Head : 0.19311, Avg : 0.26181
Hit-3: Tail : 0.45026, Head : 0.22881, Avg : 0.33954
Hit-10: Tail : 0.57863, Head : 0.313, Avg : 0.44582
2023-06-19 23:21:07,868 - yago11k_0.001 - [INFO] - [Epoch 349]: Training Loss: 0.0011178, Valid MRR: 0.32657,
2023-06-19 23:21:08,506 - yago11k_0.001 - [INFO] - [E:350| 0]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:22:11,486 - yago11k_0.001 - [INFO] - [E:350| 100]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:23:14,469 - yago11k_0.001 - [INFO] - [E:350| 200]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:24:17,446 - yago11k_0.001 - [INFO] - [E:350| 300]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:25:20,420 - yago11k_0.001 - [INFO] - [E:350| 400]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:26:23,407 - yago11k_0.001 - [INFO] - [E:350| 500]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:27:25,954 - yago11k_0.001 - [INFO] - [E:350| 600]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:27:25,955 - yago11k_0.001 - [INFO] - [Epoch:350]: Training Loss:0.001117
2023-06-19 23:27:26,168 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 23:27:38,198 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 23:27:50,051 - yago11k_0.001 - [INFO] - [Evaluating Epoch 350 valid]:
MRR: Tail : 0.41213, Head : 0.23406, Avg : 0.3231
2023-06-19 23:27:50,051 - yago11k_0.001 - [INFO] - [Epoch 350]: Training Loss: 0.0011175, Valid MRR: 0.32657,
2023-06-19 23:27:50,688 - yago11k_0.001 - [INFO] - [E:351| 0]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:28:53,683 - yago11k_0.001 - [INFO] - [E:351| 100]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:29:56,658 - yago11k_0.001 - [INFO] - [E:351| 200]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:30:59,631 - yago11k_0.001 - [INFO] - [E:351| 300]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:32:02,620 - yago11k_0.001 - [INFO] - [E:351| 400]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:33:05,585 - yago11k_0.001 - [INFO] - [E:351| 500]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:34:08,158 - yago11k_0.001 - [INFO] - [E:351| 600]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:34:08,158 - yago11k_0.001 - [INFO] - [Epoch:351]: Training Loss:0.001118
2023-06-19 23:34:08,373 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 23:34:20,400 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 23:34:32,256 - yago11k_0.001 - [INFO] - [Evaluating Epoch 351 valid]:
MRR: Tail : 0.4092, Head : 0.23239, Avg : 0.32079
2023-06-19 23:34:32,256 - yago11k_0.001 - [INFO] - [Epoch 351]: Training Loss: 0.0011175, Valid MRR: 0.32657,
2023-06-19 23:34:32,898 - yago11k_0.001 - [INFO] - [E:352| 0]: Train Loss:0.0011044, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:35:35,875 - yago11k_0.001 - [INFO] - [E:352| 100]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:36:38,871 - yago11k_0.001 - [INFO] - [E:352| 200]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:37:41,837 - yago11k_0.001 - [INFO] - [E:352| 300]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:38:44,833 - yago11k_0.001 - [INFO] - [E:352| 400]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:39:47,797 - yago11k_0.001 - [INFO] - [E:352| 500]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:40:50,357 - yago11k_0.001 - [INFO] - [E:352| 600]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:40:50,357 - yago11k_0.001 - [INFO] - [Epoch:352]: Training Loss:0.001117
2023-06-19 23:40:50,571 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 23:41:02,602 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 23:41:14,463 - yago11k_0.001 - [INFO] - [Evaluating Epoch 352 valid]:
MRR: Tail : 0.41302, Head : 0.23452, Avg : 0.32377
2023-06-19 23:41:14,463 - yago11k_0.001 - [INFO] - [Epoch 352]: Training Loss: 0.0011174, Valid MRR: 0.32657,
2023-06-19 23:41:15,097 - yago11k_0.001 - [INFO] - [E:353| 0]: Train Loss:0.0011264, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:42:18,071 - yago11k_0.001 - [INFO] - [E:353| 100]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:43:21,057 - yago11k_0.001 - [INFO] - [E:353| 200]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:44:24,014 - yago11k_0.001 - [INFO] - [E:353| 300]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:45:26,989 - yago11k_0.001 - [INFO] - [E:353| 400]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:46:29,958 - yago11k_0.001 - [INFO] - [E:353| 500]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:47:32,496 - yago11k_0.001 - [INFO] - [E:353| 600]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:47:32,496 - yago11k_0.001 - [INFO] - [Epoch:353]: Training Loss:0.001118
2023-06-19 23:47:32,711 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 23:47:44,733 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 23:47:56,592 - yago11k_0.001 - [INFO] - [Evaluating Epoch 353 valid]:
MRR: Tail : 0.40918, Head : 0.23455, Avg : 0.32186
2023-06-19 23:47:56,593 - yago11k_0.001 - [INFO] - [Epoch 353]: Training Loss: 0.0011178, Valid MRR: 0.32657,
2023-06-19 23:47:57,227 - yago11k_0.001 - [INFO] - [E:354| 0]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:49:00,215 - yago11k_0.001 - [INFO] - [E:354| 100]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:50:03,197 - yago11k_0.001 - [INFO] - [E:354| 200]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:51:06,179 - yago11k_0.001 - [INFO] - [E:354| 300]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:52:09,140 - yago11k_0.001 - [INFO] - [E:354| 400]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:53:12,106 - yago11k_0.001 - [INFO] - [E:354| 500]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:54:14,658 - yago11k_0.001 - [INFO] - [E:354| 600]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:54:14,659 - yago11k_0.001 - [INFO] - [Epoch:354]: Training Loss:0.001118
2023-06-19 23:54:14,873 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-19 23:54:26,896 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-19 23:54:38,758 - yago11k_0.001 - [INFO] - [Evaluating Epoch 354 valid]:
MRR: Tail : 0.41886, Head : 0.23128, Avg : 0.32507
2023-06-19 23:54:38,758 - yago11k_0.001 - [INFO] - [Epoch 354]: Training Loss: 0.0011176, Valid MRR: 0.32657,
2023-06-19 23:54:39,392 - yago11k_0.001 - [INFO] - [E:355| 0]: Train Loss:0.0010983, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:55:42,379 - yago11k_0.001 - [INFO] - [E:355| 100]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:56:45,333 - yago11k_0.001 - [INFO] - [E:355| 200]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:57:48,314 - yago11k_0.001 - [INFO] - [E:355| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:58:51,285 - yago11k_0.001 - [INFO] - [E:355| 400]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001
2023-06-19 23:59:54,251 - yago11k_0.001 - [INFO] - [E:355| 500]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:00:56,806 - yago11k_0.001 - [INFO] - [E:355| 600]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:00:56,806 - yago11k_0.001 - [INFO] - [Epoch:355]: Training Loss:0.001118
