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Thesis/log/wikidata12k_both

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update viz util
2023-06-24 04:11:17 +00:00
2023-06-04 09:30:36,258 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False}
2023-06-04 09:31:06,456 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False}
2023-06-04 09:31:36,488 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False}
2023-06-04 09:32:06,520 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False}
2023-06-04 09:32:36,553 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False}
2023-06-04 09:33:06,227 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False}
2023-06-04 09:35:08,738 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False}
2023-06-04 09:35:19,033 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False}
2023-06-04 09:35:26,424 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False, 'num_ent': 12554, 'num_rel': 423}
2023-06-04 09:35:34,615 - wikidata12k_both - [INFO] - [E:0| 0]: Train Loss:0.69692, Val MRR:0.0, wikidata12k_both
2023-06-04 09:36:06,956 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False}
2023-06-04 09:36:15,843 - wikidata12k_both - [INFO] - [E:0| 0]: Train Loss:0.69813, Val MRR:0.0, wikidata12k_both
2023-06-04 09:37:20,109 - wikidata12k_both - [INFO] - [E:0| 100]: Train Loss:0.36818, Val MRR:0.0, wikidata12k_both
2023-06-04 09:38:24,494 - wikidata12k_both - [INFO] - [E:0| 200]: Train Loss:0.24098, Val MRR:0.0, wikidata12k_both
2023-06-04 09:39:28,864 - wikidata12k_both - [INFO] - [E:0| 300]: Train Loss:0.17888, Val MRR:0.0, wikidata12k_both
2023-06-04 09:40:33,412 - wikidata12k_both - [INFO] - [E:0| 400]: Train Loss:0.14237, Val MRR:0.0, wikidata12k_both
2023-06-04 09:41:37,917 - wikidata12k_both - [INFO] - [E:0| 500]: Train Loss:0.11836, Val MRR:0.0, wikidata12k_both
2023-06-04 09:42:42,378 - wikidata12k_both - [INFO] - [E:0| 600]: Train Loss:0.10135, Val MRR:0.0, wikidata12k_both
2023-06-04 09:43:50,555 - wikidata12k_both - [INFO] - [E:0| 700]: Train Loss:0.088688, Val MRR:0.0, wikidata12k_both
2023-06-04 09:45:56,419 - wikidata12k_both - [INFO] - [E:0| 800]: Train Loss:0.078874, Val MRR:0.0, wikidata12k_both
2023-06-04 09:48:02,442 - wikidata12k_both - [INFO] - [E:0| 900]: Train Loss:0.07105, Val MRR:0.0, wikidata12k_both
2023-06-04 09:50:08,442 - wikidata12k_both - [INFO] - [E:0| 1000]: Train Loss:0.064663, Val MRR:0.0, wikidata12k_both
2023-06-04 09:52:15,119 - wikidata12k_both - [INFO] - [E:0| 1100]: Train Loss:0.059354, Val MRR:0.0, wikidata12k_both
2023-06-04 09:54:22,014 - wikidata12k_both - [INFO] - [E:0| 1200]: Train Loss:0.054869, Val MRR:0.0, wikidata12k_both
2023-06-04 09:56:29,350 - wikidata12k_both - [INFO] - [E:0| 1300]: Train Loss:0.051031, Val MRR:0.0, wikidata12k_both
2023-06-04 09:58:36,361 - wikidata12k_both - [INFO] - [E:0| 1400]: Train Loss:0.047706, Val MRR:0.0, wikidata12k_both
2023-06-04 10:00:43,527 - wikidata12k_both - [INFO] - [E:0| 1500]: Train Loss:0.044797, Val MRR:0.0, wikidata12k_both
2023-06-04 10:02:40,817 - wikidata12k_both - [INFO] - [E:0| 1600]: Train Loss:0.042233, Val MRR:0.0, wikidata12k_both
2023-06-04 10:03:39,331 - wikidata12k_both - [INFO] - [Epoch:0]: Training Loss:0.0407
2023-06-04 10:03:39,591 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 10:04:10,557 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 10:04:20,041 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 10:04:50,966 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 10:05:00,165 - wikidata12k_both - [INFO] - [Evaluating Epoch 0 valid]:
MRR: Tail : 0.07185, Head : 0.00109, Avg : 0.03647
2023-06-04 10:05:01,998 - wikidata12k_both - [INFO] - [Epoch 0]: Training Loss: 0.040702, Valid MRR: 0.03647,
2023-06-04 10:05:03,005 - wikidata12k_both - [INFO] - [E:1| 0]: Train Loss:0.0033464, Val MRR:0.03647, wikidata12k_both
2023-06-04 10:07:04,834 - wikidata12k_both - [INFO] - [E:1| 100]: Train Loss:0.0033706, Val MRR:0.03647, wikidata12k_both
2023-06-04 10:09:10,464 - wikidata12k_both - [INFO] - [E:1| 200]: Train Loss:0.0032656, Val MRR:0.03647, wikidata12k_both
2023-06-04 10:11:16,356 - wikidata12k_both - [INFO] - [E:1| 300]: Train Loss:0.0031737, Val MRR:0.03647, wikidata12k_both
2023-06-04 10:13:22,078 - wikidata12k_both - [INFO] - [E:1| 400]: Train Loss:0.0030914, Val MRR:0.03647, wikidata12k_both
2023-06-04 10:15:28,008 - wikidata12k_both - [INFO] - [E:1| 500]: Train Loss:0.0030205, Val MRR:0.03647, wikidata12k_both
2023-06-04 10:17:34,135 - wikidata12k_both - [INFO] - [E:1| 600]: Train Loss:0.002949, Val MRR:0.03647, wikidata12k_both
2023-06-04 10:19:40,086 - wikidata12k_both - [INFO] - [E:1| 700]: Train Loss:0.0028912, Val MRR:0.03647, wikidata12k_both
2023-06-04 10:21:46,247 - wikidata12k_both - [INFO] - [E:1| 800]: Train Loss:0.0028364, Val MRR:0.03647, wikidata12k_both
2023-06-04 10:23:52,060 - wikidata12k_both - [INFO] - [E:1| 900]: Train Loss:0.0027847, Val MRR:0.03647, wikidata12k_both
2023-06-04 10:25:36,782 - wikidata12k_both - [INFO] - [E:1| 1000]: Train Loss:0.0027397, Val MRR:0.03647, wikidata12k_both
2023-06-04 10:27:35,403 - wikidata12k_both - [INFO] - [E:1| 1100]: Train Loss:0.0026956, Val MRR:0.03647, wikidata12k_both
2023-06-04 10:29:41,683 - wikidata12k_both - [INFO] - [E:1| 1200]: Train Loss:0.002655, Val MRR:0.03647, wikidata12k_both
2023-06-04 10:31:47,495 - wikidata12k_both - [INFO] - [E:1| 1300]: Train Loss:0.002618, Val MRR:0.03647, wikidata12k_both
2023-06-04 10:33:53,397 - wikidata12k_both - [INFO] - [E:1| 1400]: Train Loss:0.0025838, Val MRR:0.03647, wikidata12k_both
2023-06-04 10:35:59,031 - wikidata12k_both - [INFO] - [E:1| 1500]: Train Loss:0.0025495, Val MRR:0.03647, wikidata12k_both
2023-06-04 10:38:04,942 - wikidata12k_both - [INFO] - [E:1| 1600]: Train Loss:0.0025188, Val MRR:0.03647, wikidata12k_both
2023-06-04 10:39:27,050 - wikidata12k_both - [INFO] - [Epoch:1]: Training Loss:0.002498
2023-06-04 10:39:27,479 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 10:40:12,041 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 10:40:25,541 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 10:41:10,197 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 10:41:23,419 - wikidata12k_both - [INFO] - [Evaluating Epoch 1 valid]:
MRR: Tail : 0.07363, Head : 0.00175, Avg : 0.03769
2023-06-04 10:41:25,246 - wikidata12k_both - [INFO] - [Epoch 1]: Training Loss: 0.0024981, Valid MRR: 0.03769,
2023-06-04 10:41:26,525 - wikidata12k_both - [INFO] - [E:2| 0]: Train Loss:0.0021833, Val MRR:0.03769, wikidata12k_both
2023-06-04 10:43:32,211 - wikidata12k_both - [INFO] - [E:2| 100]: Train Loss:0.0019995, Val MRR:0.03769, wikidata12k_both
2023-06-04 10:45:30,428 - wikidata12k_both - [INFO] - [E:2| 200]: Train Loss:0.0019884, Val MRR:0.03769, wikidata12k_both
2023-06-04 10:47:15,911 - wikidata12k_both - [INFO] - [E:2| 300]: Train Loss:0.0019871, Val MRR:0.03769, wikidata12k_both
2023-06-04 10:49:21,661 - wikidata12k_both - [INFO] - [E:2| 400]: Train Loss:0.0019755, Val MRR:0.03769, wikidata12k_both
2023-06-04 10:51:27,317 - wikidata12k_both - [INFO] - [E:2| 500]: Train Loss:0.0019677, Val MRR:0.03769, wikidata12k_both
2023-06-04 10:53:32,929 - wikidata12k_both - [INFO] - [E:2| 600]: Train Loss:0.001966, Val MRR:0.03769, wikidata12k_both
2023-06-04 10:55:38,500 - wikidata12k_both - [INFO] - [E:2| 700]: Train Loss:0.0019585, Val MRR:0.03769, wikidata12k_both
2023-06-04 10:57:44,048 - wikidata12k_both - [INFO] - [E:2| 800]: Train Loss:0.0019505, Val MRR:0.03769, wikidata12k_both
2023-06-04 10:59:49,362 - wikidata12k_both - [INFO] - [E:2| 900]: Train Loss:0.0019425, Val MRR:0.03769, wikidata12k_both
2023-06-04 11:01:54,861 - wikidata12k_both - [INFO] - [E:2| 1000]: Train Loss:0.0019371, Val MRR:0.03769, wikidata12k_both
2023-06-04 11:04:00,583 - wikidata12k_both - [INFO] - [E:2| 1100]: Train Loss:0.0019341, Val MRR:0.03769, wikidata12k_both
2023-06-04 11:06:03,344 - wikidata12k_both - [INFO] - [E:2| 1200]: Train Loss:0.0019284, Val MRR:0.03769, wikidata12k_both
2023-06-04 11:07:46,450 - wikidata12k_both - [INFO] - [E:2| 1300]: Train Loss:0.0019215, Val MRR:0.03769, wikidata12k_both
2023-06-04 11:09:50,045 - wikidata12k_both - [INFO] - [E:2| 1400]: Train Loss:0.0019151, Val MRR:0.03769, wikidata12k_both
2023-06-04 11:11:56,173 - wikidata12k_both - [INFO] - [E:2| 1500]: Train Loss:0.0019074, Val MRR:0.03769, wikidata12k_both
2023-06-04 11:14:01,900 - wikidata12k_both - [INFO] - [E:2| 1600]: Train Loss:0.0019006, Val MRR:0.03769, wikidata12k_both
2023-06-04 11:15:23,912 - wikidata12k_both - [INFO] - [Epoch:2]: Training Loss:0.001899
2023-06-04 11:15:24,306 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 11:16:08,469 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 11:16:21,992 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 11:17:06,493 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 11:17:19,661 - wikidata12k_both - [INFO] - [Evaluating Epoch 2 valid]:
MRR: Tail : 0.14167, Head : 0.0034, Avg : 0.07254
2023-06-04 11:17:21,085 - wikidata12k_both - [INFO] - [Epoch 2]: Training Loss: 0.0018994, Valid MRR: 0.07254,
2023-06-04 11:17:22,335 - wikidata12k_both - [INFO] - [E:3| 0]: Train Loss:0.0015976, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:19:28,248 - wikidata12k_both - [INFO] - [E:3| 100]: Train Loss:0.0018211, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:21:34,147 - wikidata12k_both - [INFO] - [E:3| 200]: Train Loss:0.0018081, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:23:39,832 - wikidata12k_both - [INFO] - [E:3| 300]: Train Loss:0.0018128, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:25:45,513 - wikidata12k_both - [INFO] - [E:3| 400]: Train Loss:0.0018067, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:27:38,402 - wikidata12k_both - [INFO] - [E:3| 500]: Train Loss:0.0018005, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:29:26,850 - wikidata12k_both - [INFO] - [E:3| 600]: Train Loss:0.0018001, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:31:33,009 - wikidata12k_both - [INFO] - [E:3| 700]: Train Loss:0.0018, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:33:38,658 - wikidata12k_both - [INFO] - [E:3| 800]: Train Loss:0.0017924, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:35:44,709 - wikidata12k_both - [INFO] - [E:3| 900]: Train Loss:0.0017956, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:37:50,656 - wikidata12k_both - [INFO] - [E:3| 1000]: Train Loss:0.0017934, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:39:56,800 - wikidata12k_both - [INFO] - [E:3| 1100]: Train Loss:0.0017927, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:42:02,724 - wikidata12k_both - [INFO] - [E:3| 1200]: Train Loss:0.0017907, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:44:08,664 - wikidata12k_both - [INFO] - [E:3| 1300]: Train Loss:0.0017887, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:46:14,535 - wikidata12k_both - [INFO] - [E:3| 1400]: Train Loss:0.001787, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:48:12,869 - wikidata12k_both - [INFO] - [E:3| 1500]: Train Loss:0.0017848, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:49:56,971 - wikidata12k_both - [INFO] - [E:3| 1600]: Train Loss:0.0017844, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:51:19,497 - wikidata12k_both - [INFO] - [Epoch:3]: Training Loss:0.001783
2023-06-04 11:51:19,896 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 11:52:04,347 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 11:52:17,978 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 11:53:02,890 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 11:53:16,152 - wikidata12k_both - [INFO] - [Evaluating Epoch 3 valid]:
MRR: Tail : 0.13124, Head : 0.01321, Avg : 0.07222
2023-06-04 11:53:16,152 - wikidata12k_both - [INFO] - [Epoch 3]: Training Loss: 0.0017828, Valid MRR: 0.07254,
2023-06-04 11:53:17,442 - wikidata12k_both - [INFO] - [E:4| 0]: Train Loss:0.0020733, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:55:23,834 - wikidata12k_both - [INFO] - [E:4| 100]: Train Loss:0.0017504, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:57:29,870 - wikidata12k_both - [INFO] - [E:4| 200]: Train Loss:0.0017331, Val MRR:0.07254, wikidata12k_both
2023-06-04 11:59:35,760 - wikidata12k_both - [INFO] - [E:4| 300]: Train Loss:0.0017346, Val MRR:0.07254, wikidata12k_both
2023-06-04 12:01:41,682 - wikidata12k_both - [INFO] - [E:4| 400]: Train Loss:0.0017423, Val MRR:0.07254, wikidata12k_both
2023-06-04 12:03:47,931 - wikidata12k_both - [INFO] - [E:4| 500]: Train Loss:0.001739, Val MRR:0.07254, wikidata12k_both
2023-06-04 12:05:54,137 - wikidata12k_both - [INFO] - [E:4| 600]: Train Loss:0.0017404, Val MRR:0.07254, wikidata12k_both
2023-06-04 12:08:00,247 - wikidata12k_both - [INFO] - [E:4| 700]: Train Loss:0.0017347, Val MRR:0.07254, wikidata12k_both
2023-06-04 12:09:49,505 - wikidata12k_both - [INFO] - [E:4| 800]: Train Loss:0.0017331, Val MRR:0.07254, wikidata12k_both
2023-06-04 12:11:42,173 - wikidata12k_both - [INFO] - [E:4| 900]: Train Loss:0.0017322, Val MRR:0.07254, wikidata12k_both
2023-06-04 12:13:48,142 - wikidata12k_both - [INFO] - [E:4| 1000]: Train Loss:0.0017312, Val MRR:0.07254, wikidata12k_both
2023-06-04 12:15:54,444 - wikidata12k_both - [INFO] - [E:4| 1100]: Train Loss:0.0017263, Val MRR:0.07254, wikidata12k_both
2023-06-04 12:18:00,515 - wikidata12k_both - [INFO] - [E:4| 1200]: Train Loss:0.0017224, Val MRR:0.07254, wikidata12k_both
2023-06-04 12:20:06,904 - wikidata12k_both - [INFO] - [E:4| 1300]: Train Loss:0.0017203, Val MRR:0.07254, wikidata12k_both
2023-06-04 12:22:13,062 - wikidata12k_both - [INFO] - [E:4| 1400]: Train Loss:0.0017185, Val MRR:0.07254, wikidata12k_both
2023-06-04 12:24:19,060 - wikidata12k_both - [INFO] - [E:4| 1500]: Train Loss:0.0017168, Val MRR:0.07254, wikidata12k_both
2023-06-04 12:26:25,054 - wikidata12k_both - [INFO] - [E:4| 1600]: Train Loss:0.0017148, Val MRR:0.07254, wikidata12k_both
2023-06-04 12:27:47,648 - wikidata12k_both - [INFO] - [Epoch:4]: Training Loss:0.001714
2023-06-04 12:27:48,016 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 12:28:32,586 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 12:28:46,184 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 12:29:31,095 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 12:29:41,512 - wikidata12k_both - [INFO] - [Evaluating Epoch 4 valid]:
MRR: Tail : 0.22214, Head : 0.01035, Avg : 0.11625
2023-06-04 12:29:43,109 - wikidata12k_both - [INFO] - [Epoch 4]: Training Loss: 0.0017139, Valid MRR: 0.11625,
2023-06-04 12:29:44,108 - wikidata12k_both - [INFO] - [E:5| 0]: Train Loss:0.00183, Val MRR:0.11625, wikidata12k_both
2023-06-04 12:31:26,760 - wikidata12k_both - [INFO] - [E:5| 100]: Train Loss:0.0016802, Val MRR:0.11625, wikidata12k_both
2023-06-04 12:33:28,804 - wikidata12k_both - [INFO] - [E:5| 200]: Train Loss:0.0016684, Val MRR:0.11625, wikidata12k_both
2023-06-04 12:35:34,977 - wikidata12k_both - [INFO] - [E:5| 300]: Train Loss:0.0016721, Val MRR:0.11625, wikidata12k_both
2023-06-04 12:37:40,857 - wikidata12k_both - [INFO] - [E:5| 400]: Train Loss:0.0016773, Val MRR:0.11625, wikidata12k_both
2023-06-04 12:39:46,998 - wikidata12k_both - [INFO] - [E:5| 500]: Train Loss:0.001675, Val MRR:0.11625, wikidata12k_both
2023-06-04 12:41:53,295 - wikidata12k_both - [INFO] - [E:5| 600]: Train Loss:0.0016721, Val MRR:0.11625, wikidata12k_both
2023-06-04 12:43:59,237 - wikidata12k_both - [INFO] - [E:5| 700]: Train Loss:0.0016688, Val MRR:0.11625, wikidata12k_both
2023-06-04 12:46:05,472 - wikidata12k_both - [INFO] - [E:5| 800]: Train Loss:0.0016657, Val MRR:0.11625, wikidata12k_both
2023-06-04 12:48:11,602 - wikidata12k_both - [INFO] - [E:5| 900]: Train Loss:0.0016613, Val MRR:0.11625, wikidata12k_both
2023-06-04 12:50:17,539 - wikidata12k_both - [INFO] - [E:5| 1000]: Train Loss:0.0016636, Val MRR:0.11625, wikidata12k_both
2023-06-04 12:52:01,131 - wikidata12k_both - [INFO] - [E:5| 1100]: Train Loss:0.0016614, Val MRR:0.11625, wikidata12k_both
2023-06-04 12:53:58,570 - wikidata12k_both - [INFO] - [E:5| 1200]: Train Loss:0.0016577, Val MRR:0.11625, wikidata12k_both
2023-06-04 12:56:04,797 - wikidata12k_both - [INFO] - [E:5| 1300]: Train Loss:0.0016535, Val MRR:0.11625, wikidata12k_both
2023-06-04 12:58:10,917 - wikidata12k_both - [INFO] - [E:5| 1400]: Train Loss:0.0016519, Val MRR:0.11625, wikidata12k_both
2023-06-04 13:00:17,040 - wikidata12k_both - [INFO] - [E:5| 1500]: Train Loss:0.001649, Val MRR:0.11625, wikidata12k_both
2023-06-04 13:02:22,992 - wikidata12k_both - [INFO] - [E:5| 1600]: Train Loss:0.0016468, Val MRR:0.11625, wikidata12k_both
2023-06-04 13:03:45,060 - wikidata12k_both - [INFO] - [Epoch:5]: Training Loss:0.001645
2023-06-04 13:03:45,591 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 13:04:30,010 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 13:04:43,633 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 13:05:28,625 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 13:05:41,810 - wikidata12k_both - [INFO] - [Evaluating Epoch 5 valid]:
MRR: Tail : 0.27643, Head : 0.02257, Avg : 0.1495
2023-06-04 13:05:43,561 - wikidata12k_both - [INFO] - [Epoch 5]: Training Loss: 0.001645, Valid MRR: 0.1495,
2023-06-04 13:05:44,710 - wikidata12k_both - [INFO] - [E:6| 0]: Train Loss:0.0015559, Val MRR:0.1495, wikidata12k_both
2023-06-04 13:07:51,170 - wikidata12k_both - [INFO] - [E:6| 100]: Train Loss:0.0015948, Val MRR:0.1495, wikidata12k_both
2023-06-04 13:09:57,158 - wikidata12k_both - [INFO] - [E:6| 200]: Train Loss:0.0015958, Val MRR:0.1495, wikidata12k_both
2023-06-04 13:11:55,832 - wikidata12k_both - [INFO] - [E:6| 300]: Train Loss:0.0016027, Val MRR:0.1495, wikidata12k_both
2023-06-04 13:13:39,988 - wikidata12k_both - [INFO] - [E:6| 400]: Train Loss:0.0016015, Val MRR:0.1495, wikidata12k_both
2023-06-04 13:15:46,193 - wikidata12k_both - [INFO] - [E:6| 500]: Train Loss:0.0015987, Val MRR:0.1495, wikidata12k_both
2023-06-04 13:17:51,980 - wikidata12k_both - [INFO] - [E:6| 600]: Train Loss:0.0015952, Val MRR:0.1495, wikidata12k_both
2023-06-04 13:19:58,094 - wikidata12k_both - [INFO] - [E:6| 700]: Train Loss:0.001594, Val MRR:0.1495, wikidata12k_both
2023-06-04 13:22:04,067 - wikidata12k_both - [INFO] - [E:6| 800]: Train Loss:0.0015909, Val MRR:0.1495, wikidata12k_both
2023-06-04 13:24:10,107 - wikidata12k_both - [INFO] - [E:6| 900]: Train Loss:0.0015903, Val MRR:0.1495, wikidata12k_both
2023-06-04 13:26:16,147 - wikidata12k_both - [INFO] - [E:6| 1000]: Train Loss:0.0015857, Val MRR:0.1495, wikidata12k_both
2023-06-04 13:28:22,549 - wikidata12k_both - [INFO] - [E:6| 1100]: Train Loss:0.0015837, Val MRR:0.1495, wikidata12k_both
2023-06-04 13:30:29,780 - wikidata12k_both - [INFO] - [E:6| 1200]: Train Loss:0.0015802, Val MRR:0.1495, wikidata12k_both
2023-06-04 13:32:31,821 - wikidata12k_both - [INFO] - [E:6| 1300]: Train Loss:0.0015785, Val MRR:0.1495, wikidata12k_both
2023-06-04 13:34:13,314 - wikidata12k_both - [INFO] - [E:6| 1400]: Train Loss:0.0015745, Val MRR:0.1495, wikidata12k_both
2023-06-04 13:36:15,306 - wikidata12k_both - [INFO] - [E:6| 1500]: Train Loss:0.0015722, Val MRR:0.1495, wikidata12k_both
2023-06-04 13:38:21,263 - wikidata12k_both - [INFO] - [E:6| 1600]: Train Loss:0.0015693, Val MRR:0.1495, wikidata12k_both
2023-06-04 13:39:43,807 - wikidata12k_both - [INFO] - [Epoch:6]: Training Loss:0.001568
2023-06-04 13:39:44,346 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 13:40:28,781 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 13:40:42,415 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 13:41:27,404 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 13:41:40,619 - wikidata12k_both - [INFO] - [Evaluating Epoch 6 valid]:
MRR: Tail : 0.3091, Head : 0.09399, Avg : 0.20154
2023-06-04 13:41:41,777 - wikidata12k_both - [INFO] - [Epoch 6]: Training Loss: 0.0015678, Valid MRR: 0.20154,
2023-06-04 13:41:43,054 - wikidata12k_both - [INFO] - [E:7| 0]: Train Loss:0.0013972, Val MRR:0.20154, wikidata12k_both
2023-06-04 13:43:48,988 - wikidata12k_both - [INFO] - [E:7| 100]: Train Loss:0.0015124, Val MRR:0.20154, wikidata12k_both
2023-06-04 13:45:55,050 - wikidata12k_both - [INFO] - [E:7| 200]: Train Loss:0.0015043, Val MRR:0.20154, wikidata12k_both
2023-06-04 13:48:01,022 - wikidata12k_both - [INFO] - [E:7| 300]: Train Loss:0.001503, Val MRR:0.20154, wikidata12k_both
2023-06-04 13:50:06,751 - wikidata12k_both - [INFO] - [E:7| 400]: Train Loss:0.0015065, Val MRR:0.20154, wikidata12k_both
2023-06-04 13:52:12,507 - wikidata12k_both - [INFO] - [E:7| 500]: Train Loss:0.0015093, Val MRR:0.20154, wikidata12k_both
2023-06-04 13:54:02,869 - wikidata12k_both - [INFO] - [E:7| 600]: Train Loss:0.0015076, Val MRR:0.20154, wikidata12k_both
2023-06-04 13:55:35,168 - wikidata12k_both - [INFO] - [E:7| 700]: Train Loss:0.0015023, Val MRR:0.20154, wikidata12k_both
2023-06-04 13:57:35,582 - wikidata12k_both - [INFO] - [E:7| 800]: Train Loss:0.0015023, Val MRR:0.20154, wikidata12k_both
2023-06-04 13:59:41,385 - wikidata12k_both - [INFO] - [E:7| 900]: Train Loss:0.0015005, Val MRR:0.20154, wikidata12k_both
2023-06-04 14:01:47,185 - wikidata12k_both - [INFO] - [E:7| 1000]: Train Loss:0.0014996, Val MRR:0.20154, wikidata12k_both
2023-06-04 14:03:53,231 - wikidata12k_both - [INFO] - [E:7| 1100]: Train Loss:0.0014985, Val MRR:0.20154, wikidata12k_both
2023-06-04 14:05:59,000 - wikidata12k_both - [INFO] - [E:7| 1200]: Train Loss:0.0014967, Val MRR:0.20154, wikidata12k_both
2023-06-04 14:08:05,163 - wikidata12k_both - [INFO] - [E:7| 1300]: Train Loss:0.0014949, Val MRR:0.20154, wikidata12k_both
2023-06-04 14:10:11,412 - wikidata12k_both - [INFO] - [E:7| 1400]: Train Loss:0.0014923, Val MRR:0.20154, wikidata12k_both
2023-06-04 14:12:17,708 - wikidata12k_both - [INFO] - [E:7| 1500]: Train Loss:0.0014895, Val MRR:0.20154, wikidata12k_both
2023-06-04 14:14:23,289 - wikidata12k_both - [INFO] - [E:7| 1600]: Train Loss:0.0014878, Val MRR:0.20154, wikidata12k_both
2023-06-04 14:15:33,432 - wikidata12k_both - [INFO] - [Epoch:7]: Training Loss:0.001487
2023-06-04 14:15:33,797 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 14:16:08,650 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 14:16:19,254 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 14:16:55,981 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 14:17:09,203 - wikidata12k_both - [INFO] - [Evaluating Epoch 7 valid]:
MRR: Tail : 0.35489, Head : 0.11528, Avg : 0.23508
2023-06-04 14:17:10,371 - wikidata12k_both - [INFO] - [Epoch 7]: Training Loss: 0.0014871, Valid MRR: 0.23508,
2023-06-04 14:17:11,604 - wikidata12k_both - [INFO] - [E:8| 0]: Train Loss:0.0014889, Val MRR:0.23508, wikidata12k_both
2023-06-04 14:19:18,132 - wikidata12k_both - [INFO] - [E:8| 100]: Train Loss:0.0014339, Val MRR:0.23508, wikidata12k_both
2023-06-04 14:21:25,319 - wikidata12k_both - [INFO] - [E:8| 200]: Train Loss:0.0014303, Val MRR:0.23508, wikidata12k_both
2023-06-04 14:23:32,578 - wikidata12k_both - [INFO] - [E:8| 300]: Train Loss:0.0014265, Val MRR:0.23508, wikidata12k_both
2023-06-04 14:25:39,590 - wikidata12k_both - [INFO] - [E:8| 400]: Train Loss:0.0014335, Val MRR:0.23508, wikidata12k_both
2023-06-04 14:27:46,670 - wikidata12k_both - [INFO] - [E:8| 500]: Train Loss:0.0014348, Val MRR:0.23508, wikidata12k_both
2023-06-04 14:29:53,848 - wikidata12k_both - [INFO] - [E:8| 600]: Train Loss:0.001433, Val MRR:0.23508, wikidata12k_both
2023-06-04 14:32:00,942 - wikidata12k_both - [INFO] - [E:8| 700]: Train Loss:0.0014314, Val MRR:0.23508, wikidata12k_both
2023-06-04 14:34:07,448 - wikidata12k_both - [INFO] - [E:8| 800]: Train Loss:0.0014316, Val MRR:0.23508, wikidata12k_both
2023-06-04 14:36:03,474 - wikidata12k_both - [INFO] - [E:8| 900]: Train Loss:0.0014308, Val MRR:0.23508, wikidata12k_both
2023-06-04 14:37:44,127 - wikidata12k_both - [INFO] - [E:8| 1000]: Train Loss:0.0014282, Val MRR:0.23508, wikidata12k_both
2023-06-04 14:39:49,910 - wikidata12k_both - [INFO] - [E:8| 1100]: Train Loss:0.0014276, Val MRR:0.23508, wikidata12k_both
2023-06-04 14:41:55,655 - wikidata12k_both - [INFO] - [E:8| 1200]: Train Loss:0.0014263, Val MRR:0.23508, wikidata12k_both
2023-06-04 14:44:01,370 - wikidata12k_both - [INFO] - [E:8| 1300]: Train Loss:0.0014243, Val MRR:0.23508, wikidata12k_both
2023-06-04 14:46:06,746 - wikidata12k_both - [INFO] - [E:8| 1400]: Train Loss:0.0014211, Val MRR:0.23508, wikidata12k_both
2023-06-04 14:48:12,508 - wikidata12k_both - [INFO] - [E:8| 1500]: Train Loss:0.0014194, Val MRR:0.23508, wikidata12k_both
2023-06-04 14:50:17,858 - wikidata12k_both - [INFO] - [E:8| 1600]: Train Loss:0.0014166, Val MRR:0.23508, wikidata12k_both
2023-06-04 14:51:39,814 - wikidata12k_both - [INFO] - [Epoch:8]: Training Loss:0.001416
2023-06-04 14:51:40,350 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 14:52:24,679 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 14:52:38,241 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 14:53:22,993 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 14:53:36,293 - wikidata12k_both - [INFO] - [Evaluating Epoch 8 valid]:
MRR: Tail : 0.3868, Head : 0.11902, Avg : 0.25291
2023-06-04 14:53:37,931 - wikidata12k_both - [INFO] - [Epoch 8]: Training Loss: 0.0014159, Valid MRR: 0.25291,
2023-06-04 14:53:39,179 - wikidata12k_both - [INFO] - [E:9| 0]: Train Loss:0.001378, Val MRR:0.25291, wikidata12k_both
2023-06-04 14:55:45,106 - wikidata12k_both - [INFO] - [E:9| 100]: Train Loss:0.0013753, Val MRR:0.25291, wikidata12k_both
2023-06-04 14:57:34,829 - wikidata12k_both - [INFO] - [E:9| 200]: Train Loss:0.0013832, Val MRR:0.25291, wikidata12k_both
2023-06-04 14:59:20,020 - wikidata12k_both - [INFO] - [E:9| 300]: Train Loss:0.0013779, Val MRR:0.25291, wikidata12k_both
2023-06-04 15:01:26,541 - wikidata12k_both - [INFO] - [E:9| 400]: Train Loss:0.0013753, Val MRR:0.25291, wikidata12k_both
2023-06-04 15:03:33,035 - wikidata12k_both - [INFO] - [E:9| 500]: Train Loss:0.0013735, Val MRR:0.25291, wikidata12k_both
2023-06-04 15:05:39,692 - wikidata12k_both - [INFO] - [E:9| 600]: Train Loss:0.0013739, Val MRR:0.25291, wikidata12k_both
2023-06-04 15:07:46,439 - wikidata12k_both - [INFO] - [E:9| 700]: Train Loss:0.0013704, Val MRR:0.25291, wikidata12k_both
2023-06-04 15:09:53,227 - wikidata12k_both - [INFO] - [E:9| 800]: Train Loss:0.0013698, Val MRR:0.25291, wikidata12k_both
2023-06-04 15:12:00,008 - wikidata12k_both - [INFO] - [E:9| 900]: Train Loss:0.0013686, Val MRR:0.25291, wikidata12k_both
2023-06-04 15:14:06,662 - wikidata12k_both - [INFO] - [E:9| 1000]: Train Loss:0.0013668, Val MRR:0.25291, wikidata12k_both
2023-06-04 15:16:13,222 - wikidata12k_both - [INFO] - [E:9| 1100]: Train Loss:0.001366, Val MRR:0.25291, wikidata12k_both
2023-06-04 15:18:08,293 - wikidata12k_both - [INFO] - [E:9| 1200]: Train Loss:0.0013644, Val MRR:0.25291, wikidata12k_both
2023-06-04 15:19:39,029 - wikidata12k_both - [INFO] - [E:9| 1300]: Train Loss:0.0013627, Val MRR:0.25291, wikidata12k_both
2023-06-04 15:21:31,285 - wikidata12k_both - [INFO] - [E:9| 1400]: Train Loss:0.0013608, Val MRR:0.25291, wikidata12k_both
2023-06-04 15:23:37,100 - wikidata12k_both - [INFO] - [E:9| 1500]: Train Loss:0.0013597, Val MRR:0.25291, wikidata12k_both
2023-06-04 15:25:42,966 - wikidata12k_both - [INFO] - [E:9| 1600]: Train Loss:0.001359, Val MRR:0.25291, wikidata12k_both
2023-06-04 15:27:05,294 - wikidata12k_both - [INFO] - [Epoch:9]: Training Loss:0.001358
2023-06-04 15:27:05,779 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 15:27:50,314 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 15:28:03,828 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 15:28:48,499 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 15:29:01,698 - wikidata12k_both - [INFO] - [Evaluating Epoch 9 valid]:
MRR: Tail : 0.38871, Head : 0.12728, Avg : 0.258
MR: Tail : 488.97, Head : 823.7, Avg : 656.34
Hit-1: Tail : 0.32735, Head : 0.08045, Avg : 0.2039
Hit-3: Tail : 0.423, Head : 0.15514, Avg : 0.28907
Hit-10: Tail : 0.48261, Head : 0.21362, Avg : 0.34812
2023-06-04 15:29:03,368 - wikidata12k_both - [INFO] - [Epoch 9]: Training Loss: 0.0013582, Valid MRR: 0.258,
2023-06-04 15:29:04,603 - wikidata12k_both - [INFO] - [E:10| 0]: Train Loss:0.001328, Val MRR:0.258, wikidata12k_both
2023-06-04 15:31:10,444 - wikidata12k_both - [INFO] - [E:10| 100]: Train Loss:0.0013288, Val MRR:0.258, wikidata12k_both
2023-06-04 15:33:16,539 - wikidata12k_both - [INFO] - [E:10| 200]: Train Loss:0.0013281, Val MRR:0.258, wikidata12k_both
2023-06-04 15:35:22,288 - wikidata12k_both - [INFO] - [E:10| 300]: Train Loss:0.0013253, Val MRR:0.258, wikidata12k_both
2023-06-04 15:37:28,636 - wikidata12k_both - [INFO] - [E:10| 400]: Train Loss:0.0013263, Val MRR:0.258, wikidata12k_both
2023-06-04 15:39:28,080 - wikidata12k_both - [INFO] - [E:10| 500]: Train Loss:0.0013244, Val MRR:0.258, wikidata12k_both
