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Thesis/log/yago11k_both_0.001

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update viz util
2023-06-24 04:11:17 +00:00
2023-06-20 04:23:30,277 - yago11k_both_0.001 - [INFO] - {'dataset': 'yago11k_both', 'name': 'yago11k_both_0.001', 'gpu': '-1', '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}
2023-06-20 04:23:48,665 - yago11k_both_0.001 - [INFO] - [E:0| 0]: Train Loss:0.69848, Val MRR:0.0, yago11k_both_0.001
2023-06-20 04:28:02,237 - yago11k_both_0.001 - [INFO] - {'dataset': 'yago11k_both', 'name': 'yago11k_both_0.001', 'gpu': '1', '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}
2023-06-20 04:28:07,787 - yago11k_both_0.001 - [INFO] - [E:0| 0]: Train Loss:0.69844, Val MRR:0.0, yago11k_both_0.001
2023-06-20 04:29:10,705 - yago11k_both_0.001 - [INFO] - [E:0| 100]: Train Loss:0.053713, Val MRR:0.0, yago11k_both_0.001
2023-06-20 04:30:13,672 - yago11k_both_0.001 - [INFO] - [E:0| 200]: Train Loss:0.028861, Val MRR:0.0, yago11k_both_0.001
2023-06-20 04:31:16,637 - yago11k_both_0.001 - [INFO] - [E:0| 300]: Train Loss:0.020202, Val MRR:0.0, yago11k_both_0.001
2023-06-20 04:32:19,607 - yago11k_both_0.001 - [INFO] - [E:0| 400]: Train Loss:0.015778, Val MRR:0.0, yago11k_both_0.001
2023-06-20 04:33:22,566 - yago11k_both_0.001 - [INFO] - [E:0| 500]: Train Loss:0.013086, Val MRR:0.0, yago11k_both_0.001
2023-06-20 04:34:25,108 - yago11k_both_0.001 - [INFO] - [E:0| 600]: Train Loss:0.011286, Val MRR:0.0, yago11k_both_0.001
2023-06-20 04:34:25,108 - yago11k_both_0.001 - [INFO] - [Epoch:0]: Training Loss:0.01129
2023-06-20 04:34:25,323 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 04:34:37,337 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 04:34:49,164 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 0 valid]:
MRR: Tail : 0.07255, Head : 0.00078, Avg : 0.03667
2023-06-20 04:34:50,143 - yago11k_both_0.001 - [INFO] - [Epoch 0]: Training Loss: 0.011286, Valid MRR: 0.03667,
2023-06-20 04:34:50,789 - yago11k_both_0.001 - [INFO] - [E:1| 0]: Train Loss:0.0020751, Val MRR:0.03667, yago11k_both_0.001
2023-06-20 04:35:53,687 - yago11k_both_0.001 - [INFO] - [E:1| 100]: Train Loss:0.0022028, Val MRR:0.03667, yago11k_both_0.001
2023-06-20 04:36:56,591 - yago11k_both_0.001 - [INFO] - [E:1| 200]: Train Loss:0.002189, Val MRR:0.03667, yago11k_both_0.001
2023-06-20 04:37:59,457 - yago11k_both_0.001 - [INFO] - [E:1| 300]: Train Loss:0.0021819, Val MRR:0.03667, yago11k_both_0.001
2023-06-20 04:39:02,323 - yago11k_both_0.001 - [INFO] - [E:1| 400]: Train Loss:0.0021768, Val MRR:0.03667, yago11k_both_0.001
2023-06-20 04:40:05,162 - yago11k_both_0.001 - [INFO] - [E:1| 500]: Train Loss:0.0021714, Val MRR:0.03667, yago11k_both_0.001
2023-06-20 04:41:07,613 - yago11k_both_0.001 - [INFO] - [E:1| 600]: Train Loss:0.0021706, Val MRR:0.03667, yago11k_both_0.001
2023-06-20 04:41:07,614 - yago11k_both_0.001 - [INFO] - [Epoch:1]: Training Loss:0.002171
2023-06-20 04:41:07,827 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 04:41:19,808 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 04:41:31,622 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 1 valid]:
MRR: Tail : 0.07071, Head : 0.00134, Avg : 0.03602
2023-06-20 04:41:31,622 - yago11k_both_0.001 - [INFO] - [Epoch 1]: Training Loss: 0.0021706, Valid MRR: 0.03667,
2023-06-20 04:41:32,257 - yago11k_both_0.001 - [INFO] - [E:2| 0]: Train Loss:0.0022381, Val MRR:0.03667, yago11k_both_0.001
2023-06-20 04:42:35,009 - yago11k_both_0.001 - [INFO] - [E:2| 100]: Train Loss:0.0021337, Val MRR:0.03667, yago11k_both_0.001
2023-06-20 04:43:37,765 - yago11k_both_0.001 - [INFO] - [E:2| 200]: Train Loss:0.0021456, Val MRR:0.03667, yago11k_both_0.001
2023-06-20 04:44:40,566 - yago11k_both_0.001 - [INFO] - [E:2| 300]: Train Loss:0.0021526, Val MRR:0.03667, yago11k_both_0.001
2023-06-20 04:45:43,366 - yago11k_both_0.001 - [INFO] - [E:2| 400]: Train Loss:0.0021472, Val MRR:0.03667, yago11k_both_0.001
2023-06-20 04:46:46,163 - yago11k_both_0.001 - [INFO] - [E:2| 500]: Train Loss:0.0021453, Val MRR:0.03667, yago11k_both_0.001
2023-06-20 04:47:48,528 - yago11k_both_0.001 - [INFO] - [E:2| 600]: Train Loss:0.0021415, Val MRR:0.03667, yago11k_both_0.001
2023-06-20 04:47:48,528 - yago11k_both_0.001 - [INFO] - [Epoch:2]: Training Loss:0.002141
2023-06-20 04:47:48,742 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 04:48:00,719 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 04:48:12,541 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 2 valid]:
MRR: Tail : 0.10444, Head : 0.00252, Avg : 0.05348
2023-06-20 04:48:13,473 - yago11k_both_0.001 - [INFO] - [Epoch 2]: Training Loss: 0.0021415, Valid MRR: 0.05348,
2023-06-20 04:48:14,116 - yago11k_both_0.001 - [INFO] - [E:3| 0]: Train Loss:0.0021514, Val MRR:0.05348, yago11k_both_0.001
2023-06-20 04:49:16,918 - yago11k_both_0.001 - [INFO] - [E:3| 100]: Train Loss:0.0021169, Val MRR:0.05348, yago11k_both_0.001
2023-06-20 04:50:19,688 - yago11k_both_0.001 - [INFO] - [E:3| 200]: Train Loss:0.0021189, Val MRR:0.05348, yago11k_both_0.001
2023-06-20 04:51:22,464 - yago11k_both_0.001 - [INFO] - [E:3| 300]: Train Loss:0.0021174, Val MRR:0.05348, yago11k_both_0.001
2023-06-20 04:52:25,220 - yago11k_both_0.001 - [INFO] - [E:3| 400]: Train Loss:0.0021108, Val MRR:0.05348, yago11k_both_0.001
2023-06-20 04:53:28,023 - yago11k_both_0.001 - [INFO] - [E:3| 500]: Train Loss:0.0021048, Val MRR:0.05348, yago11k_both_0.001
2023-06-20 04:54:30,362 - yago11k_both_0.001 - [INFO] - [E:3| 600]: Train Loss:0.0021024, Val MRR:0.05348, yago11k_both_0.001
2023-06-20 04:54:30,363 - yago11k_both_0.001 - [INFO] - [Epoch:3]: Training Loss:0.002102
2023-06-20 04:54:30,576 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 04:54:42,552 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 04:54:54,366 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 3 valid]:
MRR: Tail : 0.09289, Head : 0.00291, Avg : 0.0479
2023-06-20 04:54:54,366 - yago11k_both_0.001 - [INFO] - [Epoch 3]: Training Loss: 0.0021024, Valid MRR: 0.05348,
2023-06-20 04:54:55,006 - yago11k_both_0.001 - [INFO] - [E:4| 0]: Train Loss:0.0020766, Val MRR:0.05348, yago11k_both_0.001
2023-06-20 04:55:57,788 - yago11k_both_0.001 - [INFO] - [E:4| 100]: Train Loss:0.0020762, Val MRR:0.05348, yago11k_both_0.001
2023-06-20 04:57:00,571 - yago11k_both_0.001 - [INFO] - [E:4| 200]: Train Loss:0.0020609, Val MRR:0.05348, yago11k_both_0.001
2023-06-20 04:58:03,347 - yago11k_both_0.001 - [INFO] - [E:4| 300]: Train Loss:0.0020597, Val MRR:0.05348, yago11k_both_0.001
2023-06-20 04:59:06,138 - yago11k_both_0.001 - [INFO] - [E:4| 400]: Train Loss:0.00206, Val MRR:0.05348, yago11k_both_0.001
2023-06-20 05:00:08,900 - yago11k_both_0.001 - [INFO] - [E:4| 500]: Train Loss:0.0020603, Val MRR:0.05348, yago11k_both_0.001
2023-06-20 05:01:11,236 - yago11k_both_0.001 - [INFO] - [E:4| 600]: Train Loss:0.0020628, Val MRR:0.05348, yago11k_both_0.001
2023-06-20 05:01:11,236 - yago11k_both_0.001 - [INFO] - [Epoch:4]: Training Loss:0.002063
2023-06-20 05:01:11,449 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 05:01:23,424 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 05:01:35,235 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 4 valid]:
MRR: Tail : 0.10691, Head : 0.0048, Avg : 0.05585
2023-06-20 05:01:36,162 - yago11k_both_0.001 - [INFO] - [Epoch 4]: Training Loss: 0.0020628, Valid MRR: 0.05585,
2023-06-20 05:01:36,801 - yago11k_both_0.001 - [INFO] - [E:5| 0]: Train Loss:0.0019675, Val MRR:0.05585, yago11k_both_0.001
2023-06-20 05:02:39,560 - yago11k_both_0.001 - [INFO] - [E:5| 100]: Train Loss:0.0020511, Val MRR:0.05585, yago11k_both_0.001
2023-06-20 05:03:42,299 - yago11k_both_0.001 - [INFO] - [E:5| 200]: Train Loss:0.0020459, Val MRR:0.05585, yago11k_both_0.001
2023-06-20 05:04:45,021 - yago11k_both_0.001 - [INFO] - [E:5| 300]: Train Loss:0.0020449, Val MRR:0.05585, yago11k_both_0.001
2023-06-20 05:05:47,792 - yago11k_both_0.001 - [INFO] - [E:5| 400]: Train Loss:0.0020426, Val MRR:0.05585, yago11k_both_0.001
2023-06-20 05:06:50,492 - yago11k_both_0.001 - [INFO] - [E:5| 500]: Train Loss:0.0020379, Val MRR:0.05585, yago11k_both_0.001
2023-06-20 05:07:52,735 - yago11k_both_0.001 - [INFO] - [E:5| 600]: Train Loss:0.0020344, Val MRR:0.05585, yago11k_both_0.001
2023-06-20 05:07:52,735 - yago11k_both_0.001 - [INFO] - [Epoch:5]: Training Loss:0.002034
2023-06-20 05:07:52,948 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 05:08:04,911 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 05:08:16,722 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 5 valid]:
MRR: Tail : 0.12092, Head : 0.00797, Avg : 0.06445
2023-06-20 05:08:17,662 - yago11k_both_0.001 - [INFO] - [Epoch 5]: Training Loss: 0.0020344, Valid MRR: 0.06445,
2023-06-20 05:08:18,301 - yago11k_both_0.001 - [INFO] - [E:6| 0]: Train Loss:0.002118, Val MRR:0.06445, yago11k_both_0.001
2023-06-20 05:09:21,109 - yago11k_both_0.001 - [INFO] - [E:6| 100]: Train Loss:0.002003, Val MRR:0.06445, yago11k_both_0.001
2023-06-20 05:10:23,899 - yago11k_both_0.001 - [INFO] - [E:6| 200]: Train Loss:0.0020011, Val MRR:0.06445, yago11k_both_0.001
2023-06-20 05:11:26,676 - yago11k_both_0.001 - [INFO] - [E:6| 300]: Train Loss:0.0020029, Val MRR:0.06445, yago11k_both_0.001
2023-06-20 05:12:29,447 - yago11k_both_0.001 - [INFO] - [E:6| 400]: Train Loss:0.0020045, Val MRR:0.06445, yago11k_both_0.001
2023-06-20 05:13:32,239 - yago11k_both_0.001 - [INFO] - [E:6| 500]: Train Loss:0.0020061, Val MRR:0.06445, yago11k_both_0.001
2023-06-20 05:14:34,588 - yago11k_both_0.001 - [INFO] - [E:6| 600]: Train Loss:0.0020072, Val MRR:0.06445, yago11k_both_0.001
2023-06-20 05:14:34,589 - yago11k_both_0.001 - [INFO] - [Epoch:6]: Training Loss:0.002007
2023-06-20 05:14:34,802 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 05:14:46,776 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 05:14:58,576 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 6 valid]:
MRR: Tail : 0.14891, Head : 0.0074, Avg : 0.07816
2023-06-20 05:14:59,511 - yago11k_both_0.001 - [INFO] - [Epoch 6]: Training Loss: 0.0020072, Valid MRR: 0.07816,
2023-06-20 05:15:00,151 - yago11k_both_0.001 - [INFO] - [E:7| 0]: Train Loss:0.0019415, Val MRR:0.07816, yago11k_both_0.001
2023-06-20 05:16:02,944 - yago11k_both_0.001 - [INFO] - [E:7| 100]: Train Loss:0.001976, Val MRR:0.07816, yago11k_both_0.001
2023-06-20 05:17:05,734 - yago11k_both_0.001 - [INFO] - [E:7| 200]: Train Loss:0.0019761, Val MRR:0.07816, yago11k_both_0.001
2023-06-20 05:18:08,541 - yago11k_both_0.001 - [INFO] - [E:7| 300]: Train Loss:0.0019813, Val MRR:0.07816, yago11k_both_0.001
2023-06-20 05:19:11,330 - yago11k_both_0.001 - [INFO] - [E:7| 400]: Train Loss:0.0019831, Val MRR:0.07816, yago11k_both_0.001
2023-06-20 05:20:14,144 - yago11k_both_0.001 - [INFO] - [E:7| 500]: Train Loss:0.0019816, Val MRR:0.07816, yago11k_both_0.001
2023-06-20 05:21:16,535 - yago11k_both_0.001 - [INFO] - [E:7| 600]: Train Loss:0.0019771, Val MRR:0.07816, yago11k_both_0.001
2023-06-20 05:21:16,536 - yago11k_both_0.001 - [INFO] - [Epoch:7]: Training Loss:0.001977
2023-06-20 05:21:16,749 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 05:21:28,720 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 05:21:40,527 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 7 valid]:
MRR: Tail : 0.15212, Head : 0.01105, Avg : 0.08158
2023-06-20 05:21:41,458 - yago11k_both_0.001 - [INFO] - [Epoch 7]: Training Loss: 0.0019771, Valid MRR: 0.08158,
2023-06-20 05:21:42,094 - yago11k_both_0.001 - [INFO] - [E:8| 0]: Train Loss:0.0019342, Val MRR:0.08158, yago11k_both_0.001
2023-06-20 05:22:44,883 - yago11k_both_0.001 - [INFO] - [E:8| 100]: Train Loss:0.001941, Val MRR:0.08158, yago11k_both_0.001
2023-06-20 05:23:47,684 - yago11k_both_0.001 - [INFO] - [E:8| 200]: Train Loss:0.0019499, Val MRR:0.08158, yago11k_both_0.001
2023-06-20 05:24:50,507 - yago11k_both_0.001 - [INFO] - [E:8| 300]: Train Loss:0.0019448, Val MRR:0.08158, yago11k_both_0.001
2023-06-20 05:25:53,288 - yago11k_both_0.001 - [INFO] - [E:8| 400]: Train Loss:0.0019402, Val MRR:0.08158, yago11k_both_0.001
2023-06-20 05:26:56,072 - yago11k_both_0.001 - [INFO] - [E:8| 500]: Train Loss:0.0019371, Val MRR:0.08158, yago11k_both_0.001
2023-06-20 05:27:58,417 - yago11k_both_0.001 - [INFO] - [E:8| 600]: Train Loss:0.0019349, Val MRR:0.08158, yago11k_both_0.001
2023-06-20 05:27:58,418 - yago11k_both_0.001 - [INFO] - [Epoch:8]: Training Loss:0.001935
2023-06-20 05:27:58,631 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 05:28:10,599 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 05:28:22,417 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 8 valid]:
MRR: Tail : 0.15601, Head : 0.01517, Avg : 0.08559
2023-06-20 05:28:23,344 - yago11k_both_0.001 - [INFO] - [Epoch 8]: Training Loss: 0.0019349, Valid MRR: 0.08559,
2023-06-20 05:28:23,983 - yago11k_both_0.001 - [INFO] - [E:9| 0]: Train Loss:0.0018768, Val MRR:0.08559, yago11k_both_0.001
2023-06-20 05:29:26,779 - yago11k_both_0.001 - [INFO] - [E:9| 100]: Train Loss:0.0019158, Val MRR:0.08559, yago11k_both_0.001
2023-06-20 05:30:29,543 - yago11k_both_0.001 - [INFO] - [E:9| 200]: Train Loss:0.0019038, Val MRR:0.08559, yago11k_both_0.001
2023-06-20 05:31:32,231 - yago11k_both_0.001 - [INFO] - [E:9| 300]: Train Loss:0.001899, Val MRR:0.08559, yago11k_both_0.001
2023-06-20 05:32:34,903 - yago11k_both_0.001 - [INFO] - [E:9| 400]: Train Loss:0.0018945, Val MRR:0.08559, yago11k_both_0.001
2023-06-20 05:33:37,559 - yago11k_both_0.001 - [INFO] - [E:9| 500]: Train Loss:0.0018894, Val MRR:0.08559, yago11k_both_0.001
2023-06-20 05:34:39,816 - yago11k_both_0.001 - [INFO] - [E:9| 600]: Train Loss:0.0018847, Val MRR:0.08559, yago11k_both_0.001
2023-06-20 05:34:39,817 - yago11k_both_0.001 - [INFO] - [Epoch:9]: Training Loss:0.001885
2023-06-20 05:34:40,031 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 05:34:51,986 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 05:35:03,780 - yago11k_both_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
2023-06-20 05:35:04,702 - yago11k_both_0.001 - [INFO] - [Epoch 9]: Training Loss: 0.0018847, Valid MRR: 0.08969,
2023-06-20 05:35:05,343 - yago11k_both_0.001 - [INFO] - [E:10| 0]: Train Loss:0.0017879, Val MRR:0.08969, yago11k_both_0.001
2023-06-20 05:36:08,009 - yago11k_both_0.001 - [INFO] - [E:10| 100]: Train Loss:0.0018477, Val MRR:0.08969, yago11k_both_0.001
2023-06-20 05:37:10,672 - yago11k_both_0.001 - [INFO] - [E:10| 200]: Train Loss:0.0018449, Val MRR:0.08969, yago11k_both_0.001
2023-06-20 05:38:13,359 - yago11k_both_0.001 - [INFO] - [E:10| 300]: Train Loss:0.0018402, Val MRR:0.08969, yago11k_both_0.001
2023-06-20 05:39:16,016 - yago11k_both_0.001 - [INFO] - [E:10| 400]: Train Loss:0.0018368, Val MRR:0.08969, yago11k_both_0.001
2023-06-20 05:40:18,652 - yago11k_both_0.001 - [INFO] - [E:10| 500]: Train Loss:0.0018339, Val MRR:0.08969, yago11k_both_0.001
2023-06-20 05:41:20,882 - yago11k_both_0.001 - [INFO] - [E:10| 600]: Train Loss:0.0018308, Val MRR:0.08969, yago11k_both_0.001
2023-06-20 05:41:20,882 - yago11k_both_0.001 - [INFO] - [Epoch:10]: Training Loss:0.001831
2023-06-20 05:41:21,096 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 05:41:33,066 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 05:41:44,868 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 10 valid]:
MRR: Tail : 0.17849, Head : 0.03496, Avg : 0.10673
2023-06-20 05:41:45,804 - yago11k_both_0.001 - [INFO] - [Epoch 10]: Training Loss: 0.0018308, Valid MRR: 0.10673,
2023-06-20 05:41:46,447 - yago11k_both_0.001 - [INFO] - [E:11| 0]: Train Loss:0.0018308, Val MRR:0.10673, yago11k_both_0.001
2023-06-20 05:42:49,229 - yago11k_both_0.001 - [INFO] - [E:11| 100]: Train Loss:0.001787, Val MRR:0.10673, yago11k_both_0.001
2023-06-20 05:43:51,982 - yago11k_both_0.001 - [INFO] - [E:11| 200]: Train Loss:0.0017891, Val MRR:0.10673, yago11k_both_0.001
2023-06-20 05:44:54,745 - yago11k_both_0.001 - [INFO] - [E:11| 300]: Train Loss:0.0017884, Val MRR:0.10673, yago11k_both_0.001
2023-06-20 05:45:57,501 - yago11k_both_0.001 - [INFO] - [E:11| 400]: Train Loss:0.0017825, Val MRR:0.10673, yago11k_both_0.001
2023-06-20 05:47:00,318 - yago11k_both_0.001 - [INFO] - [E:11| 500]: Train Loss:0.0017766, Val MRR:0.10673, yago11k_both_0.001
2023-06-20 05:48:02,613 - yago11k_both_0.001 - [INFO] - [E:11| 600]: Train Loss:0.0017735, Val MRR:0.10673, yago11k_both_0.001
2023-06-20 05:48:02,613 - yago11k_both_0.001 - [INFO] - [Epoch:11]: Training Loss:0.001773
2023-06-20 05:48:02,825 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 05:48:14,784 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 05:48:26,591 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 11 valid]:
MRR: Tail : 0.20157, Head : 0.04356, Avg : 0.12257
2023-06-20 05:48:27,525 - yago11k_both_0.001 - [INFO] - [Epoch 11]: Training Loss: 0.0017735, Valid MRR: 0.12257,
2023-06-20 05:48:28,162 - yago11k_both_0.001 - [INFO] - [E:12| 0]: Train Loss:0.0016812, Val MRR:0.12257, yago11k_both_0.001
2023-06-20 05:49:30,887 - yago11k_both_0.001 - [INFO] - [E:12| 100]: Train Loss:0.0017367, Val MRR:0.12257, yago11k_both_0.001
2023-06-20 05:50:33,610 - yago11k_both_0.001 - [INFO] - [E:12| 200]: Train Loss:0.0017343, Val MRR:0.12257, yago11k_both_0.001
2023-06-20 05:51:36,346 - yago11k_both_0.001 - [INFO] - [E:12| 300]: Train Loss:0.0017293, Val MRR:0.12257, yago11k_both_0.001
2023-06-20 05:52:39,052 - yago11k_both_0.001 - [INFO] - [E:12| 400]: Train Loss:0.0017228, Val MRR:0.12257, yago11k_both_0.001
2023-06-20 05:53:41,806 - yago11k_both_0.001 - [INFO] - [E:12| 500]: Train Loss:0.0017161, Val MRR:0.12257, yago11k_both_0.001
2023-06-20 05:54:44,096 - yago11k_both_0.001 - [INFO] - [E:12| 600]: Train Loss:0.0017101, Val MRR:0.12257, yago11k_both_0.001
2023-06-20 05:54:44,097 - yago11k_both_0.001 - [INFO] - [Epoch:12]: Training Loss:0.00171
2023-06-20 05:54:44,311 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 05:54:56,272 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 05:55:08,073 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 12 valid]:
MRR: Tail : 0.22052, Head : 0.06182, Avg : 0.14117
2023-06-20 05:55:09,004 - yago11k_both_0.001 - [INFO] - [Epoch 12]: Training Loss: 0.0017101, Valid MRR: 0.14117,
2023-06-20 05:55:09,643 - yago11k_both_0.001 - [INFO] - [E:13| 0]: Train Loss:0.0016433, Val MRR:0.14117, yago11k_both_0.001
2023-06-20 05:56:12,394 - yago11k_both_0.001 - [INFO] - [E:13| 100]: Train Loss:0.0016674, Val MRR:0.14117, yago11k_both_0.001
2023-06-20 05:57:15,096 - yago11k_both_0.001 - [INFO] - [E:13| 200]: Train Loss:0.0016601, Val MRR:0.14117, yago11k_both_0.001
2023-06-20 05:58:17,843 - yago11k_both_0.001 - [INFO] - [E:13| 300]: Train Loss:0.0016566, Val MRR:0.14117, yago11k_both_0.001
2023-06-20 05:59:20,567 - yago11k_both_0.001 - [INFO] - [E:13| 400]: Train Loss:0.001652, Val MRR:0.14117, yago11k_both_0.001
2023-06-20 06:00:23,275 - yago11k_both_0.001 - [INFO] - [E:13| 500]: Train Loss:0.0016485, Val MRR:0.14117, yago11k_both_0.001
2023-06-20 06:01:25,597 - yago11k_both_0.001 - [INFO] - [E:13| 600]: Train Loss:0.0016448, Val MRR:0.14117, yago11k_both_0.001
2023-06-20 06:01:25,597 - yago11k_both_0.001 - [INFO] - [Epoch:13]: Training Loss:0.001645
2023-06-20 06:01:25,811 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 06:01:37,770 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 06:01:49,574 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 13 valid]:
MRR: Tail : 0.24737, Head : 0.07894, Avg : 0.16316
2023-06-20 06:01:50,509 - yago11k_both_0.001 - [INFO] - [Epoch 13]: Training Loss: 0.0016448, Valid MRR: 0.16316,
2023-06-20 06:01:51,149 - yago11k_both_0.001 - [INFO] - [E:14| 0]: Train Loss:0.0016738, Val MRR:0.16316, yago11k_both_0.001
2023-06-20 06:02:53,858 - yago11k_both_0.001 - [INFO] - [E:14| 100]: Train Loss:0.0015989, Val MRR:0.16316, yago11k_both_0.001
2023-06-20 06:03:56,596 - yago11k_both_0.001 - [INFO] - [E:14| 200]: Train Loss:0.0016014, Val MRR:0.16316, yago11k_both_0.001
2023-06-20 06:04:59,316 - yago11k_both_0.001 - [INFO] - [E:14| 300]: Train Loss:0.0015987, Val MRR:0.16316, yago11k_both_0.001
2023-06-20 06:06:02,050 - yago11k_both_0.001 - [INFO] - [E:14| 400]: Train Loss:0.0015955, Val MRR:0.16316, yago11k_both_0.001
2023-06-20 06:07:04,778 - yago11k_both_0.001 - [INFO] - [E:14| 500]: Train Loss:0.0015909, Val MRR:0.16316, yago11k_both_0.001
2023-06-20 06:08:07,127 - yago11k_both_0.001 - [INFO] - [E:14| 600]: Train Loss:0.0015898, Val MRR:0.16316, yago11k_both_0.001
2023-06-20 06:08:07,128 - yago11k_both_0.001 - [INFO] - [Epoch:14]: Training Loss:0.00159
2023-06-20 06:08:07,341 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 06:08:19,303 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 06:08:31,106 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 14 valid]:
MRR: Tail : 0.24439, Head : 0.10806, Avg : 0.17623
2023-06-20 06:08:32,033 - yago11k_both_0.001 - [INFO] - [Epoch 14]: Training Loss: 0.0015898, Valid MRR: 0.17623,
2023-06-20 06:08:32,672 - yago11k_both_0.001 - [INFO] - [E:15| 0]: Train Loss:0.0015059, Val MRR:0.17623, yago11k_both_0.001
2023-06-20 06:09:35,404 - yago11k_both_0.001 - [INFO] - [E:15| 100]: Train Loss:0.0015524, Val MRR:0.17623, yago11k_both_0.001
2023-06-20 06:10:38,133 - yago11k_both_0.001 - [INFO] - [E:15| 200]: Train Loss:0.0015512, Val MRR:0.17623, yago11k_both_0.001
2023-06-20 06:11:40,863 - yago11k_both_0.001 - [INFO] - [E:15| 300]: Train Loss:0.0015495, Val MRR:0.17623, yago11k_both_0.001
2023-06-20 06:12:43,612 - yago11k_both_0.001 - [INFO] - [E:15| 400]: Train Loss:0.0015471, Val MRR:0.17623, yago11k_both_0.001
2023-06-20 06:13:46,355 - yago11k_both_0.001 - [INFO] - [E:15| 500]: Train Loss:0.0015435, Val MRR:0.17623, yago11k_both_0.001
2023-06-20 06:14:48,673 - yago11k_both_0.001 - [INFO] - [E:15| 600]: Train Loss:0.0015406, Val MRR:0.17623, yago11k_both_0.001
2023-06-20 06:14:48,673 - yago11k_both_0.001 - [INFO] - [Epoch:15]: Training Loss:0.001541
2023-06-20 06:14:48,886 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 06:15:00,849 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 06:15:12,647 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 15 valid]:
MRR: Tail : 0.28879, Head : 0.12709, Avg : 0.20794
2023-06-20 06:15:13,582 - yago11k_both_0.001 - [INFO] - [Epoch 15]: Training Loss: 0.0015406, Valid MRR: 0.20794,
2023-06-20 06:15:14,224 - yago11k_both_0.001 - [INFO] - [E:16| 0]: Train Loss:0.0015365, Val MRR:0.20794, yago11k_both_0.001
2023-06-20 06:16:16,948 - yago11k_both_0.001 - [INFO] - [E:16| 100]: Train Loss:0.0015045, Val MRR:0.20794, yago11k_both_0.001
2023-06-20 06:17:19,676 - yago11k_both_0.001 - [INFO] - [E:16| 200]: Train Loss:0.001507, Val MRR:0.20794, yago11k_both_0.001
2023-06-20 06:18:22,414 - yago11k_both_0.001 - [INFO] - [E:16| 300]: Train Loss:0.0015045, Val MRR:0.20794, yago11k_both_0.001
2023-06-20 06:19:25,154 - yago11k_both_0.001 - [INFO] - [E:16| 400]: Train Loss:0.0015018, Val MRR:0.20794, yago11k_both_0.001
2023-06-20 06:20:27,864 - yago11k_both_0.001 - [INFO] - [E:16| 500]: Train Loss:0.0014999, Val MRR:0.20794, yago11k_both_0.001
2023-06-20 06:21:30,161 - yago11k_both_0.001 - [INFO] - [E:16| 600]: Train Loss:0.0014973, Val MRR:0.20794, yago11k_both_0.001
2023-06-20 06:21:30,162 - yago11k_both_0.001 - [INFO] - [Epoch:16]: Training Loss:0.001497
2023-06-20 06:21:30,375 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 06:21:42,332 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 06:21:54,136 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 16 valid]:
MRR: Tail : 0.29866, Head : 0.14682, Avg : 0.22274
2023-06-20 06:21:55,084 - yago11k_both_0.001 - [INFO] - [Epoch 16]: Training Loss: 0.0014973, Valid MRR: 0.22274,
2023-06-20 06:21:55,726 - yago11k_both_0.001 - [INFO] - [E:17| 0]: Train Loss:0.0014437, Val MRR:0.22274, yago11k_both_0.001
2023-06-20 06:22:58,413 - yago11k_both_0.001 - [INFO] - [E:17| 100]: Train Loss:0.0014686, Val MRR:0.22274, yago11k_both_0.001
2023-06-20 06:24:01,088 - yago11k_both_0.001 - [INFO] - [E:17| 200]: Train Loss:0.0014636, Val MRR:0.22274, yago11k_both_0.001
2023-06-20 06:25:03,767 - yago11k_both_0.001 - [INFO] - [E:17| 300]: Train Loss:0.0014681, Val MRR:0.22274, yago11k_both_0.001
2023-06-20 06:26:06,452 - yago11k_both_0.001 - [INFO] - [E:17| 400]: Train Loss:0.001468, Val MRR:0.22274, yago11k_both_0.001
2023-06-20 06:27:09,132 - yago11k_both_0.001 - [INFO] - [E:17| 500]: Train Loss:0.0014666, Val MRR:0.22274, yago11k_both_0.001
2023-06-20 06:28:11,390 - yago11k_both_0.001 - [INFO] - [E:17| 600]: Train Loss:0.0014644, Val MRR:0.22274, yago11k_both_0.001
2023-06-20 06:28:11,391 - yago11k_both_0.001 - [INFO] - [Epoch:17]: Training Loss:0.001464
2023-06-20 06:28:11,603 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 06:28:23,552 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 06:28:35,347 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 17 valid]:
MRR: Tail : 0.31349, Head : 0.16091, Avg : 0.2372
2023-06-20 06:28:36,273 - yago11k_both_0.001 - [INFO] - [Epoch 17]: Training Loss: 0.0014644, Valid MRR: 0.2372,
2023-06-20 06:28:36,914 - yago11k_both_0.001 - [INFO] - [E:18| 0]: Train Loss:0.0014337, Val MRR:0.2372, yago11k_both_0.001
2023-06-20 06:29:39,577 - yago11k_both_0.001 - [INFO] - [E:18| 100]: Train Loss:0.0014353, Val MRR:0.2372, yago11k_both_0.001
2023-06-20 06:30:42,248 - yago11k_both_0.001 - [INFO] - [E:18| 200]: Train Loss:0.0014389, Val MRR:0.2372, yago11k_both_0.001
2023-06-20 06:31:44,903 - yago11k_both_0.001 - [INFO] - [E:18| 300]: Train Loss:0.0014395, Val MRR:0.2372, yago11k_both_0.001
2023-06-20 06:32:47,579 - yago11k_both_0.001 - [INFO] - [E:18| 400]: Train Loss:0.0014379, Val MRR:0.2372, yago11k_both_0.001
2023-06-20 06:33:50,262 - yago11k_both_0.001 - [INFO] - [E:18| 500]: Train Loss:0.0014346, Val MRR:0.2372, yago11k_both_0.001
2023-06-20 06:34:52,462 - yago11k_both_0.001 - [INFO] - [E:18| 600]: Train Loss:0.0014334, Val MRR:0.2372, yago11k_both_0.001
2023-06-20 06:34:52,462 - yago11k_both_0.001 - [INFO] - [Epoch:18]: Training Loss:0.001433
2023-06-20 06:34:52,675 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 06:35:04,625 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 06:35:16,420 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 18 valid]:
MRR: Tail : 0.3286, Head : 0.1673, Avg : 0.24795
2023-06-20 06:35:17,337 - yago11k_both_0.001 - [INFO] - [Epoch 18]: Training Loss: 0.0014334, Valid MRR: 0.24795,
2023-06-20 06:35:17,976 - yago11k_both_0.001 - [INFO] - [E:19| 0]: Train Loss:0.0014489, Val MRR:0.24795, yago11k_both_0.001
2023-06-20 06:36:20,662 - yago11k_both_0.001 - [INFO] - [E:19| 100]: Train Loss:0.001414, Val MRR:0.24795, yago11k_both_0.001
2023-06-20 06:37:23,356 - yago11k_both_0.001 - [INFO] - [E:19| 200]: Train Loss:0.0014131, Val MRR:0.24795, yago11k_both_0.001
2023-06-20 06:38:26,031 - yago11k_both_0.001 - [INFO] - [E:19| 300]: Train Loss:0.0014114, Val MRR:0.24795, yago11k_both_0.001
2023-06-20 06:39:28,697 - yago11k_both_0.001 - [INFO] - [E:19| 400]: Train Loss:0.0014102, Val MRR:0.24795, yago11k_both_0.001
2023-06-20 06:40:31,366 - yago11k_both_0.001 - [INFO] - [E:19| 500]: Train Loss:0.0014096, Val MRR:0.24795, yago11k_both_0.001
2023-06-20 06:41:33,609 - yago11k_both_0.001 - [INFO] - [E:19| 600]: Train Loss:0.0014089, Val MRR:0.24795, yago11k_both_0.001
2023-06-20 06:41:33,609 - yago11k_both_0.001 - [INFO] - [Epoch:19]: Training Loss:0.001409
2023-06-20 06:41:33,823 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 06:41:45,780 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 06:41:57,569 - yago11k_both_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
2023-06-20 06:41:57,569 - yago11k_both_0.001 - [INFO] - [Epoch 19]: Training Loss: 0.0014089, Valid MRR: 0.24795,
2023-06-20 06:41:58,199 - yago11k_both_0.001 - [INFO] - [E:20| 0]: Train Loss:0.0013092, Val MRR:0.24795, yago11k_both_0.001
2023-06-20 06:43:00,881 - yago11k_both_0.001 - [INFO] - [E:20| 100]: Train Loss:0.0013903, Val MRR:0.24795, yago11k_both_0.001
2023-06-20 06:44:03,528 - yago11k_both_0.001 - [INFO] - [E:20| 200]: Train Loss:0.00139, Val MRR:0.24795, yago11k_both_0.001
2023-06-20 06:45:06,181 - yago11k_both_0.001 - [INFO] - [E:20| 300]: Train Loss:0.0013906, Val MRR:0.24795, yago11k_both_0.001
2023-06-20 06:46:08,856 - yago11k_both_0.001 - [INFO] - [E:20| 400]: Train Loss:0.0013909, Val MRR:0.24795, yago11k_both_0.001
2023-06-20 06:47:11,530 - yago11k_both_0.001 - [INFO] - [E:20| 500]: Train Loss:0.0013894, Val MRR:0.24795, yago11k_both_0.001
2023-06-20 06:48:13,798 - yago11k_both_0.001 - [INFO] - [E:20| 600]: Train Loss:0.0013896, Val MRR:0.24795, yago11k_both_0.001
2023-06-20 06:48:13,799 - yago11k_both_0.001 - [INFO] - [Epoch:20]: Training Loss:0.00139
2023-06-20 06:48:14,012 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 06:48:25,973 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 06:48:37,766 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 20 valid]:
MRR: Tail : 0.35588, Head : 0.18363, Avg : 0.26975
2023-06-20 06:48:38,687 - yago11k_both_0.001 - [INFO] - [Epoch 20]: Training Loss: 0.0013896, Valid MRR: 0.26975,
2023-06-20 06:48:39,331 - yago11k_both_0.001 - [INFO] - [E:21| 0]: Train Loss:0.001346, Val MRR:0.26975, yago11k_both_0.001
2023-06-20 06:49:41,997 - yago11k_both_0.001 - [INFO] - [E:21| 100]: Train Loss:0.0013613, Val MRR:0.26975, yago11k_both_0.001
2023-06-20 06:50:44,658 - yago11k_both_0.001 - [INFO] - [E:21| 200]: Train Loss:0.0013669, Val MRR:0.26975, yago11k_both_0.001
2023-06-20 06:51:47,322 - yago11k_both_0.001 - [INFO] - [E:21| 300]: Train Loss:0.0013669, Val MRR:0.26975, yago11k_both_0.001
2023-06-20 06:52:49,981 - yago11k_both_0.001 - [INFO] - [E:21| 400]: Train Loss:0.0013677, Val MRR:0.26975, yago11k_both_0.001
2023-06-20 06:53:52,652 - yago11k_both_0.001 - [INFO] - [E:21| 500]: Train Loss:0.0013702, Val MRR:0.26975, yago11k_both_0.001
2023-06-20 06:54:54,903 - yago11k_both_0.001 - [INFO] - [E:21| 600]: Train Loss:0.0013707, Val MRR:0.26975, yago11k_both_0.001
2023-06-20 06:54:54,904 - yago11k_both_0.001 - [INFO] - [Epoch:21]: Training Loss:0.001371
2023-06-20 06:54:55,117 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 06:55:07,067 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 06:55:18,865 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 21 valid]:
MRR: Tail : 0.36274, Head : 0.18768, Avg : 0.27521
2023-06-20 06:55:19,789 - yago11k_both_0.001 - [INFO] - [Epoch 21]: Training Loss: 0.0013707, Valid MRR: 0.27521,
2023-06-20 06:55:20,429 - yago11k_both_0.001 - [INFO] - [E:22| 0]: Train Loss:0.0013432, Val MRR:0.27521, yago11k_both_0.001
2023-06-20 06:56:23,087 - yago11k_both_0.001 - [INFO] - [E:22| 100]: Train Loss:0.0013565, Val MRR:0.27521, yago11k_both_0.001
2023-06-20 06:57:25,764 - yago11k_both_0.001 - [INFO] - [E:22| 200]: Train Loss:0.0013544, Val MRR:0.27521, yago11k_both_0.001
2023-06-20 06:58:28,447 - yago11k_both_0.001 - [INFO] - [E:22| 300]: Train Loss:0.001355, Val MRR:0.27521, yago11k_both_0.001
2023-06-20 06:59:31,119 - yago11k_both_0.001 - [INFO] - [E:22| 400]: Train Loss:0.0013558, Val MRR:0.27521, yago11k_both_0.001
2023-06-20 07:00:33,782 - yago11k_both_0.001 - [INFO] - [E:22| 500]: Train Loss:0.0013553, Val MRR:0.27521, yago11k_both_0.001
2023-06-20 07:01:36,051 - yago11k_both_0.001 - [INFO] - [E:22| 600]: Train Loss:0.0013551, Val MRR:0.27521, yago11k_both_0.001
2023-06-20 07:01:36,051 - yago11k_both_0.001 - [INFO] - [Epoch:22]: Training Loss:0.001355
2023-06-20 07:01:36,264 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 07:01:48,224 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 07:02:00,026 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 22 valid]:
MRR: Tail : 0.34754, Head : 0.19673, Avg : 0.27214
2023-06-20 07:02:00,026 - yago11k_both_0.001 - [INFO] - [Epoch 22]: Training Loss: 0.0013551, Valid MRR: 0.27521,
2023-06-20 07:02:00,661 - yago11k_both_0.001 - [INFO] - [E:23| 0]: Train Loss:0.0013398, Val MRR:0.27521, yago11k_both_0.001
2023-06-20 07:03:03,322 - yago11k_both_0.001 - [INFO] - [E:23| 100]: Train Loss:0.0013374, Val MRR:0.27521, yago11k_both_0.001
2023-06-20 07:04:06,004 - yago11k_both_0.001 - [INFO] - [E:23| 200]: Train Loss:0.0013379, Val MRR:0.27521, yago11k_both_0.001
2023-06-20 07:05:08,676 - yago11k_both_0.001 - [INFO] - [E:23| 300]: Train Loss:0.00134, Val MRR:0.27521, yago11k_both_0.001
2023-06-20 07:06:11,320 - yago11k_both_0.001 - [INFO] - [E:23| 400]: Train Loss:0.0013426, Val MRR:0.27521, yago11k_both_0.001
2023-06-20 07:07:13,997 - yago11k_both_0.001 - [INFO] - [E:23| 500]: Train Loss:0.0013425, Val MRR:0.27521, yago11k_both_0.001
2023-06-20 07:08:16,229 - yago11k_both_0.001 - [INFO] - [E:23| 600]: Train Loss:0.0013419, Val MRR:0.27521, yago11k_both_0.001
2023-06-20 07:08:16,230 - yago11k_both_0.001 - [INFO] - [Epoch:23]: Training Loss:0.001342
2023-06-20 07:08:16,443 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 07:08:28,399 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 07:08:40,194 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 23 valid]:
MRR: Tail : 0.36324, Head : 0.20069, Avg : 0.28196
2023-06-20 07:08:41,157 - yago11k_both_0.001 - [INFO] - [Epoch 23]: Training Loss: 0.0013419, Valid MRR: 0.28196,
2023-06-20 07:08:41,798 - yago11k_both_0.001 - [INFO] - [E:24| 0]: Train Loss:0.0013121, Val MRR:0.28196, yago11k_both_0.001
2023-06-20 07:09:44,559 - yago11k_both_0.001 - [INFO] - [E:24| 100]: Train Loss:0.0013328, Val MRR:0.28196, yago11k_both_0.001
2023-06-20 07:10:47,304 - yago11k_both_0.001 - [INFO] - [E:24| 200]: Train Loss:0.0013302, Val MRR:0.28196, yago11k_both_0.001
2023-06-20 07:11:50,047 - yago11k_both_0.001 - [INFO] - [E:24| 300]: Train Loss:0.001331, Val MRR:0.28196, yago11k_both_0.001
2023-06-20 07:12:52,772 - yago11k_both_0.001 - [INFO] - [E:24| 400]: Train Loss:0.0013321, Val MRR:0.28196, yago11k_both_0.001
2023-06-20 07:13:55,513 - yago11k_both_0.001 - [INFO] - [E:24| 500]: Train Loss:0.0013326, Val MRR:0.28196, yago11k_both_0.001
2023-06-20 07:14:57,779 - yago11k_both_0.001 - [INFO] - [E:24| 600]: Train Loss:0.0013315, Val MRR:0.28196, yago11k_both_0.001
2023-06-20 07:14:57,780 - yago11k_both_0.001 - [INFO] - [Epoch:24]: Training Loss:0.001331
2023-06-20 07:14:57,993 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 07:15:09,961 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 07:15:21,764 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 24 valid]:
MRR: Tail : 0.37155, Head : 0.20169, Avg : 0.28662
2023-06-20 07:15:22,752 - yago11k_both_0.001 - [INFO] - [Epoch 24]: Training Loss: 0.0013315, Valid MRR: 0.28662,
2023-06-20 07:15:23,387 - yago11k_both_0.001 - [INFO] - [E:25| 0]: Train Loss:0.0013219, Val MRR:0.28662, yago11k_both_0.001
2023-06-20 07:16:26,111 - yago11k_both_0.001 - [INFO] - [E:25| 100]: Train Loss:0.0013175, Val MRR:0.28662, yago11k_both_0.001
2023-06-20 07:17:28,806 - yago11k_both_0.001 - [INFO] - [E:25| 200]: Train Loss:0.0013195, Val MRR:0.28662, yago11k_both_0.001
2023-06-20 07:18:31,544 - yago11k_both_0.001 - [INFO] - [E:25| 300]: Train Loss:0.0013198, Val MRR:0.28662, yago11k_both_0.001
2023-06-20 07:19:34,275 - yago11k_both_0.001 - [INFO] - [E:25| 400]: Train Loss:0.0013202, Val MRR:0.28662, yago11k_both_0.001
2023-06-20 07:20:36,991 - yago11k_both_0.001 - [INFO] - [E:25| 500]: Train Loss:0.0013189, Val MRR:0.28662, yago11k_both_0.001
2023-06-20 07:21:39,321 - yago11k_both_0.001 - [INFO] - [E:25| 600]: Train Loss:0.0013198, Val MRR:0.28662, yago11k_both_0.001
2023-06-20 07:21:39,322 - yago11k_both_0.001 - [INFO] - [Epoch:25]: Training Loss:0.00132
2023-06-20 07:21:39,536 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 07:21:51,501 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 07:22:03,304 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 25 valid]:
MRR: Tail : 0.37237, Head : 0.2072, Avg : 0.28979
2023-06-20 07:22:04,236 - yago11k_both_0.001 - [INFO] - [Epoch 25]: Training Loss: 0.0013198, Valid MRR: 0.28979,
2023-06-20 07:22:04,871 - yago11k_both_0.001 - [INFO] - [E:26| 0]: Train Loss:0.0012548, Val MRR:0.28979, yago11k_both_0.001
2023-06-20 07:23:07,610 - yago11k_both_0.001 - [INFO] - [E:26| 100]: Train Loss:0.0013119, Val MRR:0.28979, yago11k_both_0.001
2023-06-20 07:24:10,337 - yago11k_both_0.001 - [INFO] - [E:26| 200]: Train Loss:0.0013111, Val MRR:0.28979, yago11k_both_0.001
2023-06-20 07:25:13,067 - yago11k_both_0.001 - [INFO] - [E:26| 300]: Train Loss:0.0013117, Val MRR:0.28979, yago11k_both_0.001
2023-06-20 07:26:15,817 - yago11k_both_0.001 - [INFO] - [E:26| 400]: Train Loss:0.0013113, Val MRR:0.28979, yago11k_both_0.001
2023-06-20 07:27:18,547 - yago11k_both_0.001 - [INFO] - [E:26| 500]: Train Loss:0.0013105, Val MRR:0.28979, yago11k_both_0.001
2023-06-20 07:28:20,892 - yago11k_both_0.001 - [INFO] - [E:26| 600]: Train Loss:0.0013109, Val MRR:0.28979, yago11k_both_0.001
2023-06-20 07:28:20,892 - yago11k_both_0.001 - [INFO] - [Epoch:26]: Training Loss:0.001311
2023-06-20 07:28:21,107 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 07:28:33,080 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 07:28:44,892 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 26 valid]:
MRR: Tail : 0.37322, Head : 0.209, Avg : 0.29111
2023-06-20 07:28:45,833 - yago11k_both_0.001 - [INFO] - [Epoch 26]: Training Loss: 0.0013109, Valid MRR: 0.29111,
2023-06-20 07:28:46,477 - yago11k_both_0.001 - [INFO] - [E:27| 0]: Train Loss:0.0013092, Val MRR:0.29111, yago11k_both_0.001
2023-06-20 07:29:49,294 - yago11k_both_0.001 - [INFO] - [E:27| 100]: Train Loss:0.0012976, Val MRR:0.29111, yago11k_both_0.001
2023-06-20 07:30:52,055 - yago11k_both_0.001 - [INFO] - [E:27| 200]: Train Loss:0.001297, Val MRR:0.29111, yago11k_both_0.001
2023-06-20 07:31:54,793 - yago11k_both_0.001 - [INFO] - [E:27| 300]: Train Loss:0.0013005, Val MRR:0.29111, yago11k_both_0.001
2023-06-20 07:32:57,524 - yago11k_both_0.001 - [INFO] - [E:27| 400]: Train Loss:0.0012995, Val MRR:0.29111, yago11k_both_0.001
2023-06-20 07:34:00,242 - yago11k_both_0.001 - [INFO] - [E:27| 500]: Train Loss:0.0012997, Val MRR:0.29111, yago11k_both_0.001
2023-06-20 07:35:02,552 - yago11k_both_0.001 - [INFO] - [E:27| 600]: Train Loss:0.001301, Val MRR:0.29111, yago11k_both_0.001
2023-06-20 07:35:02,552 - yago11k_both_0.001 - [INFO] - [Epoch:27]: Training Loss:0.001301
2023-06-20 07:35:02,767 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 07:35:14,731 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 07:35:26,535 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 27 valid]:
MRR: Tail : 0.37842, Head : 0.21384, Avg : 0.29613
2023-06-20 07:35:27,464 - yago11k_both_0.001 - [INFO] - [Epoch 27]: Training Loss: 0.001301, Valid MRR: 0.29613,
2023-06-20 07:35:28,103 - yago11k_both_0.001 - [INFO] - [E:28| 0]: Train Loss:0.0012717, Val MRR:0.29613, yago11k_both_0.001
2023-06-20 07:36:30,854 - yago11k_both_0.001 - [INFO] - [E:28| 100]: Train Loss:0.001287, Val MRR:0.29613, yago11k_both_0.001
2023-06-20 07:37:33,567 - yago11k_both_0.001 - [INFO] - [E:28| 200]: Train Loss:0.0012886, Val MRR:0.29613, yago11k_both_0.001
2023-06-20 07:38:36,308 - yago11k_both_0.001 - [INFO] - [E:28| 300]: Train Loss:0.0012899, Val MRR:0.29613, yago11k_both_0.001
2023-06-20 07:39:39,022 - yago11k_both_0.001 - [INFO] - [E:28| 400]: Train Loss:0.001293, Val MRR:0.29613, yago11k_both_0.001
2023-06-20 07:40:41,762 - yago11k_both_0.001 - [INFO] - [E:28| 500]: Train Loss:0.0012938, Val MRR:0.29613, yago11k_both_0.001
2023-06-20 07:41:44,134 - yago11k_both_0.001 - [INFO] - [E:28| 600]: Train Loss:0.0012939, Val MRR:0.29613, yago11k_both_0.001
2023-06-20 07:41:44,135 - yago11k_both_0.001 - [INFO] - [Epoch:28]: Training Loss:0.001294
2023-06-20 07:41:44,349 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 07:41:56,321 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 07:42:08,128 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 28 valid]:
MRR: Tail : 0.38237, Head : 0.2137, Avg : 0.29803
2023-06-20 07:42:09,059 - yago11k_both_0.001 - [INFO] - [Epoch 28]: Training Loss: 0.0012939, Valid MRR: 0.29803,
2023-06-20 07:42:09,695 - yago11k_both_0.001 - [INFO] - [E:29| 0]: Train Loss:0.0012531, Val MRR:0.29803, yago11k_both_0.001
2023-06-20 07:43:12,473 - yago11k_both_0.001 - [INFO] - [E:29| 100]: Train Loss:0.0012854, Val MRR:0.29803, yago11k_both_0.001
2023-06-20 07:44:15,275 - yago11k_both_0.001 - [INFO] - [E:29| 200]: Train Loss:0.0012847, Val MRR:0.29803, yago11k_both_0.001
2023-06-20 07:45:18,052 - yago11k_both_0.001 - [INFO] - [E:29| 300]: Train Loss:0.0012835, Val MRR:0.29803, yago11k_both_0.001
2023-06-20 07:46:20,855 - yago11k_both_0.001 - [INFO] - [E:29| 400]: Train Loss:0.0012846, Val MRR:0.29803, yago11k_both_0.001
2023-06-20 07:47:23,661 - yago11k_both_0.001 - [INFO] - [E:29| 500]: Train Loss:0.0012857, Val MRR:0.29803, yago11k_both_0.001
2023-06-20 07:48:26,028 - yago11k_both_0.001 - [INFO] - [E:29| 600]: Train Loss:0.0012864, Val MRR:0.29803, yago11k_both_0.001
2023-06-20 07:48:26,029 - yago11k_both_0.001 - [INFO] - [Epoch:29]: Training Loss:0.001286
2023-06-20 07:48:26,243 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 07:48:38,217 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 07:48:50,024 - yago11k_both_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
2023-06-20 07:48:50,962 - yago11k_both_0.001 - [INFO] - [Epoch 29]: Training Loss: 0.0012864, Valid MRR: 0.29985,
2023-06-20 07:48:51,597 - yago11k_both_0.001 - [INFO] - [E:30| 0]: Train Loss:0.0012535, Val MRR:0.29985, yago11k_both_0.001
2023-06-20 07:49:54,391 - yago11k_both_0.001 - [INFO] - [E:30| 100]: Train Loss:0.0012745, Val MRR:0.29985, yago11k_both_0.001
2023-06-20 07:50:57,180 - yago11k_both_0.001 - [INFO] - [E:30| 200]: Train Loss:0.0012778, Val MRR:0.29985, yago11k_both_0.001
2023-06-20 07:51:59,979 - yago11k_both_0.001 - [INFO] - [E:30| 300]: Train Loss:0.0012785, Val MRR:0.29985, yago11k_both_0.001
2023-06-20 07:53:02,758 - yago11k_both_0.001 - [INFO] - [E:30| 400]: Train Loss:0.0012784, Val MRR:0.29985, yago11k_both_0.001
2023-06-20 07:54:05,575 - yago11k_both_0.001 - [INFO] - [E:30| 500]: Train Loss:0.0012781, Val MRR:0.29985, yago11k_both_0.001
2023-06-20 07:55:07,948 - yago11k_both_0.001 - [INFO] - [E:30| 600]: Train Loss:0.0012784, Val MRR:0.29985, yago11k_both_0.001
2023-06-20 07:55:07,948 - yago11k_both_0.001 - [INFO] - [Epoch:30]: Training Loss:0.001278
2023-06-20 07:55:08,161 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 07:55:20,135 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 07:55:31,941 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 30 valid]:
MRR: Tail : 0.38362, Head : 0.2148, Avg : 0.29921
2023-06-20 07:55:31,941 - yago11k_both_0.001 - [INFO] - [Epoch 30]: Training Loss: 0.0012784, Valid MRR: 0.29985,
2023-06-20 07:55:32,573 - yago11k_both_0.001 - [INFO] - [E:31| 0]: Train Loss:0.0013399, Val MRR:0.29985, yago11k_both_0.001
2023-06-20 07:56:35,373 - yago11k_both_0.001 - [INFO] - [E:31| 100]: Train Loss:0.0012722, Val MRR:0.29985, yago11k_both_0.001
2023-06-20 07:57:38,182 - yago11k_both_0.001 - [INFO] - [E:31| 200]: Train Loss:0.0012704, Val MRR:0.29985, yago11k_both_0.001
2023-06-20 07:58:40,959 - yago11k_both_0.001 - [INFO] - [E:31| 300]: Train Loss:0.0012706, Val MRR:0.29985, yago11k_both_0.001
2023-06-20 07:59:43,762 - yago11k_both_0.001 - [INFO] - [E:31| 400]: Train Loss:0.0012712, Val MRR:0.29985, yago11k_both_0.001
2023-06-20 08:00:46,539 - yago11k_both_0.001 - [INFO] - [E:31| 500]: Train Loss:0.0012714, Val MRR:0.29985, yago11k_both_0.001
2023-06-20 08:01:48,915 - yago11k_both_0.001 - [INFO] - [E:31| 600]: Train Loss:0.0012721, Val MRR:0.29985, yago11k_both_0.001
2023-06-20 08:01:48,916 - yago11k_both_0.001 - [INFO] - [Epoch:31]: Training Loss:0.001272
2023-06-20 08:01:49,130 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 08:02:01,099 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 08:02:12,906 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 31 valid]:
MRR: Tail : 0.38349, Head : 0.22383, Avg : 0.30366
2023-06-20 08:02:13,839 - yago11k_both_0.001 - [INFO] - [Epoch 31]: Training Loss: 0.0012721, Valid MRR: 0.30366,
2023-06-20 08:02:14,480 - yago11k_both_0.001 - [INFO] - [E:32| 0]: Train Loss:0.0012397, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:03:17,262 - yago11k_both_0.001 - [INFO] - [E:32| 100]: Train Loss:0.0012615, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:04:20,034 - yago11k_both_0.001 - [INFO] - [E:32| 200]: Train Loss:0.0012656, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:05:22,790 - yago11k_both_0.001 - [INFO] - [E:32| 300]: Train Loss:0.0012651, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:06:25,503 - yago11k_both_0.001 - [INFO] - [E:32| 400]: Train Loss:0.0012646, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:07:28,233 - yago11k_both_0.001 - [INFO] - [E:32| 500]: Train Loss:0.0012666, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:08:30,541 - yago11k_both_0.001 - [INFO] - [E:32| 600]: Train Loss:0.0012662, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:08:30,541 - yago11k_both_0.001 - [INFO] - [Epoch:32]: Training Loss:0.001266
2023-06-20 08:08:30,754 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 08:08:42,732 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 08:08:54,539 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 32 valid]:
MRR: Tail : 0.38639, Head : 0.22088, Avg : 0.30363
2023-06-20 08:08:54,539 - yago11k_both_0.001 - [INFO] - [Epoch 32]: Training Loss: 0.0012662, Valid MRR: 0.30366,
2023-06-20 08:08:55,172 - yago11k_both_0.001 - [INFO] - [E:33| 0]: Train Loss:0.0013005, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:09:57,937 - yago11k_both_0.001 - [INFO] - [E:33| 100]: Train Loss:0.0012543, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:11:00,697 - yago11k_both_0.001 - [INFO] - [E:33| 200]: Train Loss:0.0012556, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:12:03,462 - yago11k_both_0.001 - [INFO] - [E:33| 300]: Train Loss:0.0012568, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:13:06,177 - yago11k_both_0.001 - [INFO] - [E:33| 400]: Train Loss:0.0012584, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:14:08,912 - yago11k_both_0.001 - [INFO] - [E:33| 500]: Train Loss:0.0012594, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:15:11,280 - yago11k_both_0.001 - [INFO] - [E:33| 600]: Train Loss:0.0012612, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:15:11,281 - yago11k_both_0.001 - [INFO] - [Epoch:33]: Training Loss:0.001261
2023-06-20 08:15:11,495 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 08:15:23,480 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 08:15:35,292 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 33 valid]:
MRR: Tail : 0.38919, Head : 0.21814, Avg : 0.30366
2023-06-20 08:15:35,293 - yago11k_both_0.001 - [INFO] - [Epoch 33]: Training Loss: 0.0012612, Valid MRR: 0.30366,
2023-06-20 08:15:35,927 - yago11k_both_0.001 - [INFO] - [E:34| 0]: Train Loss:0.0012553, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:16:38,728 - yago11k_both_0.001 - [INFO] - [E:34| 100]: Train Loss:0.0012553, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:17:41,532 - yago11k_both_0.001 - [INFO] - [E:34| 200]: Train Loss:0.0012536, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:18:44,341 - yago11k_both_0.001 - [INFO] - [E:34| 300]: Train Loss:0.001253, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:19:47,160 - yago11k_both_0.001 - [INFO] - [E:34| 400]: Train Loss:0.0012543, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:20:49,995 - yago11k_both_0.001 - [INFO] - [E:34| 500]: Train Loss:0.0012539, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:21:52,408 - yago11k_both_0.001 - [INFO] - [E:34| 600]: Train Loss:0.0012545, Val MRR:0.30366, yago11k_both_0.001
2023-06-20 08:21:52,408 - yago11k_both_0.001 - [INFO] - [Epoch:34]: Training Loss:0.001254
2023-06-20 08:21:52,621 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 08:22:04,605 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 08:22:16,422 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 34 valid]:
MRR: Tail : 0.38725, Head : 0.22429, Avg : 0.30577
2023-06-20 08:22:17,364 - yago11k_both_0.001 - [INFO] - [Epoch 34]: Training Loss: 0.0012545, Valid MRR: 0.30577,
2023-06-20 08:22:18,004 - yago11k_both_0.001 - [INFO] - [E:35| 0]: Train Loss:0.0012964, Val MRR:0.30577, yago11k_both_0.001
2023-06-20 08:23:20,860 - yago11k_both_0.001 - [INFO] - [E:35| 100]: Train Loss:0.001252, Val MRR:0.30577, yago11k_both_0.001
2023-06-20 08:24:23,690 - yago11k_both_0.001 - [INFO] - [E:35| 200]: Train Loss:0.0012503, Val MRR:0.30577, yago11k_both_0.001
2023-06-20 08:25:26,523 - yago11k_both_0.001 - [INFO] - [E:35| 300]: Train Loss:0.0012491, Val MRR:0.30577, yago11k_both_0.001
2023-06-20 08:26:29,382 - yago11k_both_0.001 - [INFO] - [E:35| 400]: Train Loss:0.0012499, Val MRR:0.30577, yago11k_both_0.001
2023-06-20 08:27:32,232 - yago11k_both_0.001 - [INFO] - [E:35| 500]: Train Loss:0.0012497, Val MRR:0.30577, yago11k_both_0.001
2023-06-20 08:28:34,634 - yago11k_both_0.001 - [INFO] - [E:35| 600]: Train Loss:0.0012501, Val MRR:0.30577, yago11k_both_0.001
2023-06-20 08:28:34,634 - yago11k_both_0.001 - [INFO] - [Epoch:35]: Training Loss:0.00125
2023-06-20 08:28:34,848 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 08:28:46,837 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 08:28:58,654 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 35 valid]:
MRR: Tail : 0.38855, Head : 0.22377, Avg : 0.30616
2023-06-20 08:28:59,590 - yago11k_both_0.001 - [INFO] - [Epoch 35]: Training Loss: 0.0012501, Valid MRR: 0.30616,
2023-06-20 08:29:00,232 - yago11k_both_0.001 - [INFO] - [E:36| 0]: Train Loss:0.0012355, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:30:03,098 - yago11k_both_0.001 - [INFO] - [E:36| 100]: Train Loss:0.0012404, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:31:05,971 - yago11k_both_0.001 - [INFO] - [E:36| 200]: Train Loss:0.0012428, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:32:08,823 - yago11k_both_0.001 - [INFO] - [E:36| 300]: Train Loss:0.0012441, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:33:11,684 - yago11k_both_0.001 - [INFO] - [E:36| 400]: Train Loss:0.0012443, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:34:14,536 - yago11k_both_0.001 - [INFO] - [E:36| 500]: Train Loss:0.0012466, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:35:16,959 - yago11k_both_0.001 - [INFO] - [E:36| 600]: Train Loss:0.0012469, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:35:16,959 - yago11k_both_0.001 - [INFO] - [Epoch:36]: Training Loss:0.001247
2023-06-20 08:35:17,173 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 08:35:29,165 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 08:35:40,981 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 36 valid]:
MRR: Tail : 0.38608, Head : 0.22496, Avg : 0.30552
2023-06-20 08:35:40,981 - yago11k_both_0.001 - [INFO] - [Epoch 36]: Training Loss: 0.0012469, Valid MRR: 0.30616,
2023-06-20 08:35:41,614 - yago11k_both_0.001 - [INFO] - [E:37| 0]: Train Loss:0.0012209, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:36:44,471 - yago11k_both_0.001 - [INFO] - [E:37| 100]: Train Loss:0.0012374, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:37:47,324 - yago11k_both_0.001 - [INFO] - [E:37| 200]: Train Loss:0.0012402, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:38:50,209 - yago11k_both_0.001 - [INFO] - [E:37| 300]: Train Loss:0.0012404, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:39:53,101 - yago11k_both_0.001 - [INFO] - [E:37| 400]: Train Loss:0.0012409, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:40:55,962 - yago11k_both_0.001 - [INFO] - [E:37| 500]: Train Loss:0.0012423, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:41:58,413 - yago11k_both_0.001 - [INFO] - [E:37| 600]: Train Loss:0.001242, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:41:58,414 - yago11k_both_0.001 - [INFO] - [Epoch:37]: Training Loss:0.001242
2023-06-20 08:41:58,627 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 08:42:10,616 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 08:42:22,451 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 37 valid]:
MRR: Tail : 0.38168, Head : 0.21973, Avg : 0.30071
2023-06-20 08:42:22,451 - yago11k_both_0.001 - [INFO] - [Epoch 37]: Training Loss: 0.001242, Valid MRR: 0.30616,
2023-06-20 08:42:23,083 - yago11k_both_0.001 - [INFO] - [E:38| 0]: Train Loss:0.0012103, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:43:25,835 - yago11k_both_0.001 - [INFO] - [E:38| 100]: Train Loss:0.0012376, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:44:28,601 - yago11k_both_0.001 - [INFO] - [E:38| 200]: Train Loss:0.0012372, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:45:31,480 - yago11k_both_0.001 - [INFO] - [E:38| 300]: Train Loss:0.0012372, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:46:34,343 - yago11k_both_0.001 - [INFO] - [E:38| 400]: Train Loss:0.0012369, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:47:37,274 - yago11k_both_0.001 - [INFO] - [E:38| 500]: Train Loss:0.0012377, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:48:39,762 - yago11k_both_0.001 - [INFO] - [E:38| 600]: Train Loss:0.001238, Val MRR:0.30616, yago11k_both_0.001
2023-06-20 08:48:39,762 - yago11k_both_0.001 - [INFO] - [Epoch:38]: Training Loss:0.001238
2023-06-20 08:48:39,975 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 08:48:51,984 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 08:49:03,818 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 38 valid]:
MRR: Tail : 0.39128, Head : 0.22331, Avg : 0.3073
2023-06-20 08:49:04,748 - yago11k_both_0.001 - [INFO] - [Epoch 38]: Training Loss: 0.001238, Valid MRR: 0.3073,
2023-06-20 08:49:05,386 - yago11k_both_0.001 - [INFO] - [E:39| 0]: Train Loss:0.0012153, Val MRR:0.3073, yago11k_both_0.001
2023-06-20 08:50:08,275 - yago11k_both_0.001 - [INFO] - [E:39| 100]: Train Loss:0.0012302, Val MRR:0.3073, yago11k_both_0.001
2023-06-20 08:51:11,152 - yago11k_both_0.001 - [INFO] - [E:39| 200]: Train Loss:0.0012314, Val MRR:0.3073, yago11k_both_0.001
2023-06-20 08:52:14,097 - yago11k_both_0.001 - [INFO] - [E:39| 300]: Train Loss:0.0012316, Val MRR:0.3073, yago11k_both_0.001
2023-06-20 08:53:17,027 - yago11k_both_0.001 - [INFO] - [E:39| 400]: Train Loss:0.0012326, Val MRR:0.3073, yago11k_both_0.001
2023-06-20 08:54:19,914 - yago11k_both_0.001 - [INFO] - [E:39| 500]: Train Loss:0.0012325, Val MRR:0.3073, yago11k_both_0.001
2023-06-20 08:55:22,430 - yago11k_both_0.001 - [INFO] - [E:39| 600]: Train Loss:0.0012336, Val MRR:0.3073, yago11k_both_0.001
2023-06-20 08:55:22,430 - yago11k_both_0.001 - [INFO] - [Epoch:39]: Training Loss:0.001234
2023-06-20 08:55:22,645 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 08:55:34,681 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 08:55:46,533 - yago11k_both_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
2023-06-20 08:55:47,474 - yago11k_both_0.001 - [INFO] - [Epoch 39]: Training Loss: 0.0012336, Valid MRR: 0.30794,
2023-06-20 08:55:48,117 - yago11k_both_0.001 - [INFO] - [E:40| 0]: Train Loss:0.00122, Val MRR:0.30794, yago11k_both_0.001
2023-06-20 08:56:51,022 - yago11k_both_0.001 - [INFO] - [E:40| 100]: Train Loss:0.0012213, Val MRR:0.30794, yago11k_both_0.001
2023-06-20 08:57:53,941 - yago11k_both_0.001 - [INFO] - [E:40| 200]: Train Loss:0.001225, Val MRR:0.30794, yago11k_both_0.001
2023-06-20 08:58:56,863 - yago11k_both_0.001 - [INFO] - [E:40| 300]: Train Loss:0.0012283, Val MRR:0.30794, yago11k_both_0.001
2023-06-20 08:59:59,738 - yago11k_both_0.001 - [INFO] - [E:40| 400]: Train Loss:0.0012285, Val MRR:0.30794, yago11k_both_0.001
2023-06-20 09:01:02,540 - yago11k_both_0.001 - [INFO] - [E:40| 500]: Train Loss:0.0012297, Val MRR:0.30794, yago11k_both_0.001
2023-06-20 09:02:04,990 - yago11k_both_0.001 - [INFO] - [E:40| 600]: Train Loss:0.0012304, Val MRR:0.30794, yago11k_both_0.001
2023-06-20 09:02:04,990 - yago11k_both_0.001 - [INFO] - [Epoch:40]: Training Loss:0.00123
2023-06-20 09:02:05,204 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 09:02:17,204 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 09:02:29,027 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 40 valid]:
MRR: Tail : 0.39201, Head : 0.2243, Avg : 0.30816
2023-06-20 09:02:29,947 - yago11k_both_0.001 - [INFO] - [Epoch 40]: Training Loss: 0.0012304, Valid MRR: 0.30816,
2023-06-20 09:02:30,591 - yago11k_both_0.001 - [INFO] - [E:41| 0]: Train Loss:0.0011845, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:03:33,341 - yago11k_both_0.001 - [INFO] - [E:41| 100]: Train Loss:0.0012274, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:04:36,118 - yago11k_both_0.001 - [INFO] - [E:41| 200]: Train Loss:0.0012278, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:05:38,870 - yago11k_both_0.001 - [INFO] - [E:41| 300]: Train Loss:0.0012275, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:06:41,656 - yago11k_both_0.001 - [INFO] - [E:41| 400]: Train Loss:0.0012277, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:07:44,403 - yago11k_both_0.001 - [INFO] - [E:41| 500]: Train Loss:0.0012283, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:08:46,748 - yago11k_both_0.001 - [INFO] - [E:41| 600]: Train Loss:0.0012277, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:08:46,748 - yago11k_both_0.001 - [INFO] - [Epoch:41]: Training Loss:0.001228
2023-06-20 09:08:46,962 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 09:08:58,974 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 09:09:10,812 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 41 valid]:
MRR: Tail : 0.38518, Head : 0.23025, Avg : 0.30771
2023-06-20 09:09:10,813 - yago11k_both_0.001 - [INFO] - [Epoch 41]: Training Loss: 0.0012277, Valid MRR: 0.30816,
2023-06-20 09:09:11,451 - yago11k_both_0.001 - [INFO] - [E:42| 0]: Train Loss:0.0012292, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:10:14,305 - yago11k_both_0.001 - [INFO] - [E:42| 100]: Train Loss:0.0012275, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:11:17,197 - yago11k_both_0.001 - [INFO] - [E:42| 200]: Train Loss:0.0012257, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:12:20,153 - yago11k_both_0.001 - [INFO] - [E:42| 300]: Train Loss:0.0012261, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:13:23,027 - yago11k_both_0.001 - [INFO] - [E:42| 400]: Train Loss:0.0012249, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:14:25,854 - yago11k_both_0.001 - [INFO] - [E:42| 500]: Train Loss:0.0012251, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:15:28,245 - yago11k_both_0.001 - [INFO] - [E:42| 600]: Train Loss:0.0012249, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:15:28,245 - yago11k_both_0.001 - [INFO] - [Epoch:42]: Training Loss:0.001225
2023-06-20 09:15:28,459 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 09:15:40,462 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 09:15:52,298 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 42 valid]:
MRR: Tail : 0.38215, Head : 0.22408, Avg : 0.30312
2023-06-20 09:15:52,298 - yago11k_both_0.001 - [INFO] - [Epoch 42]: Training Loss: 0.0012249, Valid MRR: 0.30816,
2023-06-20 09:15:52,931 - yago11k_both_0.001 - [INFO] - [E:43| 0]: Train Loss:0.0011944, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:16:55,811 - yago11k_both_0.001 - [INFO] - [E:43| 100]: Train Loss:0.0012183, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:17:58,745 - yago11k_both_0.001 - [INFO] - [E:43| 200]: Train Loss:0.0012217, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:19:01,699 - yago11k_both_0.001 - [INFO] - [E:43| 300]: Train Loss:0.0012206, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:20:04,640 - yago11k_both_0.001 - [INFO] - [E:43| 400]: Train Loss:0.001221, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:21:07,559 - yago11k_both_0.001 - [INFO] - [E:43| 500]: Train Loss:0.0012212, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:22:10,097 - yago11k_both_0.001 - [INFO] - [E:43| 600]: Train Loss:0.0012215, Val MRR:0.30816, yago11k_both_0.001
2023-06-20 09:22:10,097 - yago11k_both_0.001 - [INFO] - [Epoch:43]: Training Loss:0.001221
2023-06-20 09:22:10,311 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 09:22:22,323 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 09:22:34,164 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 43 valid]:
MRR: Tail : 0.39031, Head : 0.22647, Avg : 0.30839
2023-06-20 09:22:35,109 - yago11k_both_0.001 - [INFO] - [Epoch 43]: Training Loss: 0.0012215, Valid MRR: 0.30839,
2023-06-20 09:22:35,744 - yago11k_both_0.001 - [INFO] - [E:44| 0]: Train Loss:0.0011936, Val MRR:0.30839, yago11k_both_0.001
2023-06-20 09:23:38,704 - yago11k_both_0.001 - [INFO] - [E:44| 100]: Train Loss:0.0012158, Val MRR:0.30839, yago11k_both_0.001
2023-06-20 09:24:41,680 - yago11k_both_0.001 - [INFO] - [E:44| 200]: Train Loss:0.001217, Val MRR:0.30839, yago11k_both_0.001
2023-06-20 09:25:44,718 - yago11k_both_0.001 - [INFO] - [E:44| 300]: Train Loss:0.0012166, Val MRR:0.30839, yago11k_both_0.001
2023-06-20 09:26:47,715 - yago11k_both_0.001 - [INFO] - [E:44| 400]: Train Loss:0.0012184, Val MRR:0.30839, yago11k_both_0.001
2023-06-20 09:27:50,684 - yago11k_both_0.001 - [INFO] - [E:44| 500]: Train Loss:0.0012192, Val MRR:0.30839, yago11k_both_0.001
2023-06-20 09:28:53,235 - yago11k_both_0.001 - [INFO] - [E:44| 600]: Train Loss:0.0012198, Val MRR:0.30839, yago11k_both_0.001
2023-06-20 09:28:53,236 - yago11k_both_0.001 - [INFO] - [Epoch:44]: Training Loss:0.00122
2023-06-20 09:28:53,450 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 09:29:05,486 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 09:29:17,349 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 44 valid]:
MRR: Tail : 0.39429, Head : 0.22301, Avg : 0.30865
2023-06-20 09:29:18,308 - yago11k_both_0.001 - [INFO] - [Epoch 44]: Training Loss: 0.0012198, Valid MRR: 0.30865,
2023-06-20 09:29:18,947 - yago11k_both_0.001 - [INFO] - [E:45| 0]: Train Loss:0.0012085, Val MRR:0.30865, yago11k_both_0.001
2023-06-20 09:30:21,990 - yago11k_both_0.001 - [INFO] - [E:45| 100]: Train Loss:0.0012156, Val MRR:0.30865, yago11k_both_0.001
2023-06-20 09:31:24,997 - yago11k_both_0.001 - [INFO] - [E:45| 200]: Train Loss:0.0012139, Val MRR:0.30865, yago11k_both_0.001
2023-06-20 09:32:28,003 - yago11k_both_0.001 - [INFO] - [E:45| 300]: Train Loss:0.0012146, Val MRR:0.30865, yago11k_both_0.001
2023-06-20 09:33:31,060 - yago11k_both_0.001 - [INFO] - [E:45| 400]: Train Loss:0.0012153, Val MRR:0.30865, yago11k_both_0.001
2023-06-20 09:34:34,101 - yago11k_both_0.001 - [INFO] - [E:45| 500]: Train Loss:0.0012157, Val MRR:0.30865, yago11k_both_0.001
2023-06-20 09:35:36,772 - yago11k_both_0.001 - [INFO] - [E:45| 600]: Train Loss:0.001216, Val MRR:0.30865, yago11k_both_0.001
2023-06-20 09:35:36,772 - yago11k_both_0.001 - [INFO] - [Epoch:45]: Training Loss:0.001216
2023-06-20 09:35:36,986 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 09:35:49,039 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 09:36:00,929 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 45 valid]:
MRR: Tail : 0.38768, Head : 0.22776, Avg : 0.30772
2023-06-20 09:36:00,929 - yago11k_both_0.001 - [INFO] - [Epoch 45]: Training Loss: 0.001216, Valid MRR: 0.30865,
2023-06-20 09:36:01,569 - yago11k_both_0.001 - [INFO] - [E:46| 0]: Train Loss:0.0012007, Val MRR:0.30865, yago11k_both_0.001
2023-06-20 09:37:04,714 - yago11k_both_0.001 - [INFO] - [E:46| 100]: Train Loss:0.0012071, Val MRR:0.30865, yago11k_both_0.001
2023-06-20 09:38:07,815 - yago11k_both_0.001 - [INFO] - [E:46| 200]: Train Loss:0.0012102, Val MRR:0.30865, yago11k_both_0.001
2023-06-20 09:39:10,907 - yago11k_both_0.001 - [INFO] - [E:46| 300]: Train Loss:0.0012127, Val MRR:0.30865, yago11k_both_0.001
2023-06-20 09:40:13,942 - yago11k_both_0.001 - [INFO] - [E:46| 400]: Train Loss:0.0012125, Val MRR:0.30865, yago11k_both_0.001
2023-06-20 09:41:16,927 - yago11k_both_0.001 - [INFO] - [E:46| 500]: Train Loss:0.0012133, Val MRR:0.30865, yago11k_both_0.001
2023-06-20 09:42:19,495 - yago11k_both_0.001 - [INFO] - [E:46| 600]: Train Loss:0.0012131, Val MRR:0.30865, yago11k_both_0.001
2023-06-20 09:42:19,495 - yago11k_both_0.001 - [INFO] - [Epoch:46]: Training Loss:0.001213
2023-06-20 09:42:19,710 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 09:42:31,752 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 09:42:43,629 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 46 valid]:
MRR: Tail : 0.39713, Head : 0.22528, Avg : 0.31121
2023-06-20 09:42:45,637 - yago11k_both_0.001 - [INFO] - [Epoch 46]: Training Loss: 0.0012131, Valid MRR: 0.31121,
2023-06-20 09:42:46,274 - yago11k_both_0.001 - [INFO] - [E:47| 0]: Train Loss:0.0011763, Val MRR:0.31121, yago11k_both_0.001
2023-06-20 09:43:49,354 - yago11k_both_0.001 - [INFO] - [E:47| 100]: Train Loss:0.0012089, Val MRR:0.31121, yago11k_both_0.001
2023-06-20 09:44:52,416 - yago11k_both_0.001 - [INFO] - [E:47| 200]: Train Loss:0.0012073, Val MRR:0.31121, yago11k_both_0.001
2023-06-20 09:45:55,450 - yago11k_both_0.001 - [INFO] - [E:47| 300]: Train Loss:0.0012082, Val MRR:0.31121, yago11k_both_0.001
2023-06-20 09:46:58,501 - yago11k_both_0.001 - [INFO] - [E:47| 400]: Train Loss:0.0012093, Val MRR:0.31121, yago11k_both_0.001
2023-06-20 09:48:01,530 - yago11k_both_0.001 - [INFO] - [E:47| 500]: Train Loss:0.0012102, Val MRR:0.31121, yago11k_both_0.001
2023-06-20 09:49:04,175 - yago11k_both_0.001 - [INFO] - [E:47| 600]: Train Loss:0.0012108, Val MRR:0.31121, yago11k_both_0.001
2023-06-20 09:49:04,175 - yago11k_both_0.001 - [INFO] - [Epoch:47]: Training Loss:0.001211
2023-06-20 09:49:04,389 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 09:49:16,456 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 09:49:28,342 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 47 valid]:
MRR: Tail : 0.3919, Head : 0.2272, Avg : 0.30955
2023-06-20 09:49:28,342 - yago11k_both_0.001 - [INFO] - [Epoch 47]: Training Loss: 0.0012108, Valid MRR: 0.31121,
2023-06-20 09:49:28,979 - yago11k_both_0.001 - [INFO] - [E:48| 0]: Train Loss:0.0012158, Val MRR:0.31121, yago11k_both_0.001
2023-06-20 09:50:32,094 - yago11k_both_0.001 - [INFO] - [E:48| 100]: Train Loss:0.0012062, Val MRR:0.31121, yago11k_both_0.001
2023-06-20 09:51:35,229 - yago11k_both_0.001 - [INFO] - [E:48| 200]: Train Loss:0.0012051, Val MRR:0.31121, yago11k_both_0.001
2023-06-20 09:52:38,351 - yago11k_both_0.001 - [INFO] - [E:48| 300]: Train Loss:0.0012061, Val MRR:0.31121, yago11k_both_0.001
2023-06-20 09:53:41,471 - yago11k_both_0.001 - [INFO] - [E:48| 400]: Train Loss:0.0012068, Val MRR:0.31121, yago11k_both_0.001
2023-06-20 09:54:44,551 - yago11k_both_0.001 - [INFO] - [E:48| 500]: Train Loss:0.0012071, Val MRR:0.31121, yago11k_both_0.001
2023-06-20 09:55:47,203 - yago11k_both_0.001 - [INFO] - [E:48| 600]: Train Loss:0.0012083, Val MRR:0.31121, yago11k_both_0.001
2023-06-20 09:55:47,203 - yago11k_both_0.001 - [INFO] - [Epoch:48]: Training Loss:0.001208
2023-06-20 09:55:47,417 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 09:55:59,470 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 09:56:11,969 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 48 valid]:
MRR: Tail : 0.39424, Head : 0.22894, Avg : 0.31159
2023-06-20 09:56:14,020 - yago11k_both_0.001 - [INFO] - [Epoch 48]: Training Loss: 0.0012083, Valid MRR: 0.31159,
2023-06-20 09:56:14,669 - yago11k_both_0.001 - [INFO] - [E:49| 0]: Train Loss:0.001181, Val MRR:0.31159, yago11k_both_0.001
2023-06-20 09:57:17,694 - yago11k_both_0.001 - [INFO] - [E:49| 100]: Train Loss:0.0012059, Val MRR:0.31159, yago11k_both_0.001
2023-06-20 09:58:20,700 - yago11k_both_0.001 - [INFO] - [E:49| 200]: Train Loss:0.0012033, Val MRR:0.31159, yago11k_both_0.001
2023-06-20 09:59:23,713 - yago11k_both_0.001 - [INFO] - [E:49| 300]: Train Loss:0.0012058, Val MRR:0.31159, yago11k_both_0.001
2023-06-20 10:00:26,792 - yago11k_both_0.001 - [INFO] - [E:49| 400]: Train Loss:0.0012067, Val MRR:0.31159, yago11k_both_0.001
2023-06-20 10:01:29,952 - yago11k_both_0.001 - [INFO] - [E:49| 500]: Train Loss:0.0012064, Val MRR:0.31159, yago11k_both_0.001
2023-06-20 10:02:32,667 - yago11k_both_0.001 - [INFO] - [E:49| 600]: Train Loss:0.0012061, Val MRR:0.31159, yago11k_both_0.001
2023-06-20 10:02:32,668 - yago11k_both_0.001 - [INFO] - [Epoch:49]: Training Loss:0.001206
2023-06-20 10:02:32,884 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 10:02:44,958 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 10:02:56,858 - yago11k_both_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
2023-06-20 10:02:59,290 - yago11k_both_0.001 - [INFO] - [Epoch 49]: Training Loss: 0.0012061, Valid MRR: 0.31239,
2023-06-20 10:02:59,931 - yago11k_both_0.001 - [INFO] - [E:50| 0]: Train Loss:0.001176, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:04:02,948 - yago11k_both_0.001 - [INFO] - [E:50| 100]: Train Loss:0.0011977, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:05:06,074 - yago11k_both_0.001 - [INFO] - [E:50| 200]: Train Loss:0.0011994, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:06:09,248 - yago11k_both_0.001 - [INFO] - [E:50| 300]: Train Loss:0.0012009, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:07:12,406 - yago11k_both_0.001 - [INFO] - [E:50| 400]: Train Loss:0.0012022, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:08:15,532 - yago11k_both_0.001 - [INFO] - [E:50| 500]: Train Loss:0.0012029, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:09:18,230 - yago11k_both_0.001 - [INFO] - [E:50| 600]: Train Loss:0.0012037, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:09:18,231 - yago11k_both_0.001 - [INFO] - [Epoch:50]: Training Loss:0.001204
2023-06-20 10:09:18,444 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 10:09:30,525 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 10:09:42,413 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 50 valid]:
MRR: Tail : 0.38869, Head : 0.22814, Avg : 0.30841
2023-06-20 10:09:42,413 - yago11k_both_0.001 - [INFO] - [Epoch 50]: Training Loss: 0.0012037, Valid MRR: 0.31239,
2023-06-20 10:09:43,049 - yago11k_both_0.001 - [INFO] - [E:51| 0]: Train Loss:0.0011945, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:10:46,169 - yago11k_both_0.001 - [INFO] - [E:51| 100]: Train Loss:0.0011984, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:11:49,311 - yago11k_both_0.001 - [INFO] - [E:51| 200]: Train Loss:0.0011994, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:12:52,414 - yago11k_both_0.001 - [INFO] - [E:51| 300]: Train Loss:0.0011996, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:13:55,452 - yago11k_both_0.001 - [INFO] - [E:51| 400]: Train Loss:0.0012009, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:14:58,443 - yago11k_both_0.001 - [INFO] - [E:51| 500]: Train Loss:0.0012011, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:16:01,034 - yago11k_both_0.001 - [INFO] - [E:51| 600]: Train Loss:0.0012022, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:16:01,034 - yago11k_both_0.001 - [INFO] - [Epoch:51]: Training Loss:0.001202
2023-06-20 10:16:01,249 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 10:16:13,295 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 10:16:25,168 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 51 valid]:
MRR: Tail : 0.39432, Head : 0.22563, Avg : 0.30997
2023-06-20 10:16:25,168 - yago11k_both_0.001 - [INFO] - [Epoch 51]: Training Loss: 0.0012022, Valid MRR: 0.31239,
2023-06-20 10:16:25,802 - yago11k_both_0.001 - [INFO] - [E:52| 0]: Train Loss:0.0011948, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:17:28,824 - yago11k_both_0.001 - [INFO] - [E:52| 100]: Train Loss:0.001197, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:18:31,832 - yago11k_both_0.001 - [INFO] - [E:52| 200]: Train Loss:0.0011967, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:19:34,857 - yago11k_both_0.001 - [INFO] - [E:52| 300]: Train Loss:0.0011987, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:20:37,899 - yago11k_both_0.001 - [INFO] - [E:52| 400]: Train Loss:0.0011994, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:21:40,919 - yago11k_both_0.001 - [INFO] - [E:52| 500]: Train Loss:0.0011997, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:22:43,488 - yago11k_both_0.001 - [INFO] - [E:52| 600]: Train Loss:0.0012, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:22:43,489 - yago11k_both_0.001 - [INFO] - [Epoch:52]: Training Loss:0.0012
2023-06-20 10:22:43,702 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 10:22:55,747 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 10:23:07,622 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 52 valid]:
MRR: Tail : 0.39838, Head : 0.22543, Avg : 0.3119
2023-06-20 10:23:07,622 - yago11k_both_0.001 - [INFO] - [Epoch 52]: Training Loss: 0.0012, Valid MRR: 0.31239,
2023-06-20 10:23:08,257 - yago11k_both_0.001 - [INFO] - [E:53| 0]: Train Loss:0.00119, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:24:11,317 - yago11k_both_0.001 - [INFO] - [E:53| 100]: Train Loss:0.0011928, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:25:14,446 - yago11k_both_0.001 - [INFO] - [E:53| 200]: Train Loss:0.0011953, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:26:17,470 - yago11k_both_0.001 - [INFO] - [E:53| 300]: Train Loss:0.0011959, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:27:20,566 - yago11k_both_0.001 - [INFO] - [E:53| 400]: Train Loss:0.0011965, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:28:23,604 - yago11k_both_0.001 - [INFO] - [E:53| 500]: Train Loss:0.0011965, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:29:26,262 - yago11k_both_0.001 - [INFO] - [E:53| 600]: Train Loss:0.0011981, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:29:26,263 - yago11k_both_0.001 - [INFO] - [Epoch:53]: Training Loss:0.001198
2023-06-20 10:29:26,477 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 10:29:38,516 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 10:29:50,382 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 53 valid]:
MRR: Tail : 0.39223, Head : 0.22404, Avg : 0.30813
2023-06-20 10:29:50,382 - yago11k_both_0.001 - [INFO] - [Epoch 53]: Training Loss: 0.0011981, Valid MRR: 0.31239,
2023-06-20 10:29:51,019 - yago11k_both_0.001 - [INFO] - [E:54| 0]: Train Loss:0.001165, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:30:54,083 - yago11k_both_0.001 - [INFO] - [E:54| 100]: Train Loss:0.001194, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:31:57,151 - yago11k_both_0.001 - [INFO] - [E:54| 200]: Train Loss:0.0011934, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:33:00,238 - yago11k_both_0.001 - [INFO] - [E:54| 300]: Train Loss:0.0011942, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:34:03,280 - yago11k_both_0.001 - [INFO] - [E:54| 400]: Train Loss:0.0011952, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:35:06,332 - yago11k_both_0.001 - [INFO] - [E:54| 500]: Train Loss:0.0011952, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:36:08,924 - yago11k_both_0.001 - [INFO] - [E:54| 600]: Train Loss:0.0011968, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:36:08,925 - yago11k_both_0.001 - [INFO] - [Epoch:54]: Training Loss:0.001197
2023-06-20 10:36:09,138 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 10:36:21,184 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 10:36:33,049 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 54 valid]:
MRR: Tail : 0.38774, Head : 0.22512, Avg : 0.30643
2023-06-20 10:36:33,049 - yago11k_both_0.001 - [INFO] - [Epoch 54]: Training Loss: 0.0011968, Valid MRR: 0.31239,
2023-06-20 10:36:33,689 - yago11k_both_0.001 - [INFO] - [E:55| 0]: Train Loss:0.0012037, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:37:36,830 - yago11k_both_0.001 - [INFO] - [E:55| 100]: Train Loss:0.0011961, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:38:39,918 - yago11k_both_0.001 - [INFO] - [E:55| 200]: Train Loss:0.0011945, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:39:42,978 - yago11k_both_0.001 - [INFO] - [E:55| 300]: Train Loss:0.001195, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:40:46,042 - yago11k_both_0.001 - [INFO] - [E:55| 400]: Train Loss:0.0011951, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:41:49,126 - yago11k_both_0.001 - [INFO] - [E:55| 500]: Train Loss:0.0011953, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:42:51,711 - yago11k_both_0.001 - [INFO] - [E:55| 600]: Train Loss:0.0011953, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:42:51,711 - yago11k_both_0.001 - [INFO] - [Epoch:55]: Training Loss:0.001195
2023-06-20 10:42:51,925 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 10:43:03,986 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 10:43:15,874 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 55 valid]:
MRR: Tail : 0.387, Head : 0.2254, Avg : 0.3062
2023-06-20 10:43:15,874 - yago11k_both_0.001 - [INFO] - [Epoch 55]: Training Loss: 0.0011953, Valid MRR: 0.31239,
2023-06-20 10:43:16,511 - yago11k_both_0.001 - [INFO] - [E:56| 0]: Train Loss:0.0011555, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:44:19,540 - yago11k_both_0.001 - [INFO] - [E:56| 100]: Train Loss:0.0011927, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:45:22,558 - yago11k_both_0.001 - [INFO] - [E:56| 200]: Train Loss:0.0011927, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:46:25,598 - yago11k_both_0.001 - [INFO] - [E:56| 300]: Train Loss:0.001192, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:47:28,607 - yago11k_both_0.001 - [INFO] - [E:56| 400]: Train Loss:0.0011925, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:48:31,734 - yago11k_both_0.001 - [INFO] - [E:56| 500]: Train Loss:0.0011928, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:49:34,460 - yago11k_both_0.001 - [INFO] - [E:56| 600]: Train Loss:0.0011934, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:49:34,461 - yago11k_both_0.001 - [INFO] - [Epoch:56]: Training Loss:0.001193
2023-06-20 10:49:34,675 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 10:49:46,726 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 10:49:58,620 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 56 valid]:
MRR: Tail : 0.39074, Head : 0.22904, Avg : 0.30989
2023-06-20 10:49:58,620 - yago11k_both_0.001 - [INFO] - [Epoch 56]: Training Loss: 0.0011934, Valid MRR: 0.31239,
2023-06-20 10:49:59,258 - yago11k_both_0.001 - [INFO] - [E:57| 0]: Train Loss:0.00124, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:51:02,422 - yago11k_both_0.001 - [INFO] - [E:57| 100]: Train Loss:0.0011874, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:52:05,582 - yago11k_both_0.001 - [INFO] - [E:57| 200]: Train Loss:0.00119, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:53:08,660 - yago11k_both_0.001 - [INFO] - [E:57| 300]: Train Loss:0.0011914, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:54:11,676 - yago11k_both_0.001 - [INFO] - [E:57| 400]: Train Loss:0.0011912, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:55:14,826 - yago11k_both_0.001 - [INFO] - [E:57| 500]: Train Loss:0.001191, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:56:17,565 - yago11k_both_0.001 - [INFO] - [E:57| 600]: Train Loss:0.0011917, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:56:17,565 - yago11k_both_0.001 - [INFO] - [Epoch:57]: Training Loss:0.001192
2023-06-20 10:56:17,781 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 10:56:29,853 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 10:56:41,740 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 57 valid]:
MRR: Tail : 0.3867, Head : 0.22429, Avg : 0.30549
2023-06-20 10:56:41,740 - yago11k_both_0.001 - [INFO] - [Epoch 57]: Training Loss: 0.0011917, Valid MRR: 0.31239,
2023-06-20 10:56:42,374 - yago11k_both_0.001 - [INFO] - [E:58| 0]: Train Loss:0.0011927, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:57:45,523 - yago11k_both_0.001 - [INFO] - [E:58| 100]: Train Loss:0.001188, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:58:48,630 - yago11k_both_0.001 - [INFO] - [E:58| 200]: Train Loss:0.0011897, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 10:59:51,659 - yago11k_both_0.001 - [INFO] - [E:58| 300]: Train Loss:0.00119, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 11:00:54,689 - yago11k_both_0.001 - [INFO] - [E:58| 400]: Train Loss:0.0011892, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 11:01:57,716 - yago11k_both_0.001 - [INFO] - [E:58| 500]: Train Loss:0.0011895, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 11:03:00,322 - yago11k_both_0.001 - [INFO] - [E:58| 600]: Train Loss:0.00119, Val MRR:0.31239, yago11k_both_0.001
2023-06-20 11:03:00,323 - yago11k_both_0.001 - [INFO] - [Epoch:58]: Training Loss:0.00119
2023-06-20 11:03:00,537 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 11:03:12,563 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 11:03:24,425 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 58 valid]:
MRR: Tail : 0.40025, Head : 0.22559, Avg : 0.31292
2023-06-20 11:03:25,366 - yago11k_both_0.001 - [INFO] - [Epoch 58]: Training Loss: 0.00119, Valid MRR: 0.31292,
2023-06-20 11:03:26,004 - yago11k_both_0.001 - [INFO] - [E:59| 0]: Train Loss:0.0011553, Val MRR:0.31292, yago11k_both_0.001
2023-06-20 11:04:29,033 - yago11k_both_0.001 - [INFO] - [E:59| 100]: Train Loss:0.0011861, Val MRR:0.31292, yago11k_both_0.001
2023-06-20 11:05:32,072 - yago11k_both_0.001 - [INFO] - [E:59| 200]: Train Loss:0.0011847, Val MRR:0.31292, yago11k_both_0.001
2023-06-20 11:06:35,125 - yago11k_both_0.001 - [INFO] - [E:59| 300]: Train Loss:0.0011861, Val MRR:0.31292, yago11k_both_0.001
2023-06-20 11:07:38,182 - yago11k_both_0.001 - [INFO] - [E:59| 400]: Train Loss:0.0011866, Val MRR:0.31292, yago11k_both_0.001
2023-06-20 11:08:41,215 - yago11k_both_0.001 - [INFO] - [E:59| 500]: Train Loss:0.0011866, Val MRR:0.31292, yago11k_both_0.001
2023-06-20 11:09:43,814 - yago11k_both_0.001 - [INFO] - [E:59| 600]: Train Loss:0.0011881, Val MRR:0.31292, yago11k_both_0.001
2023-06-20 11:09:43,815 - yago11k_both_0.001 - [INFO] - [Epoch:59]: Training Loss:0.001188
2023-06-20 11:09:44,030 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 11:09:56,081 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 11:10:07,958 - yago11k_both_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
2023-06-20 11:10:08,899 - yago11k_both_0.001 - [INFO] - [Epoch 59]: Training Loss: 0.0011881, Valid MRR: 0.31295,