2023-06-20 00:00:57,021 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 00:01:09,044 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 00:01:20,905 - yago11k_0.001 - [INFO] - [Evaluating Epoch 355 valid]:
MRR: Tail : 0.41044, Head : 0.22915, Avg : 0.31979
2023-06-20 00:01:20,905 - yago11k_0.001 - [INFO] - [Epoch 355]: Training Loss: 0.001118, Valid MRR: 0.32657,
2023-06-20 00:01:21,541 - yago11k_0.001 - [INFO] - [E:356| 0]: Train Loss:0.0011485, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:02:24,523 - yago11k_0.001 - [INFO] - [E:356| 100]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:03:27,498 - yago11k_0.001 - [INFO] - [E:356| 200]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:04:30,460 - yago11k_0.001 - [INFO] - [E:356| 300]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:05:33,426 - yago11k_0.001 - [INFO] - [E:356| 400]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:06:36,392 - yago11k_0.001 - [INFO] - [E:356| 500]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:07:38,939 - yago11k_0.001 - [INFO] - [E:356| 600]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:07:38,939 - yago11k_0.001 - [INFO] - [Epoch:356]: Training Loss:0.001118
2023-06-20 00:07:39,153 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 00:07:51,182 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 00:08:03,044 - yago11k_0.001 - [INFO] - [Evaluating Epoch 356 valid]:
MRR: Tail : 0.41191, Head : 0.22845, Avg : 0.32018
2023-06-20 00:08:03,044 - yago11k_0.001 - [INFO] - [Epoch 356]: Training Loss: 0.0011177, Valid MRR: 0.32657,
2023-06-20 00:08:03,678 - yago11k_0.001 - [INFO] - [E:357| 0]: Train Loss:0.001109, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:09:06,667 - yago11k_0.001 - [INFO] - [E:357| 100]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:10:09,635 - yago11k_0.001 - [INFO] - [E:357| 200]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:11:12,615 - yago11k_0.001 - [INFO] - [E:357| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:12:15,587 - yago11k_0.001 - [INFO] - [E:357| 400]: Train Loss:0.0011173, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:13:18,569 - yago11k_0.001 - [INFO] - [E:357| 500]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:14:21,105 - yago11k_0.001 - [INFO] - [E:357| 600]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:14:21,105 - yago11k_0.001 - [INFO] - [Epoch:357]: Training Loss:0.001118
2023-06-20 00:14:21,319 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 00:14:33,332 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 00:14:45,188 - yago11k_0.001 - [INFO] - [Evaluating Epoch 357 valid]:
MRR: Tail : 0.41223, Head : 0.23465, Avg : 0.32344
2023-06-20 00:14:45,188 - yago11k_0.001 - [INFO] - [Epoch 357]: Training Loss: 0.0011176, Valid MRR: 0.32657,
2023-06-20 00:14:45,824 - yago11k_0.001 - [INFO] - [E:358| 0]: Train Loss:0.001114, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:15:48,800 - yago11k_0.001 - [INFO] - [E:358| 100]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:16:51,766 - yago11k_0.001 - [INFO] - [E:358| 200]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:17:54,724 - yago11k_0.001 - [INFO] - [E:358| 300]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:18:57,692 - yago11k_0.001 - [INFO] - [E:358| 400]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:20:00,654 - yago11k_0.001 - [INFO] - [E:358| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:21:03,205 - yago11k_0.001 - [INFO] - [E:358| 600]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:21:03,205 - yago11k_0.001 - [INFO] - [Epoch:358]: Training Loss:0.001118
2023-06-20 00:21:03,420 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 00:21:15,435 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 00:21:27,298 - yago11k_0.001 - [INFO] - [Evaluating Epoch 358 valid]:
MRR: Tail : 0.4098, Head : 0.23, Avg : 0.3199
2023-06-20 00:21:27,299 - yago11k_0.001 - [INFO] - [Epoch 358]: Training Loss: 0.0011176, Valid MRR: 0.32657,
2023-06-20 00:21:27,934 - yago11k_0.001 - [INFO] - [E:359| 0]: Train Loss:0.0011412, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:22:30,928 - yago11k_0.001 - [INFO] - [E:359| 100]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:23:33,887 - yago11k_0.001 - [INFO] - [E:359| 200]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:24:36,847 - yago11k_0.001 - [INFO] - [E:359| 300]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:25:39,824 - yago11k_0.001 - [INFO] - [E:359| 400]: Train Loss:0.0011173, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:26:42,811 - yago11k_0.001 - [INFO] - [E:359| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:27:45,363 - yago11k_0.001 - [INFO] - [E:359| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:27:45,363 - yago11k_0.001 - [INFO] - [Epoch:359]: Training Loss:0.001117
2023-06-20 00:27:45,578 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 00:27:57,603 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 00:28:09,459 - yago11k_0.001 - [INFO] - [Evaluating Epoch 359 valid]:
MRR: Tail : 0.41218, Head : 0.22979, Avg : 0.32099
MR: Tail : 944.83, Head : 1251.4, Avg : 1098.1
Hit-1: Tail : 0.32954, Head : 0.18991, Avg : 0.25972
Hit-3: Tail : 0.45304, Head : 0.22729, Avg : 0.34016
Hit-10: Tail : 0.58169, Head : 0.30675, Avg : 0.44422
2023-06-20 00:28:09,460 - yago11k_0.001 - [INFO] - [Epoch 359]: Training Loss: 0.0011168, Valid MRR: 0.32657,
2023-06-20 00:28:10,095 - yago11k_0.001 - [INFO] - [E:360| 0]: Train Loss:0.0011327, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:29:13,067 - yago11k_0.001 - [INFO] - [E:360| 100]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:30:16,038 - yago11k_0.001 - [INFO] - [E:360| 200]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:31:19,001 - yago11k_0.001 - [INFO] - [E:360| 300]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:32:21,976 - yago11k_0.001 - [INFO] - [E:360| 400]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:33:24,943 - yago11k_0.001 - [INFO] - [E:360| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:34:27,476 - yago11k_0.001 - [INFO] - [E:360| 600]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:34:27,476 - yago11k_0.001 - [INFO] - [Epoch:360]: Training Loss:0.001117
2023-06-20 00:34:27,691 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 00:34:39,707 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 00:34:51,566 - yago11k_0.001 - [INFO] - [Evaluating Epoch 360 valid]:
MRR: Tail : 0.41293, Head : 0.23286, Avg : 0.3229
2023-06-20 00:34:51,567 - yago11k_0.001 - [INFO] - [Epoch 360]: Training Loss: 0.001117, Valid MRR: 0.32657,