2023-06-04 15:40:59,649 - wikidata12k_both - [INFO] - [E:10| 600]: Train Loss:0.0013208, Val MRR:0.258, wikidata12k_both
2023-06-04 15:42:50,794 - wikidata12k_both - [INFO] - [E:10| 700]: Train Loss:0.001321, Val MRR:0.258, wikidata12k_both
2023-06-04 15:44:57,380 - wikidata12k_both - [INFO] - [E:10| 800]: Train Loss:0.0013199, Val MRR:0.258, wikidata12k_both
2023-06-04 15:47:03,819 - wikidata12k_both - [INFO] - [E:10| 900]: Train Loss:0.0013196, Val MRR:0.258, wikidata12k_both
2023-06-04 15:49:10,461 - wikidata12k_both - [INFO] - [E:10| 1000]: Train Loss:0.001319, Val MRR:0.258, wikidata12k_both
2023-06-04 15:51:16,939 - wikidata12k_both - [INFO] - [E:10| 1100]: Train Loss:0.0013176, Val MRR:0.258, wikidata12k_both
2023-06-04 15:53:23,295 - wikidata12k_both - [INFO] - [E:10| 1200]: Train Loss:0.0013162, Val MRR:0.258, wikidata12k_both
2023-06-04 15:55:29,994 - wikidata12k_both - [INFO] - [E:10| 1300]: Train Loss:0.001314, Val MRR:0.258, wikidata12k_both
2023-06-04 15:57:36,535 - wikidata12k_both - [INFO] - [E:10| 1400]: Train Loss:0.0013137, Val MRR:0.258, wikidata12k_both
2023-06-04 15:59:42,961 - wikidata12k_both - [INFO] - [E:10| 1500]: Train Loss:0.0013137, Val MRR:0.258, wikidata12k_both
2023-06-04 16:01:27,986 - wikidata12k_both - [INFO] - [E:10| 1600]: Train Loss:0.0013126, Val MRR:0.258, wikidata12k_both
2023-06-04 16:02:27,660 - wikidata12k_both - [INFO] - [Epoch:10]: Training Loss:0.001312
2023-06-04 16:02:27,946 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 16:02:58,994 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 16:03:11,843 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 16:03:56,826 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 16:04:10,078 - wikidata12k_both - [INFO] - [Evaluating Epoch 10 valid]:
MRR: Tail : 0.39884, Head : 0.14751, Avg : 0.27318
2023-06-04 16:04:11,451 - wikidata12k_both - [INFO] - [Epoch 10]: Training Loss: 0.0013121, Valid MRR: 0.27318,
2023-06-04 16:04:12,760 - wikidata12k_both - [INFO] - [E:11| 0]: Train Loss:0.0012586, Val MRR:0.27318, wikidata12k_both
2023-06-04 16:06:19,405 - wikidata12k_both - [INFO] - [E:11| 100]: Train Loss:0.0012849, Val MRR:0.27318, wikidata12k_both
2023-06-04 16:08:25,987 - wikidata12k_both - [INFO] - [E:11| 200]: Train Loss:0.001288, Val MRR:0.27318, wikidata12k_both
2023-06-04 16:10:32,425 - wikidata12k_both - [INFO] - [E:11| 300]: Train Loss:0.0012863, Val MRR:0.27318, wikidata12k_both
2023-06-04 16:12:38,810 - wikidata12k_both - [INFO] - [E:11| 400]: Train Loss:0.0012872, Val MRR:0.27318, wikidata12k_both
2023-06-04 16:14:45,244 - wikidata12k_both - [INFO] - [E:11| 500]: Train Loss:0.0012865, Val MRR:0.27318, wikidata12k_both
2023-06-04 16:16:51,438 - wikidata12k_both - [INFO] - [E:11| 600]: Train Loss:0.0012851, Val MRR:0.27318, wikidata12k_both
2023-06-04 16:18:57,414 - wikidata12k_both - [INFO] - [E:11| 700]: Train Loss:0.001286, Val MRR:0.27318, wikidata12k_both
2023-06-04 16:21:03,088 - wikidata12k_both - [INFO] - [E:11| 800]: Train Loss:0.0012855, Val MRR:0.27318, wikidata12k_both
2023-06-04 16:22:48,489 - wikidata12k_both - [INFO] - [E:11| 900]: Train Loss:0.0012833, Val MRR:0.27318, wikidata12k_both
2023-06-04 16:24:19,869 - wikidata12k_both - [INFO] - [E:11| 1000]: Train Loss:0.0012815, Val MRR:0.27318, wikidata12k_both
2023-06-04 16:26:23,204 - wikidata12k_both - [INFO] - [E:11| 1100]: Train Loss:0.0012795, Val MRR:0.27318, wikidata12k_both
2023-06-04 16:28:28,859 - wikidata12k_both - [INFO] - [E:11| 1200]: Train Loss:0.0012789, Val MRR:0.27318, wikidata12k_both
2023-06-04 16:30:34,601 - wikidata12k_both - [INFO] - [E:11| 1300]: Train Loss:0.0012784, Val MRR:0.27318, wikidata12k_both
2023-06-04 16:32:40,121 - wikidata12k_both - [INFO] - [E:11| 1400]: Train Loss:0.0012777, Val MRR:0.27318, wikidata12k_both
2023-06-04 16:34:45,715 - wikidata12k_both - [INFO] - [E:11| 1500]: Train Loss:0.0012765, Val MRR:0.27318, wikidata12k_both
2023-06-04 16:36:51,337 - wikidata12k_both - [INFO] - [E:11| 1600]: Train Loss:0.0012753, Val MRR:0.27318, wikidata12k_both
2023-06-04 16:38:13,323 - wikidata12k_both - [INFO] - [Epoch:11]: Training Loss:0.001275
2023-06-04 16:38:13,750 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 16:38:58,096 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 16:39:11,570 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 16:39:56,056 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 16:40:09,295 - wikidata12k_both - [INFO] - [Evaluating Epoch 11 valid]:
MRR: Tail : 0.42319, Head : 0.15504, Avg : 0.28911
2023-06-04 16:40:10,739 - wikidata12k_both - [INFO] - [Epoch 11]: Training Loss: 0.0012747, Valid MRR: 0.28911,
2023-06-04 16:40:11,886 - wikidata12k_both - [INFO] - [E:12| 0]: Train Loss:0.0012307, Val MRR:0.28911, wikidata12k_both
2023-06-04 16:42:17,689 - wikidata12k_both - [INFO] - [E:12| 100]: Train Loss:0.0012547, Val MRR:0.28911, wikidata12k_both
2023-06-04 16:44:10,025 - wikidata12k_both - [INFO] - [E:12| 200]: Train Loss:0.0012587, Val MRR:0.28911, wikidata12k_both
2023-06-04 16:45:52,732 - wikidata12k_both - [INFO] - [E:12| 300]: Train Loss:0.0012569, Val MRR:0.28911, wikidata12k_both
2023-06-04 16:47:58,363 - wikidata12k_both - [INFO] - [E:12| 400]: Train Loss:0.0012555, Val MRR:0.28911, wikidata12k_both
2023-06-04 16:50:04,092 - wikidata12k_both - [INFO] - [E:12| 500]: Train Loss:0.0012544, Val MRR:0.28911, wikidata12k_both
2023-06-04 16:52:09,623 - wikidata12k_both - [INFO] - [E:12| 600]: Train Loss:0.0012541, Val MRR:0.28911, wikidata12k_both
2023-06-04 16:54:15,222 - wikidata12k_both - [INFO] - [E:12| 700]: Train Loss:0.001253, Val MRR:0.28911, wikidata12k_both
2023-06-04 16:56:20,961 - wikidata12k_both - [INFO] - [E:12| 800]: Train Loss:0.0012513, Val MRR:0.28911, wikidata12k_both
2023-06-04 16:58:26,628 - wikidata12k_both - [INFO] - [E:12| 900]: Train Loss:0.00125, Val MRR:0.28911, wikidata12k_both
2023-06-04 17:00:32,480 - wikidata12k_both - [INFO] - [E:12| 1000]: Train Loss:0.001249, Val MRR:0.28911, wikidata12k_both
2023-06-04 17:02:38,177 - wikidata12k_both - [INFO] - [E:12| 1100]: Train Loss:0.001249, Val MRR:0.28911, wikidata12k_both
2023-06-04 17:04:40,547 - wikidata12k_both - [INFO] - [E:12| 1200]: Train Loss:0.001248, Val MRR:0.28911, wikidata12k_both
2023-06-04 17:06:19,222 - wikidata12k_both - [INFO] - [E:12| 1300]: Train Loss:0.0012472, Val MRR:0.28911, wikidata12k_both
2023-06-04 17:08:19,908 - wikidata12k_both - [INFO] - [E:12| 1400]: Train Loss:0.0012469, Val MRR:0.28911, wikidata12k_both
2023-06-04 17:10:25,648 - wikidata12k_both - [INFO] - [E:12| 1500]: Train Loss:0.0012464, Val MRR:0.28911, wikidata12k_both
2023-06-04 17:12:32,140 - wikidata12k_both - [INFO] - [E:12| 1600]: Train Loss:0.001246, Val MRR:0.28911, wikidata12k_both
2023-06-04 17:13:54,669 - wikidata12k_both - [INFO] - [Epoch:12]: Training Loss:0.001245
2023-06-04 17:13:55,185 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 17:14:39,841 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 17:14:53,527 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 17:15:38,565 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 17:15:51,835 - wikidata12k_both - [INFO] - [Evaluating Epoch 12 valid]:
MRR: Tail : 0.42826, Head : 0.17377, Avg : 0.30101
2023-06-04 17:15:52,982 - wikidata12k_both - [INFO] - [Epoch 12]: Training Loss: 0.0012454, Valid MRR: 0.30101,
2023-06-04 17:15:54,254 - wikidata12k_both - [INFO] - [E:13| 0]: Train Loss:0.0012444, Val MRR:0.30101, wikidata12k_both
2023-06-04 17:18:00,804 - wikidata12k_both - [INFO] - [E:13| 100]: Train Loss:0.0012335, Val MRR:0.30101, wikidata12k_both
2023-06-04 17:20:07,099 - wikidata12k_both - [INFO] - [E:13| 200]: Train Loss:0.0012306, Val MRR:0.30101, wikidata12k_both
2023-06-04 17:22:13,110 - wikidata12k_both - [INFO] - [E:13| 300]: Train Loss:0.0012281, Val MRR:0.30101, wikidata12k_both
2023-06-04 17:24:19,519 - wikidata12k_both - [INFO] - [E:13| 400]: Train Loss:0.0012265, Val MRR:0.30101, wikidata12k_both
2023-06-04 17:26:10,175 - wikidata12k_both - [INFO] - [E:13| 500]: Train Loss:0.0012243, Val MRR:0.30101, wikidata12k_both
2023-06-04 17:27:40,105 - wikidata12k_both - [INFO] - [E:13| 600]: Train Loss:0.0012241, Val MRR:0.30101, wikidata12k_both
2023-06-04 17:29:34,201 - wikidata12k_both - [INFO] - [E:13| 700]: Train Loss:0.0012246, Val MRR:0.30101, wikidata12k_both
2023-06-04 17:31:39,732 - wikidata12k_both - [INFO] - [E:13| 800]: Train Loss:0.001225, Val MRR:0.30101, wikidata12k_both
2023-06-04 17:33:45,439 - wikidata12k_both - [INFO] - [E:13| 900]: Train Loss:0.0012245, Val MRR:0.30101, wikidata12k_both
2023-06-04 17:35:51,019 - wikidata12k_both - [INFO] - [E:13| 1000]: Train Loss:0.0012243, Val MRR:0.30101, wikidata12k_both
2023-06-04 17:37:56,730 - wikidata12k_both - [INFO] - [E:13| 1100]: Train Loss:0.0012232, Val MRR:0.30101, wikidata12k_both
2023-06-04 17:40:02,533 - wikidata12k_both - [INFO] - [E:13| 1200]: Train Loss:0.0012232, Val MRR:0.30101, wikidata12k_both
2023-06-04 17:42:08,446 - wikidata12k_both - [INFO] - [E:13| 1300]: Train Loss:0.0012232, Val MRR:0.30101, wikidata12k_both
2023-06-04 17:44:13,935 - wikidata12k_both - [INFO] - [E:13| 1400]: Train Loss:0.0012226, Val MRR:0.30101, wikidata12k_both
2023-06-04 17:46:19,668 - wikidata12k_both - [INFO] - [E:13| 1500]: Train Loss:0.0012217, Val MRR:0.30101, wikidata12k_both
2023-06-04 17:48:07,844 - wikidata12k_both - [INFO] - [E:13| 1600]: Train Loss:0.0012206, Val MRR:0.30101, wikidata12k_both
2023-06-04 17:49:11,924 - wikidata12k_both - [INFO] - [Epoch:13]: Training Loss:0.00122
2023-06-04 17:49:12,262 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 17:49:55,755 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 17:50:09,325 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 17:50:54,091 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 17:51:07,366 - wikidata12k_both - [INFO] - [Evaluating Epoch 13 valid]:
MRR: Tail : 0.43653, Head : 0.18802, Avg : 0.31228
2023-06-04 17:51:08,632 - wikidata12k_both - [INFO] - [Epoch 13]: Training Loss: 0.0012203, Valid MRR: 0.31228,
2023-06-04 17:51:09,984 - wikidata12k_both - [INFO] - [E:14| 0]: Train Loss:0.0013743, Val MRR:0.31228, wikidata12k_both
2023-06-04 17:53:15,791 - wikidata12k_both - [INFO] - [E:14| 100]: Train Loss:0.0012047, Val MRR:0.31228, wikidata12k_both
2023-06-04 17:55:21,270 - wikidata12k_both - [INFO] - [E:14| 200]: Train Loss:0.0012093, Val MRR:0.31228, wikidata12k_both
2023-06-04 17:57:26,916 - wikidata12k_both - [INFO] - [E:14| 300]: Train Loss:0.0012106, Val MRR:0.31228, wikidata12k_both
2023-06-04 17:59:32,606 - wikidata12k_both - [INFO] - [E:14| 400]: Train Loss:0.0012068, Val MRR:0.31228, wikidata12k_both
2023-06-04 18:01:38,445 - wikidata12k_both - [INFO] - [E:14| 500]: Train Loss:0.0012081, Val MRR:0.31228, wikidata12k_both
2023-06-04 18:03:44,044 - wikidata12k_both - [INFO] - [E:14| 600]: Train Loss:0.0012054, Val MRR:0.31228, wikidata12k_both
2023-06-04 18:05:49,950 - wikidata12k_both - [INFO] - [E:14| 700]: Train Loss:0.0012065, Val MRR:0.31228, wikidata12k_both
2023-06-04 18:07:55,731 - wikidata12k_both - [INFO] - [E:14| 800]: Train Loss:0.0012044, Val MRR:0.31228, wikidata12k_both
2023-06-04 18:09:38,103 - wikidata12k_both - [INFO] - [E:14| 900]: Train Loss:0.0012038, Val MRR:0.31228, wikidata12k_both
2023-06-04 18:11:32,863 - wikidata12k_both - [INFO] - [E:14| 1000]: Train Loss:0.0012025, Val MRR:0.31228, wikidata12k_both
2023-06-04 18:13:39,405 - wikidata12k_both - [INFO] - [E:14| 1100]: Train Loss:0.0012029, Val MRR:0.31228, wikidata12k_both
2023-06-04 18:15:46,019 - wikidata12k_both - [INFO] - [E:14| 1200]: Train Loss:0.0012017, Val MRR:0.31228, wikidata12k_both
2023-06-04 18:17:52,715 - wikidata12k_both - [INFO] - [E:14| 1300]: Train Loss:0.0012017, Val MRR:0.31228, wikidata12k_both
2023-06-04 18:19:59,301 - wikidata12k_both - [INFO] - [E:14| 1400]: Train Loss:0.0012013, Val MRR:0.31228, wikidata12k_both
2023-06-04 18:22:05,885 - wikidata12k_both - [INFO] - [E:14| 1500]: Train Loss:0.0012013, Val MRR:0.31228, wikidata12k_both
2023-06-04 18:24:12,617 - wikidata12k_both - [INFO] - [E:14| 1600]: Train Loss:0.0012002, Val MRR:0.31228, wikidata12k_both
2023-06-04 18:25:35,373 - wikidata12k_both - [INFO] - [Epoch:14]: Training Loss:0.001199
2023-06-04 18:25:35,905 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 18:26:20,787 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 18:26:34,362 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 18:27:19,351 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 18:27:32,732 - wikidata12k_both - [INFO] - [Evaluating Epoch 14 valid]:
MRR: Tail : 0.45551, Head : 0.18309, Avg : 0.3193
2023-06-04 18:27:33,979 - wikidata12k_both - [INFO] - [Epoch 14]: Training Loss: 0.0011994, Valid MRR: 0.3193,
2023-06-04 18:27:35,264 - wikidata12k_both - [INFO] - [E:15| 0]: Train Loss:0.0011567, Val MRR:0.3193, wikidata12k_both
2023-06-04 18:29:32,593 - wikidata12k_both - [INFO] - [E:15| 100]: Train Loss:0.0011923, Val MRR:0.3193, wikidata12k_both
2023-06-04 18:31:02,730 - wikidata12k_both - [INFO] - [E:15| 200]: Train Loss:0.0011873, Val MRR:0.3193, wikidata12k_both
2023-06-04 18:32:52,702 - wikidata12k_both - [INFO] - [E:15| 300]: Train Loss:0.0011888, Val MRR:0.3193, wikidata12k_both
2023-06-04 18:34:59,324 - wikidata12k_both - [INFO] - [E:15| 400]: Train Loss:0.0011867, Val MRR:0.3193, wikidata12k_both
2023-06-04 18:37:05,937 - wikidata12k_both - [INFO] - [E:15| 500]: Train Loss:0.0011862, Val MRR:0.3193, wikidata12k_both
2023-06-04 18:39:12,647 - wikidata12k_both - [INFO] - [E:15| 600]: Train Loss:0.0011851, Val MRR:0.3193, wikidata12k_both
2023-06-04 18:41:19,282 - wikidata12k_both - [INFO] - [E:15| 700]: Train Loss:0.0011853, Val MRR:0.3193, wikidata12k_both
2023-06-04 18:43:25,945 - wikidata12k_both - [INFO] - [E:15| 800]: Train Loss:0.0011844, Val MRR:0.3193, wikidata12k_both
2023-06-04 18:45:32,333 - wikidata12k_both - [INFO] - [E:15| 900]: Train Loss:0.0011833, Val MRR:0.3193, wikidata12k_both
2023-06-04 18:47:39,147 - wikidata12k_both - [INFO] - [E:15| 1000]: Train Loss:0.0011833, Val MRR:0.3193, wikidata12k_both
2023-06-04 18:49:45,747 - wikidata12k_both - [INFO] - [E:15| 1100]: Train Loss:0.0011826, Val MRR:0.3193, wikidata12k_both
2023-06-04 18:51:30,548 - wikidata12k_both - [INFO] - [E:15| 1200]: Train Loss:0.001183, Val MRR:0.3193, wikidata12k_both
2023-06-04 18:53:00,896 - wikidata12k_both - [INFO] - [E:15| 1300]: Train Loss:0.001183, Val MRR:0.3193, wikidata12k_both
2023-06-04 18:55:03,316 - wikidata12k_both - [INFO] - [E:15| 1400]: Train Loss:0.0011828, Val MRR:0.3193, wikidata12k_both
2023-06-04 18:57:09,998 - wikidata12k_both - [INFO] - [E:15| 1500]: Train Loss:0.001182, Val MRR:0.3193, wikidata12k_both
2023-06-04 18:59:16,827 - wikidata12k_both - [INFO] - [E:15| 1600]: Train Loss:0.0011827, Val MRR:0.3193, wikidata12k_both
2023-06-04 19:00:39,474 - wikidata12k_both - [INFO] - [Epoch:15]: Training Loss:0.001182
2023-06-04 19:00:39,898 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 19:01:24,785 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 19:01:38,456 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 19:02:23,791 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 19:02:37,147 - wikidata12k_both - [INFO] - [Evaluating Epoch 15 valid]:
MRR: Tail : 0.45977, Head : 0.24577, Avg : 0.35277
2023-06-04 19:02:38,507 - wikidata12k_both - [INFO] - [Epoch 15]: Training Loss: 0.0011824, Valid MRR: 0.35277,
2023-06-04 19:02:39,789 - wikidata12k_both - [INFO] - [E:16| 0]: Train Loss:0.0011444, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:04:46,542 - wikidata12k_both - [INFO] - [E:16| 100]: Train Loss:0.0011727, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:06:52,945 - wikidata12k_both - [INFO] - [E:16| 200]: Train Loss:0.001173, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:08:59,680 - wikidata12k_both - [INFO] - [E:16| 300]: Train Loss:0.001171, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:11:06,367 - wikidata12k_both - [INFO] - [E:16| 400]: Train Loss:0.0011733, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:12:52,654 - wikidata12k_both - [INFO] - [E:16| 500]: Train Loss:0.0011726, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:14:22,720 - wikidata12k_both - [INFO] - [E:16| 600]: Train Loss:0.0011714, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:16:23,573 - wikidata12k_both - [INFO] - [E:16| 700]: Train Loss:0.0011697, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:18:30,602 - wikidata12k_both - [INFO] - [E:16| 800]: Train Loss:0.0011684, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:20:37,299 - wikidata12k_both - [INFO] - [E:16| 900]: Train Loss:0.0011687, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:22:44,270 - wikidata12k_both - [INFO] - [E:16| 1000]: Train Loss:0.0011677, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:24:51,115 - wikidata12k_both - [INFO] - [E:16| 1100]: Train Loss:0.0011673, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:26:58,087 - wikidata12k_both - [INFO] - [E:16| 1200]: Train Loss:0.0011673, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:29:05,097 - wikidata12k_both - [INFO] - [E:16| 1300]: Train Loss:0.0011673, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:31:11,964 - wikidata12k_both - [INFO] - [E:16| 1400]: Train Loss:0.0011679, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:33:18,614 - wikidata12k_both - [INFO] - [E:16| 1500]: Train Loss:0.0011673, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:34:51,688 - wikidata12k_both - [INFO] - [E:16| 1600]: Train Loss:0.0011668, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:35:50,810 - wikidata12k_both - [INFO] - [Epoch:16]: Training Loss:0.001167
2023-06-04 19:35:51,086 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 19:36:30,125 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 19:36:43,738 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 19:37:29,057 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 19:37:42,355 - wikidata12k_both - [INFO] - [Evaluating Epoch 16 valid]:
MRR: Tail : 0.46629, Head : 0.21842, Avg : 0.34236
2023-06-04 19:37:42,355 - wikidata12k_both - [INFO] - [Epoch 16]: Training Loss: 0.0011668, Valid MRR: 0.35277,
2023-06-04 19:37:43,639 - wikidata12k_both - [INFO] - [E:17| 0]: Train Loss:0.0011863, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:39:50,410 - wikidata12k_both - [INFO] - [E:17| 100]: Train Loss:0.0011525, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:41:57,432 - wikidata12k_both - [INFO] - [E:17| 200]: Train Loss:0.0011555, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:44:04,023 - wikidata12k_both - [INFO] - [E:17| 300]: Train Loss:0.0011538, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:46:10,741 - wikidata12k_both - [INFO] - [E:17| 400]: Train Loss:0.0011562, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:48:17,312 - wikidata12k_both - [INFO] - [E:17| 500]: Train Loss:0.001158, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:50:24,092 - wikidata12k_both - [INFO] - [E:17| 600]: Train Loss:0.0011578, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:52:30,909 - wikidata12k_both - [INFO] - [E:17| 700]: Train Loss:0.0011572, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:54:37,514 - wikidata12k_both - [INFO] - [E:17| 800]: Train Loss:0.0011565, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:56:12,593 - wikidata12k_both - [INFO] - [E:17| 900]: Train Loss:0.001156, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:57:48,225 - wikidata12k_both - [INFO] - [E:17| 1000]: Train Loss:0.0011558, Val MRR:0.35277, wikidata12k_both
2023-06-04 19:59:54,844 - wikidata12k_both - [INFO] - [E:17| 1100]: Train Loss:0.0011552, Val MRR:0.35277, wikidata12k_both
2023-06-04 20:02:01,406 - wikidata12k_both - [INFO] - [E:17| 1200]: Train Loss:0.001155, Val MRR:0.35277, wikidata12k_both
2023-06-04 20:04:08,084 - wikidata12k_both - [INFO] - [E:17| 1300]: Train Loss:0.0011554, Val MRR:0.35277, wikidata12k_both
2023-06-04 20:06:14,928 - wikidata12k_both - [INFO] - [E:17| 1400]: Train Loss:0.0011553, Val MRR:0.35277, wikidata12k_both
2023-06-04 20:08:21,650 - wikidata12k_both - [INFO] - [E:17| 1500]: Train Loss:0.0011552, Val MRR:0.35277, wikidata12k_both
2023-06-04 20:10:28,567 - wikidata12k_both - [INFO] - [E:17| 1600]: Train Loss:0.0011546, Val MRR:0.35277, wikidata12k_both
2023-06-04 20:11:51,289 - wikidata12k_both - [INFO] - [Epoch:17]: Training Loss:0.001155
2023-06-04 20:11:51,748 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 20:12:36,550 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 20:12:50,235 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 20:13:35,445 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 20:13:48,847 - wikidata12k_both - [INFO] - [Evaluating Epoch 17 valid]:
MRR: Tail : 0.46908, Head : 0.2516, Avg : 0.36034
2023-06-04 20:13:50,095 - wikidata12k_both - [INFO] - [Epoch 17]: Training Loss: 0.0011545, Valid MRR: 0.36034,
2023-06-04 20:13:51,246 - wikidata12k_both - [INFO] - [E:18| 0]: Train Loss:0.0011738, Val MRR:0.36034, wikidata12k_both
2023-06-04 20:15:57,680 - wikidata12k_both - [INFO] - [E:18| 100]: Train Loss:0.0011495, Val MRR:0.36034, wikidata12k_both
2023-06-04 20:17:34,591 - wikidata12k_both - [INFO] - [E:18| 200]: Train Loss:0.001147, Val MRR:0.36034, wikidata12k_both
2023-06-04 20:19:08,381 - wikidata12k_both - [INFO] - [E:18| 300]: Train Loss:0.001146, Val MRR:0.36034, wikidata12k_both
2023-06-04 20:21:15,074 - wikidata12k_both - [INFO] - [E:18| 400]: Train Loss:0.0011465, Val MRR:0.36034, wikidata12k_both
2023-06-04 20:23:21,682 - wikidata12k_both - [INFO] - [E:18| 500]: Train Loss:0.0011464, Val MRR:0.36034, wikidata12k_both
2023-06-04 20:25:28,662 - wikidata12k_both - [INFO] - [E:18| 600]: Train Loss:0.0011469, Val MRR:0.36034, wikidata12k_both
2023-06-04 20:27:35,428 - wikidata12k_both - [INFO] - [E:18| 700]: Train Loss:0.0011476, Val MRR:0.36034, wikidata12k_both
2023-06-04 20:29:41,807 - wikidata12k_both - [INFO] - [E:18| 800]: Train Loss:0.0011476, Val MRR:0.36034, wikidata12k_both
2023-06-04 20:31:48,469 - wikidata12k_both - [INFO] - [E:18| 900]: Train Loss:0.0011467, Val MRR:0.36034, wikidata12k_both
2023-06-04 20:33:54,887 - wikidata12k_both - [INFO] - [E:18| 1000]: Train Loss:0.0011465, Val MRR:0.36034, wikidata12k_both
2023-06-04 20:36:01,600 - wikidata12k_both - [INFO] - [E:18| 1100]: Train Loss:0.0011463, Val MRR:0.36034, wikidata12k_both
2023-06-04 20:38:02,193 - wikidata12k_both - [INFO] - [E:18| 1200]: Train Loss:0.0011451, Val MRR:0.36034, wikidata12k_both
2023-06-04 20:39:32,419 - wikidata12k_both - [INFO] - [E:18| 1300]: Train Loss:0.001145, Val MRR:0.36034, wikidata12k_both
2023-06-04 20:41:18,575 - wikidata12k_both - [INFO] - [E:18| 1400]: Train Loss:0.0011445, Val MRR:0.36034, wikidata12k_both
2023-06-04 20:43:25,342 - wikidata12k_both - [INFO] - [E:18| 1500]: Train Loss:0.0011442, Val MRR:0.36034, wikidata12k_both
2023-06-04 20:45:32,003 - wikidata12k_both - [INFO] - [E:18| 1600]: Train Loss:0.0011442, Val MRR:0.36034, wikidata12k_both
2023-06-04 20:46:54,613 - wikidata12k_both - [INFO] - [Epoch:18]: Training Loss:0.001144
2023-06-04 20:46:55,116 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 20:47:39,902 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 20:47:53,612 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 20:48:38,790 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 20:48:52,215 - wikidata12k_both - [INFO] - [Evaluating Epoch 18 valid]:
MRR: Tail : 0.46343, Head : 0.29402, Avg : 0.37872
2023-06-04 20:48:53,442 - wikidata12k_both - [INFO] - [Epoch 18]: Training Loss: 0.0011438, Valid MRR: 0.37872,
2023-06-04 20:48:54,756 - wikidata12k_both - [INFO] - [E:19| 0]: Train Loss:0.0011798, Val MRR:0.37872, wikidata12k_both
2023-06-04 20:51:01,789 - wikidata12k_both - [INFO] - [E:19| 100]: Train Loss:0.001129, Val MRR:0.37872, wikidata12k_both
2023-06-04 20:53:08,362 - wikidata12k_both - [INFO] - [E:19| 200]: Train Loss:0.0011374, Val MRR:0.37872, wikidata12k_both
2023-06-04 20:55:15,119 - wikidata12k_both - [INFO] - [E:19| 300]: Train Loss:0.0011354, Val MRR:0.37872, wikidata12k_both
2023-06-04 20:57:21,760 - wikidata12k_both - [INFO] - [E:19| 400]: Train Loss:0.0011356, Val MRR:0.37872, wikidata12k_both
2023-06-04 20:59:24,081 - wikidata12k_both - [INFO] - [E:19| 500]: Train Loss:0.0011351, Val MRR:0.37872, wikidata12k_both
2023-06-04 21:00:54,352 - wikidata12k_both - [INFO] - [E:19| 600]: Train Loss:0.0011349, Val MRR:0.37872, wikidata12k_both
2023-06-04 21:02:39,426 - wikidata12k_both - [INFO] - [E:19| 700]: Train Loss:0.0011351, Val MRR:0.37872, wikidata12k_both
2023-06-04 21:04:46,467 - wikidata12k_both - [INFO] - [E:19| 800]: Train Loss:0.0011348, Val MRR:0.37872, wikidata12k_both
2023-06-04 21:06:53,224 - wikidata12k_both - [INFO] - [E:19| 900]: Train Loss:0.0011348, Val MRR:0.37872, wikidata12k_both
2023-06-04 21:08:59,770 - wikidata12k_both - [INFO] - [E:19| 1000]: Train Loss:0.0011356, Val MRR:0.37872, wikidata12k_both
2023-06-04 21:11:06,504 - wikidata12k_both - [INFO] - [E:19| 1100]: Train Loss:0.0011351, Val MRR:0.37872, wikidata12k_both
2023-06-04 21:13:13,155 - wikidata12k_both - [INFO] - [E:19| 1200]: Train Loss:0.0011351, Val MRR:0.37872, wikidata12k_both
2023-06-04 21:15:20,008 - wikidata12k_both - [INFO] - [E:19| 1300]: Train Loss:0.0011359, Val MRR:0.37872, wikidata12k_both
2023-06-04 21:17:26,926 - wikidata12k_both - [INFO] - [E:19| 1400]: Train Loss:0.0011362, Val MRR:0.37872, wikidata12k_both
2023-06-04 21:19:33,592 - wikidata12k_both - [INFO] - [E:19| 1500]: Train Loss:0.0011359, Val MRR:0.37872, wikidata12k_both
2023-06-04 21:21:22,307 - wikidata12k_both - [INFO] - [E:19| 1600]: Train Loss:0.0011358, Val MRR:0.37872, wikidata12k_both
2023-06-04 21:22:21,221 - wikidata12k_both - [INFO] - [Epoch:19]: Training Loss:0.001136
2023-06-04 21:22:21,478 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 21:22:51,929 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 21:23:01,261 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 21:23:40,825 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 21:23:54,185 - wikidata12k_both - [INFO] - [Evaluating Epoch 19 valid]:
MRR: Tail : 0.47225, Head : 0.30473, Avg : 0.38849
MR: Tail : 323.86, Head : 416.1, Avg : 369.98
Hit-1: Tail : 0.37709, Head : 0.22739, Avg : 0.30224
Hit-3: Tail : 0.53259, Head : 0.3286, Avg : 0.4306
Hit-10: Tail : 0.63434, Head : 0.46651, Avg : 0.55043
2023-06-04 21:23:55,415 - wikidata12k_both - [INFO] - [Epoch 19]: Training Loss: 0.0011355, Valid MRR: 0.38849,
2023-06-04 21:23:56,671 - wikidata12k_both - [INFO] - [E:20| 0]: Train Loss:0.0011469, Val MRR:0.38849, wikidata12k_both
2023-06-04 21:26:03,703 - wikidata12k_both - [INFO] - [E:20| 100]: Train Loss:0.0011279, Val MRR:0.38849, wikidata12k_both
2023-06-04 21:28:10,523 - wikidata12k_both - [INFO] - [E:20| 200]: Train Loss:0.0011302, Val MRR:0.38849, wikidata12k_both
2023-06-04 21:30:16,885 - wikidata12k_both - [INFO] - [E:20| 300]: Train Loss:0.0011304, Val MRR:0.38849, wikidata12k_both
2023-06-04 21:32:23,241 - wikidata12k_both - [INFO] - [E:20| 400]: Train Loss:0.0011303, Val MRR:0.38849, wikidata12k_both
2023-06-04 21:34:29,891 - wikidata12k_both - [INFO] - [E:20| 500]: Train Loss:0.0011307, Val MRR:0.38849, wikidata12k_both
2023-06-04 21:36:36,757 - wikidata12k_both - [INFO] - [E:20| 600]: Train Loss:0.0011306, Val MRR:0.38849, wikidata12k_both
2023-06-04 21:38:43,376 - wikidata12k_both - [INFO] - [E:20| 700]: Train Loss:0.0011297, Val MRR:0.38849, wikidata12k_both
2023-06-04 21:40:50,356 - wikidata12k_both - [INFO] - [E:20| 800]: Train Loss:0.0011293, Val MRR:0.38849, wikidata12k_both
2023-06-04 21:42:41,338 - wikidata12k_both - [INFO] - [E:20| 900]: Train Loss:0.0011282, Val MRR:0.38849, wikidata12k_both
2023-06-04 21:44:11,537 - wikidata12k_both - [INFO] - [E:20| 1000]: Train Loss:0.0011283, Val MRR:0.38849, wikidata12k_both
2023-06-04 21:46:07,882 - wikidata12k_both - [INFO] - [E:20| 1100]: Train Loss:0.0011278, Val MRR:0.38849, wikidata12k_both
2023-06-04 21:48:14,776 - wikidata12k_both - [INFO] - [E:20| 1200]: Train Loss:0.0011275, Val MRR:0.38849, wikidata12k_both
2023-06-04 21:50:21,437 - wikidata12k_both - [INFO] - [E:20| 1300]: Train Loss:0.0011272, Val MRR:0.38849, wikidata12k_both
2023-06-04 21:52:28,223 - wikidata12k_both - [INFO] - [E:20| 1400]: Train Loss:0.0011272, Val MRR:0.38849, wikidata12k_both
2023-06-04 21:54:35,179 - wikidata12k_both - [INFO] - [E:20| 1500]: Train Loss:0.0011267, Val MRR:0.38849, wikidata12k_both
2023-06-04 21:56:42,287 - wikidata12k_both - [INFO] - [E:20| 1600]: Train Loss:0.0011265, Val MRR:0.38849, wikidata12k_both
2023-06-04 21:58:05,033 - wikidata12k_both - [INFO] - [Epoch:20]: Training Loss:0.001126