2023-06-20 11:10:09,540 - yago11k_both_0.001 - [INFO] - [E:60| 0]: Train Loss:0.0011529, Val MRR:0.31295, yago11k_both_0.001
2023-06-20 11:11:12,595 - yago11k_both_0.001 - [INFO] - [E:60| 100]: Train Loss:0.0011832, Val MRR:0.31295, yago11k_both_0.001
2023-06-20 11:12:15,627 - yago11k_both_0.001 - [INFO] - [E:60| 200]: Train Loss:0.0011856, Val MRR:0.31295, yago11k_both_0.001
2023-06-20 11:13:18,662 - yago11k_both_0.001 - [INFO] - [E:60| 300]: Train Loss:0.001184, Val MRR:0.31295, yago11k_both_0.001
2023-06-20 11:14:21,683 - yago11k_both_0.001 - [INFO] - [E:60| 400]: Train Loss:0.0011852, Val MRR:0.31295, yago11k_both_0.001
2023-06-20 11:15:24,697 - yago11k_both_0.001 - [INFO] - [E:60| 500]: Train Loss:0.0011853, Val MRR:0.31295, yago11k_both_0.001
2023-06-20 11:16:27,280 - yago11k_both_0.001 - [INFO] - [E:60| 600]: Train Loss:0.0011864, Val MRR:0.31295, yago11k_both_0.001
2023-06-20 11:16:27,280 - yago11k_both_0.001 - [INFO] - [Epoch:60]: Training Loss:0.001186
2023-06-20 11:16:27,493 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 11:16:39,524 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 11:16:51,378 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 60 valid]:
MRR: Tail : 0.39767, Head : 0.2282, Avg : 0.31293
2023-06-20 11:16:51,378 - yago11k_both_0.001 - [INFO] - [Epoch 60]: Training Loss: 0.0011864, Valid MRR: 0.31295,
2023-06-20 11:16:52,013 - yago11k_both_0.001 - [INFO] - [E:61| 0]: Train Loss:0.0011831, Val MRR:0.31295, yago11k_both_0.001
2023-06-20 11:17:55,029 - yago11k_both_0.001 - [INFO] - [E:61| 100]: Train Loss:0.0011828, Val MRR:0.31295, yago11k_both_0.001
2023-06-20 11:18:58,033 - yago11k_both_0.001 - [INFO] - [E:61| 200]: Train Loss:0.0011857, Val MRR:0.31295, yago11k_both_0.001
2023-06-20 11:20:01,048 - yago11k_both_0.001 - [INFO] - [E:61| 300]: Train Loss:0.0011846, Val MRR:0.31295, yago11k_both_0.001
2023-06-20 11:21:04,058 - yago11k_both_0.001 - [INFO] - [E:61| 400]: Train Loss:0.0011848, Val MRR:0.31295, yago11k_both_0.001
2023-06-20 11:22:07,088 - yago11k_both_0.001 - [INFO] - [E:61| 500]: Train Loss:0.0011849, Val MRR:0.31295, yago11k_both_0.001
2023-06-20 11:23:09,677 - yago11k_both_0.001 - [INFO] - [E:61| 600]: Train Loss:0.0011856, Val MRR:0.31295, yago11k_both_0.001
2023-06-20 11:23:09,677 - yago11k_both_0.001 - [INFO] - [Epoch:61]: Training Loss:0.001186
2023-06-20 11:23:09,891 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 11:23:21,933 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 11:23:33,799 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 61 valid]:
MRR: Tail : 0.40314, Head : 0.22391, Avg : 0.31352
2023-06-20 11:23:34,748 - yago11k_both_0.001 - [INFO] - [Epoch 61]: Training Loss: 0.0011856, Valid MRR: 0.31352,
2023-06-20 11:23:35,387 - yago11k_both_0.001 - [INFO] - [E:62| 0]: Train Loss:0.0011518, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:24:38,404 - yago11k_both_0.001 - [INFO] - [E:62| 100]: Train Loss:0.0011794, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:25:41,418 - yago11k_both_0.001 - [INFO] - [E:62| 200]: Train Loss:0.0011817, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:26:44,468 - yago11k_both_0.001 - [INFO] - [E:62| 300]: Train Loss:0.0011818, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:27:47,499 - yago11k_both_0.001 - [INFO] - [E:62| 400]: Train Loss:0.0011832, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:28:50,514 - yago11k_both_0.001 - [INFO] - [E:62| 500]: Train Loss:0.0011843, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:29:53,078 - yago11k_both_0.001 - [INFO] - [E:62| 600]: Train Loss:0.0011842, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:29:53,079 - yago11k_both_0.001 - [INFO] - [Epoch:62]: Training Loss:0.001184
2023-06-20 11:29:53,293 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 11:30:05,316 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 11:30:17,176 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 62 valid]:
MRR: Tail : 0.39641, Head : 0.22621, Avg : 0.31131
2023-06-20 11:30:17,177 - yago11k_both_0.001 - [INFO] - [Epoch 62]: Training Loss: 0.0011842, Valid MRR: 0.31352,
2023-06-20 11:30:17,811 - yago11k_both_0.001 - [INFO] - [E:63| 0]: Train Loss:0.001173, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:31:20,842 - yago11k_both_0.001 - [INFO] - [E:63| 100]: Train Loss:0.0011824, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:32:23,855 - yago11k_both_0.001 - [INFO] - [E:63| 200]: Train Loss:0.0011831, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:33:26,858 - yago11k_both_0.001 - [INFO] - [E:63| 300]: Train Loss:0.0011821, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:34:29,883 - yago11k_both_0.001 - [INFO] - [E:63| 400]: Train Loss:0.0011833, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:35:32,900 - yago11k_both_0.001 - [INFO] - [E:63| 500]: Train Loss:0.0011832, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:36:35,412 - yago11k_both_0.001 - [INFO] - [E:63| 600]: Train Loss:0.0011833, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:36:35,412 - yago11k_both_0.001 - [INFO] - [Epoch:63]: Training Loss:0.001183
2023-06-20 11:36:35,627 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 11:36:47,635 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 11:36:59,473 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 63 valid]:
MRR: Tail : 0.3936, Head : 0.22675, Avg : 0.31017
2023-06-20 11:36:59,473 - yago11k_both_0.001 - [INFO] - [Epoch 63]: Training Loss: 0.0011833, Valid MRR: 0.31352,
2023-06-20 11:37:00,107 - yago11k_both_0.001 - [INFO] - [E:64| 0]: Train Loss:0.0011619, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:38:03,039 - yago11k_both_0.001 - [INFO] - [E:64| 100]: Train Loss:0.0011769, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:39:05,996 - yago11k_both_0.001 - [INFO] - [E:64| 200]: Train Loss:0.0011769, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:40:08,966 - yago11k_both_0.001 - [INFO] - [E:64| 300]: Train Loss:0.0011788, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:41:11,947 - yago11k_both_0.001 - [INFO] - [E:64| 400]: Train Loss:0.0011803, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:42:14,941 - yago11k_both_0.001 - [INFO] - [E:64| 500]: Train Loss:0.0011806, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:43:17,470 - yago11k_both_0.001 - [INFO] - [E:64| 600]: Train Loss:0.0011817, Val MRR:0.31352, yago11k_both_0.001
2023-06-20 11:43:17,471 - yago11k_both_0.001 - [INFO] - [Epoch:64]: Training Loss:0.001182
2023-06-20 11:43:17,686 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 11:43:29,705 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 11:43:41,558 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 64 valid]:
MRR: Tail : 0.40692, Head : 0.22628, Avg : 0.3166
2023-06-20 11:43:42,503 - yago11k_both_0.001 - [INFO] - [Epoch 64]: Training Loss: 0.0011817, Valid MRR: 0.3166,
2023-06-20 11:43:43,139 - yago11k_both_0.001 - [INFO] - [E:65| 0]: Train Loss:0.0011863, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 11:44:46,109 - yago11k_both_0.001 - [INFO] - [E:65| 100]: Train Loss:0.0011802, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 11:45:49,126 - yago11k_both_0.001 - [INFO] - [E:65| 200]: Train Loss:0.0011791, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 11:46:52,106 - yago11k_both_0.001 - [INFO] - [E:65| 300]: Train Loss:0.001179, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 11:47:55,104 - yago11k_both_0.001 - [INFO] - [E:65| 400]: Train Loss:0.0011795, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 11:48:58,113 - yago11k_both_0.001 - [INFO] - [E:65| 500]: Train Loss:0.0011799, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 11:50:00,678 - yago11k_both_0.001 - [INFO] - [E:65| 600]: Train Loss:0.0011809, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 11:50:00,678 - yago11k_both_0.001 - [INFO] - [Epoch:65]: Training Loss:0.001181
2023-06-20 11:50:00,894 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 11:50:12,920 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 11:50:24,775 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 65 valid]:
MRR: Tail : 0.40419, Head : 0.2269, Avg : 0.31554
2023-06-20 11:50:24,775 - yago11k_both_0.001 - [INFO] - [Epoch 65]: Training Loss: 0.0011809, Valid MRR: 0.3166,
2023-06-20 11:50:25,410 - yago11k_both_0.001 - [INFO] - [E:66| 0]: Train Loss:0.0011926, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 11:51:28,408 - yago11k_both_0.001 - [INFO] - [E:66| 100]: Train Loss:0.001178, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 11:52:31,416 - yago11k_both_0.001 - [INFO] - [E:66| 200]: Train Loss:0.0011762, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 11:53:34,408 - yago11k_both_0.001 - [INFO] - [E:66| 300]: Train Loss:0.0011779, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 11:54:37,406 - yago11k_both_0.001 - [INFO] - [E:66| 400]: Train Loss:0.0011786, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 11:55:40,387 - yago11k_both_0.001 - [INFO] - [E:66| 500]: Train Loss:0.0011783, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 11:56:42,946 - yago11k_both_0.001 - [INFO] - [E:66| 600]: Train Loss:0.0011791, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 11:56:42,947 - yago11k_both_0.001 - [INFO] - [Epoch:66]: Training Loss:0.001179
2023-06-20 11:56:43,161 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 11:56:55,219 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 11:57:07,113 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 66 valid]:
MRR: Tail : 0.39889, Head : 0.22924, Avg : 0.31406
2023-06-20 11:57:07,113 - yago11k_both_0.001 - [INFO] - [Epoch 66]: Training Loss: 0.0011791, Valid MRR: 0.3166,
2023-06-20 11:57:07,751 - yago11k_both_0.001 - [INFO] - [E:67| 0]: Train Loss:0.0011683, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 11:58:10,776 - yago11k_both_0.001 - [INFO] - [E:67| 100]: Train Loss:0.0011778, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 11:59:13,814 - yago11k_both_0.001 - [INFO] - [E:67| 200]: Train Loss:0.0011763, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:00:16,912 - yago11k_both_0.001 - [INFO] - [E:67| 300]: Train Loss:0.0011767, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:01:19,929 - yago11k_both_0.001 - [INFO] - [E:67| 400]: Train Loss:0.0011775, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:02:22,939 - yago11k_both_0.001 - [INFO] - [E:67| 500]: Train Loss:0.0011779, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:03:25,549 - yago11k_both_0.001 - [INFO] - [E:67| 600]: Train Loss:0.0011782, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:03:25,549 - yago11k_both_0.001 - [INFO] - [Epoch:67]: Training Loss:0.001178
2023-06-20 12:03:25,764 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 12:03:37,826 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 12:03:49,717 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 67 valid]:
MRR: Tail : 0.39919, Head : 0.22763, Avg : 0.31341
2023-06-20 12:03:49,717 - yago11k_both_0.001 - [INFO] - [Epoch 67]: Training Loss: 0.0011782, Valid MRR: 0.3166,
2023-06-20 12:03:50,354 - yago11k_both_0.001 - [INFO] - [E:68| 0]: Train Loss:0.0011881, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:04:53,371 - yago11k_both_0.001 - [INFO] - [E:68| 100]: Train Loss:0.001179, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:05:56,329 - yago11k_both_0.001 - [INFO] - [E:68| 200]: Train Loss:0.0011775, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:06:59,265 - yago11k_both_0.001 - [INFO] - [E:68| 300]: Train Loss:0.0011763, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:08:02,201 - yago11k_both_0.001 - [INFO] - [E:68| 400]: Train Loss:0.0011765, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:09:05,145 - yago11k_both_0.001 - [INFO] - [E:68| 500]: Train Loss:0.0011766, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:10:07,660 - yago11k_both_0.001 - [INFO] - [E:68| 600]: Train Loss:0.0011772, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:10:07,660 - yago11k_both_0.001 - [INFO] - [Epoch:68]: Training Loss:0.001177
2023-06-20 12:10:07,873 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 12:10:19,901 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 12:10:31,756 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 68 valid]:
MRR: Tail : 0.40027, Head : 0.22758, Avg : 0.31392
2023-06-20 12:10:31,756 - yago11k_both_0.001 - [INFO] - [Epoch 68]: Training Loss: 0.0011772, Valid MRR: 0.3166,
2023-06-20 12:10:32,391 - yago11k_both_0.001 - [INFO] - [E:69| 0]: Train Loss:0.0011718, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:11:35,318 - yago11k_both_0.001 - [INFO] - [E:69| 100]: Train Loss:0.0011767, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:12:38,229 - yago11k_both_0.001 - [INFO] - [E:69| 200]: Train Loss:0.0011752, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:13:41,133 - yago11k_both_0.001 - [INFO] - [E:69| 300]: Train Loss:0.0011751, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:14:44,054 - yago11k_both_0.001 - [INFO] - [E:69| 400]: Train Loss:0.0011757, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:15:46,962 - yago11k_both_0.001 - [INFO] - [E:69| 500]: Train Loss:0.0011758, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:16:49,436 - yago11k_both_0.001 - [INFO] - [E:69| 600]: Train Loss:0.0011759, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:16:49,436 - yago11k_both_0.001 - [INFO] - [Epoch:69]: Training Loss:0.001176
2023-06-20 12:16:49,650 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 12:17:01,666 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 12:17:13,501 - yago11k_both_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
2023-06-20 12:17:13,501 - yago11k_both_0.001 - [INFO] - [Epoch 69]: Training Loss: 0.0011759, Valid MRR: 0.3166,
2023-06-20 12:17:14,134 - yago11k_both_0.001 - [INFO] - [E:70| 0]: Train Loss:0.0011708, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:18:17,079 - yago11k_both_0.001 - [INFO] - [E:70| 100]: Train Loss:0.0011729, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:19:20,004 - yago11k_both_0.001 - [INFO] - [E:70| 200]: Train Loss:0.0011737, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:20:22,913 - yago11k_both_0.001 - [INFO] - [E:70| 300]: Train Loss:0.0011736, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:21:25,831 - yago11k_both_0.001 - [INFO] - [E:70| 400]: Train Loss:0.0011742, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:22:28,723 - yago11k_both_0.001 - [INFO] - [E:70| 500]: Train Loss:0.0011746, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:23:31,182 - yago11k_both_0.001 - [INFO] - [E:70| 600]: Train Loss:0.001175, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:23:31,183 - yago11k_both_0.001 - [INFO] - [Epoch:70]: Training Loss:0.001175
2023-06-20 12:23:31,397 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 12:23:43,431 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 12:23:55,313 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 70 valid]:
MRR: Tail : 0.40025, Head : 0.22535, Avg : 0.3128
2023-06-20 12:23:55,314 - yago11k_both_0.001 - [INFO] - [Epoch 70]: Training Loss: 0.001175, Valid MRR: 0.3166,
2023-06-20 12:23:55,949 - yago11k_both_0.001 - [INFO] - [E:71| 0]: Train Loss:0.0012126, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:24:58,910 - yago11k_both_0.001 - [INFO] - [E:71| 100]: Train Loss:0.0011749, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:26:01,879 - yago11k_both_0.001 - [INFO] - [E:71| 200]: Train Loss:0.0011725, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:27:04,854 - yago11k_both_0.001 - [INFO] - [E:71| 300]: Train Loss:0.0011728, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:28:07,828 - yago11k_both_0.001 - [INFO] - [E:71| 400]: Train Loss:0.0011747, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:29:10,801 - yago11k_both_0.001 - [INFO] - [E:71| 500]: Train Loss:0.0011751, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:30:13,362 - yago11k_both_0.001 - [INFO] - [E:71| 600]: Train Loss:0.0011743, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:30:13,362 - yago11k_both_0.001 - [INFO] - [Epoch:71]: Training Loss:0.001174
2023-06-20 12:30:13,576 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 12:30:26,393 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 12:30:38,258 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 71 valid]:
MRR: Tail : 0.40061, Head : 0.22727, Avg : 0.31394
2023-06-20 12:30:38,258 - yago11k_both_0.001 - [INFO] - [Epoch 71]: Training Loss: 0.0011743, Valid MRR: 0.3166,
2023-06-20 12:30:38,895 - yago11k_both_0.001 - [INFO] - [E:72| 0]: Train Loss:0.0011973, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:31:41,898 - yago11k_both_0.001 - [INFO] - [E:72| 100]: Train Loss:0.0011715, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:32:44,859 - yago11k_both_0.001 - [INFO] - [E:72| 200]: Train Loss:0.0011698, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:33:47,854 - yago11k_both_0.001 - [INFO] - [E:72| 300]: Train Loss:0.0011715, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:34:50,842 - yago11k_both_0.001 - [INFO] - [E:72| 400]: Train Loss:0.0011719, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:35:53,807 - yago11k_both_0.001 - [INFO] - [E:72| 500]: Train Loss:0.0011728, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:36:56,364 - yago11k_both_0.001 - [INFO] - [E:72| 600]: Train Loss:0.0011733, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:36:56,365 - yago11k_both_0.001 - [INFO] - [Epoch:72]: Training Loss:0.001173
2023-06-20 12:36:56,578 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 12:37:08,972 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 12:37:20,845 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 72 valid]:
MRR: Tail : 0.39877, Head : 0.22822, Avg : 0.3135
2023-06-20 12:37:20,845 - yago11k_both_0.001 - [INFO] - [Epoch 72]: Training Loss: 0.0011733, Valid MRR: 0.3166,
2023-06-20 12:37:21,485 - yago11k_both_0.001 - [INFO] - [E:73| 0]: Train Loss:0.0011537, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:38:24,481 - yago11k_both_0.001 - [INFO] - [E:73| 100]: Train Loss:0.00117, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:39:27,467 - yago11k_both_0.001 - [INFO] - [E:73| 200]: Train Loss:0.0011721, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:40:30,452 - yago11k_both_0.001 - [INFO] - [E:73| 300]: Train Loss:0.0011722, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:41:33,443 - yago11k_both_0.001 - [INFO] - [E:73| 400]: Train Loss:0.0011725, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:42:36,423 - yago11k_both_0.001 - [INFO] - [E:73| 500]: Train Loss:0.0011726, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:43:38,973 - yago11k_both_0.001 - [INFO] - [E:73| 600]: Train Loss:0.0011732, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:43:38,973 - yago11k_both_0.001 - [INFO] - [Epoch:73]: Training Loss:0.001173
2023-06-20 12:43:39,187 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 12:43:51,222 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 12:44:03,079 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 73 valid]:
MRR: Tail : 0.39692, Head : 0.23193, Avg : 0.31442
2023-06-20 12:44:03,079 - yago11k_both_0.001 - [INFO] - [Epoch 73]: Training Loss: 0.0011732, Valid MRR: 0.3166,
2023-06-20 12:44:03,716 - yago11k_both_0.001 - [INFO] - [E:74| 0]: Train Loss:0.0011532, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:45:06,682 - yago11k_both_0.001 - [INFO] - [E:74| 100]: Train Loss:0.0011729, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:46:09,651 - yago11k_both_0.001 - [INFO] - [E:74| 200]: Train Loss:0.0011726, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:47:12,601 - yago11k_both_0.001 - [INFO] - [E:74| 300]: Train Loss:0.0011719, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:48:15,553 - yago11k_both_0.001 - [INFO] - [E:74| 400]: Train Loss:0.0011718, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:49:18,496 - yago11k_both_0.001 - [INFO] - [E:74| 500]: Train Loss:0.001172, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:50:20,989 - yago11k_both_0.001 - [INFO] - [E:74| 600]: Train Loss:0.0011724, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:50:20,990 - yago11k_both_0.001 - [INFO] - [Epoch:74]: Training Loss:0.001172
2023-06-20 12:50:21,204 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 12:50:33,231 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 12:50:45,074 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 74 valid]:
MRR: Tail : 0.39944, Head : 0.22712, Avg : 0.31328
2023-06-20 12:50:45,074 - yago11k_both_0.001 - [INFO] - [Epoch 74]: Training Loss: 0.0011724, Valid MRR: 0.3166,
2023-06-20 12:50:45,709 - yago11k_both_0.001 - [INFO] - [E:75| 0]: Train Loss:0.0011836, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:51:48,614 - yago11k_both_0.001 - [INFO] - [E:75| 100]: Train Loss:0.0011665, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:52:51,552 - yago11k_both_0.001 - [INFO] - [E:75| 200]: Train Loss:0.0011682, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:53:54,487 - yago11k_both_0.001 - [INFO] - [E:75| 300]: Train Loss:0.0011688, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:54:57,409 - yago11k_both_0.001 - [INFO] - [E:75| 400]: Train Loss:0.0011701, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:56:00,327 - yago11k_both_0.001 - [INFO] - [E:75| 500]: Train Loss:0.0011701, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:57:02,816 - yago11k_both_0.001 - [INFO] - [E:75| 600]: Train Loss:0.0011706, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:57:02,816 - yago11k_both_0.001 - [INFO] - [Epoch:75]: Training Loss:0.001171
2023-06-20 12:57:03,030 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 12:57:15,059 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 12:57:26,905 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 75 valid]:
MRR: Tail : 0.40369, Head : 0.22714, Avg : 0.31541
2023-06-20 12:57:26,905 - yago11k_both_0.001 - [INFO] - [Epoch 75]: Training Loss: 0.0011706, Valid MRR: 0.3166,
2023-06-20 12:57:27,540 - yago11k_both_0.001 - [INFO] - [E:76| 0]: Train Loss:0.0011529, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:58:30,471 - yago11k_both_0.001 - [INFO] - [E:76| 100]: Train Loss:0.0011693, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 12:59:33,421 - yago11k_both_0.001 - [INFO] - [E:76| 200]: Train Loss:0.0011685, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:00:36,371 - yago11k_both_0.001 - [INFO] - [E:76| 300]: Train Loss:0.0011694, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:01:39,283 - yago11k_both_0.001 - [INFO] - [E:76| 400]: Train Loss:0.0011686, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:02:42,218 - yago11k_both_0.001 - [INFO] - [E:76| 500]: Train Loss:0.0011696, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:03:44,720 - yago11k_both_0.001 - [INFO] - [E:76| 600]: Train Loss:0.0011699, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:03:44,720 - yago11k_both_0.001 - [INFO] - [Epoch:76]: Training Loss:0.00117
2023-06-20 13:03:44,935 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 13:03:56,969 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 13:04:08,820 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 76 valid]:
MRR: Tail : 0.40295, Head : 0.22864, Avg : 0.31579
2023-06-20 13:04:08,821 - yago11k_both_0.001 - [INFO] - [Epoch 76]: Training Loss: 0.0011699, Valid MRR: 0.3166,
2023-06-20 13:04:09,456 - yago11k_both_0.001 - [INFO] - [E:77| 0]: Train Loss:0.0011653, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:05:12,405 - yago11k_both_0.001 - [INFO] - [E:77| 100]: Train Loss:0.0011684, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:06:15,325 - yago11k_both_0.001 - [INFO] - [E:77| 200]: Train Loss:0.0011696, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:07:18,315 - yago11k_both_0.001 - [INFO] - [E:77| 300]: Train Loss:0.0011689, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:08:21,502 - yago11k_both_0.001 - [INFO] - [E:77| 400]: Train Loss:0.0011687, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:09:24,471 - yago11k_both_0.001 - [INFO] - [E:77| 500]: Train Loss:0.0011682, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:10:27,023 - yago11k_both_0.001 - [INFO] - [E:77| 600]: Train Loss:0.0011685, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:10:27,023 - yago11k_both_0.001 - [INFO] - [Epoch:77]: Training Loss:0.001169
2023-06-20 13:10:27,237 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 13:10:39,281 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 13:10:51,152 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 77 valid]:
MRR: Tail : 0.39606, Head : 0.23004, Avg : 0.31305
2023-06-20 13:10:51,152 - yago11k_both_0.001 - [INFO] - [Epoch 77]: Training Loss: 0.0011685, Valid MRR: 0.3166,
2023-06-20 13:10:51,787 - yago11k_both_0.001 - [INFO] - [E:78| 0]: Train Loss:0.0011538, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:11:54,770 - yago11k_both_0.001 - [INFO] - [E:78| 100]: Train Loss:0.0011655, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:12:57,762 - yago11k_both_0.001 - [INFO] - [E:78| 200]: Train Loss:0.0011668, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:14:00,746 - yago11k_both_0.001 - [INFO] - [E:78| 300]: Train Loss:0.0011672, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:15:03,728 - yago11k_both_0.001 - [INFO] - [E:78| 400]: Train Loss:0.0011671, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:16:06,701 - yago11k_both_0.001 - [INFO] - [E:78| 500]: Train Loss:0.0011673, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:17:09,264 - yago11k_both_0.001 - [INFO] - [E:78| 600]: Train Loss:0.0011678, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:17:09,264 - yago11k_both_0.001 - [INFO] - [Epoch:78]: Training Loss:0.001168
2023-06-20 13:17:09,479 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 13:17:21,530 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 13:17:33,404 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 78 valid]:
MRR: Tail : 0.40282, Head : 0.22943, Avg : 0.31613
2023-06-20 13:17:33,404 - yago11k_both_0.001 - [INFO] - [Epoch 78]: Training Loss: 0.0011678, Valid MRR: 0.3166,
2023-06-20 13:17:34,040 - yago11k_both_0.001 - [INFO] - [E:79| 0]: Train Loss:0.0011378, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:18:37,033 - yago11k_both_0.001 - [INFO] - [E:79| 100]: Train Loss:0.0011652, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:19:40,032 - yago11k_both_0.001 - [INFO] - [E:79| 200]: Train Loss:0.0011651, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:20:43,034 - yago11k_both_0.001 - [INFO] - [E:79| 300]: Train Loss:0.0011651, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:21:46,037 - yago11k_both_0.001 - [INFO] - [E:79| 400]: Train Loss:0.0011655, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:22:49,026 - yago11k_both_0.001 - [INFO] - [E:79| 500]: Train Loss:0.001166, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:23:51,609 - yago11k_both_0.001 - [INFO] - [E:79| 600]: Train Loss:0.001167, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:23:51,609 - yago11k_both_0.001 - [INFO] - [Epoch:79]: Training Loss:0.001167
2023-06-20 13:23:51,825 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 13:24:03,889 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 13:24:15,769 - yago11k_both_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
2023-06-20 13:24:15,769 - yago11k_both_0.001 - [INFO] - [Epoch 79]: Training Loss: 0.001167, Valid MRR: 0.3166,
2023-06-20 13:24:16,406 - yago11k_both_0.001 - [INFO] - [E:80| 0]: Train Loss:0.0011598, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:25:19,380 - yago11k_both_0.001 - [INFO] - [E:80| 100]: Train Loss:0.0011638, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:26:22,383 - yago11k_both_0.001 - [INFO] - [E:80| 200]: Train Loss:0.0011632, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:27:25,352 - yago11k_both_0.001 - [INFO] - [E:80| 300]: Train Loss:0.0011647, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:28:28,311 - yago11k_both_0.001 - [INFO] - [E:80| 400]: Train Loss:0.0011654, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:29:31,281 - yago11k_both_0.001 - [INFO] - [E:80| 500]: Train Loss:0.0011656, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:30:33,836 - yago11k_both_0.001 - [INFO] - [E:80| 600]: Train Loss:0.0011662, Val MRR:0.3166, yago11k_both_0.001
2023-06-20 13:30:33,837 - yago11k_both_0.001 - [INFO] - [Epoch:80]: Training Loss:0.001166
2023-06-20 13:30:34,052 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 13:30:46,086 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 13:30:57,941 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 80 valid]:
MRR: Tail : 0.40457, Head : 0.22969, Avg : 0.31713
2023-06-20 13:30:58,881 - yago11k_both_0.001 - [INFO] - [Epoch 80]: Training Loss: 0.0011662, Valid MRR: 0.31713,
2023-06-20 13:30:59,526 - yago11k_both_0.001 - [INFO] - [E:81| 0]: Train Loss:0.0011702, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:32:02,482 - yago11k_both_0.001 - [INFO] - [E:81| 100]: Train Loss:0.0011648, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:33:05,480 - yago11k_both_0.001 - [INFO] - [E:81| 200]: Train Loss:0.0011641, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:34:08,443 - yago11k_both_0.001 - [INFO] - [E:81| 300]: Train Loss:0.0011642, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:35:11,425 - yago11k_both_0.001 - [INFO] - [E:81| 400]: Train Loss:0.0011647, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:36:14,387 - yago11k_both_0.001 - [INFO] - [E:81| 500]: Train Loss:0.0011653, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:37:16,932 - yago11k_both_0.001 - [INFO] - [E:81| 600]: Train Loss:0.0011659, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:37:16,933 - yago11k_both_0.001 - [INFO] - [Epoch:81]: Training Loss:0.001166
2023-06-20 13:37:17,148 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 13:37:29,183 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 13:37:41,045 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 81 valid]:
MRR: Tail : 0.40074, Head : 0.229, Avg : 0.31487
2023-06-20 13:37:41,046 - yago11k_both_0.001 - [INFO] - [Epoch 81]: Training Loss: 0.0011659, Valid MRR: 0.31713,
2023-06-20 13:37:41,680 - yago11k_both_0.001 - [INFO] - [E:82| 0]: Train Loss:0.0011681, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:38:44,630 - yago11k_both_0.001 - [INFO] - [E:82| 100]: Train Loss:0.0011631, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:39:47,612 - yago11k_both_0.001 - [INFO] - [E:82| 200]: Train Loss:0.0011634, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:40:50,572 - yago11k_both_0.001 - [INFO] - [E:82| 300]: Train Loss:0.001164, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:41:53,527 - yago11k_both_0.001 - [INFO] - [E:82| 400]: Train Loss:0.0011642, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:42:56,499 - yago11k_both_0.001 - [INFO] - [E:82| 500]: Train Loss:0.001165, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:43:59,034 - yago11k_both_0.001 - [INFO] - [E:82| 600]: Train Loss:0.0011648, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:43:59,034 - yago11k_both_0.001 - [INFO] - [Epoch:82]: Training Loss:0.001165
2023-06-20 13:43:59,249 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 13:44:11,280 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 13:44:23,142 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 82 valid]:
MRR: Tail : 0.40233, Head : 0.22775, Avg : 0.31504
2023-06-20 13:44:23,142 - yago11k_both_0.001 - [INFO] - [Epoch 82]: Training Loss: 0.0011648, Valid MRR: 0.31713,
2023-06-20 13:44:23,777 - yago11k_both_0.001 - [INFO] - [E:83| 0]: Train Loss:0.0011972, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:45:26,748 - yago11k_both_0.001 - [INFO] - [E:83| 100]: Train Loss:0.0011644, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:46:29,708 - yago11k_both_0.001 - [INFO] - [E:83| 200]: Train Loss:0.0011632, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:47:32,684 - yago11k_both_0.001 - [INFO] - [E:83| 300]: Train Loss:0.0011622, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:48:35,642 - yago11k_both_0.001 - [INFO] - [E:83| 400]: Train Loss:0.0011632, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:49:38,615 - yago11k_both_0.001 - [INFO] - [E:83| 500]: Train Loss:0.0011642, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:50:41,146 - yago11k_both_0.001 - [INFO] - [E:83| 600]: Train Loss:0.0011644, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:50:41,146 - yago11k_both_0.001 - [INFO] - [Epoch:83]: Training Loss:0.001164
2023-06-20 13:50:41,359 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 13:50:53,393 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 13:51:05,256 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 83 valid]:
MRR: Tail : 0.39909, Head : 0.2218, Avg : 0.31045
2023-06-20 13:51:05,256 - yago11k_both_0.001 - [INFO] - [Epoch 83]: Training Loss: 0.0011644, Valid MRR: 0.31713,
2023-06-20 13:51:05,893 - yago11k_both_0.001 - [INFO] - [E:84| 0]: Train Loss:0.0011434, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:52:08,861 - yago11k_both_0.001 - [INFO] - [E:84| 100]: Train Loss:0.0011604, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:53:11,838 - yago11k_both_0.001 - [INFO] - [E:84| 200]: Train Loss:0.0011607, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:54:14,795 - yago11k_both_0.001 - [INFO] - [E:84| 300]: Train Loss:0.0011616, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:55:17,765 - yago11k_both_0.001 - [INFO] - [E:84| 400]: Train Loss:0.001163, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:56:20,718 - yago11k_both_0.001 - [INFO] - [E:84| 500]: Train Loss:0.0011632, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:57:23,262 - yago11k_both_0.001 - [INFO] - [E:84| 600]: Train Loss:0.0011639, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:57:23,262 - yago11k_both_0.001 - [INFO] - [Epoch:84]: Training Loss:0.001164
2023-06-20 13:57:23,476 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 13:57:35,506 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 13:57:47,363 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 84 valid]:
MRR: Tail : 0.40225, Head : 0.22924, Avg : 0.31575
2023-06-20 13:57:47,363 - yago11k_both_0.001 - [INFO] - [Epoch 84]: Training Loss: 0.0011639, Valid MRR: 0.31713,
2023-06-20 13:57:47,998 - yago11k_both_0.001 - [INFO] - [E:85| 0]: Train Loss:0.00117, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:58:50,945 - yago11k_both_0.001 - [INFO] - [E:85| 100]: Train Loss:0.0011594, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 13:59:53,917 - yago11k_both_0.001 - [INFO] - [E:85| 200]: Train Loss:0.00116, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 14:00:56,871 - yago11k_both_0.001 - [INFO] - [E:85| 300]: Train Loss:0.0011605, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 14:01:59,807 - yago11k_both_0.001 - [INFO] - [E:85| 400]: Train Loss:0.0011619, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 14:03:02,753 - yago11k_both_0.001 - [INFO] - [E:85| 500]: Train Loss:0.0011625, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 14:04:05,294 - yago11k_both_0.001 - [INFO] - [E:85| 600]: Train Loss:0.0011627, Val MRR:0.31713, yago11k_both_0.001
2023-06-20 14:04:05,295 - yago11k_both_0.001 - [INFO] - [Epoch:85]: Training Loss:0.001163
2023-06-20 14:04:05,510 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 14:04:17,538 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 14:04:29,403 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 85 valid]:
MRR: Tail : 0.40694, Head : 0.22796, Avg : 0.31745
2023-06-20 14:04:30,346 - yago11k_both_0.001 - [INFO] - [Epoch 85]: Training Loss: 0.0011627, Valid MRR: 0.31745,
2023-06-20 14:04:30,988 - yago11k_both_0.001 - [INFO] - [E:86| 0]: Train Loss:0.0011828, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:05:33,930 - yago11k_both_0.001 - [INFO] - [E:86| 100]: Train Loss:0.0011598, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:06:36,882 - yago11k_both_0.001 - [INFO] - [E:86| 200]: Train Loss:0.0011609, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:07:39,835 - yago11k_both_0.001 - [INFO] - [E:86| 300]: Train Loss:0.0011614, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:08:42,793 - yago11k_both_0.001 - [INFO] - [E:86| 400]: Train Loss:0.0011623, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:09:45,760 - yago11k_both_0.001 - [INFO] - [E:86| 500]: Train Loss:0.0011623, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:10:48,290 - yago11k_both_0.001 - [INFO] - [E:86| 600]: Train Loss:0.0011625, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:10:48,291 - yago11k_both_0.001 - [INFO] - [Epoch:86]: Training Loss:0.001162
2023-06-20 14:10:48,504 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 14:11:00,536 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 14:11:12,389 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 86 valid]:
MRR: Tail : 0.40138, Head : 0.22857, Avg : 0.31497
2023-06-20 14:11:12,389 - yago11k_both_0.001 - [INFO] - [Epoch 86]: Training Loss: 0.0011625, Valid MRR: 0.31745,
2023-06-20 14:11:13,025 - yago11k_both_0.001 - [INFO] - [E:87| 0]: Train Loss:0.0011521, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:12:15,985 - yago11k_both_0.001 - [INFO] - [E:87| 100]: Train Loss:0.0011621, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:13:18,978 - yago11k_both_0.001 - [INFO] - [E:87| 200]: Train Loss:0.0011606, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:14:21,980 - yago11k_both_0.001 - [INFO] - [E:87| 300]: Train Loss:0.0011607, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:15:24,984 - yago11k_both_0.001 - [INFO] - [E:87| 400]: Train Loss:0.0011614, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:16:27,961 - yago11k_both_0.001 - [INFO] - [E:87| 500]: Train Loss:0.0011618, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:17:30,493 - yago11k_both_0.001 - [INFO] - [E:87| 600]: Train Loss:0.0011622, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:17:30,493 - yago11k_both_0.001 - [INFO] - [Epoch:87]: Training Loss:0.001162
2023-06-20 14:17:30,707 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 14:17:42,737 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 14:17:54,603 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 87 valid]:
MRR: Tail : 0.40519, Head : 0.225, Avg : 0.31509
2023-06-20 14:17:54,603 - yago11k_both_0.001 - [INFO] - [Epoch 87]: Training Loss: 0.0011622, Valid MRR: 0.31745,
2023-06-20 14:17:55,236 - yago11k_both_0.001 - [INFO] - [E:88| 0]: Train Loss:0.0011568, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:18:58,206 - yago11k_both_0.001 - [INFO] - [E:88| 100]: Train Loss:0.0011588, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:20:01,187 - yago11k_both_0.001 - [INFO] - [E:88| 200]: Train Loss:0.0011577, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:21:04,273 - yago11k_both_0.001 - [INFO] - [E:88| 300]: Train Loss:0.0011589, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:22:07,306 - yago11k_both_0.001 - [INFO] - [E:88| 400]: Train Loss:0.0011589, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:23:10,306 - yago11k_both_0.001 - [INFO] - [E:88| 500]: Train Loss:0.0011589, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:24:12,941 - yago11k_both_0.001 - [INFO] - [E:88| 600]: Train Loss:0.0011604, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:24:12,942 - yago11k_both_0.001 - [INFO] - [Epoch:88]: Training Loss:0.00116
2023-06-20 14:24:13,156 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 14:24:25,210 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 14:24:37,098 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 88 valid]:
MRR: Tail : 0.40151, Head : 0.22684, Avg : 0.31418
2023-06-20 14:24:37,098 - yago11k_both_0.001 - [INFO] - [Epoch 88]: Training Loss: 0.0011604, Valid MRR: 0.31745,
2023-06-20 14:24:37,736 - yago11k_both_0.001 - [INFO] - [E:89| 0]: Train Loss:0.0011545, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:25:40,795 - yago11k_both_0.001 - [INFO] - [E:89| 100]: Train Loss:0.0011572, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:26:43,880 - yago11k_both_0.001 - [INFO] - [E:89| 200]: Train Loss:0.0011572, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:27:46,899 - yago11k_both_0.001 - [INFO] - [E:89| 300]: Train Loss:0.001159, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:28:49,897 - yago11k_both_0.001 - [INFO] - [E:89| 400]: Train Loss:0.0011599, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:29:52,903 - yago11k_both_0.001 - [INFO] - [E:89| 500]: Train Loss:0.0011604, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:30:55,480 - yago11k_both_0.001 - [INFO] - [E:89| 600]: Train Loss:0.0011609, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:30:55,480 - yago11k_both_0.001 - [INFO] - [Epoch:89]: Training Loss:0.001161
2023-06-20 14:30:55,694 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 14:31:07,752 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 14:31:19,647 - yago11k_both_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
2023-06-20 14:31:19,647 - yago11k_both_0.001 - [INFO] - [Epoch 89]: Training Loss: 0.0011609, Valid MRR: 0.31745,
2023-06-20 14:31:20,283 - yago11k_both_0.001 - [INFO] - [E:90| 0]: Train Loss:0.0011352, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:32:23,311 - yago11k_both_0.001 - [INFO] - [E:90| 100]: Train Loss:0.0011578, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:33:26,324 - yago11k_both_0.001 - [INFO] - [E:90| 200]: Train Loss:0.0011584, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:34:29,355 - yago11k_both_0.001 - [INFO] - [E:90| 300]: Train Loss:0.0011585, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:35:32,378 - yago11k_both_0.001 - [INFO] - [E:90| 400]: Train Loss:0.0011593, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:36:35,384 - yago11k_both_0.001 - [INFO] - [E:90| 500]: Train Loss:0.0011602, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:37:37,971 - yago11k_both_0.001 - [INFO] - [E:90| 600]: Train Loss:0.0011599, Val MRR:0.31745, yago11k_both_0.001
2023-06-20 14:37:37,971 - yago11k_both_0.001 - [INFO] - [Epoch:90]: Training Loss:0.00116
2023-06-20 14:37:38,185 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 14:37:50,241 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 14:38:02,135 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 90 valid]:
MRR: Tail : 0.41016, Head : 0.22799, Avg : 0.31908
2023-06-20 14:38:03,093 - yago11k_both_0.001 - [INFO] - [Epoch 90]: Training Loss: 0.0011599, Valid MRR: 0.31908,
2023-06-20 14:38:03,731 - yago11k_both_0.001 - [INFO] - [E:91| 0]: Train Loss:0.001149, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:39:06,742 - yago11k_both_0.001 - [INFO] - [E:91| 100]: Train Loss:0.0011592, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:40:09,765 - yago11k_both_0.001 - [INFO] - [E:91| 200]: Train Loss:0.0011588, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:41:12,789 - yago11k_both_0.001 - [INFO] - [E:91| 300]: Train Loss:0.0011584, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:42:15,789 - yago11k_both_0.001 - [INFO] - [E:91| 400]: Train Loss:0.0011575, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:43:18,783 - yago11k_both_0.001 - [INFO] - [E:91| 500]: Train Loss:0.0011584, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:44:21,370 - yago11k_both_0.001 - [INFO] - [E:91| 600]: Train Loss:0.0011591, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:44:21,371 - yago11k_both_0.001 - [INFO] - [Epoch:91]: Training Loss:0.001159
2023-06-20 14:44:21,585 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 14:44:33,642 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 14:44:45,529 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 91 valid]:
MRR: Tail : 0.40632, Head : 0.22801, Avg : 0.31717
2023-06-20 14:44:45,529 - yago11k_both_0.001 - [INFO] - [Epoch 91]: Training Loss: 0.0011591, Valid MRR: 0.31908,
2023-06-20 14:44:46,165 - yago11k_both_0.001 - [INFO] - [E:92| 0]: Train Loss:0.0011524, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:45:49,183 - yago11k_both_0.001 - [INFO] - [E:92| 100]: Train Loss:0.001157, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:46:52,202 - yago11k_both_0.001 - [INFO] - [E:92| 200]: Train Loss:0.0011575, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:47:55,212 - yago11k_both_0.001 - [INFO] - [E:92| 300]: Train Loss:0.0011585, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:48:58,232 - yago11k_both_0.001 - [INFO] - [E:92| 400]: Train Loss:0.0011586, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:50:01,227 - yago11k_both_0.001 - [INFO] - [E:92| 500]: Train Loss:0.0011587, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:51:03,816 - yago11k_both_0.001 - [INFO] - [E:92| 600]: Train Loss:0.0011586, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:51:03,816 - yago11k_both_0.001 - [INFO] - [Epoch:92]: Training Loss:0.001159
2023-06-20 14:51:04,032 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 14:51:16,081 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 14:51:27,978 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 92 valid]:
MRR: Tail : 0.40663, Head : 0.22821, Avg : 0.31742
2023-06-20 14:51:27,978 - yago11k_both_0.001 - [INFO] - [Epoch 92]: Training Loss: 0.0011586, Valid MRR: 0.31908,
2023-06-20 14:51:28,619 - yago11k_both_0.001 - [INFO] - [E:93| 0]: Train Loss:0.0011532, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:52:31,622 - yago11k_both_0.001 - [INFO] - [E:93| 100]: Train Loss:0.0011584, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:53:34,622 - yago11k_both_0.001 - [INFO] - [E:93| 200]: Train Loss:0.0011561, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:54:37,634 - yago11k_both_0.001 - [INFO] - [E:93| 300]: Train Loss:0.0011565, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:55:40,657 - yago11k_both_0.001 - [INFO] - [E:93| 400]: Train Loss:0.0011578, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:56:43,678 - yago11k_both_0.001 - [INFO] - [E:93| 500]: Train Loss:0.0011588, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:57:46,277 - yago11k_both_0.001 - [INFO] - [E:93| 600]: Train Loss:0.0011585, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:57:46,278 - yago11k_both_0.001 - [INFO] - [Epoch:93]: Training Loss:0.001159
2023-06-20 14:57:46,492 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 14:57:58,548 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 14:58:10,443 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 93 valid]:
MRR: Tail : 0.40472, Head : 0.22768, Avg : 0.3162
2023-06-20 14:58:10,443 - yago11k_both_0.001 - [INFO] - [Epoch 93]: Training Loss: 0.0011585, Valid MRR: 0.31908,
2023-06-20 14:58:11,084 - yago11k_both_0.001 - [INFO] - [E:94| 0]: Train Loss:0.0011415, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 14:59:14,099 - yago11k_both_0.001 - [INFO] - [E:94| 100]: Train Loss:0.0011546, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 15:00:17,101 - yago11k_both_0.001 - [INFO] - [E:94| 200]: Train Loss:0.0011565, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 15:01:20,099 - yago11k_both_0.001 - [INFO] - [E:94| 300]: Train Loss:0.0011563, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 15:02:23,107 - yago11k_both_0.001 - [INFO] - [E:94| 400]: Train Loss:0.0011569, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 15:03:26,134 - yago11k_both_0.001 - [INFO] - [E:94| 500]: Train Loss:0.0011576, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 15:04:28,722 - yago11k_both_0.001 - [INFO] - [E:94| 600]: Train Loss:0.0011577, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 15:04:28,722 - yago11k_both_0.001 - [INFO] - [Epoch:94]: Training Loss:0.001158
2023-06-20 15:04:28,936 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 15:04:40,987 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 15:04:52,881 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 94 valid]:
MRR: Tail : 0.40196, Head : 0.22895, Avg : 0.31545
2023-06-20 15:04:52,881 - yago11k_both_0.001 - [INFO] - [Epoch 94]: Training Loss: 0.0011577, Valid MRR: 0.31908,
2023-06-20 15:04:53,516 - yago11k_both_0.001 - [INFO] - [E:95| 0]: Train Loss:0.0011251, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 15:05:56,528 - yago11k_both_0.001 - [INFO] - [E:95| 100]: Train Loss:0.0011539, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 15:06:59,543 - yago11k_both_0.001 - [INFO] - [E:95| 200]: Train Loss:0.0011538, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 15:08:02,528 - yago11k_both_0.001 - [INFO] - [E:95| 300]: Train Loss:0.001154, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 15:09:05,530 - yago11k_both_0.001 - [INFO] - [E:95| 400]: Train Loss:0.0011554, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 15:10:08,559 - yago11k_both_0.001 - [INFO] - [E:95| 500]: Train Loss:0.001156, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 15:11:11,148 - yago11k_both_0.001 - [INFO] - [E:95| 600]: Train Loss:0.0011564, Val MRR:0.31908, yago11k_both_0.001
2023-06-20 15:11:11,149 - yago11k_both_0.001 - [INFO] - [Epoch:95]: Training Loss:0.001156
2023-06-20 15:11:11,363 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 15:11:23,413 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 15:11:35,312 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 95 valid]:
MRR: Tail : 0.40926, Head : 0.23088, Avg : 0.32007
2023-06-20 15:11:36,263 - yago11k_both_0.001 - [INFO] - [Epoch 95]: Training Loss: 0.0011564, Valid MRR: 0.32007,
2023-06-20 15:11:36,906 - yago11k_both_0.001 - [INFO] - [E:96| 0]: Train Loss:0.0011495, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:12:39,930 - yago11k_both_0.001 - [INFO] - [E:96| 100]: Train Loss:0.0011533, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:13:42,969 - yago11k_both_0.001 - [INFO] - [E:96| 200]: Train Loss:0.0011537, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:14:45,991 - yago11k_both_0.001 - [INFO] - [E:96| 300]: Train Loss:0.0011535, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:15:49,003 - yago11k_both_0.001 - [INFO] - [E:96| 400]: Train Loss:0.0011547, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:16:52,096 - yago11k_both_0.001 - [INFO] - [E:96| 500]: Train Loss:0.001156, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:17:54,680 - yago11k_both_0.001 - [INFO] - [E:96| 600]: Train Loss:0.0011563, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:17:54,681 - yago11k_both_0.001 - [INFO] - [Epoch:96]: Training Loss:0.001156
2023-06-20 15:17:54,896 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 15:18:06,986 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 15:18:18,912 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 96 valid]:
MRR: Tail : 0.4049, Head : 0.22764, Avg : 0.31627
2023-06-20 15:18:18,912 - yago11k_both_0.001 - [INFO] - [Epoch 96]: Training Loss: 0.0011563, Valid MRR: 0.32007,
2023-06-20 15:18:19,549 - yago11k_both_0.001 - [INFO] - [E:97| 0]: Train Loss:0.0011873, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:19:22,719 - yago11k_both_0.001 - [INFO] - [E:97| 100]: Train Loss:0.0011574, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:20:25,828 - yago11k_both_0.001 - [INFO] - [E:97| 200]: Train Loss:0.0011564, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:21:29,027 - yago11k_both_0.001 - [INFO] - [E:97| 300]: Train Loss:0.0011564, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:22:32,215 - yago11k_both_0.001 - [INFO] - [E:97| 400]: Train Loss:0.0011562, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:23:35,417 - yago11k_both_0.001 - [INFO] - [E:97| 500]: Train Loss:0.0011559, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:24:38,076 - yago11k_both_0.001 - [INFO] - [E:97| 600]: Train Loss:0.0011564, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:24:38,076 - yago11k_both_0.001 - [INFO] - [Epoch:97]: Training Loss:0.001156
2023-06-20 15:24:38,292 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 15:24:50,350 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 15:25:02,251 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 97 valid]:
MRR: Tail : 0.40431, Head : 0.23274, Avg : 0.31853
2023-06-20 15:25:02,251 - yago11k_both_0.001 - [INFO] - [Epoch 97]: Training Loss: 0.0011564, Valid MRR: 0.32007,
2023-06-20 15:25:02,891 - yago11k_both_0.001 - [INFO] - [E:98| 0]: Train Loss:0.0011499, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:26:06,016 - yago11k_both_0.001 - [INFO] - [E:98| 100]: Train Loss:0.0011568, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:27:09,088 - yago11k_both_0.001 - [INFO] - [E:98| 200]: Train Loss:0.0011547, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:28:12,106 - yago11k_both_0.001 - [INFO] - [E:98| 300]: Train Loss:0.0011556, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:29:15,161 - yago11k_both_0.001 - [INFO] - [E:98| 400]: Train Loss:0.0011553, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:30:18,214 - yago11k_both_0.001 - [INFO] - [E:98| 500]: Train Loss:0.0011561, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:31:20,784 - yago11k_both_0.001 - [INFO] - [E:98| 600]: Train Loss:0.0011563, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:31:20,784 - yago11k_both_0.001 - [INFO] - [Epoch:98]: Training Loss:0.001156
2023-06-20 15:31:20,999 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 15:31:33,050 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 15:31:44,943 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 98 valid]:
MRR: Tail : 0.40388, Head : 0.22727, Avg : 0.31558
2023-06-20 15:31:44,944 - yago11k_both_0.001 - [INFO] - [Epoch 98]: Training Loss: 0.0011563, Valid MRR: 0.32007,
2023-06-20 15:31:45,580 - yago11k_both_0.001 - [INFO] - [E:99| 0]: Train Loss:0.0011632, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:32:48,632 - yago11k_both_0.001 - [INFO] - [E:99| 100]: Train Loss:0.0011563, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:33:51,794 - yago11k_both_0.001 - [INFO] - [E:99| 200]: Train Loss:0.0011536, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:34:54,879 - yago11k_both_0.001 - [INFO] - [E:99| 300]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:35:57,983 - yago11k_both_0.001 - [INFO] - [E:99| 400]: Train Loss:0.0011546, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:37:01,102 - yago11k_both_0.001 - [INFO] - [E:99| 500]: Train Loss:0.0011551, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:38:03,744 - yago11k_both_0.001 - [INFO] - [E:99| 600]: Train Loss:0.0011555, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:38:03,745 - yago11k_both_0.001 - [INFO] - [Epoch:99]: Training Loss:0.001156
2023-06-20 15:38:03,959 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 15:38:16,010 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 15:38:27,898 - yago11k_both_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
2023-06-20 15:38:27,898 - yago11k_both_0.001 - [INFO] - [Epoch 99]: Training Loss: 0.0011555, Valid MRR: 0.32007,
2023-06-20 15:38:28,532 - yago11k_both_0.001 - [INFO] - [E:100| 0]: Train Loss:0.0011653, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:39:31,654 - yago11k_both_0.001 - [INFO] - [E:100| 100]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:40:34,757 - yago11k_both_0.001 - [INFO] - [E:100| 200]: Train Loss:0.0011529, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:41:37,822 - yago11k_both_0.001 - [INFO] - [E:100| 300]: Train Loss:0.0011548, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:42:40,906 - yago11k_both_0.001 - [INFO] - [E:100| 400]: Train Loss:0.0011543, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:43:43,939 - yago11k_both_0.001 - [INFO] - [E:100| 500]: Train Loss:0.0011545, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:44:46,545 - yago11k_both_0.001 - [INFO] - [E:100| 600]: Train Loss:0.0011545, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:44:46,546 - yago11k_both_0.001 - [INFO] - [Epoch:100]: Training Loss:0.001154
2023-06-20 15:44:46,761 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 15:44:58,820 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 15:45:10,727 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 100 valid]:
MRR: Tail : 0.41085, Head : 0.22719, Avg : 0.31902
2023-06-20 15:45:10,728 - yago11k_both_0.001 - [INFO] - [Epoch 100]: Training Loss: 0.0011545, Valid MRR: 0.32007,
2023-06-20 15:45:11,365 - yago11k_both_0.001 - [INFO] - [E:101| 0]: Train Loss:0.0011474, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:46:14,372 - yago11k_both_0.001 - [INFO] - [E:101| 100]: Train Loss:0.001158, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:47:17,382 - yago11k_both_0.001 - [INFO] - [E:101| 200]: Train Loss:0.0011559, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:48:20,457 - yago11k_both_0.001 - [INFO] - [E:101| 300]: Train Loss:0.0011544, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:49:23,432 - yago11k_both_0.001 - [INFO] - [E:101| 400]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:50:26,459 - yago11k_both_0.001 - [INFO] - [E:101| 500]: Train Loss:0.0011538, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:51:29,016 - yago11k_both_0.001 - [INFO] - [E:101| 600]: Train Loss:0.0011541, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:51:29,017 - yago11k_both_0.001 - [INFO] - [Epoch:101]: Training Loss:0.001154
2023-06-20 15:51:29,232 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 15:51:41,276 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 15:51:53,166 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 101 valid]:
MRR: Tail : 0.39579, Head : 0.22778, Avg : 0.31179
2023-06-20 15:51:53,166 - yago11k_both_0.001 - [INFO] - [Epoch 101]: Training Loss: 0.0011541, Valid MRR: 0.32007,
2023-06-20 15:51:53,804 - yago11k_both_0.001 - [INFO] - [E:102| 0]: Train Loss:0.0011474, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:52:56,818 - yago11k_both_0.001 - [INFO] - [E:102| 100]: Train Loss:0.0011503, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:53:59,924 - yago11k_both_0.001 - [INFO] - [E:102| 200]: Train Loss:0.0011531, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:55:03,062 - yago11k_both_0.001 - [INFO] - [E:102| 300]: Train Loss:0.0011549, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:56:06,189 - yago11k_both_0.001 - [INFO] - [E:102| 400]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:57:09,303 - yago11k_both_0.001 - [INFO] - [E:102| 500]: Train Loss:0.0011539, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:58:11,919 - yago11k_both_0.001 - [INFO] - [E:102| 600]: Train Loss:0.0011542, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:58:11,920 - yago11k_both_0.001 - [INFO] - [Epoch:102]: Training Loss:0.001154
2023-06-20 15:58:12,134 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 15:58:24,212 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 15:58:36,127 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 102 valid]:
MRR: Tail : 0.40629, Head : 0.22856, Avg : 0.31743
2023-06-20 15:58:36,127 - yago11k_both_0.001 - [INFO] - [Epoch 102]: Training Loss: 0.0011542, Valid MRR: 0.32007,
2023-06-20 15:58:36,767 - yago11k_both_0.001 - [INFO] - [E:103| 0]: Train Loss:0.0011599, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 15:59:39,809 - yago11k_both_0.001 - [INFO] - [E:103| 100]: Train Loss:0.0011546, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:00:42,837 - yago11k_both_0.001 - [INFO] - [E:103| 200]: Train Loss:0.0011531, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:01:45,821 - yago11k_both_0.001 - [INFO] - [E:103| 300]: Train Loss:0.0011533, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:02:48,871 - yago11k_both_0.001 - [INFO] - [E:103| 400]: Train Loss:0.0011532, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:03:51,916 - yago11k_both_0.001 - [INFO] - [E:103| 500]: Train Loss:0.0011535, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:04:54,557 - yago11k_both_0.001 - [INFO] - [E:103| 600]: Train Loss:0.0011537, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:04:54,557 - yago11k_both_0.001 - [INFO] - [Epoch:103]: Training Loss:0.001154
2023-06-20 16:04:54,771 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 16:05:06,834 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 16:05:18,742 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 103 valid]:
MRR: Tail : 0.40855, Head : 0.22694, Avg : 0.31774
2023-06-20 16:05:18,742 - yago11k_both_0.001 - [INFO] - [Epoch 103]: Training Loss: 0.0011537, Valid MRR: 0.32007,
2023-06-20 16:05:19,379 - yago11k_both_0.001 - [INFO] - [E:104| 0]: Train Loss:0.0011298, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:06:22,415 - yago11k_both_0.001 - [INFO] - [E:104| 100]: Train Loss:0.0011518, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:07:25,524 - yago11k_both_0.001 - [INFO] - [E:104| 200]: Train Loss:0.0011522, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:08:28,500 - yago11k_both_0.001 - [INFO] - [E:104| 300]: Train Loss:0.0011529, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:09:31,548 - yago11k_both_0.001 - [INFO] - [E:104| 400]: Train Loss:0.0011524, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:10:34,581 - yago11k_both_0.001 - [INFO] - [E:104| 500]: Train Loss:0.0011525, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:11:37,219 - yago11k_both_0.001 - [INFO] - [E:104| 600]: Train Loss:0.0011531, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:11:37,220 - yago11k_both_0.001 - [INFO] - [Epoch:104]: Training Loss:0.001153
2023-06-20 16:11:37,435 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 16:11:49,515 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 16:12:01,412 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 104 valid]:
MRR: Tail : 0.40999, Head : 0.22732, Avg : 0.31866
2023-06-20 16:12:01,412 - yago11k_both_0.001 - [INFO] - [Epoch 104]: Training Loss: 0.0011531, Valid MRR: 0.32007,
2023-06-20 16:12:02,047 - yago11k_both_0.001 - [INFO] - [E:105| 0]: Train Loss:0.0011854, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:13:05,063 - yago11k_both_0.001 - [INFO] - [E:105| 100]: Train Loss:0.001152, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:14:08,021 - yago11k_both_0.001 - [INFO] - [E:105| 200]: Train Loss:0.0011512, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:15:11,117 - yago11k_both_0.001 - [INFO] - [E:105| 300]: Train Loss:0.0011512, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:16:14,182 - yago11k_both_0.001 - [INFO] - [E:105| 400]: Train Loss:0.0011512, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:17:17,311 - yago11k_both_0.001 - [INFO] - [E:105| 500]: Train Loss:0.0011517, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:18:19,923 - yago11k_both_0.001 - [INFO] - [E:105| 600]: Train Loss:0.0011518, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:18:19,924 - yago11k_both_0.001 - [INFO] - [Epoch:105]: Training Loss:0.001152
2023-06-20 16:18:20,139 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 16:18:32,189 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 16:18:44,078 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 105 valid]:
MRR: Tail : 0.40824, Head : 0.22886, Avg : 0.31855
2023-06-20 16:18:44,078 - yago11k_both_0.001 - [INFO] - [Epoch 105]: Training Loss: 0.0011518, Valid MRR: 0.32007,
2023-06-20 16:18:44,714 - yago11k_both_0.001 - [INFO] - [E:106| 0]: Train Loss:0.0011378, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:19:47,754 - yago11k_both_0.001 - [INFO] - [E:106| 100]: Train Loss:0.0011493, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:20:50,878 - yago11k_both_0.001 - [INFO] - [E:106| 200]: Train Loss:0.0011497, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:21:53,976 - yago11k_both_0.001 - [INFO] - [E:106| 300]: Train Loss:0.0011495, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:22:57,076 - yago11k_both_0.001 - [INFO] - [E:106| 400]: Train Loss:0.001152, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:24:00,123 - yago11k_both_0.001 - [INFO] - [E:106| 500]: Train Loss:0.001152, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:25:02,816 - yago11k_both_0.001 - [INFO] - [E:106| 600]: Train Loss:0.0011517, Val MRR:0.32007, yago11k_both_0.001
2023-06-20 16:25:02,816 - yago11k_both_0.001 - [INFO] - [Epoch:106]: Training Loss:0.001152
2023-06-20 16:25:03,032 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 16:25:15,087 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 16:25:26,984 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 106 valid]:
MRR: Tail : 0.40911, Head : 0.23141, Avg : 0.32026
2023-06-20 16:25:27,950 - yago11k_both_0.001 - [INFO] - [Epoch 106]: Training Loss: 0.0011517, Valid MRR: 0.32026,
2023-06-20 16:25:28,587 - yago11k_both_0.001 - [INFO] - [E:107| 0]: Train Loss:0.0011469, Val MRR:0.32026, yago11k_both_0.001
2023-06-20 16:26:31,684 - yago11k_both_0.001 - [INFO] - [E:107| 100]: Train Loss:0.0011481, Val MRR:0.32026, yago11k_both_0.001
2023-06-20 16:27:34,756 - yago11k_both_0.001 - [INFO] - [E:107| 200]: Train Loss:0.001148, Val MRR:0.32026, yago11k_both_0.001
2023-06-20 16:28:37,840 - yago11k_both_0.001 - [INFO] - [E:107| 300]: Train Loss:0.0011491, Val MRR:0.32026, yago11k_both_0.001
2023-06-20 16:29:40,928 - yago11k_both_0.001 - [INFO] - [E:107| 400]: Train Loss:0.0011504, Val MRR:0.32026, yago11k_both_0.001
2023-06-20 16:30:44,020 - yago11k_both_0.001 - [INFO] - [E:107| 500]: Train Loss:0.0011506, Val MRR:0.32026, yago11k_both_0.001
2023-06-20 16:31:46,673 - yago11k_both_0.001 - [INFO] - [E:107| 600]: Train Loss:0.0011511, Val MRR:0.32026, yago11k_both_0.001
2023-06-20 16:31:46,673 - yago11k_both_0.001 - [INFO] - [Epoch:107]: Training Loss:0.001151
2023-06-20 16:31:46,888 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 16:31:58,950 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 16:32:10,847 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 107 valid]:
MRR: Tail : 0.41024, Head : 0.2292, Avg : 0.31972
2023-06-20 16:32:10,848 - yago11k_both_0.001 - [INFO] - [Epoch 107]: Training Loss: 0.0011511, Valid MRR: 0.32026,
2023-06-20 16:32:11,484 - yago11k_both_0.001 - [INFO] - [E:108| 0]: Train Loss:0.0012085, Val MRR:0.32026, yago11k_both_0.001
2023-06-20 16:33:14,601 - yago11k_both_0.001 - [INFO] - [E:108| 100]: Train Loss:0.001151, Val MRR:0.32026, yago11k_both_0.001
2023-06-20 16:34:17,675 - yago11k_both_0.001 - [INFO] - [E:108| 200]: Train Loss:0.0011503, Val MRR:0.32026, yago11k_both_0.001
2023-06-20 16:35:20,744 - yago11k_both_0.001 - [INFO] - [E:108| 300]: Train Loss:0.0011498, Val MRR:0.32026, yago11k_both_0.001
2023-06-20 16:36:23,833 - yago11k_both_0.001 - [INFO] - [E:108| 400]: Train Loss:0.0011503, Val MRR:0.32026, yago11k_both_0.001
2023-06-20 16:37:26,913 - yago11k_both_0.001 - [INFO] - [E:108| 500]: Train Loss:0.0011505, Val MRR:0.32026, yago11k_both_0.001
2023-06-20 16:38:29,593 - yago11k_both_0.001 - [INFO] - [E:108| 600]: Train Loss:0.0011504, Val MRR:0.32026, yago11k_both_0.001
2023-06-20 16:38:29,593 - yago11k_both_0.001 - [INFO] - [Epoch:108]: Training Loss:0.00115
2023-06-20 16:38:29,808 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 16:38:41,869 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 16:38:53,766 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 108 valid]:
MRR: Tail : 0.41733, Head : 0.2301, Avg : 0.32372
2023-06-20 16:38:54,731 - yago11k_both_0.001 - [INFO] - [Epoch 108]: Training Loss: 0.0011504, Valid MRR: 0.32372,
2023-06-20 16:38:55,376 - yago11k_both_0.001 - [INFO] - [E:109| 0]: Train Loss:0.0012171, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:39:58,456 - yago11k_both_0.001 - [INFO] - [E:109| 100]: Train Loss:0.0011509, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:41:01,550 - yago11k_both_0.001 - [INFO] - [E:109| 200]: Train Loss:0.0011504, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:42:04,633 - yago11k_both_0.001 - [INFO] - [E:109| 300]: Train Loss:0.0011503, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:43:07,718 - yago11k_both_0.001 - [INFO] - [E:109| 400]: Train Loss:0.0011511, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:44:10,791 - yago11k_both_0.001 - [INFO] - [E:109| 500]: Train Loss:0.0011503, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:45:13,432 - yago11k_both_0.001 - [INFO] - [E:109| 600]: Train Loss:0.0011507, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:45:13,433 - yago11k_both_0.001 - [INFO] - [Epoch:109]: Training Loss:0.001151
2023-06-20 16:45:13,647 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 16:45:25,706 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 16:45:37,603 - yago11k_both_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
2023-06-20 16:45:37,603 - yago11k_both_0.001 - [INFO] - [Epoch 109]: Training Loss: 0.0011507, Valid MRR: 0.32372,
2023-06-20 16:45:38,241 - yago11k_both_0.001 - [INFO] - [E:110| 0]: Train Loss:0.0011258, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:46:41,351 - yago11k_both_0.001 - [INFO] - [E:110| 100]: Train Loss:0.0011465, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:47:44,424 - yago11k_both_0.001 - [INFO] - [E:110| 200]: Train Loss:0.001149, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:48:47,494 - yago11k_both_0.001 - [INFO] - [E:110| 300]: Train Loss:0.0011493, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:49:50,589 - yago11k_both_0.001 - [INFO] - [E:110| 400]: Train Loss:0.0011496, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:50:53,653 - yago11k_both_0.001 - [INFO] - [E:110| 500]: Train Loss:0.0011499, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:51:56,289 - yago11k_both_0.001 - [INFO] - [E:110| 600]: Train Loss:0.0011504, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:51:56,290 - yago11k_both_0.001 - [INFO] - [Epoch:110]: Training Loss:0.00115
2023-06-20 16:51:56,504 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 16:52:08,561 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 16:52:20,457 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 110 valid]:
MRR: Tail : 0.40836, Head : 0.22953, Avg : 0.31895
2023-06-20 16:52:20,458 - yago11k_both_0.001 - [INFO] - [Epoch 110]: Training Loss: 0.0011504, Valid MRR: 0.32372,
2023-06-20 16:52:21,096 - yago11k_both_0.001 - [INFO] - [E:111| 0]: Train Loss:0.0011382, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:53:24,154 - yago11k_both_0.001 - [INFO] - [E:111| 100]: Train Loss:0.0011497, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:54:27,252 - yago11k_both_0.001 - [INFO] - [E:111| 200]: Train Loss:0.0011477, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:55:30,343 - yago11k_both_0.001 - [INFO] - [E:111| 300]: Train Loss:0.0011482, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:56:33,425 - yago11k_both_0.001 - [INFO] - [E:111| 400]: Train Loss:0.0011499, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:57:36,540 - yago11k_both_0.001 - [INFO] - [E:111| 500]: Train Loss:0.0011505, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:58:39,200 - yago11k_both_0.001 - [INFO] - [E:111| 600]: Train Loss:0.0011502, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 16:58:39,200 - yago11k_both_0.001 - [INFO] - [Epoch:111]: Training Loss:0.00115
2023-06-20 16:58:39,414 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 16:58:51,472 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 16:59:03,373 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 111 valid]:
MRR: Tail : 0.40684, Head : 0.22851, Avg : 0.31768
2023-06-20 16:59:03,374 - yago11k_both_0.001 - [INFO] - [Epoch 111]: Training Loss: 0.0011502, Valid MRR: 0.32372,
2023-06-20 16:59:04,011 - yago11k_both_0.001 - [INFO] - [E:112| 0]: Train Loss:0.0011456, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:00:07,087 - yago11k_both_0.001 - [INFO] - [E:112| 100]: Train Loss:0.0011471, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:01:10,173 - yago11k_both_0.001 - [INFO] - [E:112| 200]: Train Loss:0.0011471, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:02:13,241 - yago11k_both_0.001 - [INFO] - [E:112| 300]: Train Loss:0.0011489, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:03:16,332 - yago11k_both_0.001 - [INFO] - [E:112| 400]: Train Loss:0.0011491, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:04:19,461 - yago11k_both_0.001 - [INFO] - [E:112| 500]: Train Loss:0.001149, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:05:22,129 - yago11k_both_0.001 - [INFO] - [E:112| 600]: Train Loss:0.0011491, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:05:22,129 - yago11k_both_0.001 - [INFO] - [Epoch:112]: Training Loss:0.001149
2023-06-20 17:05:22,344 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 17:05:34,411 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 17:05:46,308 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 112 valid]:
MRR: Tail : 0.41046, Head : 0.22753, Avg : 0.319
2023-06-20 17:05:46,308 - yago11k_both_0.001 - [INFO] - [Epoch 112]: Training Loss: 0.0011491, Valid MRR: 0.32372,
2023-06-20 17:05:46,945 - yago11k_both_0.001 - [INFO] - [E:113| 0]: Train Loss:0.0011696, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:06:50,048 - yago11k_both_0.001 - [INFO] - [E:113| 100]: Train Loss:0.0011473, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:07:53,150 - yago11k_both_0.001 - [INFO] - [E:113| 200]: Train Loss:0.0011475, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:08:56,251 - yago11k_both_0.001 - [INFO] - [E:113| 300]: Train Loss:0.0011475, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:09:59,365 - yago11k_both_0.001 - [INFO] - [E:113| 400]: Train Loss:0.0011489, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:11:02,455 - yago11k_both_0.001 - [INFO] - [E:113| 500]: Train Loss:0.0011488, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:12:05,141 - yago11k_both_0.001 - [INFO] - [E:113| 600]: Train Loss:0.0011492, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:12:05,142 - yago11k_both_0.001 - [INFO] - [Epoch:113]: Training Loss:0.001149
2023-06-20 17:12:05,356 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 17:12:17,413 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 17:12:29,310 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 113 valid]:
MRR: Tail : 0.4104, Head : 0.22984, Avg : 0.32012
2023-06-20 17:12:29,310 - yago11k_both_0.001 - [INFO] - [Epoch 113]: Training Loss: 0.0011492, Valid MRR: 0.32372,
2023-06-20 17:12:29,946 - yago11k_both_0.001 - [INFO] - [E:114| 0]: Train Loss:0.0011338, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:13:33,069 - yago11k_both_0.001 - [INFO] - [E:114| 100]: Train Loss:0.0011468, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:14:36,168 - yago11k_both_0.001 - [INFO] - [E:114| 200]: Train Loss:0.0011469, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:15:39,254 - yago11k_both_0.001 - [INFO] - [E:114| 300]: Train Loss:0.0011469, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:16:42,341 - yago11k_both_0.001 - [INFO] - [E:114| 400]: Train Loss:0.0011475, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:17:45,446 - yago11k_both_0.001 - [INFO] - [E:114| 500]: Train Loss:0.0011478, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:18:48,136 - yago11k_both_0.001 - [INFO] - [E:114| 600]: Train Loss:0.0011483, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:18:48,136 - yago11k_both_0.001 - [INFO] - [Epoch:114]: Training Loss:0.001148
2023-06-20 17:18:48,350 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 17:19:00,410 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 17:19:12,308 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 114 valid]:
MRR: Tail : 0.40608, Head : 0.22906, Avg : 0.31757
2023-06-20 17:19:12,308 - yago11k_both_0.001 - [INFO] - [Epoch 114]: Training Loss: 0.0011483, Valid MRR: 0.32372,
2023-06-20 17:19:12,948 - yago11k_both_0.001 - [INFO] - [E:115| 0]: Train Loss:0.0011438, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:20:16,039 - yago11k_both_0.001 - [INFO] - [E:115| 100]: Train Loss:0.0011487, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:21:19,112 - yago11k_both_0.001 - [INFO] - [E:115| 200]: Train Loss:0.001147, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:22:22,201 - yago11k_both_0.001 - [INFO] - [E:115| 300]: Train Loss:0.0011474, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:23:25,304 - yago11k_both_0.001 - [INFO] - [E:115| 400]: Train Loss:0.0011473, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:24:28,389 - yago11k_both_0.001 - [INFO] - [E:115| 500]: Train Loss:0.0011482, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:25:31,047 - yago11k_both_0.001 - [INFO] - [E:115| 600]: Train Loss:0.0011481, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:25:31,047 - yago11k_both_0.001 - [INFO] - [Epoch:115]: Training Loss:0.001148
2023-06-20 17:25:31,261 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 17:25:43,318 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 17:25:55,211 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 115 valid]:
MRR: Tail : 0.4064, Head : 0.22835, Avg : 0.31737
2023-06-20 17:25:55,211 - yago11k_both_0.001 - [INFO] - [Epoch 115]: Training Loss: 0.0011481, Valid MRR: 0.32372,
2023-06-20 17:25:55,848 - yago11k_both_0.001 - [INFO] - [E:116| 0]: Train Loss:0.0011303, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:26:58,954 - yago11k_both_0.001 - [INFO] - [E:116| 100]: Train Loss:0.0011458, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:28:02,020 - yago11k_both_0.001 - [INFO] - [E:116| 200]: Train Loss:0.0011461, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:29:05,119 - yago11k_both_0.001 - [INFO] - [E:116| 300]: Train Loss:0.0011469, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:30:08,220 - yago11k_both_0.001 - [INFO] - [E:116| 400]: Train Loss:0.0011477, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:31:11,340 - yago11k_both_0.001 - [INFO] - [E:116| 500]: Train Loss:0.0011478, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:32:14,011 - yago11k_both_0.001 - [INFO] - [E:116| 600]: Train Loss:0.0011475, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:32:14,011 - yago11k_both_0.001 - [INFO] - [Epoch:116]: Training Loss:0.001148
2023-06-20 17:32:14,226 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 17:32:26,283 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 17:32:38,175 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 116 valid]:
MRR: Tail : 0.40627, Head : 0.22846, Avg : 0.31737
2023-06-20 17:32:38,175 - yago11k_both_0.001 - [INFO] - [Epoch 116]: Training Loss: 0.0011475, Valid MRR: 0.32372,
2023-06-20 17:32:38,810 - yago11k_both_0.001 - [INFO] - [E:117| 0]: Train Loss:0.0011498, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:33:41,897 - yago11k_both_0.001 - [INFO] - [E:117| 100]: Train Loss:0.0011437, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:34:44,997 - yago11k_both_0.001 - [INFO] - [E:117| 200]: Train Loss:0.0011447, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:35:48,077 - yago11k_both_0.001 - [INFO] - [E:117| 300]: Train Loss:0.0011455, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:36:51,163 - yago11k_both_0.001 - [INFO] - [E:117| 400]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:37:54,232 - yago11k_both_0.001 - [INFO] - [E:117| 500]: Train Loss:0.0011466, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:38:56,905 - yago11k_both_0.001 - [INFO] - [E:117| 600]: Train Loss:0.001147, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:38:56,906 - yago11k_both_0.001 - [INFO] - [Epoch:117]: Training Loss:0.001147
2023-06-20 17:38:57,121 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 17:39:09,178 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 17:39:21,070 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 117 valid]:
MRR: Tail : 0.40772, Head : 0.228, Avg : 0.31786
2023-06-20 17:39:21,070 - yago11k_both_0.001 - [INFO] - [Epoch 117]: Training Loss: 0.001147, Valid MRR: 0.32372,
2023-06-20 17:39:21,716 - yago11k_both_0.001 - [INFO] - [E:118| 0]: Train Loss:0.0012, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:40:24,831 - yago11k_both_0.001 - [INFO] - [E:118| 100]: Train Loss:0.0011434, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:41:27,925 - yago11k_both_0.001 - [INFO] - [E:118| 200]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:42:31,028 - yago11k_both_0.001 - [INFO] - [E:118| 300]: Train Loss:0.0011465, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:43:34,120 - yago11k_both_0.001 - [INFO] - [E:118| 400]: Train Loss:0.0011472, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:44:37,194 - yago11k_both_0.001 - [INFO] - [E:118| 500]: Train Loss:0.0011479, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:45:39,851 - yago11k_both_0.001 - [INFO] - [E:118| 600]: Train Loss:0.0011478, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:45:39,851 - yago11k_both_0.001 - [INFO] - [Epoch:118]: Training Loss:0.001148
2023-06-20 17:45:40,066 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 17:45:52,125 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 17:46:04,021 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 118 valid]:
MRR: Tail : 0.40533, Head : 0.22946, Avg : 0.3174
2023-06-20 17:46:04,021 - yago11k_both_0.001 - [INFO] - [Epoch 118]: Training Loss: 0.0011478, Valid MRR: 0.32372,
2023-06-20 17:46:04,657 - yago11k_both_0.001 - [INFO] - [E:119| 0]: Train Loss:0.0011571, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:47:07,745 - yago11k_both_0.001 - [INFO] - [E:119| 100]: Train Loss:0.0011488, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:48:10,842 - yago11k_both_0.001 - [INFO] - [E:119| 200]: Train Loss:0.0011474, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:49:13,930 - yago11k_both_0.001 - [INFO] - [E:119| 300]: Train Loss:0.0011463, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:50:17,004 - yago11k_both_0.001 - [INFO] - [E:119| 400]: Train Loss:0.0011465, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:51:20,072 - yago11k_both_0.001 - [INFO] - [E:119| 500]: Train Loss:0.001147, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:52:22,732 - yago11k_both_0.001 - [INFO] - [E:119| 600]: Train Loss:0.0011472, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:52:22,733 - yago11k_both_0.001 - [INFO] - [Epoch:119]: Training Loss:0.001147