2023-06-20 00:34:52,201 - yago11k_0.001 - [INFO] - [E:361| 0]: Train Loss:0.001104, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:35:55,172 - yago11k_0.001 - [INFO] - [E:361| 100]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:36:58,151 - yago11k_0.001 - [INFO] - [E:361| 200]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:38:01,110 - yago11k_0.001 - [INFO] - [E:361| 300]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:39:04,096 - yago11k_0.001 - [INFO] - [E:361| 400]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:40:07,075 - yago11k_0.001 - [INFO] - [E:361| 500]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:41:09,617 - yago11k_0.001 - [INFO] - [E:361| 600]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:41:09,617 - yago11k_0.001 - [INFO] - [Epoch:361]: Training Loss:0.001117
2023-06-20 00:41:09,831 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 00:41:21,853 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 00:41:33,716 - yago11k_0.001 - [INFO] - [Evaluating Epoch 361 valid]:
MRR: Tail : 0.41436, Head : 0.23048, Avg : 0.32242
2023-06-20 00:41:33,716 - yago11k_0.001 - [INFO] - [Epoch 361]: Training Loss: 0.0011169, Valid MRR: 0.32657,
2023-06-20 00:41:34,358 - yago11k_0.001 - [INFO] - [E:362| 0]: Train Loss:0.0011284, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:42:37,342 - yago11k_0.001 - [INFO] - [E:362| 100]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:43:40,309 - yago11k_0.001 - [INFO] - [E:362| 200]: Train Loss:0.001118, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:44:43,287 - yago11k_0.001 - [INFO] - [E:362| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:45:46,268 - yago11k_0.001 - [INFO] - [E:362| 400]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:46:49,266 - yago11k_0.001 - [INFO] - [E:362| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:47:51,814 - yago11k_0.001 - [INFO] - [E:362| 600]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:47:51,814 - yago11k_0.001 - [INFO] - [Epoch:362]: Training Loss:0.001117
2023-06-20 00:47:52,028 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 00:48:04,048 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 00:48:15,915 - yago11k_0.001 - [INFO] - [Evaluating Epoch 362 valid]:
MRR: Tail : 0.41276, Head : 0.23334, Avg : 0.32305
2023-06-20 00:48:15,915 - yago11k_0.001 - [INFO] - [Epoch 362]: Training Loss: 0.001117, Valid MRR: 0.32657,
2023-06-20 00:48:16,552 - yago11k_0.001 - [INFO] - [E:363| 0]: Train Loss:0.0011007, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:49:19,545 - yago11k_0.001 - [INFO] - [E:363| 100]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:50:22,527 - yago11k_0.001 - [INFO] - [E:363| 200]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:51:25,510 - yago11k_0.001 - [INFO] - [E:363| 300]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:52:28,493 - yago11k_0.001 - [INFO] - [E:363| 400]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:53:31,454 - yago11k_0.001 - [INFO] - [E:363| 500]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:54:34,013 - yago11k_0.001 - [INFO] - [E:363| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:54:34,013 - yago11k_0.001 - [INFO] - [Epoch:363]: Training Loss:0.001117
2023-06-20 00:54:34,227 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 00:54:46,244 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 00:54:58,110 - yago11k_0.001 - [INFO] - [Evaluating Epoch 363 valid]:
MRR: Tail : 0.41711, Head : 0.22958, Avg : 0.32335
2023-06-20 00:54:58,110 - yago11k_0.001 - [INFO] - [Epoch 363]: Training Loss: 0.0011168, Valid MRR: 0.32657,
2023-06-20 00:54:58,745 - yago11k_0.001 - [INFO] - [E:364| 0]: Train Loss:0.0010994, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:56:01,707 - yago11k_0.001 - [INFO] - [E:364| 100]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:57:04,682 - yago11k_0.001 - [INFO] - [E:364| 200]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:58:07,639 - yago11k_0.001 - [INFO] - [E:364| 300]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_0.001
2023-06-20 00:59:10,608 - yago11k_0.001 - [INFO] - [E:364| 400]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:00:13,584 - yago11k_0.001 - [INFO] - [E:364| 500]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:01:16,126 - yago11k_0.001 - [INFO] - [E:364| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:01:16,126 - yago11k_0.001 - [INFO] - [Epoch:364]: Training Loss:0.001117
2023-06-20 01:01:16,341 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 01:01:28,365 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 01:01:40,231 - yago11k_0.001 - [INFO] - [Evaluating Epoch 364 valid]:
MRR: Tail : 0.41231, Head : 0.231, Avg : 0.32165
2023-06-20 01:01:40,231 - yago11k_0.001 - [INFO] - [Epoch 364]: Training Loss: 0.0011168, Valid MRR: 0.32657,
2023-06-20 01:01:40,865 - yago11k_0.001 - [INFO] - [E:365| 0]: Train Loss:0.0011045, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:02:43,857 - yago11k_0.001 - [INFO] - [E:365| 100]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:03:46,823 - yago11k_0.001 - [INFO] - [E:365| 200]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:04:49,796 - yago11k_0.001 - [INFO] - [E:365| 300]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:05:52,759 - yago11k_0.001 - [INFO] - [E:365| 400]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:06:55,752 - yago11k_0.001 - [INFO] - [E:365| 500]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:07:58,290 - yago11k_0.001 - [INFO] - [E:365| 600]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:07:58,290 - yago11k_0.001 - [INFO] - [Epoch:365]: Training Loss:0.001117
2023-06-20 01:07:58,505 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 01:08:10,522 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 01:08:22,383 - yago11k_0.001 - [INFO] - [Evaluating Epoch 365 valid]:
MRR: Tail : 0.415, Head : 0.23095, Avg : 0.32298
2023-06-20 01:08:22,384 - yago11k_0.001 - [INFO] - [Epoch 365]: Training Loss: 0.0011167, Valid MRR: 0.32657,
2023-06-20 01:08:23,019 - yago11k_0.001 - [INFO] - [E:366| 0]: Train Loss:0.0010948, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:09:26,001 - yago11k_0.001 - [INFO] - [E:366| 100]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:10:28,964 - yago11k_0.001 - [INFO] - [E:366| 200]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:11:31,940 - yago11k_0.001 - [INFO] - [E:366| 300]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:12:34,906 - yago11k_0.001 - [INFO] - [E:366| 400]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:13:37,864 - yago11k_0.001 - [INFO] - [E:366| 500]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:14:40,415 - yago11k_0.001 - [INFO] - [E:366| 600]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:14:40,415 - yago11k_0.001 - [INFO] - [Epoch:366]: Training Loss:0.001117
2023-06-20 01:14:40,629 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 01:14:52,647 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 01:15:04,511 - yago11k_0.001 - [INFO] - [Evaluating Epoch 366 valid]:
MRR: Tail : 0.41757, Head : 0.23238, Avg : 0.32497
2023-06-20 01:15:04,512 - yago11k_0.001 - [INFO] - [Epoch 366]: Training Loss: 0.0011167, Valid MRR: 0.32657,