2023-06-04 21:58:05,569 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 21:58:50,288 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 21:59:03,944 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 21:59:49,283 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 22:00:02,621 - wikidata12k_both - [INFO] - [Evaluating Epoch 20 valid]:
MRR: Tail : 0.46658, Head : 0.31342, Avg : 0.39
2023-06-04 22:00:03,950 - wikidata12k_both - [INFO] - [Epoch 20]: Training Loss: 0.0011264, Valid MRR: 0.39,
2023-06-04 22:00:05,205 - wikidata12k_both - [INFO] - [E:21| 0]: Train Loss:0.0012433, Val MRR:0.39, wikidata12k_both
2023-06-04 22:02:12,182 - wikidata12k_both - [INFO] - [E:21| 100]: Train Loss:0.0011156, Val MRR:0.39, wikidata12k_both
2023-06-04 22:04:03,601 - wikidata12k_both - [INFO] - [E:21| 200]: Train Loss:0.001119, Val MRR:0.39, wikidata12k_both
2023-06-04 22:05:33,975 - wikidata12k_both - [INFO] - [E:21| 300]: Train Loss:0.001119, Val MRR:0.39, wikidata12k_both
2023-06-04 22:07:29,692 - wikidata12k_both - [INFO] - [E:21| 400]: Train Loss:0.0011187, Val MRR:0.39, wikidata12k_both
2023-06-04 22:09:36,730 - wikidata12k_both - [INFO] - [E:21| 500]: Train Loss:0.0011183, Val MRR:0.39, wikidata12k_both
2023-06-04 22:11:43,866 - wikidata12k_both - [INFO] - [E:21| 600]: Train Loss:0.0011172, Val MRR:0.39, wikidata12k_both
2023-06-04 22:13:51,021 - wikidata12k_both - [INFO] - [E:21| 700]: Train Loss:0.0011171, Val MRR:0.39, wikidata12k_both
2023-06-04 22:15:57,941 - wikidata12k_both - [INFO] - [E:21| 800]: Train Loss:0.0011175, Val MRR:0.39, wikidata12k_both
2023-06-04 22:18:04,674 - wikidata12k_both - [INFO] - [E:21| 900]: Train Loss:0.0011181, Val MRR:0.39, wikidata12k_both
2023-06-04 22:20:11,630 - wikidata12k_both - [INFO] - [E:21| 1000]: Train Loss:0.0011185, Val MRR:0.39, wikidata12k_both
2023-06-04 22:22:18,661 - wikidata12k_both - [INFO] - [E:21| 1100]: Train Loss:0.0011186, Val MRR:0.39, wikidata12k_both
2023-06-04 22:24:25,331 - wikidata12k_both - [INFO] - [E:21| 1200]: Train Loss:0.0011181, Val MRR:0.39, wikidata12k_both
2023-06-04 22:26:03,476 - wikidata12k_both - [INFO] - [E:21| 1300]: Train Loss:0.0011185, Val MRR:0.39, wikidata12k_both
2023-06-04 22:27:36,031 - wikidata12k_both - [INFO] - [E:21| 1400]: Train Loss:0.0011184, Val MRR:0.39, wikidata12k_both
2023-06-04 22:29:43,135 - wikidata12k_both - [INFO] - [E:21| 1500]: Train Loss:0.0011187, Val MRR:0.39, wikidata12k_both
2023-06-04 22:31:49,891 - wikidata12k_both - [INFO] - [E:21| 1600]: Train Loss:0.0011187, Val MRR:0.39, wikidata12k_both
2023-06-04 22:33:12,808 - wikidata12k_both - [INFO] - [Epoch:21]: Training Loss:0.001119
2023-06-04 22:33:13,345 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 22:33:58,375 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 22:34:12,184 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 22:34:57,463 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 22:35:10,927 - wikidata12k_both - [INFO] - [Evaluating Epoch 21 valid]:
MRR: Tail : 0.4778, Head : 0.32312, Avg : 0.40046
2023-06-04 22:35:12,096 - wikidata12k_both - [INFO] - [Epoch 21]: Training Loss: 0.0011188, Valid MRR: 0.40046,
2023-06-04 22:35:13,374 - wikidata12k_both - [INFO] - [E:22| 0]: Train Loss:0.0010955, Val MRR:0.40046, wikidata12k_both
2023-06-04 22:37:20,993 - wikidata12k_both - [INFO] - [E:22| 100]: Train Loss:0.0011137, Val MRR:0.40046, wikidata12k_both
2023-06-04 22:39:28,179 - wikidata12k_both - [INFO] - [E:22| 200]: Train Loss:0.0011132, Val MRR:0.40046, wikidata12k_both
2023-06-04 22:41:35,473 - wikidata12k_both - [INFO] - [E:22| 300]: Train Loss:0.001114, Val MRR:0.40046, wikidata12k_both
2023-06-04 22:43:42,733 - wikidata12k_both - [INFO] - [E:22| 400]: Train Loss:0.0011138, Val MRR:0.40046, wikidata12k_both
2023-06-04 22:45:50,208 - wikidata12k_both - [INFO] - [E:22| 500]: Train Loss:0.001113, Val MRR:0.40046, wikidata12k_both
2023-06-04 22:47:26,398 - wikidata12k_both - [INFO] - [E:22| 600]: Train Loss:0.0011136, Val MRR:0.40046, wikidata12k_both
2023-06-04 22:49:00,887 - wikidata12k_both - [INFO] - [E:22| 700]: Train Loss:0.0011127, Val MRR:0.40046, wikidata12k_both
2023-06-04 22:51:08,227 - wikidata12k_both - [INFO] - [E:22| 800]: Train Loss:0.0011131, Val MRR:0.40046, wikidata12k_both
2023-06-04 22:53:15,459 - wikidata12k_both - [INFO] - [E:22| 900]: Train Loss:0.0011136, Val MRR:0.40046, wikidata12k_both
2023-06-04 22:55:22,964 - wikidata12k_both - [INFO] - [E:22| 1000]: Train Loss:0.0011141, Val MRR:0.40046, wikidata12k_both
2023-06-04 22:57:30,367 - wikidata12k_both - [INFO] - [E:22| 1100]: Train Loss:0.0011139, Val MRR:0.40046, wikidata12k_both
2023-06-04 22:59:37,824 - wikidata12k_both - [INFO] - [E:22| 1200]: Train Loss:0.0011137, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:01:44,827 - wikidata12k_both - [INFO] - [E:22| 1300]: Train Loss:0.0011136, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:03:52,326 - wikidata12k_both - [INFO] - [E:22| 1400]: Train Loss:0.001113, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:06:00,037 - wikidata12k_both - [INFO] - [E:22| 1500]: Train Loss:0.0011127, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:07:56,439 - wikidata12k_both - [INFO] - [E:22| 1600]: Train Loss:0.0011125, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:08:55,316 - wikidata12k_both - [INFO] - [Epoch:22]: Training Loss:0.001112
2023-06-04 23:08:55,544 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 23:09:26,136 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 23:09:35,423 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 23:10:06,484 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 23:10:19,839 - wikidata12k_both - [INFO] - [Evaluating Epoch 22 valid]:
MRR: Tail : 0.47773, Head : 0.30676, Avg : 0.39225
2023-06-04 23:10:19,839 - wikidata12k_both - [INFO] - [Epoch 22]: Training Loss: 0.0011124, Valid MRR: 0.40046,
2023-06-04 23:10:21,159 - wikidata12k_both - [INFO] - [E:23| 0]: Train Loss:0.0011144, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:12:28,506 - wikidata12k_both - [INFO] - [E:23| 100]: Train Loss:0.0011019, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:14:35,646 - wikidata12k_both - [INFO] - [E:23| 200]: Train Loss:0.0011027, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:16:42,953 - wikidata12k_both - [INFO] - [E:23| 300]: Train Loss:0.001102, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:18:50,457 - wikidata12k_both - [INFO] - [E:23| 400]: Train Loss:0.0011031, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:20:57,854 - wikidata12k_both - [INFO] - [E:23| 500]: Train Loss:0.0011033, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:23:04,954 - wikidata12k_both - [INFO] - [E:23| 600]: Train Loss:0.001103, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:25:12,224 - wikidata12k_both - [INFO] - [E:23| 700]: Train Loss:0.0011036, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:27:19,764 - wikidata12k_both - [INFO] - [E:23| 800]: Train Loss:0.0011043, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:29:15,761 - wikidata12k_both - [INFO] - [E:23| 900]: Train Loss:0.0011047, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:30:45,873 - wikidata12k_both - [INFO] - [E:23| 1000]: Train Loss:0.0011061, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:32:37,967 - wikidata12k_both - [INFO] - [E:23| 1100]: Train Loss:0.001106, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:34:45,510 - wikidata12k_both - [INFO] - [E:23| 1200]: Train Loss:0.0011061, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:36:52,816 - wikidata12k_both - [INFO] - [E:23| 1300]: Train Loss:0.0011056, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:39:00,306 - wikidata12k_both - [INFO] - [E:23| 1400]: Train Loss:0.0011057, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:41:07,554 - wikidata12k_both - [INFO] - [E:23| 1500]: Train Loss:0.0011056, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:43:15,113 - wikidata12k_both - [INFO] - [E:23| 1600]: Train Loss:0.0011059, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:44:38,483 - wikidata12k_both - [INFO] - [Epoch:23]: Training Loss:0.001106
2023-06-04 23:44:38,948 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-04 23:45:24,196 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-04 23:45:37,908 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-04 23:46:23,248 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-04 23:46:36,681 - wikidata12k_both - [INFO] - [Evaluating Epoch 23 valid]:
MRR: Tail : 0.48045, Head : 0.30138, Avg : 0.39092
2023-06-04 23:46:36,681 - wikidata12k_both - [INFO] - [Epoch 23]: Training Loss: 0.001106, Valid MRR: 0.40046,
2023-06-04 23:46:37,992 - wikidata12k_both - [INFO] - [E:24| 0]: Train Loss:0.0011139, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:48:45,043 - wikidata12k_both - [INFO] - [E:24| 100]: Train Loss:0.0010998, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:50:39,258 - wikidata12k_both - [INFO] - [E:24| 200]: Train Loss:0.0011029, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:52:09,436 - wikidata12k_both - [INFO] - [E:24| 300]: Train Loss:0.0011019, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:54:03,426 - wikidata12k_both - [INFO] - [E:24| 400]: Train Loss:0.0011028, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:56:11,197 - wikidata12k_both - [INFO] - [E:24| 500]: Train Loss:0.0011022, Val MRR:0.40046, wikidata12k_both
2023-06-04 23:58:18,368 - wikidata12k_both - [INFO] - [E:24| 600]: Train Loss:0.0011014, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:00:25,763 - wikidata12k_both - [INFO] - [E:24| 700]: Train Loss:0.0011013, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:02:32,975 - wikidata12k_both - [INFO] - [E:24| 800]: Train Loss:0.0011015, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:04:40,523 - wikidata12k_both - [INFO] - [E:24| 900]: Train Loss:0.0011013, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:06:47,818 - wikidata12k_both - [INFO] - [E:24| 1000]: Train Loss:0.0011012, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:08:55,301 - wikidata12k_both - [INFO] - [E:24| 1100]: Train Loss:0.0011012, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:11:02,727 - wikidata12k_both - [INFO] - [E:24| 1200]: Train Loss:0.0011011, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:12:40,255 - wikidata12k_both - [INFO] - [E:24| 1300]: Train Loss:0.0011009, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:14:14,184 - wikidata12k_both - [INFO] - [E:24| 1400]: Train Loss:0.0011003, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:16:21,460 - wikidata12k_both - [INFO] - [E:24| 1500]: Train Loss:0.0011003, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:18:29,000 - wikidata12k_both - [INFO] - [E:24| 1600]: Train Loss:0.0011003, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:19:52,211 - wikidata12k_both - [INFO] - [Epoch:24]: Training Loss:0.0011
2023-06-05 00:19:52,621 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 00:20:37,829 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 00:20:51,500 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 00:21:36,814 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 00:21:50,240 - wikidata12k_both - [INFO] - [Evaluating Epoch 24 valid]:
MRR: Tail : 0.4833, Head : 0.30989, Avg : 0.39659
2023-06-05 00:21:50,241 - wikidata12k_both - [INFO] - [Epoch 24]: Training Loss: 0.0011002, Valid MRR: 0.40046,
2023-06-05 00:21:51,568 - wikidata12k_both - [INFO] - [E:25| 0]: Train Loss:0.0011079, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:23:58,898 - wikidata12k_both - [INFO] - [E:25| 100]: Train Loss:0.0010921, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:26:05,990 - wikidata12k_both - [INFO] - [E:25| 200]: Train Loss:0.0010922, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:28:13,531 - wikidata12k_both - [INFO] - [E:25| 300]: Train Loss:0.0010939, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:30:20,546 - wikidata12k_both - [INFO] - [E:25| 400]: Train Loss:0.0010941, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:32:26,672 - wikidata12k_both - [INFO] - [E:25| 500]: Train Loss:0.0010946, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:34:09,967 - wikidata12k_both - [INFO] - [E:25| 600]: Train Loss:0.0010949, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:36:04,777 - wikidata12k_both - [INFO] - [E:25| 700]: Train Loss:0.0010948, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:38:11,011 - wikidata12k_both - [INFO] - [E:25| 800]: Train Loss:0.0010956, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:40:17,045 - wikidata12k_both - [INFO] - [E:25| 900]: Train Loss:0.0010954, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:42:23,269 - wikidata12k_both - [INFO] - [E:25| 1000]: Train Loss:0.001095, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:44:29,086 - wikidata12k_both - [INFO] - [E:25| 1100]: Train Loss:0.0010955, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:46:35,015 - wikidata12k_both - [INFO] - [E:25| 1200]: Train Loss:0.0010956, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:48:41,175 - wikidata12k_both - [INFO] - [E:25| 1300]: Train Loss:0.0010956, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:50:47,125 - wikidata12k_both - [INFO] - [E:25| 1400]: Train Loss:0.0010954, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:52:53,394 - wikidata12k_both - [INFO] - [E:25| 1500]: Train Loss:0.0010949, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:54:45,443 - wikidata12k_both - [INFO] - [E:25| 1600]: Train Loss:0.001095, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:55:51,379 - wikidata12k_both - [INFO] - [Epoch:25]: Training Loss:0.001095
2023-06-05 00:55:51,757 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 00:56:35,867 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 00:56:49,499 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 00:57:34,213 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 00:57:47,415 - wikidata12k_both - [INFO] - [Evaluating Epoch 25 valid]:
MRR: Tail : 0.48142, Head : 0.31274, Avg : 0.39708
2023-06-05 00:57:47,416 - wikidata12k_both - [INFO] - [Epoch 25]: Training Loss: 0.0010948, Valid MRR: 0.40046,
2023-06-05 00:57:48,690 - wikidata12k_both - [INFO] - [E:26| 0]: Train Loss:0.0011139, Val MRR:0.40046, wikidata12k_both
2023-06-05 00:59:54,440 - wikidata12k_both - [INFO] - [E:26| 100]: Train Loss:0.0010912, Val MRR:0.40046, wikidata12k_both
2023-06-05 01:02:00,396 - wikidata12k_both - [INFO] - [E:26| 200]: Train Loss:0.0010873, Val MRR:0.40046, wikidata12k_both
2023-06-05 01:04:06,497 - wikidata12k_both - [INFO] - [E:26| 300]: Train Loss:0.0010889, Val MRR:0.40046, wikidata12k_both
2023-06-05 01:06:12,597 - wikidata12k_both - [INFO] - [E:26| 400]: Train Loss:0.0010892, Val MRR:0.40046, wikidata12k_both
2023-06-05 01:08:18,845 - wikidata12k_both - [INFO] - [E:26| 500]: Train Loss:0.0010897, Val MRR:0.40046, wikidata12k_both
2023-06-05 01:10:24,801 - wikidata12k_both - [INFO] - [E:26| 600]: Train Loss:0.0010896, Val MRR:0.40046, wikidata12k_both
2023-06-05 01:12:30,742 - wikidata12k_both - [INFO] - [E:26| 700]: Train Loss:0.0010905, Val MRR:0.40046, wikidata12k_both
2023-06-05 01:14:36,776 - wikidata12k_both - [INFO] - [E:26| 800]: Train Loss:0.0010901, Val MRR:0.40046, wikidata12k_both
2023-06-05 01:16:19,676 - wikidata12k_both - [INFO] - [E:26| 900]: Train Loss:0.0010904, Val MRR:0.40046, wikidata12k_both
2023-06-05 01:18:17,076 - wikidata12k_both - [INFO] - [E:26| 1000]: Train Loss:0.0010901, Val MRR:0.40046, wikidata12k_both
2023-06-05 01:20:24,336 - wikidata12k_both - [INFO] - [E:26| 1100]: Train Loss:0.00109, Val MRR:0.40046, wikidata12k_both
2023-06-05 01:22:31,350 - wikidata12k_both - [INFO] - [E:26| 1200]: Train Loss:0.0010901, Val MRR:0.40046, wikidata12k_both
2023-06-05 01:24:38,482 - wikidata12k_both - [INFO] - [E:26| 1300]: Train Loss:0.00109, Val MRR:0.40046, wikidata12k_both
2023-06-05 01:26:45,506 - wikidata12k_both - [INFO] - [E:26| 1400]: Train Loss:0.0010898, Val MRR:0.40046, wikidata12k_both
2023-06-05 01:28:52,665 - wikidata12k_both - [INFO] - [E:26| 1500]: Train Loss:0.0010896, Val MRR:0.40046, wikidata12k_both
2023-06-05 01:30:59,754 - wikidata12k_both - [INFO] - [E:26| 1600]: Train Loss:0.0010901, Val MRR:0.40046, wikidata12k_both
2023-06-05 01:32:22,747 - wikidata12k_both - [INFO] - [Epoch:26]: Training Loss:0.00109
2023-06-05 01:32:23,221 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 01:33:08,161 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 01:33:21,992 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 01:34:07,218 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 01:34:20,643 - wikidata12k_both - [INFO] - [Evaluating Epoch 26 valid]:
MRR: Tail : 0.48483, Head : 0.32562, Avg : 0.40522
2023-06-05 01:34:22,095 - wikidata12k_both - [INFO] - [Epoch 26]: Training Loss: 0.0010903, Valid MRR: 0.40522,
2023-06-05 01:34:23,353 - wikidata12k_both - [INFO] - [E:27| 0]: Train Loss:0.001129, Val MRR:0.40522, wikidata12k_both
2023-06-05 01:36:16,174 - wikidata12k_both - [INFO] - [E:27| 100]: Train Loss:0.0010905, Val MRR:0.40522, wikidata12k_both
2023-06-05 01:37:46,882 - wikidata12k_both - [INFO] - [E:27| 200]: Train Loss:0.0010903, Val MRR:0.40522, wikidata12k_both
2023-06-05 01:39:42,869 - wikidata12k_both - [INFO] - [E:27| 300]: Train Loss:0.0010879, Val MRR:0.40522, wikidata12k_both
2023-06-05 01:41:49,775 - wikidata12k_both - [INFO] - [E:27| 400]: Train Loss:0.001087, Val MRR:0.40522, wikidata12k_both
2023-06-05 01:43:56,957 - wikidata12k_both - [INFO] - [E:27| 500]: Train Loss:0.0010869, Val MRR:0.40522, wikidata12k_both
2023-06-05 01:46:04,216 - wikidata12k_both - [INFO] - [E:27| 600]: Train Loss:0.0010884, Val MRR:0.40522, wikidata12k_both
2023-06-05 01:48:11,332 - wikidata12k_both - [INFO] - [E:27| 700]: Train Loss:0.0010888, Val MRR:0.40522, wikidata12k_both
2023-06-05 01:50:18,645 - wikidata12k_both - [INFO] - [E:27| 800]: Train Loss:0.0010879, Val MRR:0.40522, wikidata12k_both
2023-06-05 01:52:25,706 - wikidata12k_both - [INFO] - [E:27| 900]: Train Loss:0.0010876, Val MRR:0.40522, wikidata12k_both
2023-06-05 01:54:32,462 - wikidata12k_both - [INFO] - [E:27| 1000]: Train Loss:0.0010878, Val MRR:0.40522, wikidata12k_both
2023-06-05 01:56:39,606 - wikidata12k_both - [INFO] - [E:27| 1100]: Train Loss:0.0010872, Val MRR:0.40522, wikidata12k_both
2023-06-05 01:58:16,986 - wikidata12k_both - [INFO] - [E:27| 1200]: Train Loss:0.0010873, Val MRR:0.40522, wikidata12k_both
2023-06-05 01:59:51,953 - wikidata12k_both - [INFO] - [E:27| 1300]: Train Loss:0.0010869, Val MRR:0.40522, wikidata12k_both
2023-06-05 02:01:59,091 - wikidata12k_both - [INFO] - [E:27| 1400]: Train Loss:0.0010867, Val MRR:0.40522, wikidata12k_both
2023-06-05 02:04:06,476 - wikidata12k_both - [INFO] - [E:27| 1500]: Train Loss:0.0010871, Val MRR:0.40522, wikidata12k_both
2023-06-05 02:06:13,789 - wikidata12k_both - [INFO] - [E:27| 1600]: Train Loss:0.0010866, Val MRR:0.40522, wikidata12k_both
2023-06-05 02:07:37,035 - wikidata12k_both - [INFO] - [Epoch:27]: Training Loss:0.001086
2023-06-05 02:07:37,530 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 02:08:22,384 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 02:08:36,124 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 02:09:21,463 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 02:09:34,915 - wikidata12k_both - [INFO] - [Evaluating Epoch 27 valid]:
MRR: Tail : 0.48651, Head : 0.27869, Avg : 0.3826
2023-06-05 02:09:34,916 - wikidata12k_both - [INFO] - [Epoch 27]: Training Loss: 0.0010865, Valid MRR: 0.40522,
2023-06-05 02:09:36,217 - wikidata12k_both - [INFO] - [E:28| 0]: Train Loss:0.0010786, Val MRR:0.40522, wikidata12k_both
2023-06-05 02:11:43,186 - wikidata12k_both - [INFO] - [E:28| 100]: Train Loss:0.0010789, Val MRR:0.40522, wikidata12k_both
2023-06-05 02:13:50,710 - wikidata12k_both - [INFO] - [E:28| 200]: Train Loss:0.0010801, Val MRR:0.40522, wikidata12k_both
2023-06-05 02:15:58,117 - wikidata12k_both - [INFO] - [E:28| 300]: Train Loss:0.0010809, Val MRR:0.40522, wikidata12k_both
2023-06-05 02:18:05,619 - wikidata12k_both - [INFO] - [E:28| 400]: Train Loss:0.0010793, Val MRR:0.40522, wikidata12k_both
2023-06-05 02:19:40,755 - wikidata12k_both - [INFO] - [E:28| 500]: Train Loss:0.0010787, Val MRR:0.40522, wikidata12k_both
2023-06-05 02:21:18,079 - wikidata12k_both - [INFO] - [E:28| 600]: Train Loss:0.0010786, Val MRR:0.40522, wikidata12k_both
2023-06-05 02:23:25,576 - wikidata12k_both - [INFO] - [E:28| 700]: Train Loss:0.0010782, Val MRR:0.40522, wikidata12k_both
2023-06-05 02:25:33,023 - wikidata12k_both - [INFO] - [E:28| 800]: Train Loss:0.0010787, Val MRR:0.40522, wikidata12k_both
2023-06-05 02:27:40,213 - wikidata12k_both - [INFO] - [E:28| 900]: Train Loss:0.0010795, Val MRR:0.40522, wikidata12k_both
2023-06-05 02:29:47,281 - wikidata12k_both - [INFO] - [E:28| 1000]: Train Loss:0.00108, Val MRR:0.40522, wikidata12k_both
2023-06-05 02:31:54,255 - wikidata12k_both - [INFO] - [E:28| 1100]: Train Loss:0.00108, Val MRR:0.40522, wikidata12k_both
2023-06-05 02:34:01,239 - wikidata12k_both - [INFO] - [E:28| 1200]: Train Loss:0.0010802, Val MRR:0.40522, wikidata12k_both
2023-06-05 02:36:08,669 - wikidata12k_both - [INFO] - [E:28| 1300]: Train Loss:0.0010805, Val MRR:0.40522, wikidata12k_both
2023-06-05 05:39:23,852 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': True, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': False, 'grid_search': False}
2023-06-05 05:39:32,537 - wikidata12k_both - [INFO] - Successfully Loaded previous model
2023-06-05 05:39:35,160 - wikidata12k_both - [INFO] - [E:0| 0]: Train Loss:0.0010987, Val MRR:0.40522, wikidata12k_both
2023-06-05 05:40:40,156 - wikidata12k_both - [INFO] - [E:0| 100]: Train Loss:0.0010957, Val MRR:0.40522, wikidata12k_both
2023-06-05 05:41:45,248 - wikidata12k_both - [INFO] - [E:0| 200]: Train Loss:0.0010913, Val MRR:0.40522, wikidata12k_both
2023-06-05 05:42:50,235 - wikidata12k_both - [INFO] - [E:0| 300]: Train Loss:0.0010886, Val MRR:0.40522, wikidata12k_both
2023-06-05 05:43:55,156 - wikidata12k_both - [INFO] - [E:0| 400]: Train Loss:0.0010864, Val MRR:0.40522, wikidata12k_both
2023-06-05 05:45:00,140 - wikidata12k_both - [INFO] - [E:0| 500]: Train Loss:0.0010857, Val MRR:0.40522, wikidata12k_both
2023-06-05 05:46:05,257 - wikidata12k_both - [INFO] - [E:0| 600]: Train Loss:0.0010847, Val MRR:0.40522, wikidata12k_both
2023-06-05 05:47:10,450 - wikidata12k_both - [INFO] - [E:0| 700]: Train Loss:0.0010857, Val MRR:0.40522, wikidata12k_both
2023-06-05 05:48:15,632 - wikidata12k_both - [INFO] - [E:0| 800]: Train Loss:0.0010851, Val MRR:0.40522, wikidata12k_both
2023-06-05 05:49:20,907 - wikidata12k_both - [INFO] - [E:0| 900]: Train Loss:0.0010849, Val MRR:0.40522, wikidata12k_both
2023-06-05 05:50:26,212 - wikidata12k_both - [INFO] - [E:0| 1000]: Train Loss:0.0010855, Val MRR:0.40522, wikidata12k_both
2023-06-05 05:51:31,548 - wikidata12k_both - [INFO] - [E:0| 1100]: Train Loss:0.0010861, Val MRR:0.40522, wikidata12k_both
2023-06-05 05:52:36,890 - wikidata12k_both - [INFO] - [E:0| 1200]: Train Loss:0.0010866, Val MRR:0.40522, wikidata12k_both
2023-06-05 05:53:42,224 - wikidata12k_both - [INFO] - [E:0| 1300]: Train Loss:0.0010866, Val MRR:0.40522, wikidata12k_both
2023-06-05 05:54:47,566 - wikidata12k_both - [INFO] - [E:0| 1400]: Train Loss:0.0010868, Val MRR:0.40522, wikidata12k_both
2023-06-05 05:55:52,935 - wikidata12k_both - [INFO] - [E:0| 1500]: Train Loss:0.0010868, Val MRR:0.40522, wikidata12k_both
2023-06-05 05:56:58,212 - wikidata12k_both - [INFO] - [E:0| 1600]: Train Loss:0.0010864, Val MRR:0.40522, wikidata12k_both
2023-06-05 05:57:40,934 - wikidata12k_both - [INFO] - [Epoch:0]: Training Loss:0.001086
2023-06-05 05:57:41,157 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 05:58:03,209 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 05:58:09,966 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 05:58:32,257 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 05:58:38,843 - wikidata12k_both - [INFO] - [Evaluating Epoch 0 valid]:
MRR: Tail : 0.48209, Head : 0.33225, Avg : 0.40717
2023-06-05 05:58:40,093 - wikidata12k_both - [INFO] - [Epoch 0]: Training Loss: 0.0010864, Valid MRR: 0.40717,
2023-06-05 05:58:40,760 - wikidata12k_both - [INFO] - [E:1| 0]: Train Loss:0.0010528, Val MRR:0.40717, wikidata12k_both
2023-06-05 05:59:45,878 - wikidata12k_both - [INFO] - [E:1| 100]: Train Loss:0.0010869, Val MRR:0.40717, wikidata12k_both
2023-06-05 06:00:51,164 - wikidata12k_both - [INFO] - [E:1| 200]: Train Loss:0.0010837, Val MRR:0.40717, wikidata12k_both
2023-06-05 06:01:56,424 - wikidata12k_both - [INFO] - [E:1| 300]: Train Loss:0.0010834, Val MRR:0.40717, wikidata12k_both
2023-06-05 06:03:01,842 - wikidata12k_both - [INFO] - [E:1| 400]: Train Loss:0.0010823, Val MRR:0.40717, wikidata12k_both
2023-06-05 06:04:07,236 - wikidata12k_both - [INFO] - [E:1| 500]: Train Loss:0.0010815, Val MRR:0.40717, wikidata12k_both
2023-06-05 06:05:12,626 - wikidata12k_both - [INFO] - [E:1| 600]: Train Loss:0.0010809, Val MRR:0.40717, wikidata12k_both
2023-06-05 06:06:18,050 - wikidata12k_both - [INFO] - [E:1| 700]: Train Loss:0.0010812, Val MRR:0.40717, wikidata12k_both
2023-06-05 06:07:23,509 - wikidata12k_both - [INFO] - [E:1| 800]: Train Loss:0.001081, Val MRR:0.40717, wikidata12k_both
2023-06-05 06:08:28,981 - wikidata12k_both - [INFO] - [E:1| 900]: Train Loss:0.0010808, Val MRR:0.40717, wikidata12k_both
2023-06-05 06:09:34,381 - wikidata12k_both - [INFO] - [E:1| 1000]: Train Loss:0.0010813, Val MRR:0.40717, wikidata12k_both
2023-06-05 06:10:39,871 - wikidata12k_both - [INFO] - [E:1| 1100]: Train Loss:0.0010818, Val MRR:0.40717, wikidata12k_both
2023-06-05 06:11:45,350 - wikidata12k_both - [INFO] - [E:1| 1200]: Train Loss:0.0010815, Val MRR:0.40717, wikidata12k_both
2023-06-05 06:12:50,813 - wikidata12k_both - [INFO] - [E:1| 1300]: Train Loss:0.0010816, Val MRR:0.40717, wikidata12k_both
2023-06-05 06:13:56,711 - wikidata12k_both - [INFO] - [E:1| 1400]: Train Loss:0.0010816, Val MRR:0.40717, wikidata12k_both
2023-06-05 06:15:02,535 - wikidata12k_both - [INFO] - [E:1| 1500]: Train Loss:0.0010816, Val MRR:0.40717, wikidata12k_both
2023-06-05 06:16:07,952 - wikidata12k_both - [INFO] - [E:1| 1600]: Train Loss:0.0010817, Val MRR:0.40717, wikidata12k_both
2023-06-05 06:16:50,708 - wikidata12k_both - [INFO] - [Epoch:1]: Training Loss:0.001082
2023-06-05 06:16:50,934 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 06:17:13,026 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 06:17:19,775 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 06:17:42,102 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 06:17:48,701 - wikidata12k_both - [INFO] - [Evaluating Epoch 1 valid]:
MRR: Tail : 0.49021, Head : 0.32805, Avg : 0.40913
2023-06-05 06:17:50,128 - wikidata12k_both - [INFO] - [Epoch 1]: Training Loss: 0.0010815, Valid MRR: 0.40913,
2023-06-05 06:17:50,820 - wikidata12k_both - [INFO] - [E:2| 0]: Train Loss:0.0010627, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:18:56,221 - wikidata12k_both - [INFO] - [E:2| 100]: Train Loss:0.0010763, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:20:01,672 - wikidata12k_both - [INFO] - [E:2| 200]: Train Loss:0.0010745, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:21:07,100 - wikidata12k_both - [INFO] - [E:2| 300]: Train Loss:0.001074, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:22:12,601 - wikidata12k_both - [INFO] - [E:2| 400]: Train Loss:0.0010743, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:23:18,099 - wikidata12k_both - [INFO] - [E:2| 500]: Train Loss:0.0010745, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:24:23,530 - wikidata12k_both - [INFO] - [E:2| 600]: Train Loss:0.0010752, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:25:29,037 - wikidata12k_both - [INFO] - [E:2| 700]: Train Loss:0.0010746, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:26:34,536 - wikidata12k_both - [INFO] - [E:2| 800]: Train Loss:0.0010754, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:27:40,068 - wikidata12k_both - [INFO] - [E:2| 900]: Train Loss:0.0010758, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:28:45,654 - wikidata12k_both - [INFO] - [E:2| 1000]: Train Loss:0.0010758, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:29:51,615 - wikidata12k_both - [INFO] - [E:2| 1100]: Train Loss:0.0010765, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:30:57,090 - wikidata12k_both - [INFO] - [E:2| 1200]: Train Loss:0.0010766, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:32:02,494 - wikidata12k_both - [INFO] - [E:2| 1300]: Train Loss:0.0010769, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:33:08,018 - wikidata12k_both - [INFO] - [E:2| 1400]: Train Loss:0.0010767, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:34:13,554 - wikidata12k_both - [INFO] - [E:2| 1500]: Train Loss:0.0010768, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:35:19,040 - wikidata12k_both - [INFO] - [E:2| 1600]: Train Loss:0.0010766, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:36:01,876 - wikidata12k_both - [INFO] - [Epoch:2]: Training Loss:0.001077