2023-06-20 17:52:22,948 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 17:52:35,012 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 17:52:46,904 - yago11k_both_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
2023-06-20 17:52:46,904 - yago11k_both_0.001 - [INFO] - [Epoch 119]: Training Loss: 0.0011472, Valid MRR: 0.32372,
2023-06-20 17:52:47,547 - yago11k_both_0.001 - [INFO] - [E:120| 0]: Train Loss:0.0011264, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:53:50,649 - yago11k_both_0.001 - [INFO] - [E:120| 100]: Train Loss:0.0011471, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:54:53,727 - yago11k_both_0.001 - [INFO] - [E:120| 200]: Train Loss:0.001146, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:55:56,800 - yago11k_both_0.001 - [INFO] - [E:120| 300]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:56:59,897 - yago11k_both_0.001 - [INFO] - [E:120| 400]: Train Loss:0.0011462, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:58:02,973 - yago11k_both_0.001 - [INFO] - [E:120| 500]: Train Loss:0.0011461, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:59:05,638 - yago11k_both_0.001 - [INFO] - [E:120| 600]: Train Loss:0.0011469, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 17:59:05,638 - yago11k_both_0.001 - [INFO] - [Epoch:120]: Training Loss:0.001147
2023-06-20 17:59:05,853 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 17:59:17,907 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 17:59:29,800 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 120 valid]:
MRR: Tail : 0.40506, Head : 0.22944, Avg : 0.31725
2023-06-20 17:59:29,801 - yago11k_both_0.001 - [INFO] - [Epoch 120]: Training Loss: 0.0011469, Valid MRR: 0.32372,
2023-06-20 17:59:30,438 - yago11k_both_0.001 - [INFO] - [E:121| 0]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:00:33,550 - yago11k_both_0.001 - [INFO] - [E:121| 100]: Train Loss:0.0011443, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:01:36,641 - yago11k_both_0.001 - [INFO] - [E:121| 200]: Train Loss:0.001145, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:02:39,728 - yago11k_both_0.001 - [INFO] - [E:121| 300]: Train Loss:0.001146, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:03:42,823 - yago11k_both_0.001 - [INFO] - [E:121| 400]: Train Loss:0.001146, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:04:45,924 - yago11k_both_0.001 - [INFO] - [E:121| 500]: Train Loss:0.0011458, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:05:48,574 - yago11k_both_0.001 - [INFO] - [E:121| 600]: Train Loss:0.0011464, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:05:48,574 - yago11k_both_0.001 - [INFO] - [Epoch:121]: Training Loss:0.001146
2023-06-20 18:05:48,789 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 18:06:00,853 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 18:06:12,746 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 121 valid]:
MRR: Tail : 0.41005, Head : 0.22685, Avg : 0.31845
2023-06-20 18:06:12,746 - yago11k_both_0.001 - [INFO] - [Epoch 121]: Training Loss: 0.0011464, Valid MRR: 0.32372,
2023-06-20 18:06:13,381 - yago11k_both_0.001 - [INFO] - [E:122| 0]: Train Loss:0.0011352, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:07:16,476 - yago11k_both_0.001 - [INFO] - [E:122| 100]: Train Loss:0.0011455, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:08:19,553 - yago11k_both_0.001 - [INFO] - [E:122| 200]: Train Loss:0.0011452, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:09:22,619 - yago11k_both_0.001 - [INFO] - [E:122| 300]: Train Loss:0.0011452, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:10:25,683 - yago11k_both_0.001 - [INFO] - [E:122| 400]: Train Loss:0.0011453, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:11:28,755 - yago11k_both_0.001 - [INFO] - [E:122| 500]: Train Loss:0.0011458, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:12:31,423 - yago11k_both_0.001 - [INFO] - [E:122| 600]: Train Loss:0.0011461, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:12:31,424 - yago11k_both_0.001 - [INFO] - [Epoch:122]: Training Loss:0.001146
2023-06-20 18:12:31,637 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 18:12:43,699 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 18:12:55,594 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 122 valid]:
MRR: Tail : 0.41293, Head : 0.23161, Avg : 0.32227
2023-06-20 18:12:55,595 - yago11k_both_0.001 - [INFO] - [Epoch 122]: Training Loss: 0.0011461, Valid MRR: 0.32372,
2023-06-20 18:12:56,231 - yago11k_both_0.001 - [INFO] - [E:123| 0]: Train Loss:0.0011317, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:13:59,363 - yago11k_both_0.001 - [INFO] - [E:123| 100]: Train Loss:0.0011457, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:15:02,443 - yago11k_both_0.001 - [INFO] - [E:123| 200]: Train Loss:0.0011443, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:16:05,504 - yago11k_both_0.001 - [INFO] - [E:123| 300]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:17:08,598 - yago11k_both_0.001 - [INFO] - [E:123| 400]: Train Loss:0.0011448, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:18:11,701 - yago11k_both_0.001 - [INFO] - [E:123| 500]: Train Loss:0.0011457, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:19:14,381 - yago11k_both_0.001 - [INFO] - [E:123| 600]: Train Loss:0.0011455, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:19:14,381 - yago11k_both_0.001 - [INFO] - [Epoch:123]: Training Loss:0.001146
2023-06-20 18:19:14,595 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 18:19:26,658 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 18:19:38,554 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 123 valid]:
MRR: Tail : 0.40696, Head : 0.22859, Avg : 0.31777
2023-06-20 18:19:38,554 - yago11k_both_0.001 - [INFO] - [Epoch 123]: Training Loss: 0.0011455, Valid MRR: 0.32372,
2023-06-20 18:19:39,190 - yago11k_both_0.001 - [INFO] - [E:124| 0]: Train Loss:0.001127, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:20:42,314 - yago11k_both_0.001 - [INFO] - [E:124| 100]: Train Loss:0.0011436, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:21:45,421 - yago11k_both_0.001 - [INFO] - [E:124| 200]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:22:48,531 - yago11k_both_0.001 - [INFO] - [E:124| 300]: Train Loss:0.0011456, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:23:51,657 - yago11k_both_0.001 - [INFO] - [E:124| 400]: Train Loss:0.0011462, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:24:54,770 - yago11k_both_0.001 - [INFO] - [E:124| 500]: Train Loss:0.0011465, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:25:57,432 - yago11k_both_0.001 - [INFO] - [E:124| 600]: Train Loss:0.0011457, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:25:57,432 - yago11k_both_0.001 - [INFO] - [Epoch:124]: Training Loss:0.001146
2023-06-20 18:25:57,647 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 18:26:09,719 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 18:26:21,608 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 124 valid]:
MRR: Tail : 0.40998, Head : 0.22853, Avg : 0.31925
2023-06-20 18:26:21,608 - yago11k_both_0.001 - [INFO] - [Epoch 124]: Training Loss: 0.0011457, Valid MRR: 0.32372,
2023-06-20 18:26:22,244 - yago11k_both_0.001 - [INFO] - [E:125| 0]: Train Loss:0.0011275, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:27:25,280 - yago11k_both_0.001 - [INFO] - [E:125| 100]: Train Loss:0.0011424, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:28:28,331 - yago11k_both_0.001 - [INFO] - [E:125| 200]: Train Loss:0.0011435, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:29:31,366 - yago11k_both_0.001 - [INFO] - [E:125| 300]: Train Loss:0.001145, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:30:34,403 - yago11k_both_0.001 - [INFO] - [E:125| 400]: Train Loss:0.0011448, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:31:37,451 - yago11k_both_0.001 - [INFO] - [E:125| 500]: Train Loss:0.0011452, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:32:40,077 - yago11k_both_0.001 - [INFO] - [E:125| 600]: Train Loss:0.0011451, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:32:40,077 - yago11k_both_0.001 - [INFO] - [Epoch:125]: Training Loss:0.001145
2023-06-20 18:32:40,293 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 18:32:52,354 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 18:33:04,251 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 125 valid]:
MRR: Tail : 0.40816, Head : 0.23008, Avg : 0.31912
2023-06-20 18:33:04,251 - yago11k_both_0.001 - [INFO] - [Epoch 125]: Training Loss: 0.0011451, Valid MRR: 0.32372,
2023-06-20 18:33:04,887 - yago11k_both_0.001 - [INFO] - [E:126| 0]: Train Loss:0.0011849, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:34:07,911 - yago11k_both_0.001 - [INFO] - [E:126| 100]: Train Loss:0.0011452, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:35:10,947 - yago11k_both_0.001 - [INFO] - [E:126| 200]: Train Loss:0.0011443, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:36:13,996 - yago11k_both_0.001 - [INFO] - [E:126| 300]: Train Loss:0.0011445, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:37:17,019 - yago11k_both_0.001 - [INFO] - [E:126| 400]: Train Loss:0.001144, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:38:20,052 - yago11k_both_0.001 - [INFO] - [E:126| 500]: Train Loss:0.0011444, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:39:22,649 - yago11k_both_0.001 - [INFO] - [E:126| 600]: Train Loss:0.001145, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:39:22,649 - yago11k_both_0.001 - [INFO] - [Epoch:126]: Training Loss:0.001145
2023-06-20 18:39:22,864 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 18:39:34,930 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 18:39:46,825 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 126 valid]:
MRR: Tail : 0.40576, Head : 0.22885, Avg : 0.31731
2023-06-20 18:39:46,825 - yago11k_both_0.001 - [INFO] - [Epoch 126]: Training Loss: 0.001145, Valid MRR: 0.32372,
2023-06-20 18:39:47,459 - yago11k_both_0.001 - [INFO] - [E:127| 0]: Train Loss:0.0011369, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:40:50,503 - yago11k_both_0.001 - [INFO] - [E:127| 100]: Train Loss:0.0011429, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:41:53,535 - yago11k_both_0.001 - [INFO] - [E:127| 200]: Train Loss:0.0011451, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:42:56,556 - yago11k_both_0.001 - [INFO] - [E:127| 300]: Train Loss:0.0011445, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:43:59,562 - yago11k_both_0.001 - [INFO] - [E:127| 400]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:45:02,560 - yago11k_both_0.001 - [INFO] - [E:127| 500]: Train Loss:0.0011439, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:46:05,180 - yago11k_both_0.001 - [INFO] - [E:127| 600]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:46:05,180 - yago11k_both_0.001 - [INFO] - [Epoch:127]: Training Loss:0.001144
2023-06-20 18:46:05,395 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 18:46:17,444 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 18:46:29,340 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 127 valid]:
MRR: Tail : 0.40698, Head : 0.22966, Avg : 0.31832
2023-06-20 18:46:29,340 - yago11k_both_0.001 - [INFO] - [Epoch 127]: Training Loss: 0.0011441, Valid MRR: 0.32372,
2023-06-20 18:46:29,978 - yago11k_both_0.001 - [INFO] - [E:128| 0]: Train Loss:0.0011539, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:47:33,013 - yago11k_both_0.001 - [INFO] - [E:128| 100]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:48:36,048 - yago11k_both_0.001 - [INFO] - [E:128| 200]: Train Loss:0.001142, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:49:39,066 - yago11k_both_0.001 - [INFO] - [E:128| 300]: Train Loss:0.0011439, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:50:42,099 - yago11k_both_0.001 - [INFO] - [E:128| 400]: Train Loss:0.0011442, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:51:45,143 - yago11k_both_0.001 - [INFO] - [E:128| 500]: Train Loss:0.0011443, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:52:47,751 - yago11k_both_0.001 - [INFO] - [E:128| 600]: Train Loss:0.0011442, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:52:47,751 - yago11k_both_0.001 - [INFO] - [Epoch:128]: Training Loss:0.001144
2023-06-20 18:52:47,965 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 18:53:00,022 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 18:53:11,920 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 128 valid]:
MRR: Tail : 0.41628, Head : 0.22911, Avg : 0.3227
2023-06-20 18:53:11,920 - yago11k_both_0.001 - [INFO] - [Epoch 128]: Training Loss: 0.0011442, Valid MRR: 0.32372,
2023-06-20 18:53:12,554 - yago11k_both_0.001 - [INFO] - [E:129| 0]: Train Loss:0.0011542, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:54:15,570 - yago11k_both_0.001 - [INFO] - [E:129| 100]: Train Loss:0.0011403, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:55:18,587 - yago11k_both_0.001 - [INFO] - [E:129| 200]: Train Loss:0.0011429, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:56:21,618 - yago11k_both_0.001 - [INFO] - [E:129| 300]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:57:24,639 - yago11k_both_0.001 - [INFO] - [E:129| 400]: Train Loss:0.0011427, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:58:27,670 - yago11k_both_0.001 - [INFO] - [E:129| 500]: Train Loss:0.0011427, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:59:30,265 - yago11k_both_0.001 - [INFO] - [E:129| 600]: Train Loss:0.0011438, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 18:59:30,266 - yago11k_both_0.001 - [INFO] - [Epoch:129]: Training Loss:0.001144
2023-06-20 18:59:30,479 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 18:59:42,529 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 18:59:54,418 - yago11k_both_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
2023-06-20 18:59:54,418 - yago11k_both_0.001 - [INFO] - [Epoch 129]: Training Loss: 0.0011438, Valid MRR: 0.32372,
2023-06-20 18:59:55,055 - yago11k_both_0.001 - [INFO] - [E:130| 0]: Train Loss:0.0011574, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:00:58,094 - yago11k_both_0.001 - [INFO] - [E:130| 100]: Train Loss:0.0011433, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:02:01,139 - yago11k_both_0.001 - [INFO] - [E:130| 200]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:03:04,176 - yago11k_both_0.001 - [INFO] - [E:130| 300]: Train Loss:0.0011413, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:04:07,216 - yago11k_both_0.001 - [INFO] - [E:130| 400]: Train Loss:0.001142, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:05:10,230 - yago11k_both_0.001 - [INFO] - [E:130| 500]: Train Loss:0.0011431, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:06:12,825 - yago11k_both_0.001 - [INFO] - [E:130| 600]: Train Loss:0.001143, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:06:12,825 - yago11k_both_0.001 - [INFO] - [Epoch:130]: Training Loss:0.001143
2023-06-20 19:06:13,041 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 19:06:25,102 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 19:06:37,005 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 130 valid]:
MRR: Tail : 0.41432, Head : 0.23218, Avg : 0.32325
2023-06-20 19:06:37,005 - yago11k_both_0.001 - [INFO] - [Epoch 130]: Training Loss: 0.001143, Valid MRR: 0.32372,
2023-06-20 19:06:37,640 - yago11k_both_0.001 - [INFO] - [E:131| 0]: Train Loss:0.001131, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:07:40,672 - yago11k_both_0.001 - [INFO] - [E:131| 100]: Train Loss:0.0011425, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:08:43,688 - yago11k_both_0.001 - [INFO] - [E:131| 200]: Train Loss:0.0011417, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:09:46,692 - yago11k_both_0.001 - [INFO] - [E:131| 300]: Train Loss:0.0011419, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:10:49,718 - yago11k_both_0.001 - [INFO] - [E:131| 400]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:11:52,766 - yago11k_both_0.001 - [INFO] - [E:131| 500]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:12:55,356 - yago11k_both_0.001 - [INFO] - [E:131| 600]: Train Loss:0.0011431, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:12:55,357 - yago11k_both_0.001 - [INFO] - [Epoch:131]: Training Loss:0.001143
2023-06-20 19:12:55,572 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 19:13:07,625 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 19:13:19,521 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 131 valid]:
MRR: Tail : 0.40903, Head : 0.23032, Avg : 0.31968
2023-06-20 19:13:19,521 - yago11k_both_0.001 - [INFO] - [Epoch 131]: Training Loss: 0.0011431, Valid MRR: 0.32372,
2023-06-20 19:13:20,155 - yago11k_both_0.001 - [INFO] - [E:132| 0]: Train Loss:0.0011648, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:14:23,186 - yago11k_both_0.001 - [INFO] - [E:132| 100]: Train Loss:0.0011448, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:15:26,194 - yago11k_both_0.001 - [INFO] - [E:132| 200]: Train Loss:0.0011448, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:16:29,201 - yago11k_both_0.001 - [INFO] - [E:132| 300]: Train Loss:0.0011431, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:17:32,237 - yago11k_both_0.001 - [INFO] - [E:132| 400]: Train Loss:0.0011423, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:18:35,256 - yago11k_both_0.001 - [INFO] - [E:132| 500]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:19:37,862 - yago11k_both_0.001 - [INFO] - [E:132| 600]: Train Loss:0.0011429, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:19:37,862 - yago11k_both_0.001 - [INFO] - [Epoch:132]: Training Loss:0.001143
2023-06-20 19:19:38,078 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 19:19:50,124 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 19:20:02,026 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 132 valid]:
MRR: Tail : 0.40316, Head : 0.22782, Avg : 0.31549
2023-06-20 19:20:02,026 - yago11k_both_0.001 - [INFO] - [Epoch 132]: Training Loss: 0.0011429, Valid MRR: 0.32372,
2023-06-20 19:20:02,665 - yago11k_both_0.001 - [INFO] - [E:133| 0]: Train Loss:0.0011524, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:21:05,690 - yago11k_both_0.001 - [INFO] - [E:133| 100]: Train Loss:0.0011418, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:22:08,704 - yago11k_both_0.001 - [INFO] - [E:133| 200]: Train Loss:0.0011424, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:23:11,723 - yago11k_both_0.001 - [INFO] - [E:133| 300]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:24:14,761 - yago11k_both_0.001 - [INFO] - [E:133| 400]: Train Loss:0.0011429, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:25:17,803 - yago11k_both_0.001 - [INFO] - [E:133| 500]: Train Loss:0.0011425, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:26:20,418 - yago11k_both_0.001 - [INFO] - [E:133| 600]: Train Loss:0.0011425, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:26:20,419 - yago11k_both_0.001 - [INFO] - [Epoch:133]: Training Loss:0.001143
2023-06-20 19:26:20,633 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 19:26:32,686 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 19:26:44,588 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 133 valid]:
MRR: Tail : 0.40883, Head : 0.23098, Avg : 0.31991
2023-06-20 19:26:44,588 - yago11k_both_0.001 - [INFO] - [Epoch 133]: Training Loss: 0.0011425, Valid MRR: 0.32372,
2023-06-20 19:26:45,226 - yago11k_both_0.001 - [INFO] - [E:134| 0]: Train Loss:0.0011234, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:27:48,251 - yago11k_both_0.001 - [INFO] - [E:134| 100]: Train Loss:0.0011394, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:28:51,272 - yago11k_both_0.001 - [INFO] - [E:134| 200]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:29:54,303 - yago11k_both_0.001 - [INFO] - [E:134| 300]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:30:57,330 - yago11k_both_0.001 - [INFO] - [E:134| 400]: Train Loss:0.0011426, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:32:00,380 - yago11k_both_0.001 - [INFO] - [E:134| 500]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:33:02,967 - yago11k_both_0.001 - [INFO] - [E:134| 600]: Train Loss:0.0011424, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:33:02,967 - yago11k_both_0.001 - [INFO] - [Epoch:134]: Training Loss:0.001142
2023-06-20 19:33:03,182 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 19:33:15,230 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 19:33:27,118 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 134 valid]:
MRR: Tail : 0.41159, Head : 0.22982, Avg : 0.3207
2023-06-20 19:33:27,118 - yago11k_both_0.001 - [INFO] - [Epoch 134]: Training Loss: 0.0011424, Valid MRR: 0.32372,
2023-06-20 19:33:27,754 - yago11k_both_0.001 - [INFO] - [E:135| 0]: Train Loss:0.0011415, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:34:30,772 - yago11k_both_0.001 - [INFO] - [E:135| 100]: Train Loss:0.0011399, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:35:33,787 - yago11k_both_0.001 - [INFO] - [E:135| 200]: Train Loss:0.0011401, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:36:36,838 - yago11k_both_0.001 - [INFO] - [E:135| 300]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:37:39,850 - yago11k_both_0.001 - [INFO] - [E:135| 400]: Train Loss:0.001141, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:38:42,855 - yago11k_both_0.001 - [INFO] - [E:135| 500]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:39:45,472 - yago11k_both_0.001 - [INFO] - [E:135| 600]: Train Loss:0.0011416, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:39:45,472 - yago11k_both_0.001 - [INFO] - [Epoch:135]: Training Loss:0.001142
2023-06-20 19:39:45,686 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 19:39:57,731 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 19:40:09,632 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 135 valid]:
MRR: Tail : 0.40643, Head : 0.23217, Avg : 0.3193
2023-06-20 19:40:09,632 - yago11k_both_0.001 - [INFO] - [Epoch 135]: Training Loss: 0.0011416, Valid MRR: 0.32372,
2023-06-20 19:40:10,267 - yago11k_both_0.001 - [INFO] - [E:136| 0]: Train Loss:0.0011177, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:41:13,304 - yago11k_both_0.001 - [INFO] - [E:136| 100]: Train Loss:0.0011394, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:42:16,333 - yago11k_both_0.001 - [INFO] - [E:136| 200]: Train Loss:0.0011397, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:43:19,347 - yago11k_both_0.001 - [INFO] - [E:136| 300]: Train Loss:0.0011408, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:44:22,388 - yago11k_both_0.001 - [INFO] - [E:136| 400]: Train Loss:0.0011411, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:45:25,431 - yago11k_both_0.001 - [INFO] - [E:136| 500]: Train Loss:0.0011415, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:46:28,031 - yago11k_both_0.001 - [INFO] - [E:136| 600]: Train Loss:0.0011418, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:46:28,032 - yago11k_both_0.001 - [INFO] - [Epoch:136]: Training Loss:0.001142
2023-06-20 19:46:28,248 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 19:46:40,301 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 19:46:52,196 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 136 valid]:
MRR: Tail : 0.40832, Head : 0.2292, Avg : 0.31876
2023-06-20 19:46:52,196 - yago11k_both_0.001 - [INFO] - [Epoch 136]: Training Loss: 0.0011418, Valid MRR: 0.32372,
2023-06-20 19:46:52,833 - yago11k_both_0.001 - [INFO] - [E:137| 0]: Train Loss:0.0011508, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:47:55,855 - yago11k_both_0.001 - [INFO] - [E:137| 100]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:48:58,908 - yago11k_both_0.001 - [INFO] - [E:137| 200]: Train Loss:0.0011402, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:50:01,925 - yago11k_both_0.001 - [INFO] - [E:137| 300]: Train Loss:0.0011404, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:51:04,977 - yago11k_both_0.001 - [INFO] - [E:137| 400]: Train Loss:0.0011404, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:52:08,021 - yago11k_both_0.001 - [INFO] - [E:137| 500]: Train Loss:0.0011405, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:53:10,619 - yago11k_both_0.001 - [INFO] - [E:137| 600]: Train Loss:0.0011407, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:53:10,619 - yago11k_both_0.001 - [INFO] - [Epoch:137]: Training Loss:0.001141
2023-06-20 19:53:10,834 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 19:53:22,884 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 19:53:34,785 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 137 valid]:
MRR: Tail : 0.40902, Head : 0.231, Avg : 0.32001
2023-06-20 19:53:34,785 - yago11k_both_0.001 - [INFO] - [Epoch 137]: Training Loss: 0.0011407, Valid MRR: 0.32372,
2023-06-20 19:53:35,420 - yago11k_both_0.001 - [INFO] - [E:138| 0]: Train Loss:0.0011748, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:54:38,434 - yago11k_both_0.001 - [INFO] - [E:138| 100]: Train Loss:0.0011413, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:55:41,451 - yago11k_both_0.001 - [INFO] - [E:138| 200]: Train Loss:0.0011409, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:56:44,450 - yago11k_both_0.001 - [INFO] - [E:138| 300]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:57:47,469 - yago11k_both_0.001 - [INFO] - [E:138| 400]: Train Loss:0.001141, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:58:50,466 - yago11k_both_0.001 - [INFO] - [E:138| 500]: Train Loss:0.001141, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:59:53,071 - yago11k_both_0.001 - [INFO] - [E:138| 600]: Train Loss:0.001141, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 19:59:53,071 - yago11k_both_0.001 - [INFO] - [Epoch:138]: Training Loss:0.001141
2023-06-20 19:59:53,287 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 20:00:05,337 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 20:00:17,239 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 138 valid]:
MRR: Tail : 0.40863, Head : 0.22772, Avg : 0.31818
2023-06-20 20:00:17,239 - yago11k_both_0.001 - [INFO] - [Epoch 138]: Training Loss: 0.001141, Valid MRR: 0.32372,
2023-06-20 20:00:17,874 - yago11k_both_0.001 - [INFO] - [E:139| 0]: Train Loss:0.0011611, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:01:20,900 - yago11k_both_0.001 - [INFO] - [E:139| 100]: Train Loss:0.0011428, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:02:23,931 - yago11k_both_0.001 - [INFO] - [E:139| 200]: Train Loss:0.0011405, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:03:26,928 - yago11k_both_0.001 - [INFO] - [E:139| 300]: Train Loss:0.00114, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:04:29,957 - yago11k_both_0.001 - [INFO] - [E:139| 400]: Train Loss:0.0011404, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:05:32,971 - yago11k_both_0.001 - [INFO] - [E:139| 500]: Train Loss:0.0011405, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:06:35,574 - yago11k_both_0.001 - [INFO] - [E:139| 600]: Train Loss:0.001141, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:06:35,574 - yago11k_both_0.001 - [INFO] - [Epoch:139]: Training Loss:0.001141
2023-06-20 20:06:35,790 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 20:06:47,836 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 20:06:59,737 - yago11k_both_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
2023-06-20 20:06:59,737 - yago11k_both_0.001 - [INFO] - [Epoch 139]: Training Loss: 0.001141, Valid MRR: 0.32372,
2023-06-20 20:07:00,372 - yago11k_both_0.001 - [INFO] - [E:140| 0]: Train Loss:0.0011459, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:08:03,417 - yago11k_both_0.001 - [INFO] - [E:140| 100]: Train Loss:0.0011399, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:09:06,445 - yago11k_both_0.001 - [INFO] - [E:140| 200]: Train Loss:0.0011404, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:10:09,462 - yago11k_both_0.001 - [INFO] - [E:140| 300]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:11:12,490 - yago11k_both_0.001 - [INFO] - [E:140| 400]: Train Loss:0.0011407, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:12:15,505 - yago11k_both_0.001 - [INFO] - [E:140| 500]: Train Loss:0.0011409, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:13:18,100 - yago11k_both_0.001 - [INFO] - [E:140| 600]: Train Loss:0.001141, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:13:18,100 - yago11k_both_0.001 - [INFO] - [Epoch:140]: Training Loss:0.001141
2023-06-20 20:13:18,314 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 20:13:30,366 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 20:13:42,261 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 140 valid]:
MRR: Tail : 0.41386, Head : 0.22908, Avg : 0.32147
2023-06-20 20:13:42,261 - yago11k_both_0.001 - [INFO] - [Epoch 140]: Training Loss: 0.001141, Valid MRR: 0.32372,
2023-06-20 20:13:42,898 - yago11k_both_0.001 - [INFO] - [E:141| 0]: Train Loss:0.0011383, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:14:45,928 - yago11k_both_0.001 - [INFO] - [E:141| 100]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:15:48,941 - yago11k_both_0.001 - [INFO] - [E:141| 200]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:16:51,973 - yago11k_both_0.001 - [INFO] - [E:141| 300]: Train Loss:0.0011388, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:17:55,004 - yago11k_both_0.001 - [INFO] - [E:141| 400]: Train Loss:0.0011398, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:18:58,017 - yago11k_both_0.001 - [INFO] - [E:141| 500]: Train Loss:0.0011403, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:20:00,624 - yago11k_both_0.001 - [INFO] - [E:141| 600]: Train Loss:0.0011411, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:20:00,625 - yago11k_both_0.001 - [INFO] - [Epoch:141]: Training Loss:0.001141
2023-06-20 20:20:00,838 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 20:20:12,888 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 20:20:24,780 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 141 valid]:
MRR: Tail : 0.41233, Head : 0.23052, Avg : 0.32142
2023-06-20 20:20:24,781 - yago11k_both_0.001 - [INFO] - [Epoch 141]: Training Loss: 0.0011411, Valid MRR: 0.32372,
2023-06-20 20:20:25,419 - yago11k_both_0.001 - [INFO] - [E:142| 0]: Train Loss:0.0011139, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:21:28,450 - yago11k_both_0.001 - [INFO] - [E:142| 100]: Train Loss:0.0011392, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:22:31,489 - yago11k_both_0.001 - [INFO] - [E:142| 200]: Train Loss:0.0011388, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:23:34,534 - yago11k_both_0.001 - [INFO] - [E:142| 300]: Train Loss:0.0011383, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:24:37,561 - yago11k_both_0.001 - [INFO] - [E:142| 400]: Train Loss:0.0011392, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:25:40,582 - yago11k_both_0.001 - [INFO] - [E:142| 500]: Train Loss:0.0011397, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:26:43,215 - yago11k_both_0.001 - [INFO] - [E:142| 600]: Train Loss:0.0011403, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:26:43,216 - yago11k_both_0.001 - [INFO] - [Epoch:142]: Training Loss:0.00114
2023-06-20 20:26:43,431 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 20:26:55,479 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 20:27:07,382 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 142 valid]:
MRR: Tail : 0.40948, Head : 0.23082, Avg : 0.32015
2023-06-20 20:27:07,382 - yago11k_both_0.001 - [INFO] - [Epoch 142]: Training Loss: 0.0011403, Valid MRR: 0.32372,
2023-06-20 20:27:08,021 - yago11k_both_0.001 - [INFO] - [E:143| 0]: Train Loss:0.0011472, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:28:11,060 - yago11k_both_0.001 - [INFO] - [E:143| 100]: Train Loss:0.0011412, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:29:14,078 - yago11k_both_0.001 - [INFO] - [E:143| 200]: Train Loss:0.0011396, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:30:17,097 - yago11k_both_0.001 - [INFO] - [E:143| 300]: Train Loss:0.0011406, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:31:20,135 - yago11k_both_0.001 - [INFO] - [E:143| 400]: Train Loss:0.0011403, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:32:23,187 - yago11k_both_0.001 - [INFO] - [E:143| 500]: Train Loss:0.0011402, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:33:25,802 - yago11k_both_0.001 - [INFO] - [E:143| 600]: Train Loss:0.0011405, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:33:25,802 - yago11k_both_0.001 - [INFO] - [Epoch:143]: Training Loss:0.00114
2023-06-20 20:33:26,016 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 20:33:38,076 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 20:33:49,983 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 143 valid]:
MRR: Tail : 0.41311, Head : 0.22874, Avg : 0.32092
2023-06-20 20:33:49,984 - yago11k_both_0.001 - [INFO] - [Epoch 143]: Training Loss: 0.0011405, Valid MRR: 0.32372,
2023-06-20 20:33:50,622 - yago11k_both_0.001 - [INFO] - [E:144| 0]: Train Loss:0.0011447, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:34:53,647 - yago11k_both_0.001 - [INFO] - [E:144| 100]: Train Loss:0.0011383, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:35:56,681 - yago11k_both_0.001 - [INFO] - [E:144| 200]: Train Loss:0.0011378, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:36:59,727 - yago11k_both_0.001 - [INFO] - [E:144| 300]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:38:02,783 - yago11k_both_0.001 - [INFO] - [E:144| 400]: Train Loss:0.0011396, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:39:05,848 - yago11k_both_0.001 - [INFO] - [E:144| 500]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:40:08,453 - yago11k_both_0.001 - [INFO] - [E:144| 600]: Train Loss:0.0011401, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:40:08,453 - yago11k_both_0.001 - [INFO] - [Epoch:144]: Training Loss:0.00114
2023-06-20 20:40:08,668 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 20:40:20,719 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 20:40:32,614 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 144 valid]:
MRR: Tail : 0.41278, Head : 0.22983, Avg : 0.3213
2023-06-20 20:40:32,615 - yago11k_both_0.001 - [INFO] - [Epoch 144]: Training Loss: 0.0011401, Valid MRR: 0.32372,
2023-06-20 20:40:33,250 - yago11k_both_0.001 - [INFO] - [E:145| 0]: Train Loss:0.001122, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:41:36,289 - yago11k_both_0.001 - [INFO] - [E:145| 100]: Train Loss:0.0011418, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:42:39,330 - yago11k_both_0.001 - [INFO] - [E:145| 200]: Train Loss:0.0011402, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:43:42,343 - yago11k_both_0.001 - [INFO] - [E:145| 300]: Train Loss:0.0011399, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:44:45,354 - yago11k_both_0.001 - [INFO] - [E:145| 400]: Train Loss:0.0011394, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:45:48,392 - yago11k_both_0.001 - [INFO] - [E:145| 500]: Train Loss:0.0011397, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:46:50,992 - yago11k_both_0.001 - [INFO] - [E:145| 600]: Train Loss:0.0011396, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:46:50,992 - yago11k_both_0.001 - [INFO] - [Epoch:145]: Training Loss:0.00114
2023-06-20 20:46:51,205 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 20:47:03,251 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 20:47:15,147 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 145 valid]:
MRR: Tail : 0.40574, Head : 0.23026, Avg : 0.318
2023-06-20 20:47:15,147 - yago11k_both_0.001 - [INFO] - [Epoch 145]: Training Loss: 0.0011396, Valid MRR: 0.32372,
2023-06-20 20:47:15,784 - yago11k_both_0.001 - [INFO] - [E:146| 0]: Train Loss:0.0011213, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:48:18,849 - yago11k_both_0.001 - [INFO] - [E:146| 100]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:49:21,951 - yago11k_both_0.001 - [INFO] - [E:146| 200]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:50:25,034 - yago11k_both_0.001 - [INFO] - [E:146| 300]: Train Loss:0.0011387, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:51:28,080 - yago11k_both_0.001 - [INFO] - [E:146| 400]: Train Loss:0.0011391, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:52:31,072 - yago11k_both_0.001 - [INFO] - [E:146| 500]: Train Loss:0.0011391, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:53:33,627 - yago11k_both_0.001 - [INFO] - [E:146| 600]: Train Loss:0.0011396, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:53:33,627 - yago11k_both_0.001 - [INFO] - [Epoch:146]: Training Loss:0.00114
2023-06-20 20:53:33,842 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 20:53:45,882 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 20:53:57,779 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 146 valid]:
MRR: Tail : 0.41032, Head : 0.23116, Avg : 0.32074
2023-06-20 20:53:57,779 - yago11k_both_0.001 - [INFO] - [Epoch 146]: Training Loss: 0.0011396, Valid MRR: 0.32372,
2023-06-20 20:53:58,414 - yago11k_both_0.001 - [INFO] - [E:147| 0]: Train Loss:0.0011508, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:55:01,399 - yago11k_both_0.001 - [INFO] - [E:147| 100]: Train Loss:0.001137, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:56:04,445 - yago11k_both_0.001 - [INFO] - [E:147| 200]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:57:07,470 - yago11k_both_0.001 - [INFO] - [E:147| 300]: Train Loss:0.0011375, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:58:10,470 - yago11k_both_0.001 - [INFO] - [E:147| 400]: Train Loss:0.0011388, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 20:59:13,454 - yago11k_both_0.001 - [INFO] - [E:147| 500]: Train Loss:0.0011388, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:00:16,025 - yago11k_both_0.001 - [INFO] - [E:147| 600]: Train Loss:0.001139, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:00:16,026 - yago11k_both_0.001 - [INFO] - [Epoch:147]: Training Loss:0.001139
2023-06-20 21:00:16,240 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 21:00:28,274 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 21:00:40,164 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 147 valid]:
MRR: Tail : 0.4122, Head : 0.23041, Avg : 0.3213
2023-06-20 21:00:40,165 - yago11k_both_0.001 - [INFO] - [Epoch 147]: Training Loss: 0.001139, Valid MRR: 0.32372,
2023-06-20 21:00:40,801 - yago11k_both_0.001 - [INFO] - [E:148| 0]: Train Loss:0.0011307, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:01:43,791 - yago11k_both_0.001 - [INFO] - [E:148| 100]: Train Loss:0.001138, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:02:46,825 - yago11k_both_0.001 - [INFO] - [E:148| 200]: Train Loss:0.0011375, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:03:49,840 - yago11k_both_0.001 - [INFO] - [E:148| 300]: Train Loss:0.0011378, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:04:52,818 - yago11k_both_0.001 - [INFO] - [E:148| 400]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:05:55,839 - yago11k_both_0.001 - [INFO] - [E:148| 500]: Train Loss:0.0011387, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:06:58,390 - yago11k_both_0.001 - [INFO] - [E:148| 600]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:06:58,391 - yago11k_both_0.001 - [INFO] - [Epoch:148]: Training Loss:0.001138
2023-06-20 21:06:58,605 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 21:07:10,656 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 21:07:22,550 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 148 valid]:
MRR: Tail : 0.40719, Head : 0.22891, Avg : 0.31805
2023-06-20 21:07:22,550 - yago11k_both_0.001 - [INFO] - [Epoch 148]: Training Loss: 0.0011385, Valid MRR: 0.32372,
2023-06-20 21:07:23,193 - yago11k_both_0.001 - [INFO] - [E:149| 0]: Train Loss:0.0011381, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:08:26,186 - yago11k_both_0.001 - [INFO] - [E:149| 100]: Train Loss:0.0011395, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:09:29,174 - yago11k_both_0.001 - [INFO] - [E:149| 200]: Train Loss:0.001137, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:10:32,144 - yago11k_both_0.001 - [INFO] - [E:149| 300]: Train Loss:0.0011378, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:11:35,131 - yago11k_both_0.001 - [INFO] - [E:149| 400]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:12:38,105 - yago11k_both_0.001 - [INFO] - [E:149| 500]: Train Loss:0.0011384, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:13:40,671 - yago11k_both_0.001 - [INFO] - [E:149| 600]: Train Loss:0.0011387, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:13:40,671 - yago11k_both_0.001 - [INFO] - [Epoch:149]: Training Loss:0.001139
2023-06-20 21:13:40,887 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 21:13:52,926 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 21:14:04,804 - yago11k_both_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
2023-06-20 21:14:04,804 - yago11k_both_0.001 - [INFO] - [Epoch 149]: Training Loss: 0.0011387, Valid MRR: 0.32372,
2023-06-20 21:14:05,440 - yago11k_both_0.001 - [INFO] - [E:150| 0]: Train Loss:0.0011325, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:15:08,421 - yago11k_both_0.001 - [INFO] - [E:150| 100]: Train Loss:0.0011343, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:16:11,400 - yago11k_both_0.001 - [INFO] - [E:150| 200]: Train Loss:0.0011369, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:17:14,361 - yago11k_both_0.001 - [INFO] - [E:150| 300]: Train Loss:0.0011372, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:18:17,341 - yago11k_both_0.001 - [INFO] - [E:150| 400]: Train Loss:0.001138, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:19:20,315 - yago11k_both_0.001 - [INFO] - [E:150| 500]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:20:22,863 - yago11k_both_0.001 - [INFO] - [E:150| 600]: Train Loss:0.0011384, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:20:22,863 - yago11k_both_0.001 - [INFO] - [Epoch:150]: Training Loss:0.001138
2023-06-20 21:20:23,079 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 21:20:35,096 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 21:20:46,972 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 150 valid]:
MRR: Tail : 0.41467, Head : 0.23008, Avg : 0.32238
2023-06-20 21:20:46,972 - yago11k_both_0.001 - [INFO] - [Epoch 150]: Training Loss: 0.0011384, Valid MRR: 0.32372,
2023-06-20 21:20:47,609 - yago11k_both_0.001 - [INFO] - [E:151| 0]: Train Loss:0.0011208, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:21:50,574 - yago11k_both_0.001 - [INFO] - [E:151| 100]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:22:53,554 - yago11k_both_0.001 - [INFO] - [E:151| 200]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:23:56,530 - yago11k_both_0.001 - [INFO] - [E:151| 300]: Train Loss:0.0011382, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:24:59,543 - yago11k_both_0.001 - [INFO] - [E:151| 400]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:26:02,536 - yago11k_both_0.001 - [INFO] - [E:151| 500]: Train Loss:0.0011385, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:27:05,107 - yago11k_both_0.001 - [INFO] - [E:151| 600]: Train Loss:0.0011383, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:27:05,107 - yago11k_both_0.001 - [INFO] - [Epoch:151]: Training Loss:0.001138
2023-06-20 21:27:05,320 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 21:27:17,347 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 21:27:29,217 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 151 valid]:
MRR: Tail : 0.41434, Head : 0.23279, Avg : 0.32356
2023-06-20 21:27:29,217 - yago11k_both_0.001 - [INFO] - [Epoch 151]: Training Loss: 0.0011383, Valid MRR: 0.32372,
2023-06-20 21:27:29,854 - yago11k_both_0.001 - [INFO] - [E:152| 0]: Train Loss:0.0011433, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:28:32,836 - yago11k_both_0.001 - [INFO] - [E:152| 100]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:29:35,826 - yago11k_both_0.001 - [INFO] - [E:152| 200]: Train Loss:0.0011393, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:30:38,835 - yago11k_both_0.001 - [INFO] - [E:152| 300]: Train Loss:0.0011397, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:31:41,846 - yago11k_both_0.001 - [INFO] - [E:152| 400]: Train Loss:0.0011393, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:32:44,906 - yago11k_both_0.001 - [INFO] - [E:152| 500]: Train Loss:0.001139, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:33:47,520 - yago11k_both_0.001 - [INFO] - [E:152| 600]: Train Loss:0.0011382, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:33:47,521 - yago11k_both_0.001 - [INFO] - [Epoch:152]: Training Loss:0.001138
2023-06-20 21:33:47,734 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 21:33:59,768 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 21:34:11,651 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 152 valid]:
MRR: Tail : 0.41175, Head : 0.22982, Avg : 0.32079
2023-06-20 21:34:11,651 - yago11k_both_0.001 - [INFO] - [Epoch 152]: Training Loss: 0.0011382, Valid MRR: 0.32372,
2023-06-20 21:34:12,288 - yago11k_both_0.001 - [INFO] - [E:153| 0]: Train Loss:0.0011187, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:35:15,301 - yago11k_both_0.001 - [INFO] - [E:153| 100]: Train Loss:0.0011343, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:36:18,340 - yago11k_both_0.001 - [INFO] - [E:153| 200]: Train Loss:0.0011387, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:37:21,347 - yago11k_both_0.001 - [INFO] - [E:153| 300]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:38:24,376 - yago11k_both_0.001 - [INFO] - [E:153| 400]: Train Loss:0.0011372, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:39:27,409 - yago11k_both_0.001 - [INFO] - [E:153| 500]: Train Loss:0.0011375, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:40:30,007 - yago11k_both_0.001 - [INFO] - [E:153| 600]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:40:30,007 - yago11k_both_0.001 - [INFO] - [Epoch:153]: Training Loss:0.001138
2023-06-20 21:40:30,222 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 21:40:42,267 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 21:40:54,157 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 153 valid]:
MRR: Tail : 0.40963, Head : 0.23137, Avg : 0.3205
2023-06-20 21:40:54,157 - yago11k_both_0.001 - [INFO] - [Epoch 153]: Training Loss: 0.0011377, Valid MRR: 0.32372,
2023-06-20 21:40:54,793 - yago11k_both_0.001 - [INFO] - [E:154| 0]: Train Loss:0.0011226, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:41:57,825 - yago11k_both_0.001 - [INFO] - [E:154| 100]: Train Loss:0.0011354, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:43:00,867 - yago11k_both_0.001 - [INFO] - [E:154| 200]: Train Loss:0.0011364, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:44:03,902 - yago11k_both_0.001 - [INFO] - [E:154| 300]: Train Loss:0.0011366, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:45:06,950 - yago11k_both_0.001 - [INFO] - [E:154| 400]: Train Loss:0.0011372, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:46:09,999 - yago11k_both_0.001 - [INFO] - [E:154| 500]: Train Loss:0.001137, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:47:12,586 - yago11k_both_0.001 - [INFO] - [E:154| 600]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:47:12,586 - yago11k_both_0.001 - [INFO] - [Epoch:154]: Training Loss:0.001138
2023-06-20 21:47:12,802 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 21:47:24,843 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 21:47:36,730 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 154 valid]:
MRR: Tail : 0.40977, Head : 0.23144, Avg : 0.32061
2023-06-20 21:47:36,730 - yago11k_both_0.001 - [INFO] - [Epoch 154]: Training Loss: 0.0011377, Valid MRR: 0.32372,
2023-06-20 21:47:37,366 - yago11k_both_0.001 - [INFO] - [E:155| 0]: Train Loss:0.0011441, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:48:40,390 - yago11k_both_0.001 - [INFO] - [E:155| 100]: Train Loss:0.001135, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:49:43,398 - yago11k_both_0.001 - [INFO] - [E:155| 200]: Train Loss:0.0011364, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:50:46,405 - yago11k_both_0.001 - [INFO] - [E:155| 300]: Train Loss:0.0011366, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:51:49,418 - yago11k_both_0.001 - [INFO] - [E:155| 400]: Train Loss:0.0011376, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:52:52,468 - yago11k_both_0.001 - [INFO] - [E:155| 500]: Train Loss:0.0011374, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:53:55,083 - yago11k_both_0.001 - [INFO] - [E:155| 600]: Train Loss:0.0011379, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:53:55,083 - yago11k_both_0.001 - [INFO] - [Epoch:155]: Training Loss:0.001138
2023-06-20 21:53:55,298 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 21:54:07,342 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 21:54:19,226 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 155 valid]:
MRR: Tail : 0.41053, Head : 0.22805, Avg : 0.31929
2023-06-20 21:54:19,226 - yago11k_both_0.001 - [INFO] - [Epoch 155]: Training Loss: 0.0011379, Valid MRR: 0.32372,
2023-06-20 21:54:19,863 - yago11k_both_0.001 - [INFO] - [E:156| 0]: Train Loss:0.0011315, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:55:22,889 - yago11k_both_0.001 - [INFO] - [E:156| 100]: Train Loss:0.0011377, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:56:25,919 - yago11k_both_0.001 - [INFO] - [E:156| 200]: Train Loss:0.0011369, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:57:28,957 - yago11k_both_0.001 - [INFO] - [E:156| 300]: Train Loss:0.0011369, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:58:31,977 - yago11k_both_0.001 - [INFO] - [E:156| 400]: Train Loss:0.0011364, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 21:59:35,014 - yago11k_both_0.001 - [INFO] - [E:156| 500]: Train Loss:0.0011366, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 22:00:37,772 - yago11k_both_0.001 - [INFO] - [E:156| 600]: Train Loss:0.0011367, Val MRR:0.32372, yago11k_both_0.001
2023-06-20 22:00:37,773 - yago11k_both_0.001 - [INFO] - [Epoch:156]: Training Loss:0.001137
2023-06-20 22:00:37,988 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 22:00:50,044 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 22:01:01,948 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 156 valid]:
MRR: Tail : 0.4192, Head : 0.23226, Avg : 0.32573
2023-06-20 22:01:02,907 - yago11k_both_0.001 - [INFO] - [Epoch 156]: Training Loss: 0.0011367, Valid MRR: 0.32573,
2023-06-20 22:01:03,559 - yago11k_both_0.001 - [INFO] - [E:157| 0]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:02:06,738 - yago11k_both_0.001 - [INFO] - [E:157| 100]: Train Loss:0.0011373, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:03:09,924 - yago11k_both_0.001 - [INFO] - [E:157| 200]: Train Loss:0.001137, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:04:13,111 - yago11k_both_0.001 - [INFO] - [E:157| 300]: Train Loss:0.0011367, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:05:16,315 - yago11k_both_0.001 - [INFO] - [E:157| 400]: Train Loss:0.0011366, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:06:19,494 - yago11k_both_0.001 - [INFO] - [E:157| 500]: Train Loss:0.0011369, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:07:22,254 - yago11k_both_0.001 - [INFO] - [E:157| 600]: Train Loss:0.0011366, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:07:22,254 - yago11k_both_0.001 - [INFO] - [Epoch:157]: Training Loss:0.001137
2023-06-20 22:07:22,470 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 22:07:34,525 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 22:07:46,427 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 157 valid]:
MRR: Tail : 0.41196, Head : 0.23031, Avg : 0.32114
2023-06-20 22:07:46,427 - yago11k_both_0.001 - [INFO] - [Epoch 157]: Training Loss: 0.0011366, Valid MRR: 0.32573,
2023-06-20 22:07:47,065 - yago11k_both_0.001 - [INFO] - [E:158| 0]: Train Loss:0.0011215, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:08:50,262 - yago11k_both_0.001 - [INFO] - [E:158| 100]: Train Loss:0.001134, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:09:53,467 - yago11k_both_0.001 - [INFO] - [E:158| 200]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:10:56,663 - yago11k_both_0.001 - [INFO] - [E:158| 300]: Train Loss:0.0011354, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:11:59,868 - yago11k_both_0.001 - [INFO] - [E:158| 400]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:13:03,073 - yago11k_both_0.001 - [INFO] - [E:158| 500]: Train Loss:0.0011356, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:14:05,844 - yago11k_both_0.001 - [INFO] - [E:158| 600]: Train Loss:0.0011362, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:14:05,845 - yago11k_both_0.001 - [INFO] - [Epoch:158]: Training Loss:0.001136
2023-06-20 22:14:06,060 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 22:14:18,262 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 22:14:30,166 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 158 valid]:
MRR: Tail : 0.41615, Head : 0.22736, Avg : 0.32175
2023-06-20 22:14:30,167 - yago11k_both_0.001 - [INFO] - [Epoch 158]: Training Loss: 0.0011362, Valid MRR: 0.32573,
2023-06-20 22:14:30,804 - yago11k_both_0.001 - [INFO] - [E:159| 0]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:15:34,020 - yago11k_both_0.001 - [INFO] - [E:159| 100]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:16:37,199 - yago11k_both_0.001 - [INFO] - [E:159| 200]: Train Loss:0.001136, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:17:40,393 - yago11k_both_0.001 - [INFO] - [E:159| 300]: Train Loss:0.0011371, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:18:43,589 - yago11k_both_0.001 - [INFO] - [E:159| 400]: Train Loss:0.0011373, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:19:46,772 - yago11k_both_0.001 - [INFO] - [E:159| 500]: Train Loss:0.0011366, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:20:49,540 - yago11k_both_0.001 - [INFO] - [E:159| 600]: Train Loss:0.0011369, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:20:49,540 - yago11k_both_0.001 - [INFO] - [Epoch:159]: Training Loss:0.001137
2023-06-20 22:20:49,756 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 22:21:01,805 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 22:21:13,714 - yago11k_both_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
2023-06-20 22:21:13,714 - yago11k_both_0.001 - [INFO] - [Epoch 159]: Training Loss: 0.0011369, Valid MRR: 0.32573,
2023-06-20 22:21:14,354 - yago11k_both_0.001 - [INFO] - [E:160| 0]: Train Loss:0.0011547, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:22:17,527 - yago11k_both_0.001 - [INFO] - [E:160| 100]: Train Loss:0.0011365, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:23:20,704 - yago11k_both_0.001 - [INFO] - [E:160| 200]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:24:23,880 - yago11k_both_0.001 - [INFO] - [E:160| 300]: Train Loss:0.0011353, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:25:27,083 - yago11k_both_0.001 - [INFO] - [E:160| 400]: Train Loss:0.0011358, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:26:30,292 - yago11k_both_0.001 - [INFO] - [E:160| 500]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:27:33,061 - yago11k_both_0.001 - [INFO] - [E:160| 600]: Train Loss:0.0011367, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:27:33,061 - yago11k_both_0.001 - [INFO] - [Epoch:160]: Training Loss:0.001137
2023-06-20 22:27:33,276 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 22:27:45,338 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 22:27:57,249 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 160 valid]:
MRR: Tail : 0.40915, Head : 0.22868, Avg : 0.31891
2023-06-20 22:27:57,249 - yago11k_both_0.001 - [INFO] - [Epoch 160]: Training Loss: 0.0011367, Valid MRR: 0.32573,
2023-06-20 22:27:57,889 - yago11k_both_0.001 - [INFO] - [E:161| 0]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:29:01,098 - yago11k_both_0.001 - [INFO] - [E:161| 100]: Train Loss:0.0011367, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:30:04,303 - yago11k_both_0.001 - [INFO] - [E:161| 200]: Train Loss:0.0011357, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:31:07,517 - yago11k_both_0.001 - [INFO] - [E:161| 300]: Train Loss:0.0011368, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:32:10,724 - yago11k_both_0.001 - [INFO] - [E:161| 400]: Train Loss:0.0011369, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:33:13,908 - yago11k_both_0.001 - [INFO] - [E:161| 500]: Train Loss:0.0011369, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:34:16,691 - yago11k_both_0.001 - [INFO] - [E:161| 600]: Train Loss:0.0011363, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:34:16,691 - yago11k_both_0.001 - [INFO] - [Epoch:161]: Training Loss:0.001136
2023-06-20 22:34:16,906 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 22:34:28,968 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 22:34:40,882 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 161 valid]:
MRR: Tail : 0.41033, Head : 0.23278, Avg : 0.32156
2023-06-20 22:34:40,882 - yago11k_both_0.001 - [INFO] - [Epoch 161]: Training Loss: 0.0011363, Valid MRR: 0.32573,
2023-06-20 22:34:41,520 - yago11k_both_0.001 - [INFO] - [E:162| 0]: Train Loss:0.001124, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:35:44,717 - yago11k_both_0.001 - [INFO] - [E:162| 100]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:36:47,924 - yago11k_both_0.001 - [INFO] - [E:162| 200]: Train Loss:0.0011343, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:37:51,128 - yago11k_both_0.001 - [INFO] - [E:162| 300]: Train Loss:0.0011351, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:38:54,341 - yago11k_both_0.001 - [INFO] - [E:162| 400]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:39:57,570 - yago11k_both_0.001 - [INFO] - [E:162| 500]: Train Loss:0.0011357, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:41:00,365 - yago11k_both_0.001 - [INFO] - [E:162| 600]: Train Loss:0.001136, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:41:00,365 - yago11k_both_0.001 - [INFO] - [Epoch:162]: Training Loss:0.001136
2023-06-20 22:41:00,579 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 22:41:12,633 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 22:41:24,544 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 162 valid]:
MRR: Tail : 0.41639, Head : 0.23128, Avg : 0.32383
2023-06-20 22:41:24,544 - yago11k_both_0.001 - [INFO] - [Epoch 162]: Training Loss: 0.001136, Valid MRR: 0.32573,
2023-06-20 22:41:25,182 - yago11k_both_0.001 - [INFO] - [E:163| 0]: Train Loss:0.0011572, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:42:28,368 - yago11k_both_0.001 - [INFO] - [E:163| 100]: Train Loss:0.001133, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:43:31,552 - yago11k_both_0.001 - [INFO] - [E:163| 200]: Train Loss:0.0011348, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:44:34,730 - yago11k_both_0.001 - [INFO] - [E:163| 300]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:45:37,917 - yago11k_both_0.001 - [INFO] - [E:163| 400]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:46:41,104 - yago11k_both_0.001 - [INFO] - [E:163| 500]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:47:43,868 - yago11k_both_0.001 - [INFO] - [E:163| 600]: Train Loss:0.0011359, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:47:43,868 - yago11k_both_0.001 - [INFO] - [Epoch:163]: Training Loss:0.001136
2023-06-20 22:47:44,082 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 22:47:56,141 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 22:48:08,057 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 163 valid]:
MRR: Tail : 0.41193, Head : 0.2332, Avg : 0.32256
2023-06-20 22:48:08,058 - yago11k_both_0.001 - [INFO] - [Epoch 163]: Training Loss: 0.0011359, Valid MRR: 0.32573,
2023-06-20 22:48:08,703 - yago11k_both_0.001 - [INFO] - [E:164| 0]: Train Loss:0.0011473, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:49:11,898 - yago11k_both_0.001 - [INFO] - [E:164| 100]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:50:14,999 - yago11k_both_0.001 - [INFO] - [E:164| 200]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:51:18,045 - yago11k_both_0.001 - [INFO] - [E:164| 300]: Train Loss:0.0011353, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:52:21,121 - yago11k_both_0.001 - [INFO] - [E:164| 400]: Train Loss:0.0011357, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:53:24,162 - yago11k_both_0.001 - [INFO] - [E:164| 500]: Train Loss:0.0011349, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:54:26,777 - yago11k_both_0.001 - [INFO] - [E:164| 600]: Train Loss:0.0011351, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:54:26,778 - yago11k_both_0.001 - [INFO] - [Epoch:164]: Training Loss:0.001135
2023-06-20 22:54:26,992 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 22:54:39,044 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 22:54:50,945 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 164 valid]:
MRR: Tail : 0.41065, Head : 0.23114, Avg : 0.3209
2023-06-20 22:54:50,945 - yago11k_both_0.001 - [INFO] - [Epoch 164]: Training Loss: 0.0011351, Valid MRR: 0.32573,
2023-06-20 22:54:51,583 - yago11k_both_0.001 - [INFO] - [E:165| 0]: Train Loss:0.0011209, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:55:54,714 - yago11k_both_0.001 - [INFO] - [E:165| 100]: Train Loss:0.0011375, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:56:57,837 - yago11k_both_0.001 - [INFO] - [E:165| 200]: Train Loss:0.0011372, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:58:00,964 - yago11k_both_0.001 - [INFO] - [E:165| 300]: Train Loss:0.0011374, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 22:59:04,069 - yago11k_both_0.001 - [INFO] - [E:165| 400]: Train Loss:0.0011361, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:00:07,190 - yago11k_both_0.001 - [INFO] - [E:165| 500]: Train Loss:0.001136, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:01:09,987 - yago11k_both_0.001 - [INFO] - [E:165| 600]: Train Loss:0.0011364, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:01:09,987 - yago11k_both_0.001 - [INFO] - [Epoch:165]: Training Loss:0.001136
2023-06-20 23:01:10,202 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 23:01:22,254 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 23:01:34,151 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 165 valid]:
MRR: Tail : 0.40559, Head : 0.22948, Avg : 0.31753
2023-06-20 23:01:34,151 - yago11k_both_0.001 - [INFO] - [Epoch 165]: Training Loss: 0.0011364, Valid MRR: 0.32573,
2023-06-20 23:01:34,791 - yago11k_both_0.001 - [INFO] - [E:166| 0]: Train Loss:0.0011359, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:02:37,942 - yago11k_both_0.001 - [INFO] - [E:166| 100]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:03:41,072 - yago11k_both_0.001 - [INFO] - [E:166| 200]: Train Loss:0.0011356, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:04:44,181 - yago11k_both_0.001 - [INFO] - [E:166| 300]: Train Loss:0.0011349, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:05:47,302 - yago11k_both_0.001 - [INFO] - [E:166| 400]: Train Loss:0.0011351, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:06:50,395 - yago11k_both_0.001 - [INFO] - [E:166| 500]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:07:53,091 - yago11k_both_0.001 - [INFO] - [E:166| 600]: Train Loss:0.0011353, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:07:53,092 - yago11k_both_0.001 - [INFO] - [Epoch:166]: Training Loss:0.001135
2023-06-20 23:07:53,306 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 23:08:05,357 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 23:08:17,259 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 166 valid]:
MRR: Tail : 0.40645, Head : 0.23166, Avg : 0.31905
2023-06-20 23:08:17,259 - yago11k_both_0.001 - [INFO] - [Epoch 166]: Training Loss: 0.0011353, Valid MRR: 0.32573,
2023-06-20 23:08:17,894 - yago11k_both_0.001 - [INFO] - [E:167| 0]: Train Loss:0.0011156, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:09:21,012 - yago11k_both_0.001 - [INFO] - [E:167| 100]: Train Loss:0.0011349, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:10:24,118 - yago11k_both_0.001 - [INFO] - [E:167| 200]: Train Loss:0.001136, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:11:27,215 - yago11k_both_0.001 - [INFO] - [E:167| 300]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:12:30,336 - yago11k_both_0.001 - [INFO] - [E:167| 400]: Train Loss:0.0011354, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:13:33,451 - yago11k_both_0.001 - [INFO] - [E:167| 500]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:14:36,131 - yago11k_both_0.001 - [INFO] - [E:167| 600]: Train Loss:0.0011354, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:14:36,131 - yago11k_both_0.001 - [INFO] - [Epoch:167]: Training Loss:0.001135
2023-06-20 23:14:36,346 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 23:14:48,394 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 23:15:00,300 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 167 valid]:
MRR: Tail : 0.40935, Head : 0.22912, Avg : 0.31924
2023-06-20 23:15:00,300 - yago11k_both_0.001 - [INFO] - [Epoch 167]: Training Loss: 0.0011354, Valid MRR: 0.32573,
2023-06-20 23:15:00,937 - yago11k_both_0.001 - [INFO] - [E:168| 0]: Train Loss:0.0011204, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:16:04,069 - yago11k_both_0.001 - [INFO] - [E:168| 100]: Train Loss:0.0011344, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:17:07,162 - yago11k_both_0.001 - [INFO] - [E:168| 200]: Train Loss:0.0011346, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:18:10,236 - yago11k_both_0.001 - [INFO] - [E:168| 300]: Train Loss:0.001135, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:19:13,350 - yago11k_both_0.001 - [INFO] - [E:168| 400]: Train Loss:0.0011353, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:20:16,430 - yago11k_both_0.001 - [INFO] - [E:168| 500]: Train Loss:0.0011355, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:21:19,102 - yago11k_both_0.001 - [INFO] - [E:168| 600]: Train Loss:0.0011347, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:21:19,102 - yago11k_both_0.001 - [INFO] - [Epoch:168]: Training Loss:0.001135
2023-06-20 23:21:19,318 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 23:21:31,369 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 23:21:43,265 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 168 valid]:
MRR: Tail : 0.41195, Head : 0.23093, Avg : 0.32144
2023-06-20 23:21:43,265 - yago11k_both_0.001 - [INFO] - [Epoch 168]: Training Loss: 0.0011347, Valid MRR: 0.32573,
2023-06-20 23:21:43,905 - yago11k_both_0.001 - [INFO] - [E:169| 0]: Train Loss:0.0011153, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:22:47,009 - yago11k_both_0.001 - [INFO] - [E:169| 100]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:23:50,103 - yago11k_both_0.001 - [INFO] - [E:169| 200]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:24:53,226 - yago11k_both_0.001 - [INFO] - [E:169| 300]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:25:56,333 - yago11k_both_0.001 - [INFO] - [E:169| 400]: Train Loss:0.0011344, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:26:59,457 - yago11k_both_0.001 - [INFO] - [E:169| 500]: Train Loss:0.0011348, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:28:02,153 - yago11k_both_0.001 - [INFO] - [E:169| 600]: Train Loss:0.0011346, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:28:02,153 - yago11k_both_0.001 - [INFO] - [Epoch:169]: Training Loss:0.001135
2023-06-20 23:28:02,367 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 23:28:14,423 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 23:28:26,339 - yago11k_both_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
2023-06-20 23:28:26,339 - yago11k_both_0.001 - [INFO] - [Epoch 169]: Training Loss: 0.0011346, Valid MRR: 0.32573,
2023-06-20 23:28:26,976 - yago11k_both_0.001 - [INFO] - [E:170| 0]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:29:30,074 - yago11k_both_0.001 - [INFO] - [E:170| 100]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:30:33,173 - yago11k_both_0.001 - [INFO] - [E:170| 200]: Train Loss:0.0011336, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:31:36,272 - yago11k_both_0.001 - [INFO] - [E:170| 300]: Train Loss:0.0011337, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:32:39,373 - yago11k_both_0.001 - [INFO] - [E:170| 400]: Train Loss:0.0011339, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:33:42,451 - yago11k_both_0.001 - [INFO] - [E:170| 500]: Train Loss:0.001134, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:34:45,122 - yago11k_both_0.001 - [INFO] - [E:170| 600]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:34:45,123 - yago11k_both_0.001 - [INFO] - [Epoch:170]: Training Loss:0.001135
2023-06-20 23:34:45,337 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 23:34:57,384 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 23:35:09,302 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 170 valid]:
MRR: Tail : 0.41075, Head : 0.23084, Avg : 0.3208
2023-06-20 23:35:09,302 - yago11k_both_0.001 - [INFO] - [Epoch 170]: Training Loss: 0.0011345, Valid MRR: 0.32573,
2023-06-20 23:35:09,950 - yago11k_both_0.001 - [INFO] - [E:171| 0]: Train Loss:0.0011537, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:36:13,075 - yago11k_both_0.001 - [INFO] - [E:171| 100]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:37:16,180 - yago11k_both_0.001 - [INFO] - [E:171| 200]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:38:19,290 - yago11k_both_0.001 - [INFO] - [E:171| 300]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:39:22,405 - yago11k_both_0.001 - [INFO] - [E:171| 400]: Train Loss:0.0011339, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:40:25,527 - yago11k_both_0.001 - [INFO] - [E:171| 500]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:41:28,221 - yago11k_both_0.001 - [INFO] - [E:171| 600]: Train Loss:0.0011347, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:41:28,222 - yago11k_both_0.001 - [INFO] - [Epoch:171]: Training Loss:0.001135
2023-06-20 23:41:28,438 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 23:41:40,485 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 23:41:52,386 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 171 valid]:
MRR: Tail : 0.40677, Head : 0.22985, Avg : 0.31831
2023-06-20 23:41:52,386 - yago11k_both_0.001 - [INFO] - [Epoch 171]: Training Loss: 0.0011347, Valid MRR: 0.32573,
2023-06-20 23:41:53,022 - yago11k_both_0.001 - [INFO] - [E:172| 0]: Train Loss:0.0011151, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:42:56,090 - yago11k_both_0.001 - [INFO] - [E:172| 100]: Train Loss:0.0011318, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:43:59,128 - yago11k_both_0.001 - [INFO] - [E:172| 200]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:45:02,180 - yago11k_both_0.001 - [INFO] - [E:172| 300]: Train Loss:0.001132, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:46:05,208 - yago11k_both_0.001 - [INFO] - [E:172| 400]: Train Loss:0.0011324, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:47:08,257 - yago11k_both_0.001 - [INFO] - [E:172| 500]: Train Loss:0.0011332, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:48:10,915 - yago11k_both_0.001 - [INFO] - [E:172| 600]: Train Loss:0.0011339, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:48:10,915 - yago11k_both_0.001 - [INFO] - [Epoch:172]: Training Loss:0.001134
2023-06-20 23:48:11,136 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 23:48:23,185 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 23:48:35,087 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 172 valid]:
MRR: Tail : 0.41137, Head : 0.22897, Avg : 0.32017
2023-06-20 23:48:35,087 - yago11k_both_0.001 - [INFO] - [Epoch 172]: Training Loss: 0.0011339, Valid MRR: 0.32573,
2023-06-20 23:48:35,723 - yago11k_both_0.001 - [INFO] - [E:173| 0]: Train Loss:0.0011497, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:49:38,756 - yago11k_both_0.001 - [INFO] - [E:173| 100]: Train Loss:0.0011341, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:50:41,803 - yago11k_both_0.001 - [INFO] - [E:173| 200]: Train Loss:0.0011342, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:51:44,927 - yago11k_both_0.001 - [INFO] - [E:173| 300]: Train Loss:0.0011342, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:52:48,054 - yago11k_both_0.001 - [INFO] - [E:173| 400]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:53:51,219 - yago11k_both_0.001 - [INFO] - [E:173| 500]: Train Loss:0.0011342, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:54:53,925 - yago11k_both_0.001 - [INFO] - [E:173| 600]: Train Loss:0.0011339, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:54:53,926 - yago11k_both_0.001 - [INFO] - [Epoch:173]: Training Loss:0.001134
2023-06-20 23:54:54,140 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-20 23:55:06,195 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-20 23:55:18,105 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 173 valid]:
MRR: Tail : 0.41158, Head : 0.23133, Avg : 0.32146
2023-06-20 23:55:18,106 - yago11k_both_0.001 - [INFO] - [Epoch 173]: Training Loss: 0.0011339, Valid MRR: 0.32573,
2023-06-20 23:55:18,747 - yago11k_both_0.001 - [INFO] - [E:174| 0]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:56:21,846 - yago11k_both_0.001 - [INFO] - [E:174| 100]: Train Loss:0.0011345, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:57:24,956 - yago11k_both_0.001 - [INFO] - [E:174| 200]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:58:28,066 - yago11k_both_0.001 - [INFO] - [E:174| 300]: Train Loss:0.0011334, Val MRR:0.32573, yago11k_both_0.001
2023-06-20 23:59:31,188 - yago11k_both_0.001 - [INFO] - [E:174| 400]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:00:34,295 - yago11k_both_0.001 - [INFO] - [E:174| 500]: Train Loss:0.0011337, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:01:36,968 - yago11k_both_0.001 - [INFO] - [E:174| 600]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:01:36,969 - yago11k_both_0.001 - [INFO] - [Epoch:174]: Training Loss:0.001134
2023-06-21 00:01:37,184 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 00:01:49,240 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 00:02:01,145 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 174 valid]:
MRR: Tail : 0.40708, Head : 0.22899, Avg : 0.31803
2023-06-21 00:02:01,146 - yago11k_both_0.001 - [INFO] - [Epoch 174]: Training Loss: 0.0011338, Valid MRR: 0.32573,
2023-06-21 00:02:01,787 - yago11k_both_0.001 - [INFO] - [E:175| 0]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:03:04,879 - yago11k_both_0.001 - [INFO] - [E:175| 100]: Train Loss:0.0011322, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:04:07,982 - yago11k_both_0.001 - [INFO] - [E:175| 200]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:05:11,087 - yago11k_both_0.001 - [INFO] - [E:175| 300]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:06:14,193 - yago11k_both_0.001 - [INFO] - [E:175| 400]: Train Loss:0.0011337, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:07:17,269 - yago11k_both_0.001 - [INFO] - [E:175| 500]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:08:19,931 - yago11k_both_0.001 - [INFO] - [E:175| 600]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:08:19,931 - yago11k_both_0.001 - [INFO] - [Epoch:175]: Training Loss:0.001134
2023-06-21 00:08:20,146 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 00:08:32,194 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 00:08:44,091 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 175 valid]:
MRR: Tail : 0.41507, Head : 0.22969, Avg : 0.32238
2023-06-21 00:08:44,091 - yago11k_both_0.001 - [INFO] - [Epoch 175]: Training Loss: 0.0011338, Valid MRR: 0.32573,
2023-06-21 00:08:44,726 - yago11k_both_0.001 - [INFO] - [E:176| 0]: Train Loss:0.0011271, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:09:47,813 - yago11k_both_0.001 - [INFO] - [E:176| 100]: Train Loss:0.0011351, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:10:50,910 - yago11k_both_0.001 - [INFO] - [E:176| 200]: Train Loss:0.0011332, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:11:54,022 - yago11k_both_0.001 - [INFO] - [E:176| 300]: Train Loss:0.0011337, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:12:57,136 - yago11k_both_0.001 - [INFO] - [E:176| 400]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:14:00,222 - yago11k_both_0.001 - [INFO] - [E:176| 500]: Train Loss:0.0011333, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:15:02,871 - yago11k_both_0.001 - [INFO] - [E:176| 600]: Train Loss:0.0011336, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:15:02,872 - yago11k_both_0.001 - [INFO] - [Epoch:176]: Training Loss:0.001134
2023-06-21 00:15:03,086 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 00:15:15,137 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 00:15:27,034 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 176 valid]:
MRR: Tail : 0.40966, Head : 0.23007, Avg : 0.31987
2023-06-21 00:15:27,035 - yago11k_both_0.001 - [INFO] - [Epoch 176]: Training Loss: 0.0011336, Valid MRR: 0.32573,
2023-06-21 00:15:27,672 - yago11k_both_0.001 - [INFO] - [E:177| 0]: Train Loss:0.0011657, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:16:30,789 - yago11k_both_0.001 - [INFO] - [E:177| 100]: Train Loss:0.001132, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:17:33,881 - yago11k_both_0.001 - [INFO] - [E:177| 200]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:18:36,956 - yago11k_both_0.001 - [INFO] - [E:177| 300]: Train Loss:0.0011331, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:19:40,048 - yago11k_both_0.001 - [INFO] - [E:177| 400]: Train Loss:0.0011333, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:20:43,163 - yago11k_both_0.001 - [INFO] - [E:177| 500]: Train Loss:0.0011331, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:21:45,823 - yago11k_both_0.001 - [INFO] - [E:177| 600]: Train Loss:0.0011335, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:21:45,824 - yago11k_both_0.001 - [INFO] - [Epoch:177]: Training Loss:0.001134
2023-06-21 00:21:46,039 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 00:21:58,092 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 00:22:09,997 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 177 valid]:
MRR: Tail : 0.41404, Head : 0.23083, Avg : 0.32243
2023-06-21 00:22:09,997 - yago11k_both_0.001 - [INFO] - [Epoch 177]: Training Loss: 0.0011335, Valid MRR: 0.32573,
2023-06-21 00:22:10,640 - yago11k_both_0.001 - [INFO] - [E:178| 0]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:23:13,709 - yago11k_both_0.001 - [INFO] - [E:178| 100]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:24:16,827 - yago11k_both_0.001 - [INFO] - [E:178| 200]: Train Loss:0.001132, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:25:19,921 - yago11k_both_0.001 - [INFO] - [E:178| 300]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:26:23,012 - yago11k_both_0.001 - [INFO] - [E:178| 400]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:27:26,090 - yago11k_both_0.001 - [INFO] - [E:178| 500]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:28:28,775 - yago11k_both_0.001 - [INFO] - [E:178| 600]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:28:28,775 - yago11k_both_0.001 - [INFO] - [Epoch:178]: Training Loss:0.001133
2023-06-21 00:28:28,989 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 00:28:41,037 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 00:28:52,935 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 178 valid]:
MRR: Tail : 0.40863, Head : 0.23027, Avg : 0.31945
2023-06-21 00:28:52,935 - yago11k_both_0.001 - [INFO] - [Epoch 178]: Training Loss: 0.0011329, Valid MRR: 0.32573,
2023-06-21 00:28:53,573 - yago11k_both_0.001 - [INFO] - [E:179| 0]: Train Loss:0.0011494, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:29:56,664 - yago11k_both_0.001 - [INFO] - [E:179| 100]: Train Loss:0.0011324, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:30:59,780 - yago11k_both_0.001 - [INFO] - [E:179| 200]: Train Loss:0.0011309, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:32:02,873 - yago11k_both_0.001 - [INFO] - [E:179| 300]: Train Loss:0.0011321, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:33:06,004 - yago11k_both_0.001 - [INFO] - [E:179| 400]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:34:09,086 - yago11k_both_0.001 - [INFO] - [E:179| 500]: Train Loss:0.001133, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:35:11,785 - yago11k_both_0.001 - [INFO] - [E:179| 600]: Train Loss:0.0011336, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:35:11,785 - yago11k_both_0.001 - [INFO] - [Epoch:179]: Training Loss:0.001134
2023-06-21 00:35:11,999 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 00:35:24,041 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 00:35:35,934 - yago11k_both_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
2023-06-21 00:35:35,935 - yago11k_both_0.001 - [INFO] - [Epoch 179]: Training Loss: 0.0011336, Valid MRR: 0.32573,