2023-06-20 01:15:05,147 - yago11k_0.001 - [INFO] - [E:367| 0]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:16:08,124 - yago11k_0.001 - [INFO] - [E:367| 100]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:17:11,101 - yago11k_0.001 - [INFO] - [E:367| 200]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:18:14,089 - yago11k_0.001 - [INFO] - [E:367| 300]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:19:17,078 - yago11k_0.001 - [INFO] - [E:367| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:20:20,069 - yago11k_0.001 - [INFO] - [E:367| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:21:22,647 - yago11k_0.001 - [INFO] - [E:367| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:21:22,647 - yago11k_0.001 - [INFO] - [Epoch:367]: Training Loss:0.001117
2023-06-20 01:21:22,862 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 01:21:34,881 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 01:21:46,757 - yago11k_0.001 - [INFO] - [Evaluating Epoch 367 valid]:
MRR: Tail : 0.40649, Head : 0.23067, Avg : 0.31858
2023-06-20 01:21:46,757 - yago11k_0.001 - [INFO] - [Epoch 367]: Training Loss: 0.0011168, Valid MRR: 0.32657,
2023-06-20 01:21:47,394 - yago11k_0.001 - [INFO] - [E:368| 0]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:22:50,378 - yago11k_0.001 - [INFO] - [E:368| 100]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:23:53,374 - yago11k_0.001 - [INFO] - [E:368| 200]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:24:56,365 - yago11k_0.001 - [INFO] - [E:368| 300]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:25:59,359 - yago11k_0.001 - [INFO] - [E:368| 400]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:27:02,339 - yago11k_0.001 - [INFO] - [E:368| 500]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:28:04,908 - yago11k_0.001 - [INFO] - [E:368| 600]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:28:04,908 - yago11k_0.001 - [INFO] - [Epoch:368]: Training Loss:0.001116
2023-06-20 01:28:05,124 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 01:28:17,163 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 01:28:29,045 - yago11k_0.001 - [INFO] - [Evaluating Epoch 368 valid]:
MRR: Tail : 0.41144, Head : 0.23028, Avg : 0.32086
2023-06-20 01:28:29,045 - yago11k_0.001 - [INFO] - [Epoch 368]: Training Loss: 0.0011164, Valid MRR: 0.32657,
2023-06-20 01:28:29,688 - yago11k_0.001 - [INFO] - [E:369| 0]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:29:32,706 - yago11k_0.001 - [INFO] - [E:369| 100]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:30:35,740 - yago11k_0.001 - [INFO] - [E:369| 200]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:31:38,811 - yago11k_0.001 - [INFO] - [E:369| 300]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:32:41,915 - yago11k_0.001 - [INFO] - [E:369| 400]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:33:45,009 - yago11k_0.001 - [INFO] - [E:369| 500]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:34:47,643 - yago11k_0.001 - [INFO] - [E:369| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:34:47,643 - yago11k_0.001 - [INFO] - [Epoch:369]: Training Loss:0.001117
2023-06-20 01:34:47,857 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 01:34:59,890 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 01:35:11,773 - yago11k_0.001 - [INFO] - [Evaluating Epoch 369 valid]:
MRR: Tail : 0.41279, Head : 0.23144, Avg : 0.32211
MR: Tail : 914.6, Head : 1273.5, Avg : 1094.0
Hit-1: Tail : 0.33398, Head : 0.19325, Avg : 0.26361
Hit-3: Tail : 0.44193, Head : 0.23104, Avg : 0.33648
Hit-10: Tail : 0.57849, Head : 0.30675, Avg : 0.44262
2023-06-20 01:35:11,773 - yago11k_0.001 - [INFO] - [Epoch 369]: Training Loss: 0.0011168, Valid MRR: 0.32657,
2023-06-20 01:35:12,411 - yago11k_0.001 - [INFO] - [E:370| 0]: Train Loss:0.0011417, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:36:15,510 - yago11k_0.001 - [INFO] - [E:370| 100]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:37:18,616 - yago11k_0.001 - [INFO] - [E:370| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:38:21,712 - yago11k_0.001 - [INFO] - [E:370| 300]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:39:24,798 - yago11k_0.001 - [INFO] - [E:370| 400]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:40:27,894 - yago11k_0.001 - [INFO] - [E:370| 500]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:41:30,570 - yago11k_0.001 - [INFO] - [E:370| 600]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:41:30,571 - yago11k_0.001 - [INFO] - [Epoch:370]: Training Loss:0.001116
2023-06-20 01:41:30,786 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 01:41:42,829 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 01:41:54,711 - yago11k_0.001 - [INFO] - [Evaluating Epoch 370 valid]:
MRR: Tail : 0.40824, Head : 0.23469, Avg : 0.32147
2023-06-20 01:41:54,712 - yago11k_0.001 - [INFO] - [Epoch 370]: Training Loss: 0.0011163, Valid MRR: 0.32657,
2023-06-20 01:41:55,347 - yago11k_0.001 - [INFO] - [E:371| 0]: Train Loss:0.0011028, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:42:58,464 - yago11k_0.001 - [INFO] - [E:371| 100]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:44:01,554 - yago11k_0.001 - [INFO] - [E:371| 200]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:45:04,669 - yago11k_0.001 - [INFO] - [E:371| 300]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:46:07,771 - yago11k_0.001 - [INFO] - [E:371| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:47:10,887 - yago11k_0.001 - [INFO] - [E:371| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:48:13,573 - yago11k_0.001 - [INFO] - [E:371| 600]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:48:13,573 - yago11k_0.001 - [INFO] - [Epoch:371]: Training Loss:0.001116
2023-06-20 01:48:13,787 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 01:48:25,824 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 01:48:37,714 - yago11k_0.001 - [INFO] - [Evaluating Epoch 371 valid]:
MRR: Tail : 0.41467, Head : 0.23125, Avg : 0.32296
2023-06-20 01:48:37,714 - yago11k_0.001 - [INFO] - [Epoch 371]: Training Loss: 0.0011163, Valid MRR: 0.32657,
2023-06-20 01:48:38,352 - yago11k_0.001 - [INFO] - [E:372| 0]: Train Loss:0.0011062, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:49:41,454 - yago11k_0.001 - [INFO] - [E:372| 100]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:50:44,574 - yago11k_0.001 - [INFO] - [E:372| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:51:47,708 - yago11k_0.001 - [INFO] - [E:372| 300]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:52:50,821 - yago11k_0.001 - [INFO] - [E:372| 400]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:53:53,929 - yago11k_0.001 - [INFO] - [E:372| 500]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:54:56,606 - yago11k_0.001 - [INFO] - [E:372| 600]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:54:56,607 - yago11k_0.001 - [INFO] - [Epoch:372]: Training Loss:0.001117