2023-06-05 06:36:02,104 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 06:36:24,223 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 06:36:30,974 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 06:36:53,341 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 06:36:59,955 - wikidata12k_both - [INFO] - [Evaluating Epoch 2 valid]:
MRR: Tail : 0.48838, Head : 0.30476, Avg : 0.39657
2023-06-05 06:36:59,955 - wikidata12k_both - [INFO] - [Epoch 2]: Training Loss: 0.0010769, Valid MRR: 0.40913,
2023-06-05 06:37:00,618 - wikidata12k_both - [INFO] - [E:3| 0]: Train Loss:0.0010572, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:38:06,124 - wikidata12k_both - [INFO] - [E:3| 100]: Train Loss:0.0010662, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:39:11,581 - wikidata12k_both - [INFO] - [E:3| 200]: Train Loss:0.001068, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:40:17,101 - wikidata12k_both - [INFO] - [E:3| 300]: Train Loss:0.0010715, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:41:22,631 - wikidata12k_both - [INFO] - [E:3| 400]: Train Loss:0.0010715, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:42:28,110 - wikidata12k_both - [INFO] - [E:3| 500]: Train Loss:0.0010714, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:43:33,649 - wikidata12k_both - [INFO] - [E:3| 600]: Train Loss:0.0010713, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:44:39,628 - wikidata12k_both - [INFO] - [E:3| 700]: Train Loss:0.0010718, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:45:45,364 - wikidata12k_both - [INFO] - [E:3| 800]: Train Loss:0.0010721, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:46:50,816 - wikidata12k_both - [INFO] - [E:3| 900]: Train Loss:0.0010726, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:47:56,275 - wikidata12k_both - [INFO] - [E:3| 1000]: Train Loss:0.0010726, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:49:01,743 - wikidata12k_both - [INFO] - [E:3| 1100]: Train Loss:0.0010733, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:50:07,229 - wikidata12k_both - [INFO] - [E:3| 1200]: Train Loss:0.0010732, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:51:12,703 - wikidata12k_both - [INFO] - [E:3| 1300]: Train Loss:0.0010732, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:52:18,133 - wikidata12k_both - [INFO] - [E:3| 1400]: Train Loss:0.0010734, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:53:23,623 - wikidata12k_both - [INFO] - [E:3| 1500]: Train Loss:0.0010737, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:54:29,212 - wikidata12k_both - [INFO] - [E:3| 1600]: Train Loss:0.0010737, Val MRR:0.40913, wikidata12k_both
2023-06-05 06:55:12,029 - wikidata12k_both - [INFO] - [Epoch:3]: Training Loss:0.001074
2023-06-05 06:55:12,251 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 06:55:34,371 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 06:55:41,138 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 06:56:03,518 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 06:56:10,132 - wikidata12k_both - [INFO] - [Evaluating Epoch 3 valid]:
MRR: Tail : 0.49813, Head : 0.32343, Avg : 0.41078
2023-06-05 06:56:11,306 - wikidata12k_both - [INFO] - [Epoch 3]: Training Loss: 0.0010739, Valid MRR: 0.41078,
2023-06-05 06:56:11,981 - wikidata12k_both - [INFO] - [E:4| 0]: Train Loss:0.001107, Val MRR:0.41078, wikidata12k_both
2023-06-05 06:57:17,421 - wikidata12k_both - [INFO] - [E:4| 100]: Train Loss:0.0010694, Val MRR:0.41078, wikidata12k_both
2023-06-05 06:58:22,971 - wikidata12k_both - [INFO] - [E:4| 200]: Train Loss:0.0010674, Val MRR:0.41078, wikidata12k_both
2023-06-05 06:59:28,787 - wikidata12k_both - [INFO] - [E:4| 300]: Train Loss:0.0010682, Val MRR:0.41078, wikidata12k_both
2023-06-05 07:00:34,669 - wikidata12k_both - [INFO] - [E:4| 400]: Train Loss:0.001069, Val MRR:0.41078, wikidata12k_both
2023-06-05 07:01:40,107 - wikidata12k_both - [INFO] - [E:4| 500]: Train Loss:0.0010686, Val MRR:0.41078, wikidata12k_both
2023-06-05 07:02:45,662 - wikidata12k_both - [INFO] - [E:4| 600]: Train Loss:0.0010691, Val MRR:0.41078, wikidata12k_both
2023-06-05 07:03:51,152 - wikidata12k_both - [INFO] - [E:4| 700]: Train Loss:0.0010696, Val MRR:0.41078, wikidata12k_both
2023-06-05 07:04:56,642 - wikidata12k_both - [INFO] - [E:4| 800]: Train Loss:0.0010695, Val MRR:0.41078, wikidata12k_both
2023-06-05 07:06:02,133 - wikidata12k_both - [INFO] - [E:4| 900]: Train Loss:0.0010697, Val MRR:0.41078, wikidata12k_both
2023-06-05 07:07:07,669 - wikidata12k_both - [INFO] - [E:4| 1000]: Train Loss:0.00107, Val MRR:0.41078, wikidata12k_both
2023-06-05 07:08:13,198 - wikidata12k_both - [INFO] - [E:4| 1100]: Train Loss:0.0010695, Val MRR:0.41078, wikidata12k_both
2023-06-05 07:09:18,766 - wikidata12k_both - [INFO] - [E:4| 1200]: Train Loss:0.0010692, Val MRR:0.41078, wikidata12k_both
2023-06-05 07:10:24,282 - wikidata12k_both - [INFO] - [E:4| 1300]: Train Loss:0.0010693, Val MRR:0.41078, wikidata12k_both
2023-06-05 07:11:29,762 - wikidata12k_both - [INFO] - [E:4| 1400]: Train Loss:0.0010694, Val MRR:0.41078, wikidata12k_both
2023-06-05 07:12:35,181 - wikidata12k_both - [INFO] - [E:4| 1500]: Train Loss:0.0010692, Val MRR:0.41078, wikidata12k_both
2023-06-05 07:13:40,656 - wikidata12k_both - [INFO] - [E:4| 1600]: Train Loss:0.0010693, Val MRR:0.41078, wikidata12k_both
2023-06-05 07:14:23,424 - wikidata12k_both - [INFO] - [Epoch:4]: Training Loss:0.001069
2023-06-05 07:14:23,649 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 07:14:45,768 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 07:14:52,533 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 07:15:14,913 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 07:15:21,526 - wikidata12k_both - [INFO] - [Evaluating Epoch 4 valid]:
MRR: Tail : 0.49841, Head : 0.33236, Avg : 0.41538
2023-06-05 07:15:22,730 - wikidata12k_both - [INFO] - [Epoch 4]: Training Loss: 0.0010694, Valid MRR: 0.41538,
2023-06-05 07:15:23,397 - wikidata12k_both - [INFO] - [E:5| 0]: Train Loss:0.0010558, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:16:28,638 - wikidata12k_both - [INFO] - [E:5| 100]: Train Loss:0.001065, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:17:34,035 - wikidata12k_both - [INFO] - [E:5| 200]: Train Loss:0.0010647, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:18:39,444 - wikidata12k_both - [INFO] - [E:5| 300]: Train Loss:0.0010665, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:19:44,926 - wikidata12k_both - [INFO] - [E:5| 400]: Train Loss:0.0010676, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:20:50,497 - wikidata12k_both - [INFO] - [E:5| 500]: Train Loss:0.0010677, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:21:55,972 - wikidata12k_both - [INFO] - [E:5| 600]: Train Loss:0.0010678, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:23:01,456 - wikidata12k_both - [INFO] - [E:5| 700]: Train Loss:0.0010676, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:24:07,044 - wikidata12k_both - [INFO] - [E:5| 800]: Train Loss:0.0010677, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:25:12,520 - wikidata12k_both - [INFO] - [E:5| 900]: Train Loss:0.0010682, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:26:18,082 - wikidata12k_both - [INFO] - [E:5| 1000]: Train Loss:0.0010684, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:27:23,648 - wikidata12k_both - [INFO] - [E:5| 1100]: Train Loss:0.0010683, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:28:29,178 - wikidata12k_both - [INFO] - [E:5| 1200]: Train Loss:0.0010679, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:29:34,770 - wikidata12k_both - [INFO] - [E:5| 1300]: Train Loss:0.0010675, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:30:40,642 - wikidata12k_both - [INFO] - [E:5| 1400]: Train Loss:0.0010672, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:31:46,444 - wikidata12k_both - [INFO] - [E:5| 1500]: Train Loss:0.0010669, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:32:51,919 - wikidata12k_both - [INFO] - [E:5| 1600]: Train Loss:0.0010667, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:33:34,656 - wikidata12k_both - [INFO] - [Epoch:5]: Training Loss:0.001067
2023-06-05 07:33:34,882 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 07:33:56,970 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 07:34:03,717 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 07:34:26,057 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 07:34:32,674 - wikidata12k_both - [INFO] - [Evaluating Epoch 5 valid]:
MRR: Tail : 0.49585, Head : 0.32999, Avg : 0.41292
2023-06-05 07:34:32,674 - wikidata12k_both - [INFO] - [Epoch 5]: Training Loss: 0.0010666, Valid MRR: 0.41538,
2023-06-05 07:34:33,357 - wikidata12k_both - [INFO] - [E:6| 0]: Train Loss:0.0010328, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:35:38,901 - wikidata12k_both - [INFO] - [E:6| 100]: Train Loss:0.0010616, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:36:44,383 - wikidata12k_both - [INFO] - [E:6| 200]: Train Loss:0.0010616, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:37:49,860 - wikidata12k_both - [INFO] - [E:6| 300]: Train Loss:0.0010629, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:38:55,356 - wikidata12k_both - [INFO] - [E:6| 400]: Train Loss:0.0010631, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:40:00,870 - wikidata12k_both - [INFO] - [E:6| 500]: Train Loss:0.0010642, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:41:06,376 - wikidata12k_both - [INFO] - [E:6| 600]: Train Loss:0.0010639, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:42:11,914 - wikidata12k_both - [INFO] - [E:6| 700]: Train Loss:0.0010642, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:43:17,441 - wikidata12k_both - [INFO] - [E:6| 800]: Train Loss:0.0010641, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:44:22,933 - wikidata12k_both - [INFO] - [E:6| 900]: Train Loss:0.0010647, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:45:28,398 - wikidata12k_both - [INFO] - [E:6| 1000]: Train Loss:0.0010642, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:46:33,882 - wikidata12k_both - [INFO] - [E:6| 1100]: Train Loss:0.0010642, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:47:39,154 - wikidata12k_both - [INFO] - [E:6| 1200]: Train Loss:0.0010638, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:48:44,496 - wikidata12k_both - [INFO] - [E:6| 1300]: Train Loss:0.0010638, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:49:49,860 - wikidata12k_both - [INFO] - [E:6| 1400]: Train Loss:0.0010634, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:50:55,223 - wikidata12k_both - [INFO] - [E:6| 1500]: Train Loss:0.0010635, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:52:00,590 - wikidata12k_both - [INFO] - [E:6| 1600]: Train Loss:0.0010633, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:52:43,255 - wikidata12k_both - [INFO] - [Epoch:6]: Training Loss:0.001063
2023-06-05 07:52:43,481 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 07:53:05,580 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 07:53:12,353 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 07:53:34,685 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 07:53:41,276 - wikidata12k_both - [INFO] - [Evaluating Epoch 6 valid]:
MRR: Tail : 0.49542, Head : 0.30351, Avg : 0.39947
2023-06-05 07:53:41,276 - wikidata12k_both - [INFO] - [Epoch 6]: Training Loss: 0.0010632, Valid MRR: 0.41538,
2023-06-05 07:53:41,954 - wikidata12k_both - [INFO] - [E:7| 0]: Train Loss:0.0010126, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:54:47,372 - wikidata12k_both - [INFO] - [E:7| 100]: Train Loss:0.0010544, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:55:52,792 - wikidata12k_both - [INFO] - [E:7| 200]: Train Loss:0.0010538, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:56:58,167 - wikidata12k_both - [INFO] - [E:7| 300]: Train Loss:0.0010536, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:58:03,552 - wikidata12k_both - [INFO] - [E:7| 400]: Train Loss:0.0010549, Val MRR:0.41538, wikidata12k_both
2023-06-05 07:59:08,985 - wikidata12k_both - [INFO] - [E:7| 500]: Train Loss:0.0010568, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:00:14,432 - wikidata12k_both - [INFO] - [E:7| 600]: Train Loss:0.0010569, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:01:19,797 - wikidata12k_both - [INFO] - [E:7| 700]: Train Loss:0.0010563, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:02:25,063 - wikidata12k_both - [INFO] - [E:7| 800]: Train Loss:0.0010571, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:03:30,249 - wikidata12k_both - [INFO] - [E:7| 900]: Train Loss:0.0010575, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:04:35,452 - wikidata12k_both - [INFO] - [E:7| 1000]: Train Loss:0.0010585, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:05:40,796 - wikidata12k_both - [INFO] - [E:7| 1100]: Train Loss:0.0010586, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:06:46,106 - wikidata12k_both - [INFO] - [E:7| 1200]: Train Loss:0.0010589, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:07:51,461 - wikidata12k_both - [INFO] - [E:7| 1300]: Train Loss:0.0010595, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:08:56,822 - wikidata12k_both - [INFO] - [E:7| 1400]: Train Loss:0.0010595, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:10:02,158 - wikidata12k_both - [INFO] - [E:7| 1500]: Train Loss:0.0010592, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:11:07,580 - wikidata12k_both - [INFO] - [E:7| 1600]: Train Loss:0.0010592, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:11:50,370 - wikidata12k_both - [INFO] - [Epoch:7]: Training Loss:0.001059
2023-06-05 08:11:50,594 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 08:12:12,759 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 08:12:19,537 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 08:12:41,882 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 08:12:48,493 - wikidata12k_both - [INFO] - [Evaluating Epoch 7 valid]:
MRR: Tail : 0.4968, Head : 0.33019, Avg : 0.41349
2023-06-05 08:12:48,493 - wikidata12k_both - [INFO] - [Epoch 7]: Training Loss: 0.0010595, Valid MRR: 0.41538,
2023-06-05 08:12:49,172 - wikidata12k_both - [INFO] - [E:8| 0]: Train Loss:0.0010927, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:13:54,565 - wikidata12k_both - [INFO] - [E:8| 100]: Train Loss:0.001054, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:14:59,990 - wikidata12k_both - [INFO] - [E:8| 200]: Train Loss:0.0010534, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:16:05,443 - wikidata12k_both - [INFO] - [E:8| 300]: Train Loss:0.0010506, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:17:10,708 - wikidata12k_both - [INFO] - [E:8| 400]: Train Loss:0.0010531, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:18:15,937 - wikidata12k_both - [INFO] - [E:8| 500]: Train Loss:0.0010539, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:19:21,234 - wikidata12k_both - [INFO] - [E:8| 600]: Train Loss:0.001054, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:20:26,482 - wikidata12k_both - [INFO] - [E:8| 700]: Train Loss:0.0010538, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:21:31,792 - wikidata12k_both - [INFO] - [E:8| 800]: Train Loss:0.0010549, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:22:37,117 - wikidata12k_both - [INFO] - [E:8| 900]: Train Loss:0.0010552, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:23:42,432 - wikidata12k_both - [INFO] - [E:8| 1000]: Train Loss:0.0010549, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:24:47,741 - wikidata12k_both - [INFO] - [E:8| 1100]: Train Loss:0.0010556, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:25:53,135 - wikidata12k_both - [INFO] - [E:8| 1200]: Train Loss:0.0010559, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:26:58,573 - wikidata12k_both - [INFO] - [E:8| 1300]: Train Loss:0.0010558, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:28:03,981 - wikidata12k_both - [INFO] - [E:8| 1400]: Train Loss:0.0010555, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:29:09,432 - wikidata12k_both - [INFO] - [E:8| 1500]: Train Loss:0.0010557, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:30:14,945 - wikidata12k_both - [INFO] - [E:8| 1600]: Train Loss:0.0010553, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:30:57,669 - wikidata12k_both - [INFO] - [Epoch:8]: Training Loss:0.001056
2023-06-05 08:30:57,896 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 08:31:20,051 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 08:31:26,821 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 08:31:49,151 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 08:31:55,736 - wikidata12k_both - [INFO] - [Evaluating Epoch 8 valid]:
MRR: Tail : 0.49745, Head : 0.32953, Avg : 0.41349
2023-06-05 08:31:55,736 - wikidata12k_both - [INFO] - [Epoch 8]: Training Loss: 0.0010558, Valid MRR: 0.41538,
2023-06-05 08:31:56,408 - wikidata12k_both - [INFO] - [E:9| 0]: Train Loss:0.0010514, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:33:01,754 - wikidata12k_both - [INFO] - [E:9| 100]: Train Loss:0.001051, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:34:06,973 - wikidata12k_both - [INFO] - [E:9| 200]: Train Loss:0.0010533, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:35:12,306 - wikidata12k_both - [INFO] - [E:9| 300]: Train Loss:0.0010523, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:36:17,693 - wikidata12k_both - [INFO] - [E:9| 400]: Train Loss:0.0010509, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:37:23,056 - wikidata12k_both - [INFO] - [E:9| 500]: Train Loss:0.0010511, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:38:28,543 - wikidata12k_both - [INFO] - [E:9| 600]: Train Loss:0.0010523, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:39:34,125 - wikidata12k_both - [INFO] - [E:9| 700]: Train Loss:0.0010526, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:40:39,587 - wikidata12k_both - [INFO] - [E:9| 800]: Train Loss:0.0010529, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:41:45,040 - wikidata12k_both - [INFO] - [E:9| 900]: Train Loss:0.0010529, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:42:50,624 - wikidata12k_both - [INFO] - [E:9| 1000]: Train Loss:0.0010529, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:43:56,102 - wikidata12k_both - [INFO] - [E:9| 1100]: Train Loss:0.0010529, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:45:01,640 - wikidata12k_both - [INFO] - [E:9| 1200]: Train Loss:0.001053, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:46:07,200 - wikidata12k_both - [INFO] - [E:9| 1300]: Train Loss:0.0010529, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:47:12,804 - wikidata12k_both - [INFO] - [E:9| 1400]: Train Loss:0.0010528, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:48:18,573 - wikidata12k_both - [INFO] - [E:9| 1500]: Train Loss:0.0010527, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:49:24,569 - wikidata12k_both - [INFO] - [E:9| 1600]: Train Loss:0.0010531, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:50:07,313 - wikidata12k_both - [INFO] - [Epoch:9]: Training Loss:0.001053
2023-06-05 08:50:07,540 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 08:50:29,691 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 08:50:36,463 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 08:50:58,896 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 08:51:05,524 - wikidata12k_both - [INFO] - [Evaluating Epoch 9 valid]:
MRR: Tail : 0.50058, Head : 0.32652, Avg : 0.41355
MR: Tail : 340.86, Head : 362.37, Avg : 351.61
Hit-1: Tail : 0.4048, Head : 0.22553, Avg : 0.31517
Hit-3: Tail : 0.55067, Head : 0.37326, Avg : 0.46196
Hit-10: Tail : 0.67822, Head : 0.53121, Avg : 0.60472
2023-06-05 08:51:05,524 - wikidata12k_both - [INFO] - [Epoch 9]: Training Loss: 0.0010531, Valid MRR: 0.41538,
2023-06-05 08:51:06,192 - wikidata12k_both - [INFO] - [E:10| 0]: Train Loss:0.0010474, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:52:11,602 - wikidata12k_both - [INFO] - [E:10| 100]: Train Loss:0.0010472, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:53:17,061 - wikidata12k_both - [INFO] - [E:10| 200]: Train Loss:0.001048, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:54:22,586 - wikidata12k_both - [INFO] - [E:10| 300]: Train Loss:0.0010477, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:55:28,157 - wikidata12k_both - [INFO] - [E:10| 400]: Train Loss:0.0010483, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:56:33,706 - wikidata12k_both - [INFO] - [E:10| 500]: Train Loss:0.001048, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:57:39,208 - wikidata12k_both - [INFO] - [E:10| 600]: Train Loss:0.0010472, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:58:44,825 - wikidata12k_both - [INFO] - [E:10| 700]: Train Loss:0.0010483, Val MRR:0.41538, wikidata12k_both
2023-06-05 08:59:50,314 - wikidata12k_both - [INFO] - [E:10| 800]: Train Loss:0.0010486, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:00:55,852 - wikidata12k_both - [INFO] - [E:10| 900]: Train Loss:0.0010492, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:02:01,318 - wikidata12k_both - [INFO] - [E:10| 1000]: Train Loss:0.0010498, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:03:06,910 - wikidata12k_both - [INFO] - [E:10| 1100]: Train Loss:0.0010498, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:04:12,959 - wikidata12k_both - [INFO] - [E:10| 1200]: Train Loss:0.0010498, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:05:18,704 - wikidata12k_both - [INFO] - [E:10| 1300]: Train Loss:0.0010495, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:06:24,239 - wikidata12k_both - [INFO] - [E:10| 1400]: Train Loss:0.0010499, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:07:29,706 - wikidata12k_both - [INFO] - [E:10| 1500]: Train Loss:0.0010505, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:08:35,230 - wikidata12k_both - [INFO] - [E:10| 1600]: Train Loss:0.0010503, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:09:18,091 - wikidata12k_both - [INFO] - [Epoch:10]: Training Loss:0.001051
2023-06-05 09:09:18,320 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 09:09:40,466 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 09:09:47,242 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 09:10:09,705 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 09:10:16,329 - wikidata12k_both - [INFO] - [Evaluating Epoch 10 valid]:
MRR: Tail : 0.49848, Head : 0.31056, Avg : 0.40452
2023-06-05 09:10:16,329 - wikidata12k_both - [INFO] - [Epoch 10]: Training Loss: 0.0010508, Valid MRR: 0.41538,
2023-06-05 09:10:17,000 - wikidata12k_both - [INFO] - [E:11| 0]: Train Loss:0.0010344, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:11:22,661 - wikidata12k_both - [INFO] - [E:11| 100]: Train Loss:0.001046, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:12:28,405 - wikidata12k_both - [INFO] - [E:11| 200]: Train Loss:0.0010466, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:13:34,005 - wikidata12k_both - [INFO] - [E:11| 300]: Train Loss:0.0010457, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:14:39,583 - wikidata12k_both - [INFO] - [E:11| 400]: Train Loss:0.0010472, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:15:45,145 - wikidata12k_both - [INFO] - [E:11| 500]: Train Loss:0.0010478, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:16:50,781 - wikidata12k_both - [INFO] - [E:11| 600]: Train Loss:0.0010483, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:17:56,771 - wikidata12k_both - [INFO] - [E:11| 700]: Train Loss:0.0010491, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:19:02,646 - wikidata12k_both - [INFO] - [E:11| 800]: Train Loss:0.0010489, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:20:08,787 - wikidata12k_both - [INFO] - [E:11| 900]: Train Loss:0.0010487, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:21:14,278 - wikidata12k_both - [INFO] - [E:11| 1000]: Train Loss:0.0010481, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:22:19,922 - wikidata12k_both - [INFO] - [E:11| 1100]: Train Loss:0.0010477, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:23:25,401 - wikidata12k_both - [INFO] - [E:11| 1200]: Train Loss:0.0010478, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:24:31,205 - wikidata12k_both - [INFO] - [E:11| 1300]: Train Loss:0.0010479, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:25:36,668 - wikidata12k_both - [INFO] - [E:11| 1400]: Train Loss:0.0010479, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:26:42,148 - wikidata12k_both - [INFO] - [E:11| 1500]: Train Loss:0.0010476, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:27:47,655 - wikidata12k_both - [INFO] - [E:11| 1600]: Train Loss:0.0010475, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:28:30,499 - wikidata12k_both - [INFO] - [Epoch:11]: Training Loss:0.001047
2023-06-05 09:28:30,725 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 09:28:52,842 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 09:28:59,615 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 09:29:21,995 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 09:29:28,620 - wikidata12k_both - [INFO] - [Evaluating Epoch 11 valid]:
MRR: Tail : 0.50159, Head : 0.3192, Avg : 0.4104
2023-06-05 09:29:28,621 - wikidata12k_both - [INFO] - [Epoch 11]: Training Loss: 0.0010475, Valid MRR: 0.41538,
2023-06-05 09:29:29,303 - wikidata12k_both - [INFO] - [E:12| 0]: Train Loss:0.0010252, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:30:35,408 - wikidata12k_both - [INFO] - [E:12| 100]: Train Loss:0.0010456, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:31:40,986 - wikidata12k_both - [INFO] - [E:12| 200]: Train Loss:0.0010455, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:32:46,513 - wikidata12k_both - [INFO] - [E:12| 300]: Train Loss:0.001045, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:33:52,029 - wikidata12k_both - [INFO] - [E:12| 400]: Train Loss:0.0010449, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:34:57,765 - wikidata12k_both - [INFO] - [E:12| 500]: Train Loss:0.0010445, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:36:03,568 - wikidata12k_both - [INFO] - [E:12| 600]: Train Loss:0.0010451, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:37:08,936 - wikidata12k_both - [INFO] - [E:12| 700]: Train Loss:0.0010448, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:38:14,469 - wikidata12k_both - [INFO] - [E:12| 800]: Train Loss:0.0010443, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:39:19,871 - wikidata12k_both - [INFO] - [E:12| 900]: Train Loss:0.0010445, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:40:25,695 - wikidata12k_both - [INFO] - [E:12| 1000]: Train Loss:0.0010443, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:41:31,199 - wikidata12k_both - [INFO] - [E:12| 1100]: Train Loss:0.0010456, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:42:36,726 - wikidata12k_both - [INFO] - [E:12| 1200]: Train Loss:0.0010455, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:43:42,234 - wikidata12k_both - [INFO] - [E:12| 1300]: Train Loss:0.0010456, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:44:47,996 - wikidata12k_both - [INFO] - [E:12| 1400]: Train Loss:0.0010457, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:45:53,484 - wikidata12k_both - [INFO] - [E:12| 1500]: Train Loss:0.0010458, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:46:58,948 - wikidata12k_both - [INFO] - [E:12| 1600]: Train Loss:0.0010461, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:47:41,766 - wikidata12k_both - [INFO] - [Epoch:12]: Training Loss:0.001046
2023-06-05 09:47:41,988 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 09:48:04,117 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 09:48:10,867 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 09:48:33,259 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 09:48:39,872 - wikidata12k_both - [INFO] - [Evaluating Epoch 12 valid]:
MRR: Tail : 0.5061, Head : 0.28872, Avg : 0.39741
2023-06-05 09:48:39,872 - wikidata12k_both - [INFO] - [Epoch 12]: Training Loss: 0.0010461, Valid MRR: 0.41538,