2023-06-21 00:35:36,573 - yago11k_both_0.001 - [INFO] - [E:180| 0]: Train Loss:0.0011237, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:36:39,640 - yago11k_both_0.001 - [INFO] - [E:180| 100]: Train Loss:0.0011316, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:37:42,730 - yago11k_both_0.001 - [INFO] - [E:180| 200]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:38:45,870 - yago11k_both_0.001 - [INFO] - [E:180| 300]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:39:48,987 - yago11k_both_0.001 - [INFO] - [E:180| 400]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:40:52,080 - yago11k_both_0.001 - [INFO] - [E:180| 500]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:41:54,726 - yago11k_both_0.001 - [INFO] - [E:180| 600]: Train Loss:0.0011328, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:41:54,726 - yago11k_both_0.001 - [INFO] - [Epoch:180]: Training Loss:0.001133
2023-06-21 00:41:54,941 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 00:42:06,993 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 00:42:18,911 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 180 valid]:
MRR: Tail : 0.4129, Head : 0.23332, Avg : 0.32311
2023-06-21 00:42:18,911 - yago11k_both_0.001 - [INFO] - [Epoch 180]: Training Loss: 0.0011328, Valid MRR: 0.32573,
2023-06-21 00:42:19,549 - yago11k_both_0.001 - [INFO] - [E:181| 0]: Train Loss:0.0011131, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:43:22,621 - yago11k_both_0.001 - [INFO] - [E:181| 100]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:44:25,652 - yago11k_both_0.001 - [INFO] - [E:181| 200]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:45:28,728 - yago11k_both_0.001 - [INFO] - [E:181| 300]: Train Loss:0.001132, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:46:31,797 - yago11k_both_0.001 - [INFO] - [E:181| 400]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:47:34,881 - yago11k_both_0.001 - [INFO] - [E:181| 500]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:48:37,546 - yago11k_both_0.001 - [INFO] - [E:181| 600]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:48:37,546 - yago11k_both_0.001 - [INFO] - [Epoch:181]: Training Loss:0.001133
2023-06-21 00:48:37,760 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 00:48:49,792 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 00:49:01,683 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 181 valid]:
MRR: Tail : 0.41342, Head : 0.23374, Avg : 0.32358
2023-06-21 00:49:01,683 - yago11k_both_0.001 - [INFO] - [Epoch 181]: Training Loss: 0.0011327, Valid MRR: 0.32573,
2023-06-21 00:49:02,317 - yago11k_both_0.001 - [INFO] - [E:182| 0]: Train Loss:0.0011365, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:50:05,338 - yago11k_both_0.001 - [INFO] - [E:182| 100]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:51:08,348 - yago11k_both_0.001 - [INFO] - [E:182| 200]: Train Loss:0.0011325, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:52:11,373 - yago11k_both_0.001 - [INFO] - [E:182| 300]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:53:14,382 - yago11k_both_0.001 - [INFO] - [E:182| 400]: Train Loss:0.0011324, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:54:17,398 - yago11k_both_0.001 - [INFO] - [E:182| 500]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:55:19,986 - yago11k_both_0.001 - [INFO] - [E:182| 600]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:55:19,986 - yago11k_both_0.001 - [INFO] - [Epoch:182]: Training Loss:0.001133
2023-06-21 00:55:20,201 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 00:55:32,244 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 00:55:44,137 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 182 valid]:
MRR: Tail : 0.41324, Head : 0.23136, Avg : 0.3223
2023-06-21 00:55:44,137 - yago11k_both_0.001 - [INFO] - [Epoch 182]: Training Loss: 0.0011329, Valid MRR: 0.32573,
2023-06-21 00:55:44,773 - yago11k_both_0.001 - [INFO] - [E:183| 0]: Train Loss:0.0011352, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:56:47,778 - yago11k_both_0.001 - [INFO] - [E:183| 100]: Train Loss:0.0011291, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:57:50,781 - yago11k_both_0.001 - [INFO] - [E:183| 200]: Train Loss:0.0011297, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:58:53,812 - yago11k_both_0.001 - [INFO] - [E:183| 300]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 00:59:56,823 - yago11k_both_0.001 - [INFO] - [E:183| 400]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:00:59,821 - yago11k_both_0.001 - [INFO] - [E:183| 500]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:02:02,405 - yago11k_both_0.001 - [INFO] - [E:183| 600]: Train Loss:0.0011326, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:02:02,405 - yago11k_both_0.001 - [INFO] - [Epoch:183]: Training Loss:0.001133
2023-06-21 01:02:02,620 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 01:02:14,649 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 01:02:26,532 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 183 valid]:
MRR: Tail : 0.41275, Head : 0.22803, Avg : 0.32039
2023-06-21 01:02:26,532 - yago11k_both_0.001 - [INFO] - [Epoch 183]: Training Loss: 0.0011326, Valid MRR: 0.32573,
2023-06-21 01:02:27,167 - yago11k_both_0.001 - [INFO] - [E:184| 0]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:03:30,174 - yago11k_both_0.001 - [INFO] - [E:184| 100]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:04:33,190 - yago11k_both_0.001 - [INFO] - [E:184| 200]: Train Loss:0.001132, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:05:36,220 - yago11k_both_0.001 - [INFO] - [E:184| 300]: Train Loss:0.001132, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:06:39,255 - yago11k_both_0.001 - [INFO] - [E:184| 400]: Train Loss:0.0011321, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:07:42,263 - yago11k_both_0.001 - [INFO] - [E:184| 500]: Train Loss:0.0011326, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:08:44,852 - yago11k_both_0.001 - [INFO] - [E:184| 600]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:08:44,852 - yago11k_both_0.001 - [INFO] - [Epoch:184]: Training Loss:0.001133
2023-06-21 01:08:45,067 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 01:08:57,101 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 01:09:08,995 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 184 valid]:
MRR: Tail : 0.41783, Head : 0.23232, Avg : 0.32508
2023-06-21 01:09:08,995 - yago11k_both_0.001 - [INFO] - [Epoch 184]: Training Loss: 0.0011327, Valid MRR: 0.32573,
2023-06-21 01:09:09,633 - yago11k_both_0.001 - [INFO] - [E:185| 0]: Train Loss:0.0011206, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:10:12,643 - yago11k_both_0.001 - [INFO] - [E:185| 100]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:11:15,648 - yago11k_both_0.001 - [INFO] - [E:185| 200]: Train Loss:0.0011318, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:12:18,651 - yago11k_both_0.001 - [INFO] - [E:185| 300]: Train Loss:0.001132, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:13:21,649 - yago11k_both_0.001 - [INFO] - [E:185| 400]: Train Loss:0.0011326, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:14:24,674 - yago11k_both_0.001 - [INFO] - [E:185| 500]: Train Loss:0.0011322, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:15:27,307 - yago11k_both_0.001 - [INFO] - [E:185| 600]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:15:27,307 - yago11k_both_0.001 - [INFO] - [Epoch:185]: Training Loss:0.001132
2023-06-21 01:15:27,522 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 01:15:39,575 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 01:15:51,474 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 185 valid]:
MRR: Tail : 0.41317, Head : 0.2281, Avg : 0.32063
2023-06-21 01:15:51,474 - yago11k_both_0.001 - [INFO] - [Epoch 185]: Training Loss: 0.0011323, Valid MRR: 0.32573,
2023-06-21 01:15:52,111 - yago11k_both_0.001 - [INFO] - [E:186| 0]: Train Loss:0.001124, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:16:55,252 - yago11k_both_0.001 - [INFO] - [E:186| 100]: Train Loss:0.0011343, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:17:58,402 - yago11k_both_0.001 - [INFO] - [E:186| 200]: Train Loss:0.001133, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:19:01,539 - yago11k_both_0.001 - [INFO] - [E:186| 300]: Train Loss:0.0011325, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:20:04,708 - yago11k_both_0.001 - [INFO] - [E:186| 400]: Train Loss:0.0011327, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:21:07,858 - yago11k_both_0.001 - [INFO] - [E:186| 500]: Train Loss:0.0011331, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:22:10,596 - yago11k_both_0.001 - [INFO] - [E:186| 600]: Train Loss:0.0011325, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:22:10,596 - yago11k_both_0.001 - [INFO] - [Epoch:186]: Training Loss:0.001133
2023-06-21 01:22:10,810 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 01:22:22,863 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 01:22:34,758 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 186 valid]:
MRR: Tail : 0.41363, Head : 0.23199, Avg : 0.32281
2023-06-21 01:22:34,759 - yago11k_both_0.001 - [INFO] - [Epoch 186]: Training Loss: 0.0011325, Valid MRR: 0.32573,
2023-06-21 01:22:35,397 - yago11k_both_0.001 - [INFO] - [E:187| 0]: Train Loss:0.001133, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:23:38,539 - yago11k_both_0.001 - [INFO] - [E:187| 100]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:24:41,678 - yago11k_both_0.001 - [INFO] - [E:187| 200]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:25:44,829 - yago11k_both_0.001 - [INFO] - [E:187| 300]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:26:48,003 - yago11k_both_0.001 - [INFO] - [E:187| 400]: Train Loss:0.001131, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:27:51,165 - yago11k_both_0.001 - [INFO] - [E:187| 500]: Train Loss:0.0011311, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:28:53,900 - yago11k_both_0.001 - [INFO] - [E:187| 600]: Train Loss:0.0011318, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:28:53,901 - yago11k_both_0.001 - [INFO] - [Epoch:187]: Training Loss:0.001132
2023-06-21 01:28:54,115 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 01:29:06,168 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 01:29:18,071 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 187 valid]:
MRR: Tail : 0.41332, Head : 0.23038, Avg : 0.32185
2023-06-21 01:29:18,071 - yago11k_both_0.001 - [INFO] - [Epoch 187]: Training Loss: 0.0011318, Valid MRR: 0.32573,
2023-06-21 01:29:18,712 - yago11k_both_0.001 - [INFO] - [E:188| 0]: Train Loss:0.0011338, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:30:21,844 - yago11k_both_0.001 - [INFO] - [E:188| 100]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:31:24,983 - yago11k_both_0.001 - [INFO] - [E:188| 200]: Train Loss:0.0011301, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:32:28,150 - yago11k_both_0.001 - [INFO] - [E:188| 300]: Train Loss:0.0011304, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:33:31,297 - yago11k_both_0.001 - [INFO] - [E:188| 400]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:34:34,459 - yago11k_both_0.001 - [INFO] - [E:188| 500]: Train Loss:0.0011316, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:35:37,174 - yago11k_both_0.001 - [INFO] - [E:188| 600]: Train Loss:0.0011316, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:35:37,174 - yago11k_both_0.001 - [INFO] - [Epoch:188]: Training Loss:0.001132
2023-06-21 01:35:37,388 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 01:35:49,435 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 01:36:01,338 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 188 valid]:
MRR: Tail : 0.41091, Head : 0.22931, Avg : 0.32011
2023-06-21 01:36:01,338 - yago11k_both_0.001 - [INFO] - [Epoch 188]: Training Loss: 0.0011316, Valid MRR: 0.32573,
2023-06-21 01:36:01,978 - yago11k_both_0.001 - [INFO] - [E:189| 0]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:37:05,139 - yago11k_both_0.001 - [INFO] - [E:189| 100]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:38:08,312 - yago11k_both_0.001 - [INFO] - [E:189| 200]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:39:11,446 - yago11k_both_0.001 - [INFO] - [E:189| 300]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:40:14,595 - yago11k_both_0.001 - [INFO] - [E:189| 400]: Train Loss:0.001132, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:41:17,775 - yago11k_both_0.001 - [INFO] - [E:189| 500]: Train Loss:0.001132, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:42:20,521 - yago11k_both_0.001 - [INFO] - [E:189| 600]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:42:20,522 - yago11k_both_0.001 - [INFO] - [Epoch:189]: Training Loss:0.001131
2023-06-21 01:42:20,736 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 01:42:32,793 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 01:42:44,703 - yago11k_both_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
2023-06-21 01:42:44,704 - yago11k_both_0.001 - [INFO] - [Epoch 189]: Training Loss: 0.0011314, Valid MRR: 0.32573,
2023-06-21 01:42:45,343 - yago11k_both_0.001 - [INFO] - [E:190| 0]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:43:48,531 - yago11k_both_0.001 - [INFO] - [E:190| 100]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:44:51,744 - yago11k_both_0.001 - [INFO] - [E:190| 200]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:45:54,941 - yago11k_both_0.001 - [INFO] - [E:190| 300]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:46:58,141 - yago11k_both_0.001 - [INFO] - [E:190| 400]: Train Loss:0.0011317, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:48:01,363 - yago11k_both_0.001 - [INFO] - [E:190| 500]: Train Loss:0.0011316, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:49:04,135 - yago11k_both_0.001 - [INFO] - [E:190| 600]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:49:04,136 - yago11k_both_0.001 - [INFO] - [Epoch:190]: Training Loss:0.001131
2023-06-21 01:49:04,350 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 01:49:16,420 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 01:49:28,324 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 190 valid]:
MRR: Tail : 0.40097, Head : 0.22791, Avg : 0.31444
2023-06-21 01:49:28,324 - yago11k_both_0.001 - [INFO] - [Epoch 190]: Training Loss: 0.0011314, Valid MRR: 0.32573,
2023-06-21 01:49:28,961 - yago11k_both_0.001 - [INFO] - [E:191| 0]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:50:32,172 - yago11k_both_0.001 - [INFO] - [E:191| 100]: Train Loss:0.001131, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:51:35,361 - yago11k_both_0.001 - [INFO] - [E:191| 200]: Train Loss:0.0011296, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:52:38,565 - yago11k_both_0.001 - [INFO] - [E:191| 300]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:53:41,756 - yago11k_both_0.001 - [INFO] - [E:191| 400]: Train Loss:0.001131, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:54:44,949 - yago11k_both_0.001 - [INFO] - [E:191| 500]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:55:47,746 - yago11k_both_0.001 - [INFO] - [E:191| 600]: Train Loss:0.001131, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:55:47,746 - yago11k_both_0.001 - [INFO] - [Epoch:191]: Training Loss:0.001131
2023-06-21 01:55:47,961 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 01:56:00,017 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 01:56:11,929 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 191 valid]:
MRR: Tail : 0.40868, Head : 0.23102, Avg : 0.31985
2023-06-21 01:56:11,929 - yago11k_both_0.001 - [INFO] - [Epoch 191]: Training Loss: 0.001131, Valid MRR: 0.32573,
2023-06-21 01:56:12,569 - yago11k_both_0.001 - [INFO] - [E:192| 0]: Train Loss:0.001114, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:57:15,780 - yago11k_both_0.001 - [INFO] - [E:192| 100]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:58:19,000 - yago11k_both_0.001 - [INFO] - [E:192| 200]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 01:59:22,217 - yago11k_both_0.001 - [INFO] - [E:192| 300]: Train Loss:0.0011302, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:00:25,405 - yago11k_both_0.001 - [INFO] - [E:192| 400]: Train Loss:0.0011304, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:01:28,606 - yago11k_both_0.001 - [INFO] - [E:192| 500]: Train Loss:0.0011307, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:02:31,393 - yago11k_both_0.001 - [INFO] - [E:192| 600]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:02:31,393 - yago11k_both_0.001 - [INFO] - [Epoch:192]: Training Loss:0.001131
2023-06-21 02:02:31,609 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 02:02:43,672 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 02:02:55,587 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 192 valid]:
MRR: Tail : 0.40173, Head : 0.23036, Avg : 0.31605
2023-06-21 02:02:55,587 - yago11k_both_0.001 - [INFO] - [Epoch 192]: Training Loss: 0.0011313, Valid MRR: 0.32573,
2023-06-21 02:02:56,225 - yago11k_both_0.001 - [INFO] - [E:193| 0]: Train Loss:0.00116, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:03:59,438 - yago11k_both_0.001 - [INFO] - [E:193| 100]: Train Loss:0.0011329, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:05:02,627 - yago11k_both_0.001 - [INFO] - [E:193| 200]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:06:05,826 - yago11k_both_0.001 - [INFO] - [E:193| 300]: Train Loss:0.0011313, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:07:09,061 - yago11k_both_0.001 - [INFO] - [E:193| 400]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:08:12,300 - yago11k_both_0.001 - [INFO] - [E:193| 500]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:09:15,093 - yago11k_both_0.001 - [INFO] - [E:193| 600]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:09:15,094 - yago11k_both_0.001 - [INFO] - [Epoch:193]: Training Loss:0.001131
2023-06-21 02:09:15,309 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 02:09:27,374 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 02:09:39,283 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 193 valid]:
MRR: Tail : 0.40535, Head : 0.23107, Avg : 0.31821
2023-06-21 02:09:39,283 - yago11k_both_0.001 - [INFO] - [Epoch 193]: Training Loss: 0.0011312, Valid MRR: 0.32573,
2023-06-21 02:09:39,920 - yago11k_both_0.001 - [INFO] - [E:194| 0]: Train Loss:0.001115, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:10:43,158 - yago11k_both_0.001 - [INFO] - [E:194| 100]: Train Loss:0.0011321, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:11:46,365 - yago11k_both_0.001 - [INFO] - [E:194| 200]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:12:49,552 - yago11k_both_0.001 - [INFO] - [E:194| 300]: Train Loss:0.0011319, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:13:52,754 - yago11k_both_0.001 - [INFO] - [E:194| 400]: Train Loss:0.0011314, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:14:55,950 - yago11k_both_0.001 - [INFO] - [E:194| 500]: Train Loss:0.0011311, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:15:58,637 - yago11k_both_0.001 - [INFO] - [E:194| 600]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:15:58,637 - yago11k_both_0.001 - [INFO] - [Epoch:194]: Training Loss:0.001131
2023-06-21 02:15:58,852 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 02:16:10,913 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 02:16:22,819 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 194 valid]:
MRR: Tail : 0.41444, Head : 0.23201, Avg : 0.32323
2023-06-21 02:16:22,819 - yago11k_both_0.001 - [INFO] - [Epoch 194]: Training Loss: 0.0011312, Valid MRR: 0.32573,
2023-06-21 02:16:23,458 - yago11k_both_0.001 - [INFO] - [E:195| 0]: Train Loss:0.0011136, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:17:26,504 - yago11k_both_0.001 - [INFO] - [E:195| 100]: Train Loss:0.0011311, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:18:29,565 - yago11k_both_0.001 - [INFO] - [E:195| 200]: Train Loss:0.0011306, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:19:32,639 - yago11k_both_0.001 - [INFO] - [E:195| 300]: Train Loss:0.0011306, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:20:35,702 - yago11k_both_0.001 - [INFO] - [E:195| 400]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:21:38,783 - yago11k_both_0.001 - [INFO] - [E:195| 500]: Train Loss:0.0011309, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:22:41,393 - yago11k_both_0.001 - [INFO] - [E:195| 600]: Train Loss:0.001131, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:22:41,393 - yago11k_both_0.001 - [INFO] - [Epoch:195]: Training Loss:0.001131
2023-06-21 02:22:41,608 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 02:22:53,662 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 02:23:05,563 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 195 valid]:
MRR: Tail : 0.41535, Head : 0.23185, Avg : 0.3236
2023-06-21 02:23:05,563 - yago11k_both_0.001 - [INFO] - [Epoch 195]: Training Loss: 0.001131, Valid MRR: 0.32573,
2023-06-21 02:23:06,204 - yago11k_both_0.001 - [INFO] - [E:196| 0]: Train Loss:0.0011141, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:24:09,260 - yago11k_both_0.001 - [INFO] - [E:196| 100]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:25:12,312 - yago11k_both_0.001 - [INFO] - [E:196| 200]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:26:15,339 - yago11k_both_0.001 - [INFO] - [E:196| 300]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:27:18,365 - yago11k_both_0.001 - [INFO] - [E:196| 400]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:28:21,409 - yago11k_both_0.001 - [INFO] - [E:196| 500]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:29:24,076 - yago11k_both_0.001 - [INFO] - [E:196| 600]: Train Loss:0.0011308, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:29:24,077 - yago11k_both_0.001 - [INFO] - [Epoch:196]: Training Loss:0.001131
2023-06-21 02:29:24,291 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 02:29:36,396 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 02:29:48,304 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 196 valid]:
MRR: Tail : 0.41542, Head : 0.23098, Avg : 0.3232
2023-06-21 02:29:48,304 - yago11k_both_0.001 - [INFO] - [Epoch 196]: Training Loss: 0.0011308, Valid MRR: 0.32573,
2023-06-21 02:29:48,940 - yago11k_both_0.001 - [INFO] - [E:197| 0]: Train Loss:0.0011377, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:30:52,044 - yago11k_both_0.001 - [INFO] - [E:197| 100]: Train Loss:0.001129, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:31:55,080 - yago11k_both_0.001 - [INFO] - [E:197| 200]: Train Loss:0.0011297, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:32:58,128 - yago11k_both_0.001 - [INFO] - [E:197| 300]: Train Loss:0.0011301, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:34:01,205 - yago11k_both_0.001 - [INFO] - [E:197| 400]: Train Loss:0.0011309, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:35:04,239 - yago11k_both_0.001 - [INFO] - [E:197| 500]: Train Loss:0.0011308, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:36:06,860 - yago11k_both_0.001 - [INFO] - [E:197| 600]: Train Loss:0.0011307, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:36:06,860 - yago11k_both_0.001 - [INFO] - [Epoch:197]: Training Loss:0.001131
2023-06-21 02:36:07,075 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 02:36:19,148 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 02:36:31,068 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 197 valid]:
MRR: Tail : 0.4112, Head : 0.23085, Avg : 0.32103
2023-06-21 02:36:31,069 - yago11k_both_0.001 - [INFO] - [Epoch 197]: Training Loss: 0.0011307, Valid MRR: 0.32573,
2023-06-21 02:36:31,705 - yago11k_both_0.001 - [INFO] - [E:198| 0]: Train Loss:0.0011095, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:37:34,751 - yago11k_both_0.001 - [INFO] - [E:198| 100]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:38:37,865 - yago11k_both_0.001 - [INFO] - [E:198| 200]: Train Loss:0.0011309, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:39:41,066 - yago11k_both_0.001 - [INFO] - [E:198| 300]: Train Loss:0.00113, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:40:44,287 - yago11k_both_0.001 - [INFO] - [E:198| 400]: Train Loss:0.00113, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:41:47,533 - yago11k_both_0.001 - [INFO] - [E:198| 500]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:42:50,379 - yago11k_both_0.001 - [INFO] - [E:198| 600]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:42:50,379 - yago11k_both_0.001 - [INFO] - [Epoch:198]: Training Loss:0.00113
2023-06-21 02:42:50,596 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 02:43:02,691 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 02:43:14,634 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 198 valid]:
MRR: Tail : 0.40681, Head : 0.22997, Avg : 0.31839
2023-06-21 02:43:14,634 - yago11k_both_0.001 - [INFO] - [Epoch 198]: Training Loss: 0.0011303, Valid MRR: 0.32573,
2023-06-21 02:43:15,272 - yago11k_both_0.001 - [INFO] - [E:199| 0]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:44:18,556 - yago11k_both_0.001 - [INFO] - [E:199| 100]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:45:21,829 - yago11k_both_0.001 - [INFO] - [E:199| 200]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:46:25,124 - yago11k_both_0.001 - [INFO] - [E:199| 300]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:47:28,451 - yago11k_both_0.001 - [INFO] - [E:199| 400]: Train Loss:0.0011297, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:48:31,815 - yago11k_both_0.001 - [INFO] - [E:199| 500]: Train Loss:0.0011302, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:49:34,769 - yago11k_both_0.001 - [INFO] - [E:199| 600]: Train Loss:0.0011302, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:49:34,770 - yago11k_both_0.001 - [INFO] - [Epoch:199]: Training Loss:0.00113
2023-06-21 02:49:34,986 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 02:49:47,097 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 02:49:59,052 - yago11k_both_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
2023-06-21 02:49:59,052 - yago11k_both_0.001 - [INFO] - [Epoch 199]: Training Loss: 0.0011302, Valid MRR: 0.32573,
2023-06-21 02:49:59,690 - yago11k_both_0.001 - [INFO] - [E:200| 0]: Train Loss:0.0011468, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:51:03,087 - yago11k_both_0.001 - [INFO] - [E:200| 100]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:52:06,443 - yago11k_both_0.001 - [INFO] - [E:200| 200]: Train Loss:0.0011296, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:53:09,836 - yago11k_both_0.001 - [INFO] - [E:200| 300]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:54:13,202 - yago11k_both_0.001 - [INFO] - [E:200| 400]: Train Loss:0.00113, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:55:16,496 - yago11k_both_0.001 - [INFO] - [E:200| 500]: Train Loss:0.0011299, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:56:19,387 - yago11k_both_0.001 - [INFO] - [E:200| 600]: Train Loss:0.0011299, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:56:19,387 - yago11k_both_0.001 - [INFO] - [Epoch:200]: Training Loss:0.00113
2023-06-21 02:56:19,603 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 02:56:31,720 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 02:56:43,663 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 200 valid]:
MRR: Tail : 0.41862, Head : 0.23175, Avg : 0.32519
2023-06-21 02:56:43,663 - yago11k_both_0.001 - [INFO] - [Epoch 200]: Training Loss: 0.0011299, Valid MRR: 0.32573,
2023-06-21 02:56:44,302 - yago11k_both_0.001 - [INFO] - [E:201| 0]: Train Loss:0.0011393, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:57:47,638 - yago11k_both_0.001 - [INFO] - [E:201| 100]: Train Loss:0.0011312, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:58:50,990 - yago11k_both_0.001 - [INFO] - [E:201| 200]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 02:59:54,338 - yago11k_both_0.001 - [INFO] - [E:201| 300]: Train Loss:0.0011299, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:00:57,698 - yago11k_both_0.001 - [INFO] - [E:201| 400]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:02:01,077 - yago11k_both_0.001 - [INFO] - [E:201| 500]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:03:04,033 - yago11k_both_0.001 - [INFO] - [E:201| 600]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:03:04,033 - yago11k_both_0.001 - [INFO] - [Epoch:201]: Training Loss:0.00113
2023-06-21 03:03:04,248 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 03:03:16,373 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 03:03:28,334 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 201 valid]:
MRR: Tail : 0.40739, Head : 0.23316, Avg : 0.32028
2023-06-21 03:03:28,335 - yago11k_both_0.001 - [INFO] - [Epoch 201]: Training Loss: 0.0011298, Valid MRR: 0.32573,
2023-06-21 03:03:28,975 - yago11k_both_0.001 - [INFO] - [E:202| 0]: Train Loss:0.0011325, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:04:32,375 - yago11k_both_0.001 - [INFO] - [E:202| 100]: Train Loss:0.0011294, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:05:35,772 - yago11k_both_0.001 - [INFO] - [E:202| 200]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:06:39,176 - yago11k_both_0.001 - [INFO] - [E:202| 300]: Train Loss:0.0011291, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:07:42,553 - yago11k_both_0.001 - [INFO] - [E:202| 400]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:08:45,931 - yago11k_both_0.001 - [INFO] - [E:202| 500]: Train Loss:0.0011294, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:09:48,896 - yago11k_both_0.001 - [INFO] - [E:202| 600]: Train Loss:0.0011302, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:09:48,896 - yago11k_both_0.001 - [INFO] - [Epoch:202]: Training Loss:0.00113
2023-06-21 03:09:49,111 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 03:10:01,253 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 03:10:13,209 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 202 valid]:
MRR: Tail : 0.41331, Head : 0.2305, Avg : 0.3219
2023-06-21 03:10:13,209 - yago11k_both_0.001 - [INFO] - [Epoch 202]: Training Loss: 0.0011302, Valid MRR: 0.32573,
2023-06-21 03:10:13,847 - yago11k_both_0.001 - [INFO] - [E:203| 0]: Train Loss:0.0011605, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:11:17,266 - yago11k_both_0.001 - [INFO] - [E:203| 100]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:12:20,661 - yago11k_both_0.001 - [INFO] - [E:203| 200]: Train Loss:0.0011292, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:13:24,078 - yago11k_both_0.001 - [INFO] - [E:203| 300]: Train Loss:0.001129, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:14:27,485 - yago11k_both_0.001 - [INFO] - [E:203| 400]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:15:30,887 - yago11k_both_0.001 - [INFO] - [E:203| 500]: Train Loss:0.0011292, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:16:33,848 - yago11k_both_0.001 - [INFO] - [E:203| 600]: Train Loss:0.0011297, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:16:33,849 - yago11k_both_0.001 - [INFO] - [Epoch:203]: Training Loss:0.00113
2023-06-21 03:16:34,065 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 03:16:46,193 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 03:16:58,142 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 203 valid]:
MRR: Tail : 0.41191, Head : 0.23002, Avg : 0.32097
2023-06-21 03:16:58,143 - yago11k_both_0.001 - [INFO] - [Epoch 203]: Training Loss: 0.0011297, Valid MRR: 0.32573,
2023-06-21 03:16:58,781 - yago11k_both_0.001 - [INFO] - [E:204| 0]: Train Loss:0.0011376, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:18:02,181 - yago11k_both_0.001 - [INFO] - [E:204| 100]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:19:05,620 - yago11k_both_0.001 - [INFO] - [E:204| 200]: Train Loss:0.0011304, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:20:09,067 - yago11k_both_0.001 - [INFO] - [E:204| 300]: Train Loss:0.0011305, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:21:12,484 - yago11k_both_0.001 - [INFO] - [E:204| 400]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:22:15,894 - yago11k_both_0.001 - [INFO] - [E:204| 500]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:23:18,893 - yago11k_both_0.001 - [INFO] - [E:204| 600]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:23:18,893 - yago11k_both_0.001 - [INFO] - [Epoch:204]: Training Loss:0.001129
2023-06-21 03:23:19,109 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 03:23:31,241 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 03:23:43,190 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 204 valid]:
MRR: Tail : 0.41467, Head : 0.22999, Avg : 0.32233
2023-06-21 03:23:43,190 - yago11k_both_0.001 - [INFO] - [Epoch 204]: Training Loss: 0.0011295, Valid MRR: 0.32573,
2023-06-21 03:23:43,829 - yago11k_both_0.001 - [INFO] - [E:205| 0]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:24:47,275 - yago11k_both_0.001 - [INFO] - [E:205| 100]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:25:50,707 - yago11k_both_0.001 - [INFO] - [E:205| 200]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:26:54,113 - yago11k_both_0.001 - [INFO] - [E:205| 300]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:27:57,526 - yago11k_both_0.001 - [INFO] - [E:205| 400]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:29:00,899 - yago11k_both_0.001 - [INFO] - [E:205| 500]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:30:03,861 - yago11k_both_0.001 - [INFO] - [E:205| 600]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:30:03,861 - yago11k_both_0.001 - [INFO] - [Epoch:205]: Training Loss:0.001129
2023-06-21 03:30:04,078 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 03:30:16,190 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 03:30:28,132 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 205 valid]:
MRR: Tail : 0.40741, Head : 0.23125, Avg : 0.31933
2023-06-21 03:30:28,132 - yago11k_both_0.001 - [INFO] - [Epoch 205]: Training Loss: 0.0011293, Valid MRR: 0.32573,
2023-06-21 03:30:28,770 - yago11k_both_0.001 - [INFO] - [E:206| 0]: Train Loss:0.0011229, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:31:32,166 - yago11k_both_0.001 - [INFO] - [E:206| 100]: Train Loss:0.0011315, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:32:35,569 - yago11k_both_0.001 - [INFO] - [E:206| 200]: Train Loss:0.0011298, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:33:38,951 - yago11k_both_0.001 - [INFO] - [E:206| 300]: Train Loss:0.0011294, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:34:42,340 - yago11k_both_0.001 - [INFO] - [E:206| 400]: Train Loss:0.0011293, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:35:45,755 - yago11k_both_0.001 - [INFO] - [E:206| 500]: Train Loss:0.001129, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:36:48,737 - yago11k_both_0.001 - [INFO] - [E:206| 600]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:36:48,738 - yago11k_both_0.001 - [INFO] - [Epoch:206]: Training Loss:0.001129
2023-06-21 03:36:48,954 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 03:37:01,066 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 03:37:13,014 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 206 valid]:
MRR: Tail : 0.41533, Head : 0.23075, Avg : 0.32304
2023-06-21 03:37:13,014 - yago11k_both_0.001 - [INFO] - [Epoch 206]: Training Loss: 0.0011289, Valid MRR: 0.32573,
2023-06-21 03:37:13,654 - yago11k_both_0.001 - [INFO] - [E:207| 0]: Train Loss:0.0011661, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:38:17,065 - yago11k_both_0.001 - [INFO] - [E:207| 100]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:39:20,457 - yago11k_both_0.001 - [INFO] - [E:207| 200]: Train Loss:0.0011281, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:40:23,888 - yago11k_both_0.001 - [INFO] - [E:207| 300]: Train Loss:0.0011285, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:41:27,328 - yago11k_both_0.001 - [INFO] - [E:207| 400]: Train Loss:0.0011284, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:42:30,759 - yago11k_both_0.001 - [INFO] - [E:207| 500]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:43:33,762 - yago11k_both_0.001 - [INFO] - [E:207| 600]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:43:33,763 - yago11k_both_0.001 - [INFO] - [Epoch:207]: Training Loss:0.001129
2023-06-21 03:43:33,978 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 03:43:46,099 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 03:43:58,051 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 207 valid]:
MRR: Tail : 0.41356, Head : 0.23392, Avg : 0.32374
2023-06-21 03:43:58,051 - yago11k_both_0.001 - [INFO] - [Epoch 207]: Training Loss: 0.0011288, Valid MRR: 0.32573,
2023-06-21 03:43:58,691 - yago11k_both_0.001 - [INFO] - [E:208| 0]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:45:02,141 - yago11k_both_0.001 - [INFO] - [E:208| 100]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:46:05,590 - yago11k_both_0.001 - [INFO] - [E:208| 200]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:47:09,024 - yago11k_both_0.001 - [INFO] - [E:208| 300]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:48:12,459 - yago11k_both_0.001 - [INFO] - [E:208| 400]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:49:15,896 - yago11k_both_0.001 - [INFO] - [E:208| 500]: Train Loss:0.0011286, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:50:18,938 - yago11k_both_0.001 - [INFO] - [E:208| 600]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:50:18,938 - yago11k_both_0.001 - [INFO] - [Epoch:208]: Training Loss:0.001129
2023-06-21 03:50:19,155 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 03:50:31,270 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 03:50:43,231 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 208 valid]:
MRR: Tail : 0.41308, Head : 0.23211, Avg : 0.3226
2023-06-21 03:50:43,231 - yago11k_both_0.001 - [INFO] - [Epoch 208]: Training Loss: 0.0011288, Valid MRR: 0.32573,
2023-06-21 03:50:43,878 - yago11k_both_0.001 - [INFO] - [E:209| 0]: Train Loss:0.0011129, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:51:47,321 - yago11k_both_0.001 - [INFO] - [E:209| 100]: Train Loss:0.0011304, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:52:50,786 - yago11k_both_0.001 - [INFO] - [E:209| 200]: Train Loss:0.001129, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:53:54,267 - yago11k_both_0.001 - [INFO] - [E:209| 300]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:54:57,717 - yago11k_both_0.001 - [INFO] - [E:209| 400]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:56:01,164 - yago11k_both_0.001 - [INFO] - [E:209| 500]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:57:04,195 - yago11k_both_0.001 - [INFO] - [E:209| 600]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:57:04,195 - yago11k_both_0.001 - [INFO] - [Epoch:209]: Training Loss:0.001129
2023-06-21 03:57:04,410 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 03:57:16,530 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 03:57:28,487 - yago11k_both_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
2023-06-21 03:57:28,487 - yago11k_both_0.001 - [INFO] - [Epoch 209]: Training Loss: 0.0011287, Valid MRR: 0.32573,
2023-06-21 03:57:29,129 - yago11k_both_0.001 - [INFO] - [E:210| 0]: Train Loss:0.0011092, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:58:32,589 - yago11k_both_0.001 - [INFO] - [E:210| 100]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 03:59:36,069 - yago11k_both_0.001 - [INFO] - [E:210| 200]: Train Loss:0.0011296, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:00:39,521 - yago11k_both_0.001 - [INFO] - [E:210| 300]: Train Loss:0.0011292, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:01:42,966 - yago11k_both_0.001 - [INFO] - [E:210| 400]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:02:46,417 - yago11k_both_0.001 - [INFO] - [E:210| 500]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:03:49,453 - yago11k_both_0.001 - [INFO] - [E:210| 600]: Train Loss:0.0011291, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:03:49,454 - yago11k_both_0.001 - [INFO] - [Epoch:210]: Training Loss:0.001129
2023-06-21 04:03:49,669 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 04:04:01,787 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 04:04:13,741 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 210 valid]:
MRR: Tail : 0.40971, Head : 0.23005, Avg : 0.31988
2023-06-21 04:04:13,741 - yago11k_both_0.001 - [INFO] - [Epoch 210]: Training Loss: 0.0011291, Valid MRR: 0.32573,
2023-06-21 04:04:14,381 - yago11k_both_0.001 - [INFO] - [E:211| 0]: Train Loss:0.0011132, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:05:17,825 - yago11k_both_0.001 - [INFO] - [E:211| 100]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:06:21,290 - yago11k_both_0.001 - [INFO] - [E:211| 200]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:07:24,749 - yago11k_both_0.001 - [INFO] - [E:211| 300]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:08:28,205 - yago11k_both_0.001 - [INFO] - [E:211| 400]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:09:31,678 - yago11k_both_0.001 - [INFO] - [E:211| 500]: Train Loss:0.0011281, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:10:34,690 - yago11k_both_0.001 - [INFO] - [E:211| 600]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:10:34,690 - yago11k_both_0.001 - [INFO] - [Epoch:211]: Training Loss:0.001129
2023-06-21 04:10:34,906 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 04:10:47,013 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 04:10:58,963 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 211 valid]:
MRR: Tail : 0.40961, Head : 0.23085, Avg : 0.32023
2023-06-21 04:10:58,963 - yago11k_both_0.001 - [INFO] - [Epoch 211]: Training Loss: 0.0011289, Valid MRR: 0.32573,
2023-06-21 04:10:59,606 - yago11k_both_0.001 - [INFO] - [E:212| 0]: Train Loss:0.0011124, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:12:03,058 - yago11k_both_0.001 - [INFO] - [E:212| 100]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:13:06,499 - yago11k_both_0.001 - [INFO] - [E:212| 200]: Train Loss:0.0011275, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:14:09,945 - yago11k_both_0.001 - [INFO] - [E:212| 300]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:15:13,412 - yago11k_both_0.001 - [INFO] - [E:212| 400]: Train Loss:0.0011284, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:16:16,853 - yago11k_both_0.001 - [INFO] - [E:212| 500]: Train Loss:0.0011285, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:17:19,875 - yago11k_both_0.001 - [INFO] - [E:212| 600]: Train Loss:0.0011286, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:17:19,876 - yago11k_both_0.001 - [INFO] - [Epoch:212]: Training Loss:0.001129
2023-06-21 04:17:20,093 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 04:17:32,206 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 04:17:44,155 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 212 valid]:
MRR: Tail : 0.41259, Head : 0.23141, Avg : 0.322
2023-06-21 04:17:44,155 - yago11k_both_0.001 - [INFO] - [Epoch 212]: Training Loss: 0.0011286, Valid MRR: 0.32573,
2023-06-21 04:17:44,797 - yago11k_both_0.001 - [INFO] - [E:213| 0]: Train Loss:0.0011215, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:18:48,245 - yago11k_both_0.001 - [INFO] - [E:213| 100]: Train Loss:0.0011289, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:19:51,714 - yago11k_both_0.001 - [INFO] - [E:213| 200]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:20:55,177 - yago11k_both_0.001 - [INFO] - [E:213| 300]: Train Loss:0.0011284, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:21:58,646 - yago11k_both_0.001 - [INFO] - [E:213| 400]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:23:02,089 - yago11k_both_0.001 - [INFO] - [E:213| 500]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:24:05,137 - yago11k_both_0.001 - [INFO] - [E:213| 600]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:24:05,138 - yago11k_both_0.001 - [INFO] - [Epoch:213]: Training Loss:0.001129
2023-06-21 04:24:05,353 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 04:24:17,469 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 04:24:29,424 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 213 valid]:
MRR: Tail : 0.41079, Head : 0.23338, Avg : 0.32209
2023-06-21 04:24:29,424 - yago11k_both_0.001 - [INFO] - [Epoch 213]: Training Loss: 0.0011287, Valid MRR: 0.32573,
2023-06-21 04:24:30,063 - yago11k_both_0.001 - [INFO] - [E:214| 0]: Train Loss:0.0011143, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:25:33,554 - yago11k_both_0.001 - [INFO] - [E:214| 100]: Train Loss:0.00113, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:26:37,046 - yago11k_both_0.001 - [INFO] - [E:214| 200]: Train Loss:0.0011299, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:27:40,532 - yago11k_both_0.001 - [INFO] - [E:214| 300]: Train Loss:0.0011295, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:28:44,000 - yago11k_both_0.001 - [INFO] - [E:214| 400]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:29:47,480 - yago11k_both_0.001 - [INFO] - [E:214| 500]: Train Loss:0.0011285, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:30:50,530 - yago11k_both_0.001 - [INFO] - [E:214| 600]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:30:50,530 - yago11k_both_0.001 - [INFO] - [Epoch:214]: Training Loss:0.001128
2023-06-21 04:30:50,746 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 04:31:02,864 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 04:31:14,819 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 214 valid]:
MRR: Tail : 0.41359, Head : 0.23105, Avg : 0.32232
2023-06-21 04:31:14,819 - yago11k_both_0.001 - [INFO] - [Epoch 214]: Training Loss: 0.0011283, Valid MRR: 0.32573,
2023-06-21 04:31:15,461 - yago11k_both_0.001 - [INFO] - [E:215| 0]: Train Loss:0.0011512, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:32:18,933 - yago11k_both_0.001 - [INFO] - [E:215| 100]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:33:22,386 - yago11k_both_0.001 - [INFO] - [E:215| 200]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:34:25,848 - yago11k_both_0.001 - [INFO] - [E:215| 300]: Train Loss:0.001127, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:35:29,334 - yago11k_both_0.001 - [INFO] - [E:215| 400]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:36:32,812 - yago11k_both_0.001 - [INFO] - [E:215| 500]: Train Loss:0.0011275, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:37:35,858 - yago11k_both_0.001 - [INFO] - [E:215| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:37:35,859 - yago11k_both_0.001 - [INFO] - [Epoch:215]: Training Loss:0.001128
2023-06-21 04:37:36,076 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 04:37:48,196 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 04:38:00,152 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 215 valid]:
MRR: Tail : 0.4116, Head : 0.23217, Avg : 0.32189
2023-06-21 04:38:00,153 - yago11k_both_0.001 - [INFO] - [Epoch 215]: Training Loss: 0.0011278, Valid MRR: 0.32573,
2023-06-21 04:38:00,795 - yago11k_both_0.001 - [INFO] - [E:216| 0]: Train Loss:0.0011166, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:39:04,262 - yago11k_both_0.001 - [INFO] - [E:216| 100]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:40:07,720 - yago11k_both_0.001 - [INFO] - [E:216| 200]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:41:11,186 - yago11k_both_0.001 - [INFO] - [E:216| 300]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:42:14,664 - yago11k_both_0.001 - [INFO] - [E:216| 400]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:43:18,107 - yago11k_both_0.001 - [INFO] - [E:216| 500]: Train Loss:0.0011275, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:44:21,132 - yago11k_both_0.001 - [INFO] - [E:216| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:44:21,133 - yago11k_both_0.001 - [INFO] - [Epoch:216]: Training Loss:0.001128
2023-06-21 04:44:21,350 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 04:44:33,461 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 04:44:45,415 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 216 valid]:
MRR: Tail : 0.4145, Head : 0.22992, Avg : 0.32221
2023-06-21 04:44:45,415 - yago11k_both_0.001 - [INFO] - [Epoch 216]: Training Loss: 0.0011278, Valid MRR: 0.32573,
2023-06-21 04:44:46,054 - yago11k_both_0.001 - [INFO] - [E:217| 0]: Train Loss:0.0011173, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:45:49,502 - yago11k_both_0.001 - [INFO] - [E:217| 100]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:46:52,974 - yago11k_both_0.001 - [INFO] - [E:217| 200]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:47:56,460 - yago11k_both_0.001 - [INFO] - [E:217| 300]: Train Loss:0.0011272, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:48:59,914 - yago11k_both_0.001 - [INFO] - [E:217| 400]: Train Loss:0.0011279, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:50:03,370 - yago11k_both_0.001 - [INFO] - [E:217| 500]: Train Loss:0.0011282, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:51:06,389 - yago11k_both_0.001 - [INFO] - [E:217| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:51:06,390 - yago11k_both_0.001 - [INFO] - [Epoch:217]: Training Loss:0.001128
2023-06-21 04:51:06,605 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 04:51:18,717 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 04:51:30,670 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 217 valid]:
MRR: Tail : 0.40912, Head : 0.22898, Avg : 0.31905
2023-06-21 04:51:30,670 - yago11k_both_0.001 - [INFO] - [Epoch 217]: Training Loss: 0.0011278, Valid MRR: 0.32573,
2023-06-21 04:51:31,315 - yago11k_both_0.001 - [INFO] - [E:218| 0]: Train Loss:0.0011205, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:52:34,770 - yago11k_both_0.001 - [INFO] - [E:218| 100]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:53:38,210 - yago11k_both_0.001 - [INFO] - [E:218| 200]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:54:41,676 - yago11k_both_0.001 - [INFO] - [E:218| 300]: Train Loss:0.0011285, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:55:45,142 - yago11k_both_0.001 - [INFO] - [E:218| 400]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:56:48,613 - yago11k_both_0.001 - [INFO] - [E:218| 500]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:57:51,635 - yago11k_both_0.001 - [INFO] - [E:218| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:57:51,635 - yago11k_both_0.001 - [INFO] - [Epoch:218]: Training Loss:0.001128
2023-06-21 04:57:51,851 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 04:58:03,967 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 04:58:15,919 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 218 valid]:
MRR: Tail : 0.40814, Head : 0.23017, Avg : 0.31915
2023-06-21 04:58:15,919 - yago11k_both_0.001 - [INFO] - [Epoch 218]: Training Loss: 0.0011278, Valid MRR: 0.32573,
2023-06-21 04:58:16,559 - yago11k_both_0.001 - [INFO] - [E:219| 0]: Train Loss:0.0011689, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 04:59:20,029 - yago11k_both_0.001 - [INFO] - [E:219| 100]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:00:23,477 - yago11k_both_0.001 - [INFO] - [E:219| 200]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:01:26,930 - yago11k_both_0.001 - [INFO] - [E:219| 300]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:02:30,396 - yago11k_both_0.001 - [INFO] - [E:219| 400]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:03:33,839 - yago11k_both_0.001 - [INFO] - [E:219| 500]: Train Loss:0.0011269, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:04:36,875 - yago11k_both_0.001 - [INFO] - [E:219| 600]: Train Loss:0.0011272, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:04:36,875 - yago11k_both_0.001 - [INFO] - [Epoch:219]: Training Loss:0.001127
2023-06-21 05:04:37,090 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 05:04:49,200 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 05:05:01,150 - yago11k_both_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
2023-06-21 05:05:01,150 - yago11k_both_0.001 - [INFO] - [Epoch 219]: Training Loss: 0.0011272, Valid MRR: 0.32573,
2023-06-21 05:05:01,791 - yago11k_both_0.001 - [INFO] - [E:220| 0]: Train Loss:0.0011303, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:06:05,249 - yago11k_both_0.001 - [INFO] - [E:220| 100]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:07:08,709 - yago11k_both_0.001 - [INFO] - [E:220| 200]: Train Loss:0.0011272, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:08:12,182 - yago11k_both_0.001 - [INFO] - [E:220| 300]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:09:15,665 - yago11k_both_0.001 - [INFO] - [E:220| 400]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:10:19,120 - yago11k_both_0.001 - [INFO] - [E:220| 500]: Train Loss:0.001127, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:11:22,148 - yago11k_both_0.001 - [INFO] - [E:220| 600]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:11:22,149 - yago11k_both_0.001 - [INFO] - [Epoch:220]: Training Loss:0.001128
2023-06-21 05:11:22,365 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 05:11:34,477 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 05:11:46,432 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 220 valid]:
MRR: Tail : 0.40888, Head : 0.23119, Avg : 0.32003
2023-06-21 05:11:46,432 - yago11k_both_0.001 - [INFO] - [Epoch 220]: Training Loss: 0.0011276, Valid MRR: 0.32573,
2023-06-21 05:11:47,071 - yago11k_both_0.001 - [INFO] - [E:221| 0]: Train Loss:0.0011235, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:12:50,544 - yago11k_both_0.001 - [INFO] - [E:221| 100]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:13:53,999 - yago11k_both_0.001 - [INFO] - [E:221| 200]: Train Loss:0.0011286, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:14:57,449 - yago11k_both_0.001 - [INFO] - [E:221| 300]: Train Loss:0.0011288, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:16:00,919 - yago11k_both_0.001 - [INFO] - [E:221| 400]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:17:04,387 - yago11k_both_0.001 - [INFO] - [E:221| 500]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:18:07,438 - yago11k_both_0.001 - [INFO] - [E:221| 600]: Train Loss:0.0011278, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:18:07,438 - yago11k_both_0.001 - [INFO] - [Epoch:221]: Training Loss:0.001128
2023-06-21 05:18:07,654 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 05:18:19,767 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 05:18:31,718 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 221 valid]:
MRR: Tail : 0.41735, Head : 0.2324, Avg : 0.32488
2023-06-21 05:18:31,718 - yago11k_both_0.001 - [INFO] - [Epoch 221]: Training Loss: 0.0011278, Valid MRR: 0.32573,
2023-06-21 05:18:32,365 - yago11k_both_0.001 - [INFO] - [E:222| 0]: Train Loss:0.0011508, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:19:35,844 - yago11k_both_0.001 - [INFO] - [E:222| 100]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:20:39,331 - yago11k_both_0.001 - [INFO] - [E:222| 200]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:21:42,795 - yago11k_both_0.001 - [INFO] - [E:222| 300]: Train Loss:0.001127, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:22:46,260 - yago11k_both_0.001 - [INFO] - [E:222| 400]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:23:49,719 - yago11k_both_0.001 - [INFO] - [E:222| 500]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:24:52,746 - yago11k_both_0.001 - [INFO] - [E:222| 600]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:24:52,746 - yago11k_both_0.001 - [INFO] - [Epoch:222]: Training Loss:0.001127
2023-06-21 05:24:52,963 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 05:25:05,078 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 05:25:17,043 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 222 valid]:
MRR: Tail : 0.40885, Head : 0.23237, Avg : 0.32061
2023-06-21 05:25:17,043 - yago11k_both_0.001 - [INFO] - [Epoch 222]: Training Loss: 0.0011267, Valid MRR: 0.32573,
2023-06-21 05:25:17,689 - yago11k_both_0.001 - [INFO] - [E:223| 0]: Train Loss:0.0011158, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:26:21,159 - yago11k_both_0.001 - [INFO] - [E:223| 100]: Train Loss:0.0011241, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:27:24,631 - yago11k_both_0.001 - [INFO] - [E:223| 200]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:28:28,105 - yago11k_both_0.001 - [INFO] - [E:223| 300]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:29:31,589 - yago11k_both_0.001 - [INFO] - [E:223| 400]: Train Loss:0.0011269, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:30:35,072 - yago11k_both_0.001 - [INFO] - [E:223| 500]: Train Loss:0.0011271, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:31:38,109 - yago11k_both_0.001 - [INFO] - [E:223| 600]: Train Loss:0.0011272, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:31:38,109 - yago11k_both_0.001 - [INFO] - [Epoch:223]: Training Loss:0.001127
2023-06-21 05:31:38,326 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 05:31:50,439 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 05:32:02,402 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 223 valid]:
MRR: Tail : 0.40874, Head : 0.22876, Avg : 0.31875
2023-06-21 05:32:02,403 - yago11k_both_0.001 - [INFO] - [Epoch 223]: Training Loss: 0.0011272, Valid MRR: 0.32573,
2023-06-21 05:32:03,042 - yago11k_both_0.001 - [INFO] - [E:224| 0]: Train Loss:0.0011458, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:33:06,511 - yago11k_both_0.001 - [INFO] - [E:224| 100]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:34:09,980 - yago11k_both_0.001 - [INFO] - [E:224| 200]: Train Loss:0.001124, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:35:13,455 - yago11k_both_0.001 - [INFO] - [E:224| 300]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:36:16,930 - yago11k_both_0.001 - [INFO] - [E:224| 400]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:37:20,384 - yago11k_both_0.001 - [INFO] - [E:224| 500]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:38:23,431 - yago11k_both_0.001 - [INFO] - [E:224| 600]: Train Loss:0.001127, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:38:23,432 - yago11k_both_0.001 - [INFO] - [Epoch:224]: Training Loss:0.001127
2023-06-21 05:38:23,646 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 05:38:35,756 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 05:38:47,724 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 224 valid]:
MRR: Tail : 0.40641, Head : 0.23065, Avg : 0.31853
2023-06-21 05:38:47,725 - yago11k_both_0.001 - [INFO] - [Epoch 224]: Training Loss: 0.001127, Valid MRR: 0.32573,
2023-06-21 05:38:48,366 - yago11k_both_0.001 - [INFO] - [E:225| 0]: Train Loss:0.0011224, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:39:51,832 - yago11k_both_0.001 - [INFO] - [E:225| 100]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:40:55,316 - yago11k_both_0.001 - [INFO] - [E:225| 200]: Train Loss:0.0011258, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:41:58,778 - yago11k_both_0.001 - [INFO] - [E:225| 300]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:43:02,259 - yago11k_both_0.001 - [INFO] - [E:225| 400]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:44:05,727 - yago11k_both_0.001 - [INFO] - [E:225| 500]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:45:08,819 - yago11k_both_0.001 - [INFO] - [E:225| 600]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:45:08,819 - yago11k_both_0.001 - [INFO] - [Epoch:225]: Training Loss:0.001127
2023-06-21 05:45:09,034 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 05:45:21,166 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 05:45:33,144 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 225 valid]:
MRR: Tail : 0.40389, Head : 0.23518, Avg : 0.31953
2023-06-21 05:45:33,144 - yago11k_both_0.001 - [INFO] - [Epoch 225]: Training Loss: 0.0011273, Valid MRR: 0.32573,
2023-06-21 05:45:33,789 - yago11k_both_0.001 - [INFO] - [E:226| 0]: Train Loss:0.0011148, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:46:37,302 - yago11k_both_0.001 - [INFO] - [E:226| 100]: Train Loss:0.0011231, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:47:40,784 - yago11k_both_0.001 - [INFO] - [E:226| 200]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:48:44,256 - yago11k_both_0.001 - [INFO] - [E:226| 300]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:49:47,741 - yago11k_both_0.001 - [INFO] - [E:226| 400]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:50:51,208 - yago11k_both_0.001 - [INFO] - [E:226| 500]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:51:54,255 - yago11k_both_0.001 - [INFO] - [E:226| 600]: Train Loss:0.001127, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:51:54,255 - yago11k_both_0.001 - [INFO] - [Epoch:226]: Training Loss:0.001127
2023-06-21 05:51:54,470 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 05:52:06,578 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 05:52:18,534 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 226 valid]:
MRR: Tail : 0.4131, Head : 0.23462, Avg : 0.32386
2023-06-21 05:52:18,534 - yago11k_both_0.001 - [INFO] - [Epoch 226]: Training Loss: 0.001127, Valid MRR: 0.32573,
2023-06-21 05:52:19,172 - yago11k_both_0.001 - [INFO] - [E:227| 0]: Train Loss:0.0011103, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:53:22,632 - yago11k_both_0.001 - [INFO] - [E:227| 100]: Train Loss:0.0011273, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:54:26,111 - yago11k_both_0.001 - [INFO] - [E:227| 200]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:55:29,584 - yago11k_both_0.001 - [INFO] - [E:227| 300]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:56:33,028 - yago11k_both_0.001 - [INFO] - [E:227| 400]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:57:36,493 - yago11k_both_0.001 - [INFO] - [E:227| 500]: Train Loss:0.0011269, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:58:39,532 - yago11k_both_0.001 - [INFO] - [E:227| 600]: Train Loss:0.0011271, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 05:58:39,533 - yago11k_both_0.001 - [INFO] - [Epoch:227]: Training Loss:0.001127
2023-06-21 05:58:39,749 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 05:58:51,859 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 05:59:03,817 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 227 valid]:
MRR: Tail : 0.40996, Head : 0.23285, Avg : 0.32141
2023-06-21 05:59:03,818 - yago11k_both_0.001 - [INFO] - [Epoch 227]: Training Loss: 0.0011271, Valid MRR: 0.32573,
2023-06-21 05:59:04,456 - yago11k_both_0.001 - [INFO] - [E:228| 0]: Train Loss:0.0011882, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:00:07,929 - yago11k_both_0.001 - [INFO] - [E:228| 100]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:01:11,400 - yago11k_both_0.001 - [INFO] - [E:228| 200]: Train Loss:0.0011259, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:02:14,866 - yago11k_both_0.001 - [INFO] - [E:228| 300]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:03:18,318 - yago11k_both_0.001 - [INFO] - [E:228| 400]: Train Loss:0.001127, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:04:21,742 - yago11k_both_0.001 - [INFO] - [E:228| 500]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:05:24,778 - yago11k_both_0.001 - [INFO] - [E:228| 600]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:05:24,778 - yago11k_both_0.001 - [INFO] - [Epoch:228]: Training Loss:0.001127
2023-06-21 06:05:24,995 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 06:05:37,113 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 06:05:49,065 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 228 valid]:
MRR: Tail : 0.41469, Head : 0.23524, Avg : 0.32496
2023-06-21 06:05:49,065 - yago11k_both_0.001 - [INFO] - [Epoch 228]: Training Loss: 0.0011267, Valid MRR: 0.32573,
2023-06-21 06:05:49,706 - yago11k_both_0.001 - [INFO] - [E:229| 0]: Train Loss:0.001128, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:06:53,167 - yago11k_both_0.001 - [INFO] - [E:229| 100]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:07:56,643 - yago11k_both_0.001 - [INFO] - [E:229| 200]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:09:00,101 - yago11k_both_0.001 - [INFO] - [E:229| 300]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:10:03,570 - yago11k_both_0.001 - [INFO] - [E:229| 400]: Train Loss:0.0011259, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:11:07,037 - yago11k_both_0.001 - [INFO] - [E:229| 500]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:12:10,064 - yago11k_both_0.001 - [INFO] - [E:229| 600]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:12:10,064 - yago11k_both_0.001 - [INFO] - [Epoch:229]: Training Loss:0.001127
2023-06-21 06:12:10,281 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 06:12:22,403 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 06:12:34,353 - yago11k_both_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
2023-06-21 06:12:34,353 - yago11k_both_0.001 - [INFO] - [Epoch 229]: Training Loss: 0.0011268, Valid MRR: 0.32573,
2023-06-21 06:12:34,991 - yago11k_both_0.001 - [INFO] - [E:230| 0]: Train Loss:0.0011494, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:13:38,430 - yago11k_both_0.001 - [INFO] - [E:230| 100]: Train Loss:0.0011283, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:14:41,899 - yago11k_both_0.001 - [INFO] - [E:230| 200]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:15:45,373 - yago11k_both_0.001 - [INFO] - [E:230| 300]: Train Loss:0.0011267, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:16:48,822 - yago11k_both_0.001 - [INFO] - [E:230| 400]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:17:52,278 - yago11k_both_0.001 - [INFO] - [E:230| 500]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:18:55,298 - yago11k_both_0.001 - [INFO] - [E:230| 600]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:18:55,298 - yago11k_both_0.001 - [INFO] - [Epoch:230]: Training Loss:0.001127
2023-06-21 06:18:55,515 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 06:19:07,637 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 06:19:19,623 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 230 valid]:
MRR: Tail : 0.40994, Head : 0.23368, Avg : 0.32181
2023-06-21 06:19:19,624 - yago11k_both_0.001 - [INFO] - [Epoch 230]: Training Loss: 0.0011268, Valid MRR: 0.32573,
2023-06-21 06:19:20,274 - yago11k_both_0.001 - [INFO] - [E:231| 0]: Train Loss:0.0011071, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:20:23,769 - yago11k_both_0.001 - [INFO] - [E:231| 100]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:21:27,214 - yago11k_both_0.001 - [INFO] - [E:231| 200]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:22:30,665 - yago11k_both_0.001 - [INFO] - [E:231| 300]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:23:34,084 - yago11k_both_0.001 - [INFO] - [E:231| 400]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:24:37,603 - yago11k_both_0.001 - [INFO] - [E:231| 500]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:25:40,654 - yago11k_both_0.001 - [INFO] - [E:231| 600]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:25:40,655 - yago11k_both_0.001 - [INFO] - [Epoch:231]: Training Loss:0.001126
2023-06-21 06:25:40,871 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 06:25:52,995 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 06:26:04,941 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 231 valid]:
MRR: Tail : 0.4087, Head : 0.23201, Avg : 0.32036
2023-06-21 06:26:04,941 - yago11k_both_0.001 - [INFO] - [Epoch 231]: Training Loss: 0.0011262, Valid MRR: 0.32573,
2023-06-21 06:26:05,585 - yago11k_both_0.001 - [INFO] - [E:232| 0]: Train Loss:0.0011308, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:27:09,053 - yago11k_both_0.001 - [INFO] - [E:232| 100]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:28:12,531 - yago11k_both_0.001 - [INFO] - [E:232| 200]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:29:16,017 - yago11k_both_0.001 - [INFO] - [E:232| 300]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:30:19,520 - yago11k_both_0.001 - [INFO] - [E:232| 400]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:31:23,069 - yago11k_both_0.001 - [INFO] - [E:232| 500]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:32:26,085 - yago11k_both_0.001 - [INFO] - [E:232| 600]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:32:26,085 - yago11k_both_0.001 - [INFO] - [Epoch:232]: Training Loss:0.001126
2023-06-21 06:32:26,300 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 06:32:38,421 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 06:32:50,360 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 232 valid]:
MRR: Tail : 0.41232, Head : 0.23195, Avg : 0.32213
2023-06-21 06:32:50,360 - yago11k_both_0.001 - [INFO] - [Epoch 232]: Training Loss: 0.0011261, Valid MRR: 0.32573,
2023-06-21 06:32:50,998 - yago11k_both_0.001 - [INFO] - [E:233| 0]: Train Loss:0.0011323, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:33:54,453 - yago11k_both_0.001 - [INFO] - [E:233| 100]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:34:58,009 - yago11k_both_0.001 - [INFO] - [E:233| 200]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:36:01,559 - yago11k_both_0.001 - [INFO] - [E:233| 300]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:37:05,104 - yago11k_both_0.001 - [INFO] - [E:233| 400]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:38:08,658 - yago11k_both_0.001 - [INFO] - [E:233| 500]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:39:11,764 - yago11k_both_0.001 - [INFO] - [E:233| 600]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:39:11,764 - yago11k_both_0.001 - [INFO] - [Epoch:233]: Training Loss:0.001126
2023-06-21 06:39:11,980 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 06:39:24,106 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 06:39:36,053 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 233 valid]:
MRR: Tail : 0.41249, Head : 0.2325, Avg : 0.32249
2023-06-21 06:39:36,053 - yago11k_both_0.001 - [INFO] - [Epoch 233]: Training Loss: 0.0011262, Valid MRR: 0.32573,
2023-06-21 06:39:36,693 - yago11k_both_0.001 - [INFO] - [E:234| 0]: Train Loss:0.0011479, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:40:40,253 - yago11k_both_0.001 - [INFO] - [E:234| 100]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:41:43,796 - yago11k_both_0.001 - [INFO] - [E:234| 200]: Train Loss:0.0011268, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:42:47,362 - yago11k_both_0.001 - [INFO] - [E:234| 300]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:43:50,904 - yago11k_both_0.001 - [INFO] - [E:234| 400]: Train Loss:0.0011258, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:44:54,457 - yago11k_both_0.001 - [INFO] - [E:234| 500]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:45:57,599 - yago11k_both_0.001 - [INFO] - [E:234| 600]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:45:57,600 - yago11k_both_0.001 - [INFO] - [Epoch:234]: Training Loss:0.001126
2023-06-21 06:45:57,815 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 06:46:09,934 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 06:46:21,891 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 234 valid]:
MRR: Tail : 0.41278, Head : 0.23369, Avg : 0.32324
2023-06-21 06:46:21,891 - yago11k_both_0.001 - [INFO] - [Epoch 234]: Training Loss: 0.0011264, Valid MRR: 0.32573,
2023-06-21 06:46:22,535 - yago11k_both_0.001 - [INFO] - [E:235| 0]: Train Loss:0.0011197, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:47:26,097 - yago11k_both_0.001 - [INFO] - [E:235| 100]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:48:29,675 - yago11k_both_0.001 - [INFO] - [E:235| 200]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:49:33,281 - yago11k_both_0.001 - [INFO] - [E:235| 300]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:50:36,828 - yago11k_both_0.001 - [INFO] - [E:235| 400]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:51:40,399 - yago11k_both_0.001 - [INFO] - [E:235| 500]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:52:43,545 - yago11k_both_0.001 - [INFO] - [E:235| 600]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:52:43,546 - yago11k_both_0.001 - [INFO] - [Epoch:235]: Training Loss:0.001126
2023-06-21 06:52:43,762 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 06:52:55,883 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 06:53:07,852 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 235 valid]:
MRR: Tail : 0.41339, Head : 0.23197, Avg : 0.32268
2023-06-21 06:53:07,852 - yago11k_both_0.001 - [INFO] - [Epoch 235]: Training Loss: 0.001126, Valid MRR: 0.32573,
2023-06-21 06:53:08,493 - yago11k_both_0.001 - [INFO] - [E:236| 0]: Train Loss:0.0011577, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:54:12,017 - yago11k_both_0.001 - [INFO] - [E:236| 100]: Train Loss:0.0011264, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:55:15,544 - yago11k_both_0.001 - [INFO] - [E:236| 200]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:56:19,053 - yago11k_both_0.001 - [INFO] - [E:236| 300]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:57:22,577 - yago11k_both_0.001 - [INFO] - [E:236| 400]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:58:26,095 - yago11k_both_0.001 - [INFO] - [E:236| 500]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:59:29,192 - yago11k_both_0.001 - [INFO] - [E:236| 600]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 06:59:29,192 - yago11k_both_0.001 - [INFO] - [Epoch:236]: Training Loss:0.001125
2023-06-21 06:59:29,407 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 06:59:41,519 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 06:59:53,476 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 236 valid]:
MRR: Tail : 0.41004, Head : 0.22826, Avg : 0.31915
2023-06-21 06:59:53,476 - yago11k_both_0.001 - [INFO] - [Epoch 236]: Training Loss: 0.0011254, Valid MRR: 0.32573,
2023-06-21 06:59:54,119 - yago11k_both_0.001 - [INFO] - [E:237| 0]: Train Loss:0.0011223, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:00:57,663 - yago11k_both_0.001 - [INFO] - [E:237| 100]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:02:01,180 - yago11k_both_0.001 - [INFO] - [E:237| 200]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:03:04,700 - yago11k_both_0.001 - [INFO] - [E:237| 300]: Train Loss:0.0011265, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:04:08,235 - yago11k_both_0.001 - [INFO] - [E:237| 400]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:05:11,782 - yago11k_both_0.001 - [INFO] - [E:237| 500]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:06:14,880 - yago11k_both_0.001 - [INFO] - [E:237| 600]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:06:14,880 - yago11k_both_0.001 - [INFO] - [Epoch:237]: Training Loss:0.001126
2023-06-21 07:06:15,097 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 07:06:27,220 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 07:06:39,182 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 237 valid]:
MRR: Tail : 0.40654, Head : 0.23034, Avg : 0.31844
2023-06-21 07:06:39,182 - yago11k_both_0.001 - [INFO] - [Epoch 237]: Training Loss: 0.001126, Valid MRR: 0.32573,
2023-06-21 07:06:39,821 - yago11k_both_0.001 - [INFO] - [E:238| 0]: Train Loss:0.0011196, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:07:43,382 - yago11k_both_0.001 - [INFO] - [E:238| 100]: Train Loss:0.0011277, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:08:46,955 - yago11k_both_0.001 - [INFO] - [E:238| 200]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:09:50,552 - yago11k_both_0.001 - [INFO] - [E:238| 300]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:10:54,123 - yago11k_both_0.001 - [INFO] - [E:238| 400]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:11:57,610 - yago11k_both_0.001 - [INFO] - [E:238| 500]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:13:00,688 - yago11k_both_0.001 - [INFO] - [E:238| 600]: Train Loss:0.001126, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:13:00,688 - yago11k_both_0.001 - [INFO] - [Epoch:238]: Training Loss:0.001126
2023-06-21 07:13:00,905 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 07:13:13,027 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 07:13:24,987 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 238 valid]:
MRR: Tail : 0.4078, Head : 0.22821, Avg : 0.318
2023-06-21 07:13:24,987 - yago11k_both_0.001 - [INFO] - [Epoch 238]: Training Loss: 0.001126, Valid MRR: 0.32573,
2023-06-21 07:13:25,629 - yago11k_both_0.001 - [INFO] - [E:239| 0]: Train Loss:0.0011463, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:14:29,184 - yago11k_both_0.001 - [INFO] - [E:239| 100]: Train Loss:0.0011245, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:15:32,699 - yago11k_both_0.001 - [INFO] - [E:239| 200]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:16:36,228 - yago11k_both_0.001 - [INFO] - [E:239| 300]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:17:39,781 - yago11k_both_0.001 - [INFO] - [E:239| 400]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:18:43,350 - yago11k_both_0.001 - [INFO] - [E:239| 500]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:19:46,457 - yago11k_both_0.001 - [INFO] - [E:239| 600]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:19:46,457 - yago11k_both_0.001 - [INFO] - [Epoch:239]: Training Loss:0.001125
2023-06-21 07:19:46,673 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 07:19:58,816 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 07:20:10,784 - yago11k_both_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
2023-06-21 07:20:10,785 - yago11k_both_0.001 - [INFO] - [Epoch 239]: Training Loss: 0.0011255, Valid MRR: 0.32573,
2023-06-21 07:20:11,427 - yago11k_both_0.001 - [INFO] - [E:240| 0]: Train Loss:0.0011121, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:21:14,999 - yago11k_both_0.001 - [INFO] - [E:240| 100]: Train Loss:0.0011234, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:22:18,602 - yago11k_both_0.001 - [INFO] - [E:240| 200]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:23:22,191 - yago11k_both_0.001 - [INFO] - [E:240| 300]: Train Loss:0.0011258, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:24:25,767 - yago11k_both_0.001 - [INFO] - [E:240| 400]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:25:29,369 - yago11k_both_0.001 - [INFO] - [E:240| 500]: Train Loss:0.0011254, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:26:32,506 - yago11k_both_0.001 - [INFO] - [E:240| 600]: Train Loss:0.0011257, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:26:32,506 - yago11k_both_0.001 - [INFO] - [Epoch:240]: Training Loss:0.001126
2023-06-21 07:26:32,723 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 07:26:44,866 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 07:26:56,850 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 240 valid]:
MRR: Tail : 0.41206, Head : 0.2313, Avg : 0.32168
2023-06-21 07:26:56,850 - yago11k_both_0.001 - [INFO] - [Epoch 240]: Training Loss: 0.0011257, Valid MRR: 0.32573,
2023-06-21 07:26:57,491 - yago11k_both_0.001 - [INFO] - [E:241| 0]: Train Loss:0.001125, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:28:01,061 - yago11k_both_0.001 - [INFO] - [E:241| 100]: Train Loss:0.0011266, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:29:04,638 - yago11k_both_0.001 - [INFO] - [E:241| 200]: Train Loss:0.0011237, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:30:08,177 - yago11k_both_0.001 - [INFO] - [E:241| 300]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:31:11,750 - yago11k_both_0.001 - [INFO] - [E:241| 400]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:32:15,308 - yago11k_both_0.001 - [INFO] - [E:241| 500]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:33:18,431 - yago11k_both_0.001 - [INFO] - [E:241| 600]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:33:18,432 - yago11k_both_0.001 - [INFO] - [Epoch:241]: Training Loss:0.001125
2023-06-21 07:33:18,648 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 07:33:30,779 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 07:33:42,738 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 241 valid]:
MRR: Tail : 0.41561, Head : 0.23145, Avg : 0.32353
2023-06-21 07:33:42,738 - yago11k_both_0.001 - [INFO] - [Epoch 241]: Training Loss: 0.0011251, Valid MRR: 0.32573,
2023-06-21 07:33:43,378 - yago11k_both_0.001 - [INFO] - [E:242| 0]: Train Loss:0.0011407, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:34:46,937 - yago11k_both_0.001 - [INFO] - [E:242| 100]: Train Loss:0.0011259, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:35:50,506 - yago11k_both_0.001 - [INFO] - [E:242| 200]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:36:54,044 - yago11k_both_0.001 - [INFO] - [E:242| 300]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:37:57,604 - yago11k_both_0.001 - [INFO] - [E:242| 400]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:39:01,137 - yago11k_both_0.001 - [INFO] - [E:242| 500]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:40:04,266 - yago11k_both_0.001 - [INFO] - [E:242| 600]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:40:04,266 - yago11k_both_0.001 - [INFO] - [Epoch:242]: Training Loss:0.001126
2023-06-21 07:40:04,482 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 07:40:16,613 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 07:40:28,581 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 242 valid]:
MRR: Tail : 0.41579, Head : 0.23441, Avg : 0.3251
2023-06-21 07:40:28,581 - yago11k_both_0.001 - [INFO] - [Epoch 242]: Training Loss: 0.0011255, Valid MRR: 0.32573,
2023-06-21 07:40:29,221 - yago11k_both_0.001 - [INFO] - [E:243| 0]: Train Loss:0.0011379, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:41:32,772 - yago11k_both_0.001 - [INFO] - [E:243| 100]: Train Loss:0.0011274, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:42:36,344 - yago11k_both_0.001 - [INFO] - [E:243| 200]: Train Loss:0.0011259, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:43:39,903 - yago11k_both_0.001 - [INFO] - [E:243| 300]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:44:43,449 - yago11k_both_0.001 - [INFO] - [E:243| 400]: Train Loss:0.0011261, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:45:46,961 - yago11k_both_0.001 - [INFO] - [E:243| 500]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:46:50,057 - yago11k_both_0.001 - [INFO] - [E:243| 600]: Train Loss:0.0011257, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:46:50,057 - yago11k_both_0.001 - [INFO] - [Epoch:243]: Training Loss:0.001126