2023-06-20 01:54:56,821 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 01:55:08,856 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 01:55:20,743 - yago11k_0.001 - [INFO] - [Evaluating Epoch 372 valid]:
MRR: Tail : 0.40964, Head : 0.22971, Avg : 0.31967
2023-06-20 01:55:20,743 - yago11k_0.001 - [INFO] - [Epoch 372]: Training Loss: 0.0011165, Valid MRR: 0.32657,
2023-06-20 01:55:21,381 - yago11k_0.001 - [INFO] - [E:373| 0]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:56:24,504 - yago11k_0.001 - [INFO] - [E:373| 100]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:57:27,607 - yago11k_0.001 - [INFO] - [E:373| 200]: Train Loss:0.001117, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:58:30,722 - yago11k_0.001 - [INFO] - [E:373| 300]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_0.001
2023-06-20 01:59:33,829 - yago11k_0.001 - [INFO] - [E:373| 400]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:00:36,928 - yago11k_0.001 - [INFO] - [E:373| 500]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:01:39,637 - yago11k_0.001 - [INFO] - [E:373| 600]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:01:39,638 - yago11k_0.001 - [INFO] - [Epoch:373]: Training Loss:0.001116
2023-06-20 02:01:39,851 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 02:01:51,888 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 02:02:03,770 - yago11k_0.001 - [INFO] - [Evaluating Epoch 373 valid]:
MRR: Tail : 0.40749, Head : 0.23339, Avg : 0.32044
2023-06-20 02:02:03,770 - yago11k_0.001 - [INFO] - [Epoch 373]: Training Loss: 0.0011162, Valid MRR: 0.32657,
2023-06-20 02:02:04,410 - yago11k_0.001 - [INFO] - [E:374| 0]: Train Loss:0.001139, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:03:07,536 - yago11k_0.001 - [INFO] - [E:374| 100]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:04:10,657 - yago11k_0.001 - [INFO] - [E:374| 200]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:05:13,771 - yago11k_0.001 - [INFO] - [E:374| 300]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:06:16,896 - yago11k_0.001 - [INFO] - [E:374| 400]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:07:20,044 - yago11k_0.001 - [INFO] - [E:374| 500]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:08:22,746 - yago11k_0.001 - [INFO] - [E:374| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:08:22,746 - yago11k_0.001 - [INFO] - [Epoch:374]: Training Loss:0.001116
2023-06-20 02:08:22,960 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 02:08:35,003 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 02:08:46,886 - yago11k_0.001 - [INFO] - [Evaluating Epoch 374 valid]:
MRR: Tail : 0.40974, Head : 0.23395, Avg : 0.32185
2023-06-20 02:08:46,886 - yago11k_0.001 - [INFO] - [Epoch 374]: Training Loss: 0.001116, Valid MRR: 0.32657,
2023-06-20 02:08:47,527 - yago11k_0.001 - [INFO] - [E:375| 0]: Train Loss:0.0011099, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:09:50,665 - yago11k_0.001 - [INFO] - [E:375| 100]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:10:53,779 - yago11k_0.001 - [INFO] - [E:375| 200]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:11:56,923 - yago11k_0.001 - [INFO] - [E:375| 300]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:13:00,058 - yago11k_0.001 - [INFO] - [E:375| 400]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:14:03,215 - yago11k_0.001 - [INFO] - [E:375| 500]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:15:05,929 - yago11k_0.001 - [INFO] - [E:375| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:15:05,930 - yago11k_0.001 - [INFO] - [Epoch:375]: Training Loss:0.001116
2023-06-20 02:15:06,144 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 02:15:18,183 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 02:15:30,069 - yago11k_0.001 - [INFO] - [Evaluating Epoch 375 valid]:
MRR: Tail : 0.41413, Head : 0.23002, Avg : 0.32207
2023-06-20 02:15:30,069 - yago11k_0.001 - [INFO] - [Epoch 375]: Training Loss: 0.001116, Valid MRR: 0.32657,
2023-06-20 02:15:30,704 - yago11k_0.001 - [INFO] - [E:376| 0]: Train Loss:0.0010914, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:16:33,853 - yago11k_0.001 - [INFO] - [E:376| 100]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:17:36,977 - yago11k_0.001 - [INFO] - [E:376| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:18:40,122 - yago11k_0.001 - [INFO] - [E:376| 300]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:19:43,271 - yago11k_0.001 - [INFO] - [E:376| 400]: Train Loss:0.001115, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:20:46,420 - yago11k_0.001 - [INFO] - [E:376| 500]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:21:49,119 - yago11k_0.001 - [INFO] - [E:376| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:21:49,119 - yago11k_0.001 - [INFO] - [Epoch:376]: Training Loss:0.001116
2023-06-20 02:21:49,333 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 02:22:01,373 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 02:22:13,259 - yago11k_0.001 - [INFO] - [Evaluating Epoch 376 valid]:
MRR: Tail : 0.41648, Head : 0.23012, Avg : 0.3233
2023-06-20 02:22:13,259 - yago11k_0.001 - [INFO] - [Epoch 376]: Training Loss: 0.001116, Valid MRR: 0.32657,
2023-06-20 02:22:13,898 - yago11k_0.001 - [INFO] - [E:377| 0]: Train Loss:0.0011053, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:23:17,041 - yago11k_0.001 - [INFO] - [E:377| 100]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:24:20,169 - yago11k_0.001 - [INFO] - [E:377| 200]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:25:23,318 - yago11k_0.001 - [INFO] - [E:377| 300]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:26:26,444 - yago11k_0.001 - [INFO] - [E:377| 400]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:27:29,589 - yago11k_0.001 - [INFO] - [E:377| 500]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:28:32,300 - yago11k_0.001 - [INFO] - [E:377| 600]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:28:32,300 - yago11k_0.001 - [INFO] - [Epoch:377]: Training Loss:0.001116
2023-06-20 02:28:32,514 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 02:28:44,557 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 02:28:56,445 - yago11k_0.001 - [INFO] - [Evaluating Epoch 377 valid]:
MRR: Tail : 0.41315, Head : 0.23024, Avg : 0.3217
2023-06-20 02:28:56,445 - yago11k_0.001 - [INFO] - [Epoch 377]: Training Loss: 0.0011158, Valid MRR: 0.32657,
2023-06-20 02:28:57,084 - yago11k_0.001 - [INFO] - [E:378| 0]: Train Loss:0.0011095, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:30:00,246 - yago11k_0.001 - [INFO] - [E:378| 100]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:31:03,403 - yago11k_0.001 - [INFO] - [E:378| 200]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:32:06,568 - yago11k_0.001 - [INFO] - [E:378| 300]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:33:09,723 - yago11k_0.001 - [INFO] - [E:378| 400]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:34:12,873 - yago11k_0.001 - [INFO] - [E:378| 500]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:35:15,601 - yago11k_0.001 - [INFO] - [E:378| 600]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:35:15,601 - yago11k_0.001 - [INFO] - [Epoch:378]: Training Loss:0.001116