2023-06-05 09:48:40,566 - wikidata12k_both - [INFO] - [E:13| 0]: Train Loss:0.0010673, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:49:46,238 - wikidata12k_both - [INFO] - [E:13| 100]: Train Loss:0.0010428, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:50:52,180 - wikidata12k_both - [INFO] - [E:13| 200]: Train Loss:0.0010408, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:51:57,545 - wikidata12k_both - [INFO] - [E:13| 300]: Train Loss:0.0010397, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:53:02,918 - wikidata12k_both - [INFO] - [E:13| 400]: Train Loss:0.0010398, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:54:08,327 - wikidata12k_both - [INFO] - [E:13| 500]: Train Loss:0.0010401, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:55:13,836 - wikidata12k_both - [INFO] - [E:13| 600]: Train Loss:0.0010409, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:56:19,311 - wikidata12k_both - [INFO] - [E:13| 700]: Train Loss:0.0010424, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:57:24,766 - wikidata12k_both - [INFO] - [E:13| 800]: Train Loss:0.001043, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:58:30,226 - wikidata12k_both - [INFO] - [E:13| 900]: Train Loss:0.0010428, Val MRR:0.41538, wikidata12k_both
2023-06-05 09:59:35,690 - wikidata12k_both - [INFO] - [E:13| 1000]: Train Loss:0.001043, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:00:41,216 - wikidata12k_both - [INFO] - [E:13| 1100]: Train Loss:0.0010429, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:01:46,729 - wikidata12k_both - [INFO] - [E:13| 1200]: Train Loss:0.0010433, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:02:52,270 - wikidata12k_both - [INFO] - [E:13| 1300]: Train Loss:0.0010434, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:03:57,903 - wikidata12k_both - [INFO] - [E:13| 1400]: Train Loss:0.0010434, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:05:03,395 - wikidata12k_both - [INFO] - [E:13| 1500]: Train Loss:0.0010434, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:06:08,627 - wikidata12k_both - [INFO] - [E:13| 1600]: Train Loss:0.001043, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:06:51,165 - wikidata12k_both - [INFO] - [Epoch:13]: Training Loss:0.001043
2023-06-05 10:06:51,391 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 10:07:13,448 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 10:07:20,189 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 10:07:42,515 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 10:07:49,116 - wikidata12k_both - [INFO] - [Evaluating Epoch 13 valid]:
MRR: Tail : 0.50346, Head : 0.28014, Avg : 0.3918
2023-06-05 10:07:49,117 - wikidata12k_both - [INFO] - [Epoch 13]: Training Loss: 0.0010431, Valid MRR: 0.41538,
2023-06-05 10:07:49,806 - wikidata12k_both - [INFO] - [E:14| 0]: Train Loss:0.001171, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:08:55,282 - wikidata12k_both - [INFO] - [E:14| 100]: Train Loss:0.0010384, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:10:05,870 - wikidata12k_both - [INFO] - [E:14| 200]: Train Loss:0.0010393, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:11:23,518 - wikidata12k_both - [INFO] - [E:14| 300]: Train Loss:0.0010411, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:12:41,170 - wikidata12k_both - [INFO] - [E:14| 400]: Train Loss:0.0010396, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:13:51,093 - wikidata12k_both - [INFO] - [E:14| 500]: Train Loss:0.0010407, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:14:57,550 - wikidata12k_both - [INFO] - [E:14| 600]: Train Loss:0.0010398, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:16:14,878 - wikidata12k_both - [INFO] - [E:14| 700]: Train Loss:0.0010408, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:17:32,241 - wikidata12k_both - [INFO] - [E:14| 800]: Train Loss:0.00104, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:18:49,592 - wikidata12k_both - [INFO] - [E:14| 900]: Train Loss:0.00104, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:19:55,078 - wikidata12k_both - [INFO] - [E:14| 1000]: Train Loss:0.0010398, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:21:00,448 - wikidata12k_both - [INFO] - [E:14| 1100]: Train Loss:0.0010404, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:22:06,142 - wikidata12k_both - [INFO] - [E:14| 1200]: Train Loss:0.0010401, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:23:21,831 - wikidata12k_both - [INFO] - [E:14| 1300]: Train Loss:0.0010405, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:24:39,290 - wikidata12k_both - [INFO] - [E:14| 1400]: Train Loss:0.0010407, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:25:56,666 - wikidata12k_both - [INFO] - [E:14| 1500]: Train Loss:0.0010412, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:27:03,810 - wikidata12k_both - [INFO] - [E:14| 1600]: Train Loss:0.0010409, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:27:46,528 - wikidata12k_both - [INFO] - [Epoch:14]: Training Loss:0.001041
2023-06-05 10:27:46,755 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 10:28:08,829 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 10:28:15,582 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 10:28:37,906 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 10:28:44,509 - wikidata12k_both - [INFO] - [Evaluating Epoch 14 valid]:
MRR: Tail : 0.50029, Head : 0.32082, Avg : 0.41056
2023-06-05 10:28:44,509 - wikidata12k_both - [INFO] - [Epoch 14]: Training Loss: 0.0010406, Valid MRR: 0.41538,
2023-06-05 10:28:45,180 - wikidata12k_both - [INFO] - [E:15| 0]: Train Loss:0.0010285, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:29:50,595 - wikidata12k_both - [INFO] - [E:15| 100]: Train Loss:0.0010406, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:30:55,939 - wikidata12k_both - [INFO] - [E:15| 200]: Train Loss:0.0010374, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:32:01,305 - wikidata12k_both - [INFO] - [E:15| 300]: Train Loss:0.0010388, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:33:06,696 - wikidata12k_both - [INFO] - [E:15| 400]: Train Loss:0.001038, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:34:12,115 - wikidata12k_both - [INFO] - [E:15| 500]: Train Loss:0.0010383, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:35:17,515 - wikidata12k_both - [INFO] - [E:15| 600]: Train Loss:0.0010378, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:36:22,916 - wikidata12k_both - [INFO] - [E:15| 700]: Train Loss:0.0010383, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:37:28,466 - wikidata12k_both - [INFO] - [E:15| 800]: Train Loss:0.001038, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:38:34,363 - wikidata12k_both - [INFO] - [E:15| 900]: Train Loss:0.0010375, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:39:39,734 - wikidata12k_both - [INFO] - [E:15| 1000]: Train Loss:0.0010378, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:40:45,038 - wikidata12k_both - [INFO] - [E:15| 1100]: Train Loss:0.0010372, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:41:50,428 - wikidata12k_both - [INFO] - [E:15| 1200]: Train Loss:0.0010376, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:42:55,835 - wikidata12k_both - [INFO] - [E:15| 1300]: Train Loss:0.0010377, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:44:01,233 - wikidata12k_both - [INFO] - [E:15| 1400]: Train Loss:0.001038, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:45:06,688 - wikidata12k_both - [INFO] - [E:15| 1500]: Train Loss:0.0010378, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:46:12,144 - wikidata12k_both - [INFO] - [E:15| 1600]: Train Loss:0.0010383, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:46:54,952 - wikidata12k_both - [INFO] - [Epoch:15]: Training Loss:0.001038
2023-06-05 10:46:55,177 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 10:47:17,293 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 10:47:24,051 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 10:47:46,449 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 10:47:53,075 - wikidata12k_both - [INFO] - [Evaluating Epoch 15 valid]:
MRR: Tail : 0.50387, Head : 0.31047, Avg : 0.40717
2023-06-05 10:47:53,075 - wikidata12k_both - [INFO] - [Epoch 15]: Training Loss: 0.0010384, Valid MRR: 0.41538,
2023-06-05 10:47:53,751 - wikidata12k_both - [INFO] - [E:16| 0]: Train Loss:0.0010162, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:48:59,177 - wikidata12k_both - [INFO] - [E:16| 100]: Train Loss:0.001039, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:50:04,578 - wikidata12k_both - [INFO] - [E:16| 200]: Train Loss:0.0010392, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:51:09,987 - wikidata12k_both - [INFO] - [E:16| 300]: Train Loss:0.0010371, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:52:15,430 - wikidata12k_both - [INFO] - [E:16| 400]: Train Loss:0.0010379, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:53:21,312 - wikidata12k_both - [INFO] - [E:16| 500]: Train Loss:0.0010379, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:54:26,802 - wikidata12k_both - [INFO] - [E:16| 600]: Train Loss:0.0010372, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:55:32,044 - wikidata12k_both - [INFO] - [E:16| 700]: Train Loss:0.0010366, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:56:37,372 - wikidata12k_both - [INFO] - [E:16| 800]: Train Loss:0.0010362, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:57:42,736 - wikidata12k_both - [INFO] - [E:16| 900]: Train Loss:0.0010366, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:58:47,952 - wikidata12k_both - [INFO] - [E:16| 1000]: Train Loss:0.0010361, Val MRR:0.41538, wikidata12k_both
2023-06-05 10:59:53,190 - wikidata12k_both - [INFO] - [E:16| 1100]: Train Loss:0.0010362, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:00:58,561 - wikidata12k_both - [INFO] - [E:16| 1200]: Train Loss:0.0010362, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:02:03,947 - wikidata12k_both - [INFO] - [E:16| 1300]: Train Loss:0.0010364, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:03:09,317 - wikidata12k_both - [INFO] - [E:16| 1400]: Train Loss:0.0010368, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:04:14,682 - wikidata12k_both - [INFO] - [E:16| 1500]: Train Loss:0.0010365, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:05:20,065 - wikidata12k_both - [INFO] - [E:16| 1600]: Train Loss:0.0010366, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:06:02,777 - wikidata12k_both - [INFO] - [Epoch:16]: Training Loss:0.001037
2023-06-05 11:06:02,999 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 11:06:25,079 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 11:06:31,836 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 11:06:54,178 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 11:07:00,795 - wikidata12k_both - [INFO] - [Evaluating Epoch 16 valid]:
MRR: Tail : 0.50361, Head : 0.26458, Avg : 0.38409
2023-06-05 11:07:00,795 - wikidata12k_both - [INFO] - [Epoch 16]: Training Loss: 0.0010367, Valid MRR: 0.41538,
2023-06-05 11:07:01,464 - wikidata12k_both - [INFO] - [E:17| 0]: Train Loss:0.0010513, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:08:07,242 - wikidata12k_both - [INFO] - [E:17| 100]: Train Loss:0.0010313, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:09:12,800 - wikidata12k_both - [INFO] - [E:17| 200]: Train Loss:0.0010314, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:10:18,049 - wikidata12k_both - [INFO] - [E:17| 300]: Train Loss:0.0010311, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:11:23,312 - wikidata12k_both - [INFO] - [E:17| 400]: Train Loss:0.0010326, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:12:28,571 - wikidata12k_both - [INFO] - [E:17| 500]: Train Loss:0.0010332, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:13:33,809 - wikidata12k_both - [INFO] - [E:17| 600]: Train Loss:0.0010335, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:14:39,158 - wikidata12k_both - [INFO] - [E:17| 700]: Train Loss:0.0010332, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:15:44,497 - wikidata12k_both - [INFO] - [E:17| 800]: Train Loss:0.0010327, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:16:49,759 - wikidata12k_both - [INFO] - [E:17| 900]: Train Loss:0.0010328, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:17:54,988 - wikidata12k_both - [INFO] - [E:17| 1000]: Train Loss:0.0010333, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:19:00,330 - wikidata12k_both - [INFO] - [E:17| 1100]: Train Loss:0.0010333, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:20:05,646 - wikidata12k_both - [INFO] - [E:17| 1200]: Train Loss:0.0010334, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:21:10,922 - wikidata12k_both - [INFO] - [E:17| 1300]: Train Loss:0.0010339, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:22:16,213 - wikidata12k_both - [INFO] - [E:17| 1400]: Train Loss:0.0010342, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:23:21,240 - wikidata12k_both - [INFO] - [E:17| 1500]: Train Loss:0.0010343, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:24:26,225 - wikidata12k_both - [INFO] - [E:17| 1600]: Train Loss:0.0010343, Val MRR:0.41538, wikidata12k_both
2023-06-05 11:25:08,412 - wikidata12k_both - [INFO] - [Epoch:17]: Training Loss:0.001034
2023-06-05 11:25:08,632 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 11:25:30,354 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 11:25:37,000 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 11:25:58,964 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 11:26:05,444 - wikidata12k_both - [INFO] - [Evaluating Epoch 17 valid]:
MRR: Tail : 0.50969, Head : 0.33874, Avg : 0.42421
2023-06-05 11:26:06,608 - wikidata12k_both - [INFO] - [Epoch 17]: Training Loss: 0.0010344, Valid MRR: 0.42421,
2023-06-05 11:26:07,263 - wikidata12k_both - [INFO] - [E:18| 0]: Train Loss:0.0010521, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:27:11,373 - wikidata12k_both - [INFO] - [E:18| 100]: Train Loss:0.0010325, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:28:16,128 - wikidata12k_both - [INFO] - [E:18| 200]: Train Loss:0.0010311, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:29:20,980 - wikidata12k_both - [INFO] - [E:18| 300]: Train Loss:0.0010311, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:30:25,946 - wikidata12k_both - [INFO] - [E:18| 400]: Train Loss:0.0010321, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:31:31,038 - wikidata12k_both - [INFO] - [E:18| 500]: Train Loss:0.0010322, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:32:36,160 - wikidata12k_both - [INFO] - [E:18| 600]: Train Loss:0.0010324, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:33:41,093 - wikidata12k_both - [INFO] - [E:18| 700]: Train Loss:0.0010326, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:34:46,168 - wikidata12k_both - [INFO] - [E:18| 800]: Train Loss:0.0010327, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:35:51,191 - wikidata12k_both - [INFO] - [E:18| 900]: Train Loss:0.0010324, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:36:56,361 - wikidata12k_both - [INFO] - [E:18| 1000]: Train Loss:0.0010326, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:38:01,580 - wikidata12k_both - [INFO] - [E:18| 1100]: Train Loss:0.0010327, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:39:06,790 - wikidata12k_both - [INFO] - [E:18| 1200]: Train Loss:0.0010323, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:40:11,990 - wikidata12k_both - [INFO] - [E:18| 1300]: Train Loss:0.0010326, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:41:17,178 - wikidata12k_both - [INFO] - [E:18| 1400]: Train Loss:0.0010325, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:42:22,845 - wikidata12k_both - [INFO] - [E:18| 1500]: Train Loss:0.0010325, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:43:28,055 - wikidata12k_both - [INFO] - [E:18| 1600]: Train Loss:0.0010327, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:44:10,584 - wikidata12k_both - [INFO] - [Epoch:18]: Training Loss:0.001033
2023-06-05 11:44:10,805 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 11:44:32,863 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 11:44:39,616 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 11:45:01,921 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 11:45:08,513 - wikidata12k_both - [INFO] - [Evaluating Epoch 18 valid]:
MRR: Tail : 0.50269, Head : 0.29071, Avg : 0.3967
2023-06-05 11:45:08,514 - wikidata12k_both - [INFO] - [Epoch 18]: Training Loss: 0.0010326, Valid MRR: 0.42421,
2023-06-05 11:45:09,187 - wikidata12k_both - [INFO] - [E:19| 0]: Train Loss:0.0010368, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:46:14,366 - wikidata12k_both - [INFO] - [E:19| 100]: Train Loss:0.0010239, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:47:19,501 - wikidata12k_both - [INFO] - [E:19| 200]: Train Loss:0.0010301, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:48:24,641 - wikidata12k_both - [INFO] - [E:19| 300]: Train Loss:0.0010291, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:49:29,828 - wikidata12k_both - [INFO] - [E:19| 400]: Train Loss:0.0010292, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:50:34,960 - wikidata12k_both - [INFO] - [E:19| 500]: Train Loss:0.0010291, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:51:40,023 - wikidata12k_both - [INFO] - [E:19| 600]: Train Loss:0.0010292, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:52:45,058 - wikidata12k_both - [INFO] - [E:19| 700]: Train Loss:0.0010295, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:53:50,155 - wikidata12k_both - [INFO] - [E:19| 800]: Train Loss:0.0010295, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:54:55,260 - wikidata12k_both - [INFO] - [E:19| 900]: Train Loss:0.0010296, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:56:00,488 - wikidata12k_both - [INFO] - [E:19| 1000]: Train Loss:0.0010304, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:57:06,253 - wikidata12k_both - [INFO] - [E:19| 1100]: Train Loss:0.0010303, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:58:11,619 - wikidata12k_both - [INFO] - [E:19| 1200]: Train Loss:0.0010304, Val MRR:0.42421, wikidata12k_both
2023-06-05 11:59:16,746 - wikidata12k_both - [INFO] - [E:19| 1300]: Train Loss:0.0010309, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:00:21,942 - wikidata12k_both - [INFO] - [E:19| 1400]: Train Loss:0.0010311, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:01:27,139 - wikidata12k_both - [INFO] - [E:19| 1500]: Train Loss:0.0010312, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:02:32,324 - wikidata12k_both - [INFO] - [E:19| 1600]: Train Loss:0.0010312, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:03:14,945 - wikidata12k_both - [INFO] - [Epoch:19]: Training Loss:0.001031
2023-06-05 12:03:15,172 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 12:03:37,197 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 12:03:43,948 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 12:04:06,243 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 12:04:12,844 - wikidata12k_both - [INFO] - [Evaluating Epoch 19 valid]:
MRR: Tail : 0.50725, Head : 0.26534, Avg : 0.38629
MR: Tail : 374.99, Head : 372.05, Avg : 373.52
Hit-1: Tail : 0.41396, Head : 0.16173, Avg : 0.28784
Hit-3: Tail : 0.55887, Head : 0.29215, Avg : 0.42551
Hit-10: Tail : 0.67786, Head : 0.4807, Avg : 0.57928
2023-06-05 12:04:12,844 - wikidata12k_both - [INFO] - [Epoch 19]: Training Loss: 0.0010311, Valid MRR: 0.42421,
2023-06-05 12:04:13,509 - wikidata12k_both - [INFO] - [E:20| 0]: Train Loss:0.0010196, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:05:18,763 - wikidata12k_both - [INFO] - [E:20| 100]: Train Loss:0.0010264, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:06:23,952 - wikidata12k_both - [INFO] - [E:20| 200]: Train Loss:0.0010293, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:07:29,195 - wikidata12k_both - [INFO] - [E:20| 300]: Train Loss:0.0010304, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:08:34,318 - wikidata12k_both - [INFO] - [E:20| 400]: Train Loss:0.0010304, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:09:39,453 - wikidata12k_both - [INFO] - [E:20| 500]: Train Loss:0.0010306, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:10:44,591 - wikidata12k_both - [INFO] - [E:20| 600]: Train Loss:0.001031, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:11:50,170 - wikidata12k_both - [INFO] - [E:20| 700]: Train Loss:0.0010306, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:12:55,659 - wikidata12k_both - [INFO] - [E:20| 800]: Train Loss:0.0010302, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:14:00,634 - wikidata12k_both - [INFO] - [E:20| 900]: Train Loss:0.0010297, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:15:05,823 - wikidata12k_both - [INFO] - [E:20| 1000]: Train Loss:0.0010299, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:16:10,924 - wikidata12k_both - [INFO] - [E:20| 1100]: Train Loss:0.0010298, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:17:16,045 - wikidata12k_both - [INFO] - [E:20| 1200]: Train Loss:0.0010296, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:18:21,671 - wikidata12k_both - [INFO] - [E:20| 1300]: Train Loss:0.0010294, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:19:45,279 - wikidata12k_both - [INFO] - [E:20| 1400]: Train Loss:0.0010294, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:21:25,319 - wikidata12k_both - [INFO] - [E:20| 1500]: Train Loss:0.0010293, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:22:54,406 - wikidata12k_both - [INFO] - [E:20| 1600]: Train Loss:0.0010293, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:23:59,623 - wikidata12k_both - [INFO] - [Epoch:20]: Training Loss:0.001029
2023-06-05 12:23:59,973 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 12:24:34,477 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 12:24:45,081 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 12:25:20,107 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 12:25:30,485 - wikidata12k_both - [INFO] - [Evaluating Epoch 20 valid]:
MRR: Tail : 0.50437, Head : 0.29734, Avg : 0.40085
2023-06-05 12:25:30,485 - wikidata12k_both - [INFO] - [Epoch 20]: Training Loss: 0.0010294, Valid MRR: 0.42421,
2023-06-05 12:25:31,455 - wikidata12k_both - [INFO] - [E:21| 0]: Train Loss:0.0010878, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:27:06,373 - wikidata12k_both - [INFO] - [E:21| 100]: Train Loss:0.0010219, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:28:46,105 - wikidata12k_both - [INFO] - [E:21| 200]: Train Loss:0.001025, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:30:20,335 - wikidata12k_both - [INFO] - [E:21| 300]: Train Loss:0.0010252, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:31:59,829 - wikidata12k_both - [INFO] - [E:21| 400]: Train Loss:0.0010257, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:33:35,183 - wikidata12k_both - [INFO] - [E:21| 500]: Train Loss:0.0010257, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:35:13,977 - wikidata12k_both - [INFO] - [E:21| 600]: Train Loss:0.0010251, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:36:53,035 - wikidata12k_both - [INFO] - [E:21| 700]: Train Loss:0.0010251, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:38:28,304 - wikidata12k_both - [INFO] - [E:21| 800]: Train Loss:0.0010257, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:40:07,912 - wikidata12k_both - [INFO] - [E:21| 900]: Train Loss:0.0010262, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:41:42,112 - wikidata12k_both - [INFO] - [E:21| 1000]: Train Loss:0.0010263, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:43:22,213 - wikidata12k_both - [INFO] - [E:21| 1100]: Train Loss:0.0010264, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:44:56,111 - wikidata12k_both - [INFO] - [E:21| 1200]: Train Loss:0.0010263, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:46:35,554 - wikidata12k_both - [INFO] - [E:21| 1300]: Train Loss:0.0010264, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:48:11,490 - wikidata12k_both - [INFO] - [E:21| 1400]: Train Loss:0.0010264, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:49:49,725 - wikidata12k_both - [INFO] - [E:21| 1500]: Train Loss:0.0010269, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:51:29,083 - wikidata12k_both - [INFO] - [E:21| 1600]: Train Loss:0.001027, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:52:28,822 - wikidata12k_both - [INFO] - [Epoch:21]: Training Loss:0.001027
2023-06-05 12:52:29,135 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 12:53:03,636 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 12:53:14,130 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 12:53:49,020 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 12:53:59,352 - wikidata12k_both - [INFO] - [Evaluating Epoch 21 valid]:
MRR: Tail : 0.51265, Head : 0.31577, Avg : 0.41421
2023-06-05 12:53:59,352 - wikidata12k_both - [INFO] - [Epoch 21]: Training Loss: 0.0010272, Valid MRR: 0.42421,
2023-06-05 12:54:00,440 - wikidata12k_both - [INFO] - [E:22| 0]: Train Loss:0.0010154, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:55:35,142 - wikidata12k_both - [INFO] - [E:22| 100]: Train Loss:0.0010244, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:57:14,795 - wikidata12k_both - [INFO] - [E:22| 200]: Train Loss:0.0010236, Val MRR:0.42421, wikidata12k_both
2023-06-05 12:58:53,219 - wikidata12k_both - [INFO] - [E:22| 300]: Train Loss:0.0010242, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:00:28,381 - wikidata12k_both - [INFO] - [E:22| 400]: Train Loss:0.0010245, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:02:07,910 - wikidata12k_both - [INFO] - [E:22| 500]: Train Loss:0.0010243, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:03:40,715 - wikidata12k_both - [INFO] - [E:22| 600]: Train Loss:0.0010254, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:05:18,964 - wikidata12k_both - [INFO] - [E:22| 700]: Train Loss:0.001025, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:06:53,564 - wikidata12k_both - [INFO] - [E:22| 800]: Train Loss:0.0010255, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:08:33,550 - wikidata12k_both - [INFO] - [E:22| 900]: Train Loss:0.0010258, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:10:11,301 - wikidata12k_both - [INFO] - [E:22| 1000]: Train Loss:0.001026, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:11:50,566 - wikidata12k_both - [INFO] - [E:22| 1100]: Train Loss:0.0010258, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:13:30,823 - wikidata12k_both - [INFO] - [E:22| 1200]: Train Loss:0.0010257, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:15:05,257 - wikidata12k_both - [INFO] - [E:22| 1300]: Train Loss:0.0010258, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:16:45,098 - wikidata12k_both - [INFO] - [E:22| 1400]: Train Loss:0.0010256, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:18:19,403 - wikidata12k_both - [INFO] - [E:22| 1500]: Train Loss:0.0010256, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:19:58,852 - wikidata12k_both - [INFO] - [E:22| 1600]: Train Loss:0.0010257, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:21:01,162 - wikidata12k_both - [INFO] - [Epoch:22]: Training Loss:0.001026
2023-06-05 13:21:01,466 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 13:21:33,736 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 13:21:44,295 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 13:22:19,091 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 13:22:29,360 - wikidata12k_both - [INFO] - [Evaluating Epoch 22 valid]:
MRR: Tail : 0.51015, Head : 0.28029, Avg : 0.39522
2023-06-05 13:22:29,360 - wikidata12k_both - [INFO] - [Epoch 22]: Training Loss: 0.0010257, Valid MRR: 0.42421,