2023-06-21 07:46:50,273 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 07:47:02,395 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 07:47:14,369 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 243 valid]:
MRR: Tail : 0.41558, Head : 0.23487, Avg : 0.32522
2023-06-21 07:47:14,369 - yago11k_both_0.001 - [INFO] - [Epoch 243]: Training Loss: 0.0011257, Valid MRR: 0.32573,
2023-06-21 07:47:15,011 - yago11k_both_0.001 - [INFO] - [E:244| 0]: Train Loss:0.0011812, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:48:18,543 - yago11k_both_0.001 - [INFO] - [E:244| 100]: Train Loss:0.0011263, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:49:22,108 - yago11k_both_0.001 - [INFO] - [E:244| 200]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:50:25,606 - yago11k_both_0.001 - [INFO] - [E:244| 300]: Train Loss:0.001125, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:51:29,110 - yago11k_both_0.001 - [INFO] - [E:244| 400]: Train Loss:0.0011253, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:52:32,666 - yago11k_both_0.001 - [INFO] - [E:244| 500]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:53:35,743 - yago11k_both_0.001 - [INFO] - [E:244| 600]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:53:35,743 - yago11k_both_0.001 - [INFO] - [Epoch:244]: Training Loss:0.001126
2023-06-21 07:53:35,959 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 07:53:48,080 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 07:54:00,043 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 244 valid]:
MRR: Tail : 0.41206, Head : 0.23307, Avg : 0.32256
2023-06-21 07:54:00,043 - yago11k_both_0.001 - [INFO] - [Epoch 244]: Training Loss: 0.0011256, Valid MRR: 0.32573,
2023-06-21 07:54:00,683 - yago11k_both_0.001 - [INFO] - [E:245| 0]: Train Loss:0.0011287, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:55:04,189 - yago11k_both_0.001 - [INFO] - [E:245| 100]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:56:07,735 - yago11k_both_0.001 - [INFO] - [E:245| 200]: Train Loss:0.0011244, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:57:11,253 - yago11k_both_0.001 - [INFO] - [E:245| 300]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:58:14,743 - yago11k_both_0.001 - [INFO] - [E:245| 400]: Train Loss:0.0011243, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 07:59:18,251 - yago11k_both_0.001 - [INFO] - [E:245| 500]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:00:21,309 - yago11k_both_0.001 - [INFO] - [E:245| 600]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:00:21,310 - yago11k_both_0.001 - [INFO] - [Epoch:245]: Training Loss:0.001125
2023-06-21 08:00:21,527 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 08:00:33,648 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 08:00:45,610 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 245 valid]:
MRR: Tail : 0.41369, Head : 0.23173, Avg : 0.32271
2023-06-21 08:00:45,610 - yago11k_both_0.001 - [INFO] - [Epoch 245]: Training Loss: 0.0011249, Valid MRR: 0.32573,
2023-06-21 08:00:46,253 - yago11k_both_0.001 - [INFO] - [E:246| 0]: Train Loss:0.0011217, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:01:49,746 - yago11k_both_0.001 - [INFO] - [E:246| 100]: Train Loss:0.0011228, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:02:53,193 - yago11k_both_0.001 - [INFO] - [E:246| 200]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:03:56,644 - yago11k_both_0.001 - [INFO] - [E:246| 300]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:05:00,069 - yago11k_both_0.001 - [INFO] - [E:246| 400]: Train Loss:0.0011238, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:06:03,469 - yago11k_both_0.001 - [INFO] - [E:246| 500]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:07:06,457 - yago11k_both_0.001 - [INFO] - [E:246| 600]: Train Loss:0.0011252, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:07:06,457 - yago11k_both_0.001 - [INFO] - [Epoch:246]: Training Loss:0.001125
2023-06-21 08:07:06,675 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 08:07:18,792 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 08:07:30,758 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 246 valid]:
MRR: Tail : 0.41213, Head : 0.23029, Avg : 0.32121
2023-06-21 08:07:30,758 - yago11k_both_0.001 - [INFO] - [Epoch 246]: Training Loss: 0.0011252, Valid MRR: 0.32573,
2023-06-21 08:07:31,398 - yago11k_both_0.001 - [INFO] - [E:247| 0]: Train Loss:0.0011233, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:08:34,870 - yago11k_both_0.001 - [INFO] - [E:247| 100]: Train Loss:0.0011244, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:09:38,330 - yago11k_both_0.001 - [INFO] - [E:247| 200]: Train Loss:0.0011256, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:10:41,799 - yago11k_both_0.001 - [INFO] - [E:247| 300]: Train Loss:0.0011251, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:11:45,301 - yago11k_both_0.001 - [INFO] - [E:247| 400]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:12:48,792 - yago11k_both_0.001 - [INFO] - [E:247| 500]: Train Loss:0.0011255, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:13:51,800 - yago11k_both_0.001 - [INFO] - [E:247| 600]: Train Loss:0.001125, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:13:51,801 - yago11k_both_0.001 - [INFO] - [Epoch:247]: Training Loss:0.001125
2023-06-21 08:13:52,018 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 08:14:04,127 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 08:14:16,077 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 247 valid]:
MRR: Tail : 0.40704, Head : 0.23101, Avg : 0.31902
2023-06-21 08:14:16,077 - yago11k_both_0.001 - [INFO] - [Epoch 247]: Training Loss: 0.001125, Valid MRR: 0.32573,
2023-06-21 08:14:16,719 - yago11k_both_0.001 - [INFO] - [E:248| 0]: Train Loss:0.0011166, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:15:20,084 - yago11k_both_0.001 - [INFO] - [E:248| 100]: Train Loss:0.0011236, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:16:23,467 - yago11k_both_0.001 - [INFO] - [E:248| 200]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:17:26,825 - yago11k_both_0.001 - [INFO] - [E:248| 300]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:18:30,187 - yago11k_both_0.001 - [INFO] - [E:248| 400]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:19:33,541 - yago11k_both_0.001 - [INFO] - [E:248| 500]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:20:36,474 - yago11k_both_0.001 - [INFO] - [E:248| 600]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:20:36,475 - yago11k_both_0.001 - [INFO] - [Epoch:248]: Training Loss:0.001125
2023-06-21 08:20:36,689 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 08:20:48,784 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 08:21:00,723 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 248 valid]:
MRR: Tail : 0.4063, Head : 0.23026, Avg : 0.31828
2023-06-21 08:21:00,723 - yago11k_both_0.001 - [INFO] - [Epoch 248]: Training Loss: 0.0011246, Valid MRR: 0.32573,
2023-06-21 08:21:01,365 - yago11k_both_0.001 - [INFO] - [E:249| 0]: Train Loss:0.0011262, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:22:04,716 - yago11k_both_0.001 - [INFO] - [E:249| 100]: Train Loss:0.0011227, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:23:08,049 - yago11k_both_0.001 - [INFO] - [E:249| 200]: Train Loss:0.0011233, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:24:11,412 - yago11k_both_0.001 - [INFO] - [E:249| 300]: Train Loss:0.0011237, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:25:14,769 - yago11k_both_0.001 - [INFO] - [E:249| 400]: Train Loss:0.001124, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:26:18,218 - yago11k_both_0.001 - [INFO] - [E:249| 500]: Train Loss:0.0011244, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:27:21,247 - yago11k_both_0.001 - [INFO] - [E:249| 600]: Train Loss:0.0011244, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:27:21,247 - yago11k_both_0.001 - [INFO] - [Epoch:249]: Training Loss:0.001124
2023-06-21 08:27:21,464 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 08:27:33,568 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 08:27:45,526 - yago11k_both_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
2023-06-21 08:27:45,526 - yago11k_both_0.001 - [INFO] - [Epoch 249]: Training Loss: 0.0011244, Valid MRR: 0.32573,
2023-06-21 08:27:46,171 - yago11k_both_0.001 - [INFO] - [E:250| 0]: Train Loss:0.0011276, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:28:49,596 - yago11k_both_0.001 - [INFO] - [E:250| 100]: Train Loss:0.0011229, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:29:53,064 - yago11k_both_0.001 - [INFO] - [E:250| 200]: Train Loss:0.0011234, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:30:56,552 - yago11k_both_0.001 - [INFO] - [E:250| 300]: Train Loss:0.0011233, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:32:00,029 - yago11k_both_0.001 - [INFO] - [E:250| 400]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:33:03,501 - yago11k_both_0.001 - [INFO] - [E:250| 500]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:34:06,513 - yago11k_both_0.001 - [INFO] - [E:250| 600]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:34:06,513 - yago11k_both_0.001 - [INFO] - [Epoch:250]: Training Loss:0.001125
2023-06-21 08:34:06,729 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 08:34:18,840 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 08:34:30,804 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 250 valid]:
MRR: Tail : 0.41116, Head : 0.23223, Avg : 0.32169
2023-06-21 08:34:30,805 - yago11k_both_0.001 - [INFO] - [Epoch 250]: Training Loss: 0.0011247, Valid MRR: 0.32573,
2023-06-21 08:34:31,443 - yago11k_both_0.001 - [INFO] - [E:251| 0]: Train Loss:0.0011358, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:35:34,906 - yago11k_both_0.001 - [INFO] - [E:251| 100]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:36:38,350 - yago11k_both_0.001 - [INFO] - [E:251| 200]: Train Loss:0.0011245, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:37:41,803 - yago11k_both_0.001 - [INFO] - [E:251| 300]: Train Loss:0.0011241, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:38:45,240 - yago11k_both_0.001 - [INFO] - [E:251| 400]: Train Loss:0.0011248, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:39:48,688 - yago11k_both_0.001 - [INFO] - [E:251| 500]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:40:51,649 - yago11k_both_0.001 - [INFO] - [E:251| 600]: Train Loss:0.0011243, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:40:51,649 - yago11k_both_0.001 - [INFO] - [Epoch:251]: Training Loss:0.001124
2023-06-21 08:40:51,865 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 08:41:03,958 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 08:41:15,915 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 251 valid]:
MRR: Tail : 0.4094, Head : 0.23094, Avg : 0.32017
2023-06-21 08:41:15,915 - yago11k_both_0.001 - [INFO] - [Epoch 251]: Training Loss: 0.0011243, Valid MRR: 0.32573,
2023-06-21 08:41:16,562 - yago11k_both_0.001 - [INFO] - [E:252| 0]: Train Loss:0.0011182, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:42:19,984 - yago11k_both_0.001 - [INFO] - [E:252| 100]: Train Loss:0.0011249, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:43:23,306 - yago11k_both_0.001 - [INFO] - [E:252| 200]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:44:26,723 - yago11k_both_0.001 - [INFO] - [E:252| 300]: Train Loss:0.001124, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:45:30,161 - yago11k_both_0.001 - [INFO] - [E:252| 400]: Train Loss:0.0011245, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:46:33,621 - yago11k_both_0.001 - [INFO] - [E:252| 500]: Train Loss:0.001124, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:47:36,670 - yago11k_both_0.001 - [INFO] - [E:252| 600]: Train Loss:0.0011247, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:47:36,670 - yago11k_both_0.001 - [INFO] - [Epoch:252]: Training Loss:0.001125
2023-06-21 08:47:36,886 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 08:47:48,996 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 08:48:00,947 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 252 valid]:
MRR: Tail : 0.41197, Head : 0.2339, Avg : 0.32293
2023-06-21 08:48:00,947 - yago11k_both_0.001 - [INFO] - [Epoch 252]: Training Loss: 0.0011247, Valid MRR: 0.32573,
2023-06-21 08:48:01,591 - yago11k_both_0.001 - [INFO] - [E:253| 0]: Train Loss:0.0011407, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:49:05,051 - yago11k_both_0.001 - [INFO] - [E:253| 100]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:50:08,485 - yago11k_both_0.001 - [INFO] - [E:253| 200]: Train Loss:0.0011234, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:51:11,947 - yago11k_both_0.001 - [INFO] - [E:253| 300]: Train Loss:0.0011236, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:52:15,405 - yago11k_both_0.001 - [INFO] - [E:253| 400]: Train Loss:0.001124, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:53:18,847 - yago11k_both_0.001 - [INFO] - [E:253| 500]: Train Loss:0.0011246, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:54:21,875 - yago11k_both_0.001 - [INFO] - [E:253| 600]: Train Loss:0.0011245, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:54:21,875 - yago11k_both_0.001 - [INFO] - [Epoch:253]: Training Loss:0.001125
2023-06-21 08:54:22,090 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 08:54:34,208 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 08:54:46,158 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 253 valid]:
MRR: Tail : 0.41787, Head : 0.23195, Avg : 0.32491
2023-06-21 08:54:46,158 - yago11k_both_0.001 - [INFO] - [Epoch 253]: Training Loss: 0.0011245, Valid MRR: 0.32573,
2023-06-21 08:54:46,798 - yago11k_both_0.001 - [INFO] - [E:254| 0]: Train Loss:0.0011088, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:55:50,310 - yago11k_both_0.001 - [INFO] - [E:254| 100]: Train Loss:0.0011199, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:56:53,796 - yago11k_both_0.001 - [INFO] - [E:254| 200]: Train Loss:0.0011231, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:57:57,286 - yago11k_both_0.001 - [INFO] - [E:254| 300]: Train Loss:0.0011236, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 08:59:00,739 - yago11k_both_0.001 - [INFO] - [E:254| 400]: Train Loss:0.0011239, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 09:00:04,234 - yago11k_both_0.001 - [INFO] - [E:254| 500]: Train Loss:0.0011237, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 09:01:07,279 - yago11k_both_0.001 - [INFO] - [E:254| 600]: Train Loss:0.0011242, Val MRR:0.32573, yago11k_both_0.001
2023-06-21 09:01:07,280 - yago11k_both_0.001 - [INFO] - [Epoch:254]: Training Loss:0.001124
2023-06-21 09:01:07,496 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 09:01:19,638 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 09:01:31,611 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 254 valid]:
MRR: Tail : 0.41942, Head : 0.23372, Avg : 0.32657
2023-06-21 09:01:32,565 - yago11k_both_0.001 - [INFO] - [Epoch 254]: Training Loss: 0.0011242, Valid MRR: 0.32657,
2023-06-21 09:01:33,216 - yago11k_both_0.001 - [INFO] - [E:255| 0]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:02:36,599 - yago11k_both_0.001 - [INFO] - [E:255| 100]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:03:39,999 - yago11k_both_0.001 - [INFO] - [E:255| 200]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:04:43,336 - yago11k_both_0.001 - [INFO] - [E:255| 300]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:05:46,706 - yago11k_both_0.001 - [INFO] - [E:255| 400]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:06:50,053 - yago11k_both_0.001 - [INFO] - [E:255| 500]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:07:52,986 - yago11k_both_0.001 - [INFO] - [E:255| 600]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:07:52,986 - yago11k_both_0.001 - [INFO] - [Epoch:255]: Training Loss:0.001124
2023-06-21 09:07:53,203 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 09:08:05,316 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 09:08:17,253 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 255 valid]:
MRR: Tail : 0.41432, Head : 0.23463, Avg : 0.32448
2023-06-21 09:08:17,253 - yago11k_both_0.001 - [INFO] - [Epoch 255]: Training Loss: 0.0011239, Valid MRR: 0.32657,
2023-06-21 09:08:17,890 - yago11k_both_0.001 - [INFO] - [E:256| 0]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:09:21,243 - yago11k_both_0.001 - [INFO] - [E:256| 100]: Train Loss:0.0011241, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:10:24,695 - yago11k_both_0.001 - [INFO] - [E:256| 200]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:11:28,138 - yago11k_both_0.001 - [INFO] - [E:256| 300]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:12:31,517 - yago11k_both_0.001 - [INFO] - [E:256| 400]: Train Loss:0.0011241, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:13:34,911 - yago11k_both_0.001 - [INFO] - [E:256| 500]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:14:37,868 - yago11k_both_0.001 - [INFO] - [E:256| 600]: Train Loss:0.0011241, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:14:37,869 - yago11k_both_0.001 - [INFO] - [Epoch:256]: Training Loss:0.001124
2023-06-21 09:14:38,083 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 09:14:50,201 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 09:15:02,138 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 256 valid]:
MRR: Tail : 0.41467, Head : 0.23187, Avg : 0.32327
2023-06-21 09:15:02,138 - yago11k_both_0.001 - [INFO] - [Epoch 256]: Training Loss: 0.0011241, Valid MRR: 0.32657,
2023-06-21 09:15:02,776 - yago11k_both_0.001 - [INFO] - [E:257| 0]: Train Loss:0.0011481, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:16:06,160 - yago11k_both_0.001 - [INFO] - [E:257| 100]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:17:09,678 - yago11k_both_0.001 - [INFO] - [E:257| 200]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:18:13,219 - yago11k_both_0.001 - [INFO] - [E:257| 300]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:19:16,715 - yago11k_both_0.001 - [INFO] - [E:257| 400]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:20:21,458 - yago11k_both_0.001 - [INFO] - [E:257| 500]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:21:25,910 - yago11k_both_0.001 - [INFO] - [E:257| 600]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:21:25,913 - yago11k_both_0.001 - [INFO] - [Epoch:257]: Training Loss:0.001123
2023-06-21 09:21:26,145 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 09:21:38,720 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 09:21:51,180 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 257 valid]:
MRR: Tail : 0.41322, Head : 0.23249, Avg : 0.32286
2023-06-21 09:21:51,181 - yago11k_both_0.001 - [INFO] - [Epoch 257]: Training Loss: 0.0011235, Valid MRR: 0.32657,
2023-06-21 09:21:51,853 - yago11k_both_0.001 - [INFO] - [E:258| 0]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:22:56,837 - yago11k_both_0.001 - [INFO] - [E:258| 100]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:24:01,837 - yago11k_both_0.001 - [INFO] - [E:258| 200]: Train Loss:0.0011243, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:25:06,758 - yago11k_both_0.001 - [INFO] - [E:258| 300]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:26:11,791 - yago11k_both_0.001 - [INFO] - [E:258| 400]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:27:16,538 - yago11k_both_0.001 - [INFO] - [E:258| 500]: Train Loss:0.0011243, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:28:21,192 - yago11k_both_0.001 - [INFO] - [E:258| 600]: Train Loss:0.0011242, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:28:21,193 - yago11k_both_0.001 - [INFO] - [Epoch:258]: Training Loss:0.001124
2023-06-21 09:28:21,417 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 09:28:33,945 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 09:28:46,539 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 258 valid]:
MRR: Tail : 0.41469, Head : 0.23321, Avg : 0.32395
2023-06-21 09:28:46,539 - yago11k_both_0.001 - [INFO] - [Epoch 258]: Training Loss: 0.0011242, Valid MRR: 0.32657,
2023-06-21 09:28:47,201 - yago11k_both_0.001 - [INFO] - [E:259| 0]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:29:52,228 - yago11k_both_0.001 - [INFO] - [E:259| 100]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:30:57,229 - yago11k_both_0.001 - [INFO] - [E:259| 200]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:32:02,289 - yago11k_both_0.001 - [INFO] - [E:259| 300]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:33:07,469 - yago11k_both_0.001 - [INFO] - [E:259| 400]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:34:12,596 - yago11k_both_0.001 - [INFO] - [E:259| 500]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:35:17,283 - yago11k_both_0.001 - [INFO] - [E:259| 600]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:35:17,283 - yago11k_both_0.001 - [INFO] - [Epoch:259]: Training Loss:0.001124
2023-06-21 09:35:17,511 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 09:35:30,072 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 09:35:42,414 - yago11k_both_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
2023-06-21 09:35:42,415 - yago11k_both_0.001 - [INFO] - [Epoch 259]: Training Loss: 0.0011235, Valid MRR: 0.32657,
2023-06-21 09:35:43,055 - yago11k_both_0.001 - [INFO] - [E:260| 0]: Train Loss:0.0011662, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:36:48,241 - yago11k_both_0.001 - [INFO] - [E:260| 100]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:37:53,512 - yago11k_both_0.001 - [INFO] - [E:260| 200]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:38:58,787 - yago11k_both_0.001 - [INFO] - [E:260| 300]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:40:04,055 - yago11k_both_0.001 - [INFO] - [E:260| 400]: Train Loss:0.0011237, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:41:09,228 - yago11k_both_0.001 - [INFO] - [E:260| 500]: Train Loss:0.0011237, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:42:14,046 - yago11k_both_0.001 - [INFO] - [E:260| 600]: Train Loss:0.0011243, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:42:14,046 - yago11k_both_0.001 - [INFO] - [Epoch:260]: Training Loss:0.001124
2023-06-21 09:42:14,275 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 09:42:26,825 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 09:42:39,295 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 260 valid]:
MRR: Tail : 0.41202, Head : 0.2334, Avg : 0.32271
2023-06-21 09:42:39,295 - yago11k_both_0.001 - [INFO] - [Epoch 260]: Training Loss: 0.0011243, Valid MRR: 0.32657,
2023-06-21 09:42:39,968 - yago11k_both_0.001 - [INFO] - [E:261| 0]: Train Loss:0.0011375, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:43:45,198 - yago11k_both_0.001 - [INFO] - [E:261| 100]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:44:50,257 - yago11k_both_0.001 - [INFO] - [E:261| 200]: Train Loss:0.0011227, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:45:54,923 - yago11k_both_0.001 - [INFO] - [E:261| 300]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:46:58,507 - yago11k_both_0.001 - [INFO] - [E:261| 400]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:48:02,080 - yago11k_both_0.001 - [INFO] - [E:261| 500]: Train Loss:0.0011237, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:49:05,220 - yago11k_both_0.001 - [INFO] - [E:261| 600]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:49:05,221 - yago11k_both_0.001 - [INFO] - [Epoch:261]: Training Loss:0.001124
2023-06-21 09:49:05,437 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 09:49:17,571 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 09:49:29,563 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 261 valid]:
MRR: Tail : 0.41463, Head : 0.23719, Avg : 0.32591
2023-06-21 09:49:29,563 - yago11k_both_0.001 - [INFO] - [Epoch 261]: Training Loss: 0.0011239, Valid MRR: 0.32657,
2023-06-21 09:49:30,204 - yago11k_both_0.001 - [INFO] - [E:262| 0]: Train Loss:0.0011062, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:50:33,764 - yago11k_both_0.001 - [INFO] - [E:262| 100]: Train Loss:0.001123, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:51:37,314 - yago11k_both_0.001 - [INFO] - [E:262| 200]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:52:40,875 - yago11k_both_0.001 - [INFO] - [E:262| 300]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:53:44,436 - yago11k_both_0.001 - [INFO] - [E:262| 400]: Train Loss:0.0011239, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:54:47,997 - yago11k_both_0.001 - [INFO] - [E:262| 500]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:55:51,126 - yago11k_both_0.001 - [INFO] - [E:262| 600]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:55:51,127 - yago11k_both_0.001 - [INFO] - [Epoch:262]: Training Loss:0.001124
2023-06-21 09:55:51,342 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 09:56:03,475 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 09:56:15,449 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 262 valid]:
MRR: Tail : 0.41134, Head : 0.23344, Avg : 0.32239
2023-06-21 09:56:15,450 - yago11k_both_0.001 - [INFO] - [Epoch 262]: Training Loss: 0.0011238, Valid MRR: 0.32657,
2023-06-21 09:56:16,088 - yago11k_both_0.001 - [INFO] - [E:263| 0]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:57:19,661 - yago11k_both_0.001 - [INFO] - [E:263| 100]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:58:23,212 - yago11k_both_0.001 - [INFO] - [E:263| 200]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 09:59:26,765 - yago11k_both_0.001 - [INFO] - [E:263| 300]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:00:30,309 - yago11k_both_0.001 - [INFO] - [E:263| 400]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:01:33,849 - yago11k_both_0.001 - [INFO] - [E:263| 500]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:02:36,979 - yago11k_both_0.001 - [INFO] - [E:263| 600]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:02:36,979 - yago11k_both_0.001 - [INFO] - [Epoch:263]: Training Loss:0.001123
2023-06-21 10:02:37,195 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 10:02:49,324 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 10:03:01,287 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 263 valid]:
MRR: Tail : 0.40638, Head : 0.23121, Avg : 0.3188
2023-06-21 10:03:01,287 - yago11k_both_0.001 - [INFO] - [Epoch 263]: Training Loss: 0.0011233, Valid MRR: 0.32657,
2023-06-21 10:03:01,927 - yago11k_both_0.001 - [INFO] - [E:264| 0]: Train Loss:0.0010988, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:04:05,462 - yago11k_both_0.001 - [INFO] - [E:264| 100]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:05:09,037 - yago11k_both_0.001 - [INFO] - [E:264| 200]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:06:12,660 - yago11k_both_0.001 - [INFO] - [E:264| 300]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:07:16,246 - yago11k_both_0.001 - [INFO] - [E:264| 400]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:08:19,804 - yago11k_both_0.001 - [INFO] - [E:264| 500]: Train Loss:0.001123, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:09:22,954 - yago11k_both_0.001 - [INFO] - [E:264| 600]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:09:22,954 - yago11k_both_0.001 - [INFO] - [Epoch:264]: Training Loss:0.001123
2023-06-21 10:09:23,171 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 10:09:35,325 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 10:09:47,303 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 264 valid]:
MRR: Tail : 0.4107, Head : 0.23042, Avg : 0.32056
2023-06-21 10:09:47,303 - yago11k_both_0.001 - [INFO] - [Epoch 264]: Training Loss: 0.0011232, Valid MRR: 0.32657,
2023-06-21 10:09:47,942 - yago11k_both_0.001 - [INFO] - [E:265| 0]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:10:51,554 - yago11k_both_0.001 - [INFO] - [E:265| 100]: Train Loss:0.0011227, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:11:55,171 - yago11k_both_0.001 - [INFO] - [E:265| 200]: Train Loss:0.0011238, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:12:58,779 - yago11k_both_0.001 - [INFO] - [E:265| 300]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:14:02,291 - yago11k_both_0.001 - [INFO] - [E:265| 400]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:15:05,738 - yago11k_both_0.001 - [INFO] - [E:265| 500]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:16:08,707 - yago11k_both_0.001 - [INFO] - [E:265| 600]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:16:08,707 - yago11k_both_0.001 - [INFO] - [Epoch:265]: Training Loss:0.001123
2023-06-21 10:16:08,923 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 10:16:21,026 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 10:16:32,954 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 265 valid]:
MRR: Tail : 0.40849, Head : 0.23309, Avg : 0.32079
2023-06-21 10:16:32,954 - yago11k_both_0.001 - [INFO] - [Epoch 265]: Training Loss: 0.0011235, Valid MRR: 0.32657,
2023-06-21 10:16:33,591 - yago11k_both_0.001 - [INFO] - [E:266| 0]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:17:36,943 - yago11k_both_0.001 - [INFO] - [E:266| 100]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:18:40,247 - yago11k_both_0.001 - [INFO] - [E:266| 200]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:19:43,541 - yago11k_both_0.001 - [INFO] - [E:266| 300]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:20:46,802 - yago11k_both_0.001 - [INFO] - [E:266| 400]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:21:50,028 - yago11k_both_0.001 - [INFO] - [E:266| 500]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:22:52,787 - yago11k_both_0.001 - [INFO] - [E:266| 600]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:22:52,787 - yago11k_both_0.001 - [INFO] - [Epoch:266]: Training Loss:0.001123
2023-06-21 10:22:53,003 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 10:23:05,066 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 10:23:16,962 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 266 valid]:
MRR: Tail : 0.4117, Head : 0.23069, Avg : 0.3212
2023-06-21 10:23:16,962 - yago11k_both_0.001 - [INFO] - [Epoch 266]: Training Loss: 0.0011234, Valid MRR: 0.32657,
2023-06-21 10:23:17,605 - yago11k_both_0.001 - [INFO] - [E:267| 0]: Train Loss:0.0011088, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:24:20,781 - yago11k_both_0.001 - [INFO] - [E:267| 100]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:25:23,918 - yago11k_both_0.001 - [INFO] - [E:267| 200]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:26:27,062 - yago11k_both_0.001 - [INFO] - [E:267| 300]: Train Loss:0.001123, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:27:30,193 - yago11k_both_0.001 - [INFO] - [E:267| 400]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:28:33,274 - yago11k_both_0.001 - [INFO] - [E:267| 500]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:29:35,928 - yago11k_both_0.001 - [INFO] - [E:267| 600]: Train Loss:0.0011236, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:29:35,928 - yago11k_both_0.001 - [INFO] - [Epoch:267]: Training Loss:0.001124
2023-06-21 10:29:36,142 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 10:29:48,192 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 10:30:00,073 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 267 valid]:
MRR: Tail : 0.40667, Head : 0.23054, Avg : 0.31861
2023-06-21 10:30:00,073 - yago11k_both_0.001 - [INFO] - [Epoch 267]: Training Loss: 0.0011236, Valid MRR: 0.32657,
2023-06-21 10:30:00,709 - yago11k_both_0.001 - [INFO] - [E:268| 0]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:31:03,831 - yago11k_both_0.001 - [INFO] - [E:268| 100]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:32:06,942 - yago11k_both_0.001 - [INFO] - [E:268| 200]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:33:10,042 - yago11k_both_0.001 - [INFO] - [E:268| 300]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:34:13,146 - yago11k_both_0.001 - [INFO] - [E:268| 400]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:35:16,239 - yago11k_both_0.001 - [INFO] - [E:268| 500]: Train Loss:0.0011227, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:36:18,902 - yago11k_both_0.001 - [INFO] - [E:268| 600]: Train Loss:0.0011234, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:36:18,902 - yago11k_both_0.001 - [INFO] - [Epoch:268]: Training Loss:0.001123
2023-06-21 10:36:19,117 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 10:36:31,168 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 10:36:43,046 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 268 valid]:
MRR: Tail : 0.4123, Head : 0.2313, Avg : 0.3218
2023-06-21 10:36:43,046 - yago11k_both_0.001 - [INFO] - [Epoch 268]: Training Loss: 0.0011234, Valid MRR: 0.32657,
2023-06-21 10:36:43,690 - yago11k_both_0.001 - [INFO] - [E:269| 0]: Train Loss:0.0011045, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:37:46,782 - yago11k_both_0.001 - [INFO] - [E:269| 100]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:38:49,873 - yago11k_both_0.001 - [INFO] - [E:269| 200]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:39:52,960 - yago11k_both_0.001 - [INFO] - [E:269| 300]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:40:56,059 - yago11k_both_0.001 - [INFO] - [E:269| 400]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:41:59,234 - yago11k_both_0.001 - [INFO] - [E:269| 500]: Train Loss:0.001123, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:43:01,882 - yago11k_both_0.001 - [INFO] - [E:269| 600]: Train Loss:0.0011232, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:43:01,882 - yago11k_both_0.001 - [INFO] - [Epoch:269]: Training Loss:0.001123
2023-06-21 10:43:02,097 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 10:43:14,156 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 10:43:26,043 - yago11k_both_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
2023-06-21 10:43:26,044 - yago11k_both_0.001 - [INFO] - [Epoch 269]: Training Loss: 0.0011232, Valid MRR: 0.32657,
2023-06-21 10:43:26,679 - yago11k_both_0.001 - [INFO] - [E:270| 0]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:44:29,809 - yago11k_both_0.001 - [INFO] - [E:270| 100]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:45:32,894 - yago11k_both_0.001 - [INFO] - [E:270| 200]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:46:35,972 - yago11k_both_0.001 - [INFO] - [E:270| 300]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:47:39,030 - yago11k_both_0.001 - [INFO] - [E:270| 400]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:48:42,125 - yago11k_both_0.001 - [INFO] - [E:270| 500]: Train Loss:0.001123, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:49:44,760 - yago11k_both_0.001 - [INFO] - [E:270| 600]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:49:44,761 - yago11k_both_0.001 - [INFO] - [Epoch:270]: Training Loss:0.001123
2023-06-21 10:49:44,975 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 10:49:57,029 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 10:50:08,912 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 270 valid]:
MRR: Tail : 0.41459, Head : 0.23375, Avg : 0.32417
2023-06-21 10:50:08,912 - yago11k_both_0.001 - [INFO] - [Epoch 270]: Training Loss: 0.0011229, Valid MRR: 0.32657,
2023-06-21 10:50:09,548 - yago11k_both_0.001 - [INFO] - [E:271| 0]: Train Loss:0.00112, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:51:12,628 - yago11k_both_0.001 - [INFO] - [E:271| 100]: Train Loss:0.0011235, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:52:15,707 - yago11k_both_0.001 - [INFO] - [E:271| 200]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:53:18,759 - yago11k_both_0.001 - [INFO] - [E:271| 300]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:54:21,829 - yago11k_both_0.001 - [INFO] - [E:271| 400]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:55:24,906 - yago11k_both_0.001 - [INFO] - [E:271| 500]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:56:27,537 - yago11k_both_0.001 - [INFO] - [E:271| 600]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:56:27,537 - yago11k_both_0.001 - [INFO] - [Epoch:271]: Training Loss:0.001123
2023-06-21 10:56:27,752 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 10:56:39,804 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 10:56:51,678 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 271 valid]:
MRR: Tail : 0.41233, Head : 0.23438, Avg : 0.32336
2023-06-21 10:56:51,678 - yago11k_both_0.001 - [INFO] - [Epoch 271]: Training Loss: 0.0011226, Valid MRR: 0.32657,
2023-06-21 10:56:52,314 - yago11k_both_0.001 - [INFO] - [E:272| 0]: Train Loss:0.0011426, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:57:55,381 - yago11k_both_0.001 - [INFO] - [E:272| 100]: Train Loss:0.0011218, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 10:58:58,411 - yago11k_both_0.001 - [INFO] - [E:272| 200]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:00:01,448 - yago11k_both_0.001 - [INFO] - [E:272| 300]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:01:04,505 - yago11k_both_0.001 - [INFO] - [E:272| 400]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:02:07,566 - yago11k_both_0.001 - [INFO] - [E:272| 500]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:03:10,206 - yago11k_both_0.001 - [INFO] - [E:272| 600]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:03:10,206 - yago11k_both_0.001 - [INFO] - [Epoch:272]: Training Loss:0.001122
2023-06-21 11:03:10,422 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 11:03:22,475 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 11:03:34,351 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 272 valid]:
MRR: Tail : 0.40959, Head : 0.23674, Avg : 0.32316
2023-06-21 11:03:34,352 - yago11k_both_0.001 - [INFO] - [Epoch 272]: Training Loss: 0.0011223, Valid MRR: 0.32657,
2023-06-21 11:03:34,987 - yago11k_both_0.001 - [INFO] - [E:273| 0]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:04:38,075 - yago11k_both_0.001 - [INFO] - [E:273| 100]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:05:41,119 - yago11k_both_0.001 - [INFO] - [E:273| 200]: Train Loss:0.001121, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:06:44,210 - yago11k_both_0.001 - [INFO] - [E:273| 300]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:07:47,261 - yago11k_both_0.001 - [INFO] - [E:273| 400]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:08:50,318 - yago11k_both_0.001 - [INFO] - [E:273| 500]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:09:52,921 - yago11k_both_0.001 - [INFO] - [E:273| 600]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:09:52,921 - yago11k_both_0.001 - [INFO] - [Epoch:273]: Training Loss:0.001123
2023-06-21 11:09:53,136 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 11:10:05,178 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 11:10:17,046 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 273 valid]:
MRR: Tail : 0.41047, Head : 0.23477, Avg : 0.32262
2023-06-21 11:10:17,046 - yago11k_both_0.001 - [INFO] - [Epoch 273]: Training Loss: 0.0011225, Valid MRR: 0.32657,
2023-06-21 11:10:17,682 - yago11k_both_0.001 - [INFO] - [E:274| 0]: Train Loss:0.0011824, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:11:20,729 - yago11k_both_0.001 - [INFO] - [E:274| 100]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:12:23,791 - yago11k_both_0.001 - [INFO] - [E:274| 200]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:13:26,828 - yago11k_both_0.001 - [INFO] - [E:274| 300]: Train Loss:0.0011227, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:14:29,835 - yago11k_both_0.001 - [INFO] - [E:274| 400]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:15:32,837 - yago11k_both_0.001 - [INFO] - [E:274| 500]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:16:35,453 - yago11k_both_0.001 - [INFO] - [E:274| 600]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:16:35,453 - yago11k_both_0.001 - [INFO] - [Epoch:274]: Training Loss:0.001123
2023-06-21 11:16:35,667 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 11:16:47,711 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 11:16:59,580 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 274 valid]:
MRR: Tail : 0.40982, Head : 0.23079, Avg : 0.32031
2023-06-21 11:16:59,580 - yago11k_both_0.001 - [INFO] - [Epoch 274]: Training Loss: 0.0011225, Valid MRR: 0.32657,
2023-06-21 11:17:00,216 - yago11k_both_0.001 - [INFO] - [E:275| 0]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:18:03,215 - yago11k_both_0.001 - [INFO] - [E:275| 100]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:19:06,282 - yago11k_both_0.001 - [INFO] - [E:275| 200]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:20:09,320 - yago11k_both_0.001 - [INFO] - [E:275| 300]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:21:12,382 - yago11k_both_0.001 - [INFO] - [E:275| 400]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:22:15,379 - yago11k_both_0.001 - [INFO] - [E:275| 500]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:23:17,955 - yago11k_both_0.001 - [INFO] - [E:275| 600]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:23:17,956 - yago11k_both_0.001 - [INFO] - [Epoch:275]: Training Loss:0.001122
2023-06-21 11:23:18,169 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 11:23:30,216 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 11:23:42,098 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 275 valid]:
MRR: Tail : 0.40812, Head : 0.23301, Avg : 0.32057
2023-06-21 11:23:42,098 - yago11k_both_0.001 - [INFO] - [Epoch 275]: Training Loss: 0.0011223, Valid MRR: 0.32657,
2023-06-21 11:23:42,740 - yago11k_both_0.001 - [INFO] - [E:276| 0]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:24:45,755 - yago11k_both_0.001 - [INFO] - [E:276| 100]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:25:48,795 - yago11k_both_0.001 - [INFO] - [E:276| 200]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:26:51,821 - yago11k_both_0.001 - [INFO] - [E:276| 300]: Train Loss:0.0011218, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:27:54,810 - yago11k_both_0.001 - [INFO] - [E:276| 400]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:28:57,801 - yago11k_both_0.001 - [INFO] - [E:276| 500]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:30:00,377 - yago11k_both_0.001 - [INFO] - [E:276| 600]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:30:00,377 - yago11k_both_0.001 - [INFO] - [Epoch:276]: Training Loss:0.001122
2023-06-21 11:30:00,592 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 11:30:12,629 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 11:30:24,500 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 276 valid]:
MRR: Tail : 0.40797, Head : 0.23482, Avg : 0.32139
2023-06-21 11:30:24,500 - yago11k_both_0.001 - [INFO] - [Epoch 276]: Training Loss: 0.0011222, Valid MRR: 0.32657,
2023-06-21 11:30:25,142 - yago11k_both_0.001 - [INFO] - [E:277| 0]: Train Loss:0.0011055, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:31:28,131 - yago11k_both_0.001 - [INFO] - [E:277| 100]: Train Loss:0.0011242, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:32:31,137 - yago11k_both_0.001 - [INFO] - [E:277| 200]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:33:34,127 - yago11k_both_0.001 - [INFO] - [E:277| 300]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:34:37,129 - yago11k_both_0.001 - [INFO] - [E:277| 400]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:35:40,139 - yago11k_both_0.001 - [INFO] - [E:277| 500]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:36:42,710 - yago11k_both_0.001 - [INFO] - [E:277| 600]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:36:42,710 - yago11k_both_0.001 - [INFO] - [Epoch:277]: Training Loss:0.001122
2023-06-21 11:36:42,924 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 11:36:54,970 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 11:37:06,837 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 277 valid]:
MRR: Tail : 0.41127, Head : 0.23458, Avg : 0.32293
2023-06-21 11:37:06,837 - yago11k_both_0.001 - [INFO] - [Epoch 277]: Training Loss: 0.0011221, Valid MRR: 0.32657,
2023-06-21 11:37:07,473 - yago11k_both_0.001 - [INFO] - [E:278| 0]: Train Loss:0.001127, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:38:10,453 - yago11k_both_0.001 - [INFO] - [E:278| 100]: Train Loss:0.00112, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:39:13,474 - yago11k_both_0.001 - [INFO] - [E:278| 200]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:40:16,485 - yago11k_both_0.001 - [INFO] - [E:278| 300]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:41:19,473 - yago11k_both_0.001 - [INFO] - [E:278| 400]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:42:22,465 - yago11k_both_0.001 - [INFO] - [E:278| 500]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:43:25,024 - yago11k_both_0.001 - [INFO] - [E:278| 600]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:43:25,025 - yago11k_both_0.001 - [INFO] - [Epoch:278]: Training Loss:0.001122
2023-06-21 11:43:25,239 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 11:43:37,280 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 11:43:49,152 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 278 valid]:
MRR: Tail : 0.41008, Head : 0.23056, Avg : 0.32032
2023-06-21 11:43:49,152 - yago11k_both_0.001 - [INFO] - [Epoch 278]: Training Loss: 0.0011222, Valid MRR: 0.32657,
2023-06-21 11:43:49,787 - yago11k_both_0.001 - [INFO] - [E:279| 0]: Train Loss:0.0011045, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:44:52,796 - yago11k_both_0.001 - [INFO] - [E:279| 100]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:45:55,782 - yago11k_both_0.001 - [INFO] - [E:279| 200]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:46:58,792 - yago11k_both_0.001 - [INFO] - [E:279| 300]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:48:01,770 - yago11k_both_0.001 - [INFO] - [E:279| 400]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:49:04,754 - yago11k_both_0.001 - [INFO] - [E:279| 500]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:50:07,319 - yago11k_both_0.001 - [INFO] - [E:279| 600]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:50:07,319 - yago11k_both_0.001 - [INFO] - [Epoch:279]: Training Loss:0.001122
2023-06-21 11:50:07,533 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 11:50:19,566 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 11:50:31,440 - yago11k_both_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
2023-06-21 11:50:31,440 - yago11k_both_0.001 - [INFO] - [Epoch 279]: Training Loss: 0.001122, Valid MRR: 0.32657,
2023-06-21 11:50:32,076 - yago11k_both_0.001 - [INFO] - [E:280| 0]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:51:35,093 - yago11k_both_0.001 - [INFO] - [E:280| 100]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:52:38,093 - yago11k_both_0.001 - [INFO] - [E:280| 200]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:53:41,087 - yago11k_both_0.001 - [INFO] - [E:280| 300]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:54:44,062 - yago11k_both_0.001 - [INFO] - [E:280| 400]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:55:47,073 - yago11k_both_0.001 - [INFO] - [E:280| 500]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:56:49,632 - yago11k_both_0.001 - [INFO] - [E:280| 600]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:56:49,633 - yago11k_both_0.001 - [INFO] - [Epoch:280]: Training Loss:0.001122
2023-06-21 11:56:49,848 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 11:57:01,884 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 11:57:13,749 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 280 valid]:
MRR: Tail : 0.41221, Head : 0.23205, Avg : 0.32213
2023-06-21 11:57:13,749 - yago11k_both_0.001 - [INFO] - [Epoch 280]: Training Loss: 0.0011222, Valid MRR: 0.32657,
2023-06-21 11:57:14,382 - yago11k_both_0.001 - [INFO] - [E:281| 0]: Train Loss:0.0011288, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:58:17,366 - yago11k_both_0.001 - [INFO] - [E:281| 100]: Train Loss:0.00112, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 11:59:20,358 - yago11k_both_0.001 - [INFO] - [E:281| 200]: Train Loss:0.00112, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:00:23,354 - yago11k_both_0.001 - [INFO] - [E:281| 300]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:01:26,335 - yago11k_both_0.001 - [INFO] - [E:281| 400]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:02:29,331 - yago11k_both_0.001 - [INFO] - [E:281| 500]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:03:31,898 - yago11k_both_0.001 - [INFO] - [E:281| 600]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:03:31,899 - yago11k_both_0.001 - [INFO] - [Epoch:281]: Training Loss:0.001122
2023-06-21 12:03:32,113 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 12:03:44,153 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 12:03:56,016 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 281 valid]:
MRR: Tail : 0.41477, Head : 0.23237, Avg : 0.32357
2023-06-21 12:03:56,017 - yago11k_both_0.001 - [INFO] - [Epoch 281]: Training Loss: 0.001122, Valid MRR: 0.32657,
2023-06-21 12:03:56,650 - yago11k_both_0.001 - [INFO] - [E:282| 0]: Train Loss:0.0011604, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:04:59,645 - yago11k_both_0.001 - [INFO] - [E:282| 100]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:06:02,643 - yago11k_both_0.001 - [INFO] - [E:282| 200]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:07:05,639 - yago11k_both_0.001 - [INFO] - [E:282| 300]: Train Loss:0.001121, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:08:08,610 - yago11k_both_0.001 - [INFO] - [E:282| 400]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:09:11,611 - yago11k_both_0.001 - [INFO] - [E:282| 500]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:10:14,170 - yago11k_both_0.001 - [INFO] - [E:282| 600]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:10:14,170 - yago11k_both_0.001 - [INFO] - [Epoch:282]: Training Loss:0.001122
2023-06-21 12:10:14,386 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 12:10:26,426 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 12:10:38,297 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 282 valid]:
MRR: Tail : 0.4107, Head : 0.23049, Avg : 0.3206
2023-06-21 12:10:38,297 - yago11k_both_0.001 - [INFO] - [Epoch 282]: Training Loss: 0.0011221, Valid MRR: 0.32657,
2023-06-21 12:10:38,933 - yago11k_both_0.001 - [INFO] - [E:283| 0]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:11:41,916 - yago11k_both_0.001 - [INFO] - [E:283| 100]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:12:44,924 - yago11k_both_0.001 - [INFO] - [E:283| 200]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:13:47,909 - yago11k_both_0.001 - [INFO] - [E:283| 300]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:14:50,888 - yago11k_both_0.001 - [INFO] - [E:283| 400]: Train Loss:0.0011229, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:15:53,904 - yago11k_both_0.001 - [INFO] - [E:283| 500]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:16:56,471 - yago11k_both_0.001 - [INFO] - [E:283| 600]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:16:56,472 - yago11k_both_0.001 - [INFO] - [Epoch:283]: Training Loss:0.001122
2023-06-21 12:16:56,686 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 12:17:08,733 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 12:17:20,602 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 283 valid]:
MRR: Tail : 0.41047, Head : 0.22878, Avg : 0.31963
2023-06-21 12:17:20,602 - yago11k_both_0.001 - [INFO] - [Epoch 283]: Training Loss: 0.0011221, Valid MRR: 0.32657,
2023-06-21 12:17:21,237 - yago11k_both_0.001 - [INFO] - [E:284| 0]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:18:24,237 - yago11k_both_0.001 - [INFO] - [E:284| 100]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:19:27,255 - yago11k_both_0.001 - [INFO] - [E:284| 200]: Train Loss:0.001121, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:20:30,245 - yago11k_both_0.001 - [INFO] - [E:284| 300]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:21:33,217 - yago11k_both_0.001 - [INFO] - [E:284| 400]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:22:36,217 - yago11k_both_0.001 - [INFO] - [E:284| 500]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:23:38,790 - yago11k_both_0.001 - [INFO] - [E:284| 600]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:23:38,791 - yago11k_both_0.001 - [INFO] - [Epoch:284]: Training Loss:0.001122
2023-06-21 12:23:39,006 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 12:23:51,041 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 12:24:02,907 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 284 valid]:
MRR: Tail : 0.4122, Head : 0.23042, Avg : 0.32131
2023-06-21 12:24:02,907 - yago11k_both_0.001 - [INFO] - [Epoch 284]: Training Loss: 0.0011217, Valid MRR: 0.32657,
2023-06-21 12:24:03,543 - yago11k_both_0.001 - [INFO] - [E:285| 0]: Train Loss:0.0011292, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:25:06,529 - yago11k_both_0.001 - [INFO] - [E:285| 100]: Train Loss:0.0011268, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:26:09,517 - yago11k_both_0.001 - [INFO] - [E:285| 200]: Train Loss:0.0011245, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:27:12,502 - yago11k_both_0.001 - [INFO] - [E:285| 300]: Train Loss:0.0011231, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:28:15,487 - yago11k_both_0.001 - [INFO] - [E:285| 400]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:29:18,467 - yago11k_both_0.001 - [INFO] - [E:285| 500]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:30:21,023 - yago11k_both_0.001 - [INFO] - [E:285| 600]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:30:21,024 - yago11k_both_0.001 - [INFO] - [Epoch:285]: Training Loss:0.001122
2023-06-21 12:30:21,237 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 12:30:33,267 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 12:30:45,127 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 285 valid]:
MRR: Tail : 0.40788, Head : 0.23228, Avg : 0.32008
2023-06-21 12:30:45,128 - yago11k_both_0.001 - [INFO] - [Epoch 285]: Training Loss: 0.001122, Valid MRR: 0.32657,
2023-06-21 12:30:45,765 - yago11k_both_0.001 - [INFO] - [E:286| 0]: Train Loss:0.0011468, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:31:48,750 - yago11k_both_0.001 - [INFO] - [E:286| 100]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:32:51,739 - yago11k_both_0.001 - [INFO] - [E:286| 200]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:33:54,690 - yago11k_both_0.001 - [INFO] - [E:286| 300]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:34:57,670 - yago11k_both_0.001 - [INFO] - [E:286| 400]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:36:00,650 - yago11k_both_0.001 - [INFO] - [E:286| 500]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:37:03,206 - yago11k_both_0.001 - [INFO] - [E:286| 600]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:37:03,207 - yago11k_both_0.001 - [INFO] - [Epoch:286]: Training Loss:0.001122
2023-06-21 12:37:03,420 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 12:37:15,453 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 12:37:27,327 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 286 valid]:
MRR: Tail : 0.40835, Head : 0.22968, Avg : 0.31902
2023-06-21 12:37:27,327 - yago11k_both_0.001 - [INFO] - [Epoch 286]: Training Loss: 0.0011215, Valid MRR: 0.32657,
2023-06-21 12:37:27,960 - yago11k_both_0.001 - [INFO] - [E:287| 0]: Train Loss:0.0011463, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:38:30,931 - yago11k_both_0.001 - [INFO] - [E:287| 100]: Train Loss:0.0011223, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:39:33,915 - yago11k_both_0.001 - [INFO] - [E:287| 200]: Train Loss:0.001121, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:40:36,892 - yago11k_both_0.001 - [INFO] - [E:287| 300]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:41:39,882 - yago11k_both_0.001 - [INFO] - [E:287| 400]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:42:42,868 - yago11k_both_0.001 - [INFO] - [E:287| 500]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:43:45,424 - yago11k_both_0.001 - [INFO] - [E:287| 600]: Train Loss:0.0011222, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:43:45,425 - yago11k_both_0.001 - [INFO] - [Epoch:287]: Training Loss:0.001122
2023-06-21 12:43:45,638 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 12:43:57,671 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 12:44:09,538 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 287 valid]:
MRR: Tail : 0.41037, Head : 0.22984, Avg : 0.3201
2023-06-21 12:44:09,538 - yago11k_both_0.001 - [INFO] - [Epoch 287]: Training Loss: 0.0011222, Valid MRR: 0.32657,
2023-06-21 12:44:10,173 - yago11k_both_0.001 - [INFO] - [E:288| 0]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:45:13,160 - yago11k_both_0.001 - [INFO] - [E:288| 100]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:46:16,129 - yago11k_both_0.001 - [INFO] - [E:288| 200]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:47:19,123 - yago11k_both_0.001 - [INFO] - [E:288| 300]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:48:22,109 - yago11k_both_0.001 - [INFO] - [E:288| 400]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:49:25,068 - yago11k_both_0.001 - [INFO] - [E:288| 500]: Train Loss:0.0011218, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:50:27,624 - yago11k_both_0.001 - [INFO] - [E:288| 600]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:50:27,625 - yago11k_both_0.001 - [INFO] - [Epoch:288]: Training Loss:0.001121
2023-06-21 12:50:27,840 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 12:50:39,865 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 12:50:51,730 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 288 valid]:
MRR: Tail : 0.41334, Head : 0.23308, Avg : 0.32321
2023-06-21 12:50:51,730 - yago11k_both_0.001 - [INFO] - [Epoch 288]: Training Loss: 0.0011215, Valid MRR: 0.32657,
2023-06-21 12:50:52,367 - yago11k_both_0.001 - [INFO] - [E:289| 0]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:51:55,346 - yago11k_both_0.001 - [INFO] - [E:289| 100]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:52:58,295 - yago11k_both_0.001 - [INFO] - [E:289| 200]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:54:01,280 - yago11k_both_0.001 - [INFO] - [E:289| 300]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:55:04,253 - yago11k_both_0.001 - [INFO] - [E:289| 400]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:56:07,235 - yago11k_both_0.001 - [INFO] - [E:289| 500]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:57:09,785 - yago11k_both_0.001 - [INFO] - [E:289| 600]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:57:09,785 - yago11k_both_0.001 - [INFO] - [Epoch:289]: Training Loss:0.001121
2023-06-21 12:57:10,000 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 12:57:22,033 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 12:57:33,901 - yago11k_both_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
2023-06-21 12:57:33,901 - yago11k_both_0.001 - [INFO] - [Epoch 289]: Training Loss: 0.0011215, Valid MRR: 0.32657,
2023-06-21 12:57:34,544 - yago11k_both_0.001 - [INFO] - [E:290| 0]: Train Loss:0.001109, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:58:37,523 - yago11k_both_0.001 - [INFO] - [E:290| 100]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 12:59:40,498 - yago11k_both_0.001 - [INFO] - [E:290| 200]: Train Loss:0.0011216, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:00:43,463 - yago11k_both_0.001 - [INFO] - [E:290| 300]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:01:46,417 - yago11k_both_0.001 - [INFO] - [E:290| 400]: Train Loss:0.0011221, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:02:49,392 - yago11k_both_0.001 - [INFO] - [E:290| 500]: Train Loss:0.0011217, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:03:51,956 - yago11k_both_0.001 - [INFO] - [E:290| 600]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:03:51,956 - yago11k_both_0.001 - [INFO] - [Epoch:290]: Training Loss:0.001121
2023-06-21 13:03:52,170 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 13:04:04,194 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 13:04:16,049 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 290 valid]:
MRR: Tail : 0.40999, Head : 0.23196, Avg : 0.32098
2023-06-21 13:04:16,049 - yago11k_both_0.001 - [INFO] - [Epoch 290]: Training Loss: 0.0011214, Valid MRR: 0.32657,
2023-06-21 13:04:16,688 - yago11k_both_0.001 - [INFO] - [E:291| 0]: Train Loss:0.0011315, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:05:19,661 - yago11k_both_0.001 - [INFO] - [E:291| 100]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:06:22,636 - yago11k_both_0.001 - [INFO] - [E:291| 200]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:07:25,591 - yago11k_both_0.001 - [INFO] - [E:291| 300]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:08:28,557 - yago11k_both_0.001 - [INFO] - [E:291| 400]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:09:31,540 - yago11k_both_0.001 - [INFO] - [E:291| 500]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:10:34,057 - yago11k_both_0.001 - [INFO] - [E:291| 600]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:10:34,057 - yago11k_both_0.001 - [INFO] - [Epoch:291]: Training Loss:0.001121
2023-06-21 13:10:34,272 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 13:10:46,299 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 13:10:58,160 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 291 valid]:
MRR: Tail : 0.41437, Head : 0.22817, Avg : 0.32127
2023-06-21 13:10:58,160 - yago11k_both_0.001 - [INFO] - [Epoch 291]: Training Loss: 0.0011214, Valid MRR: 0.32657,
2023-06-21 13:10:58,794 - yago11k_both_0.001 - [INFO] - [E:292| 0]: Train Loss:0.0011269, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:12:01,758 - yago11k_both_0.001 - [INFO] - [E:292| 100]: Train Loss:0.001121, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:13:04,735 - yago11k_both_0.001 - [INFO] - [E:292| 200]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:14:07,695 - yago11k_both_0.001 - [INFO] - [E:292| 300]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:15:10,652 - yago11k_both_0.001 - [INFO] - [E:292| 400]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:16:13,640 - yago11k_both_0.001 - [INFO] - [E:292| 500]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:17:16,199 - yago11k_both_0.001 - [INFO] - [E:292| 600]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:17:16,199 - yago11k_both_0.001 - [INFO] - [Epoch:292]: Training Loss:0.001121
2023-06-21 13:17:16,413 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 13:17:28,432 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 13:17:40,294 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 292 valid]:
MRR: Tail : 0.41026, Head : 0.23007, Avg : 0.32017
2023-06-21 13:17:40,294 - yago11k_both_0.001 - [INFO] - [Epoch 292]: Training Loss: 0.0011208, Valid MRR: 0.32657,
2023-06-21 13:17:40,928 - yago11k_both_0.001 - [INFO] - [E:293| 0]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:18:43,899 - yago11k_both_0.001 - [INFO] - [E:293| 100]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:19:46,854 - yago11k_both_0.001 - [INFO] - [E:293| 200]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:20:49,812 - yago11k_both_0.001 - [INFO] - [E:293| 300]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:21:52,785 - yago11k_both_0.001 - [INFO] - [E:293| 400]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:22:55,744 - yago11k_both_0.001 - [INFO] - [E:293| 500]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:23:58,289 - yago11k_both_0.001 - [INFO] - [E:293| 600]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:23:58,290 - yago11k_both_0.001 - [INFO] - [Epoch:293]: Training Loss:0.001121
2023-06-21 13:23:58,504 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 13:24:10,522 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 13:24:22,396 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 293 valid]:
MRR: Tail : 0.41169, Head : 0.23066, Avg : 0.32117
2023-06-21 13:24:22,396 - yago11k_both_0.001 - [INFO] - [Epoch 293]: Training Loss: 0.0011212, Valid MRR: 0.32657,
2023-06-21 13:24:23,029 - yago11k_both_0.001 - [INFO] - [E:294| 0]: Train Loss:0.0011243, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:25:26,013 - yago11k_both_0.001 - [INFO] - [E:294| 100]: Train Loss:0.001123, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:26:28,997 - yago11k_both_0.001 - [INFO] - [E:294| 200]: Train Loss:0.0011225, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:27:31,966 - yago11k_both_0.001 - [INFO] - [E:294| 300]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:28:34,941 - yago11k_both_0.001 - [INFO] - [E:294| 400]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:29:37,904 - yago11k_both_0.001 - [INFO] - [E:294| 500]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:30:40,446 - yago11k_both_0.001 - [INFO] - [E:294| 600]: Train Loss:0.001121, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:30:40,447 - yago11k_both_0.001 - [INFO] - [Epoch:294]: Training Loss:0.001121
2023-06-21 13:30:40,660 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 13:30:52,676 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 13:31:04,543 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 294 valid]:
MRR: Tail : 0.41009, Head : 0.23128, Avg : 0.32068
2023-06-21 13:31:04,543 - yago11k_both_0.001 - [INFO] - [Epoch 294]: Training Loss: 0.001121, Valid MRR: 0.32657,
2023-06-21 13:31:05,184 - yago11k_both_0.001 - [INFO] - [E:295| 0]: Train Loss:0.0011038, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:32:08,161 - yago11k_both_0.001 - [INFO] - [E:295| 100]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:33:11,109 - yago11k_both_0.001 - [INFO] - [E:295| 200]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:34:14,055 - yago11k_both_0.001 - [INFO] - [E:295| 300]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:35:17,014 - yago11k_both_0.001 - [INFO] - [E:295| 400]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:36:20,075 - yago11k_both_0.001 - [INFO] - [E:295| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:37:22,729 - yago11k_both_0.001 - [INFO] - [E:295| 600]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:37:22,729 - yago11k_both_0.001 - [INFO] - [Epoch:295]: Training Loss:0.001121
2023-06-21 13:37:22,943 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 13:37:34,981 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 13:37:46,865 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 295 valid]:
MRR: Tail : 0.41186, Head : 0.23214, Avg : 0.322
2023-06-21 13:37:46,866 - yago11k_both_0.001 - [INFO] - [Epoch 295]: Training Loss: 0.0011211, Valid MRR: 0.32657,
2023-06-21 13:37:47,506 - yago11k_both_0.001 - [INFO] - [E:296| 0]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:38:50,534 - yago11k_both_0.001 - [INFO] - [E:296| 100]: Train Loss:0.00112, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:39:53,586 - yago11k_both_0.001 - [INFO] - [E:296| 200]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:40:56,586 - yago11k_both_0.001 - [INFO] - [E:296| 300]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:41:59,626 - yago11k_both_0.001 - [INFO] - [E:296| 400]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:43:02,695 - yago11k_both_0.001 - [INFO] - [E:296| 500]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:44:05,359 - yago11k_both_0.001 - [INFO] - [E:296| 600]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:44:05,359 - yago11k_both_0.001 - [INFO] - [Epoch:296]: Training Loss:0.001121
2023-06-21 13:44:05,574 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 13:44:17,615 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 13:44:29,489 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 296 valid]:
MRR: Tail : 0.40975, Head : 0.23132, Avg : 0.32054
2023-06-21 13:44:29,489 - yago11k_both_0.001 - [INFO] - [Epoch 296]: Training Loss: 0.0011212, Valid MRR: 0.32657,
2023-06-21 13:44:30,123 - yago11k_both_0.001 - [INFO] - [E:297| 0]: Train Loss:0.001125, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:45:33,162 - yago11k_both_0.001 - [INFO] - [E:297| 100]: Train Loss:0.0011219, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:46:36,207 - yago11k_both_0.001 - [INFO] - [E:297| 200]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:47:39,252 - yago11k_both_0.001 - [INFO] - [E:297| 300]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:48:42,277 - yago11k_both_0.001 - [INFO] - [E:297| 400]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:49:45,297 - yago11k_both_0.001 - [INFO] - [E:297| 500]: Train Loss:0.001121, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:50:47,912 - yago11k_both_0.001 - [INFO] - [E:297| 600]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:50:47,913 - yago11k_both_0.001 - [INFO] - [Epoch:297]: Training Loss:0.001121
2023-06-21 13:50:48,128 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 13:51:00,159 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 13:51:12,034 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 297 valid]:
MRR: Tail : 0.40755, Head : 0.23059, Avg : 0.31907
2023-06-21 13:51:12,034 - yago11k_both_0.001 - [INFO] - [Epoch 297]: Training Loss: 0.0011209, Valid MRR: 0.32657,
2023-06-21 13:51:12,671 - yago11k_both_0.001 - [INFO] - [E:298| 0]: Train Loss:0.0010964, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:52:15,743 - yago11k_both_0.001 - [INFO] - [E:298| 100]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:53:18,784 - yago11k_both_0.001 - [INFO] - [E:298| 200]: Train Loss:0.0011212, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:54:21,884 - yago11k_both_0.001 - [INFO] - [E:298| 300]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:55:24,930 - yago11k_both_0.001 - [INFO] - [E:298| 400]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:56:28,039 - yago11k_both_0.001 - [INFO] - [E:298| 500]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:57:30,688 - yago11k_both_0.001 - [INFO] - [E:298| 600]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:57:30,689 - yago11k_both_0.001 - [INFO] - [Epoch:298]: Training Loss:0.001121
2023-06-21 13:57:30,902 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 13:57:42,937 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 13:57:54,813 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 298 valid]:
MRR: Tail : 0.41012, Head : 0.2306, Avg : 0.32036
2023-06-21 13:57:54,814 - yago11k_both_0.001 - [INFO] - [Epoch 298]: Training Loss: 0.0011207, Valid MRR: 0.32657,
2023-06-21 13:57:55,449 - yago11k_both_0.001 - [INFO] - [E:299| 0]: Train Loss:0.0011016, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 13:58:58,517 - yago11k_both_0.001 - [INFO] - [E:299| 100]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:00:01,591 - yago11k_both_0.001 - [INFO] - [E:299| 200]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:01:04,632 - yago11k_both_0.001 - [INFO] - [E:299| 300]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:02:07,677 - yago11k_both_0.001 - [INFO] - [E:299| 400]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:03:10,755 - yago11k_both_0.001 - [INFO] - [E:299| 500]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:04:13,356 - yago11k_both_0.001 - [INFO] - [E:299| 600]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:04:13,356 - yago11k_both_0.001 - [INFO] - [Epoch:299]: Training Loss:0.001121
2023-06-21 14:04:13,570 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 14:04:25,605 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 14:04:37,492 - yago11k_both_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
2023-06-21 14:04:37,492 - yago11k_both_0.001 - [INFO] - [Epoch 299]: Training Loss: 0.0011208, Valid MRR: 0.32657,
2023-06-21 14:04:38,130 - yago11k_both_0.001 - [INFO] - [E:300| 0]: Train Loss:0.001127, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:05:41,157 - yago11k_both_0.001 - [INFO] - [E:300| 100]: Train Loss:0.0011214, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:06:44,202 - yago11k_both_0.001 - [INFO] - [E:300| 200]: Train Loss:0.0011215, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:07:47,231 - yago11k_both_0.001 - [INFO] - [E:300| 300]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:08:50,297 - yago11k_both_0.001 - [INFO] - [E:300| 400]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:09:53,352 - yago11k_both_0.001 - [INFO] - [E:300| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:10:55,997 - yago11k_both_0.001 - [INFO] - [E:300| 600]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:10:55,997 - yago11k_both_0.001 - [INFO] - [Epoch:300]: Training Loss:0.00112
2023-06-21 14:10:56,212 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 14:11:08,246 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 14:11:20,130 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 300 valid]:
MRR: Tail : 0.41153, Head : 0.22935, Avg : 0.32044
2023-06-21 14:11:20,130 - yago11k_both_0.001 - [INFO] - [Epoch 300]: Training Loss: 0.0011203, Valid MRR: 0.32657,
2023-06-21 14:11:20,765 - yago11k_both_0.001 - [INFO] - [E:301| 0]: Train Loss:0.0010975, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:12:23,809 - yago11k_both_0.001 - [INFO] - [E:301| 100]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:13:26,859 - yago11k_both_0.001 - [INFO] - [E:301| 200]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:14:29,905 - yago11k_both_0.001 - [INFO] - [E:301| 300]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:15:32,944 - yago11k_both_0.001 - [INFO] - [E:301| 400]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:16:36,015 - yago11k_both_0.001 - [INFO] - [E:301| 500]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:17:38,639 - yago11k_both_0.001 - [INFO] - [E:301| 600]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:17:38,639 - yago11k_both_0.001 - [INFO] - [Epoch:301]: Training Loss:0.001121
2023-06-21 14:17:38,855 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 14:17:50,891 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 14:18:02,773 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 301 valid]:
MRR: Tail : 0.41001, Head : 0.23019, Avg : 0.3201
2023-06-21 14:18:02,774 - yago11k_both_0.001 - [INFO] - [Epoch 301]: Training Loss: 0.0011206, Valid MRR: 0.32657,
2023-06-21 14:18:03,411 - yago11k_both_0.001 - [INFO] - [E:302| 0]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:19:06,431 - yago11k_both_0.001 - [INFO] - [E:302| 100]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:20:09,480 - yago11k_both_0.001 - [INFO] - [E:302| 200]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:21:12,559 - yago11k_both_0.001 - [INFO] - [E:302| 300]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:22:15,613 - yago11k_both_0.001 - [INFO] - [E:302| 400]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:23:18,667 - yago11k_both_0.001 - [INFO] - [E:302| 500]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:24:21,303 - yago11k_both_0.001 - [INFO] - [E:302| 600]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:24:21,303 - yago11k_both_0.001 - [INFO] - [Epoch:302]: Training Loss:0.001121
2023-06-21 14:24:21,518 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 14:24:33,555 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 14:24:45,438 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 302 valid]:
MRR: Tail : 0.41397, Head : 0.23114, Avg : 0.32255
2023-06-21 14:24:45,438 - yago11k_both_0.001 - [INFO] - [Epoch 302]: Training Loss: 0.0011205, Valid MRR: 0.32657,
2023-06-21 14:24:46,074 - yago11k_both_0.001 - [INFO] - [E:303| 0]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:25:49,118 - yago11k_both_0.001 - [INFO] - [E:303| 100]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:26:52,154 - yago11k_both_0.001 - [INFO] - [E:303| 200]: Train Loss:0.00112, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:27:55,163 - yago11k_both_0.001 - [INFO] - [E:303| 300]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:28:58,214 - yago11k_both_0.001 - [INFO] - [E:303| 400]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:30:01,265 - yago11k_both_0.001 - [INFO] - [E:303| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:31:03,907 - yago11k_both_0.001 - [INFO] - [E:303| 600]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:31:03,908 - yago11k_both_0.001 - [INFO] - [Epoch:303]: Training Loss:0.00112
2023-06-21 14:31:04,122 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 14:31:16,148 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 14:31:28,032 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 303 valid]:
MRR: Tail : 0.41459, Head : 0.22965, Avg : 0.32212
2023-06-21 14:31:28,032 - yago11k_both_0.001 - [INFO] - [Epoch 303]: Training Loss: 0.0011205, Valid MRR: 0.32657,
2023-06-21 14:31:28,670 - yago11k_both_0.001 - [INFO] - [E:304| 0]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:32:31,694 - yago11k_both_0.001 - [INFO] - [E:304| 100]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:33:34,730 - yago11k_both_0.001 - [INFO] - [E:304| 200]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:34:37,747 - yago11k_both_0.001 - [INFO] - [E:304| 300]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:35:40,704 - yago11k_both_0.001 - [INFO] - [E:304| 400]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:36:43,674 - yago11k_both_0.001 - [INFO] - [E:304| 500]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:37:46,216 - yago11k_both_0.001 - [INFO] - [E:304| 600]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:37:46,216 - yago11k_both_0.001 - [INFO] - [Epoch:304]: Training Loss:0.00112
2023-06-21 14:37:46,430 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 14:37:58,456 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 14:38:10,333 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 304 valid]:
MRR: Tail : 0.40653, Head : 0.2299, Avg : 0.31822
2023-06-21 14:38:10,333 - yago11k_both_0.001 - [INFO] - [Epoch 304]: Training Loss: 0.0011201, Valid MRR: 0.32657,
2023-06-21 14:38:10,972 - yago11k_both_0.001 - [INFO] - [E:305| 0]: Train Loss:0.0010934, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:39:13,931 - yago11k_both_0.001 - [INFO] - [E:305| 100]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:40:16,869 - yago11k_both_0.001 - [INFO] - [E:305| 200]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:41:19,818 - yago11k_both_0.001 - [INFO] - [E:305| 300]: Train Loss:0.00112, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:42:22,796 - yago11k_both_0.001 - [INFO] - [E:305| 400]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:43:25,761 - yago11k_both_0.001 - [INFO] - [E:305| 500]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:44:28,285 - yago11k_both_0.001 - [INFO] - [E:305| 600]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:44:28,286 - yago11k_both_0.001 - [INFO] - [Epoch:305]: Training Loss:0.00112
2023-06-21 14:44:28,499 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 14:44:40,516 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 14:44:52,383 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 305 valid]:
MRR: Tail : 0.40822, Head : 0.23061, Avg : 0.31942
2023-06-21 14:44:52,383 - yago11k_both_0.001 - [INFO] - [Epoch 305]: Training Loss: 0.0011205, Valid MRR: 0.32657,
2023-06-21 14:44:53,018 - yago11k_both_0.001 - [INFO] - [E:306| 0]: Train Loss:0.0011194, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:45:55,964 - yago11k_both_0.001 - [INFO] - [E:306| 100]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:46:58,931 - yago11k_both_0.001 - [INFO] - [E:306| 200]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:48:01,883 - yago11k_both_0.001 - [INFO] - [E:306| 300]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:49:04,841 - yago11k_both_0.001 - [INFO] - [E:306| 400]: Train Loss:0.00112, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:50:07,712 - yago11k_both_0.001 - [INFO] - [E:306| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:51:10,101 - yago11k_both_0.001 - [INFO] - [E:306| 600]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:51:10,101 - yago11k_both_0.001 - [INFO] - [Epoch:306]: Training Loss:0.00112
2023-06-21 14:51:10,314 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 14:51:22,303 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 14:51:34,131 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 306 valid]:
MRR: Tail : 0.40967, Head : 0.23197, Avg : 0.32082
2023-06-21 14:51:34,131 - yago11k_both_0.001 - [INFO] - [Epoch 306]: Training Loss: 0.0011203, Valid MRR: 0.32657,
2023-06-21 14:51:34,765 - yago11k_both_0.001 - [INFO] - [E:307| 0]: Train Loss:0.0011247, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:52:37,531 - yago11k_both_0.001 - [INFO] - [E:307| 100]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:53:40,266 - yago11k_both_0.001 - [INFO] - [E:307| 200]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:54:42,975 - yago11k_both_0.001 - [INFO] - [E:307| 300]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:55:45,704 - yago11k_both_0.001 - [INFO] - [E:307| 400]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:56:48,406 - yago11k_both_0.001 - [INFO] - [E:307| 500]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:57:50,679 - yago11k_both_0.001 - [INFO] - [E:307| 600]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:57:50,679 - yago11k_both_0.001 - [INFO] - [Epoch:307]: Training Loss:0.00112