2023-06-20 02:35:15,816 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 02:35:27,854 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 02:35:39,743 - yago11k_0.001 - [INFO] - [Evaluating Epoch 378 valid]:
MRR: Tail : 0.41535, Head : 0.23172, Avg : 0.32353
2023-06-20 02:35:39,743 - yago11k_0.001 - [INFO] - [Epoch 378]: Training Loss: 0.0011157, Valid MRR: 0.32657,
2023-06-20 02:35:40,381 - yago11k_0.001 - [INFO] - [E:379| 0]: Train Loss:0.0010991, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:36:43,531 - yago11k_0.001 - [INFO] - [E:379| 100]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:37:46,686 - yago11k_0.001 - [INFO] - [E:379| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:38:49,839 - yago11k_0.001 - [INFO] - [E:379| 300]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:39:52,994 - yago11k_0.001 - [INFO] - [E:379| 400]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:40:56,158 - yago11k_0.001 - [INFO] - [E:379| 500]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:41:58,858 - yago11k_0.001 - [INFO] - [E:379| 600]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:41:58,859 - yago11k_0.001 - [INFO] - [Epoch:379]: Training Loss:0.001116
2023-06-20 02:41:59,073 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 02:42:11,115 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 02:42:23,003 - yago11k_0.001 - [INFO] - [Evaluating Epoch 379 valid]:
MRR: Tail : 0.41024, Head : 0.23087, Avg : 0.32055
MR: Tail : 922.83, Head : 1248.5, Avg : 1085.7
Hit-1: Tail : 0.32662, Head : 0.19228, Avg : 0.25945
Hit-3: Tail : 0.44804, Head : 0.22895, Avg : 0.3385
Hit-10: Tail : 0.57766, Head : 0.3037, Avg : 0.44068
2023-06-20 02:42:23,003 - yago11k_0.001 - [INFO] - [Epoch 379]: Training Loss: 0.0011163, Valid MRR: 0.32657,
2023-06-20 02:42:23,643 - yago11k_0.001 - [INFO] - [E:380| 0]: Train Loss:0.0011287, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:43:26,799 - yago11k_0.001 - [INFO] - [E:380| 100]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:44:29,934 - yago11k_0.001 - [INFO] - [E:380| 200]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:45:33,068 - yago11k_0.001 - [INFO] - [E:380| 300]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:46:36,240 - yago11k_0.001 - [INFO] - [E:380| 400]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:47:39,391 - yago11k_0.001 - [INFO] - [E:380| 500]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:48:42,111 - yago11k_0.001 - [INFO] - [E:380| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:48:42,111 - yago11k_0.001 - [INFO] - [Epoch:380]: Training Loss:0.001116
2023-06-20 02:48:42,325 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 02:48:54,365 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 02:49:06,255 - yago11k_0.001 - [INFO] - [Evaluating Epoch 380 valid]:
MRR: Tail : 0.41166, Head : 0.23057, Avg : 0.32111
2023-06-20 02:49:06,255 - yago11k_0.001 - [INFO] - [Epoch 380]: Training Loss: 0.001116, Valid MRR: 0.32657,
2023-06-20 02:49:06,894 - yago11k_0.001 - [INFO] - [E:381| 0]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:50:10,027 - yago11k_0.001 - [INFO] - [E:381| 100]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:51:13,181 - yago11k_0.001 - [INFO] - [E:381| 200]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:52:16,328 - yago11k_0.001 - [INFO] - [E:381| 300]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:53:19,459 - yago11k_0.001 - [INFO] - [E:381| 400]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:54:22,579 - yago11k_0.001 - [INFO] - [E:381| 500]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:55:25,270 - yago11k_0.001 - [INFO] - [E:381| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:55:25,270 - yago11k_0.001 - [INFO] - [Epoch:381]: Training Loss:0.001116
2023-06-20 02:55:25,484 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 02:55:37,528 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 02:55:49,414 - yago11k_0.001 - [INFO] - [Evaluating Epoch 381 valid]:
MRR: Tail : 0.40928, Head : 0.2295, Avg : 0.31939
2023-06-20 02:55:49,414 - yago11k_0.001 - [INFO] - [Epoch 381]: Training Loss: 0.001116, Valid MRR: 0.32657,
2023-06-20 02:55:50,051 - yago11k_0.001 - [INFO] - [E:382| 0]: Train Loss:0.0011336, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:56:53,165 - yago11k_0.001 - [INFO] - [E:382| 100]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:57:56,251 - yago11k_0.001 - [INFO] - [E:382| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001
2023-06-20 02:58:59,351 - yago11k_0.001 - [INFO] - [E:382| 300]: Train Loss:0.001115, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:00:02,468 - yago11k_0.001 - [INFO] - [E:382| 400]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:01:05,575 - yago11k_0.001 - [INFO] - [E:382| 500]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:02:08,282 - yago11k_0.001 - [INFO] - [E:382| 600]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:02:08,282 - yago11k_0.001 - [INFO] - [Epoch:382]: Training Loss:0.001116
2023-06-20 03:02:08,498 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 03:02:20,528 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 03:02:32,407 - yago11k_0.001 - [INFO] - [Evaluating Epoch 382 valid]:
MRR: Tail : 0.40713, Head : 0.23205, Avg : 0.31959
2023-06-20 03:02:32,407 - yago11k_0.001 - [INFO] - [Epoch 382]: Training Loss: 0.0011158, Valid MRR: 0.32657,
2023-06-20 03:02:33,044 - yago11k_0.001 - [INFO] - [E:383| 0]: Train Loss:0.0011065, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:03:36,154 - yago11k_0.001 - [INFO] - [E:383| 100]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:04:39,251 - yago11k_0.001 - [INFO] - [E:383| 200]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:05:42,366 - yago11k_0.001 - [INFO] - [E:383| 300]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:06:45,481 - yago11k_0.001 - [INFO] - [E:383| 400]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:07:48,607 - yago11k_0.001 - [INFO] - [E:383| 500]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:08:51,316 - yago11k_0.001 - [INFO] - [E:383| 600]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:08:51,316 - yago11k_0.001 - [INFO] - [Epoch:383]: Training Loss:0.001116
2023-06-20 03:08:51,532 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 03:09:03,568 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 03:09:15,449 - yago11k_0.001 - [INFO] - [Evaluating Epoch 383 valid]:
MRR: Tail : 0.40872, Head : 0.23101, Avg : 0.31986
2023-06-20 03:09:15,449 - yago11k_0.001 - [INFO] - [Epoch 383]: Training Loss: 0.0011161, Valid MRR: 0.32657,