2023-06-05 13:22:30,449 - wikidata12k_both - [INFO] - [E:23| 0]: Train Loss:0.0010164, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:24:09,914 - wikidata12k_both - [INFO] - [E:23| 100]: Train Loss:0.0010209, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:25:44,210 - wikidata12k_both - [INFO] - [E:23| 200]: Train Loss:0.0010204, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:27:23,886 - wikidata12k_both - [INFO] - [E:23| 300]: Train Loss:0.0010199, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:28:58,300 - wikidata12k_both - [INFO] - [E:23| 400]: Train Loss:0.0010208, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:30:37,379 - wikidata12k_both - [INFO] - [E:23| 500]: Train Loss:0.0010209, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:32:11,797 - wikidata12k_both - [INFO] - [E:23| 600]: Train Loss:0.0010208, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:33:51,487 - wikidata12k_both - [INFO] - [E:23| 700]: Train Loss:0.0010214, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:35:29,676 - wikidata12k_both - [INFO] - [E:23| 800]: Train Loss:0.0010217, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:37:06,037 - wikidata12k_both - [INFO] - [E:23| 900]: Train Loss:0.0010222, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:38:47,374 - wikidata12k_both - [INFO] - [E:23| 1000]: Train Loss:0.001023, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:40:22,033 - wikidata12k_both - [INFO] - [E:23| 1100]: Train Loss:0.0010232, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:42:02,033 - wikidata12k_both - [INFO] - [E:23| 1200]: Train Loss:0.0010234, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:43:37,103 - wikidata12k_both - [INFO] - [E:23| 1300]: Train Loss:0.0010235, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:45:16,196 - wikidata12k_both - [INFO] - [E:23| 1400]: Train Loss:0.001024, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:46:50,738 - wikidata12k_both - [INFO] - [E:23| 1500]: Train Loss:0.0010242, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:48:30,418 - wikidata12k_both - [INFO] - [E:23| 1600]: Train Loss:0.0010245, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:49:35,693 - wikidata12k_both - [INFO] - [Epoch:23]: Training Loss:0.001025
2023-06-05 13:49:35,973 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 13:50:07,638 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 13:50:16,668 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 13:50:50,844 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 13:51:01,051 - wikidata12k_both - [INFO] - [Evaluating Epoch 23 valid]:
MRR: Tail : 0.50762, Head : 0.2576, Avg : 0.38261
2023-06-05 13:51:01,051 - wikidata12k_both - [INFO] - [Epoch 23]: Training Loss: 0.0010247, Valid MRR: 0.42421,
2023-06-05 13:51:02,123 - wikidata12k_both - [INFO] - [E:24| 0]: Train Loss:0.0010287, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:52:41,802 - wikidata12k_both - [INFO] - [E:24| 100]: Train Loss:0.0010207, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:54:16,252 - wikidata12k_both - [INFO] - [E:24| 200]: Train Loss:0.0010237, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:55:55,464 - wikidata12k_both - [INFO] - [E:24| 300]: Train Loss:0.001024, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:57:31,346 - wikidata12k_both - [INFO] - [E:24| 400]: Train Loss:0.0010248, Val MRR:0.42421, wikidata12k_both
2023-06-05 13:59:09,911 - wikidata12k_both - [INFO] - [E:24| 500]: Train Loss:0.0010243, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:00:49,019 - wikidata12k_both - [INFO] - [E:24| 600]: Train Loss:0.0010236, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:02:23,952 - wikidata12k_both - [INFO] - [E:24| 700]: Train Loss:0.0010233, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:04:04,966 - wikidata12k_both - [INFO] - [E:24| 800]: Train Loss:0.0010232, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:05:40,428 - wikidata12k_both - [INFO] - [E:24| 900]: Train Loss:0.0010231, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:07:21,917 - wikidata12k_both - [INFO] - [E:24| 1000]: Train Loss:0.0010231, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:08:57,390 - wikidata12k_both - [INFO] - [E:24| 1100]: Train Loss:0.0010232, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:10:38,617 - wikidata12k_both - [INFO] - [E:24| 1200]: Train Loss:0.0010232, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:12:13,889 - wikidata12k_both - [INFO] - [E:24| 1300]: Train Loss:0.0010231, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:13:54,899 - wikidata12k_both - [INFO] - [E:24| 1400]: Train Loss:0.0010229, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:15:30,716 - wikidata12k_both - [INFO] - [E:24| 1500]: Train Loss:0.0010229, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:17:11,228 - wikidata12k_both - [INFO] - [E:24| 1600]: Train Loss:0.0010229, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:18:17,196 - wikidata12k_both - [INFO] - [Epoch:24]: Training Loss:0.001023
2023-06-05 14:18:17,603 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 14:18:49,941 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 14:18:59,112 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 14:19:33,689 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 14:19:44,197 - wikidata12k_both - [INFO] - [Evaluating Epoch 24 valid]:
MRR: Tail : 0.51245, Head : 0.26924, Avg : 0.39084
2023-06-05 14:19:44,197 - wikidata12k_both - [INFO] - [Epoch 24]: Training Loss: 0.001023, Valid MRR: 0.42421,
2023-06-05 14:19:45,163 - wikidata12k_both - [INFO] - [E:25| 0]: Train Loss:0.0010187, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:21:26,290 - wikidata12k_both - [INFO] - [E:25| 100]: Train Loss:0.0010177, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:23:01,836 - wikidata12k_both - [INFO] - [E:25| 200]: Train Loss:0.0010171, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:24:42,966 - wikidata12k_both - [INFO] - [E:25| 300]: Train Loss:0.0010186, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:26:18,384 - wikidata12k_both - [INFO] - [E:25| 400]: Train Loss:0.0010187, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:27:59,531 - wikidata12k_both - [INFO] - [E:25| 500]: Train Loss:0.0010194, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:29:35,822 - wikidata12k_both - [INFO] - [E:25| 600]: Train Loss:0.0010196, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:31:15,797 - wikidata12k_both - [INFO] - [E:25| 700]: Train Loss:0.0010198, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:32:54,641 - wikidata12k_both - [INFO] - [E:25| 800]: Train Loss:0.0010207, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:34:32,099 - wikidata12k_both - [INFO] - [E:25| 900]: Train Loss:0.0010206, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:36:13,174 - wikidata12k_both - [INFO] - [E:25| 1000]: Train Loss:0.0010204, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:37:48,696 - wikidata12k_both - [INFO] - [E:25| 1100]: Train Loss:0.001021, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:39:29,893 - wikidata12k_both - [INFO] - [E:25| 1200]: Train Loss:0.0010212, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:41:05,291 - wikidata12k_both - [INFO] - [E:25| 1300]: Train Loss:0.0010213, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:42:46,574 - wikidata12k_both - [INFO] - [E:25| 1400]: Train Loss:0.0010213, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:44:22,006 - wikidata12k_both - [INFO] - [E:25| 1500]: Train Loss:0.0010211, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:46:02,757 - wikidata12k_both - [INFO] - [E:25| 1600]: Train Loss:0.0010213, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:47:06,533 - wikidata12k_both - [INFO] - [Epoch:25]: Training Loss:0.001021
2023-06-05 14:47:06,839 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 14:47:37,569 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 14:47:48,007 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 14:48:22,835 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 14:48:33,154 - wikidata12k_both - [INFO] - [Evaluating Epoch 25 valid]:
MRR: Tail : 0.51178, Head : 0.30019, Avg : 0.40598
2023-06-05 14:48:33,154 - wikidata12k_both - [INFO] - [Epoch 25]: Training Loss: 0.0010213, Valid MRR: 0.42421,
2023-06-05 14:48:34,235 - wikidata12k_both - [INFO] - [E:26| 0]: Train Loss:0.0010277, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:50:13,891 - wikidata12k_both - [INFO] - [E:26| 100]: Train Loss:0.0010206, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:51:48,320 - wikidata12k_both - [INFO] - [E:26| 200]: Train Loss:0.0010168, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:53:27,734 - wikidata12k_both - [INFO] - [E:26| 300]: Train Loss:0.001018, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:55:01,712 - wikidata12k_both - [INFO] - [E:26| 400]: Train Loss:0.0010178, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:56:41,390 - wikidata12k_both - [INFO] - [E:26| 500]: Train Loss:0.0010178, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:58:17,029 - wikidata12k_both - [INFO] - [E:26| 600]: Train Loss:0.0010179, Val MRR:0.42421, wikidata12k_both
2023-06-05 14:59:55,542 - wikidata12k_both - [INFO] - [E:26| 700]: Train Loss:0.0010188, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:01:35,174 - wikidata12k_both - [INFO] - [E:26| 800]: Train Loss:0.0010186, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:03:09,953 - wikidata12k_both - [INFO] - [E:26| 900]: Train Loss:0.0010189, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:04:49,490 - wikidata12k_both - [INFO] - [E:26| 1000]: Train Loss:0.0010189, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:06:23,901 - wikidata12k_both - [INFO] - [E:26| 1100]: Train Loss:0.0010191, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:08:03,374 - wikidata12k_both - [INFO] - [E:26| 1200]: Train Loss:0.001019, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:09:37,433 - wikidata12k_both - [INFO] - [E:26| 1300]: Train Loss:0.0010191, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:11:17,057 - wikidata12k_both - [INFO] - [E:26| 1400]: Train Loss:0.001019, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:12:53,558 - wikidata12k_both - [INFO] - [E:26| 1500]: Train Loss:0.0010189, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:14:31,452 - wikidata12k_both - [INFO] - [E:26| 1600]: Train Loss:0.0010194, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:15:37,454 - wikidata12k_both - [INFO] - [Epoch:26]: Training Loss:0.00102
2023-06-05 15:15:37,838 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 15:16:12,157 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 15:16:21,182 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 15:16:52,808 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 15:17:03,199 - wikidata12k_both - [INFO] - [Evaluating Epoch 26 valid]:
MRR: Tail : 0.50902, Head : 0.30249, Avg : 0.40575
2023-06-05 15:17:03,199 - wikidata12k_both - [INFO] - [Epoch 26]: Training Loss: 0.0010196, Valid MRR: 0.42421,
2023-06-05 15:17:04,258 - wikidata12k_both - [INFO] - [E:27| 0]: Train Loss:0.0010688, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:18:45,312 - wikidata12k_both - [INFO] - [E:27| 100]: Train Loss:0.0010221, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:20:20,620 - wikidata12k_both - [INFO] - [E:27| 200]: Train Loss:0.0010206, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:22:01,991 - wikidata12k_both - [INFO] - [E:27| 300]: Train Loss:0.0010195, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:23:38,896 - wikidata12k_both - [INFO] - [E:27| 400]: Train Loss:0.0010195, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:25:18,877 - wikidata12k_both - [INFO] - [E:27| 500]: Train Loss:0.0010196, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:26:58,551 - wikidata12k_both - [INFO] - [E:27| 600]: Train Loss:0.001021, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:28:35,848 - wikidata12k_both - [INFO] - [E:27| 700]: Train Loss:0.0010215, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:30:17,092 - wikidata12k_both - [INFO] - [E:27| 800]: Train Loss:0.0010211, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:31:52,353 - wikidata12k_both - [INFO] - [E:27| 900]: Train Loss:0.0010207, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:33:33,445 - wikidata12k_both - [INFO] - [E:27| 1000]: Train Loss:0.0010211, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:35:09,054 - wikidata12k_both - [INFO] - [E:27| 1100]: Train Loss:0.0010208, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:36:50,241 - wikidata12k_both - [INFO] - [E:27| 1200]: Train Loss:0.001021, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:38:25,146 - wikidata12k_both - [INFO] - [E:27| 1300]: Train Loss:0.0010208, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:40:06,543 - wikidata12k_both - [INFO] - [E:27| 1400]: Train Loss:0.0010209, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:41:42,040 - wikidata12k_both - [INFO] - [E:27| 1500]: Train Loss:0.0010212, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:43:23,231 - wikidata12k_both - [INFO] - [E:27| 1600]: Train Loss:0.001021, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:44:29,343 - wikidata12k_both - [INFO] - [Epoch:27]: Training Loss:0.001021
2023-06-05 15:44:29,756 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 15:45:00,874 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 15:45:10,618 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 15:45:46,006 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 15:45:56,480 - wikidata12k_both - [INFO] - [Evaluating Epoch 27 valid]:
MRR: Tail : 0.51328, Head : 0.26904, Avg : 0.39116
2023-06-05 15:45:56,480 - wikidata12k_both - [INFO] - [Epoch 27]: Training Loss: 0.001021, Valid MRR: 0.42421,
2023-06-05 15:45:57,582 - wikidata12k_both - [INFO] - [E:28| 0]: Train Loss:0.0010028, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:47:38,775 - wikidata12k_both - [INFO] - [E:28| 100]: Train Loss:0.0010169, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:49:14,235 - wikidata12k_both - [INFO] - [E:28| 200]: Train Loss:0.0010169, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:50:55,645 - wikidata12k_both - [INFO] - [E:28| 300]: Train Loss:0.0010178, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:52:31,272 - wikidata12k_both - [INFO] - [E:28| 400]: Train Loss:0.0010168, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:54:12,625 - wikidata12k_both - [INFO] - [E:28| 500]: Train Loss:0.0010163, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:55:48,436 - wikidata12k_both - [INFO] - [E:28| 600]: Train Loss:0.0010162, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:57:29,700 - wikidata12k_both - [INFO] - [E:28| 700]: Train Loss:0.0010161, Val MRR:0.42421, wikidata12k_both
2023-06-05 15:59:07,238 - wikidata12k_both - [INFO] - [E:28| 800]: Train Loss:0.0010164, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:00:46,635 - wikidata12k_both - [INFO] - [E:28| 900]: Train Loss:0.0010172, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:02:26,825 - wikidata12k_both - [INFO] - [E:28| 1000]: Train Loss:0.0010177, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:04:02,335 - wikidata12k_both - [INFO] - [E:28| 1100]: Train Loss:0.0010178, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:05:41,607 - wikidata12k_both - [INFO] - [E:28| 1200]: Train Loss:0.001018, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:07:16,042 - wikidata12k_both - [INFO] - [E:28| 1300]: Train Loss:0.0010182, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:08:55,672 - wikidata12k_both - [INFO] - [E:28| 1400]: Train Loss:0.0010187, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:10:30,177 - wikidata12k_both - [INFO] - [E:28| 1500]: Train Loss:0.0010192, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:12:09,722 - wikidata12k_both - [INFO] - [E:28| 1600]: Train Loss:0.001019, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:13:14,747 - wikidata12k_both - [INFO] - [Epoch:28]: Training Loss:0.001019
2023-06-05 16:13:15,114 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 16:13:45,503 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 16:13:54,675 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 16:14:29,618 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 16:14:40,035 - wikidata12k_both - [INFO] - [Evaluating Epoch 28 valid]:
MRR: Tail : 0.51086, Head : 0.33228, Avg : 0.42157
2023-06-05 16:14:40,035 - wikidata12k_both - [INFO] - [Epoch 28]: Training Loss: 0.0010188, Valid MRR: 0.42421,
2023-06-05 16:14:41,090 - wikidata12k_both - [INFO] - [E:29| 0]: Train Loss:0.0010179, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:16:20,619 - wikidata12k_both - [INFO] - [E:29| 100]: Train Loss:0.001014, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:17:55,595 - wikidata12k_both - [INFO] - [E:29| 200]: Train Loss:0.0010152, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:19:36,493 - wikidata12k_both - [INFO] - [E:29| 300]: Train Loss:0.0010157, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:21:11,909 - wikidata12k_both - [INFO] - [E:29| 400]: Train Loss:0.0010166, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:22:53,199 - wikidata12k_both - [INFO] - [E:29| 500]: Train Loss:0.0010178, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:24:30,096 - wikidata12k_both - [INFO] - [E:29| 600]: Train Loss:0.0010181, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:26:09,894 - wikidata12k_both - [INFO] - [E:29| 700]: Train Loss:0.0010172, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:27:49,345 - wikidata12k_both - [INFO] - [E:29| 800]: Train Loss:0.0010168, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:29:26,662 - wikidata12k_both - [INFO] - [E:29| 900]: Train Loss:0.0010169, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:31:08,168 - wikidata12k_both - [INFO] - [E:29| 1000]: Train Loss:0.0010171, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:32:43,546 - wikidata12k_both - [INFO] - [E:29| 1100]: Train Loss:0.0010169, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:34:23,994 - wikidata12k_both - [INFO] - [E:29| 1200]: Train Loss:0.0010165, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:35:58,414 - wikidata12k_both - [INFO] - [E:29| 1300]: Train Loss:0.0010168, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:37:38,112 - wikidata12k_both - [INFO] - [E:29| 1400]: Train Loss:0.0010173, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:39:11,880 - wikidata12k_both - [INFO] - [E:29| 1500]: Train Loss:0.0010173, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:40:51,269 - wikidata12k_both - [INFO] - [E:29| 1600]: Train Loss:0.0010173, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:41:56,268 - wikidata12k_both - [INFO] - [Epoch:29]: Training Loss:0.001017
2023-06-05 16:41:56,663 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 16:42:27,867 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 16:42:36,916 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 16:43:10,910 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 16:43:21,230 - wikidata12k_both - [INFO] - [Evaluating Epoch 29 valid]:
MRR: Tail : 0.50822, Head : 0.28023, Avg : 0.39423
MR: Tail : 403.0, Head : 379.22, Avg : 391.11
Hit-1: Tail : 0.41061, Head : 0.16759, Avg : 0.2891
Hit-3: Tail : 0.56072, Head : 0.31897, Avg : 0.43985
Hit-10: Tail : 0.69193, Head : 0.5269, Avg : 0.60942
2023-06-05 16:43:21,230 - wikidata12k_both - [INFO] - [Epoch 29]: Training Loss: 0.0010174, Valid MRR: 0.42421,
2023-06-05 16:43:22,185 - wikidata12k_both - [INFO] - [E:30| 0]: Train Loss:0.00097568, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:45:01,762 - wikidata12k_both - [INFO] - [E:30| 100]: Train Loss:0.0010162, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:46:36,126 - wikidata12k_both - [INFO] - [E:30| 200]: Train Loss:0.0010135, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:48:16,400 - wikidata12k_both - [INFO] - [E:30| 300]: Train Loss:0.0010148, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:49:52,027 - wikidata12k_both - [INFO] - [E:30| 400]: Train Loss:0.001016, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:51:32,168 - wikidata12k_both - [INFO] - [E:30| 500]: Train Loss:0.0010161, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:53:11,273 - wikidata12k_both - [INFO] - [E:30| 600]: Train Loss:0.001016, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:54:49,165 - wikidata12k_both - [INFO] - [E:30| 700]: Train Loss:0.0010154, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:56:30,546 - wikidata12k_both - [INFO] - [E:30| 800]: Train Loss:0.0010157, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:58:06,402 - wikidata12k_both - [INFO] - [E:30| 900]: Train Loss:0.0010159, Val MRR:0.42421, wikidata12k_both
2023-06-05 16:59:48,026 - wikidata12k_both - [INFO] - [E:30| 1000]: Train Loss:0.0010157, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:01:23,774 - wikidata12k_both - [INFO] - [E:30| 1100]: Train Loss:0.0010157, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:03:04,985 - wikidata12k_both - [INFO] - [E:30| 1200]: Train Loss:0.0010155, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:04:40,334 - wikidata12k_both - [INFO] - [E:30| 1300]: Train Loss:0.0010156, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:06:21,368 - wikidata12k_both - [INFO] - [E:30| 1400]: Train Loss:0.0010159, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:07:56,769 - wikidata12k_both - [INFO] - [E:30| 1500]: Train Loss:0.0010163, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:09:37,837 - wikidata12k_both - [INFO] - [E:30| 1600]: Train Loss:0.0010166, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:10:43,847 - wikidata12k_both - [INFO] - [Epoch:30]: Training Loss:0.001017
2023-06-05 17:10:44,256 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 17:11:14,600 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 17:11:25,057 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 17:12:00,451 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 17:12:10,871 - wikidata12k_both - [INFO] - [Evaluating Epoch 30 valid]:
MRR: Tail : 0.5131, Head : 0.30926, Avg : 0.41118
2023-06-05 17:12:10,871 - wikidata12k_both - [INFO] - [Epoch 30]: Training Loss: 0.0010166, Valid MRR: 0.42421,
2023-06-05 17:12:11,934 - wikidata12k_both - [INFO] - [E:31| 0]: Train Loss:0.00099819, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:13:53,216 - wikidata12k_both - [INFO] - [E:31| 100]: Train Loss:0.0010118, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:15:28,755 - wikidata12k_both - [INFO] - [E:31| 200]: Train Loss:0.0010143, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:17:09,953 - wikidata12k_both - [INFO] - [E:31| 300]: Train Loss:0.0010134, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:18:45,488 - wikidata12k_both - [INFO] - [E:31| 400]: Train Loss:0.0010137, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:20:26,588 - wikidata12k_both - [INFO] - [E:31| 500]: Train Loss:0.0010135, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:22:01,819 - wikidata12k_both - [INFO] - [E:31| 600]: Train Loss:0.0010142, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:23:43,169 - wikidata12k_both - [INFO] - [E:31| 700]: Train Loss:0.0010145, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:25:20,339 - wikidata12k_both - [INFO] - [E:31| 800]: Train Loss:0.0010141, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:26:59,790 - wikidata12k_both - [INFO] - [E:31| 900]: Train Loss:0.0010142, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:28:39,414 - wikidata12k_both - [INFO] - [E:31| 1000]: Train Loss:0.0010141, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:30:16,434 - wikidata12k_both - [INFO] - [E:31| 1100]: Train Loss:0.0010144, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:31:57,693 - wikidata12k_both - [INFO] - [E:31| 1200]: Train Loss:0.0010145, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:33:33,303 - wikidata12k_both - [INFO] - [E:31| 1300]: Train Loss:0.0010149, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:35:14,557 - wikidata12k_both - [INFO] - [E:31| 1400]: Train Loss:0.0010147, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:36:49,999 - wikidata12k_both - [INFO] - [E:31| 1500]: Train Loss:0.0010147, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:38:31,110 - wikidata12k_both - [INFO] - [E:31| 1600]: Train Loss:0.001015, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:39:33,114 - wikidata12k_both - [INFO] - [Epoch:31]: Training Loss:0.001015
2023-06-05 17:39:33,419 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 17:40:07,127 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 17:40:17,824 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 17:40:53,082 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 17:41:03,602 - wikidata12k_both - [INFO] - [Evaluating Epoch 31 valid]:
MRR: Tail : 0.50813, Head : 0.29304, Avg : 0.40059
2023-06-05 17:41:03,602 - wikidata12k_both - [INFO] - [Epoch 31]: Training Loss: 0.0010152, Valid MRR: 0.42421,
2023-06-05 17:41:04,575 - wikidata12k_both - [INFO] - [E:32| 0]: Train Loss:0.0010014, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:42:45,044 - wikidata12k_both - [INFO] - [E:32| 100]: Train Loss:0.0010144, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:44:21,377 - wikidata12k_both - [INFO] - [E:32| 200]: Train Loss:0.001013, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:46:02,743 - wikidata12k_both - [INFO] - [E:32| 300]: Train Loss:0.001014, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:47:38,260 - wikidata12k_both - [INFO] - [E:32| 400]: Train Loss:0.0010133, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:49:19,437 - wikidata12k_both - [INFO] - [E:32| 500]: Train Loss:0.0010133, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:50:54,908 - wikidata12k_both - [INFO] - [E:32| 600]: Train Loss:0.001013, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:52:34,775 - wikidata12k_both - [INFO] - [E:32| 700]: Train Loss:0.0010127, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:54:09,357 - wikidata12k_both - [INFO] - [E:32| 800]: Train Loss:0.001013, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:55:49,065 - wikidata12k_both - [INFO] - [E:32| 900]: Train Loss:0.0010132, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:57:24,960 - wikidata12k_both - [INFO] - [E:32| 1000]: Train Loss:0.0010136, Val MRR:0.42421, wikidata12k_both
2023-06-05 17:59:03,147 - wikidata12k_both - [INFO] - [E:32| 1100]: Train Loss:0.001014, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:00:42,863 - wikidata12k_both - [INFO] - [E:32| 1200]: Train Loss:0.0010137, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:02:17,314 - wikidata12k_both - [INFO] - [E:32| 1300]: Train Loss:0.0010138, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:03:57,280 - wikidata12k_both - [INFO] - [E:32| 1400]: Train Loss:0.0010136, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:05:32,413 - wikidata12k_both - [INFO] - [E:32| 1500]: Train Loss:0.001014, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:07:12,721 - wikidata12k_both - [INFO] - [E:32| 1600]: Train Loss:0.0010141, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:08:15,562 - wikidata12k_both - [INFO] - [Epoch:32]: Training Loss:0.001014
2023-06-05 18:08:15,874 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 18:08:47,805 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 18:08:58,383 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 18:09:33,263 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 18:09:43,619 - wikidata12k_both - [INFO] - [Evaluating Epoch 32 valid]:
MRR: Tail : 0.5171, Head : 0.3305, Avg : 0.4238
2023-06-05 18:09:43,620 - wikidata12k_both - [INFO] - [Epoch 32]: Training Loss: 0.0010141, Valid MRR: 0.42421,
2023-06-05 18:09:44,660 - wikidata12k_both - [INFO] - [E:33| 0]: Train Loss:0.00099622, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:11:24,210 - wikidata12k_both - [INFO] - [E:33| 100]: Train Loss:0.0010146, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:12:58,937 - wikidata12k_both - [INFO] - [E:33| 200]: Train Loss:0.0010138, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:14:38,642 - wikidata12k_both - [INFO] - [E:33| 300]: Train Loss:0.0010125, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:16:13,315 - wikidata12k_both - [INFO] - [E:33| 400]: Train Loss:0.0010121, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:17:53,286 - wikidata12k_both - [INFO] - [E:33| 500]: Train Loss:0.0010116, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:19:28,063 - wikidata12k_both - [INFO] - [E:33| 600]: Train Loss:0.0010109, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:21:08,309 - wikidata12k_both - [INFO] - [E:33| 700]: Train Loss:0.0010109, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:22:46,691 - wikidata12k_both - [INFO] - [E:33| 800]: Train Loss:0.001011, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:24:24,942 - wikidata12k_both - [INFO] - [E:33| 900]: Train Loss:0.0010109, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:26:06,329 - wikidata12k_both - [INFO] - [E:33| 1000]: Train Loss:0.0010112, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:27:42,228 - wikidata12k_both - [INFO] - [E:33| 1100]: Train Loss:0.0010113, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:29:23,677 - wikidata12k_both - [INFO] - [E:33| 1200]: Train Loss:0.0010117, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:30:59,599 - wikidata12k_both - [INFO] - [E:33| 1300]: Train Loss:0.0010121, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:32:40,938 - wikidata12k_both - [INFO] - [E:33| 1400]: Train Loss:0.0010124, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:34:15,771 - wikidata12k_both - [INFO] - [E:33| 1500]: Train Loss:0.0010123, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:35:56,952 - wikidata12k_both - [INFO] - [E:33| 1600]: Train Loss:0.0010125, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:37:00,540 - wikidata12k_both - [INFO] - [Epoch:33]: Training Loss:0.001013