2023-06-21 14:57:50,892 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 14:58:02,860 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 14:58:14,680 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 307 valid]:
MRR: Tail : 0.41021, Head : 0.23207, Avg : 0.32114
2023-06-21 14:58:14,680 - yago11k_both_0.001 - [INFO] - [Epoch 307]: Training Loss: 0.0011199, Valid MRR: 0.32657,
2023-06-21 14:58:15,314 - yago11k_both_0.001 - [INFO] - [E:308| 0]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 14:59:18,015 - yago11k_both_0.001 - [INFO] - [E:308| 100]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:00:20,679 - yago11k_both_0.001 - [INFO] - [E:308| 200]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:01:23,374 - yago11k_both_0.001 - [INFO] - [E:308| 300]: Train Loss:0.00112, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:02:26,060 - yago11k_both_0.001 - [INFO] - [E:308| 400]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:03:28,725 - yago11k_both_0.001 - [INFO] - [E:308| 500]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:04:31,004 - yago11k_both_0.001 - [INFO] - [E:308| 600]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:04:31,005 - yago11k_both_0.001 - [INFO] - [Epoch:308]: Training Loss:0.00112
2023-06-21 15:04:31,218 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 15:04:43,177 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 15:04:54,980 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 308 valid]:
MRR: Tail : 0.4104, Head : 0.23087, Avg : 0.32063
2023-06-21 15:04:54,980 - yago11k_both_0.001 - [INFO] - [Epoch 308]: Training Loss: 0.0011199, Valid MRR: 0.32657,
2023-06-21 15:04:55,613 - yago11k_both_0.001 - [INFO] - [E:309| 0]: Train Loss:0.0011233, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:05:58,260 - yago11k_both_0.001 - [INFO] - [E:309| 100]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:07:00,956 - yago11k_both_0.001 - [INFO] - [E:309| 200]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:08:03,591 - yago11k_both_0.001 - [INFO] - [E:309| 300]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:09:06,301 - yago11k_both_0.001 - [INFO] - [E:309| 400]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:10:08,991 - yago11k_both_0.001 - [INFO] - [E:309| 500]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:11:11,233 - yago11k_both_0.001 - [INFO] - [E:309| 600]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:11:11,233 - yago11k_both_0.001 - [INFO] - [Epoch:309]: Training Loss:0.00112
2023-06-21 15:11:11,447 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 15:11:23,415 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 15:11:35,221 - yago11k_both_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
2023-06-21 15:11:35,221 - yago11k_both_0.001 - [INFO] - [Epoch 309]: Training Loss: 0.0011198, Valid MRR: 0.32657,
2023-06-21 15:11:35,855 - yago11k_both_0.001 - [INFO] - [E:310| 0]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:12:38,501 - yago11k_both_0.001 - [INFO] - [E:310| 100]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:13:41,157 - yago11k_both_0.001 - [INFO] - [E:310| 200]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:14:43,823 - yago11k_both_0.001 - [INFO] - [E:310| 300]: Train Loss:0.0011194, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:15:46,489 - yago11k_both_0.001 - [INFO] - [E:310| 400]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:16:49,182 - yago11k_both_0.001 - [INFO] - [E:310| 500]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:17:51,404 - yago11k_both_0.001 - [INFO] - [E:310| 600]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:17:51,404 - yago11k_both_0.001 - [INFO] - [Epoch:310]: Training Loss:0.00112
2023-06-21 15:17:51,617 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 15:18:03,585 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 15:18:15,386 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 310 valid]:
MRR: Tail : 0.40794, Head : 0.23325, Avg : 0.32059
2023-06-21 15:18:15,386 - yago11k_both_0.001 - [INFO] - [Epoch 310]: Training Loss: 0.0011202, Valid MRR: 0.32657,
2023-06-21 15:18:16,019 - yago11k_both_0.001 - [INFO] - [E:311| 0]: Train Loss:0.0011079, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:19:18,687 - yago11k_both_0.001 - [INFO] - [E:311| 100]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:20:21,349 - yago11k_both_0.001 - [INFO] - [E:311| 200]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:21:24,015 - yago11k_both_0.001 - [INFO] - [E:311| 300]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:22:26,686 - yago11k_both_0.001 - [INFO] - [E:311| 400]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:23:29,352 - yago11k_both_0.001 - [INFO] - [E:311| 500]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:24:31,594 - yago11k_both_0.001 - [INFO] - [E:311| 600]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:24:31,594 - yago11k_both_0.001 - [INFO] - [Epoch:311]: Training Loss:0.00112
2023-06-21 15:24:31,808 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 15:24:43,762 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 15:24:55,563 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 311 valid]:
MRR: Tail : 0.41025, Head : 0.23396, Avg : 0.32211
2023-06-21 15:24:55,563 - yago11k_both_0.001 - [INFO] - [Epoch 311]: Training Loss: 0.0011203, Valid MRR: 0.32657,
2023-06-21 15:24:56,197 - yago11k_both_0.001 - [INFO] - [E:312| 0]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:25:58,860 - yago11k_both_0.001 - [INFO] - [E:312| 100]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:27:01,549 - yago11k_both_0.001 - [INFO] - [E:312| 200]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:28:04,231 - yago11k_both_0.001 - [INFO] - [E:312| 300]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:29:06,900 - yago11k_both_0.001 - [INFO] - [E:312| 400]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:30:09,575 - yago11k_both_0.001 - [INFO] - [E:312| 500]: Train Loss:0.0011206, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:31:11,804 - yago11k_both_0.001 - [INFO] - [E:312| 600]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:31:11,804 - yago11k_both_0.001 - [INFO] - [Epoch:312]: Training Loss:0.00112
2023-06-21 15:31:12,016 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 15:31:23,985 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 15:31:35,792 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 312 valid]:
MRR: Tail : 0.40815, Head : 0.22939, Avg : 0.31877
2023-06-21 15:31:35,792 - yago11k_both_0.001 - [INFO] - [Epoch 312]: Training Loss: 0.0011202, Valid MRR: 0.32657,
2023-06-21 15:31:36,426 - yago11k_both_0.001 - [INFO] - [E:313| 0]: Train Loss:0.0011091, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:32:39,059 - yago11k_both_0.001 - [INFO] - [E:313| 100]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:33:41,740 - yago11k_both_0.001 - [INFO] - [E:313| 200]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:34:44,400 - yago11k_both_0.001 - [INFO] - [E:313| 300]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:35:47,046 - yago11k_both_0.001 - [INFO] - [E:313| 400]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:36:49,694 - yago11k_both_0.001 - [INFO] - [E:313| 500]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:37:51,926 - yago11k_both_0.001 - [INFO] - [E:313| 600]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:37:51,926 - yago11k_both_0.001 - [INFO] - [Epoch:313]: Training Loss:0.00112
2023-06-21 15:37:52,139 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 15:38:04,101 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 15:38:15,898 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 313 valid]:
MRR: Tail : 0.41079, Head : 0.23118, Avg : 0.32099
2023-06-21 15:38:15,898 - yago11k_both_0.001 - [INFO] - [Epoch 313]: Training Loss: 0.0011199, Valid MRR: 0.32657,
2023-06-21 15:38:16,532 - yago11k_both_0.001 - [INFO] - [E:314| 0]: Train Loss:0.0011095, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:39:19,197 - yago11k_both_0.001 - [INFO] - [E:314| 100]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:40:21,835 - yago11k_both_0.001 - [INFO] - [E:314| 200]: Train Loss:0.0011208, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:41:24,476 - yago11k_both_0.001 - [INFO] - [E:314| 300]: Train Loss:0.001121, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:42:27,142 - yago11k_both_0.001 - [INFO] - [E:314| 400]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:43:29,801 - yago11k_both_0.001 - [INFO] - [E:314| 500]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:44:32,035 - yago11k_both_0.001 - [INFO] - [E:314| 600]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:44:32,036 - yago11k_both_0.001 - [INFO] - [Epoch:314]: Training Loss:0.00112
2023-06-21 15:44:32,248 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 15:44:44,209 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 15:44:56,003 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 314 valid]:
MRR: Tail : 0.413, Head : 0.23122, Avg : 0.32211
2023-06-21 15:44:56,003 - yago11k_both_0.001 - [INFO] - [Epoch 314]: Training Loss: 0.0011202, Valid MRR: 0.32657,
2023-06-21 15:44:56,636 - yago11k_both_0.001 - [INFO] - [E:315| 0]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:45:59,306 - yago11k_both_0.001 - [INFO] - [E:315| 100]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:47:01,985 - yago11k_both_0.001 - [INFO] - [E:315| 200]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:48:04,643 - yago11k_both_0.001 - [INFO] - [E:315| 300]: Train Loss:0.0011205, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:49:07,291 - yago11k_both_0.001 - [INFO] - [E:315| 400]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:50:09,967 - yago11k_both_0.001 - [INFO] - [E:315| 500]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:51:12,205 - yago11k_both_0.001 - [INFO] - [E:315| 600]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:51:12,205 - yago11k_both_0.001 - [INFO] - [Epoch:315]: Training Loss:0.00112
2023-06-21 15:51:12,419 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 15:51:24,383 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 15:51:36,179 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 315 valid]:
MRR: Tail : 0.41384, Head : 0.23314, Avg : 0.32349
2023-06-21 15:51:36,179 - yago11k_both_0.001 - [INFO] - [Epoch 315]: Training Loss: 0.0011196, Valid MRR: 0.32657,
2023-06-21 15:51:36,812 - yago11k_both_0.001 - [INFO] - [E:316| 0]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:52:39,474 - yago11k_both_0.001 - [INFO] - [E:316| 100]: Train Loss:0.0011204, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:53:42,127 - yago11k_both_0.001 - [INFO] - [E:316| 200]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:54:44,768 - yago11k_both_0.001 - [INFO] - [E:316| 300]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:55:47,403 - yago11k_both_0.001 - [INFO] - [E:316| 400]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:56:50,051 - yago11k_both_0.001 - [INFO] - [E:316| 500]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:57:52,263 - yago11k_both_0.001 - [INFO] - [E:316| 600]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:57:52,263 - yago11k_both_0.001 - [INFO] - [Epoch:316]: Training Loss:0.001119
2023-06-21 15:57:52,476 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 15:58:04,434 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 15:58:16,239 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 316 valid]:
MRR: Tail : 0.41441, Head : 0.23309, Avg : 0.32375
2023-06-21 15:58:16,239 - yago11k_both_0.001 - [INFO] - [Epoch 316]: Training Loss: 0.0011195, Valid MRR: 0.32657,
2023-06-21 15:58:16,873 - yago11k_both_0.001 - [INFO] - [E:317| 0]: Train Loss:0.0011026, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 15:59:19,529 - yago11k_both_0.001 - [INFO] - [E:317| 100]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:00:22,203 - yago11k_both_0.001 - [INFO] - [E:317| 200]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:01:24,877 - yago11k_both_0.001 - [INFO] - [E:317| 300]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:02:27,558 - yago11k_both_0.001 - [INFO] - [E:317| 400]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:03:30,250 - yago11k_both_0.001 - [INFO] - [E:317| 500]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:04:32,500 - yago11k_both_0.001 - [INFO] - [E:317| 600]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:04:32,500 - yago11k_both_0.001 - [INFO] - [Epoch:317]: Training Loss:0.00112
2023-06-21 16:04:32,714 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 16:04:44,669 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 16:04:56,467 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 317 valid]:
MRR: Tail : 0.41306, Head : 0.23324, Avg : 0.32315
2023-06-21 16:04:56,468 - yago11k_both_0.001 - [INFO] - [Epoch 317]: Training Loss: 0.0011196, Valid MRR: 0.32657,
2023-06-21 16:04:57,099 - yago11k_both_0.001 - [INFO] - [E:318| 0]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:05:59,771 - yago11k_both_0.001 - [INFO] - [E:318| 100]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:07:02,443 - yago11k_both_0.001 - [INFO] - [E:318| 200]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:08:05,110 - yago11k_both_0.001 - [INFO] - [E:318| 300]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:09:07,789 - yago11k_both_0.001 - [INFO] - [E:318| 400]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:10:10,434 - yago11k_both_0.001 - [INFO] - [E:318| 500]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:11:12,692 - yago11k_both_0.001 - [INFO] - [E:318| 600]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:11:12,693 - yago11k_both_0.001 - [INFO] - [Epoch:318]: Training Loss:0.00112
2023-06-21 16:11:12,905 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 16:11:24,873 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 16:11:36,684 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 318 valid]:
MRR: Tail : 0.41166, Head : 0.23174, Avg : 0.3217
2023-06-21 16:11:36,684 - yago11k_both_0.001 - [INFO] - [Epoch 318]: Training Loss: 0.0011199, Valid MRR: 0.32657,
2023-06-21 16:11:37,318 - yago11k_both_0.001 - [INFO] - [E:319| 0]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:12:40,157 - yago11k_both_0.001 - [INFO] - [E:319| 100]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:13:42,968 - yago11k_both_0.001 - [INFO] - [E:319| 200]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:14:45,750 - yago11k_both_0.001 - [INFO] - [E:319| 300]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:15:48,570 - yago11k_both_0.001 - [INFO] - [E:319| 400]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:16:51,392 - yago11k_both_0.001 - [INFO] - [E:319| 500]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:17:53,759 - yago11k_both_0.001 - [INFO] - [E:319| 600]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:17:53,759 - yago11k_both_0.001 - [INFO] - [Epoch:319]: Training Loss:0.001119
2023-06-21 16:17:53,973 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 16:18:05,944 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 16:18:17,757 - yago11k_both_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
2023-06-21 16:18:17,758 - yago11k_both_0.001 - [INFO] - [Epoch 319]: Training Loss: 0.0011195, Valid MRR: 0.32657,
2023-06-21 16:18:18,393 - yago11k_both_0.001 - [INFO] - [E:320| 0]: Train Loss:0.0010994, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:19:21,209 - yago11k_both_0.001 - [INFO] - [E:320| 100]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:20:23,999 - yago11k_both_0.001 - [INFO] - [E:320| 200]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:21:26,784 - yago11k_both_0.001 - [INFO] - [E:320| 300]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:22:29,585 - yago11k_both_0.001 - [INFO] - [E:320| 400]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:23:32,408 - yago11k_both_0.001 - [INFO] - [E:320| 500]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:24:34,769 - yago11k_both_0.001 - [INFO] - [E:320| 600]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:24:34,769 - yago11k_both_0.001 - [INFO] - [Epoch:320]: Training Loss:0.001119
2023-06-21 16:24:34,984 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 16:24:46,955 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 16:24:58,768 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 320 valid]:
MRR: Tail : 0.41399, Head : 0.22867, Avg : 0.32133
2023-06-21 16:24:58,768 - yago11k_both_0.001 - [INFO] - [Epoch 320]: Training Loss: 0.0011191, Valid MRR: 0.32657,
2023-06-21 16:24:59,402 - yago11k_both_0.001 - [INFO] - [E:321| 0]: Train Loss:0.001107, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:26:02,206 - yago11k_both_0.001 - [INFO] - [E:321| 100]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:27:05,027 - yago11k_both_0.001 - [INFO] - [E:321| 200]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:28:07,834 - yago11k_both_0.001 - [INFO] - [E:321| 300]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:29:10,638 - yago11k_both_0.001 - [INFO] - [E:321| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:30:13,455 - yago11k_both_0.001 - [INFO] - [E:321| 500]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:31:15,825 - yago11k_both_0.001 - [INFO] - [E:321| 600]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:31:15,826 - yago11k_both_0.001 - [INFO] - [Epoch:321]: Training Loss:0.001119
2023-06-21 16:31:16,039 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 16:31:28,004 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 16:31:39,819 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 321 valid]:
MRR: Tail : 0.40798, Head : 0.22912, Avg : 0.31855
2023-06-21 16:31:39,820 - yago11k_both_0.001 - [INFO] - [Epoch 321]: Training Loss: 0.001119, Valid MRR: 0.32657,
2023-06-21 16:31:40,453 - yago11k_both_0.001 - [INFO] - [E:322| 0]: Train Loss:0.0011097, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:32:43,242 - yago11k_both_0.001 - [INFO] - [E:322| 100]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:33:46,012 - yago11k_both_0.001 - [INFO] - [E:322| 200]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:34:48,823 - yago11k_both_0.001 - [INFO] - [E:322| 300]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:35:51,642 - yago11k_both_0.001 - [INFO] - [E:322| 400]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:36:54,444 - yago11k_both_0.001 - [INFO] - [E:322| 500]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:37:56,831 - yago11k_both_0.001 - [INFO] - [E:322| 600]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:37:56,832 - yago11k_both_0.001 - [INFO] - [Epoch:322]: Training Loss:0.001119
2023-06-21 16:37:57,045 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 16:38:09,023 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 16:38:20,839 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 322 valid]:
MRR: Tail : 0.416, Head : 0.23179, Avg : 0.32389
2023-06-21 16:38:20,839 - yago11k_both_0.001 - [INFO] - [Epoch 322]: Training Loss: 0.0011193, Valid MRR: 0.32657,
2023-06-21 16:38:21,472 - yago11k_both_0.001 - [INFO] - [E:323| 0]: Train Loss:0.0011536, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:39:24,300 - yago11k_both_0.001 - [INFO] - [E:323| 100]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:40:27,114 - yago11k_both_0.001 - [INFO] - [E:323| 200]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:41:29,892 - yago11k_both_0.001 - [INFO] - [E:323| 300]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:42:32,677 - yago11k_both_0.001 - [INFO] - [E:323| 400]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:43:35,461 - yago11k_both_0.001 - [INFO] - [E:323| 500]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:44:37,848 - yago11k_both_0.001 - [INFO] - [E:323| 600]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:44:37,848 - yago11k_both_0.001 - [INFO] - [Epoch:323]: Training Loss:0.001119
2023-06-21 16:44:38,063 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 16:44:50,036 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 16:45:01,846 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 323 valid]:
MRR: Tail : 0.40758, Head : 0.23027, Avg : 0.31893
2023-06-21 16:45:01,846 - yago11k_both_0.001 - [INFO] - [Epoch 323]: Training Loss: 0.0011192, Valid MRR: 0.32657,
2023-06-21 16:45:02,483 - yago11k_both_0.001 - [INFO] - [E:324| 0]: Train Loss:0.0011067, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:46:05,288 - yago11k_both_0.001 - [INFO] - [E:324| 100]: Train Loss:0.0011207, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:47:08,085 - yago11k_both_0.001 - [INFO] - [E:324| 200]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:48:10,907 - yago11k_both_0.001 - [INFO] - [E:324| 300]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:49:13,717 - yago11k_both_0.001 - [INFO] - [E:324| 400]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:50:16,513 - yago11k_both_0.001 - [INFO] - [E:324| 500]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:51:18,887 - yago11k_both_0.001 - [INFO] - [E:324| 600]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:51:18,887 - yago11k_both_0.001 - [INFO] - [Epoch:324]: Training Loss:0.001119
2023-06-21 16:51:19,101 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 16:51:31,072 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 16:51:42,885 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 324 valid]:
MRR: Tail : 0.40547, Head : 0.23006, Avg : 0.31776
2023-06-21 16:51:42,885 - yago11k_both_0.001 - [INFO] - [Epoch 324]: Training Loss: 0.0011192, Valid MRR: 0.32657,
2023-06-21 16:51:43,519 - yago11k_both_0.001 - [INFO] - [E:325| 0]: Train Loss:0.0010976, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:52:46,320 - yago11k_both_0.001 - [INFO] - [E:325| 100]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:53:49,124 - yago11k_both_0.001 - [INFO] - [E:325| 200]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:54:51,917 - yago11k_both_0.001 - [INFO] - [E:325| 300]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:55:54,736 - yago11k_both_0.001 - [INFO] - [E:325| 400]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:56:57,557 - yago11k_both_0.001 - [INFO] - [E:325| 500]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:57:59,868 - yago11k_both_0.001 - [INFO] - [E:325| 600]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:57:59,868 - yago11k_both_0.001 - [INFO] - [Epoch:325]: Training Loss:0.001119
2023-06-21 16:58:00,082 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 16:58:12,066 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 16:58:23,896 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 325 valid]:
MRR: Tail : 0.41079, Head : 0.23388, Avg : 0.32233
2023-06-21 16:58:23,897 - yago11k_both_0.001 - [INFO] - [Epoch 325]: Training Loss: 0.0011188, Valid MRR: 0.32657,
2023-06-21 16:58:24,530 - yago11k_both_0.001 - [INFO] - [E:326| 0]: Train Loss:0.0010884, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 16:59:27,282 - yago11k_both_0.001 - [INFO] - [E:326| 100]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:00:29,991 - yago11k_both_0.001 - [INFO] - [E:326| 200]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:01:32,714 - yago11k_both_0.001 - [INFO] - [E:326| 300]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:02:35,396 - yago11k_both_0.001 - [INFO] - [E:326| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:03:38,112 - yago11k_both_0.001 - [INFO] - [E:326| 500]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:04:40,441 - yago11k_both_0.001 - [INFO] - [E:326| 600]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:04:40,441 - yago11k_both_0.001 - [INFO] - [Epoch:326]: Training Loss:0.001119
2023-06-21 17:04:40,655 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 17:04:52,638 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 17:05:04,441 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 326 valid]:
MRR: Tail : 0.40767, Head : 0.23042, Avg : 0.31904
2023-06-21 17:05:04,441 - yago11k_both_0.001 - [INFO] - [Epoch 326]: Training Loss: 0.001119, Valid MRR: 0.32657,
2023-06-21 17:05:05,078 - yago11k_both_0.001 - [INFO] - [E:327| 0]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:06:07,781 - yago11k_both_0.001 - [INFO] - [E:327| 100]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:07:10,499 - yago11k_both_0.001 - [INFO] - [E:327| 200]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:08:13,213 - yago11k_both_0.001 - [INFO] - [E:327| 300]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:09:15,945 - yago11k_both_0.001 - [INFO] - [E:327| 400]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:10:18,658 - yago11k_both_0.001 - [INFO] - [E:327| 500]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:11:20,945 - yago11k_both_0.001 - [INFO] - [E:327| 600]: Train Loss:0.0011193, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:11:20,945 - yago11k_both_0.001 - [INFO] - [Epoch:327]: Training Loss:0.001119
2023-06-21 17:11:21,159 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 17:11:33,120 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 17:11:44,919 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 327 valid]:
MRR: Tail : 0.41285, Head : 0.23283, Avg : 0.32284
2023-06-21 17:11:44,919 - yago11k_both_0.001 - [INFO] - [Epoch 327]: Training Loss: 0.0011193, Valid MRR: 0.32657,
2023-06-21 17:11:45,551 - yago11k_both_0.001 - [INFO] - [E:328| 0]: Train Loss:0.0011473, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:12:48,213 - yago11k_both_0.001 - [INFO] - [E:328| 100]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:13:50,856 - yago11k_both_0.001 - [INFO] - [E:328| 200]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:14:53,501 - yago11k_both_0.001 - [INFO] - [E:328| 300]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:15:56,152 - yago11k_both_0.001 - [INFO] - [E:328| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:16:58,785 - yago11k_both_0.001 - [INFO] - [E:328| 500]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:18:01,005 - yago11k_both_0.001 - [INFO] - [E:328| 600]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:18:01,006 - yago11k_both_0.001 - [INFO] - [Epoch:328]: Training Loss:0.001119
2023-06-21 17:18:01,218 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 17:18:13,190 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 17:18:24,983 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 328 valid]:
MRR: Tail : 0.41123, Head : 0.23491, Avg : 0.32307
2023-06-21 17:18:24,983 - yago11k_both_0.001 - [INFO] - [Epoch 328]: Training Loss: 0.0011189, Valid MRR: 0.32657,
2023-06-21 17:18:25,614 - yago11k_both_0.001 - [INFO] - [E:329| 0]: Train Loss:0.0011287, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:19:28,273 - yago11k_both_0.001 - [INFO] - [E:329| 100]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:20:30,928 - yago11k_both_0.001 - [INFO] - [E:329| 200]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:21:33,566 - yago11k_both_0.001 - [INFO] - [E:329| 300]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:22:36,225 - yago11k_both_0.001 - [INFO] - [E:329| 400]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:23:38,866 - yago11k_both_0.001 - [INFO] - [E:329| 500]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:24:41,080 - yago11k_both_0.001 - [INFO] - [E:329| 600]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:24:41,080 - yago11k_both_0.001 - [INFO] - [Epoch:329]: Training Loss:0.001119
2023-06-21 17:24:41,292 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 17:24:53,266 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 17:25:05,062 - yago11k_both_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
2023-06-21 17:25:05,062 - yago11k_both_0.001 - [INFO] - [Epoch 329]: Training Loss: 0.0011189, Valid MRR: 0.32657,
2023-06-21 17:25:05,692 - yago11k_both_0.001 - [INFO] - [E:330| 0]: Train Loss:0.0011288, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:26:08,360 - yago11k_both_0.001 - [INFO] - [E:330| 100]: Train Loss:0.0011195, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:27:11,021 - yago11k_both_0.001 - [INFO] - [E:330| 200]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:28:13,678 - yago11k_both_0.001 - [INFO] - [E:330| 300]: Train Loss:0.0011192, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:29:16,326 - yago11k_both_0.001 - [INFO] - [E:330| 400]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:30:18,962 - yago11k_both_0.001 - [INFO] - [E:330| 500]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:31:21,150 - yago11k_both_0.001 - [INFO] - [E:330| 600]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:31:21,150 - yago11k_both_0.001 - [INFO] - [Epoch:330]: Training Loss:0.001119
2023-06-21 17:31:21,363 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 17:31:33,333 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 17:31:45,130 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 330 valid]:
MRR: Tail : 0.41055, Head : 0.23283, Avg : 0.32169
2023-06-21 17:31:45,130 - yago11k_both_0.001 - [INFO] - [Epoch 330]: Training Loss: 0.0011186, Valid MRR: 0.32657,
2023-06-21 17:31:45,761 - yago11k_both_0.001 - [INFO] - [E:331| 0]: Train Loss:0.0011263, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:32:48,407 - yago11k_both_0.001 - [INFO] - [E:331| 100]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:33:51,080 - yago11k_both_0.001 - [INFO] - [E:331| 200]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:34:53,723 - yago11k_both_0.001 - [INFO] - [E:331| 300]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:35:56,381 - yago11k_both_0.001 - [INFO] - [E:331| 400]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:36:59,020 - yago11k_both_0.001 - [INFO] - [E:331| 500]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:38:01,248 - yago11k_both_0.001 - [INFO] - [E:331| 600]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:38:01,249 - yago11k_both_0.001 - [INFO] - [Epoch:331]: Training Loss:0.001119
2023-06-21 17:38:01,462 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 17:38:13,420 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 17:38:25,221 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 331 valid]:
MRR: Tail : 0.40929, Head : 0.23184, Avg : 0.32057
2023-06-21 17:38:25,221 - yago11k_both_0.001 - [INFO] - [Epoch 331]: Training Loss: 0.0011188, Valid MRR: 0.32657,
2023-06-21 17:38:25,853 - yago11k_both_0.001 - [INFO] - [E:332| 0]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:39:28,521 - yago11k_both_0.001 - [INFO] - [E:332| 100]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:40:31,172 - yago11k_both_0.001 - [INFO] - [E:332| 200]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:41:33,841 - yago11k_both_0.001 - [INFO] - [E:332| 300]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:42:36,474 - yago11k_both_0.001 - [INFO] - [E:332| 400]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:43:39,115 - yago11k_both_0.001 - [INFO] - [E:332| 500]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:44:41,348 - yago11k_both_0.001 - [INFO] - [E:332| 600]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:44:41,349 - yago11k_both_0.001 - [INFO] - [Epoch:332]: Training Loss:0.001119
2023-06-21 17:44:41,563 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 17:44:53,525 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 17:45:05,332 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 332 valid]:
MRR: Tail : 0.40963, Head : 0.23496, Avg : 0.3223
2023-06-21 17:45:05,332 - yago11k_both_0.001 - [INFO] - [Epoch 332]: Training Loss: 0.0011187, Valid MRR: 0.32657,
2023-06-21 17:45:05,963 - yago11k_both_0.001 - [INFO] - [E:333| 0]: Train Loss:0.0011319, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:46:08,632 - yago11k_both_0.001 - [INFO] - [E:333| 100]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:47:11,297 - yago11k_both_0.001 - [INFO] - [E:333| 200]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:48:13,913 - yago11k_both_0.001 - [INFO] - [E:333| 300]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:49:16,571 - yago11k_both_0.001 - [INFO] - [E:333| 400]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:50:19,224 - yago11k_both_0.001 - [INFO] - [E:333| 500]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:51:21,447 - yago11k_both_0.001 - [INFO] - [E:333| 600]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:51:21,448 - yago11k_both_0.001 - [INFO] - [Epoch:333]: Training Loss:0.001119
2023-06-21 17:51:21,660 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 17:51:33,627 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 17:51:45,438 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 333 valid]:
MRR: Tail : 0.41203, Head : 0.23177, Avg : 0.3219
2023-06-21 17:51:45,438 - yago11k_both_0.001 - [INFO] - [Epoch 333]: Training Loss: 0.0011186, Valid MRR: 0.32657,
2023-06-21 17:51:46,069 - yago11k_both_0.001 - [INFO] - [E:334| 0]: Train Loss:0.0010974, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:52:48,711 - yago11k_both_0.001 - [INFO] - [E:334| 100]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:53:51,378 - yago11k_both_0.001 - [INFO] - [E:334| 200]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:54:54,026 - yago11k_both_0.001 - [INFO] - [E:334| 300]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:55:56,672 - yago11k_both_0.001 - [INFO] - [E:334| 400]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:56:59,324 - yago11k_both_0.001 - [INFO] - [E:334| 500]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:58:01,553 - yago11k_both_0.001 - [INFO] - [E:334| 600]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:58:01,553 - yago11k_both_0.001 - [INFO] - [Epoch:334]: Training Loss:0.001119
2023-06-21 17:58:01,766 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 17:58:13,718 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 17:58:25,525 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 334 valid]:
MRR: Tail : 0.41053, Head : 0.23229, Avg : 0.32141
2023-06-21 17:58:25,525 - yago11k_both_0.001 - [INFO] - [Epoch 334]: Training Loss: 0.0011188, Valid MRR: 0.32657,
2023-06-21 17:58:26,164 - yago11k_both_0.001 - [INFO] - [E:335| 0]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 17:59:28,818 - yago11k_both_0.001 - [INFO] - [E:335| 100]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:00:31,460 - yago11k_both_0.001 - [INFO] - [E:335| 200]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:01:34,120 - yago11k_both_0.001 - [INFO] - [E:335| 300]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:02:36,745 - yago11k_both_0.001 - [INFO] - [E:335| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:03:39,404 - yago11k_both_0.001 - [INFO] - [E:335| 500]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:04:41,618 - yago11k_both_0.001 - [INFO] - [E:335| 600]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:04:41,619 - yago11k_both_0.001 - [INFO] - [Epoch:335]: Training Loss:0.001119
2023-06-21 18:04:41,832 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 18:04:53,790 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 18:05:05,595 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 335 valid]:
MRR: Tail : 0.4108, Head : 0.23115, Avg : 0.32098
2023-06-21 18:05:05,595 - yago11k_both_0.001 - [INFO] - [Epoch 335]: Training Loss: 0.0011188, Valid MRR: 0.32657,
2023-06-21 18:05:06,234 - yago11k_both_0.001 - [INFO] - [E:336| 0]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:06:08,868 - yago11k_both_0.001 - [INFO] - [E:336| 100]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:07:11,513 - yago11k_both_0.001 - [INFO] - [E:336| 200]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:08:14,148 - yago11k_both_0.001 - [INFO] - [E:336| 300]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:09:16,788 - yago11k_both_0.001 - [INFO] - [E:336| 400]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:10:19,448 - yago11k_both_0.001 - [INFO] - [E:336| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:11:21,659 - yago11k_both_0.001 - [INFO] - [E:336| 600]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:11:21,659 - yago11k_both_0.001 - [INFO] - [Epoch:336]: Training Loss:0.001118
2023-06-21 18:11:21,872 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 18:11:33,816 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 18:11:45,615 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 336 valid]:
MRR: Tail : 0.41134, Head : 0.234, Avg : 0.32267
2023-06-21 18:11:45,615 - yago11k_both_0.001 - [INFO] - [Epoch 336]: Training Loss: 0.001118, Valid MRR: 0.32657,
2023-06-21 18:11:46,249 - yago11k_both_0.001 - [INFO] - [E:337| 0]: Train Loss:0.00113, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:12:48,903 - yago11k_both_0.001 - [INFO] - [E:337| 100]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:13:51,553 - yago11k_both_0.001 - [INFO] - [E:337| 200]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:14:54,222 - yago11k_both_0.001 - [INFO] - [E:337| 300]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:15:56,862 - yago11k_both_0.001 - [INFO] - [E:337| 400]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:16:59,469 - yago11k_both_0.001 - [INFO] - [E:337| 500]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:18:01,663 - yago11k_both_0.001 - [INFO] - [E:337| 600]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:18:01,663 - yago11k_both_0.001 - [INFO] - [Epoch:337]: Training Loss:0.001118
2023-06-21 18:18:01,877 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 18:18:13,832 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 18:18:25,633 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 337 valid]:
MRR: Tail : 0.41475, Head : 0.23302, Avg : 0.32389
2023-06-21 18:18:25,633 - yago11k_both_0.001 - [INFO] - [Epoch 337]: Training Loss: 0.0011184, Valid MRR: 0.32657,
2023-06-21 18:18:26,272 - yago11k_both_0.001 - [INFO] - [E:338| 0]: Train Loss:0.0011012, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:19:28,927 - yago11k_both_0.001 - [INFO] - [E:338| 100]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:20:31,561 - yago11k_both_0.001 - [INFO] - [E:338| 200]: Train Loss:0.0011191, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:21:34,206 - yago11k_both_0.001 - [INFO] - [E:338| 300]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:22:36,874 - yago11k_both_0.001 - [INFO] - [E:338| 400]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:23:39,492 - yago11k_both_0.001 - [INFO] - [E:338| 500]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:24:41,703 - yago11k_both_0.001 - [INFO] - [E:338| 600]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:24:41,703 - yago11k_both_0.001 - [INFO] - [Epoch:338]: Training Loss:0.001118
2023-06-21 18:24:41,917 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 18:24:53,873 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 18:25:05,665 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 338 valid]:
MRR: Tail : 0.41299, Head : 0.23267, Avg : 0.32283
2023-06-21 18:25:05,665 - yago11k_both_0.001 - [INFO] - [Epoch 338]: Training Loss: 0.001118, Valid MRR: 0.32657,
2023-06-21 18:25:06,295 - yago11k_both_0.001 - [INFO] - [E:339| 0]: Train Loss:0.0011323, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:26:08,928 - yago11k_both_0.001 - [INFO] - [E:339| 100]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:27:11,554 - yago11k_both_0.001 - [INFO] - [E:339| 200]: Train Loss:0.0011189, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:28:14,210 - yago11k_both_0.001 - [INFO] - [E:339| 300]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:29:16,863 - yago11k_both_0.001 - [INFO] - [E:339| 400]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:30:19,492 - yago11k_both_0.001 - [INFO] - [E:339| 500]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:31:21,745 - yago11k_both_0.001 - [INFO] - [E:339| 600]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:31:21,746 - yago11k_both_0.001 - [INFO] - [Epoch:339]: Training Loss:0.001118
2023-06-21 18:31:21,958 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 18:31:33,908 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 18:31:45,700 - yago11k_both_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
2023-06-21 18:31:45,700 - yago11k_both_0.001 - [INFO] - [Epoch 339]: Training Loss: 0.0011184, Valid MRR: 0.32657,
2023-06-21 18:31:46,336 - yago11k_both_0.001 - [INFO] - [E:340| 0]: Train Loss:0.0011363, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:32:48,953 - yago11k_both_0.001 - [INFO] - [E:340| 100]: Train Loss:0.0011188, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:33:51,611 - yago11k_both_0.001 - [INFO] - [E:340| 200]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:34:54,264 - yago11k_both_0.001 - [INFO] - [E:340| 300]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:35:56,908 - yago11k_both_0.001 - [INFO] - [E:340| 400]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:36:59,526 - yago11k_both_0.001 - [INFO] - [E:340| 500]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:38:01,735 - yago11k_both_0.001 - [INFO] - [E:340| 600]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:38:01,735 - yago11k_both_0.001 - [INFO] - [Epoch:340]: Training Loss:0.001118
2023-06-21 18:38:01,948 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 18:38:13,893 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 18:38:25,686 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 340 valid]:
MRR: Tail : 0.40948, Head : 0.23065, Avg : 0.32006
2023-06-21 18:38:25,686 - yago11k_both_0.001 - [INFO] - [Epoch 340]: Training Loss: 0.0011182, Valid MRR: 0.32657,
2023-06-21 18:38:26,319 - yago11k_both_0.001 - [INFO] - [E:341| 0]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:39:28,948 - yago11k_both_0.001 - [INFO] - [E:341| 100]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:40:31,586 - yago11k_both_0.001 - [INFO] - [E:341| 200]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:41:34,223 - yago11k_both_0.001 - [INFO] - [E:341| 300]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:42:36,855 - yago11k_both_0.001 - [INFO] - [E:341| 400]: Train Loss:0.0011173, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:43:39,464 - yago11k_both_0.001 - [INFO] - [E:341| 500]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:44:41,675 - yago11k_both_0.001 - [INFO] - [E:341| 600]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:44:41,675 - yago11k_both_0.001 - [INFO] - [Epoch:341]: Training Loss:0.001118
2023-06-21 18:44:41,888 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 18:44:53,843 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 18:45:05,633 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 341 valid]:
MRR: Tail : 0.40992, Head : 0.23476, Avg : 0.32234
2023-06-21 18:45:05,633 - yago11k_both_0.001 - [INFO] - [Epoch 341]: Training Loss: 0.0011177, Valid MRR: 0.32657,
2023-06-21 18:45:06,265 - yago11k_both_0.001 - [INFO] - [E:342| 0]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:46:08,899 - yago11k_both_0.001 - [INFO] - [E:342| 100]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:47:11,558 - yago11k_both_0.001 - [INFO] - [E:342| 200]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:48:14,207 - yago11k_both_0.001 - [INFO] - [E:342| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:49:16,851 - yago11k_both_0.001 - [INFO] - [E:342| 400]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:50:19,465 - yago11k_both_0.001 - [INFO] - [E:342| 500]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:51:21,687 - yago11k_both_0.001 - [INFO] - [E:342| 600]: Train Loss:0.0011183, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:51:21,687 - yago11k_both_0.001 - [INFO] - [Epoch:342]: Training Loss:0.001118
2023-06-21 18:51:21,901 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 18:51:33,854 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 18:51:45,648 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 342 valid]:
MRR: Tail : 0.40928, Head : 0.23308, Avg : 0.32118
2023-06-21 18:51:45,648 - yago11k_both_0.001 - [INFO] - [Epoch 342]: Training Loss: 0.0011183, Valid MRR: 0.32657,
2023-06-21 18:51:46,280 - yago11k_both_0.001 - [INFO] - [E:343| 0]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:52:48,910 - yago11k_both_0.001 - [INFO] - [E:343| 100]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:53:51,556 - yago11k_both_0.001 - [INFO] - [E:343| 200]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:54:54,234 - yago11k_both_0.001 - [INFO] - [E:343| 300]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:55:56,853 - yago11k_both_0.001 - [INFO] - [E:343| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:56:59,497 - yago11k_both_0.001 - [INFO] - [E:343| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:58:01,692 - yago11k_both_0.001 - [INFO] - [E:343| 600]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:58:01,692 - yago11k_both_0.001 - [INFO] - [Epoch:343]: Training Loss:0.001118
2023-06-21 18:58:01,906 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 18:58:13,862 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 18:58:25,655 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 343 valid]:
MRR: Tail : 0.41229, Head : 0.23083, Avg : 0.32156
2023-06-21 18:58:25,655 - yago11k_both_0.001 - [INFO] - [Epoch 343]: Training Loss: 0.0011178, Valid MRR: 0.32657,
2023-06-21 18:58:26,293 - yago11k_both_0.001 - [INFO] - [E:344| 0]: Train Loss:0.001119, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 18:59:28,939 - yago11k_both_0.001 - [INFO] - [E:344| 100]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:00:31,571 - yago11k_both_0.001 - [INFO] - [E:344| 200]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:01:34,215 - yago11k_both_0.001 - [INFO] - [E:344| 300]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:02:36,876 - yago11k_both_0.001 - [INFO] - [E:344| 400]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:03:39,499 - yago11k_both_0.001 - [INFO] - [E:344| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:04:41,723 - yago11k_both_0.001 - [INFO] - [E:344| 600]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:04:41,723 - yago11k_both_0.001 - [INFO] - [Epoch:344]: Training Loss:0.001118
2023-06-21 19:04:41,937 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 19:04:53,883 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 19:05:05,670 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 344 valid]:
MRR: Tail : 0.41605, Head : 0.23093, Avg : 0.32349
2023-06-21 19:05:05,670 - yago11k_both_0.001 - [INFO] - [Epoch 344]: Training Loss: 0.0011177, Valid MRR: 0.32657,
2023-06-21 19:05:06,302 - yago11k_both_0.001 - [INFO] - [E:345| 0]: Train Loss:0.0011019, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:06:08,955 - yago11k_both_0.001 - [INFO] - [E:345| 100]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:07:11,562 - yago11k_both_0.001 - [INFO] - [E:345| 200]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:08:14,175 - yago11k_both_0.001 - [INFO] - [E:345| 300]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:09:16,810 - yago11k_both_0.001 - [INFO] - [E:345| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:10:19,438 - yago11k_both_0.001 - [INFO] - [E:345| 500]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:11:21,644 - yago11k_both_0.001 - [INFO] - [E:345| 600]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:11:21,644 - yago11k_both_0.001 - [INFO] - [Epoch:345]: Training Loss:0.001117
2023-06-21 19:11:21,858 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 19:11:33,804 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 19:11:45,597 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 345 valid]:
MRR: Tail : 0.41458, Head : 0.23264, Avg : 0.32361
2023-06-21 19:11:45,597 - yago11k_both_0.001 - [INFO] - [Epoch 345]: Training Loss: 0.0011175, Valid MRR: 0.32657,
2023-06-21 19:11:46,229 - yago11k_both_0.001 - [INFO] - [E:346| 0]: Train Loss:0.001134, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:12:48,867 - yago11k_both_0.001 - [INFO] - [E:346| 100]: Train Loss:0.0011186, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:13:51,508 - yago11k_both_0.001 - [INFO] - [E:346| 200]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:14:54,149 - yago11k_both_0.001 - [INFO] - [E:346| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:15:56,779 - yago11k_both_0.001 - [INFO] - [E:346| 400]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:16:59,408 - yago11k_both_0.001 - [INFO] - [E:346| 500]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:18:01,619 - yago11k_both_0.001 - [INFO] - [E:346| 600]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:18:01,619 - yago11k_both_0.001 - [INFO] - [Epoch:346]: Training Loss:0.001118
2023-06-21 19:18:01,833 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 19:18:13,787 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 19:18:25,574 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 346 valid]:
MRR: Tail : 0.41383, Head : 0.22877, Avg : 0.3213
2023-06-21 19:18:25,575 - yago11k_both_0.001 - [INFO] - [Epoch 346]: Training Loss: 0.0011176, Valid MRR: 0.32657,
2023-06-21 19:18:26,209 - yago11k_both_0.001 - [INFO] - [E:347| 0]: Train Loss:0.0011043, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:19:28,852 - yago11k_both_0.001 - [INFO] - [E:347| 100]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:20:31,501 - yago11k_both_0.001 - [INFO] - [E:347| 200]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:21:34,155 - yago11k_both_0.001 - [INFO] - [E:347| 300]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:22:36,816 - yago11k_both_0.001 - [INFO] - [E:347| 400]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:23:39,453 - yago11k_both_0.001 - [INFO] - [E:347| 500]: Train Loss:0.0011182, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:24:41,663 - yago11k_both_0.001 - [INFO] - [E:347| 600]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:24:41,663 - yago11k_both_0.001 - [INFO] - [Epoch:347]: Training Loss:0.001118
2023-06-21 19:24:41,876 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 19:24:53,824 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 19:25:05,612 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 347 valid]:
MRR: Tail : 0.4155, Head : 0.23056, Avg : 0.32303
2023-06-21 19:25:05,612 - yago11k_both_0.001 - [INFO] - [Epoch 347]: Training Loss: 0.0011181, Valid MRR: 0.32657,
2023-06-21 19:25:06,243 - yago11k_both_0.001 - [INFO] - [E:348| 0]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:26:08,876 - yago11k_both_0.001 - [INFO] - [E:348| 100]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:27:11,522 - yago11k_both_0.001 - [INFO] - [E:348| 200]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:28:14,150 - yago11k_both_0.001 - [INFO] - [E:348| 300]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:29:16,759 - yago11k_both_0.001 - [INFO] - [E:348| 400]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:30:19,422 - yago11k_both_0.001 - [INFO] - [E:348| 500]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:31:21,636 - yago11k_both_0.001 - [INFO] - [E:348| 600]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:31:21,637 - yago11k_both_0.001 - [INFO] - [Epoch:348]: Training Loss:0.001118
2023-06-21 19:31:21,849 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 19:31:33,797 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 19:31:45,588 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 348 valid]:
MRR: Tail : 0.40941, Head : 0.2293, Avg : 0.31936
2023-06-21 19:31:45,588 - yago11k_both_0.001 - [INFO] - [Epoch 348]: Training Loss: 0.0011177, Valid MRR: 0.32657,
2023-06-21 19:31:46,221 - yago11k_both_0.001 - [INFO] - [E:349| 0]: Train Loss:0.0011224, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:32:48,864 - yago11k_both_0.001 - [INFO] - [E:349| 100]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:33:51,483 - yago11k_both_0.001 - [INFO] - [E:349| 200]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:34:54,126 - yago11k_both_0.001 - [INFO] - [E:349| 300]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:35:56,761 - yago11k_both_0.001 - [INFO] - [E:349| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:36:59,399 - yago11k_both_0.001 - [INFO] - [E:349| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:38:01,629 - yago11k_both_0.001 - [INFO] - [E:349| 600]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:38:01,629 - yago11k_both_0.001 - [INFO] - [Epoch:349]: Training Loss:0.001118
2023-06-21 19:38:01,842 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 19:38:13,791 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 19:38:25,582 - yago11k_both_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
2023-06-21 19:38:25,582 - yago11k_both_0.001 - [INFO] - [Epoch 349]: Training Loss: 0.0011178, Valid MRR: 0.32657,
2023-06-21 19:38:26,212 - yago11k_both_0.001 - [INFO] - [E:350| 0]: Train Loss:0.0011196, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:39:28,802 - yago11k_both_0.001 - [INFO] - [E:350| 100]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:40:31,419 - yago11k_both_0.001 - [INFO] - [E:350| 200]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:41:34,042 - yago11k_both_0.001 - [INFO] - [E:350| 300]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:42:36,652 - yago11k_both_0.001 - [INFO] - [E:350| 400]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:43:39,296 - yago11k_both_0.001 - [INFO] - [E:350| 500]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:44:41,512 - yago11k_both_0.001 - [INFO] - [E:350| 600]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:44:41,512 - yago11k_both_0.001 - [INFO] - [Epoch:350]: Training Loss:0.001117
2023-06-21 19:44:41,725 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 19:44:53,683 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 19:45:05,475 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 350 valid]:
MRR: Tail : 0.41213, Head : 0.23406, Avg : 0.3231
2023-06-21 19:45:05,475 - yago11k_both_0.001 - [INFO] - [Epoch 350]: Training Loss: 0.0011175, Valid MRR: 0.32657,
2023-06-21 19:45:06,110 - yago11k_both_0.001 - [INFO] - [E:351| 0]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:46:08,746 - yago11k_both_0.001 - [INFO] - [E:351| 100]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:47:11,407 - yago11k_both_0.001 - [INFO] - [E:351| 200]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:48:14,033 - yago11k_both_0.001 - [INFO] - [E:351| 300]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:49:16,678 - yago11k_both_0.001 - [INFO] - [E:351| 400]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:50:19,295 - yago11k_both_0.001 - [INFO] - [E:351| 500]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:51:21,495 - yago11k_both_0.001 - [INFO] - [E:351| 600]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:51:21,495 - yago11k_both_0.001 - [INFO] - [Epoch:351]: Training Loss:0.001118
2023-06-21 19:51:21,709 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 19:51:33,671 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 19:51:45,461 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 351 valid]:
MRR: Tail : 0.4092, Head : 0.23239, Avg : 0.32079
2023-06-21 19:51:45,461 - yago11k_both_0.001 - [INFO] - [Epoch 351]: Training Loss: 0.0011175, Valid MRR: 0.32657,
2023-06-21 19:51:46,091 - yago11k_both_0.001 - [INFO] - [E:352| 0]: Train Loss:0.0011044, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:52:48,710 - yago11k_both_0.001 - [INFO] - [E:352| 100]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:53:51,371 - yago11k_both_0.001 - [INFO] - [E:352| 200]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:54:54,037 - yago11k_both_0.001 - [INFO] - [E:352| 300]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:55:56,691 - yago11k_both_0.001 - [INFO] - [E:352| 400]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:56:59,338 - yago11k_both_0.001 - [INFO] - [E:352| 500]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:58:01,531 - yago11k_both_0.001 - [INFO] - [E:352| 600]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:58:01,532 - yago11k_both_0.001 - [INFO] - [Epoch:352]: Training Loss:0.001117
2023-06-21 19:58:01,745 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 19:58:13,713 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 19:58:25,498 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 352 valid]:
MRR: Tail : 0.41302, Head : 0.23452, Avg : 0.32377
2023-06-21 19:58:25,498 - yago11k_both_0.001 - [INFO] - [Epoch 352]: Training Loss: 0.0011174, Valid MRR: 0.32657,
2023-06-21 19:58:26,129 - yago11k_both_0.001 - [INFO] - [E:353| 0]: Train Loss:0.0011264, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 19:59:28,771 - yago11k_both_0.001 - [INFO] - [E:353| 100]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:00:31,431 - yago11k_both_0.001 - [INFO] - [E:353| 200]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:01:34,084 - yago11k_both_0.001 - [INFO] - [E:353| 300]: Train Loss:0.0011184, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:02:36,735 - yago11k_both_0.001 - [INFO] - [E:353| 400]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:03:39,349 - yago11k_both_0.001 - [INFO] - [E:353| 500]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:04:41,558 - yago11k_both_0.001 - [INFO] - [E:353| 600]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:04:41,559 - yago11k_both_0.001 - [INFO] - [Epoch:353]: Training Loss:0.001118
2023-06-21 20:04:41,773 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 20:04:53,734 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 20:05:05,529 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 353 valid]:
MRR: Tail : 0.40918, Head : 0.23455, Avg : 0.32186
2023-06-21 20:05:05,529 - yago11k_both_0.001 - [INFO] - [Epoch 353]: Training Loss: 0.0011178, Valid MRR: 0.32657,
2023-06-21 20:05:06,161 - yago11k_both_0.001 - [INFO] - [E:354| 0]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:06:08,828 - yago11k_both_0.001 - [INFO] - [E:354| 100]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:07:11,472 - yago11k_both_0.001 - [INFO] - [E:354| 200]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:08:14,148 - yago11k_both_0.001 - [INFO] - [E:354| 300]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:09:16,801 - yago11k_both_0.001 - [INFO] - [E:354| 400]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:10:19,463 - yago11k_both_0.001 - [INFO] - [E:354| 500]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:11:21,679 - yago11k_both_0.001 - [INFO] - [E:354| 600]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:11:21,679 - yago11k_both_0.001 - [INFO] - [Epoch:354]: Training Loss:0.001118
2023-06-21 20:11:21,892 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 20:11:33,874 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 20:11:45,673 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 354 valid]:
MRR: Tail : 0.41886, Head : 0.23128, Avg : 0.32507
2023-06-21 20:11:45,673 - yago11k_both_0.001 - [INFO] - [Epoch 354]: Training Loss: 0.0011176, Valid MRR: 0.32657,
2023-06-21 20:11:46,305 - yago11k_both_0.001 - [INFO] - [E:355| 0]: Train Loss:0.0010983, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:12:48,967 - yago11k_both_0.001 - [INFO] - [E:355| 100]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:13:51,624 - yago11k_both_0.001 - [INFO] - [E:355| 200]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:14:54,283 - yago11k_both_0.001 - [INFO] - [E:355| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:15:56,940 - yago11k_both_0.001 - [INFO] - [E:355| 400]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:16:59,578 - yago11k_both_0.001 - [INFO] - [E:355| 500]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:18:01,811 - yago11k_both_0.001 - [INFO] - [E:355| 600]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:18:01,811 - yago11k_both_0.001 - [INFO] - [Epoch:355]: Training Loss:0.001118
2023-06-21 20:18:02,024 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 20:18:13,995 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 20:18:25,794 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 355 valid]:
MRR: Tail : 0.41044, Head : 0.22915, Avg : 0.31979
2023-06-21 20:18:25,795 - yago11k_both_0.001 - [INFO] - [Epoch 355]: Training Loss: 0.001118, Valid MRR: 0.32657,
2023-06-21 20:18:26,426 - yago11k_both_0.001 - [INFO] - [E:356| 0]: Train Loss:0.0011485, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:19:29,095 - yago11k_both_0.001 - [INFO] - [E:356| 100]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:20:31,756 - yago11k_both_0.001 - [INFO] - [E:356| 200]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:21:34,417 - yago11k_both_0.001 - [INFO] - [E:356| 300]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:22:37,050 - yago11k_both_0.001 - [INFO] - [E:356| 400]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:23:39,674 - yago11k_both_0.001 - [INFO] - [E:356| 500]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:24:41,901 - yago11k_both_0.001 - [INFO] - [E:356| 600]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:24:41,901 - yago11k_both_0.001 - [INFO] - [Epoch:356]: Training Loss:0.001118
2023-06-21 20:24:42,115 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 20:24:54,074 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 20:25:05,871 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 356 valid]:
MRR: Tail : 0.41191, Head : 0.22845, Avg : 0.32018
2023-06-21 20:25:05,871 - yago11k_both_0.001 - [INFO] - [Epoch 356]: Training Loss: 0.0011177, Valid MRR: 0.32657,
2023-06-21 20:25:06,503 - yago11k_both_0.001 - [INFO] - [E:357| 0]: Train Loss:0.001109, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:26:09,148 - yago11k_both_0.001 - [INFO] - [E:357| 100]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:27:11,785 - yago11k_both_0.001 - [INFO] - [E:357| 200]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:28:14,410 - yago11k_both_0.001 - [INFO] - [E:357| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:29:17,030 - yago11k_both_0.001 - [INFO] - [E:357| 400]: Train Loss:0.0011173, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:30:19,683 - yago11k_both_0.001 - [INFO] - [E:357| 500]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:31:21,914 - yago11k_both_0.001 - [INFO] - [E:357| 600]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:31:21,915 - yago11k_both_0.001 - [INFO] - [Epoch:357]: Training Loss:0.001118
2023-06-21 20:31:22,128 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 20:31:34,089 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 20:31:45,903 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 357 valid]:
MRR: Tail : 0.41223, Head : 0.23465, Avg : 0.32344
2023-06-21 20:31:45,904 - yago11k_both_0.001 - [INFO] - [Epoch 357]: Training Loss: 0.0011176, Valid MRR: 0.32657,
2023-06-21 20:31:46,536 - yago11k_both_0.001 - [INFO] - [E:358| 0]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:32:49,155 - yago11k_both_0.001 - [INFO] - [E:358| 100]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:33:51,811 - yago11k_both_0.001 - [INFO] - [E:358| 200]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:34:54,431 - yago11k_both_0.001 - [INFO] - [E:358| 300]: Train Loss:0.0011174, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:35:57,075 - yago11k_both_0.001 - [INFO] - [E:358| 400]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:36:59,722 - yago11k_both_0.001 - [INFO] - [E:358| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:38:01,936 - yago11k_both_0.001 - [INFO] - [E:358| 600]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:38:01,936 - yago11k_both_0.001 - [INFO] - [Epoch:358]: Training Loss:0.001118
2023-06-21 20:38:02,149 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 20:38:14,108 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 20:38:25,909 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 358 valid]:
MRR: Tail : 0.4098, Head : 0.23, Avg : 0.3199
2023-06-21 20:38:25,910 - yago11k_both_0.001 - [INFO] - [Epoch 358]: Training Loss: 0.0011176, Valid MRR: 0.32657,
2023-06-21 20:38:26,547 - yago11k_both_0.001 - [INFO] - [E:359| 0]: Train Loss:0.0011412, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:39:29,161 - yago11k_both_0.001 - [INFO] - [E:359| 100]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:40:31,791 - yago11k_both_0.001 - [INFO] - [E:359| 200]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:41:34,448 - yago11k_both_0.001 - [INFO] - [E:359| 300]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:42:37,114 - yago11k_both_0.001 - [INFO] - [E:359| 400]: Train Loss:0.0011173, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:43:39,753 - yago11k_both_0.001 - [INFO] - [E:359| 500]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:44:41,956 - yago11k_both_0.001 - [INFO] - [E:359| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:44:41,957 - yago11k_both_0.001 - [INFO] - [Epoch:359]: Training Loss:0.001117
2023-06-21 20:44:42,170 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 20:44:54,126 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 20:45:05,924 - yago11k_both_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
2023-06-21 20:45:05,924 - yago11k_both_0.001 - [INFO] - [Epoch 359]: Training Loss: 0.0011168, Valid MRR: 0.32657,
2023-06-21 20:45:06,556 - yago11k_both_0.001 - [INFO] - [E:360| 0]: Train Loss:0.0011327, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:46:09,197 - yago11k_both_0.001 - [INFO] - [E:360| 100]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:47:11,830 - yago11k_both_0.001 - [INFO] - [E:360| 200]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:48:14,468 - yago11k_both_0.001 - [INFO] - [E:360| 300]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:49:17,123 - yago11k_both_0.001 - [INFO] - [E:360| 400]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:50:19,759 - yago11k_both_0.001 - [INFO] - [E:360| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:51:21,963 - yago11k_both_0.001 - [INFO] - [E:360| 600]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:51:21,963 - yago11k_both_0.001 - [INFO] - [Epoch:360]: Training Loss:0.001117
2023-06-21 20:51:22,176 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 20:51:34,129 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 20:51:45,933 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 360 valid]:
MRR: Tail : 0.41293, Head : 0.23286, Avg : 0.3229
2023-06-21 20:51:45,934 - yago11k_both_0.001 - [INFO] - [Epoch 360]: Training Loss: 0.001117, Valid MRR: 0.32657,
2023-06-21 20:51:46,566 - yago11k_both_0.001 - [INFO] - [E:361| 0]: Train Loss:0.001104, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:52:49,210 - yago11k_both_0.001 - [INFO] - [E:361| 100]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:53:51,832 - yago11k_both_0.001 - [INFO] - [E:361| 200]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:54:54,469 - yago11k_both_0.001 - [INFO] - [E:361| 300]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:55:57,115 - yago11k_both_0.001 - [INFO] - [E:361| 400]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:56:59,764 - yago11k_both_0.001 - [INFO] - [E:361| 500]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:58:01,989 - yago11k_both_0.001 - [INFO] - [E:361| 600]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:58:01,989 - yago11k_both_0.001 - [INFO] - [Epoch:361]: Training Loss:0.001117
2023-06-21 20:58:02,202 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 20:58:14,158 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 20:58:25,963 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 361 valid]:
MRR: Tail : 0.41436, Head : 0.23048, Avg : 0.32242
2023-06-21 20:58:25,963 - yago11k_both_0.001 - [INFO] - [Epoch 361]: Training Loss: 0.0011169, Valid MRR: 0.32657,
2023-06-21 20:58:26,596 - yago11k_both_0.001 - [INFO] - [E:362| 0]: Train Loss:0.0011284, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 20:59:29,261 - yago11k_both_0.001 - [INFO] - [E:362| 100]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:00:31,924 - yago11k_both_0.001 - [INFO] - [E:362| 200]: Train Loss:0.001118, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:01:34,556 - yago11k_both_0.001 - [INFO] - [E:362| 300]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:02:37,210 - yago11k_both_0.001 - [INFO] - [E:362| 400]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:03:39,835 - yago11k_both_0.001 - [INFO] - [E:362| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:04:42,046 - yago11k_both_0.001 - [INFO] - [E:362| 600]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:04:42,047 - yago11k_both_0.001 - [INFO] - [Epoch:362]: Training Loss:0.001117
2023-06-21 21:04:42,261 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 21:04:54,210 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 21:05:06,006 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 362 valid]:
MRR: Tail : 0.41276, Head : 0.23334, Avg : 0.32305
2023-06-21 21:05:06,006 - yago11k_both_0.001 - [INFO] - [Epoch 362]: Training Loss: 0.001117, Valid MRR: 0.32657,
2023-06-21 21:05:06,639 - yago11k_both_0.001 - [INFO] - [E:363| 0]: Train Loss:0.0011007, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:06:09,293 - yago11k_both_0.001 - [INFO] - [E:363| 100]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:07:11,955 - yago11k_both_0.001 - [INFO] - [E:363| 200]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:08:14,587 - yago11k_both_0.001 - [INFO] - [E:363| 300]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:09:17,234 - yago11k_both_0.001 - [INFO] - [E:363| 400]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:10:19,847 - yago11k_both_0.001 - [INFO] - [E:363| 500]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:11:22,062 - yago11k_both_0.001 - [INFO] - [E:363| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:11:22,062 - yago11k_both_0.001 - [INFO] - [Epoch:363]: Training Loss:0.001117
2023-06-21 21:11:22,275 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 21:11:34,226 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 21:11:46,015 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 363 valid]:
MRR: Tail : 0.41711, Head : 0.22958, Avg : 0.32335
2023-06-21 21:11:46,016 - yago11k_both_0.001 - [INFO] - [Epoch 363]: Training Loss: 0.0011168, Valid MRR: 0.32657,
2023-06-21 21:11:46,648 - yago11k_both_0.001 - [INFO] - [E:364| 0]: Train Loss:0.0010994, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:12:49,300 - yago11k_both_0.001 - [INFO] - [E:364| 100]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:13:51,942 - yago11k_both_0.001 - [INFO] - [E:364| 200]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:14:54,601 - yago11k_both_0.001 - [INFO] - [E:364| 300]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:15:57,234 - yago11k_both_0.001 - [INFO] - [E:364| 400]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:16:59,900 - yago11k_both_0.001 - [INFO] - [E:364| 500]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:18:02,108 - yago11k_both_0.001 - [INFO] - [E:364| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:18:02,109 - yago11k_both_0.001 - [INFO] - [Epoch:364]: Training Loss:0.001117
2023-06-21 21:18:02,321 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 21:18:14,269 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 21:18:26,063 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 364 valid]:
MRR: Tail : 0.41231, Head : 0.231, Avg : 0.32165
2023-06-21 21:18:26,063 - yago11k_both_0.001 - [INFO] - [Epoch 364]: Training Loss: 0.0011168, Valid MRR: 0.32657,
2023-06-21 21:18:26,695 - yago11k_both_0.001 - [INFO] - [E:365| 0]: Train Loss:0.0011045, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:19:29,323 - yago11k_both_0.001 - [INFO] - [E:365| 100]: Train Loss:0.0011181, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:20:31,961 - yago11k_both_0.001 - [INFO] - [E:365| 200]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:21:34,596 - yago11k_both_0.001 - [INFO] - [E:365| 300]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:22:37,228 - yago11k_both_0.001 - [INFO] - [E:365| 400]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:23:39,873 - yago11k_both_0.001 - [INFO] - [E:365| 500]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:24:42,065 - yago11k_both_0.001 - [INFO] - [E:365| 600]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:24:42,066 - yago11k_both_0.001 - [INFO] - [Epoch:365]: Training Loss:0.001117
2023-06-21 21:24:42,279 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 21:24:54,225 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 21:25:06,015 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 365 valid]:
MRR: Tail : 0.415, Head : 0.23095, Avg : 0.32298
2023-06-21 21:25:06,015 - yago11k_both_0.001 - [INFO] - [Epoch 365]: Training Loss: 0.0011167, Valid MRR: 0.32657,
2023-06-21 21:25:06,645 - yago11k_both_0.001 - [INFO] - [E:366| 0]: Train Loss:0.0010948, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:26:09,269 - yago11k_both_0.001 - [INFO] - [E:366| 100]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:27:11,901 - yago11k_both_0.001 - [INFO] - [E:366| 200]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:28:14,535 - yago11k_both_0.001 - [INFO] - [E:366| 300]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:29:17,172 - yago11k_both_0.001 - [INFO] - [E:366| 400]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:30:19,827 - yago11k_both_0.001 - [INFO] - [E:366| 500]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:31:22,029 - yago11k_both_0.001 - [INFO] - [E:366| 600]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:31:22,029 - yago11k_both_0.001 - [INFO] - [Epoch:366]: Training Loss:0.001117
2023-06-21 21:31:22,243 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 21:31:34,194 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 21:31:45,991 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 366 valid]:
MRR: Tail : 0.41757, Head : 0.23238, Avg : 0.32497
2023-06-21 21:31:45,991 - yago11k_both_0.001 - [INFO] - [Epoch 366]: Training Loss: 0.0011167, Valid MRR: 0.32657,
2023-06-21 21:31:46,625 - yago11k_both_0.001 - [INFO] - [E:367| 0]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:32:49,255 - yago11k_both_0.001 - [INFO] - [E:367| 100]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:33:51,870 - yago11k_both_0.001 - [INFO] - [E:367| 200]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:34:54,494 - yago11k_both_0.001 - [INFO] - [E:367| 300]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:35:57,133 - yago11k_both_0.001 - [INFO] - [E:367| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:36:59,769 - yago11k_both_0.001 - [INFO] - [E:367| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:38:01,969 - yago11k_both_0.001 - [INFO] - [E:367| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:38:01,969 - yago11k_both_0.001 - [INFO] - [Epoch:367]: Training Loss:0.001117
2023-06-21 21:38:02,183 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 21:38:14,138 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 21:38:25,936 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 367 valid]:
MRR: Tail : 0.40649, Head : 0.23067, Avg : 0.31858
2023-06-21 21:38:25,936 - yago11k_both_0.001 - [INFO] - [Epoch 367]: Training Loss: 0.0011168, Valid MRR: 0.32657,
2023-06-21 21:38:26,567 - yago11k_both_0.001 - [INFO] - [E:368| 0]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:39:29,197 - yago11k_both_0.001 - [INFO] - [E:368| 100]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:40:31,863 - yago11k_both_0.001 - [INFO] - [E:368| 200]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:41:34,518 - yago11k_both_0.001 - [INFO] - [E:368| 300]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:42:37,173 - yago11k_both_0.001 - [INFO] - [E:368| 400]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:43:39,812 - yago11k_both_0.001 - [INFO] - [E:368| 500]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:44:42,016 - yago11k_both_0.001 - [INFO] - [E:368| 600]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:44:42,016 - yago11k_both_0.001 - [INFO] - [Epoch:368]: Training Loss:0.001116
2023-06-21 21:44:42,229 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 21:44:54,187 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 21:45:05,979 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 368 valid]:
MRR: Tail : 0.41144, Head : 0.23028, Avg : 0.32086
2023-06-21 21:45:05,980 - yago11k_both_0.001 - [INFO] - [Epoch 368]: Training Loss: 0.0011164, Valid MRR: 0.32657,
2023-06-21 21:45:06,611 - yago11k_both_0.001 - [INFO] - [E:369| 0]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:46:09,237 - yago11k_both_0.001 - [INFO] - [E:369| 100]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:47:11,858 - yago11k_both_0.001 - [INFO] - [E:369| 200]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:48:14,497 - yago11k_both_0.001 - [INFO] - [E:369| 300]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:49:17,140 - yago11k_both_0.001 - [INFO] - [E:369| 400]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:50:19,760 - yago11k_both_0.001 - [INFO] - [E:369| 500]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:51:21,978 - yago11k_both_0.001 - [INFO] - [E:369| 600]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:51:21,978 - yago11k_both_0.001 - [INFO] - [Epoch:369]: Training Loss:0.001117
2023-06-21 21:51:22,192 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 21:51:34,146 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 21:51:45,943 - yago11k_both_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
2023-06-21 21:51:45,944 - yago11k_both_0.001 - [INFO] - [Epoch 369]: Training Loss: 0.0011168, Valid MRR: 0.32657,
2023-06-21 21:51:46,575 - yago11k_both_0.001 - [INFO] - [E:370| 0]: Train Loss:0.0011417, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:52:49,190 - yago11k_both_0.001 - [INFO] - [E:370| 100]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:53:51,855 - yago11k_both_0.001 - [INFO] - [E:370| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:54:54,493 - yago11k_both_0.001 - [INFO] - [E:370| 300]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:55:57,132 - yago11k_both_0.001 - [INFO] - [E:370| 400]: Train Loss:0.0011172, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:56:59,748 - yago11k_both_0.001 - [INFO] - [E:370| 500]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:58:01,955 - yago11k_both_0.001 - [INFO] - [E:370| 600]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:58:01,955 - yago11k_both_0.001 - [INFO] - [Epoch:370]: Training Loss:0.001116
2023-06-21 21:58:02,168 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 21:58:14,130 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 21:58:25,926 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 370 valid]:
MRR: Tail : 0.40824, Head : 0.23469, Avg : 0.32147
2023-06-21 21:58:25,926 - yago11k_both_0.001 - [INFO] - [Epoch 370]: Training Loss: 0.0011163, Valid MRR: 0.32657,
2023-06-21 21:58:26,557 - yago11k_both_0.001 - [INFO] - [E:371| 0]: Train Loss:0.0011028, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 21:59:29,177 - yago11k_both_0.001 - [INFO] - [E:371| 100]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:00:31,820 - yago11k_both_0.001 - [INFO] - [E:371| 200]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:01:34,443 - yago11k_both_0.001 - [INFO] - [E:371| 300]: Train Loss:0.0011169, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:02:37,079 - yago11k_both_0.001 - [INFO] - [E:371| 400]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:03:39,707 - yago11k_both_0.001 - [INFO] - [E:371| 500]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:04:41,961 - yago11k_both_0.001 - [INFO] - [E:371| 600]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:04:41,961 - yago11k_both_0.001 - [INFO] - [Epoch:371]: Training Loss:0.001116
2023-06-21 22:04:42,174 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 22:04:54,128 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 22:05:05,924 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 371 valid]:
MRR: Tail : 0.41467, Head : 0.23125, Avg : 0.32296
2023-06-21 22:05:05,924 - yago11k_both_0.001 - [INFO] - [Epoch 371]: Training Loss: 0.0011163, Valid MRR: 0.32657,
2023-06-21 22:05:06,556 - yago11k_both_0.001 - [INFO] - [E:372| 0]: Train Loss:0.0011062, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:06:09,213 - yago11k_both_0.001 - [INFO] - [E:372| 100]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:07:11,874 - yago11k_both_0.001 - [INFO] - [E:372| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:08:14,524 - yago11k_both_0.001 - [INFO] - [E:372| 300]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:09:17,173 - yago11k_both_0.001 - [INFO] - [E:372| 400]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:10:19,803 - yago11k_both_0.001 - [INFO] - [E:372| 500]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:11:22,024 - yago11k_both_0.001 - [INFO] - [E:372| 600]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:11:22,024 - yago11k_both_0.001 - [INFO] - [Epoch:372]: Training Loss:0.001117
2023-06-21 22:11:22,238 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 22:11:34,195 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 22:11:45,991 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 372 valid]:
MRR: Tail : 0.40964, Head : 0.22971, Avg : 0.31967
2023-06-21 22:11:45,991 - yago11k_both_0.001 - [INFO] - [Epoch 372]: Training Loss: 0.0011165, Valid MRR: 0.32657,
2023-06-21 22:11:46,622 - yago11k_both_0.001 - [INFO] - [E:373| 0]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:12:49,288 - yago11k_both_0.001 - [INFO] - [E:373| 100]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:13:51,972 - yago11k_both_0.001 - [INFO] - [E:373| 200]: Train Loss:0.001117, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:14:54,628 - yago11k_both_0.001 - [INFO] - [E:373| 300]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:15:57,301 - yago11k_both_0.001 - [INFO] - [E:373| 400]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:16:59,945 - yago11k_both_0.001 - [INFO] - [E:373| 500]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:18:02,165 - yago11k_both_0.001 - [INFO] - [E:373| 600]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:18:02,166 - yago11k_both_0.001 - [INFO] - [Epoch:373]: Training Loss:0.001116