2023-06-20 03:09:16,087 - yago11k_0.001 - [INFO] - [E:384| 0]: Train Loss:0.0011007, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:10:19,202 - yago11k_0.001 - [INFO] - [E:384| 100]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:11:22,331 - yago11k_0.001 - [INFO] - [E:384| 200]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:12:25,457 - yago11k_0.001 - [INFO] - [E:384| 300]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:13:28,599 - yago11k_0.001 - [INFO] - [E:384| 400]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:14:31,710 - yago11k_0.001 - [INFO] - [E:384| 500]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:15:34,420 - yago11k_0.001 - [INFO] - [E:384| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:15:34,420 - yago11k_0.001 - [INFO] - [Epoch:384]: Training Loss:0.001116
2023-06-20 03:15:34,635 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 03:15:46,674 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 03:15:58,559 - yago11k_0.001 - [INFO] - [Evaluating Epoch 384 valid]:
MRR: Tail : 0.4087, Head : 0.23021, Avg : 0.31945
2023-06-20 03:15:58,559 - yago11k_0.001 - [INFO] - [Epoch 384]: Training Loss: 0.001116, Valid MRR: 0.32657,
2023-06-20 03:15:59,195 - yago11k_0.001 - [INFO] - [E:385| 0]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:17:02,333 - yago11k_0.001 - [INFO] - [E:385| 100]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:18:05,457 - yago11k_0.001 - [INFO] - [E:385| 200]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:19:08,590 - yago11k_0.001 - [INFO] - [E:385| 300]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:20:11,732 - yago11k_0.001 - [INFO] - [E:385| 400]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:21:14,872 - yago11k_0.001 - [INFO] - [E:385| 500]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:22:17,587 - yago11k_0.001 - [INFO] - [E:385| 600]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:22:17,588 - yago11k_0.001 - [INFO] - [Epoch:385]: Training Loss:0.001115
2023-06-20 03:22:17,801 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 03:22:29,845 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 03:22:41,734 - yago11k_0.001 - [INFO] - [Evaluating Epoch 385 valid]:
MRR: Tail : 0.41237, Head : 0.23126, Avg : 0.32181
2023-06-20 03:22:41,735 - yago11k_0.001 - [INFO] - [Epoch 385]: Training Loss: 0.0011154, Valid MRR: 0.32657,
2023-06-20 03:22:42,370 - yago11k_0.001 - [INFO] - [E:386| 0]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:23:45,513 - yago11k_0.001 - [INFO] - [E:386| 100]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:24:48,680 - yago11k_0.001 - [INFO] - [E:386| 200]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:25:51,865 - yago11k_0.001 - [INFO] - [E:386| 300]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:26:55,043 - yago11k_0.001 - [INFO] - [E:386| 400]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:27:58,223 - yago11k_0.001 - [INFO] - [E:386| 500]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:29:00,940 - yago11k_0.001 - [INFO] - [E:386| 600]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:29:00,940 - yago11k_0.001 - [INFO] - [Epoch:386]: Training Loss:0.001115
2023-06-20 03:29:01,155 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 03:29:13,200 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 03:29:25,085 - yago11k_0.001 - [INFO] - [Evaluating Epoch 386 valid]:
MRR: Tail : 0.40296, Head : 0.23105, Avg : 0.31701
2023-06-20 03:29:25,086 - yago11k_0.001 - [INFO] - [Epoch 386]: Training Loss: 0.0011151, Valid MRR: 0.32657,
2023-06-20 03:29:25,722 - yago11k_0.001 - [INFO] - [E:387| 0]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:30:28,900 - yago11k_0.001 - [INFO] - [E:387| 100]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:31:32,065 - yago11k_0.001 - [INFO] - [E:387| 200]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:32:35,236 - yago11k_0.001 - [INFO] - [E:387| 300]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:33:38,394 - yago11k_0.001 - [INFO] - [E:387| 400]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:34:41,558 - yago11k_0.001 - [INFO] - [E:387| 500]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:35:44,296 - yago11k_0.001 - [INFO] - [E:387| 600]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:35:44,296 - yago11k_0.001 - [INFO] - [Epoch:387]: Training Loss:0.001115
2023-06-20 03:35:44,510 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 03:35:56,564 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 03:36:08,454 - yago11k_0.001 - [INFO] - [Evaluating Epoch 387 valid]:
MRR: Tail : 0.41765, Head : 0.23145, Avg : 0.32455
2023-06-20 03:36:08,454 - yago11k_0.001 - [INFO] - [Epoch 387]: Training Loss: 0.0011155, Valid MRR: 0.32657,
2023-06-20 03:36:09,095 - yago11k_0.001 - [INFO] - [E:388| 0]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:37:12,258 - yago11k_0.001 - [INFO] - [E:388| 100]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:38:15,423 - yago11k_0.001 - [INFO] - [E:388| 200]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:39:18,595 - yago11k_0.001 - [INFO] - [E:388| 300]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:40:21,744 - yago11k_0.001 - [INFO] - [E:388| 400]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:41:24,922 - yago11k_0.001 - [INFO] - [E:388| 500]: Train Loss:0.001115, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:42:27,651 - yago11k_0.001 - [INFO] - [E:388| 600]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:42:27,651 - yago11k_0.001 - [INFO] - [Epoch:388]: Training Loss:0.001115
2023-06-20 03:42:27,866 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 03:42:39,912 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 03:42:51,804 - yago11k_0.001 - [INFO] - [Evaluating Epoch 388 valid]:
MRR: Tail : 0.40451, Head : 0.23165, Avg : 0.31808
2023-06-20 03:42:51,805 - yago11k_0.001 - [INFO] - [Epoch 388]: Training Loss: 0.0011152, Valid MRR: 0.32657,
2023-06-20 03:42:52,445 - yago11k_0.001 - [INFO] - [E:389| 0]: Train Loss:0.0011047, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:43:55,609 - yago11k_0.001 - [INFO] - [E:389| 100]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:44:58,789 - yago11k_0.001 - [INFO] - [E:389| 200]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:46:01,951 - yago11k_0.001 - [INFO] - [E:389| 300]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:47:05,122 - yago11k_0.001 - [INFO] - [E:389| 400]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:48:08,288 - yago11k_0.001 - [INFO] - [E:389| 500]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:49:11,011 - yago11k_0.001 - [INFO] - [E:389| 600]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:49:11,011 - yago11k_0.001 - [INFO] - [Epoch:389]: Training Loss:0.001115
2023-06-20 03:49:11,225 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 03:49:23,271 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 03:49:35,158 - yago11k_0.001 - [INFO] - [Evaluating Epoch 389 valid]:
MRR: Tail : 0.41406, Head : 0.22752, Avg : 0.32079
MR: Tail : 904.04, Head : 1261.0, Avg : 1082.5
Hit-1: Tail : 0.33259, Head : 0.18866, Avg : 0.26063
Hit-3: Tail : 0.45026, Head : 0.22645, Avg : 0.33836
Hit-10: Tail : 0.57335, Head : 0.298, Avg : 0.43568
2023-06-20 03:49:35,159 - yago11k_0.001 - [INFO] - [Epoch 389]: Training Loss: 0.0011153, Valid MRR: 0.32657,
2023-06-20 03:49:35,801 - yago11k_0.001 - [INFO] - [E:390| 0]: Train Loss:0.001123, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:50:38,964 - yago11k_0.001 - [INFO] - [E:390| 100]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:51:42,127 - yago11k_0.001 - [INFO] - [E:390| 200]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:52:45,308 - yago11k_0.001 - [INFO] - [E:390| 300]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:53:48,463 - yago11k_0.001 - [INFO] - [E:390| 400]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:54:51,603 - yago11k_0.001 - [INFO] - [E:390| 500]: Train Loss:0.001115, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:55:54,344 - yago11k_0.001 - [INFO] - [E:390| 600]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:55:54,345 - yago11k_0.001 - [INFO] - [Epoch:390]: Training Loss:0.001115
2023-06-20 03:55:54,559 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 03:56:06,608 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 03:56:18,496 - yago11k_0.001 - [INFO] - [Evaluating Epoch 390 valid]:
MRR: Tail : 0.4121, Head : 0.23131, Avg : 0.32171
2023-06-20 03:56:18,496 - yago11k_0.001 - [INFO] - [Epoch 390]: Training Loss: 0.0011153, Valid MRR: 0.32657,
2023-06-20 03:56:19,139 - yago11k_0.001 - [INFO] - [E:391| 0]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:57:22,312 - yago11k_0.001 - [INFO] - [E:391| 100]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:58:25,468 - yago11k_0.001 - [INFO] - [E:391| 200]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_0.001
2023-06-20 03:59:28,639 - yago11k_0.001 - [INFO] - [E:391| 300]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:00:31,804 - yago11k_0.001 - [INFO] - [E:391| 400]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:01:34,990 - yago11k_0.001 - [INFO] - [E:391| 500]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:02:37,717 - yago11k_0.001 - [INFO] - [E:391| 600]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:02:37,717 - yago11k_0.001 - [INFO] - [Epoch:391]: Training Loss:0.001115
2023-06-20 04:02:37,932 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 04:02:49,985 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 04:03:01,870 - yago11k_0.001 - [INFO] - [Evaluating Epoch 391 valid]:
MRR: Tail : 0.41412, Head : 0.23184, Avg : 0.32298
2023-06-20 04:03:01,870 - yago11k_0.001 - [INFO] - [Epoch 391]: Training Loss: 0.0011152, Valid MRR: 0.32657,
2023-06-20 04:03:02,509 - yago11k_0.001 - [INFO] - [E:392| 0]: Train Loss:0.0011031, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:04:05,681 - yago11k_0.001 - [INFO] - [E:392| 100]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:05:08,821 - yago11k_0.001 - [INFO] - [E:392| 200]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:06:11,971 - yago11k_0.001 - [INFO] - [E:392| 300]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:07:15,143 - yago11k_0.001 - [INFO] - [E:392| 400]: Train Loss:0.001115, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:08:18,311 - yago11k_0.001 - [INFO] - [E:392| 500]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:09:21,059 - yago11k_0.001 - [INFO] - [E:392| 600]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:09:21,059 - yago11k_0.001 - [INFO] - [Epoch:392]: Training Loss:0.001115
2023-06-20 04:09:21,274 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 04:09:33,326 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 04:09:45,208 - yago11k_0.001 - [INFO] - [Evaluating Epoch 392 valid]:
MRR: Tail : 0.41518, Head : 0.23012, Avg : 0.32265
2023-06-20 04:09:45,208 - yago11k_0.001 - [INFO] - [Epoch 392]: Training Loss: 0.0011153, Valid MRR: 0.32657,
2023-06-20 04:09:45,846 - yago11k_0.001 - [INFO] - [E:393| 0]: Train Loss:0.0011295, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:10:49,017 - yago11k_0.001 - [INFO] - [E:393| 100]: Train Loss:0.001114, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:11:52,178 - yago11k_0.001 - [INFO] - [E:393| 200]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:12:55,333 - yago11k_0.001 - [INFO] - [E:393| 300]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:13:58,492 - yago11k_0.001 - [INFO] - [E:393| 400]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:15:01,643 - yago11k_0.001 - [INFO] - [E:393| 500]: Train Loss:0.001115, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:16:04,409 - yago11k_0.001 - [INFO] - [E:393| 600]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:16:04,409 - yago11k_0.001 - [INFO] - [Epoch:393]: Training Loss:0.001116
2023-06-20 04:16:04,624 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 04:16:16,677 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 04:16:28,565 - yago11k_0.001 - [INFO] - [Evaluating Epoch 393 valid]:
MRR: Tail : 0.41122, Head : 0.23272, Avg : 0.32197
2023-06-20 04:16:28,566 - yago11k_0.001 - [INFO] - [Epoch 393]: Training Loss: 0.0011155, Valid MRR: 0.32657,
2023-06-20 04:16:29,203 - yago11k_0.001 - [INFO] - [E:394| 0]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:17:32,393 - yago11k_0.001 - [INFO] - [E:394| 100]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:18:35,556 - yago11k_0.001 - [INFO] - [E:394| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:19:38,718 - yago11k_0.001 - [INFO] - [E:394| 300]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:20:41,916 - yago11k_0.001 - [INFO] - [E:394| 400]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:21:45,101 - yago11k_0.001 - [INFO] - [E:394| 500]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:22:47,845 - yago11k_0.001 - [INFO] - [E:394| 600]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:22:47,845 - yago11k_0.001 - [INFO] - [Epoch:394]: Training Loss:0.001115
2023-06-20 04:22:48,060 - yago11k_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_0.001
2023-06-20 04:23:00,121 - yago11k_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_0.001
2023-06-20 04:23:12,009 - yago11k_0.001 - [INFO] - [Evaluating Epoch 394 valid]:
MRR: Tail : 0.41317, Head : 0.23411, Avg : 0.32364
2023-06-20 04:23:12,010 - yago11k_0.001 - [INFO] - [Epoch 394]: Training Loss: 0.0011153, Valid MRR: 0.32657,
2023-06-20 04:23:12,647 - yago11k_0.001 - [INFO] - [E:395| 0]: Train Loss:0.0010891, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:24:16,393 - yago11k_0.001 - [INFO] - [E:395| 100]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:25:20,343 - yago11k_0.001 - [INFO] - [E:395| 200]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:26:24,031 - yago11k_0.001 - [INFO] - [E:395| 300]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_0.001
2023-06-20 04:27:27,756 - yago11k_0.001 - [INFO] - [E:395| 400]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_0.001
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