2023-06-21 22:18:02,379 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 22:18:14,344 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 22:18:26,134 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 373 valid]:
MRR: Tail : 0.40749, Head : 0.23339, Avg : 0.32044
2023-06-21 22:18:26,134 - yago11k_both_0.001 - [INFO] - [Epoch 373]: Training Loss: 0.0011162, Valid MRR: 0.32657,
2023-06-21 22:18:26,765 - yago11k_both_0.001 - [INFO] - [E:374| 0]: Train Loss:0.001139, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:19:29,386 - yago11k_both_0.001 - [INFO] - [E:374| 100]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:20:32,036 - yago11k_both_0.001 - [INFO] - [E:374| 200]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:21:34,720 - yago11k_both_0.001 - [INFO] - [E:374| 300]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:22:37,488 - yago11k_both_0.001 - [INFO] - [E:374| 400]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:23:40,234 - yago11k_both_0.001 - [INFO] - [E:374| 500]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:24:42,517 - yago11k_both_0.001 - [INFO] - [E:374| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:24:42,517 - yago11k_both_0.001 - [INFO] - [Epoch:374]: Training Loss:0.001116
2023-06-21 22:24:42,731 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 22:24:54,710 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 22:25:06,520 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 374 valid]:
MRR: Tail : 0.40974, Head : 0.23395, Avg : 0.32185
2023-06-21 22:25:06,520 - yago11k_both_0.001 - [INFO] - [Epoch 374]: Training Loss: 0.001116, Valid MRR: 0.32657,
2023-06-21 22:25:07,151 - yago11k_both_0.001 - [INFO] - [E:375| 0]: Train Loss:0.0011099, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:26:09,802 - yago11k_both_0.001 - [INFO] - [E:375| 100]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:27:12,416 - yago11k_both_0.001 - [INFO] - [E:375| 200]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:28:15,059 - yago11k_both_0.001 - [INFO] - [E:375| 300]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:29:17,716 - yago11k_both_0.001 - [INFO] - [E:375| 400]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:30:20,360 - yago11k_both_0.001 - [INFO] - [E:375| 500]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:31:22,577 - yago11k_both_0.001 - [INFO] - [E:375| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:31:22,577 - yago11k_both_0.001 - [INFO] - [Epoch:375]: Training Loss:0.001116
2023-06-21 22:31:22,791 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 22:31:34,751 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 22:31:46,538 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 375 valid]:
MRR: Tail : 0.41413, Head : 0.23002, Avg : 0.32207
2023-06-21 22:31:46,538 - yago11k_both_0.001 - [INFO] - [Epoch 375]: Training Loss: 0.001116, Valid MRR: 0.32657,
2023-06-21 22:31:47,169 - yago11k_both_0.001 - [INFO] - [E:376| 0]: Train Loss:0.0010914, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:32:49,835 - yago11k_both_0.001 - [INFO] - [E:376| 100]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:33:52,481 - yago11k_both_0.001 - [INFO] - [E:376| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:34:55,127 - yago11k_both_0.001 - [INFO] - [E:376| 300]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:35:57,768 - yago11k_both_0.001 - [INFO] - [E:376| 400]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:37:00,395 - yago11k_both_0.001 - [INFO] - [E:376| 500]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:38:02,601 - yago11k_both_0.001 - [INFO] - [E:376| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:38:02,602 - yago11k_both_0.001 - [INFO] - [Epoch:376]: Training Loss:0.001116
2023-06-21 22:38:02,815 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 22:38:14,778 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 22:38:26,574 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 376 valid]:
MRR: Tail : 0.41648, Head : 0.23012, Avg : 0.3233
2023-06-21 22:38:26,574 - yago11k_both_0.001 - [INFO] - [Epoch 376]: Training Loss: 0.001116, Valid MRR: 0.32657,
2023-06-21 22:38:27,205 - yago11k_both_0.001 - [INFO] - [E:377| 0]: Train Loss:0.0011053, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:39:29,851 - yago11k_both_0.001 - [INFO] - [E:377| 100]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:40:32,497 - yago11k_both_0.001 - [INFO] - [E:377| 200]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:41:35,157 - yago11k_both_0.001 - [INFO] - [E:377| 300]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:42:37,806 - yago11k_both_0.001 - [INFO] - [E:377| 400]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:43:40,440 - yago11k_both_0.001 - [INFO] - [E:377| 500]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:44:42,659 - yago11k_both_0.001 - [INFO] - [E:377| 600]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:44:42,659 - yago11k_both_0.001 - [INFO] - [Epoch:377]: Training Loss:0.001116
2023-06-21 22:44:42,872 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 22:44:54,843 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 22:45:06,633 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 377 valid]:
MRR: Tail : 0.41315, Head : 0.23024, Avg : 0.3217
2023-06-21 22:45:06,634 - yago11k_both_0.001 - [INFO] - [Epoch 377]: Training Loss: 0.0011158, Valid MRR: 0.32657,
2023-06-21 22:45:07,265 - yago11k_both_0.001 - [INFO] - [E:378| 0]: Train Loss:0.0011095, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:46:09,892 - yago11k_both_0.001 - [INFO] - [E:378| 100]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:47:12,544 - yago11k_both_0.001 - [INFO] - [E:378| 200]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:48:15,219 - yago11k_both_0.001 - [INFO] - [E:378| 300]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:49:17,844 - yago11k_both_0.001 - [INFO] - [E:378| 400]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:50:20,498 - yago11k_both_0.001 - [INFO] - [E:378| 500]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:51:22,710 - yago11k_both_0.001 - [INFO] - [E:378| 600]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:51:22,710 - yago11k_both_0.001 - [INFO] - [Epoch:378]: Training Loss:0.001116
2023-06-21 22:51:22,922 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 22:51:34,884 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 22:51:46,679 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 378 valid]:
MRR: Tail : 0.41535, Head : 0.23172, Avg : 0.32353
2023-06-21 22:51:46,679 - yago11k_both_0.001 - [INFO] - [Epoch 378]: Training Loss: 0.0011157, Valid MRR: 0.32657,
2023-06-21 22:51:47,313 - yago11k_both_0.001 - [INFO] - [E:379| 0]: Train Loss:0.0010991, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:52:49,951 - yago11k_both_0.001 - [INFO] - [E:379| 100]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:53:52,602 - yago11k_both_0.001 - [INFO] - [E:379| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:54:55,275 - yago11k_both_0.001 - [INFO] - [E:379| 300]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:55:57,932 - yago11k_both_0.001 - [INFO] - [E:379| 400]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:57:00,585 - yago11k_both_0.001 - [INFO] - [E:379| 500]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:58:02,837 - yago11k_both_0.001 - [INFO] - [E:379| 600]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:58:02,837 - yago11k_both_0.001 - [INFO] - [Epoch:379]: Training Loss:0.001116
2023-06-21 22:58:03,051 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 22:58:15,020 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 22:58:26,806 - yago11k_both_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
2023-06-21 22:58:26,806 - yago11k_both_0.001 - [INFO] - [Epoch 379]: Training Loss: 0.0011163, Valid MRR: 0.32657,
2023-06-21 22:58:27,439 - yago11k_both_0.001 - [INFO] - [E:380| 0]: Train Loss:0.0011287, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 22:59:30,082 - yago11k_both_0.001 - [INFO] - [E:380| 100]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:00:32,763 - yago11k_both_0.001 - [INFO] - [E:380| 200]: Train Loss:0.0011167, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:01:35,482 - yago11k_both_0.001 - [INFO] - [E:380| 300]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:02:38,247 - yago11k_both_0.001 - [INFO] - [E:380| 400]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:03:40,992 - yago11k_both_0.001 - [INFO] - [E:380| 500]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:04:43,351 - yago11k_both_0.001 - [INFO] - [E:380| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:04:43,352 - yago11k_both_0.001 - [INFO] - [Epoch:380]: Training Loss:0.001116
2023-06-21 23:04:43,565 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 23:04:55,542 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 23:05:07,358 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 380 valid]:
MRR: Tail : 0.41166, Head : 0.23057, Avg : 0.32111
2023-06-21 23:05:07,358 - yago11k_both_0.001 - [INFO] - [Epoch 380]: Training Loss: 0.001116, Valid MRR: 0.32657,
2023-06-21 23:05:07,992 - yago11k_both_0.001 - [INFO] - [E:381| 0]: Train Loss:0.0011177, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:06:10,761 - yago11k_both_0.001 - [INFO] - [E:381| 100]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:07:13,535 - yago11k_both_0.001 - [INFO] - [E:381| 200]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:08:16,318 - yago11k_both_0.001 - [INFO] - [E:381| 300]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:09:19,069 - yago11k_both_0.001 - [INFO] - [E:381| 400]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:10:21,843 - yago11k_both_0.001 - [INFO] - [E:381| 500]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:11:24,194 - yago11k_both_0.001 - [INFO] - [E:381| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:11:24,195 - yago11k_both_0.001 - [INFO] - [Epoch:381]: Training Loss:0.001116
2023-06-21 23:11:24,408 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 23:11:36,389 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 23:11:48,204 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 381 valid]:
MRR: Tail : 0.40928, Head : 0.2295, Avg : 0.31939
2023-06-21 23:11:48,204 - yago11k_both_0.001 - [INFO] - [Epoch 381]: Training Loss: 0.001116, Valid MRR: 0.32657,
2023-06-21 23:11:48,837 - yago11k_both_0.001 - [INFO] - [E:382| 0]: Train Loss:0.0011336, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:12:51,598 - yago11k_both_0.001 - [INFO] - [E:382| 100]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:13:54,353 - yago11k_both_0.001 - [INFO] - [E:382| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:14:57,113 - yago11k_both_0.001 - [INFO] - [E:382| 300]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:15:59,869 - yago11k_both_0.001 - [INFO] - [E:382| 400]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:17:02,644 - yago11k_both_0.001 - [INFO] - [E:382| 500]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:18:05,021 - yago11k_both_0.001 - [INFO] - [E:382| 600]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:18:05,021 - yago11k_both_0.001 - [INFO] - [Epoch:382]: Training Loss:0.001116
2023-06-21 23:18:05,234 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 23:18:17,206 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 23:18:29,017 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 382 valid]:
MRR: Tail : 0.40713, Head : 0.23205, Avg : 0.31959
2023-06-21 23:18:29,017 - yago11k_both_0.001 - [INFO] - [Epoch 382]: Training Loss: 0.0011158, Valid MRR: 0.32657,
2023-06-21 23:18:29,651 - yago11k_both_0.001 - [INFO] - [E:383| 0]: Train Loss:0.0011065, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:19:32,417 - yago11k_both_0.001 - [INFO] - [E:383| 100]: Train Loss:0.0011178, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:20:35,158 - yago11k_both_0.001 - [INFO] - [E:383| 200]: Train Loss:0.0011162, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:21:37,930 - yago11k_both_0.001 - [INFO] - [E:383| 300]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:22:40,701 - yago11k_both_0.001 - [INFO] - [E:383| 400]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:23:43,480 - yago11k_both_0.001 - [INFO] - [E:383| 500]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:24:45,821 - yago11k_both_0.001 - [INFO] - [E:383| 600]: Train Loss:0.0011161, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:24:45,821 - yago11k_both_0.001 - [INFO] - [Epoch:383]: Training Loss:0.001116
2023-06-21 23:24:46,035 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 23:24:58,001 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 23:25:09,822 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 383 valid]:
MRR: Tail : 0.40872, Head : 0.23101, Avg : 0.31986
2023-06-21 23:25:09,822 - yago11k_both_0.001 - [INFO] - [Epoch 383]: Training Loss: 0.0011161, Valid MRR: 0.32657,
2023-06-21 23:25:10,456 - yago11k_both_0.001 - [INFO] - [E:384| 0]: Train Loss:0.0011007, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:26:13,227 - yago11k_both_0.001 - [INFO] - [E:384| 100]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:27:15,989 - yago11k_both_0.001 - [INFO] - [E:384| 200]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:28:18,750 - yago11k_both_0.001 - [INFO] - [E:384| 300]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:29:21,504 - yago11k_both_0.001 - [INFO] - [E:384| 400]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:30:24,298 - yago11k_both_0.001 - [INFO] - [E:384| 500]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:31:26,638 - yago11k_both_0.001 - [INFO] - [E:384| 600]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:31:26,639 - yago11k_both_0.001 - [INFO] - [Epoch:384]: Training Loss:0.001116
2023-06-21 23:31:26,851 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 23:31:38,825 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 23:31:50,640 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 384 valid]:
MRR: Tail : 0.4087, Head : 0.23021, Avg : 0.31945
2023-06-21 23:31:50,641 - yago11k_both_0.001 - [INFO] - [Epoch 384]: Training Loss: 0.001116, Valid MRR: 0.32657,
2023-06-21 23:31:51,275 - yago11k_both_0.001 - [INFO] - [E:385| 0]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:32:54,020 - yago11k_both_0.001 - [INFO] - [E:385| 100]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:33:56,781 - yago11k_both_0.001 - [INFO] - [E:385| 200]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:34:59,562 - yago11k_both_0.001 - [INFO] - [E:385| 300]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:36:02,339 - yago11k_both_0.001 - [INFO] - [E:385| 400]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:37:05,102 - yago11k_both_0.001 - [INFO] - [E:385| 500]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:38:07,435 - yago11k_both_0.001 - [INFO] - [E:385| 600]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:38:07,435 - yago11k_both_0.001 - [INFO] - [Epoch:385]: Training Loss:0.001115
2023-06-21 23:38:07,648 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 23:38:19,619 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 23:38:31,438 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 385 valid]:
MRR: Tail : 0.41237, Head : 0.23126, Avg : 0.32181
2023-06-21 23:38:31,438 - yago11k_both_0.001 - [INFO] - [Epoch 385]: Training Loss: 0.0011154, Valid MRR: 0.32657,
2023-06-21 23:38:32,079 - yago11k_both_0.001 - [INFO] - [E:386| 0]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:39:34,835 - yago11k_both_0.001 - [INFO] - [E:386| 100]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:40:37,624 - yago11k_both_0.001 - [INFO] - [E:386| 200]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:41:40,393 - yago11k_both_0.001 - [INFO] - [E:386| 300]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:42:43,147 - yago11k_both_0.001 - [INFO] - [E:386| 400]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:43:45,931 - yago11k_both_0.001 - [INFO] - [E:386| 500]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:44:48,259 - yago11k_both_0.001 - [INFO] - [E:386| 600]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:44:48,259 - yago11k_both_0.001 - [INFO] - [Epoch:386]: Training Loss:0.001115
2023-06-21 23:44:48,472 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 23:45:00,437 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 23:45:12,255 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 386 valid]:
MRR: Tail : 0.40296, Head : 0.23105, Avg : 0.31701
2023-06-21 23:45:12,255 - yago11k_both_0.001 - [INFO] - [Epoch 386]: Training Loss: 0.0011151, Valid MRR: 0.32657,
2023-06-21 23:45:12,890 - yago11k_both_0.001 - [INFO] - [E:387| 0]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:46:15,659 - yago11k_both_0.001 - [INFO] - [E:387| 100]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:47:18,427 - yago11k_both_0.001 - [INFO] - [E:387| 200]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:48:21,199 - yago11k_both_0.001 - [INFO] - [E:387| 300]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:49:23,966 - yago11k_both_0.001 - [INFO] - [E:387| 400]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:50:26,736 - yago11k_both_0.001 - [INFO] - [E:387| 500]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:51:29,124 - yago11k_both_0.001 - [INFO] - [E:387| 600]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:51:29,124 - yago11k_both_0.001 - [INFO] - [Epoch:387]: Training Loss:0.001115
2023-06-21 23:51:29,338 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 23:51:41,311 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 23:51:53,127 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 387 valid]:
MRR: Tail : 0.41765, Head : 0.23145, Avg : 0.32455
2023-06-21 23:51:53,128 - yago11k_both_0.001 - [INFO] - [Epoch 387]: Training Loss: 0.0011155, Valid MRR: 0.32657,
2023-06-21 23:51:53,766 - yago11k_both_0.001 - [INFO] - [E:388| 0]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:52:56,563 - yago11k_both_0.001 - [INFO] - [E:388| 100]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:53:59,355 - yago11k_both_0.001 - [INFO] - [E:388| 200]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:55:02,143 - yago11k_both_0.001 - [INFO] - [E:388| 300]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:56:04,931 - yago11k_both_0.001 - [INFO] - [E:388| 400]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:57:07,703 - yago11k_both_0.001 - [INFO] - [E:388| 500]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:58:10,048 - yago11k_both_0.001 - [INFO] - [E:388| 600]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:58:10,048 - yago11k_both_0.001 - [INFO] - [Epoch:388]: Training Loss:0.001115
2023-06-21 23:58:10,261 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-21 23:58:22,228 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-21 23:58:34,041 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 388 valid]:
MRR: Tail : 0.40451, Head : 0.23165, Avg : 0.31808
2023-06-21 23:58:34,041 - yago11k_both_0.001 - [INFO] - [Epoch 388]: Training Loss: 0.0011152, Valid MRR: 0.32657,
2023-06-21 23:58:34,676 - yago11k_both_0.001 - [INFO] - [E:389| 0]: Train Loss:0.0011047, Val MRR:0.32657, yago11k_both_0.001
2023-06-21 23:59:37,465 - yago11k_both_0.001 - [INFO] - [E:389| 100]: Train Loss:0.0011165, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:00:40,259 - yago11k_both_0.001 - [INFO] - [E:389| 200]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:01:43,040 - yago11k_both_0.001 - [INFO] - [E:389| 300]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:02:45,825 - yago11k_both_0.001 - [INFO] - [E:389| 400]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:03:48,582 - yago11k_both_0.001 - [INFO] - [E:389| 500]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:04:50,926 - yago11k_both_0.001 - [INFO] - [E:389| 600]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:04:50,926 - yago11k_both_0.001 - [INFO] - [Epoch:389]: Training Loss:0.001115
2023-06-22 00:04:51,140 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 00:05:03,107 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 00:05:14,921 - yago11k_both_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
2023-06-22 00:05:14,921 - yago11k_both_0.001 - [INFO] - [Epoch 389]: Training Loss: 0.0011153, Valid MRR: 0.32657,
2023-06-22 00:05:15,562 - yago11k_both_0.001 - [INFO] - [E:390| 0]: Train Loss:0.001123, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:06:18,315 - yago11k_both_0.001 - [INFO] - [E:390| 100]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:07:21,088 - yago11k_both_0.001 - [INFO] - [E:390| 200]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:08:23,879 - yago11k_both_0.001 - [INFO] - [E:390| 300]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:09:26,663 - yago11k_both_0.001 - [INFO] - [E:390| 400]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:10:29,449 - yago11k_both_0.001 - [INFO] - [E:390| 500]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:11:31,779 - yago11k_both_0.001 - [INFO] - [E:390| 600]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:11:31,779 - yago11k_both_0.001 - [INFO] - [Epoch:390]: Training Loss:0.001115
2023-06-22 00:11:31,992 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 00:11:43,963 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 00:11:55,769 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 390 valid]:
MRR: Tail : 0.4121, Head : 0.23131, Avg : 0.32171
2023-06-22 00:11:55,769 - yago11k_both_0.001 - [INFO] - [Epoch 390]: Training Loss: 0.0011153, Valid MRR: 0.32657,
2023-06-22 00:11:56,399 - yago11k_both_0.001 - [INFO] - [E:391| 0]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:12:59,182 - yago11k_both_0.001 - [INFO] - [E:391| 100]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:14:01,934 - yago11k_both_0.001 - [INFO] - [E:391| 200]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:15:04,693 - yago11k_both_0.001 - [INFO] - [E:391| 300]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:16:07,456 - yago11k_both_0.001 - [INFO] - [E:391| 400]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:17:10,227 - yago11k_both_0.001 - [INFO] - [E:391| 500]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:18:12,547 - yago11k_both_0.001 - [INFO] - [E:391| 600]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:18:12,548 - yago11k_both_0.001 - [INFO] - [Epoch:391]: Training Loss:0.001115
2023-06-22 00:18:12,760 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 00:18:24,726 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 00:18:36,538 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 391 valid]:
MRR: Tail : 0.41412, Head : 0.23184, Avg : 0.32298
2023-06-22 00:18:36,539 - yago11k_both_0.001 - [INFO] - [Epoch 391]: Training Loss: 0.0011152, Valid MRR: 0.32657,
2023-06-22 00:18:37,173 - yago11k_both_0.001 - [INFO] - [E:392| 0]: Train Loss:0.0011031, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:19:39,959 - yago11k_both_0.001 - [INFO] - [E:392| 100]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:20:42,741 - yago11k_both_0.001 - [INFO] - [E:392| 200]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:21:45,489 - yago11k_both_0.001 - [INFO] - [E:392| 300]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:22:48,255 - yago11k_both_0.001 - [INFO] - [E:392| 400]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:23:51,023 - yago11k_both_0.001 - [INFO] - [E:392| 500]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:24:53,410 - yago11k_both_0.001 - [INFO] - [E:392| 600]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:24:53,411 - yago11k_both_0.001 - [INFO] - [Epoch:392]: Training Loss:0.001115
2023-06-22 00:24:53,625 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 00:25:05,592 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 00:25:17,398 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 392 valid]:
MRR: Tail : 0.41518, Head : 0.23012, Avg : 0.32265
2023-06-22 00:25:17,398 - yago11k_both_0.001 - [INFO] - [Epoch 392]: Training Loss: 0.0011153, Valid MRR: 0.32657,
2023-06-22 00:25:18,032 - yago11k_both_0.001 - [INFO] - [E:393| 0]: Train Loss:0.0011295, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:26:20,826 - yago11k_both_0.001 - [INFO] - [E:393| 100]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:27:23,592 - yago11k_both_0.001 - [INFO] - [E:393| 200]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:28:26,345 - yago11k_both_0.001 - [INFO] - [E:393| 300]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:29:29,119 - yago11k_both_0.001 - [INFO] - [E:393| 400]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:30:31,872 - yago11k_both_0.001 - [INFO] - [E:393| 500]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:31:34,184 - yago11k_both_0.001 - [INFO] - [E:393| 600]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:31:34,185 - yago11k_both_0.001 - [INFO] - [Epoch:393]: Training Loss:0.001116
2023-06-22 00:31:34,397 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 00:31:46,360 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 00:31:58,152 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 393 valid]:
MRR: Tail : 0.41122, Head : 0.23272, Avg : 0.32197
2023-06-22 00:31:58,152 - yago11k_both_0.001 - [INFO] - [Epoch 393]: Training Loss: 0.0011155, Valid MRR: 0.32657,
2023-06-22 00:31:58,784 - yago11k_both_0.001 - [INFO] - [E:394| 0]: Train Loss:0.0011226, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:33:01,501 - yago11k_both_0.001 - [INFO] - [E:394| 100]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:34:04,225 - yago11k_both_0.001 - [INFO] - [E:394| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:35:06,939 - yago11k_both_0.001 - [INFO] - [E:394| 300]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:36:09,641 - yago11k_both_0.001 - [INFO] - [E:394| 400]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:37:12,368 - yago11k_both_0.001 - [INFO] - [E:394| 500]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:38:14,671 - yago11k_both_0.001 - [INFO] - [E:394| 600]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:38:14,671 - yago11k_both_0.001 - [INFO] - [Epoch:394]: Training Loss:0.001115
2023-06-22 00:38:14,885 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 00:38:26,845 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 00:38:38,642 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 394 valid]:
MRR: Tail : 0.41317, Head : 0.23411, Avg : 0.32364
2023-06-22 00:38:38,642 - yago11k_both_0.001 - [INFO] - [Epoch 394]: Training Loss: 0.0011153, Valid MRR: 0.32657,
2023-06-22 00:38:39,273 - yago11k_both_0.001 - [INFO] - [E:395| 0]: Train Loss:0.0010891, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:39:41,998 - yago11k_both_0.001 - [INFO] - [E:395| 100]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:40:44,739 - yago11k_both_0.001 - [INFO] - [E:395| 200]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:41:47,462 - yago11k_both_0.001 - [INFO] - [E:395| 300]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:42:50,182 - yago11k_both_0.001 - [INFO] - [E:395| 400]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:43:52,910 - yago11k_both_0.001 - [INFO] - [E:395| 500]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:44:55,200 - yago11k_both_0.001 - [INFO] - [E:395| 600]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:44:55,201 - yago11k_both_0.001 - [INFO] - [Epoch:395]: Training Loss:0.001115
2023-06-22 00:44:55,413 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 00:45:07,373 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 00:45:19,172 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 395 valid]:
MRR: Tail : 0.41059, Head : 0.23241, Avg : 0.3215
2023-06-22 00:45:19,172 - yago11k_both_0.001 - [INFO] - [Epoch 395]: Training Loss: 0.001115, Valid MRR: 0.32657,
2023-06-22 00:45:19,803 - yago11k_both_0.001 - [INFO] - [E:396| 0]: Train Loss:0.001095, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:46:22,461 - yago11k_both_0.001 - [INFO] - [E:396| 100]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:47:25,100 - yago11k_both_0.001 - [INFO] - [E:396| 200]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:48:27,730 - yago11k_both_0.001 - [INFO] - [E:396| 300]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:49:30,366 - yago11k_both_0.001 - [INFO] - [E:396| 400]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:50:33,027 - yago11k_both_0.001 - [INFO] - [E:396| 500]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:51:35,225 - yago11k_both_0.001 - [INFO] - [E:396| 600]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:51:35,225 - yago11k_both_0.001 - [INFO] - [Epoch:396]: Training Loss:0.001115
2023-06-22 00:51:35,438 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 00:51:47,397 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 00:51:59,189 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 396 valid]:
MRR: Tail : 0.4108, Head : 0.23242, Avg : 0.32161
2023-06-22 00:51:59,189 - yago11k_both_0.001 - [INFO] - [Epoch 396]: Training Loss: 0.001115, Valid MRR: 0.32657,
2023-06-22 00:51:59,824 - yago11k_both_0.001 - [INFO] - [E:397| 0]: Train Loss:0.0010994, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:53:02,489 - yago11k_both_0.001 - [INFO] - [E:397| 100]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:54:05,152 - yago11k_both_0.001 - [INFO] - [E:397| 200]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:55:07,780 - yago11k_both_0.001 - [INFO] - [E:397| 300]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:56:10,424 - yago11k_both_0.001 - [INFO] - [E:397| 400]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:57:13,046 - yago11k_both_0.001 - [INFO] - [E:397| 500]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:58:15,273 - yago11k_both_0.001 - [INFO] - [E:397| 600]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:58:15,273 - yago11k_both_0.001 - [INFO] - [Epoch:397]: Training Loss:0.001115
2023-06-22 00:58:15,487 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 00:58:27,436 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 00:58:39,232 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 397 valid]:
MRR: Tail : 0.41719, Head : 0.22999, Avg : 0.32359
2023-06-22 00:58:39,232 - yago11k_both_0.001 - [INFO] - [Epoch 397]: Training Loss: 0.001115, Valid MRR: 0.32657,
2023-06-22 00:58:39,863 - yago11k_both_0.001 - [INFO] - [E:398| 0]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 00:59:42,533 - yago11k_both_0.001 - [INFO] - [E:398| 100]: Train Loss:0.0011164, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:00:45,175 - yago11k_both_0.001 - [INFO] - [E:398| 200]: Train Loss:0.0011171, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:01:47,897 - yago11k_both_0.001 - [INFO] - [E:398| 300]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:02:50,628 - yago11k_both_0.001 - [INFO] - [E:398| 400]: Train Loss:0.0011155, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:03:53,402 - yago11k_both_0.001 - [INFO] - [E:398| 500]: Train Loss:0.0011156, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:04:55,732 - yago11k_both_0.001 - [INFO] - [E:398| 600]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:04:55,732 - yago11k_both_0.001 - [INFO] - [Epoch:398]: Training Loss:0.001115
2023-06-22 01:04:55,945 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 01:05:07,911 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 01:05:19,720 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 398 valid]:
MRR: Tail : 0.41363, Head : 0.2329, Avg : 0.32327
2023-06-22 01:05:19,720 - yago11k_both_0.001 - [INFO] - [Epoch 398]: Training Loss: 0.0011151, Valid MRR: 0.32657,
2023-06-22 01:05:20,358 - yago11k_both_0.001 - [INFO] - [E:399| 0]: Train Loss:0.001095, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:06:23,129 - yago11k_both_0.001 - [INFO] - [E:399| 100]: Train Loss:0.0011138, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:07:25,909 - yago11k_both_0.001 - [INFO] - [E:399| 200]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:08:28,675 - yago11k_both_0.001 - [INFO] - [E:399| 300]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:09:31,431 - yago11k_both_0.001 - [INFO] - [E:399| 400]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:10:34,202 - yago11k_both_0.001 - [INFO] - [E:399| 500]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:11:36,557 - yago11k_both_0.001 - [INFO] - [E:399| 600]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:11:36,557 - yago11k_both_0.001 - [INFO] - [Epoch:399]: Training Loss:0.001115
2023-06-22 01:11:36,770 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 01:11:48,734 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 01:12:00,540 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 399 valid]:
MRR: Tail : 0.40877, Head : 0.23581, Avg : 0.32229
MR: Tail : 912.43, Head : 1242.5, Avg : 1077.5
Hit-1: Tail : 0.32412, Head : 0.19561, Avg : 0.25986
Hit-3: Tail : 0.45082, Head : 0.23243, Avg : 0.34162
Hit-10: Tail : 0.57641, Head : 0.31717, Avg : 0.44679
2023-06-22 01:12:00,540 - yago11k_both_0.001 - [INFO] - [Epoch 399]: Training Loss: 0.0011146, Valid MRR: 0.32657,
2023-06-22 01:12:01,174 - yago11k_both_0.001 - [INFO] - [E:400| 0]: Train Loss:0.0011022, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:13:03,943 - yago11k_both_0.001 - [INFO] - [E:400| 100]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:14:06,700 - yago11k_both_0.001 - [INFO] - [E:400| 200]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:15:09,454 - yago11k_both_0.001 - [INFO] - [E:400| 300]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:16:12,218 - yago11k_both_0.001 - [INFO] - [E:400| 400]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:17:15,001 - yago11k_both_0.001 - [INFO] - [E:400| 500]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:18:17,350 - yago11k_both_0.001 - [INFO] - [E:400| 600]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:18:17,350 - yago11k_both_0.001 - [INFO] - [Epoch:400]: Training Loss:0.001115
2023-06-22 01:18:17,563 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 01:18:29,532 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 01:18:41,335 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 400 valid]:
MRR: Tail : 0.40934, Head : 0.23221, Avg : 0.32077
2023-06-22 01:18:41,336 - yago11k_both_0.001 - [INFO] - [Epoch 400]: Training Loss: 0.001115, Valid MRR: 0.32657,
2023-06-22 01:18:41,969 - yago11k_both_0.001 - [INFO] - [E:401| 0]: Train Loss:0.0011523, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:19:44,747 - yago11k_both_0.001 - [INFO] - [E:401| 100]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:20:47,512 - yago11k_both_0.001 - [INFO] - [E:401| 200]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:21:50,285 - yago11k_both_0.001 - [INFO] - [E:401| 300]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:22:53,046 - yago11k_both_0.001 - [INFO] - [E:401| 400]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:23:55,856 - yago11k_both_0.001 - [INFO] - [E:401| 500]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:24:58,199 - yago11k_both_0.001 - [INFO] - [E:401| 600]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:24:58,199 - yago11k_both_0.001 - [INFO] - [Epoch:401]: Training Loss:0.001115
2023-06-22 01:24:58,414 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 01:25:10,385 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 01:25:22,191 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 401 valid]:
MRR: Tail : 0.4143, Head : 0.23186, Avg : 0.32308
2023-06-22 01:25:22,192 - yago11k_both_0.001 - [INFO] - [Epoch 401]: Training Loss: 0.0011149, Valid MRR: 0.32657,
2023-06-22 01:25:22,825 - yago11k_both_0.001 - [INFO] - [E:402| 0]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:26:25,587 - yago11k_both_0.001 - [INFO] - [E:402| 100]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:27:28,353 - yago11k_both_0.001 - [INFO] - [E:402| 200]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:28:31,131 - yago11k_both_0.001 - [INFO] - [E:402| 300]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:29:33,887 - yago11k_both_0.001 - [INFO] - [E:402| 400]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:30:36,666 - yago11k_both_0.001 - [INFO] - [E:402| 500]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:31:39,020 - yago11k_both_0.001 - [INFO] - [E:402| 600]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:31:39,021 - yago11k_both_0.001 - [INFO] - [Epoch:402]: Training Loss:0.001115
2023-06-22 01:31:39,233 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 01:31:51,213 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 01:32:03,026 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 402 valid]:
MRR: Tail : 0.40811, Head : 0.23168, Avg : 0.3199
2023-06-22 01:32:03,026 - yago11k_both_0.001 - [INFO] - [Epoch 402]: Training Loss: 0.0011147, Valid MRR: 0.32657,
2023-06-22 01:32:03,662 - yago11k_both_0.001 - [INFO] - [E:403| 0]: Train Loss:0.0011095, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:33:06,428 - yago11k_both_0.001 - [INFO] - [E:403| 100]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:34:09,214 - yago11k_both_0.001 - [INFO] - [E:403| 200]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:35:12,011 - yago11k_both_0.001 - [INFO] - [E:403| 300]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:36:14,815 - yago11k_both_0.001 - [INFO] - [E:403| 400]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:37:17,610 - yago11k_both_0.001 - [INFO] - [E:403| 500]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:38:20,006 - yago11k_both_0.001 - [INFO] - [E:403| 600]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:38:20,006 - yago11k_both_0.001 - [INFO] - [Epoch:403]: Training Loss:0.001114
2023-06-22 01:38:20,220 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 01:38:32,201 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 01:38:44,011 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 403 valid]:
MRR: Tail : 0.41059, Head : 0.23067, Avg : 0.32063
2023-06-22 01:38:44,011 - yago11k_both_0.001 - [INFO] - [Epoch 403]: Training Loss: 0.0011143, Valid MRR: 0.32657,
2023-06-22 01:38:44,644 - yago11k_both_0.001 - [INFO] - [E:404| 0]: Train Loss:0.0011284, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:39:47,455 - yago11k_both_0.001 - [INFO] - [E:404| 100]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:40:50,226 - yago11k_both_0.001 - [INFO] - [E:404| 200]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:41:52,958 - yago11k_both_0.001 - [INFO] - [E:404| 300]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:42:55,623 - yago11k_both_0.001 - [INFO] - [E:404| 400]: Train Loss:0.0011149, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:43:58,303 - yago11k_both_0.001 - [INFO] - [E:404| 500]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:45:00,544 - yago11k_both_0.001 - [INFO] - [E:404| 600]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:45:00,544 - yago11k_both_0.001 - [INFO] - [Epoch:404]: Training Loss:0.001114
2023-06-22 01:45:00,757 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 01:45:12,721 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 01:45:24,530 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 404 valid]:
MRR: Tail : 0.41081, Head : 0.23056, Avg : 0.32069
2023-06-22 01:45:24,530 - yago11k_both_0.001 - [INFO] - [Epoch 404]: Training Loss: 0.0011145, Valid MRR: 0.32657,
2023-06-22 01:45:25,163 - yago11k_both_0.001 - [INFO] - [E:405| 0]: Train Loss:0.0011083, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:46:27,865 - yago11k_both_0.001 - [INFO] - [E:405| 100]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:47:30,559 - yago11k_both_0.001 - [INFO] - [E:405| 200]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:48:33,262 - yago11k_both_0.001 - [INFO] - [E:405| 300]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:49:35,984 - yago11k_both_0.001 - [INFO] - [E:405| 400]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:50:38,683 - yago11k_both_0.001 - [INFO] - [E:405| 500]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:51:40,953 - yago11k_both_0.001 - [INFO] - [E:405| 600]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:51:40,954 - yago11k_both_0.001 - [INFO] - [Epoch:405]: Training Loss:0.001114
2023-06-22 01:51:41,167 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 01:51:53,140 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 01:52:04,946 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 405 valid]:
MRR: Tail : 0.41203, Head : 0.23386, Avg : 0.32295
2023-06-22 01:52:04,946 - yago11k_both_0.001 - [INFO] - [Epoch 405]: Training Loss: 0.0011145, Valid MRR: 0.32657,
2023-06-22 01:52:05,578 - yago11k_both_0.001 - [INFO] - [E:406| 0]: Train Loss:0.0011075, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:53:08,284 - yago11k_both_0.001 - [INFO] - [E:406| 100]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:54:11,016 - yago11k_both_0.001 - [INFO] - [E:406| 200]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:55:13,731 - yago11k_both_0.001 - [INFO] - [E:406| 300]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:56:16,446 - yago11k_both_0.001 - [INFO] - [E:406| 400]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:57:19,134 - yago11k_both_0.001 - [INFO] - [E:406| 500]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:58:21,457 - yago11k_both_0.001 - [INFO] - [E:406| 600]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:58:21,458 - yago11k_both_0.001 - [INFO] - [Epoch:406]: Training Loss:0.001115
2023-06-22 01:58:21,673 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 01:58:33,664 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 01:58:45,492 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 406 valid]:
MRR: Tail : 0.41673, Head : 0.23211, Avg : 0.32442
2023-06-22 01:58:45,492 - yago11k_both_0.001 - [INFO] - [Epoch 406]: Training Loss: 0.0011148, Valid MRR: 0.32657,
2023-06-22 01:58:46,125 - yago11k_both_0.001 - [INFO] - [E:407| 0]: Train Loss:0.0011118, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 01:59:48,941 - yago11k_both_0.001 - [INFO] - [E:407| 100]: Train Loss:0.0011166, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:00:51,776 - yago11k_both_0.001 - [INFO] - [E:407| 200]: Train Loss:0.0011152, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:01:54,592 - yago11k_both_0.001 - [INFO] - [E:407| 300]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:02:57,286 - yago11k_both_0.001 - [INFO] - [E:407| 400]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:03:59,981 - yago11k_both_0.001 - [INFO] - [E:407| 500]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:05:02,278 - yago11k_both_0.001 - [INFO] - [E:407| 600]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:05:02,278 - yago11k_both_0.001 - [INFO] - [Epoch:407]: Training Loss:0.001115
2023-06-22 02:05:02,493 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 02:05:14,469 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 02:05:26,288 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 407 valid]:
MRR: Tail : 0.41676, Head : 0.23018, Avg : 0.32347
2023-06-22 02:05:26,288 - yago11k_both_0.001 - [INFO] - [Epoch 407]: Training Loss: 0.0011148, Valid MRR: 0.32657,
2023-06-22 02:05:26,930 - yago11k_both_0.001 - [INFO] - [E:408| 0]: Train Loss:0.0011067, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:06:29,644 - yago11k_both_0.001 - [INFO] - [E:408| 100]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:07:32,347 - yago11k_both_0.001 - [INFO] - [E:408| 200]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:08:35,086 - yago11k_both_0.001 - [INFO] - [E:408| 300]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:09:37,804 - yago11k_both_0.001 - [INFO] - [E:408| 400]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:10:40,550 - yago11k_both_0.001 - [INFO] - [E:408| 500]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:11:42,873 - yago11k_both_0.001 - [INFO] - [E:408| 600]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:11:42,873 - yago11k_both_0.001 - [INFO] - [Epoch:408]: Training Loss:0.001114
2023-06-22 02:11:43,086 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 02:11:55,076 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 02:12:06,898 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 408 valid]:
MRR: Tail : 0.41087, Head : 0.23155, Avg : 0.32121
2023-06-22 02:12:06,898 - yago11k_both_0.001 - [INFO] - [Epoch 408]: Training Loss: 0.0011143, Valid MRR: 0.32657,
2023-06-22 02:12:07,535 - yago11k_both_0.001 - [INFO] - [E:409| 0]: Train Loss:0.0010973, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:13:10,278 - yago11k_both_0.001 - [INFO] - [E:409| 100]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:14:13,010 - yago11k_both_0.001 - [INFO] - [E:409| 200]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:15:15,732 - yago11k_both_0.001 - [INFO] - [E:409| 300]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:16:18,472 - yago11k_both_0.001 - [INFO] - [E:409| 400]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:17:21,355 - yago11k_both_0.001 - [INFO] - [E:409| 500]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:18:23,846 - yago11k_both_0.001 - [INFO] - [E:409| 600]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:18:23,847 - yago11k_both_0.001 - [INFO] - [Epoch:409]: Training Loss:0.001114
2023-06-22 02:18:24,062 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 02:18:36,093 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 02:18:47,958 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 409 valid]:
MRR: Tail : 0.41081, Head : 0.23034, Avg : 0.32057
MR: Tail : 895.93, Head : 1240.6, Avg : 1068.3
Hit-1: Tail : 0.32801, Head : 0.19005, Avg : 0.25903
Hit-3: Tail : 0.45068, Head : 0.2259, Avg : 0.33829
Hit-10: Tail : 0.57585, Head : 0.3155, Avg : 0.44568
2023-06-22 02:18:47,958 - yago11k_both_0.001 - [INFO] - [Epoch 409]: Training Loss: 0.0011142, Valid MRR: 0.32657,
2023-06-22 02:18:48,596 - yago11k_both_0.001 - [INFO] - [E:410| 0]: Train Loss:0.0011329, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:19:51,534 - yago11k_both_0.001 - [INFO] - [E:410| 100]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:20:54,472 - yago11k_both_0.001 - [INFO] - [E:410| 200]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:21:57,413 - yago11k_both_0.001 - [INFO] - [E:410| 300]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:23:00,364 - yago11k_both_0.001 - [INFO] - [E:410| 400]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:24:03,304 - yago11k_both_0.001 - [INFO] - [E:410| 500]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:25:05,795 - yago11k_both_0.001 - [INFO] - [E:410| 600]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:25:05,796 - yago11k_both_0.001 - [INFO] - [Epoch:410]: Training Loss:0.001114
2023-06-22 02:25:06,010 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 02:25:18,021 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 02:25:29,870 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 410 valid]:
MRR: Tail : 0.41337, Head : 0.23023, Avg : 0.3218
2023-06-22 02:25:29,870 - yago11k_both_0.001 - [INFO] - [Epoch 410]: Training Loss: 0.0011141, Valid MRR: 0.32657,
2023-06-22 02:25:30,506 - yago11k_both_0.001 - [INFO] - [E:411| 0]: Train Loss:0.0011197, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:26:33,454 - yago11k_both_0.001 - [INFO] - [E:411| 100]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:27:36,349 - yago11k_both_0.001 - [INFO] - [E:411| 200]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:28:39,231 - yago11k_both_0.001 - [INFO] - [E:411| 300]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:29:42,107 - yago11k_both_0.001 - [INFO] - [E:411| 400]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:30:45,007 - yago11k_both_0.001 - [INFO] - [E:411| 500]: Train Loss:0.0011138, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:31:47,408 - yago11k_both_0.001 - [INFO] - [E:411| 600]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:31:47,408 - yago11k_both_0.001 - [INFO] - [Epoch:411]: Training Loss:0.001114
2023-06-22 02:31:47,623 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 02:31:59,628 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 02:32:11,456 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 411 valid]:
MRR: Tail : 0.40979, Head : 0.23223, Avg : 0.32101
2023-06-22 02:32:11,456 - yago11k_both_0.001 - [INFO] - [Epoch 411]: Training Loss: 0.0011142, Valid MRR: 0.32657,
2023-06-22 02:32:12,087 - yago11k_both_0.001 - [INFO] - [E:412| 0]: Train Loss:0.001121, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:33:14,877 - yago11k_both_0.001 - [INFO] - [E:412| 100]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:34:17,663 - yago11k_both_0.001 - [INFO] - [E:412| 200]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:35:20,442 - yago11k_both_0.001 - [INFO] - [E:412| 300]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:36:23,231 - yago11k_both_0.001 - [INFO] - [E:412| 400]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:37:26,009 - yago11k_both_0.001 - [INFO] - [E:412| 500]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:38:28,364 - yago11k_both_0.001 - [INFO] - [E:412| 600]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:38:28,365 - yago11k_both_0.001 - [INFO] - [Epoch:412]: Training Loss:0.001115
2023-06-22 02:38:28,579 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 02:38:40,592 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 02:38:52,435 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 412 valid]:
MRR: Tail : 0.41065, Head : 0.23301, Avg : 0.32183
2023-06-22 02:38:52,435 - yago11k_both_0.001 - [INFO] - [Epoch 412]: Training Loss: 0.0011147, Valid MRR: 0.32657,
2023-06-22 02:38:53,068 - yago11k_both_0.001 - [INFO] - [E:413| 0]: Train Loss:0.0011015, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:39:55,856 - yago11k_both_0.001 - [INFO] - [E:413| 100]: Train Loss:0.001116, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:40:58,662 - yago11k_both_0.001 - [INFO] - [E:413| 200]: Train Loss:0.0011158, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:42:01,463 - yago11k_both_0.001 - [INFO] - [E:413| 300]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:43:04,257 - yago11k_both_0.001 - [INFO] - [E:413| 400]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:44:07,026 - yago11k_both_0.001 - [INFO] - [E:413| 500]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:45:09,388 - yago11k_both_0.001 - [INFO] - [E:413| 600]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:45:09,388 - yago11k_both_0.001 - [INFO] - [Epoch:413]: Training Loss:0.001115
2023-06-22 02:45:09,604 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 02:45:21,627 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 02:45:33,471 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 413 valid]:
MRR: Tail : 0.40661, Head : 0.23231, Avg : 0.31946
2023-06-22 02:45:33,471 - yago11k_both_0.001 - [INFO] - [Epoch 413]: Training Loss: 0.0011146, Valid MRR: 0.32657,
2023-06-22 02:45:34,104 - yago11k_both_0.001 - [INFO] - [E:414| 0]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:46:36,949 - yago11k_both_0.001 - [INFO] - [E:414| 100]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:47:39,748 - yago11k_both_0.001 - [INFO] - [E:414| 200]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:48:42,544 - yago11k_both_0.001 - [INFO] - [E:414| 300]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:49:45,344 - yago11k_both_0.001 - [INFO] - [E:414| 400]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:50:48,120 - yago11k_both_0.001 - [INFO] - [E:414| 500]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:51:50,476 - yago11k_both_0.001 - [INFO] - [E:414| 600]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:51:50,476 - yago11k_both_0.001 - [INFO] - [Epoch:414]: Training Loss:0.001114
2023-06-22 02:51:50,691 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 02:52:02,706 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 02:52:14,549 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 414 valid]:
MRR: Tail : 0.40712, Head : 0.23402, Avg : 0.32057
2023-06-22 02:52:14,549 - yago11k_both_0.001 - [INFO] - [Epoch 414]: Training Loss: 0.0011143, Valid MRR: 0.32657,
2023-06-22 02:52:15,180 - yago11k_both_0.001 - [INFO] - [E:415| 0]: Train Loss:0.0011004, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:53:17,996 - yago11k_both_0.001 - [INFO] - [E:415| 100]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:54:20,799 - yago11k_both_0.001 - [INFO] - [E:415| 200]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:55:23,574 - yago11k_both_0.001 - [INFO] - [E:415| 300]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:56:26,363 - yago11k_both_0.001 - [INFO] - [E:415| 400]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:57:29,316 - yago11k_both_0.001 - [INFO] - [E:415| 500]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:58:31,809 - yago11k_both_0.001 - [INFO] - [E:415| 600]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:58:31,809 - yago11k_both_0.001 - [INFO] - [Epoch:415]: Training Loss:0.001114
2023-06-22 02:58:32,022 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 02:58:44,048 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 02:58:55,908 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 415 valid]:
MRR: Tail : 0.41216, Head : 0.23452, Avg : 0.32334
2023-06-22 02:58:55,908 - yago11k_both_0.001 - [INFO] - [Epoch 415]: Training Loss: 0.0011137, Valid MRR: 0.32657,
2023-06-22 02:58:56,545 - yago11k_both_0.001 - [INFO] - [E:416| 0]: Train Loss:0.0011381, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 02:59:59,483 - yago11k_both_0.001 - [INFO] - [E:416| 100]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:01:02,426 - yago11k_both_0.001 - [INFO] - [E:416| 200]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:02:05,353 - yago11k_both_0.001 - [INFO] - [E:416| 300]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:03:08,284 - yago11k_both_0.001 - [INFO] - [E:416| 400]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:04:11,228 - yago11k_both_0.001 - [INFO] - [E:416| 500]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:05:13,746 - yago11k_both_0.001 - [INFO] - [E:416| 600]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:05:13,746 - yago11k_both_0.001 - [INFO] - [Epoch:416]: Training Loss:0.001114
2023-06-22 03:05:13,960 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 03:05:25,992 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 03:05:37,861 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 416 valid]:
MRR: Tail : 0.41222, Head : 0.23521, Avg : 0.32372
2023-06-22 03:05:37,861 - yago11k_both_0.001 - [INFO] - [Epoch 416]: Training Loss: 0.001114, Valid MRR: 0.32657,
2023-06-22 03:05:38,496 - yago11k_both_0.001 - [INFO] - [E:417| 0]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:06:41,412 - yago11k_both_0.001 - [INFO] - [E:417| 100]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:07:44,388 - yago11k_both_0.001 - [INFO] - [E:417| 200]: Train Loss:0.0011159, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:08:47,329 - yago11k_both_0.001 - [INFO] - [E:417| 300]: Train Loss:0.0011147, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:09:50,289 - yago11k_both_0.001 - [INFO] - [E:417| 400]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:10:53,224 - yago11k_both_0.001 - [INFO] - [E:417| 500]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:11:55,729 - yago11k_both_0.001 - [INFO] - [E:417| 600]: Train Loss:0.0011138, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:11:55,729 - yago11k_both_0.001 - [INFO] - [Epoch:417]: Training Loss:0.001114
2023-06-22 03:11:55,944 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 03:12:07,990 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 03:12:19,842 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 417 valid]:
MRR: Tail : 0.41361, Head : 0.23581, Avg : 0.32471
2023-06-22 03:12:19,842 - yago11k_both_0.001 - [INFO] - [Epoch 417]: Training Loss: 0.0011138, Valid MRR: 0.32657,
2023-06-22 03:12:20,477 - yago11k_both_0.001 - [INFO] - [E:418| 0]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:13:23,339 - yago11k_both_0.001 - [INFO] - [E:418| 100]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:14:26,201 - yago11k_both_0.001 - [INFO] - [E:418| 200]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:15:29,039 - yago11k_both_0.001 - [INFO] - [E:418| 300]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:16:31,930 - yago11k_both_0.001 - [INFO] - [E:418| 400]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:17:34,903 - yago11k_both_0.001 - [INFO] - [E:418| 500]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:18:37,449 - yago11k_both_0.001 - [INFO] - [E:418| 600]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:18:37,450 - yago11k_both_0.001 - [INFO] - [Epoch:418]: Training Loss:0.001114
2023-06-22 03:18:37,664 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 03:18:49,702 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 03:19:01,572 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 418 valid]:
MRR: Tail : 0.41322, Head : 0.23486, Avg : 0.32404
2023-06-22 03:19:01,572 - yago11k_both_0.001 - [INFO] - [Epoch 418]: Training Loss: 0.0011141, Valid MRR: 0.32657,
2023-06-22 03:19:02,209 - yago11k_both_0.001 - [INFO] - [E:419| 0]: Train Loss:0.0011175, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:20:05,101 - yago11k_both_0.001 - [INFO] - [E:419| 100]: Train Loss:0.0011179, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:21:08,050 - yago11k_both_0.001 - [INFO] - [E:419| 200]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:22:11,002 - yago11k_both_0.001 - [INFO] - [E:419| 300]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:23:13,974 - yago11k_both_0.001 - [INFO] - [E:419| 400]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:24:16,927 - yago11k_both_0.001 - [INFO] - [E:419| 500]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:25:19,447 - yago11k_both_0.001 - [INFO] - [E:419| 600]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:25:19,447 - yago11k_both_0.001 - [INFO] - [Epoch:419]: Training Loss:0.001114
2023-06-22 03:25:19,661 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 03:25:31,693 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 03:25:43,562 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 419 valid]:
MRR: Tail : 0.40839, Head : 0.23482, Avg : 0.3216
MR: Tail : 908.78, Head : 1262.0, Avg : 1085.4
Hit-1: Tail : 0.3269, Head : 0.19589, Avg : 0.26139
Hit-3: Tail : 0.44929, Head : 0.23423, Avg : 0.34176
Hit-10: Tail : 0.5678, Head : 0.31245, Avg : 0.44012
2023-06-22 03:25:43,562 - yago11k_both_0.001 - [INFO] - [Epoch 419]: Training Loss: 0.0011139, Valid MRR: 0.32657,
2023-06-22 03:25:44,203 - yago11k_both_0.001 - [INFO] - [E:420| 0]: Train Loss:0.0011075, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:26:47,068 - yago11k_both_0.001 - [INFO] - [E:420| 100]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:27:49,893 - yago11k_both_0.001 - [INFO] - [E:420| 200]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:28:52,671 - yago11k_both_0.001 - [INFO] - [E:420| 300]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:29:55,477 - yago11k_both_0.001 - [INFO] - [E:420| 400]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:30:58,349 - yago11k_both_0.001 - [INFO] - [E:420| 500]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:32:00,753 - yago11k_both_0.001 - [INFO] - [E:420| 600]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:32:00,753 - yago11k_both_0.001 - [INFO] - [Epoch:420]: Training Loss:0.001114
2023-06-22 03:32:00,968 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 03:32:12,990 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 03:32:24,861 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 420 valid]:
MRR: Tail : 0.41283, Head : 0.2301, Avg : 0.32146
2023-06-22 03:32:24,861 - yago11k_both_0.001 - [INFO] - [Epoch 420]: Training Loss: 0.001114, Valid MRR: 0.32657,
2023-06-22 03:32:25,497 - yago11k_both_0.001 - [INFO] - [E:421| 0]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:33:28,352 - yago11k_both_0.001 - [INFO] - [E:421| 100]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:34:31,311 - yago11k_both_0.001 - [INFO] - [E:421| 200]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:35:34,123 - yago11k_both_0.001 - [INFO] - [E:421| 300]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:36:36,962 - yago11k_both_0.001 - [INFO] - [E:421| 400]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:37:39,836 - yago11k_both_0.001 - [INFO] - [E:421| 500]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:38:42,329 - yago11k_both_0.001 - [INFO] - [E:421| 600]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:38:42,329 - yago11k_both_0.001 - [INFO] - [Epoch:421]: Training Loss:0.001113
2023-06-22 03:38:42,544 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 03:38:54,574 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 03:39:06,456 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 421 valid]:
MRR: Tail : 0.40976, Head : 0.23109, Avg : 0.32043
2023-06-22 03:39:06,456 - yago11k_both_0.001 - [INFO] - [Epoch 421]: Training Loss: 0.0011133, Valid MRR: 0.32657,
2023-06-22 03:39:07,091 - yago11k_both_0.001 - [INFO] - [E:422| 0]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:40:10,053 - yago11k_both_0.001 - [INFO] - [E:422| 100]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:41:12,993 - yago11k_both_0.001 - [INFO] - [E:422| 200]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:42:15,949 - yago11k_both_0.001 - [INFO] - [E:422| 300]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:43:18,879 - yago11k_both_0.001 - [INFO] - [E:422| 400]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:44:21,872 - yago11k_both_0.001 - [INFO] - [E:422| 500]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:45:24,436 - yago11k_both_0.001 - [INFO] - [E:422| 600]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:45:24,437 - yago11k_both_0.001 - [INFO] - [Epoch:422]: Training Loss:0.001113
2023-06-22 03:45:24,651 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 03:45:36,710 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 03:45:48,613 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 422 valid]:
MRR: Tail : 0.41416, Head : 0.23166, Avg : 0.32291
2023-06-22 03:45:48,613 - yago11k_both_0.001 - [INFO] - [Epoch 422]: Training Loss: 0.0011134, Valid MRR: 0.32657,
2023-06-22 03:45:49,250 - yago11k_both_0.001 - [INFO] - [E:423| 0]: Train Loss:0.0010995, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:46:52,295 - yago11k_both_0.001 - [INFO] - [E:423| 100]: Train Loss:0.0011103, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:47:55,319 - yago11k_both_0.001 - [INFO] - [E:423| 200]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:48:58,388 - yago11k_both_0.001 - [INFO] - [E:423| 300]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:50:01,503 - yago11k_both_0.001 - [INFO] - [E:423| 400]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:51:04,588 - yago11k_both_0.001 - [INFO] - [E:423| 500]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:52:07,219 - yago11k_both_0.001 - [INFO] - [E:423| 600]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:52:07,219 - yago11k_both_0.001 - [INFO] - [Epoch:423]: Training Loss:0.001114
2023-06-22 03:52:07,433 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 03:52:19,496 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 03:52:31,398 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 423 valid]:
MRR: Tail : 0.41455, Head : 0.23031, Avg : 0.32243
2023-06-22 03:52:31,398 - yago11k_both_0.001 - [INFO] - [Epoch 423]: Training Loss: 0.0011136, Valid MRR: 0.32657,
2023-06-22 03:52:32,035 - yago11k_both_0.001 - [INFO] - [E:424| 0]: Train Loss:0.0011228, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:53:35,124 - yago11k_both_0.001 - [INFO] - [E:424| 100]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:54:38,183 - yago11k_both_0.001 - [INFO] - [E:424| 200]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:55:41,245 - yago11k_both_0.001 - [INFO] - [E:424| 300]: Train Loss:0.0011138, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:56:44,336 - yago11k_both_0.001 - [INFO] - [E:424| 400]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:57:47,392 - yago11k_both_0.001 - [INFO] - [E:424| 500]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:58:50,040 - yago11k_both_0.001 - [INFO] - [E:424| 600]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 03:58:50,040 - yago11k_both_0.001 - [INFO] - [Epoch:424]: Training Loss:0.001113
2023-06-22 03:58:50,255 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 03:59:02,325 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 03:59:14,231 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 424 valid]:
MRR: Tail : 0.41492, Head : 0.23063, Avg : 0.32278
2023-06-22 03:59:14,231 - yago11k_both_0.001 - [INFO] - [Epoch 424]: Training Loss: 0.0011134, Valid MRR: 0.32657,
2023-06-22 03:59:14,865 - yago11k_both_0.001 - [INFO] - [E:425| 0]: Train Loss:0.0011201, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:00:17,942 - yago11k_both_0.001 - [INFO] - [E:425| 100]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:01:21,035 - yago11k_both_0.001 - [INFO] - [E:425| 200]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:02:24,096 - yago11k_both_0.001 - [INFO] - [E:425| 300]: Train Loss:0.0011139, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:03:27,212 - yago11k_both_0.001 - [INFO] - [E:425| 400]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:04:30,346 - yago11k_both_0.001 - [INFO] - [E:425| 500]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:05:33,020 - yago11k_both_0.001 - [INFO] - [E:425| 600]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:05:33,021 - yago11k_both_0.001 - [INFO] - [Epoch:425]: Training Loss:0.001114
2023-06-22 04:05:33,234 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 04:05:45,289 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 04:05:57,199 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 425 valid]:
MRR: Tail : 0.411, Head : 0.2321, Avg : 0.32155
2023-06-22 04:05:57,199 - yago11k_both_0.001 - [INFO] - [Epoch 425]: Training Loss: 0.0011141, Valid MRR: 0.32657,
2023-06-22 04:05:57,833 - yago11k_both_0.001 - [INFO] - [E:426| 0]: Train Loss:0.001099, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:07:00,826 - yago11k_both_0.001 - [INFO] - [E:426| 100]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:08:03,810 - yago11k_both_0.001 - [INFO] - [E:426| 200]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:09:06,801 - yago11k_both_0.001 - [INFO] - [E:426| 300]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:10:09,796 - yago11k_both_0.001 - [INFO] - [E:426| 400]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:11:13,086 - yago11k_both_0.001 - [INFO] - [E:426| 500]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:12:15,804 - yago11k_both_0.001 - [INFO] - [E:426| 600]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:12:15,805 - yago11k_both_0.001 - [INFO] - [Epoch:426]: Training Loss:0.001113
2023-06-22 04:12:16,019 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 04:12:28,084 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 04:12:39,997 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 426 valid]:
MRR: Tail : 0.41264, Head : 0.23149, Avg : 0.32207
2023-06-22 04:12:39,997 - yago11k_both_0.001 - [INFO] - [Epoch 426]: Training Loss: 0.0011132, Valid MRR: 0.32657,
2023-06-22 04:12:40,634 - yago11k_both_0.001 - [INFO] - [E:427| 0]: Train Loss:0.0011092, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:13:43,705 - yago11k_both_0.001 - [INFO] - [E:427| 100]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:14:46,778 - yago11k_both_0.001 - [INFO] - [E:427| 200]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:15:49,843 - yago11k_both_0.001 - [INFO] - [E:427| 300]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:16:52,936 - yago11k_both_0.001 - [INFO] - [E:427| 400]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:17:55,960 - yago11k_both_0.001 - [INFO] - [E:427| 500]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:18:58,589 - yago11k_both_0.001 - [INFO] - [E:427| 600]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:18:58,589 - yago11k_both_0.001 - [INFO] - [Epoch:427]: Training Loss:0.001113
2023-06-22 04:18:58,804 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 04:19:10,860 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 04:19:22,762 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 427 valid]:
MRR: Tail : 0.41132, Head : 0.2312, Avg : 0.32126
2023-06-22 04:19:22,762 - yago11k_both_0.001 - [INFO] - [Epoch 427]: Training Loss: 0.0011132, Valid MRR: 0.32657,
2023-06-22 04:19:23,402 - yago11k_both_0.001 - [INFO] - [E:428| 0]: Train Loss:0.0010913, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:20:26,413 - yago11k_both_0.001 - [INFO] - [E:428| 100]: Train Loss:0.0011141, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:21:29,396 - yago11k_both_0.001 - [INFO] - [E:428| 200]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:22:32,379 - yago11k_both_0.001 - [INFO] - [E:428| 300]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:23:35,361 - yago11k_both_0.001 - [INFO] - [E:428| 400]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:24:38,354 - yago11k_both_0.001 - [INFO] - [E:428| 500]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:25:40,914 - yago11k_both_0.001 - [INFO] - [E:428| 600]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:25:40,914 - yago11k_both_0.001 - [INFO] - [Epoch:428]: Training Loss:0.001113
2023-06-22 04:25:41,128 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 04:25:53,184 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 04:26:05,093 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 428 valid]:
MRR: Tail : 0.41131, Head : 0.23305, Avg : 0.32218
2023-06-22 04:26:05,094 - yago11k_both_0.001 - [INFO] - [Epoch 428]: Training Loss: 0.0011128, Valid MRR: 0.32657,
2023-06-22 04:26:05,730 - yago11k_both_0.001 - [INFO] - [E:429| 0]: Train Loss:0.0010898, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:27:08,693 - yago11k_both_0.001 - [INFO] - [E:429| 100]: Train Loss:0.0011094, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:28:11,675 - yago11k_both_0.001 - [INFO] - [E:429| 200]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:29:14,666 - yago11k_both_0.001 - [INFO] - [E:429| 300]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:30:17,696 - yago11k_both_0.001 - [INFO] - [E:429| 400]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:31:20,742 - yago11k_both_0.001 - [INFO] - [E:429| 500]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:32:23,366 - yago11k_both_0.001 - [INFO] - [E:429| 600]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:32:23,366 - yago11k_both_0.001 - [INFO] - [Epoch:429]: Training Loss:0.001113
2023-06-22 04:32:23,581 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 04:32:35,640 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 04:32:47,547 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 429 valid]:
MRR: Tail : 0.41019, Head : 0.23239, Avg : 0.32129
MR: Tail : 909.34, Head : 1257.1, Avg : 1083.2
Hit-1: Tail : 0.32759, Head : 0.19228, Avg : 0.25993
Hit-3: Tail : 0.44735, Head : 0.23076, Avg : 0.33905
Hit-10: Tail : 0.57488, Head : 0.308, Avg : 0.44144
2023-06-22 04:32:47,548 - yago11k_both_0.001 - [INFO] - [Epoch 429]: Training Loss: 0.0011128, Valid MRR: 0.32657,
2023-06-22 04:32:48,185 - yago11k_both_0.001 - [INFO] - [E:430| 0]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:33:51,185 - yago11k_both_0.001 - [INFO] - [E:430| 100]: Train Loss:0.0011173, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:34:54,173 - yago11k_both_0.001 - [INFO] - [E:430| 200]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:35:57,166 - yago11k_both_0.001 - [INFO] - [E:430| 300]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:37:00,162 - yago11k_both_0.001 - [INFO] - [E:430| 400]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:38:03,145 - yago11k_both_0.001 - [INFO] - [E:430| 500]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:39:05,701 - yago11k_both_0.001 - [INFO] - [E:430| 600]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:39:05,701 - yago11k_both_0.001 - [INFO] - [Epoch:430]: Training Loss:0.001113
2023-06-22 04:39:05,915 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 04:39:17,971 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 04:39:29,865 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 430 valid]:
MRR: Tail : 0.41135, Head : 0.23163, Avg : 0.32149
2023-06-22 04:39:29,865 - yago11k_both_0.001 - [INFO] - [Epoch 430]: Training Loss: 0.0011133, Valid MRR: 0.32657,
2023-06-22 04:39:30,498 - yago11k_both_0.001 - [INFO] - [E:431| 0]: Train Loss:0.001098, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:40:33,492 - yago11k_both_0.001 - [INFO] - [E:431| 100]: Train Loss:0.0011102, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:41:36,467 - yago11k_both_0.001 - [INFO] - [E:431| 200]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:42:39,495 - yago11k_both_0.001 - [INFO] - [E:431| 300]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:43:42,772 - yago11k_both_0.001 - [INFO] - [E:431| 400]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:44:46,037 - yago11k_both_0.001 - [INFO] - [E:431| 500]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:45:48,624 - yago11k_both_0.001 - [INFO] - [E:431| 600]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:45:48,624 - yago11k_both_0.001 - [INFO] - [Epoch:431]: Training Loss:0.001113
2023-06-22 04:45:48,840 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 04:46:00,893 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 04:46:12,801 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 431 valid]:
MRR: Tail : 0.40887, Head : 0.23137, Avg : 0.32012
2023-06-22 04:46:12,801 - yago11k_both_0.001 - [INFO] - [Epoch 431]: Training Loss: 0.0011129, Valid MRR: 0.32657,
2023-06-22 04:46:13,436 - yago11k_both_0.001 - [INFO] - [E:432| 0]: Train Loss:0.001124, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:47:16,457 - yago11k_both_0.001 - [INFO] - [E:432| 100]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:48:19,440 - yago11k_both_0.001 - [INFO] - [E:432| 200]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:49:22,430 - yago11k_both_0.001 - [INFO] - [E:432| 300]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:50:25,414 - yago11k_both_0.001 - [INFO] - [E:432| 400]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:51:28,404 - yago11k_both_0.001 - [INFO] - [E:432| 500]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:52:30,962 - yago11k_both_0.001 - [INFO] - [E:432| 600]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:52:30,962 - yago11k_both_0.001 - [INFO] - [Epoch:432]: Training Loss:0.001113
2023-06-22 04:52:31,178 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 04:52:43,220 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 04:52:55,119 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 432 valid]:
MRR: Tail : 0.40742, Head : 0.23133, Avg : 0.31938
2023-06-22 04:52:55,119 - yago11k_both_0.001 - [INFO] - [Epoch 432]: Training Loss: 0.001113, Valid MRR: 0.32657,
2023-06-22 04:52:55,758 - yago11k_both_0.001 - [INFO] - [E:433| 0]: Train Loss:0.0011042, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:53:58,737 - yago11k_both_0.001 - [INFO] - [E:433| 100]: Train Loss:0.0011163, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:55:01,731 - yago11k_both_0.001 - [INFO] - [E:433| 200]: Train Loss:0.0011146, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:56:04,796 - yago11k_both_0.001 - [INFO] - [E:433| 300]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:57:07,938 - yago11k_both_0.001 - [INFO] - [E:433| 400]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:58:11,112 - yago11k_both_0.001 - [INFO] - [E:433| 500]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:59:13,785 - yago11k_both_0.001 - [INFO] - [E:433| 600]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 04:59:13,785 - yago11k_both_0.001 - [INFO] - [Epoch:433]: Training Loss:0.001113
2023-06-22 04:59:14,001 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 04:59:26,067 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 04:59:37,984 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 433 valid]:
MRR: Tail : 0.41339, Head : 0.23524, Avg : 0.32432
2023-06-22 04:59:37,984 - yago11k_both_0.001 - [INFO] - [Epoch 433]: Training Loss: 0.001113, Valid MRR: 0.32657,
2023-06-22 04:59:38,626 - yago11k_both_0.001 - [INFO] - [E:434| 0]: Train Loss:0.0011176, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:00:41,696 - yago11k_both_0.001 - [INFO] - [E:434| 100]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:01:44,782 - yago11k_both_0.001 - [INFO] - [E:434| 200]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:02:47,861 - yago11k_both_0.001 - [INFO] - [E:434| 300]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:03:50,940 - yago11k_both_0.001 - [INFO] - [E:434| 400]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:04:54,030 - yago11k_both_0.001 - [INFO] - [E:434| 500]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:05:56,685 - yago11k_both_0.001 - [INFO] - [E:434| 600]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:05:56,685 - yago11k_both_0.001 - [INFO] - [Epoch:434]: Training Loss:0.001113
2023-06-22 05:05:56,900 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 05:06:08,957 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 05:06:20,866 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 434 valid]:
MRR: Tail : 0.40985, Head : 0.23355, Avg : 0.3217
2023-06-22 05:06:20,866 - yago11k_both_0.001 - [INFO] - [Epoch 434]: Training Loss: 0.0011128, Valid MRR: 0.32657,
2023-06-22 05:06:21,502 - yago11k_both_0.001 - [INFO] - [E:435| 0]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:07:24,608 - yago11k_both_0.001 - [INFO] - [E:435| 100]: Train Loss:0.0011154, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:08:27,725 - yago11k_both_0.001 - [INFO] - [E:435| 200]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:09:30,883 - yago11k_both_0.001 - [INFO] - [E:435| 300]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:10:34,042 - yago11k_both_0.001 - [INFO] - [E:435| 400]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:11:37,158 - yago11k_both_0.001 - [INFO] - [E:435| 500]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:12:39,849 - yago11k_both_0.001 - [INFO] - [E:435| 600]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:12:39,849 - yago11k_both_0.001 - [INFO] - [Epoch:435]: Training Loss:0.001114
2023-06-22 05:12:40,064 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 05:12:52,122 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 05:13:04,034 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 435 valid]:
MRR: Tail : 0.41165, Head : 0.23066, Avg : 0.32115
2023-06-22 05:13:04,034 - yago11k_both_0.001 - [INFO] - [Epoch 435]: Training Loss: 0.0011135, Valid MRR: 0.32657,
2023-06-22 05:13:04,669 - yago11k_both_0.001 - [INFO] - [E:436| 0]: Train Loss:0.0011444, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:14:07,729 - yago11k_both_0.001 - [INFO] - [E:436| 100]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:15:10,785 - yago11k_both_0.001 - [INFO] - [E:436| 200]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:16:13,874 - yago11k_both_0.001 - [INFO] - [E:436| 300]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:17:16,942 - yago11k_both_0.001 - [INFO] - [E:436| 400]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:18:20,006 - yago11k_both_0.001 - [INFO] - [E:436| 500]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:19:22,637 - yago11k_both_0.001 - [INFO] - [E:436| 600]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:19:22,637 - yago11k_both_0.001 - [INFO] - [Epoch:436]: Training Loss:0.001113
2023-06-22 05:19:22,853 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 05:19:34,917 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 05:19:46,831 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 436 valid]:
MRR: Tail : 0.41469, Head : 0.23211, Avg : 0.3234
2023-06-22 05:19:46,831 - yago11k_both_0.001 - [INFO] - [Epoch 436]: Training Loss: 0.0011127, Valid MRR: 0.32657,
2023-06-22 05:19:47,471 - yago11k_both_0.001 - [INFO] - [E:437| 0]: Train Loss:0.001127, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:20:50,589 - yago11k_both_0.001 - [INFO] - [E:437| 100]: Train Loss:0.0011099, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:21:53,759 - yago11k_both_0.001 - [INFO] - [E:437| 200]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:22:56,942 - yago11k_both_0.001 - [INFO] - [E:437| 300]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:23:59,965 - yago11k_both_0.001 - [INFO] - [E:437| 400]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:25:02,965 - yago11k_both_0.001 - [INFO] - [E:437| 500]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:26:05,525 - yago11k_both_0.001 - [INFO] - [E:437| 600]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:26:05,525 - yago11k_both_0.001 - [INFO] - [Epoch:437]: Training Loss:0.001113
2023-06-22 05:26:05,739 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 05:26:17,788 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 05:26:29,687 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 437 valid]:
MRR: Tail : 0.41089, Head : 0.23083, Avg : 0.32086
2023-06-22 05:26:29,687 - yago11k_both_0.001 - [INFO] - [Epoch 437]: Training Loss: 0.0011126, Valid MRR: 0.32657,
2023-06-22 05:26:30,321 - yago11k_both_0.001 - [INFO] - [E:438| 0]: Train Loss:0.0010975, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:27:33,299 - yago11k_both_0.001 - [INFO] - [E:438| 100]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:28:36,296 - yago11k_both_0.001 - [INFO] - [E:438| 200]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:29:39,292 - yago11k_both_0.001 - [INFO] - [E:438| 300]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:30:42,261 - yago11k_both_0.001 - [INFO] - [E:438| 400]: Train Loss:0.001114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:31:45,246 - yago11k_both_0.001 - [INFO] - [E:438| 500]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:32:47,804 - yago11k_both_0.001 - [INFO] - [E:438| 600]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:32:47,805 - yago11k_both_0.001 - [INFO] - [Epoch:438]: Training Loss:0.001113
2023-06-22 05:32:48,019 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 05:33:00,074 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 05:33:11,986 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 438 valid]:
MRR: Tail : 0.41463, Head : 0.2331, Avg : 0.32386
2023-06-22 05:33:11,986 - yago11k_both_0.001 - [INFO] - [Epoch 438]: Training Loss: 0.0011127, Valid MRR: 0.32657,
2023-06-22 05:33:12,622 - yago11k_both_0.001 - [INFO] - [E:439| 0]: Train Loss:0.0010962, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:34:15,629 - yago11k_both_0.001 - [INFO] - [E:439| 100]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:35:18,645 - yago11k_both_0.001 - [INFO] - [E:439| 200]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:36:21,660 - yago11k_both_0.001 - [INFO] - [E:439| 300]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:37:24,670 - yago11k_both_0.001 - [INFO] - [E:439| 400]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:38:27,655 - yago11k_both_0.001 - [INFO] - [E:439| 500]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:39:30,216 - yago11k_both_0.001 - [INFO] - [E:439| 600]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:39:30,216 - yago11k_both_0.001 - [INFO] - [Epoch:439]: Training Loss:0.001113
2023-06-22 05:39:30,431 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 05:39:42,476 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 05:39:54,381 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 439 valid]:
MRR: Tail : 0.41185, Head : 0.2348, Avg : 0.32332
MR: Tail : 881.63, Head : 1262.2, Avg : 1071.9
Hit-1: Tail : 0.33051, Head : 0.19533, Avg : 0.26292
Hit-3: Tail : 0.45026, Head : 0.23201, Avg : 0.34114
Hit-10: Tail : 0.57808, Head : 0.31023, Avg : 0.44415
2023-06-22 05:39:54,381 - yago11k_both_0.001 - [INFO] - [Epoch 439]: Training Loss: 0.0011127, Valid MRR: 0.32657,
2023-06-22 05:39:55,017 - yago11k_both_0.001 - [INFO] - [E:440| 0]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:40:57,989 - yago11k_both_0.001 - [INFO] - [E:440| 100]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:42:00,971 - yago11k_both_0.001 - [INFO] - [E:440| 200]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:43:03,955 - yago11k_both_0.001 - [INFO] - [E:440| 300]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:44:06,944 - yago11k_both_0.001 - [INFO] - [E:440| 400]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:45:09,930 - yago11k_both_0.001 - [INFO] - [E:440| 500]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:46:12,499 - yago11k_both_0.001 - [INFO] - [E:440| 600]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:46:12,499 - yago11k_both_0.001 - [INFO] - [Epoch:440]: Training Loss:0.001113
2023-06-22 05:46:12,714 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 05:46:24,769 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 05:46:36,673 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 440 valid]:
MRR: Tail : 0.40697, Head : 0.23287, Avg : 0.31992
2023-06-22 05:46:36,673 - yago11k_both_0.001 - [INFO] - [Epoch 440]: Training Loss: 0.0011131, Valid MRR: 0.32657,
2023-06-22 05:46:37,313 - yago11k_both_0.001 - [INFO] - [E:441| 0]: Train Loss:0.0010858, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:47:40,329 - yago11k_both_0.001 - [INFO] - [E:441| 100]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:48:43,392 - yago11k_both_0.001 - [INFO] - [E:441| 200]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:49:46,407 - yago11k_both_0.001 - [INFO] - [E:441| 300]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:50:49,410 - yago11k_both_0.001 - [INFO] - [E:441| 400]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:51:52,415 - yago11k_both_0.001 - [INFO] - [E:441| 500]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:52:54,974 - yago11k_both_0.001 - [INFO] - [E:441| 600]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:52:54,974 - yago11k_both_0.001 - [INFO] - [Epoch:441]: Training Loss:0.001113
2023-06-22 05:52:55,189 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 05:53:07,236 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 05:53:19,132 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 441 valid]:
MRR: Tail : 0.41526, Head : 0.23282, Avg : 0.32404
2023-06-22 05:53:19,132 - yago11k_both_0.001 - [INFO] - [Epoch 441]: Training Loss: 0.0011127, Valid MRR: 0.32657,
2023-06-22 05:53:19,769 - yago11k_both_0.001 - [INFO] - [E:442| 0]: Train Loss:0.0010982, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:54:22,754 - yago11k_both_0.001 - [INFO] - [E:442| 100]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:55:25,728 - yago11k_both_0.001 - [INFO] - [E:442| 200]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:56:28,709 - yago11k_both_0.001 - [INFO] - [E:442| 300]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:57:31,715 - yago11k_both_0.001 - [INFO] - [E:442| 400]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:58:34,693 - yago11k_both_0.001 - [INFO] - [E:442| 500]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:59:37,283 - yago11k_both_0.001 - [INFO] - [E:442| 600]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 05:59:37,284 - yago11k_both_0.001 - [INFO] - [Epoch:442]: Training Loss:0.001112
2023-06-22 05:59:37,498 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 05:59:49,557 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 06:00:01,469 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 442 valid]:
MRR: Tail : 0.41157, Head : 0.23237, Avg : 0.32197
2023-06-22 06:00:01,469 - yago11k_both_0.001 - [INFO] - [Epoch 442]: Training Loss: 0.0011124, Valid MRR: 0.32657,
2023-06-22 06:00:02,105 - yago11k_both_0.001 - [INFO] - [E:443| 0]: Train Loss:0.0011203, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:01:05,140 - yago11k_both_0.001 - [INFO] - [E:443| 100]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:02:08,183 - yago11k_both_0.001 - [INFO] - [E:443| 200]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:03:11,191 - yago11k_both_0.001 - [INFO] - [E:443| 300]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:04:14,200 - yago11k_both_0.001 - [INFO] - [E:443| 400]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:05:17,203 - yago11k_both_0.001 - [INFO] - [E:443| 500]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:06:19,774 - yago11k_both_0.001 - [INFO] - [E:443| 600]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:06:19,774 - yago11k_both_0.001 - [INFO] - [Epoch:443]: Training Loss:0.001112
2023-06-22 06:06:19,988 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 06:06:32,043 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 06:06:43,947 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 443 valid]:
MRR: Tail : 0.41396, Head : 0.23261, Avg : 0.32329
2023-06-22 06:06:43,947 - yago11k_both_0.001 - [INFO] - [Epoch 443]: Training Loss: 0.0011122, Valid MRR: 0.32657,
2023-06-22 06:06:44,582 - yago11k_both_0.001 - [INFO] - [E:444| 0]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:07:47,586 - yago11k_both_0.001 - [INFO] - [E:444| 100]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:08:50,617 - yago11k_both_0.001 - [INFO] - [E:444| 200]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:09:53,620 - yago11k_both_0.001 - [INFO] - [E:444| 300]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:10:56,682 - yago11k_both_0.001 - [INFO] - [E:444| 400]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:11:59,817 - yago11k_both_0.001 - [INFO] - [E:444| 500]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:13:02,506 - yago11k_both_0.001 - [INFO] - [E:444| 600]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:13:02,506 - yago11k_both_0.001 - [INFO] - [Epoch:444]: Training Loss:0.001113
2023-06-22 06:13:02,721 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 06:13:14,797 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 06:13:26,722 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 444 valid]:
MRR: Tail : 0.41102, Head : 0.2339, Avg : 0.32246
2023-06-22 06:13:26,722 - yago11k_both_0.001 - [INFO] - [Epoch 444]: Training Loss: 0.0011131, Valid MRR: 0.32657,
2023-06-22 06:13:27,358 - yago11k_both_0.001 - [INFO] - [E:445| 0]: Train Loss:0.0011198, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:14:30,494 - yago11k_both_0.001 - [INFO] - [E:445| 100]: Train Loss:0.0011157, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:15:33,644 - yago11k_both_0.001 - [INFO] - [E:445| 200]: Train Loss:0.0011145, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:16:36,787 - yago11k_both_0.001 - [INFO] - [E:445| 300]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:17:39,912 - yago11k_both_0.001 - [INFO] - [E:445| 400]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:18:42,938 - yago11k_both_0.001 - [INFO] - [E:445| 500]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:19:45,501 - yago11k_both_0.001 - [INFO] - [E:445| 600]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:19:45,501 - yago11k_both_0.001 - [INFO] - [Epoch:445]: Training Loss:0.001113
2023-06-22 06:19:45,716 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 06:19:57,760 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 06:20:09,650 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 445 valid]:
MRR: Tail : 0.40896, Head : 0.23078, Avg : 0.31987
2023-06-22 06:20:09,650 - yago11k_both_0.001 - [INFO] - [Epoch 445]: Training Loss: 0.0011127, Valid MRR: 0.32657,
2023-06-22 06:20:10,289 - yago11k_both_0.001 - [INFO] - [E:446| 0]: Train Loss:0.0011305, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:21:13,463 - yago11k_both_0.001 - [INFO] - [E:446| 100]: Train Loss:0.0011112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:22:16,540 - yago11k_both_0.001 - [INFO] - [E:446| 200]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:23:19,532 - yago11k_both_0.001 - [INFO] - [E:446| 300]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:24:22,530 - yago11k_both_0.001 - [INFO] - [E:446| 400]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:25:25,636 - yago11k_both_0.001 - [INFO] - [E:446| 500]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:26:28,238 - yago11k_both_0.001 - [INFO] - [E:446| 600]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:26:28,238 - yago11k_both_0.001 - [INFO] - [Epoch:446]: Training Loss:0.001113
2023-06-22 06:26:28,454 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 06:26:40,530 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 06:26:52,457 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 446 valid]:
MRR: Tail : 0.40443, Head : 0.23297, Avg : 0.3187
2023-06-22 06:26:52,457 - yago11k_both_0.001 - [INFO] - [Epoch 446]: Training Loss: 0.0011128, Valid MRR: 0.32657,
2023-06-22 06:26:53,111 - yago11k_both_0.001 - [INFO] - [E:447| 0]: Train Loss:0.0011311, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:27:56,287 - yago11k_both_0.001 - [INFO] - [E:447| 100]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:28:59,415 - yago11k_both_0.001 - [INFO] - [E:447| 200]: Train Loss:0.001111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:30:02,535 - yago11k_both_0.001 - [INFO] - [E:447| 300]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:31:05,637 - yago11k_both_0.001 - [INFO] - [E:447| 400]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:32:08,680 - yago11k_both_0.001 - [INFO] - [E:447| 500]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:33:11,266 - yago11k_both_0.001 - [INFO] - [E:447| 600]: Train Loss:0.0011124, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:33:11,267 - yago11k_both_0.001 - [INFO] - [Epoch:447]: Training Loss:0.001112
2023-06-22 06:33:11,481 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 06:33:23,533 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 06:33:35,437 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 447 valid]:
MRR: Tail : 0.41047, Head : 0.23241, Avg : 0.32144
2023-06-22 06:33:35,437 - yago11k_both_0.001 - [INFO] - [Epoch 447]: Training Loss: 0.0011124, Valid MRR: 0.32657,
2023-06-22 06:33:36,073 - yago11k_both_0.001 - [INFO] - [E:448| 0]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:34:39,086 - yago11k_both_0.001 - [INFO] - [E:448| 100]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:35:42,129 - yago11k_both_0.001 - [INFO] - [E:448| 200]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:36:45,198 - yago11k_both_0.001 - [INFO] - [E:448| 300]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:37:48,978 - yago11k_both_0.001 - [INFO] - [E:448| 400]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:38:53,436 - yago11k_both_0.001 - [INFO] - [E:448| 500]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:39:56,169 - yago11k_both_0.001 - [INFO] - [E:448| 600]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:39:56,169 - yago11k_both_0.001 - [INFO] - [Epoch:448]: Training Loss:0.001112
2023-06-22 06:39:56,385 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 06:40:08,460 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 06:40:20,378 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 448 valid]:
MRR: Tail : 0.41048, Head : 0.23297, Avg : 0.32173
2023-06-22 06:40:20,378 - yago11k_both_0.001 - [INFO] - [Epoch 448]: Training Loss: 0.0011121, Valid MRR: 0.32657,
2023-06-22 06:40:21,013 - yago11k_both_0.001 - [INFO] - [E:449| 0]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:41:24,103 - yago11k_both_0.001 - [INFO] - [E:449| 100]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:42:27,193 - yago11k_both_0.001 - [INFO] - [E:449| 200]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:43:30,320 - yago11k_both_0.001 - [INFO] - [E:449| 300]: Train Loss:0.0011133, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:44:33,495 - yago11k_both_0.001 - [INFO] - [E:449| 400]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:45:36,674 - yago11k_both_0.001 - [INFO] - [E:449| 500]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:46:39,359 - yago11k_both_0.001 - [INFO] - [E:449| 600]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:46:39,359 - yago11k_both_0.001 - [INFO] - [Epoch:449]: Training Loss:0.001113
2023-06-22 06:46:39,575 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 06:46:51,643 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 06:47:03,567 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 449 valid]:
MRR: Tail : 0.41041, Head : 0.23377, Avg : 0.32209
MR: Tail : 894.24, Head : 1237.8, Avg : 1066.0
Hit-1: Tail : 0.33065, Head : 0.19589, Avg : 0.26327
Hit-3: Tail : 0.44776, Head : 0.23006, Avg : 0.33891
Hit-10: Tail : 0.5696, Head : 0.30133, Avg : 0.43547
2023-06-22 06:47:03,567 - yago11k_both_0.001 - [INFO] - [Epoch 449]: Training Loss: 0.0011128, Valid MRR: 0.32657,
2023-06-22 06:47:04,205 - yago11k_both_0.001 - [INFO] - [E:450| 0]: Train Loss:0.0011209, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:48:07,310 - yago11k_both_0.001 - [INFO] - [E:450| 100]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:49:10,388 - yago11k_both_0.001 - [INFO] - [E:450| 200]: Train Loss:0.0011138, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:50:13,495 - yago11k_both_0.001 - [INFO] - [E:450| 300]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:51:16,649 - yago11k_both_0.001 - [INFO] - [E:450| 400]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:52:19,846 - yago11k_both_0.001 - [INFO] - [E:450| 500]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:53:22,587 - yago11k_both_0.001 - [INFO] - [E:450| 600]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:53:22,587 - yago11k_both_0.001 - [INFO] - [Epoch:450]: Training Loss:0.001112
2023-06-22 06:53:22,802 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 06:53:34,870 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 06:53:46,790 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 450 valid]:
MRR: Tail : 0.40969, Head : 0.23093, Avg : 0.32031
2023-06-22 06:53:46,790 - yago11k_both_0.001 - [INFO] - [Epoch 450]: Training Loss: 0.0011125, Valid MRR: 0.32657,
2023-06-22 06:53:47,425 - yago11k_both_0.001 - [INFO] - [E:451| 0]: Train Loss:0.0011039, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:54:50,560 - yago11k_both_0.001 - [INFO] - [E:451| 100]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:55:53,704 - yago11k_both_0.001 - [INFO] - [E:451| 200]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:56:56,831 - yago11k_both_0.001 - [INFO] - [E:451| 300]: Train Loss:0.0011131, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:58:00,000 - yago11k_both_0.001 - [INFO] - [E:451| 400]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 06:59:03,042 - yago11k_both_0.001 - [INFO] - [E:451| 500]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:00:05,639 - yago11k_both_0.001 - [INFO] - [E:451| 600]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:00:05,640 - yago11k_both_0.001 - [INFO] - [Epoch:451]: Training Loss:0.001113
2023-06-22 07:00:05,856 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 07:00:17,924 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 07:00:29,855 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 451 valid]:
MRR: Tail : 0.40733, Head : 0.23112, Avg : 0.31922
2023-06-22 07:00:29,855 - yago11k_both_0.001 - [INFO] - [Epoch 451]: Training Loss: 0.0011125, Valid MRR: 0.32657,
2023-06-22 07:00:30,489 - yago11k_both_0.001 - [INFO] - [E:452| 0]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:01:33,532 - yago11k_both_0.001 - [INFO] - [E:452| 100]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:02:36,545 - yago11k_both_0.001 - [INFO] - [E:452| 200]: Train Loss:0.0011138, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:03:39,625 - yago11k_both_0.001 - [INFO] - [E:452| 300]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:04:42,715 - yago11k_both_0.001 - [INFO] - [E:452| 400]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:05:45,797 - yago11k_both_0.001 - [INFO] - [E:452| 500]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:06:48,537 - yago11k_both_0.001 - [INFO] - [E:452| 600]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:06:48,538 - yago11k_both_0.001 - [INFO] - [Epoch:452]: Training Loss:0.001112
2023-06-22 07:06:48,752 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 07:07:00,826 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 07:07:12,738 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 452 valid]:
MRR: Tail : 0.41512, Head : 0.2319, Avg : 0.32351
2023-06-22 07:07:12,738 - yago11k_both_0.001 - [INFO] - [Epoch 452]: Training Loss: 0.0011125, Valid MRR: 0.32657,
2023-06-22 07:07:13,378 - yago11k_both_0.001 - [INFO] - [E:453| 0]: Train Loss:0.0011015, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:08:16,514 - yago11k_both_0.001 - [INFO] - [E:453| 100]: Train Loss:0.0011151, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:09:19,509 - yago11k_both_0.001 - [INFO] - [E:453| 200]: Train Loss:0.0011143, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:10:22,515 - yago11k_both_0.001 - [INFO] - [E:453| 300]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:11:25,525 - yago11k_both_0.001 - [INFO] - [E:453| 400]: Train Loss:0.001113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:12:28,573 - yago11k_both_0.001 - [INFO] - [E:453| 500]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:13:31,176 - yago11k_both_0.001 - [INFO] - [E:453| 600]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:13:31,177 - yago11k_both_0.001 - [INFO] - [Epoch:453]: Training Loss:0.001112
2023-06-22 07:13:31,391 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 07:13:43,445 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 07:13:55,353 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 453 valid]:
MRR: Tail : 0.41416, Head : 0.23247, Avg : 0.32331
2023-06-22 07:13:55,353 - yago11k_both_0.001 - [INFO] - [Epoch 453]: Training Loss: 0.0011122, Valid MRR: 0.32657,
2023-06-22 07:13:55,991 - yago11k_both_0.001 - [INFO] - [E:454| 0]: Train Loss:0.0011281, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:14:59,015 - yago11k_both_0.001 - [INFO] - [E:454| 100]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:16:03,652 - yago11k_both_0.001 - [INFO] - [E:454| 200]: Train Loss:0.001111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:17:08,075 - yago11k_both_0.001 - [INFO] - [E:454| 300]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:18:12,459 - yago11k_both_0.001 - [INFO] - [E:454| 400]: Train Loss:0.0011118, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:19:15,580 - yago11k_both_0.001 - [INFO] - [E:454| 500]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:20:18,217 - yago11k_both_0.001 - [INFO] - [E:454| 600]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:20:18,217 - yago11k_both_0.001 - [INFO] - [Epoch:454]: Training Loss:0.001112
2023-06-22 07:20:18,433 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 07:20:30,492 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 07:20:42,397 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 454 valid]:
MRR: Tail : 0.41189, Head : 0.23125, Avg : 0.32157
2023-06-22 07:20:42,397 - yago11k_both_0.001 - [INFO] - [Epoch 454]: Training Loss: 0.0011119, Valid MRR: 0.32657,
2023-06-22 07:20:43,034 - yago11k_both_0.001 - [INFO] - [E:455| 0]: Train Loss:0.0011045, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:21:46,227 - yago11k_both_0.001 - [INFO] - [E:455| 100]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:22:49,385 - yago11k_both_0.001 - [INFO] - [E:455| 200]: Train Loss:0.0011135, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:23:52,445 - yago11k_both_0.001 - [INFO] - [E:455| 300]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:24:55,686 - yago11k_both_0.001 - [INFO] - [E:455| 400]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:25:58,763 - yago11k_both_0.001 - [INFO] - [E:455| 500]: Train Loss:0.0011125, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:27:01,445 - yago11k_both_0.001 - [INFO] - [E:455| 600]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:27:01,445 - yago11k_both_0.001 - [INFO] - [Epoch:455]: Training Loss:0.001112
2023-06-22 07:27:01,661 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 07:27:13,728 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 07:27:25,630 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 455 valid]:
MRR: Tail : 0.40448, Head : 0.23631, Avg : 0.32039
2023-06-22 07:27:25,630 - yago11k_both_0.001 - [INFO] - [Epoch 455]: Training Loss: 0.0011121, Valid MRR: 0.32657,
2023-06-22 07:27:26,267 - yago11k_both_0.001 - [INFO] - [E:456| 0]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:28:29,424 - yago11k_both_0.001 - [INFO] - [E:456| 100]: Train Loss:0.0011097, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:29:32,884 - yago11k_both_0.001 - [INFO] - [E:456| 200]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:30:36,142 - yago11k_both_0.001 - [INFO] - [E:456| 300]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:31:39,595 - yago11k_both_0.001 - [INFO] - [E:456| 400]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:32:42,753 - yago11k_both_0.001 - [INFO] - [E:456| 500]: Train Loss:0.0011118, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:33:45,408 - yago11k_both_0.001 - [INFO] - [E:456| 600]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:33:45,408 - yago11k_both_0.001 - [INFO] - [Epoch:456]: Training Loss:0.001112
2023-06-22 07:33:45,623 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 07:33:57,691 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 07:34:09,597 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 456 valid]:
MRR: Tail : 0.41249, Head : 0.23438, Avg : 0.32343
2023-06-22 07:34:09,597 - yago11k_both_0.001 - [INFO] - [Epoch 456]: Training Loss: 0.001112, Valid MRR: 0.32657,
2023-06-22 07:34:10,239 - yago11k_both_0.001 - [INFO] - [E:457| 0]: Train Loss:0.0011211, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:35:13,361 - yago11k_both_0.001 - [INFO] - [E:457| 100]: Train Loss:0.0011137, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:36:16,559 - yago11k_both_0.001 - [INFO] - [E:457| 200]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:37:19,544 - yago11k_both_0.001 - [INFO] - [E:457| 300]: Train Loss:0.0011134, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:38:22,600 - yago11k_both_0.001 - [INFO] - [E:457| 400]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:39:25,658 - yago11k_both_0.001 - [INFO] - [E:457| 500]: Train Loss:0.0011127, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:40:28,239 - yago11k_both_0.001 - [INFO] - [E:457| 600]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:40:28,240 - yago11k_both_0.001 - [INFO] - [Epoch:457]: Training Loss:0.001112
2023-06-22 07:40:28,454 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 07:40:40,534 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 07:40:52,457 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 457 valid]:
MRR: Tail : 0.40989, Head : 0.23245, Avg : 0.32117
2023-06-22 07:40:52,457 - yago11k_both_0.001 - [INFO] - [Epoch 457]: Training Loss: 0.0011123, Valid MRR: 0.32657,
2023-06-22 07:40:53,097 - yago11k_both_0.001 - [INFO] - [E:458| 0]: Train Loss:0.0011187, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:41:56,224 - yago11k_both_0.001 - [INFO] - [E:458| 100]: Train Loss:0.0011148, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:42:59,366 - yago11k_both_0.001 - [INFO] - [E:458| 200]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:44:02,458 - yago11k_both_0.001 - [INFO] - [E:458| 300]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:45:05,719 - yago11k_both_0.001 - [INFO] - [E:458| 400]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:46:08,787 - yago11k_both_0.001 - [INFO] - [E:458| 500]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:47:11,441 - yago11k_both_0.001 - [INFO] - [E:458| 600]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:47:11,441 - yago11k_both_0.001 - [INFO] - [Epoch:458]: Training Loss:0.001112
2023-06-22 07:47:11,657 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 07:47:23,734 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 07:47:35,661 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 458 valid]:
MRR: Tail : 0.40759, Head : 0.23063, Avg : 0.31911
2023-06-22 07:47:35,662 - yago11k_both_0.001 - [INFO] - [Epoch 458]: Training Loss: 0.0011121, Valid MRR: 0.32657,
2023-06-22 07:47:36,301 - yago11k_both_0.001 - [INFO] - [E:459| 0]: Train Loss:0.0011035, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:48:39,431 - yago11k_both_0.001 - [INFO] - [E:459| 100]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:49:42,554 - yago11k_both_0.001 - [INFO] - [E:459| 200]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:50:45,848 - yago11k_both_0.001 - [INFO] - [E:459| 300]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:51:48,922 - yago11k_both_0.001 - [INFO] - [E:459| 400]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:52:52,204 - yago11k_both_0.001 - [INFO] - [E:459| 500]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:53:55,042 - yago11k_both_0.001 - [INFO] - [E:459| 600]: Train Loss:0.0011118, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:53:55,043 - yago11k_both_0.001 - [INFO] - [Epoch:459]: Training Loss:0.001112
2023-06-22 07:53:55,258 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 07:54:07,341 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 07:54:19,270 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 459 valid]:
MRR: Tail : 0.41108, Head : 0.23329, Avg : 0.32218
MR: Tail : 868.22, Head : 1230.7, Avg : 1049.5
Hit-1: Tail : 0.32912, Head : 0.19394, Avg : 0.26153
Hit-3: Tail : 0.45151, Head : 0.23076, Avg : 0.34114
Hit-10: Tail : 0.57266, Head : 0.30897, Avg : 0.44082
2023-06-22 07:54:19,270 - yago11k_both_0.001 - [INFO] - [Epoch 459]: Training Loss: 0.0011118, Valid MRR: 0.32657,
2023-06-22 07:54:19,910 - yago11k_both_0.001 - [INFO] - [E:460| 0]: Train Loss:0.0011092, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:55:23,271 - yago11k_both_0.001 - [INFO] - [E:460| 100]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:56:26,613 - yago11k_both_0.001 - [INFO] - [E:460| 200]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:57:29,858 - yago11k_both_0.001 - [INFO] - [E:460| 300]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:58:33,048 - yago11k_both_0.001 - [INFO] - [E:460| 400]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 07:59:36,186 - yago11k_both_0.001 - [INFO] - [E:460| 500]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:00:38,972 - yago11k_both_0.001 - [INFO] - [E:460| 600]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:00:38,972 - yago11k_both_0.001 - [INFO] - [Epoch:460]: Training Loss:0.001112
2023-06-22 08:00:39,187 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 08:00:51,319 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 08:01:03,224 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 460 valid]:
MRR: Tail : 0.41034, Head : 0.22996, Avg : 0.32015
2023-06-22 08:01:03,225 - yago11k_both_0.001 - [INFO] - [Epoch 460]: Training Loss: 0.0011122, Valid MRR: 0.32657,
2023-06-22 08:01:03,862 - yago11k_both_0.001 - [INFO] - [E:461| 0]: Train Loss:0.0011118, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:02:07,101 - yago11k_both_0.001 - [INFO] - [E:461| 100]: Train Loss:0.0011128, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:03:10,358 - yago11k_both_0.001 - [INFO] - [E:461| 200]: Train Loss:0.0011112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:04:13,473 - yago11k_both_0.001 - [INFO] - [E:461| 300]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:05:16,557 - yago11k_both_0.001 - [INFO] - [E:461| 400]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:06:19,658 - yago11k_both_0.001 - [INFO] - [E:461| 500]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:07:22,611 - yago11k_both_0.001 - [INFO] - [E:461| 600]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:07:22,611 - yago11k_both_0.001 - [INFO] - [Epoch:461]: Training Loss:0.001111
2023-06-22 08:07:22,827 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 08:07:34,931 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 08:07:46,869 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 461 valid]:
MRR: Tail : 0.40973, Head : 0.23005, Avg : 0.31989
2023-06-22 08:07:46,869 - yago11k_both_0.001 - [INFO] - [Epoch 461]: Training Loss: 0.0011115, Valid MRR: 0.32657,
2023-06-22 08:07:47,521 - yago11k_both_0.001 - [INFO] - [E:462| 0]: Train Loss:0.0011001, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:08:50,823 - yago11k_both_0.001 - [INFO] - [E:462| 100]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:09:54,135 - yago11k_both_0.001 - [INFO] - [E:462| 200]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:10:57,362 - yago11k_both_0.001 - [INFO] - [E:462| 300]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:12:00,446 - yago11k_both_0.001 - [INFO] - [E:462| 400]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:13:03,549 - yago11k_both_0.001 - [INFO] - [E:462| 500]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:14:06,260 - yago11k_both_0.001 - [INFO] - [E:462| 600]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:14:06,261 - yago11k_both_0.001 - [INFO] - [Epoch:462]: Training Loss:0.001112
2023-06-22 08:14:06,477 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 08:14:18,575 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 08:14:30,506 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 462 valid]:
MRR: Tail : 0.41034, Head : 0.23407, Avg : 0.32221
2023-06-22 08:14:30,506 - yago11k_both_0.001 - [INFO] - [Epoch 462]: Training Loss: 0.0011117, Valid MRR: 0.32657,
2023-06-22 08:14:31,144 - yago11k_both_0.001 - [INFO] - [E:463| 0]: Train Loss:0.0011185, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:15:34,360 - yago11k_both_0.001 - [INFO] - [E:463| 100]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:16:37,582 - yago11k_both_0.001 - [INFO] - [E:463| 200]: Train Loss:0.0011132, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:17:40,775 - yago11k_both_0.001 - [INFO] - [E:463| 300]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:18:43,883 - yago11k_both_0.001 - [INFO] - [E:463| 400]: Train Loss:0.0011118, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:19:47,004 - yago11k_both_0.001 - [INFO] - [E:463| 500]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:20:49,904 - yago11k_both_0.001 - [INFO] - [E:463| 600]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:20:49,905 - yago11k_both_0.001 - [INFO] - [Epoch:463]: Training Loss:0.001112
2023-06-22 08:20:50,119 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 08:21:02,215 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 08:21:14,156 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 463 valid]:
MRR: Tail : 0.41032, Head : 0.23369, Avg : 0.322
2023-06-22 08:21:14,156 - yago11k_both_0.001 - [INFO] - [Epoch 463]: Training Loss: 0.0011121, Valid MRR: 0.32657,
2023-06-22 08:21:14,793 - yago11k_both_0.001 - [INFO] - [E:464| 0]: Train Loss:0.0011202, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:22:17,969 - yago11k_both_0.001 - [INFO] - [E:464| 100]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:23:21,179 - yago11k_both_0.001 - [INFO] - [E:464| 200]: Train Loss:0.0011121, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:24:24,424 - yago11k_both_0.001 - [INFO] - [E:464| 300]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:25:27,680 - yago11k_both_0.001 - [INFO] - [E:464| 400]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:26:30,890 - yago11k_both_0.001 - [INFO] - [E:464| 500]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:27:33,626 - yago11k_both_0.001 - [INFO] - [E:464| 600]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:27:33,626 - yago11k_both_0.001 - [INFO] - [Epoch:464]: Training Loss:0.001112
2023-06-22 08:27:33,841 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 08:27:45,925 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 08:27:57,845 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 464 valid]:
MRR: Tail : 0.41555, Head : 0.23283, Avg : 0.32419
2023-06-22 08:27:57,845 - yago11k_both_0.001 - [INFO] - [Epoch 464]: Training Loss: 0.0011117, Valid MRR: 0.32657,
2023-06-22 08:27:58,499 - yago11k_both_0.001 - [INFO] - [E:465| 0]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:29:01,596 - yago11k_both_0.001 - [INFO] - [E:465| 100]: Train Loss:0.0011088, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:30:04,834 - yago11k_both_0.001 - [INFO] - [E:465| 200]: Train Loss:0.0011102, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:31:08,042 - yago11k_both_0.001 - [INFO] - [E:465| 300]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:32:11,182 - yago11k_both_0.001 - [INFO] - [E:465| 400]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:33:14,282 - yago11k_both_0.001 - [INFO] - [E:465| 500]: Train Loss:0.0011112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:34:17,016 - yago11k_both_0.001 - [INFO] - [E:465| 600]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:34:17,016 - yago11k_both_0.001 - [INFO] - [Epoch:465]: Training Loss:0.001112
2023-06-22 08:34:17,232 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 08:34:29,337 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 08:34:41,274 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 465 valid]:
MRR: Tail : 0.41105, Head : 0.23221, Avg : 0.32163
2023-06-22 08:34:41,275 - yago11k_both_0.001 - [INFO] - [Epoch 465]: Training Loss: 0.0011115, Valid MRR: 0.32657,
2023-06-22 08:34:41,912 - yago11k_both_0.001 - [INFO] - [E:466| 0]: Train Loss:0.0011112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:35:45,298 - yago11k_both_0.001 - [INFO] - [E:466| 100]: Train Loss:0.0011136, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:36:48,584 - yago11k_both_0.001 - [INFO] - [E:466| 200]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:37:51,760 - yago11k_both_0.001 - [INFO] - [E:466| 300]: Train Loss:0.0011122, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:38:54,831 - yago11k_both_0.001 - [INFO] - [E:466| 400]: Train Loss:0.0011118, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:39:57,912 - yago11k_both_0.001 - [INFO] - [E:466| 500]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:41:00,597 - yago11k_both_0.001 - [INFO] - [E:466| 600]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:41:00,597 - yago11k_both_0.001 - [INFO] - [Epoch:466]: Training Loss:0.001112
2023-06-22 08:41:00,812 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 08:41:12,890 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 08:41:24,801 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 466 valid]:
MRR: Tail : 0.41211, Head : 0.23174, Avg : 0.32193
2023-06-22 08:41:24,801 - yago11k_both_0.001 - [INFO] - [Epoch 466]: Training Loss: 0.0011117, Valid MRR: 0.32657,
2023-06-22 08:41:25,446 - yago11k_both_0.001 - [INFO] - [E:467| 0]: Train Loss:0.001132, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:42:28,514 - yago11k_both_0.001 - [INFO] - [E:467| 100]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:43:31,590 - yago11k_both_0.001 - [INFO] - [E:467| 200]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:44:34,724 - yago11k_both_0.001 - [INFO] - [E:467| 300]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:45:38,144 - yago11k_both_0.001 - [INFO] - [E:467| 400]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:46:41,546 - yago11k_both_0.001 - [INFO] - [E:467| 500]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:47:44,269 - yago11k_both_0.001 - [INFO] - [E:467| 600]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:47:44,269 - yago11k_both_0.001 - [INFO] - [Epoch:467]: Training Loss:0.001112
2023-06-22 08:47:44,485 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 08:47:56,588 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 08:48:08,503 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 467 valid]:
MRR: Tail : 0.41372, Head : 0.23041, Avg : 0.32206
2023-06-22 08:48:08,503 - yago11k_both_0.001 - [INFO] - [Epoch 467]: Training Loss: 0.0011115, Valid MRR: 0.32657,
2023-06-22 08:48:09,140 - yago11k_both_0.001 - [INFO] - [E:468| 0]: Train Loss:0.0011168, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:49:12,432 - yago11k_both_0.001 - [INFO] - [E:468| 100]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:50:15,634 - yago11k_both_0.001 - [INFO] - [E:468| 200]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:51:18,872 - yago11k_both_0.001 - [INFO] - [E:468| 300]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:52:22,095 - yago11k_both_0.001 - [INFO] - [E:468| 400]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:53:25,216 - yago11k_both_0.001 - [INFO] - [E:468| 500]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:54:27,849 - yago11k_both_0.001 - [INFO] - [E:468| 600]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:54:27,849 - yago11k_both_0.001 - [INFO] - [Epoch:468]: Training Loss:0.001112
2023-06-22 08:54:28,065 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 08:54:40,146 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 08:54:52,047 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 468 valid]:
MRR: Tail : 0.40826, Head : 0.22874, Avg : 0.3185
2023-06-22 08:54:52,047 - yago11k_both_0.001 - [INFO] - [Epoch 468]: Training Loss: 0.0011117, Valid MRR: 0.32657,
2023-06-22 08:54:52,683 - yago11k_both_0.001 - [INFO] - [E:469| 0]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:55:55,804 - yago11k_both_0.001 - [INFO] - [E:469| 100]: Train Loss:0.0011153, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:56:58,902 - yago11k_both_0.001 - [INFO] - [E:469| 200]: Train Loss:0.0011142, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:58:02,192 - yago11k_both_0.001 - [INFO] - [E:469| 300]: Train Loss:0.0011129, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 08:59:05,438 - yago11k_both_0.001 - [INFO] - [E:469| 400]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:00:08,733 - yago11k_both_0.001 - [INFO] - [E:469| 500]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:01:11,520 - yago11k_both_0.001 - [INFO] - [E:469| 600]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:01:11,521 - yago11k_both_0.001 - [INFO] - [Epoch:469]: Training Loss:0.001112
2023-06-22 09:01:11,735 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 09:01:23,828 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 09:01:35,748 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 469 valid]:
MRR: Tail : 0.41142, Head : 0.23022, Avg : 0.32082
MR: Tail : 887.27, Head : 1237.4, Avg : 1062.3
Hit-1: Tail : 0.3319, Head : 0.19186, Avg : 0.26188
Hit-3: Tail : 0.4454, Head : 0.22478, Avg : 0.33509
Hit-10: Tail : 0.57488, Head : 0.3037, Avg : 0.43929
2023-06-22 09:01:35,749 - yago11k_both_0.001 - [INFO] - [Epoch 469]: Training Loss: 0.0011116, Valid MRR: 0.32657,
2023-06-22 09:01:36,384 - yago11k_both_0.001 - [INFO] - [E:470| 0]: Train Loss:0.0011042, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:02:39,576 - yago11k_both_0.001 - [INFO] - [E:470| 100]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:03:42,874 - yago11k_both_0.001 - [INFO] - [E:470| 200]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:04:46,146 - yago11k_both_0.001 - [INFO] - [E:470| 300]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:05:49,407 - yago11k_both_0.001 - [INFO] - [E:470| 400]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:06:52,623 - yago11k_both_0.001 - [INFO] - [E:470| 500]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:07:55,399 - yago11k_both_0.001 - [INFO] - [E:470| 600]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:07:55,399 - yago11k_both_0.001 - [INFO] - [Epoch:470]: Training Loss:0.001112
2023-06-22 09:07:55,614 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 09:08:07,733 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 09:08:19,666 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 470 valid]:
MRR: Tail : 0.40928, Head : 0.23137, Avg : 0.32032
2023-06-22 09:08:19,666 - yago11k_both_0.001 - [INFO] - [Epoch 470]: Training Loss: 0.0011116, Valid MRR: 0.32657,
2023-06-22 09:08:20,309 - yago11k_both_0.001 - [INFO] - [E:471| 0]: Train Loss:0.0011341, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:09:23,675 - yago11k_both_0.001 - [INFO] - [E:471| 100]: Train Loss:0.0011088, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:10:26,835 - yago11k_both_0.001 - [INFO] - [E:471| 200]: Train Loss:0.0011092, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:11:30,066 - yago11k_both_0.001 - [INFO] - [E:471| 300]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:12:33,166 - yago11k_both_0.001 - [INFO] - [E:471| 400]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:13:36,449 - yago11k_both_0.001 - [INFO] - [E:471| 500]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:14:39,128 - yago11k_both_0.001 - [INFO] - [E:471| 600]: Train Loss:0.001111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:14:39,128 - yago11k_both_0.001 - [INFO] - [Epoch:471]: Training Loss:0.001111
2023-06-22 09:14:39,346 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 09:14:51,430 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 09:15:03,347 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 471 valid]:
MRR: Tail : 0.41044, Head : 0.23228, Avg : 0.32136
2023-06-22 09:15:03,347 - yago11k_both_0.001 - [INFO] - [Epoch 471]: Training Loss: 0.001111, Valid MRR: 0.32657,
2023-06-22 09:15:03,983 - yago11k_both_0.001 - [INFO] - [E:472| 0]: Train Loss:0.0011102, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:16:07,005 - yago11k_both_0.001 - [INFO] - [E:472| 100]: Train Loss:0.0011098, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:17:10,023 - yago11k_both_0.001 - [INFO] - [E:472| 200]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:18:13,040 - yago11k_both_0.001 - [INFO] - [E:472| 300]: Train Loss:0.001111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:19:16,037 - yago11k_both_0.001 - [INFO] - [E:472| 400]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:20:19,025 - yago11k_both_0.001 - [INFO] - [E:472| 500]: Train Loss:0.0011119, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:21:21,586 - yago11k_both_0.001 - [INFO] - [E:472| 600]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:21:21,586 - yago11k_both_0.001 - [INFO] - [Epoch:472]: Training Loss:0.001112
2023-06-22 09:21:21,801 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 09:21:33,860 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 09:21:45,748 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 472 valid]:
MRR: Tail : 0.40891, Head : 0.23208, Avg : 0.3205
2023-06-22 09:21:45,748 - yago11k_both_0.001 - [INFO] - [Epoch 472]: Training Loss: 0.0011117, Valid MRR: 0.32657,
2023-06-22 09:21:46,382 - yago11k_both_0.001 - [INFO] - [E:473| 0]: Train Loss:0.0011608, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:22:49,365 - yago11k_both_0.001 - [INFO] - [E:473| 100]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:23:52,464 - yago11k_both_0.001 - [INFO] - [E:473| 200]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:24:55,610 - yago11k_both_0.001 - [INFO] - [E:473| 300]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:25:58,839 - yago11k_both_0.001 - [INFO] - [E:473| 400]: Train Loss:0.0011112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:27:02,021 - yago11k_both_0.001 - [INFO] - [E:473| 500]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:28:04,727 - yago11k_both_0.001 - [INFO] - [E:473| 600]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:28:04,728 - yago11k_both_0.001 - [INFO] - [Epoch:473]: Training Loss:0.001111
2023-06-22 09:28:04,943 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 09:28:17,028 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 09:28:28,940 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 473 valid]:
MRR: Tail : 0.40705, Head : 0.23069, Avg : 0.31887
2023-06-22 09:28:28,940 - yago11k_both_0.001 - [INFO] - [Epoch 473]: Training Loss: 0.0011111, Valid MRR: 0.32657,
2023-06-22 09:28:29,583 - yago11k_both_0.001 - [INFO] - [E:474| 0]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:29:32,711 - yago11k_both_0.001 - [INFO] - [E:474| 100]: Train Loss:0.0011123, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:30:35,859 - yago11k_both_0.001 - [INFO] - [E:474| 200]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:31:38,960 - yago11k_both_0.001 - [INFO] - [E:474| 300]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:32:42,098 - yago11k_both_0.001 - [INFO] - [E:474| 400]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:33:45,115 - yago11k_both_0.001 - [INFO] - [E:474| 500]: Train Loss:0.0011112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:34:47,775 - yago11k_both_0.001 - [INFO] - [E:474| 600]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:34:47,775 - yago11k_both_0.001 - [INFO] - [Epoch:474]: Training Loss:0.001111
2023-06-22 09:34:47,990 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 09:35:00,055 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 09:35:11,947 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 474 valid]:
MRR: Tail : 0.40822, Head : 0.23242, Avg : 0.32032
2023-06-22 09:35:11,947 - yago11k_both_0.001 - [INFO] - [Epoch 474]: Training Loss: 0.0011114, Valid MRR: 0.32657,
2023-06-22 09:35:12,583 - yago11k_both_0.001 - [INFO] - [E:475| 0]: Train Loss:0.0011054, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:36:15,629 - yago11k_both_0.001 - [INFO] - [E:475| 100]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:37:18,745 - yago11k_both_0.001 - [INFO] - [E:475| 200]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:38:21,925 - yago11k_both_0.001 - [INFO] - [E:475| 300]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:39:25,017 - yago11k_both_0.001 - [INFO] - [E:475| 400]: Train Loss:0.0011112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:40:28,147 - yago11k_both_0.001 - [INFO] - [E:475| 500]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:41:30,845 - yago11k_both_0.001 - [INFO] - [E:475| 600]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:41:30,845 - yago11k_both_0.001 - [INFO] - [Epoch:475]: Training Loss:0.001111
2023-06-22 09:41:31,059 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 09:41:43,117 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 09:41:55,017 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 475 valid]:
MRR: Tail : 0.40785, Head : 0.23281, Avg : 0.32033
2023-06-22 09:41:55,017 - yago11k_both_0.001 - [INFO] - [Epoch 475]: Training Loss: 0.0011111, Valid MRR: 0.32657,
2023-06-22 09:41:55,655 - yago11k_both_0.001 - [INFO] - [E:476| 0]: Train Loss:0.0011359, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:42:58,730 - yago11k_both_0.001 - [INFO] - [E:476| 100]: Train Loss:0.0011097, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:44:01,831 - yago11k_both_0.001 - [INFO] - [E:476| 200]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:45:04,968 - yago11k_both_0.001 - [INFO] - [E:476| 300]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:46:08,125 - yago11k_both_0.001 - [INFO] - [E:476| 400]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:47:11,379 - yago11k_both_0.001 - [INFO] - [E:476| 500]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:48:14,136 - yago11k_both_0.001 - [INFO] - [E:476| 600]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:48:14,136 - yago11k_both_0.001 - [INFO] - [Epoch:476]: Training Loss:0.001111
2023-06-22 09:48:14,351 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 09:48:26,443 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 09:48:38,371 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 476 valid]:
MRR: Tail : 0.40789, Head : 0.23179, Avg : 0.31984
2023-06-22 09:48:38,371 - yago11k_both_0.001 - [INFO] - [Epoch 476]: Training Loss: 0.0011108, Valid MRR: 0.32657,
2023-06-22 09:48:39,007 - yago11k_both_0.001 - [INFO] - [E:477| 0]: Train Loss:0.0011376, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:49:42,227 - yago11k_both_0.001 - [INFO] - [E:477| 100]: Train Loss:0.0011084, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:50:45,435 - yago11k_both_0.001 - [INFO] - [E:477| 200]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:51:48,756 - yago11k_both_0.001 - [INFO] - [E:477| 300]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:52:52,121 - yago11k_both_0.001 - [INFO] - [E:477| 400]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:53:55,376 - yago11k_both_0.001 - [INFO] - [E:477| 500]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:54:58,354 - yago11k_both_0.001 - [INFO] - [E:477| 600]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:54:58,355 - yago11k_both_0.001 - [INFO] - [Epoch:477]: Training Loss:0.001112
2023-06-22 09:54:58,570 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 09:55:10,664 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 09:55:22,592 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 477 valid]:
MRR: Tail : 0.40796, Head : 0.23165, Avg : 0.3198
2023-06-22 09:55:22,592 - yago11k_both_0.001 - [INFO] - [Epoch 477]: Training Loss: 0.0011117, Valid MRR: 0.32657,
2023-06-22 09:55:23,228 - yago11k_both_0.001 - [INFO] - [E:478| 0]: Train Loss:0.0011033, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:56:26,416 - yago11k_both_0.001 - [INFO] - [E:478| 100]: Train Loss:0.0011096, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:57:29,568 - yago11k_both_0.001 - [INFO] - [E:478| 200]: Train Loss:0.0011094, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:58:32,761 - yago11k_both_0.001 - [INFO] - [E:478| 300]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 09:59:35,942 - yago11k_both_0.001 - [INFO] - [E:478| 400]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:00:39,118 - yago11k_both_0.001 - [INFO] - [E:478| 500]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:01:41,874 - yago11k_both_0.001 - [INFO] - [E:478| 600]: Train Loss:0.0011117, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:01:41,875 - yago11k_both_0.001 - [INFO] - [Epoch:478]: Training Loss:0.001112
2023-06-22 10:01:42,090 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 10:01:54,178 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 10:02:06,093 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 478 valid]:
MRR: Tail : 0.40371, Head : 0.23171, Avg : 0.31771
2023-06-22 10:02:06,093 - yago11k_both_0.001 - [INFO] - [Epoch 478]: Training Loss: 0.0011117, Valid MRR: 0.32657,
2023-06-22 10:02:06,739 - yago11k_both_0.001 - [INFO] - [E:479| 0]: Train Loss:0.0010869, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:03:09,906 - yago11k_both_0.001 - [INFO] - [E:479| 100]: Train Loss:0.0011079, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:04:13,081 - yago11k_both_0.001 - [INFO] - [E:479| 200]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:05:16,301 - yago11k_both_0.001 - [INFO] - [E:479| 300]: Train Loss:0.0011103, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:06:19,503 - yago11k_both_0.001 - [INFO] - [E:479| 400]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:07:22,704 - yago11k_both_0.001 - [INFO] - [E:479| 500]: Train Loss:0.001111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:08:25,475 - yago11k_both_0.001 - [INFO] - [E:479| 600]: Train Loss:0.001111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:08:25,475 - yago11k_both_0.001 - [INFO] - [Epoch:479]: Training Loss:0.001111
2023-06-22 10:08:25,691 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 10:08:37,786 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 10:08:49,708 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 479 valid]:
MRR: Tail : 0.41409, Head : 0.23091, Avg : 0.3225
MR: Tail : 882.14, Head : 1252.2, Avg : 1067.2
Hit-1: Tail : 0.33565, Head : 0.19228, Avg : 0.26396
Hit-3: Tail : 0.44915, Head : 0.22923, Avg : 0.33919
Hit-10: Tail : 0.57113, Head : 0.29994, Avg : 0.43554
2023-06-22 10:08:49,708 - yago11k_both_0.001 - [INFO] - [Epoch 479]: Training Loss: 0.001111, Valid MRR: 0.32657,
2023-06-22 10:08:50,344 - yago11k_both_0.001 - [INFO] - [E:480| 0]: Train Loss:0.001093, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:09:53,556 - yago11k_both_0.001 - [INFO] - [E:480| 100]: Train Loss:0.0011069, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:10:56,769 - yago11k_both_0.001 - [INFO] - [E:480| 200]: Train Loss:0.0011092, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:11:59,979 - yago11k_both_0.001 - [INFO] - [E:480| 300]: Train Loss:0.0011098, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:13:03,183 - yago11k_both_0.001 - [INFO] - [E:480| 400]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:14:06,449 - yago11k_both_0.001 - [INFO] - [E:480| 500]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:15:09,287 - yago11k_both_0.001 - [INFO] - [E:480| 600]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:15:09,288 - yago11k_both_0.001 - [INFO] - [Epoch:480]: Training Loss:0.001111
2023-06-22 10:15:09,504 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 10:15:21,604 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 10:15:33,529 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 480 valid]:
MRR: Tail : 0.40842, Head : 0.2322, Avg : 0.32031
2023-06-22 10:15:33,530 - yago11k_both_0.001 - [INFO] - [Epoch 480]: Training Loss: 0.0011107, Valid MRR: 0.32657,
2023-06-22 10:15:34,165 - yago11k_both_0.001 - [INFO] - [E:481| 0]: Train Loss:0.0011046, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:16:37,443 - yago11k_both_0.001 - [INFO] - [E:481| 100]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:17:40,687 - yago11k_both_0.001 - [INFO] - [E:481| 200]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:18:43,968 - yago11k_both_0.001 - [INFO] - [E:481| 300]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:19:47,213 - yago11k_both_0.001 - [INFO] - [E:481| 400]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:20:50,346 - yago11k_both_0.001 - [INFO] - [E:481| 500]: Train Loss:0.0011112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:21:53,143 - yago11k_both_0.001 - [INFO] - [E:481| 600]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:21:53,144 - yago11k_both_0.001 - [INFO] - [Epoch:481]: Training Loss:0.001111
2023-06-22 10:21:53,359 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 10:22:05,449 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 10:22:17,374 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 481 valid]:
MRR: Tail : 0.41085, Head : 0.23294, Avg : 0.32189
2023-06-22 10:22:17,374 - yago11k_both_0.001 - [INFO] - [Epoch 481]: Training Loss: 0.0011111, Valid MRR: 0.32657,
2023-06-22 10:22:18,014 - yago11k_both_0.001 - [INFO] - [E:482| 0]: Train Loss:0.0010996, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:23:21,243 - yago11k_both_0.001 - [INFO] - [E:482| 100]: Train Loss:0.0011096, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:24:24,466 - yago11k_both_0.001 - [INFO] - [E:482| 200]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:25:27,713 - yago11k_both_0.001 - [INFO] - [E:482| 300]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:26:30,951 - yago11k_both_0.001 - [INFO] - [E:482| 400]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:27:34,165 - yago11k_both_0.001 - [INFO] - [E:482| 500]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:28:36,948 - yago11k_both_0.001 - [INFO] - [E:482| 600]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:28:36,948 - yago11k_both_0.001 - [INFO] - [Epoch:482]: Training Loss:0.001111
2023-06-22 10:28:37,164 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 10:28:49,251 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 10:29:01,175 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 482 valid]:
MRR: Tail : 0.40966, Head : 0.23222, Avg : 0.32094
2023-06-22 10:29:01,175 - yago11k_both_0.001 - [INFO] - [Epoch 482]: Training Loss: 0.0011107, Valid MRR: 0.32657,
2023-06-22 10:29:01,813 - yago11k_both_0.001 - [INFO] - [E:483| 0]: Train Loss:0.0010983, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:30:05,055 - yago11k_both_0.001 - [INFO] - [E:483| 100]: Train Loss:0.001112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:31:08,288 - yago11k_both_0.001 - [INFO] - [E:483| 200]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:32:11,584 - yago11k_both_0.001 - [INFO] - [E:483| 300]: Train Loss:0.0011115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:33:14,839 - yago11k_both_0.001 - [INFO] - [E:483| 400]: Train Loss:0.0011111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:34:18,100 - yago11k_both_0.001 - [INFO] - [E:483| 500]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:35:20,992 - yago11k_both_0.001 - [INFO] - [E:483| 600]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:35:20,993 - yago11k_both_0.001 - [INFO] - [Epoch:483]: Training Loss:0.001111
2023-06-22 10:35:21,208 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 10:35:33,303 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 10:35:45,228 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 483 valid]:
MRR: Tail : 0.41301, Head : 0.23209, Avg : 0.32255
2023-06-22 10:35:45,229 - yago11k_both_0.001 - [INFO] - [Epoch 483]: Training Loss: 0.0011106, Valid MRR: 0.32657,
2023-06-22 10:35:45,866 - yago11k_both_0.001 - [INFO] - [E:484| 0]: Train Loss:0.0011051, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:36:49,174 - yago11k_both_0.001 - [INFO] - [E:484| 100]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:37:52,359 - yago11k_both_0.001 - [INFO] - [E:484| 200]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:38:55,605 - yago11k_both_0.001 - [INFO] - [E:484| 300]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:39:58,924 - yago11k_both_0.001 - [INFO] - [E:484| 400]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:41:02,051 - yago11k_both_0.001 - [INFO] - [E:484| 500]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:42:04,726 - yago11k_both_0.001 - [INFO] - [E:484| 600]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:42:04,726 - yago11k_both_0.001 - [INFO] - [Epoch:484]: Training Loss:0.001111
2023-06-22 10:42:04,941 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 10:42:17,020 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 10:42:28,940 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 484 valid]:
MRR: Tail : 0.41404, Head : 0.23121, Avg : 0.32262
2023-06-22 10:42:28,940 - yago11k_both_0.001 - [INFO] - [Epoch 484]: Training Loss: 0.0011107, Valid MRR: 0.32657,
2023-06-22 10:42:29,577 - yago11k_both_0.001 - [INFO] - [E:485| 0]: Train Loss:0.0011298, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:43:32,699 - yago11k_both_0.001 - [INFO] - [E:485| 100]: Train Loss:0.0011099, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:44:35,812 - yago11k_both_0.001 - [INFO] - [E:485| 200]: Train Loss:0.0011114, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:45:38,934 - yago11k_both_0.001 - [INFO] - [E:485| 300]: Train Loss:0.0011112, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:46:42,065 - yago11k_both_0.001 - [INFO] - [E:485| 400]: Train Loss:0.001111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:47:45,184 - yago11k_both_0.001 - [INFO] - [E:485| 500]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:48:47,889 - yago11k_both_0.001 - [INFO] - [E:485| 600]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:48:47,889 - yago11k_both_0.001 - [INFO] - [Epoch:485]: Training Loss:0.001111
2023-06-22 10:48:48,105 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 10:49:00,176 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 10:49:12,097 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 485 valid]:
MRR: Tail : 0.41076, Head : 0.22908, Avg : 0.31992
2023-06-22 10:49:12,097 - yago11k_both_0.001 - [INFO] - [Epoch 485]: Training Loss: 0.0011107, Valid MRR: 0.32657,
2023-06-22 10:49:12,734 - yago11k_both_0.001 - [INFO] - [E:486| 0]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:50:15,867 - yago11k_both_0.001 - [INFO] - [E:486| 100]: Train Loss:0.0011102, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:51:19,019 - yago11k_both_0.001 - [INFO] - [E:486| 200]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:52:22,166 - yago11k_both_0.001 - [INFO] - [E:486| 300]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:53:25,302 - yago11k_both_0.001 - [INFO] - [E:486| 400]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:54:28,463 - yago11k_both_0.001 - [INFO] - [E:486| 500]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:55:31,360 - yago11k_both_0.001 - [INFO] - [E:486| 600]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:55:31,360 - yago11k_both_0.001 - [INFO] - [Epoch:486]: Training Loss:0.001111
2023-06-22 10:55:31,575 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 10:55:43,668 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 10:55:55,597 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 486 valid]:
MRR: Tail : 0.40979, Head : 0.23325, Avg : 0.32152
2023-06-22 10:55:55,597 - yago11k_both_0.001 - [INFO] - [Epoch 486]: Training Loss: 0.0011106, Valid MRR: 0.32657,
2023-06-22 10:55:56,234 - yago11k_both_0.001 - [INFO] - [E:487| 0]: Train Loss:0.0010928, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:56:59,438 - yago11k_both_0.001 - [INFO] - [E:487| 100]: Train Loss:0.0011098, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:58:02,688 - yago11k_both_0.001 - [INFO] - [E:487| 200]: Train Loss:0.0011099, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 10:59:05,876 - yago11k_both_0.001 - [INFO] - [E:487| 300]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:00:09,024 - yago11k_both_0.001 - [INFO] - [E:487| 400]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:01:12,315 - yago11k_both_0.001 - [INFO] - [E:487| 500]: Train Loss:0.0011103, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:02:15,171 - yago11k_both_0.001 - [INFO] - [E:487| 600]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:02:15,172 - yago11k_both_0.001 - [INFO] - [Epoch:487]: Training Loss:0.001111
2023-06-22 11:02:15,387 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 11:02:27,495 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 11:02:39,429 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 487 valid]:
MRR: Tail : 0.41242, Head : 0.23221, Avg : 0.32231
2023-06-22 11:02:39,429 - yago11k_both_0.001 - [INFO] - [Epoch 487]: Training Loss: 0.0011106, Valid MRR: 0.32657,
2023-06-22 11:02:40,065 - yago11k_both_0.001 - [INFO] - [E:488| 0]: Train Loss:0.0011007, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:03:43,365 - yago11k_both_0.001 - [INFO] - [E:488| 100]: Train Loss:0.0011089, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:04:46,579 - yago11k_both_0.001 - [INFO] - [E:488| 200]: Train Loss:0.0011091, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:05:49,884 - yago11k_both_0.001 - [INFO] - [E:488| 300]: Train Loss:0.0011097, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:06:53,180 - yago11k_both_0.001 - [INFO] - [E:488| 400]: Train Loss:0.0011101, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:07:56,413 - yago11k_both_0.001 - [INFO] - [E:488| 500]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:08:59,188 - yago11k_both_0.001 - [INFO] - [E:488| 600]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:08:59,188 - yago11k_both_0.001 - [INFO] - [Epoch:488]: Training Loss:0.001111
2023-06-22 11:08:59,404 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 11:09:11,486 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 11:09:23,399 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 488 valid]:
MRR: Tail : 0.41761, Head : 0.23318, Avg : 0.3254
2023-06-22 11:09:23,399 - yago11k_both_0.001 - [INFO] - [Epoch 488]: Training Loss: 0.0011106, Valid MRR: 0.32657,
2023-06-22 11:09:24,038 - yago11k_both_0.001 - [INFO] - [E:489| 0]: Train Loss:0.0011459, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:10:27,263 - yago11k_both_0.001 - [INFO] - [E:489| 100]: Train Loss:0.0011099, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:11:30,448 - yago11k_both_0.001 - [INFO] - [E:489| 200]: Train Loss:0.0011094, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:12:33,745 - yago11k_both_0.001 - [INFO] - [E:489| 300]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:13:36,994 - yago11k_both_0.001 - [INFO] - [E:489| 400]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:14:40,366 - yago11k_both_0.001 - [INFO] - [E:489| 500]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:15:43,197 - yago11k_both_0.001 - [INFO] - [E:489| 600]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:15:43,197 - yago11k_both_0.001 - [INFO] - [Epoch:489]: Training Loss:0.00111
2023-06-22 11:15:43,414 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 11:15:55,523 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 11:16:07,451 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 489 valid]:
MRR: Tail : 0.41579, Head : 0.23084, Avg : 0.32332
MR: Tail : 877.42, Head : 1232.5, Avg : 1055.0
Hit-1: Tail : 0.33787, Head : 0.19089, Avg : 0.26438
Hit-3: Tail : 0.44985, Head : 0.2309, Avg : 0.34037
Hit-10: Tail : 0.5746, Head : 0.30606, Avg : 0.44033
2023-06-22 11:16:07,451 - yago11k_both_0.001 - [INFO] - [Epoch 489]: Training Loss: 0.0011105, Valid MRR: 0.32657,
2023-06-22 11:16:08,087 - yago11k_both_0.001 - [INFO] - [E:490| 0]: Train Loss:0.001122, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:17:11,377 - yago11k_both_0.001 - [INFO] - [E:490| 100]: Train Loss:0.0011101, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:18:14,709 - yago11k_both_0.001 - [INFO] - [E:490| 200]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:19:17,898 - yago11k_both_0.001 - [INFO] - [E:490| 300]: Train Loss:0.0011103, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:20:21,076 - yago11k_both_0.001 - [INFO] - [E:490| 400]: Train Loss:0.0011108, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:21:24,284 - yago11k_both_0.001 - [INFO] - [E:490| 500]: Train Loss:0.0011109, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:22:27,036 - yago11k_both_0.001 - [INFO] - [E:490| 600]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:22:27,036 - yago11k_both_0.001 - [INFO] - [Epoch:490]: Training Loss:0.001111
2023-06-22 11:22:27,250 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 11:22:39,323 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 11:22:51,236 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 490 valid]:
MRR: Tail : 0.41153, Head : 0.23098, Avg : 0.32125
2023-06-22 11:22:51,236 - yago11k_both_0.001 - [INFO] - [Epoch 490]: Training Loss: 0.0011106, Valid MRR: 0.32657,
2023-06-22 11:22:51,879 - yago11k_both_0.001 - [INFO] - [E:491| 0]: Train Loss:0.0011003, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:23:55,057 - yago11k_both_0.001 - [INFO] - [E:491| 100]: Train Loss:0.0011094, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:24:58,228 - yago11k_both_0.001 - [INFO] - [E:491| 200]: Train Loss:0.0011097, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:26:01,419 - yago11k_both_0.001 - [INFO] - [E:491| 300]: Train Loss:0.0011099, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:27:04,563 - yago11k_both_0.001 - [INFO] - [E:491| 400]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:28:07,745 - yago11k_both_0.001 - [INFO] - [E:491| 500]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:29:10,533 - yago11k_both_0.001 - [INFO] - [E:491| 600]: Train Loss:0.0011113, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:29:10,533 - yago11k_both_0.001 - [INFO] - [Epoch:491]: Training Loss:0.001111
2023-06-22 11:29:10,748 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 11:29:22,822 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 11:29:34,730 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 491 valid]:
MRR: Tail : 0.40671, Head : 0.2317, Avg : 0.31921
2023-06-22 11:29:34,730 - yago11k_both_0.001 - [INFO] - [Epoch 491]: Training Loss: 0.0011113, Valid MRR: 0.32657,
2023-06-22 11:29:35,369 - yago11k_both_0.001 - [INFO] - [E:492| 0]: Train Loss:0.0010988, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:30:38,591 - yago11k_both_0.001 - [INFO] - [E:492| 100]: Train Loss:0.0011095, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:31:41,829 - yago11k_both_0.001 - [INFO] - [E:492| 200]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:32:45,015 - yago11k_both_0.001 - [INFO] - [E:492| 300]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:33:48,186 - yago11k_both_0.001 - [INFO] - [E:492| 400]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:34:51,438 - yago11k_both_0.001 - [INFO] - [E:492| 500]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:35:54,252 - yago11k_both_0.001 - [INFO] - [E:492| 600]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:35:54,253 - yago11k_both_0.001 - [INFO] - [Epoch:492]: Training Loss:0.001111
2023-06-22 11:35:54,468 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 11:36:06,538 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 11:36:18,461 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 492 valid]:
MRR: Tail : 0.4111, Head : 0.23292, Avg : 0.32201
2023-06-22 11:36:18,461 - yago11k_both_0.001 - [INFO] - [Epoch 492]: Training Loss: 0.0011105, Valid MRR: 0.32657,
2023-06-22 11:36:19,098 - yago11k_both_0.001 - [INFO] - [E:493| 0]: Train Loss:0.0011144, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:37:22,372 - yago11k_both_0.001 - [INFO] - [E:493| 100]: Train Loss:0.0011095, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:38:25,668 - yago11k_both_0.001 - [INFO] - [E:493| 200]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:39:28,879 - yago11k_both_0.001 - [INFO] - [E:493| 300]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:40:32,084 - yago11k_both_0.001 - [INFO] - [E:493| 400]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:41:35,304 - yago11k_both_0.001 - [INFO] - [E:493| 500]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:42:38,068 - yago11k_both_0.001 - [INFO] - [E:493| 600]: Train Loss:0.0011103, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:42:38,068 - yago11k_both_0.001 - [INFO] - [Epoch:493]: Training Loss:0.00111
2023-06-22 11:42:38,283 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 11:42:50,359 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 11:43:02,274 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 493 valid]:
MRR: Tail : 0.41229, Head : 0.23291, Avg : 0.3226
2023-06-22 11:43:02,274 - yago11k_both_0.001 - [INFO] - [Epoch 493]: Training Loss: 0.0011103, Valid MRR: 0.32657,
2023-06-22 11:43:02,917 - yago11k_both_0.001 - [INFO] - [E:494| 0]: Train Loss:0.0011199, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:44:06,086 - yago11k_both_0.001 - [INFO] - [E:494| 100]: Train Loss:0.0011099, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:45:09,235 - yago11k_both_0.001 - [INFO] - [E:494| 200]: Train Loss:0.0011096, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:46:12,379 - yago11k_both_0.001 - [INFO] - [E:494| 300]: Train Loss:0.0011098, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:47:15,683 - yago11k_both_0.001 - [INFO] - [E:494| 400]: Train Loss:0.0011101, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:48:18,939 - yago11k_both_0.001 - [INFO] - [E:494| 500]: Train Loss:0.0011103, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:49:21,699 - yago11k_both_0.001 - [INFO] - [E:494| 600]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:49:21,699 - yago11k_both_0.001 - [INFO] - [Epoch:494]: Training Loss:0.001111
2023-06-22 11:49:21,914 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 11:49:33,986 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 11:49:45,904 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 494 valid]:
MRR: Tail : 0.41164, Head : 0.23085, Avg : 0.32124
2023-06-22 11:49:45,904 - yago11k_both_0.001 - [INFO] - [Epoch 494]: Training Loss: 0.0011107, Valid MRR: 0.32657,
2023-06-22 11:49:46,542 - yago11k_both_0.001 - [INFO] - [E:495| 0]: Train Loss:0.0011022, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:50:49,763 - yago11k_both_0.001 - [INFO] - [E:495| 100]: Train Loss:0.0011099, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:51:53,001 - yago11k_both_0.001 - [INFO] - [E:495| 200]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:52:56,257 - yago11k_both_0.001 - [INFO] - [E:495| 300]: Train Loss:0.0011102, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:53:59,525 - yago11k_both_0.001 - [INFO] - [E:495| 400]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:55:02,778 - yago11k_both_0.001 - [INFO] - [E:495| 500]: Train Loss:0.0011103, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:56:05,472 - yago11k_both_0.001 - [INFO] - [E:495| 600]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:56:05,472 - yago11k_both_0.001 - [INFO] - [Epoch:495]: Training Loss:0.00111
2023-06-22 11:56:05,687 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 11:56:17,745 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 11:56:29,647 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 495 valid]:
MRR: Tail : 0.40985, Head : 0.23447, Avg : 0.32216
2023-06-22 11:56:29,647 - yago11k_both_0.001 - [INFO] - [Epoch 495]: Training Loss: 0.0011104, Valid MRR: 0.32657,
2023-06-22 11:56:30,285 - yago11k_both_0.001 - [INFO] - [E:496| 0]: Train Loss:0.0011126, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:57:33,458 - yago11k_both_0.001 - [INFO] - [E:496| 100]: Train Loss:0.0011116, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:58:36,685 - yago11k_both_0.001 - [INFO] - [E:496| 200]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 11:59:39,988 - yago11k_both_0.001 - [INFO] - [E:496| 300]: Train Loss:0.0011102, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:00:43,207 - yago11k_both_0.001 - [INFO] - [E:496| 400]: Train Loss:0.0011101, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:01:46,340 - yago11k_both_0.001 - [INFO] - [E:496| 500]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:02:49,074 - yago11k_both_0.001 - [INFO] - [E:496| 600]: Train Loss:0.0011104, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:02:49,074 - yago11k_both_0.001 - [INFO] - [Epoch:496]: Training Loss:0.00111
2023-06-22 12:02:49,288 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 12:03:01,361 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 12:03:13,260 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 496 valid]:
MRR: Tail : 0.40942, Head : 0.23215, Avg : 0.32079
2023-06-22 12:03:13,260 - yago11k_both_0.001 - [INFO] - [Epoch 496]: Training Loss: 0.0011104, Valid MRR: 0.32657,
2023-06-22 12:03:13,895 - yago11k_both_0.001 - [INFO] - [E:497| 0]: Train Loss:0.0011062, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:04:17,051 - yago11k_both_0.001 - [INFO] - [E:497| 100]: Train Loss:0.0011081, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:05:20,168 - yago11k_both_0.001 - [INFO] - [E:497| 200]: Train Loss:0.0011094, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:06:23,300 - yago11k_both_0.001 - [INFO] - [E:497| 300]: Train Loss:0.0011095, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:07:26,417 - yago11k_both_0.001 - [INFO] - [E:497| 400]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:08:29,548 - yago11k_both_0.001 - [INFO] - [E:497| 500]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:09:32,247 - yago11k_both_0.001 - [INFO] - [E:497| 600]: Train Loss:0.0011107, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:09:32,247 - yago11k_both_0.001 - [INFO] - [Epoch:497]: Training Loss:0.001111
2023-06-22 12:09:32,461 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 12:09:44,525 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 12:09:56,418 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 497 valid]:
MRR: Tail : 0.41127, Head : 0.2357, Avg : 0.32348
2023-06-22 12:09:56,418 - yago11k_both_0.001 - [INFO] - [Epoch 497]: Training Loss: 0.0011107, Valid MRR: 0.32657,
2023-06-22 12:09:57,056 - yago11k_both_0.001 - [INFO] - [E:498| 0]: Train Loss:0.001115, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:11:00,192 - yago11k_both_0.001 - [INFO] - [E:498| 100]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:12:03,332 - yago11k_both_0.001 - [INFO] - [E:498| 200]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:13:06,520 - yago11k_both_0.001 - [INFO] - [E:498| 300]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:14:09,763 - yago11k_both_0.001 - [INFO] - [E:498| 400]: Train Loss:0.00111, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:15:12,995 - yago11k_both_0.001 - [INFO] - [E:498| 500]: Train Loss:0.0011098, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:16:15,794 - yago11k_both_0.001 - [INFO] - [E:498| 600]: Train Loss:0.0011105, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:16:15,794 - yago11k_both_0.001 - [INFO] - [Epoch:498]: Training Loss:0.00111
2023-06-22 12:16:16,008 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 12:16:28,092 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 12:16:39,996 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 498 valid]:
MRR: Tail : 0.41017, Head : 0.2335, Avg : 0.32183
2023-06-22 12:16:39,996 - yago11k_both_0.001 - [INFO] - [Epoch 498]: Training Loss: 0.0011105, Valid MRR: 0.32657,
2023-06-22 12:16:40,632 - yago11k_both_0.001 - [INFO] - [E:499| 0]: Train Loss:0.0011213, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:17:43,747 - yago11k_both_0.001 - [INFO] - [E:499| 100]: Train Loss:0.0011097, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:18:46,957 - yago11k_both_0.001 - [INFO] - [E:499| 200]: Train Loss:0.0011087, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:19:50,184 - yago11k_both_0.001 - [INFO] - [E:499| 300]: Train Loss:0.0011092, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:20:53,359 - yago11k_both_0.001 - [INFO] - [E:499| 400]: Train Loss:0.0011095, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:21:56,561 - yago11k_both_0.001 - [INFO] - [E:499| 500]: Train Loss:0.0011098, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:22:59,416 - yago11k_both_0.001 - [INFO] - [E:499| 600]: Train Loss:0.0011106, Val MRR:0.32657, yago11k_both_0.001
2023-06-22 12:22:59,417 - yago11k_both_0.001 - [INFO] - [Epoch:499]: Training Loss:0.001111
2023-06-22 12:22:59,632 - yago11k_both_0.001 - [INFO] - [Valid, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 12:23:11,707 - yago11k_both_0.001 - [INFO] - [Valid, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 12:23:23,617 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 499 valid]:
MRR: Tail : 0.41195, Head : 0.23145, Avg : 0.3217
MR: Tail : 860.79, Head : 1232.3, Avg : 1046.6
Hit-1: Tail : 0.3319, Head : 0.19019, Avg : 0.26104
Hit-3: Tail : 0.44721, Head : 0.23145, Avg : 0.33933
Hit-10: Tail : 0.57085, Head : 0.30745, Avg : 0.43915
2023-06-22 12:23:23,617 - yago11k_both_0.001 - [INFO] - [Epoch 499]: Training Loss: 0.0011106, Valid MRR: 0.32657,
2023-06-22 12:23:23,617 - yago11k_both_0.001 - [INFO] - Loading best model, evaluating on test data
2023-06-22 12:23:24,222 - yago11k_both_0.001 - [INFO] - [Test, Tail_Batch Step 0] yago11k_both_0.001
2023-06-22 12:23:35,816 - yago11k_both_0.001 - [INFO] - [Test, Head_Batch Step 0] yago11k_both_0.001
2023-06-22 12:23:47,237 - yago11k_both_0.001 - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.34623, Head : 0.20326, Avg : 0.27475
MR: Tail : 1031.0, Head : 1365.3, Avg : 1198.2
Hit-1: Tail : 0.26125, Head : 0.16283, Avg : 0.21204
Hit-3: Tail : 0.38544, Head : 0.20133, Avg : 0.29339
Hit-10: Tail : 0.51541, Head : 0.28658, Avg : 0.401
Reference in New Issue Copy Permalink