2023-06-05 18:37:00,845 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 18:37:32,869 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 18:37:43,471 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 18:38:18,790 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 18:38:29,169 - wikidata12k_both - [INFO] - [Evaluating Epoch 33 valid]:
MRR: Tail : 0.51278, Head : 0.27937, Avg : 0.39608
2023-06-05 18:38:29,169 - wikidata12k_both - [INFO] - [Epoch 33]: Training Loss: 0.0010127, Valid MRR: 0.42421,
2023-06-05 18:38:30,227 - wikidata12k_both - [INFO] - [E:34| 0]: Train Loss:0.0010006, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:40:11,320 - wikidata12k_both - [INFO] - [E:34| 100]: Train Loss:0.0010099, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:41:46,853 - wikidata12k_both - [INFO] - [E:34| 200]: Train Loss:0.0010088, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:43:28,058 - wikidata12k_both - [INFO] - [E:34| 300]: Train Loss:0.0010094, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:45:03,572 - wikidata12k_both - [INFO] - [E:34| 400]: Train Loss:0.0010098, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:46:44,892 - wikidata12k_both - [INFO] - [E:34| 500]: Train Loss:0.0010106, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:48:20,536 - wikidata12k_both - [INFO] - [E:34| 600]: Train Loss:0.0010101, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:50:01,751 - wikidata12k_both - [INFO] - [E:34| 700]: Train Loss:0.0010097, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:51:37,146 - wikidata12k_both - [INFO] - [E:34| 800]: Train Loss:0.00101, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:53:18,029 - wikidata12k_both - [INFO] - [E:34| 900]: Train Loss:0.00101, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:54:54,662 - wikidata12k_both - [INFO] - [E:34| 1000]: Train Loss:0.0010106, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:56:34,371 - wikidata12k_both - [INFO] - [E:34| 1100]: Train Loss:0.0010108, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:58:13,865 - wikidata12k_both - [INFO] - [E:34| 1200]: Train Loss:0.0010112, Val MRR:0.42421, wikidata12k_both
2023-06-05 18:59:51,231 - wikidata12k_both - [INFO] - [E:34| 1300]: Train Loss:0.001011, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:01:32,763 - wikidata12k_both - [INFO] - [E:34| 1400]: Train Loss:0.0010115, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:03:08,283 - wikidata12k_both - [INFO] - [E:34| 1500]: Train Loss:0.0010113, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:04:49,482 - wikidata12k_both - [INFO] - [E:34| 1600]: Train Loss:0.0010113, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:05:49,866 - wikidata12k_both - [INFO] - [Epoch:34]: Training Loss:0.001012
2023-06-05 19:05:50,275 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 19:06:25,204 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 19:06:35,810 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 19:07:10,981 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 19:07:21,487 - wikidata12k_both - [INFO] - [Evaluating Epoch 34 valid]:
MRR: Tail : 0.51632, Head : 0.30314, Avg : 0.40973
2023-06-05 19:07:21,487 - wikidata12k_both - [INFO] - [Epoch 34]: Training Loss: 0.0010117, Valid MRR: 0.42421,
2023-06-05 19:07:22,447 - wikidata12k_both - [INFO] - [E:35| 0]: Train Loss:0.0010173, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:08:59,932 - wikidata12k_both - [INFO] - [E:35| 100]: Train Loss:0.0010114, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:10:37,605 - wikidata12k_both - [INFO] - [E:35| 200]: Train Loss:0.0010119, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:12:17,473 - wikidata12k_both - [INFO] - [E:35| 300]: Train Loss:0.0010121, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:13:52,495 - wikidata12k_both - [INFO] - [E:35| 400]: Train Loss:0.0010119, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:15:32,863 - wikidata12k_both - [INFO] - [E:35| 500]: Train Loss:0.0010115, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:17:07,977 - wikidata12k_both - [INFO] - [E:35| 600]: Train Loss:0.0010113, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:18:49,353 - wikidata12k_both - [INFO] - [E:35| 700]: Train Loss:0.0010111, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:20:25,009 - wikidata12k_both - [INFO] - [E:35| 800]: Train Loss:0.0010106, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:22:06,286 - wikidata12k_both - [INFO] - [E:35| 900]: Train Loss:0.001011, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:23:41,855 - wikidata12k_both - [INFO] - [E:35| 1000]: Train Loss:0.001011, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:25:23,076 - wikidata12k_both - [INFO] - [E:35| 1100]: Train Loss:0.0010113, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:26:59,515 - wikidata12k_both - [INFO] - [E:35| 1200]: Train Loss:0.0010109, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:28:38,243 - wikidata12k_both - [INFO] - [E:35| 1300]: Train Loss:0.0010108, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:30:17,135 - wikidata12k_both - [INFO] - [E:35| 1400]: Train Loss:0.0010104, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:31:52,522 - wikidata12k_both - [INFO] - [E:35| 1500]: Train Loss:0.0010103, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:33:32,252 - wikidata12k_both - [INFO] - [E:35| 1600]: Train Loss:0.0010103, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:34:31,993 - wikidata12k_both - [INFO] - [Epoch:35]: Training Loss:0.001011
2023-06-05 19:34:32,397 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 19:35:07,011 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 19:35:17,519 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 19:35:52,336 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 19:36:02,707 - wikidata12k_both - [INFO] - [Evaluating Epoch 35 valid]:
MRR: Tail : 0.51216, Head : 0.30136, Avg : 0.40676
2023-06-05 19:36:02,707 - wikidata12k_both - [INFO] - [Epoch 35]: Training Loss: 0.0010106, Valid MRR: 0.42421,
2023-06-05 19:36:03,801 - wikidata12k_both - [INFO] - [E:36| 0]: Train Loss:0.00098742, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:37:41,066 - wikidata12k_both - [INFO] - [E:36| 100]: Train Loss:0.0010074, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:39:17,817 - wikidata12k_both - [INFO] - [E:36| 200]: Train Loss:0.0010087, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:40:57,810 - wikidata12k_both - [INFO] - [E:36| 300]: Train Loss:0.0010068, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:42:33,000 - wikidata12k_both - [INFO] - [E:36| 400]: Train Loss:0.0010072, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:44:12,521 - wikidata12k_both - [INFO] - [E:36| 500]: Train Loss:0.0010085, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:45:47,218 - wikidata12k_both - [INFO] - [E:36| 600]: Train Loss:0.0010091, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:47:27,071 - wikidata12k_both - [INFO] - [E:36| 700]: Train Loss:0.0010097, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:49:01,756 - wikidata12k_both - [INFO] - [E:36| 800]: Train Loss:0.0010101, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:50:41,799 - wikidata12k_both - [INFO] - [E:36| 900]: Train Loss:0.0010098, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:52:18,804 - wikidata12k_both - [INFO] - [E:36| 1000]: Train Loss:0.00101, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:53:56,068 - wikidata12k_both - [INFO] - [E:36| 1100]: Train Loss:0.00101, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:55:35,722 - wikidata12k_both - [INFO] - [E:36| 1200]: Train Loss:0.0010096, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:57:11,276 - wikidata12k_both - [INFO] - [E:36| 1300]: Train Loss:0.0010096, Val MRR:0.42421, wikidata12k_both
2023-06-05 19:58:51,183 - wikidata12k_both - [INFO] - [E:36| 1400]: Train Loss:0.0010094, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:00:25,854 - wikidata12k_both - [INFO] - [E:36| 1500]: Train Loss:0.0010094, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:02:05,561 - wikidata12k_both - [INFO] - [E:36| 1600]: Train Loss:0.0010096, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:03:08,960 - wikidata12k_both - [INFO] - [Epoch:36]: Training Loss:0.001009
2023-06-05 20:03:09,264 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 20:03:40,817 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 20:03:51,387 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 20:04:26,322 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 20:04:36,634 - wikidata12k_both - [INFO] - [Evaluating Epoch 36 valid]:
MRR: Tail : 0.52044, Head : 0.28628, Avg : 0.40336
2023-06-05 20:04:36,635 - wikidata12k_both - [INFO] - [Epoch 36]: Training Loss: 0.0010093, Valid MRR: 0.42421,
2023-06-05 20:04:37,719 - wikidata12k_both - [INFO] - [E:37| 0]: Train Loss:0.00097815, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:06:17,448 - wikidata12k_both - [INFO] - [E:37| 100]: Train Loss:0.0010027, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:07:52,090 - wikidata12k_both - [INFO] - [E:37| 200]: Train Loss:0.0010048, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:09:32,178 - wikidata12k_both - [INFO] - [E:37| 300]: Train Loss:0.0010064, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:11:07,105 - wikidata12k_both - [INFO] - [E:37| 400]: Train Loss:0.0010069, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:12:47,849 - wikidata12k_both - [INFO] - [E:37| 500]: Train Loss:0.0010072, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:14:22,142 - wikidata12k_both - [INFO] - [E:37| 600]: Train Loss:0.0010079, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:16:01,900 - wikidata12k_both - [INFO] - [E:37| 700]: Train Loss:0.0010076, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:17:39,880 - wikidata12k_both - [INFO] - [E:37| 800]: Train Loss:0.0010081, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:19:16,673 - wikidata12k_both - [INFO] - [E:37| 900]: Train Loss:0.0010082, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:20:56,399 - wikidata12k_both - [INFO] - [E:37| 1000]: Train Loss:0.0010081, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:22:30,511 - wikidata12k_both - [INFO] - [E:37| 1100]: Train Loss:0.0010075, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:24:10,459 - wikidata12k_both - [INFO] - [E:37| 1200]: Train Loss:0.0010078, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:25:45,034 - wikidata12k_both - [INFO] - [E:37| 1300]: Train Loss:0.001008, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:27:26,027 - wikidata12k_both - [INFO] - [E:37| 1400]: Train Loss:0.0010083, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:29:00,498 - wikidata12k_both - [INFO] - [E:37| 1500]: Train Loss:0.0010081, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:30:40,311 - wikidata12k_both - [INFO] - [E:37| 1600]: Train Loss:0.0010083, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:31:45,557 - wikidata12k_both - [INFO] - [Epoch:37]: Training Loss:0.001008
2023-06-05 20:31:45,955 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 20:32:17,725 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 20:32:26,783 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 20:33:00,931 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 20:33:11,305 - wikidata12k_both - [INFO] - [Evaluating Epoch 37 valid]:
MRR: Tail : 0.51605, Head : 0.32007, Avg : 0.41806
2023-06-05 20:33:11,305 - wikidata12k_both - [INFO] - [Epoch 37]: Training Loss: 0.0010084, Valid MRR: 0.42421,
2023-06-05 20:33:12,343 - wikidata12k_both - [INFO] - [E:38| 0]: Train Loss:0.0010046, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:34:52,413 - wikidata12k_both - [INFO] - [E:38| 100]: Train Loss:0.0010023, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:36:26,980 - wikidata12k_both - [INFO] - [E:38| 200]: Train Loss:0.0010036, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:38:07,036 - wikidata12k_both - [INFO] - [E:38| 300]: Train Loss:0.0010048, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:39:42,499 - wikidata12k_both - [INFO] - [E:38| 400]: Train Loss:0.0010049, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:41:22,144 - wikidata12k_both - [INFO] - [E:38| 500]: Train Loss:0.0010054, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:43:00,886 - wikidata12k_both - [INFO] - [E:38| 600]: Train Loss:0.0010062, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:44:36,969 - wikidata12k_both - [INFO] - [E:38| 700]: Train Loss:0.0010071, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:46:16,488 - wikidata12k_both - [INFO] - [E:38| 800]: Train Loss:0.0010068, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:47:50,708 - wikidata12k_both - [INFO] - [E:38| 900]: Train Loss:0.0010067, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:49:30,444 - wikidata12k_both - [INFO] - [E:38| 1000]: Train Loss:0.0010066, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:51:05,054 - wikidata12k_both - [INFO] - [E:38| 1100]: Train Loss:0.001007, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:52:45,013 - wikidata12k_both - [INFO] - [E:38| 1200]: Train Loss:0.0010071, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:54:19,760 - wikidata12k_both - [INFO] - [E:38| 1300]: Train Loss:0.0010071, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:55:59,781 - wikidata12k_both - [INFO] - [E:38| 1400]: Train Loss:0.0010072, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:57:37,533 - wikidata12k_both - [INFO] - [E:38| 1500]: Train Loss:0.0010073, Val MRR:0.42421, wikidata12k_both
2023-06-05 20:59:14,896 - wikidata12k_both - [INFO] - [E:38| 1600]: Train Loss:0.0010071, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:00:21,175 - wikidata12k_both - [INFO] - [Epoch:38]: Training Loss:0.001007
2023-06-05 21:00:21,581 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 21:00:56,540 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 21:01:05,940 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 21:01:37,873 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 21:01:48,398 - wikidata12k_both - [INFO] - [Evaluating Epoch 38 valid]:
MRR: Tail : 0.52064, Head : 0.25735, Avg : 0.38899
2023-06-05 21:01:48,398 - wikidata12k_both - [INFO] - [Epoch 38]: Training Loss: 0.0010073, Valid MRR: 0.42421,
2023-06-05 21:01:49,507 - wikidata12k_both - [INFO] - [E:39| 0]: Train Loss:0.0010068, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:03:30,777 - wikidata12k_both - [INFO] - [E:39| 100]: Train Loss:0.0010093, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:05:06,345 - wikidata12k_both - [INFO] - [E:39| 200]: Train Loss:0.0010062, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:06:47,550 - wikidata12k_both - [INFO] - [E:39| 300]: Train Loss:0.0010048, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:08:24,733 - wikidata12k_both - [INFO] - [E:39| 400]: Train Loss:0.0010046, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:10:04,544 - wikidata12k_both - [INFO] - [E:39| 500]: Train Loss:0.0010047, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:11:44,391 - wikidata12k_both - [INFO] - [E:39| 600]: Train Loss:0.0010045, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:13:21,673 - wikidata12k_both - [INFO] - [E:39| 700]: Train Loss:0.0010048, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:15:02,586 - wikidata12k_both - [INFO] - [E:39| 800]: Train Loss:0.0010054, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:16:38,129 - wikidata12k_both - [INFO] - [E:39| 900]: Train Loss:0.0010059, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:18:19,536 - wikidata12k_both - [INFO] - [E:39| 1000]: Train Loss:0.0010062, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:19:55,053 - wikidata12k_both - [INFO] - [E:39| 1100]: Train Loss:0.0010062, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:21:36,341 - wikidata12k_both - [INFO] - [E:39| 1200]: Train Loss:0.0010063, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:23:11,667 - wikidata12k_both - [INFO] - [E:39| 1300]: Train Loss:0.0010063, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:24:52,813 - wikidata12k_both - [INFO] - [E:39| 1400]: Train Loss:0.0010062, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:26:28,211 - wikidata12k_both - [INFO] - [E:39| 1500]: Train Loss:0.0010061, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:28:09,311 - wikidata12k_both - [INFO] - [E:39| 1600]: Train Loss:0.0010059, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:29:15,198 - wikidata12k_both - [INFO] - [Epoch:39]: Training Loss:0.001006
2023-06-05 21:29:15,600 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 21:29:46,465 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 21:29:56,111 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 21:30:31,290 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 21:30:41,810 - wikidata12k_both - [INFO] - [Evaluating Epoch 39 valid]:
MRR: Tail : 0.51085, Head : 0.30875, Avg : 0.4098
MR: Tail : 414.4, Head : 424.33, Avg : 419.37
Hit-1: Tail : 0.41318, Head : 0.19938, Avg : 0.30628
Hit-3: Tail : 0.56443, Head : 0.34632, Avg : 0.45538
Hit-10: Tail : 0.69282, Head : 0.54624, Avg : 0.61953
2023-06-05 21:30:41,810 - wikidata12k_both - [INFO] - [Epoch 39]: Training Loss: 0.001006, Valid MRR: 0.42421,
2023-06-05 21:30:42,791 - wikidata12k_both - [INFO] - [E:40| 0]: Train Loss:0.00099217, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:32:24,172 - wikidata12k_both - [INFO] - [E:40| 100]: Train Loss:0.0010032, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:33:59,853 - wikidata12k_both - [INFO] - [E:40| 200]: Train Loss:0.0010038, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:35:41,305 - wikidata12k_both - [INFO] - [E:40| 300]: Train Loss:0.0010039, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:37:16,926 - wikidata12k_both - [INFO] - [E:40| 400]: Train Loss:0.0010041, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:38:58,052 - wikidata12k_both - [INFO] - [E:40| 500]: Train Loss:0.0010056, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:40:33,540 - wikidata12k_both - [INFO] - [E:40| 600]: Train Loss:0.001005, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:42:15,091 - wikidata12k_both - [INFO] - [E:40| 700]: Train Loss:0.0010051, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:43:52,967 - wikidata12k_both - [INFO] - [E:40| 800]: Train Loss:0.0010053, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:45:31,893 - wikidata12k_both - [INFO] - [E:40| 900]: Train Loss:0.0010054, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:47:11,705 - wikidata12k_both - [INFO] - [E:40| 1000]: Train Loss:0.0010054, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:48:46,371 - wikidata12k_both - [INFO] - [E:40| 1100]: Train Loss:0.0010057, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:50:26,156 - wikidata12k_both - [INFO] - [E:40| 1200]: Train Loss:0.0010054, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:52:00,673 - wikidata12k_both - [INFO] - [E:40| 1300]: Train Loss:0.001005, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:53:40,754 - wikidata12k_both - [INFO] - [E:40| 1400]: Train Loss:0.001005, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:55:15,278 - wikidata12k_both - [INFO] - [E:40| 1500]: Train Loss:0.0010053, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:56:55,345 - wikidata12k_both - [INFO] - [E:40| 1600]: Train Loss:0.0010056, Val MRR:0.42421, wikidata12k_both
2023-06-05 21:58:00,385 - wikidata12k_both - [INFO] - [Epoch:40]: Training Loss:0.001006
2023-06-05 21:58:00,788 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 21:58:31,184 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 21:58:40,818 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 21:59:15,966 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 21:59:26,412 - wikidata12k_both - [INFO] - [Evaluating Epoch 40 valid]:
MRR: Tail : 0.51577, Head : 0.27009, Avg : 0.39293
2023-06-05 21:59:26,413 - wikidata12k_both - [INFO] - [Epoch 40]: Training Loss: 0.0010058, Valid MRR: 0.42421,
2023-06-05 21:59:27,435 - wikidata12k_both - [INFO] - [E:41| 0]: Train Loss:0.00097127, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:01:07,926 - wikidata12k_both - [INFO] - [E:41| 100]: Train Loss:0.0010063, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:02:42,203 - wikidata12k_both - [INFO] - [E:41| 200]: Train Loss:0.0010065, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:04:22,100 - wikidata12k_both - [INFO] - [E:41| 300]: Train Loss:0.0010049, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:05:56,546 - wikidata12k_both - [INFO] - [E:41| 400]: Train Loss:0.0010047, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:07:36,391 - wikidata12k_both - [INFO] - [E:41| 500]: Train Loss:0.0010042, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:09:13,960 - wikidata12k_both - [INFO] - [E:41| 600]: Train Loss:0.0010037, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:10:51,357 - wikidata12k_both - [INFO] - [E:41| 700]: Train Loss:0.0010041, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:12:31,388 - wikidata12k_both - [INFO] - [E:41| 800]: Train Loss:0.0010038, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:14:06,056 - wikidata12k_both - [INFO] - [E:41| 900]: Train Loss:0.0010042, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:15:46,929 - wikidata12k_both - [INFO] - [E:41| 1000]: Train Loss:0.0010039, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:17:22,421 - wikidata12k_both - [INFO] - [E:41| 1100]: Train Loss:0.0010042, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:19:03,810 - wikidata12k_both - [INFO] - [E:41| 1200]: Train Loss:0.0010046, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:20:39,352 - wikidata12k_both - [INFO] - [E:41| 1300]: Train Loss:0.0010048, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:22:20,721 - wikidata12k_both - [INFO] - [E:41| 1400]: Train Loss:0.0010046, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:23:56,419 - wikidata12k_both - [INFO] - [E:41| 1500]: Train Loss:0.0010046, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:25:37,763 - wikidata12k_both - [INFO] - [E:41| 1600]: Train Loss:0.0010045, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:26:44,049 - wikidata12k_both - [INFO] - [Epoch:41]: Training Loss:0.001004
2023-06-05 22:26:44,340 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 22:27:15,727 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 22:27:25,319 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 22:28:00,738 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 22:28:11,270 - wikidata12k_both - [INFO] - [Evaluating Epoch 41 valid]:
MRR: Tail : 0.51808, Head : 0.3217, Avg : 0.41989
2023-06-05 22:28:11,271 - wikidata12k_both - [INFO] - [Epoch 41]: Training Loss: 0.0010045, Valid MRR: 0.42421,
2023-06-05 22:28:12,243 - wikidata12k_both - [INFO] - [E:42| 0]: Train Loss:0.00098216, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:29:53,414 - wikidata12k_both - [INFO] - [E:42| 100]: Train Loss:0.001002, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:31:28,650 - wikidata12k_both - [INFO] - [E:42| 200]: Train Loss:0.001002, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:33:09,806 - wikidata12k_both - [INFO] - [E:42| 300]: Train Loss:0.001001, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:34:45,173 - wikidata12k_both - [INFO] - [E:42| 400]: Train Loss:0.0010004, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:36:26,417 - wikidata12k_both - [INFO] - [E:42| 500]: Train Loss:0.0010006, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:38:01,902 - wikidata12k_both - [INFO] - [E:42| 600]: Train Loss:0.0010014, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:39:43,215 - wikidata12k_both - [INFO] - [E:42| 700]: Train Loss:0.0010018, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:41:21,197 - wikidata12k_both - [INFO] - [E:42| 800]: Train Loss:0.0010024, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:43:00,170 - wikidata12k_both - [INFO] - [E:42| 900]: Train Loss:0.0010026, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:44:40,559 - wikidata12k_both - [INFO] - [E:42| 1000]: Train Loss:0.001003, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:46:16,610 - wikidata12k_both - [INFO] - [E:42| 1100]: Train Loss:0.0010028, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:47:56,595 - wikidata12k_both - [INFO] - [E:42| 1200]: Train Loss:0.0010028, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:49:31,210 - wikidata12k_both - [INFO] - [E:42| 1300]: Train Loss:0.0010027, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:51:10,859 - wikidata12k_both - [INFO] - [E:42| 1400]: Train Loss:0.0010027, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:52:45,413 - wikidata12k_both - [INFO] - [E:42| 1500]: Train Loss:0.0010029, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:54:25,276 - wikidata12k_both - [INFO] - [E:42| 1600]: Train Loss:0.0010029, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:55:30,336 - wikidata12k_both - [INFO] - [Epoch:42]: Training Loss:0.001003
2023-06-05 22:55:30,630 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 22:56:00,412 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 22:56:10,990 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 22:56:45,968 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 22:56:56,315 - wikidata12k_both - [INFO] - [Evaluating Epoch 42 valid]:
MRR: Tail : 0.51447, Head : 0.27843, Avg : 0.39645
2023-06-05 22:56:56,315 - wikidata12k_both - [INFO] - [Epoch 42]: Training Loss: 0.0010034, Valid MRR: 0.42421,
2023-06-05 22:56:57,390 - wikidata12k_both - [INFO] - [E:43| 0]: Train Loss:0.0010067, Val MRR:0.42421, wikidata12k_both
2023-06-05 22:58:37,269 - wikidata12k_both - [INFO] - [E:43| 100]: Train Loss:0.00099694, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:00:12,083 - wikidata12k_both - [INFO] - [E:43| 200]: Train Loss:0.00099631, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:01:52,709 - wikidata12k_both - [INFO] - [E:43| 300]: Train Loss:0.00099815, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:03:27,117 - wikidata12k_both - [INFO] - [E:43| 400]: Train Loss:0.00099963, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:05:06,898 - wikidata12k_both - [INFO] - [E:43| 500]: Train Loss:0.0010011, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:06:43,066 - wikidata12k_both - [INFO] - [E:43| 600]: Train Loss:0.001001, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:08:21,451 - wikidata12k_both - [INFO] - [E:43| 700]: Train Loss:0.0010012, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:10:01,016 - wikidata12k_both - [INFO] - [E:43| 800]: Train Loss:0.0010009, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:11:35,479 - wikidata12k_both - [INFO] - [E:43| 900]: Train Loss:0.0010011, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:13:15,578 - wikidata12k_both - [INFO] - [E:43| 1000]: Train Loss:0.0010015, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:14:49,850 - wikidata12k_both - [INFO] - [E:43| 1100]: Train Loss:0.0010014, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:16:30,642 - wikidata12k_both - [INFO] - [E:43| 1200]: Train Loss:0.0010015, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:18:05,425 - wikidata12k_both - [INFO] - [E:43| 1300]: Train Loss:0.0010019, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:19:45,302 - wikidata12k_both - [INFO] - [E:43| 1400]: Train Loss:0.0010019, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:21:21,056 - wikidata12k_both - [INFO] - [E:43| 1500]: Train Loss:0.001002, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:22:59,707 - wikidata12k_both - [INFO] - [E:43| 1600]: Train Loss:0.0010023, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:24:04,962 - wikidata12k_both - [INFO] - [Epoch:43]: Training Loss:0.001002
2023-06-05 23:24:05,364 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 23:24:39,126 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 23:24:48,185 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 23:25:20,484 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 23:25:30,841 - wikidata12k_both - [INFO] - [Evaluating Epoch 43 valid]:
MRR: Tail : 0.51687, Head : 0.27995, Avg : 0.39841
2023-06-05 23:25:30,841 - wikidata12k_both - [INFO] - [Epoch 43]: Training Loss: 0.0010025, Valid MRR: 0.42421,
2023-06-05 23:25:31,886 - wikidata12k_both - [INFO] - [E:44| 0]: Train Loss:0.0010171, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:27:11,732 - wikidata12k_both - [INFO] - [E:44| 100]: Train Loss:0.00099946, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:28:46,803 - wikidata12k_both - [INFO] - [E:44| 200]: Train Loss:0.00099755, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:30:26,494 - wikidata12k_both - [INFO] - [E:44| 300]: Train Loss:0.00099829, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:32:04,571 - wikidata12k_both - [INFO] - [E:44| 400]: Train Loss:0.00099809, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:33:42,993 - wikidata12k_both - [INFO] - [E:44| 500]: Train Loss:0.00099945, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:35:23,782 - wikidata12k_both - [INFO] - [E:44| 600]: Train Loss:0.00099956, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:36:59,844 - wikidata12k_both - [INFO] - [E:44| 700]: Train Loss:0.000999, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:38:41,155 - wikidata12k_both - [INFO] - [E:44| 800]: Train Loss:0.00099926, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:40:16,766 - wikidata12k_both - [INFO] - [E:44| 900]: Train Loss:0.0009992, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:41:58,236 - wikidata12k_both - [INFO] - [E:44| 1000]: Train Loss:0.00099987, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:43:33,874 - wikidata12k_both - [INFO] - [E:44| 1100]: Train Loss:0.0010002, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:45:15,296 - wikidata12k_both - [INFO] - [E:44| 1200]: Train Loss:0.0010006, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:46:50,672 - wikidata12k_both - [INFO] - [E:44| 1300]: Train Loss:0.0010007, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:48:30,960 - wikidata12k_both - [INFO] - [E:44| 1400]: Train Loss:0.001001, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:50:06,255 - wikidata12k_both - [INFO] - [E:44| 1500]: Train Loss:0.0010012, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:51:45,427 - wikidata12k_both - [INFO] - [E:44| 1600]: Train Loss:0.0010012, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:52:50,733 - wikidata12k_both - [INFO] - [Epoch:44]: Training Loss:0.001001
2023-06-05 23:52:51,019 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-05 23:53:24,362 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-05 23:53:33,387 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-05 23:54:06,179 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-05 23:54:16,469 - wikidata12k_both - [INFO] - [Evaluating Epoch 44 valid]:
MRR: Tail : 0.51319, Head : 0.29954, Avg : 0.40637
2023-06-05 23:54:16,469 - wikidata12k_both - [INFO] - [Epoch 44]: Training Loss: 0.0010013, Valid MRR: 0.42421,
2023-06-05 23:54:17,478 - wikidata12k_both - [INFO] - [E:45| 0]: Train Loss:0.0010107, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:55:57,330 - wikidata12k_both - [INFO] - [E:45| 100]: Train Loss:0.00099754, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:57:31,961 - wikidata12k_both - [INFO] - [E:45| 200]: Train Loss:0.00099816, Val MRR:0.42421, wikidata12k_both
2023-06-05 23:59:11,857 - wikidata12k_both - [INFO] - [E:45| 300]: Train Loss:0.00099855, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:00:48,827 - wikidata12k_both - [INFO] - [E:45| 400]: Train Loss:0.00099829, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:02:27,279 - wikidata12k_both - [INFO] - [E:45| 500]: Train Loss:0.00099893, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:04:07,033 - wikidata12k_both - [INFO] - [E:45| 600]: Train Loss:0.00099915, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:05:41,631 - wikidata12k_both - [INFO] - [E:45| 700]: Train Loss:0.00099898, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:07:21,204 - wikidata12k_both - [INFO] - [E:45| 800]: Train Loss:0.00099884, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:08:55,704 - wikidata12k_both - [INFO] - [E:45| 900]: Train Loss:0.00099946, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:10:35,401 - wikidata12k_both - [INFO] - [E:45| 1000]: Train Loss:0.00099967, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:12:10,282 - wikidata12k_both - [INFO] - [E:45| 1100]: Train Loss:0.00099975, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:13:50,092 - wikidata12k_both - [INFO] - [E:45| 1200]: Train Loss:0.0009999, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:15:26,553 - wikidata12k_both - [INFO] - [E:45| 1300]: Train Loss:0.0010004, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:16:41,034 - wikidata12k_both - [INFO] - [E:45| 1400]: Train Loss:0.0010007, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:17:46,592 - wikidata12k_both - [INFO] - [E:45| 1500]: Train Loss:0.0010007, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:18:52,081 - wikidata12k_both - [INFO] - [E:45| 1600]: Train Loss:0.0010007, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:19:34,895 - wikidata12k_both - [INFO] - [Epoch:45]: Training Loss:0.001001
2023-06-06 00:19:35,116 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 00:19:57,184 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 00:20:03,924 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 00:20:26,564 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 00:20:33,880 - wikidata12k_both - [INFO] - [Evaluating Epoch 45 valid]:
MRR: Tail : 0.52152, Head : 0.2891, Avg : 0.40531
2023-06-06 00:20:33,880 - wikidata12k_both - [INFO] - [Epoch 45]: Training Loss: 0.001001, Valid MRR: 0.42421,
2023-06-06 00:20:34,734 - wikidata12k_both - [INFO] - [E:46| 0]: Train Loss:0.00098475, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:22:03,421 - wikidata12k_both - [INFO] - [E:46| 100]: Train Loss:0.00099755, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:23:28,069 - wikidata12k_both - [INFO] - [E:46| 200]: Train Loss:0.00099823, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:24:34,398 - wikidata12k_both - [INFO] - [E:46| 300]: Train Loss:0.00099911, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:26:03,064 - wikidata12k_both - [INFO] - [E:46| 400]: Train Loss:0.00099863, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:27:27,988 - wikidata12k_both - [INFO] - [E:46| 500]: Train Loss:0.00099852, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:28:56,645 - wikidata12k_both - [INFO] - [E:46| 600]: Train Loss:0.00099846, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:30:23,933 - wikidata12k_both - [INFO] - [E:46| 700]: Train Loss:0.00099867, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:31:51,322 - wikidata12k_both - [INFO] - [E:46| 800]: Train Loss:0.00099811, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:33:20,129 - wikidata12k_both - [INFO] - [E:46| 900]: Train Loss:0.00099844, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:34:47,221 - wikidata12k_both - [INFO] - [E:46| 1000]: Train Loss:0.00099895, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:36:14,437 - wikidata12k_both - [INFO] - [E:46| 1100]: Train Loss:0.0009986, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:37:43,116 - wikidata12k_both - [INFO] - [E:46| 1200]: Train Loss:0.00099872, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:39:10,285 - wikidata12k_both - [INFO] - [E:46| 1300]: Train Loss:0.00099904, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:40:37,522 - wikidata12k_both - [INFO] - [E:46| 1400]: Train Loss:0.00099926, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:42:06,368 - wikidata12k_both - [INFO] - [E:46| 1500]: Train Loss:0.00099919, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:43:33,644 - wikidata12k_both - [INFO] - [E:46| 1600]: Train Loss:0.00099935, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:44:31,662 - wikidata12k_both - [INFO] - [Epoch:46]: Training Loss:0.0009993
2023-06-06 00:44:31,984 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 00:45:01,273 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 00:45:10,606 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 00:45:41,641 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 00:45:50,749 - wikidata12k_both - [INFO] - [Evaluating Epoch 46 valid]:
MRR: Tail : 0.51963, Head : 0.3224, Avg : 0.42101
2023-06-06 00:45:50,749 - wikidata12k_both - [INFO] - [Epoch 46]: Training Loss: 0.00099926, Valid MRR: 0.42421,
2023-06-06 00:45:51,643 - wikidata12k_both - [INFO] - [E:47| 0]: Train Loss:0.00098758, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:47:19,065 - wikidata12k_both - [INFO] - [E:47| 100]: Train Loss:0.0009975, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:48:47,580 - wikidata12k_both - [INFO] - [E:47| 200]: Train Loss:0.0009954, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:50:14,644 - wikidata12k_both - [INFO] - [E:47| 300]: Train Loss:0.00099682, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:51:41,887 - wikidata12k_both - [INFO] - [E:47| 400]: Train Loss:0.00099834, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:53:10,329 - wikidata12k_both - [INFO] - [E:47| 500]: Train Loss:0.0009978, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:54:37,717 - wikidata12k_both - [INFO] - [E:47| 600]: Train Loss:0.00099824, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:56:05,435 - wikidata12k_both - [INFO] - [E:47| 700]: Train Loss:0.000998, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:57:33,592 - wikidata12k_both - [INFO] - [E:47| 800]: Train Loss:0.00099742, Val MRR:0.42421, wikidata12k_both
2023-06-06 00:59:00,807 - wikidata12k_both - [INFO] - [E:47| 900]: Train Loss:0.00099734, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:00:29,024 - wikidata12k_both - [INFO] - [E:47| 1000]: Train Loss:0.00099752, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:01:56,691 - wikidata12k_both - [INFO] - [E:47| 1100]: Train Loss:0.00099768, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:03:24,068 - wikidata12k_both - [INFO] - [E:47| 1200]: Train Loss:0.0009978, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:04:52,566 - wikidata12k_both - [INFO] - [E:47| 1300]: Train Loss:0.00099797, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:06:19,614 - wikidata12k_both - [INFO] - [E:47| 1400]: Train Loss:0.00099835, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:07:47,039 - wikidata12k_both - [INFO] - [E:47| 1500]: Train Loss:0.00099846, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:09:15,659 - wikidata12k_both - [INFO] - [E:47| 1600]: Train Loss:0.00099837, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:10:12,447 - wikidata12k_both - [INFO] - [Epoch:47]: Training Loss:0.0009984
2023-06-06 01:10:12,767 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 01:10:43,392 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 01:10:52,765 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 01:11:23,722 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 01:11:32,850 - wikidata12k_both - [INFO] - [Evaluating Epoch 47 valid]:
MRR: Tail : 0.51987, Head : 0.26381, Avg : 0.39184
2023-06-06 01:11:32,850 - wikidata12k_both - [INFO] - [Epoch 47]: Training Loss: 0.00099844, Valid MRR: 0.42421,
2023-06-06 01:11:33,736 - wikidata12k_both - [INFO] - [E:48| 0]: Train Loss:0.00097971, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:13:01,124 - wikidata12k_both - [INFO] - [E:48| 100]: Train Loss:0.00099768, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:14:28,529 - wikidata12k_both - [INFO] - [E:48| 200]: Train Loss:0.00099677, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:15:57,279 - wikidata12k_both - [INFO] - [E:48| 300]: Train Loss:0.00099754, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:17:24,873 - wikidata12k_both - [INFO] - [E:48| 400]: Train Loss:0.00099796, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:18:52,154 - wikidata12k_both - [INFO] - [E:48| 500]: Train Loss:0.00099731, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:20:20,723 - wikidata12k_both - [INFO] - [E:48| 600]: Train Loss:0.00099754, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:21:48,148 - wikidata12k_both - [INFO] - [E:48| 700]: Train Loss:0.00099779, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:23:15,722 - wikidata12k_both - [INFO] - [E:48| 800]: Train Loss:0.00099764, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:24:44,488 - wikidata12k_both - [INFO] - [E:48| 900]: Train Loss:0.00099768, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:26:12,035 - wikidata12k_both - [INFO] - [E:48| 1000]: Train Loss:0.00099712, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:27:39,484 - wikidata12k_both - [INFO] - [E:48| 1100]: Train Loss:0.00099745, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:29:08,261 - wikidata12k_both - [INFO] - [E:48| 1200]: Train Loss:0.00099721, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:30:35,767 - wikidata12k_both - [INFO] - [E:48| 1300]: Train Loss:0.00099748, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:32:02,975 - wikidata12k_both - [INFO] - [E:48| 1400]: Train Loss:0.00099774, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:33:31,809 - wikidata12k_both - [INFO] - [E:48| 1500]: Train Loss:0.000998, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:34:59,147 - wikidata12k_both - [INFO] - [E:48| 1600]: Train Loss:0.00099785, Val MRR:0.42421, wikidata12k_both
2023-06-06 01:35:57,077 - wikidata12k_both - [INFO] - [Epoch:48]: Training Loss:0.0009981
2023-06-06 01:35:57,400 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 01:36:27,066 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 01:36:36,128 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 01:37:07,137 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 01:37:16,315 - wikidata12k_both - [INFO] - [Evaluating Epoch 48 valid]:
MRR: Tail : 0.52359, Head : 0.33525, Avg : 0.42942
2023-06-06 01:37:17,661 - wikidata12k_both - [INFO] - [Epoch 48]: Training Loss: 0.00099806, Valid MRR: 0.42942,
2023-06-06 01:37:18,545 - wikidata12k_both - [INFO] - [E:49| 0]: Train Loss:0.00097913, Val MRR:0.42942, wikidata12k_both
2023-06-06 01:38:46,052 - wikidata12k_both - [INFO] - [E:49| 100]: Train Loss:0.00099427, Val MRR:0.42942, wikidata12k_both
2023-06-06 01:40:14,695 - wikidata12k_both - [INFO] - [E:49| 200]: Train Loss:0.00099524, Val MRR:0.42942, wikidata12k_both
2023-06-06 01:41:42,087 - wikidata12k_both - [INFO] - [E:49| 300]: Train Loss:0.00099428, Val MRR:0.42942, wikidata12k_both
2023-06-06 01:43:09,293 - wikidata12k_both - [INFO] - [E:49| 400]: Train Loss:0.00099423, Val MRR:0.42942, wikidata12k_both
2023-06-06 01:44:38,026 - wikidata12k_both - [INFO] - [E:49| 500]: Train Loss:0.00099436, Val MRR:0.42942, wikidata12k_both
2023-06-06 01:46:05,186 - wikidata12k_both - [INFO] - [E:49| 600]: Train Loss:0.00099559, Val MRR:0.42942, wikidata12k_both
2023-06-06 01:47:33,347 - wikidata12k_both - [INFO] - [E:49| 700]: Train Loss:0.00099549, Val MRR:0.42942, wikidata12k_both
2023-06-06 01:49:01,678 - wikidata12k_both - [INFO] - [E:49| 800]: Train Loss:0.00099592, Val MRR:0.42942, wikidata12k_both
2023-06-06 01:50:29,060 - wikidata12k_both - [INFO] - [E:49| 900]: Train Loss:0.00099627, Val MRR:0.42942, wikidata12k_both
2023-06-06 01:51:57,373 - wikidata12k_both - [INFO] - [E:49| 1000]: Train Loss:0.00099636, Val MRR:0.42942, wikidata12k_both
2023-06-06 01:53:24,994 - wikidata12k_both - [INFO] - [E:49| 1100]: Train Loss:0.00099628, Val MRR:0.42942, wikidata12k_both
2023-06-06 01:54:52,126 - wikidata12k_both - [INFO] - [E:49| 1200]: Train Loss:0.00099655, Val MRR:0.42942, wikidata12k_both
2023-06-06 01:56:20,514 - wikidata12k_both - [INFO] - [E:49| 1300]: Train Loss:0.00099666, Val MRR:0.42942, wikidata12k_both
2023-06-06 01:57:47,926 - wikidata12k_both - [INFO] - [E:49| 1400]: Train Loss:0.00099625, Val MRR:0.42942, wikidata12k_both
2023-06-06 01:59:15,349 - wikidata12k_both - [INFO] - [E:49| 1500]: Train Loss:0.0009964, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:00:43,818 - wikidata12k_both - [INFO] - [E:49| 1600]: Train Loss:0.00099677, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:01:40,607 - wikidata12k_both - [INFO] - [Epoch:49]: Training Loss:0.0009969
2023-06-06 02:01:40,935 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 02:02:12,007 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 02:02:21,516 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 02:02:52,835 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 02:03:01,794 - wikidata12k_both - [INFO] - [Evaluating Epoch 49 valid]:
MRR: Tail : 0.5176, Head : 0.33584, Avg : 0.42672
MR: Tail : 480.28, Head : 445.89, Avg : 463.08
Hit-1: Tail : 0.42318, Head : 0.23014, Avg : 0.32666
Hit-3: Tail : 0.57156, Head : 0.38146, Avg : 0.47651
Hit-10: Tail : 0.70054, Head : 0.55737, Avg : 0.62896
2023-06-06 02:03:01,794 - wikidata12k_both - [INFO] - [Epoch 49]: Training Loss: 0.00099692, Valid MRR: 0.42942,
2023-06-06 02:03:02,623 - wikidata12k_both - [INFO] - [E:50| 0]: Train Loss:0.0009943, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:04:30,390 - wikidata12k_both - [INFO] - [E:50| 100]: Train Loss:0.00099504, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:05:57,532 - wikidata12k_both - [INFO] - [E:50| 200]: Train Loss:0.00099314, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:07:26,101 - wikidata12k_both - [INFO] - [E:50| 300]: Train Loss:0.00099322, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:08:53,516 - wikidata12k_both - [INFO] - [E:50| 400]: Train Loss:0.00099405, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:10:20,967 - wikidata12k_both - [INFO] - [E:50| 500]: Train Loss:0.00099556, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:11:49,774 - wikidata12k_both - [INFO] - [E:50| 600]: Train Loss:0.0009961, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:13:17,372 - wikidata12k_both - [INFO] - [E:50| 700]: Train Loss:0.00099595, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:14:44,931 - wikidata12k_both - [INFO] - [E:50| 800]: Train Loss:0.00099547, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:16:13,594 - wikidata12k_both - [INFO] - [E:50| 900]: Train Loss:0.00099615, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:17:41,206 - wikidata12k_both - [INFO] - [E:50| 1000]: Train Loss:0.000996, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:19:09,033 - wikidata12k_both - [INFO] - [E:50| 1100]: Train Loss:0.00099604, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:20:37,760 - wikidata12k_both - [INFO] - [E:50| 1200]: Train Loss:0.00099618, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:22:05,318 - wikidata12k_both - [INFO] - [E:50| 1300]: Train Loss:0.0009964, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:23:32,970 - wikidata12k_both - [INFO] - [E:50| 1400]: Train Loss:0.00099641, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:25:01,722 - wikidata12k_both - [INFO] - [E:50| 1500]: Train Loss:0.00099622, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:26:29,331 - wikidata12k_both - [INFO] - [E:50| 1600]: Train Loss:0.00099626, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:27:27,294 - wikidata12k_both - [INFO] - [Epoch:50]: Training Loss:0.0009962
2023-06-06 02:27:27,625 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 02:27:56,873 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 02:28:06,252 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 02:28:37,343 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 02:28:46,561 - wikidata12k_both - [INFO] - [Evaluating Epoch 50 valid]:
MRR: Tail : 0.51355, Head : 0.27153, Avg : 0.39254
2023-06-06 02:28:46,561 - wikidata12k_both - [INFO] - [Epoch 50]: Training Loss: 0.00099617, Valid MRR: 0.42942,
2023-06-06 02:28:47,458 - wikidata12k_both - [INFO] - [E:51| 0]: Train Loss:0.00096828, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:30:15,114 - wikidata12k_both - [INFO] - [E:51| 100]: Train Loss:0.00099137, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:31:43,858 - wikidata12k_both - [INFO] - [E:51| 200]: Train Loss:0.00099227, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:33:11,572 - wikidata12k_both - [INFO] - [E:51| 300]: Train Loss:0.00099189, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:34:39,588 - wikidata12k_both - [INFO] - [E:51| 400]: Train Loss:0.00099267, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:36:08,254 - wikidata12k_both - [INFO] - [E:51| 500]: Train Loss:0.00099375, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:37:35,850 - wikidata12k_both - [INFO] - [E:51| 600]: Train Loss:0.00099369, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:39:03,319 - wikidata12k_both - [INFO] - [E:51| 700]: Train Loss:0.00099396, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:40:32,082 - wikidata12k_both - [INFO] - [E:51| 800]: Train Loss:0.00099407, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:41:59,661 - wikidata12k_both - [INFO] - [E:51| 900]: Train Loss:0.00099428, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:43:27,615 - wikidata12k_both - [INFO] - [E:51| 1000]: Train Loss:0.00099424, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:44:56,044 - wikidata12k_both - [INFO] - [E:51| 1100]: Train Loss:0.00099423, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:46:23,498 - wikidata12k_both - [INFO] - [E:51| 1200]: Train Loss:0.00099404, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:47:51,968 - wikidata12k_both - [INFO] - [E:51| 1300]: Train Loss:0.00099453, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:49:20,077 - wikidata12k_both - [INFO] - [E:51| 1400]: Train Loss:0.00099479, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:50:47,384 - wikidata12k_both - [INFO] - [E:51| 1500]: Train Loss:0.00099494, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:52:15,952 - wikidata12k_both - [INFO] - [E:51| 1600]: Train Loss:0.00099501, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:53:12,483 - wikidata12k_both - [INFO] - [Epoch:51]: Training Loss:0.0009953
2023-06-06 02:53:12,811 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 02:53:43,555 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 02:53:52,975 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 02:54:24,240 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 02:54:32,869 - wikidata12k_both - [INFO] - [Evaluating Epoch 51 valid]:
MRR: Tail : 0.51383, Head : 0.32582, Avg : 0.41983
2023-06-06 02:54:32,870 - wikidata12k_both - [INFO] - [Epoch 51]: Training Loss: 0.00099528, Valid MRR: 0.42942,
2023-06-06 02:54:33,693 - wikidata12k_both - [INFO] - [E:52| 0]: Train Loss:0.00095226, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:56:01,607 - wikidata12k_both - [INFO] - [E:52| 100]: Train Loss:0.00099819, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:57:29,096 - wikidata12k_both - [INFO] - [E:52| 200]: Train Loss:0.00099594, Val MRR:0.42942, wikidata12k_both
2023-06-06 02:58:57,449 - wikidata12k_both - [INFO] - [E:52| 300]: Train Loss:0.00099389, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:00:25,175 - wikidata12k_both - [INFO] - [E:52| 400]: Train Loss:0.00099291, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:01:52,698 - wikidata12k_both - [INFO] - [E:52| 500]: Train Loss:0.00099424, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:03:21,293 - wikidata12k_both - [INFO] - [E:52| 600]: Train Loss:0.00099413, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:04:48,891 - wikidata12k_both - [INFO] - [E:52| 700]: Train Loss:0.0009939, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:06:16,429 - wikidata12k_both - [INFO] - [E:52| 800]: Train Loss:0.00099423, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:07:44,889 - wikidata12k_both - [INFO] - [E:52| 900]: Train Loss:0.00099397, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:09:12,402 - wikidata12k_both - [INFO] - [E:52| 1000]: Train Loss:0.00099404, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:10:39,877 - wikidata12k_both - [INFO] - [E:52| 1100]: Train Loss:0.00099426, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:12:08,468 - wikidata12k_both - [INFO] - [E:52| 1200]: Train Loss:0.00099409, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:13:36,048 - wikidata12k_both - [INFO] - [E:52| 1300]: Train Loss:0.000994, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:15:03,587 - wikidata12k_both - [INFO] - [E:52| 1400]: Train Loss:0.0009941, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:16:32,418 - wikidata12k_both - [INFO] - [E:52| 1500]: Train Loss:0.00099421, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:17:59,967 - wikidata12k_both - [INFO] - [E:52| 1600]: Train Loss:0.0009942, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:18:57,980 - wikidata12k_both - [INFO] - [Epoch:52]: Training Loss:0.0009943
2023-06-06 03:18:58,305 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 03:19:27,610 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 03:19:36,961 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 03:20:08,046 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 03:20:17,228 - wikidata12k_both - [INFO] - [Evaluating Epoch 52 valid]:
MRR: Tail : 0.51827, Head : 0.25683, Avg : 0.38755
2023-06-06 03:20:17,228 - wikidata12k_both - [INFO] - [Epoch 52]: Training Loss: 0.00099431, Valid MRR: 0.42942,
2023-06-06 03:20:18,147 - wikidata12k_both - [INFO] - [E:53| 0]: Train Loss:0.00097597, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:21:45,835 - wikidata12k_both - [INFO] - [E:53| 100]: Train Loss:0.00098967, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:23:14,733 - wikidata12k_both - [INFO] - [E:53| 200]: Train Loss:0.00099091, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:24:42,253 - wikidata12k_both - [INFO] - [E:53| 300]: Train Loss:0.00099117, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:26:09,749 - wikidata12k_both - [INFO] - [E:53| 400]: Train Loss:0.00099149, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:27:38,568 - wikidata12k_both - [INFO] - [E:53| 500]: Train Loss:0.00099219, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:29:06,029 - wikidata12k_both - [INFO] - [E:53| 600]: Train Loss:0.00099226, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:30:33,668 - wikidata12k_both - [INFO] - [E:53| 700]: Train Loss:0.00099266, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:32:02,406 - wikidata12k_both - [INFO] - [E:53| 800]: Train Loss:0.00099297, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:33:29,910 - wikidata12k_both - [INFO] - [E:53| 900]: Train Loss:0.0009932, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:34:57,589 - wikidata12k_both - [INFO] - [E:53| 1000]: Train Loss:0.00099282, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:36:26,441 - wikidata12k_both - [INFO] - [E:53| 1100]: Train Loss:0.00099261, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:37:54,396 - wikidata12k_both - [INFO] - [E:53| 1200]: Train Loss:0.0009927, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:39:22,498 - wikidata12k_both - [INFO] - [E:53| 1300]: Train Loss:0.00099284, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:40:50,783 - wikidata12k_both - [INFO] - [E:53| 1400]: Train Loss:0.00099273, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:42:18,419 - wikidata12k_both - [INFO] - [E:53| 1500]: Train Loss:0.00099279, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:43:47,094 - wikidata12k_both - [INFO] - [E:53| 1600]: Train Loss:0.00099302, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:44:44,216 - wikidata12k_both - [INFO] - [Epoch:53]: Training Loss:0.0009932
2023-06-06 03:44:44,541 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 03:45:15,356 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 03:45:24,766 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 03:45:55,940 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 03:46:04,223 - wikidata12k_both - [INFO] - [Evaluating Epoch 53 valid]:
MRR: Tail : 0.5154, Head : 0.30779, Avg : 0.4116
2023-06-06 03:46:04,224 - wikidata12k_both - [INFO] - [Epoch 53]: Training Loss: 0.00099321, Valid MRR: 0.42942,
2023-06-06 03:46:05,046 - wikidata12k_both - [INFO] - [E:54| 0]: Train Loss:0.00097311, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:47:33,530 - wikidata12k_both - [INFO] - [E:54| 100]: Train Loss:0.00099037, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:49:01,274 - wikidata12k_both - [INFO] - [E:54| 200]: Train Loss:0.00098889, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:50:29,728 - wikidata12k_both - [INFO] - [E:54| 300]: Train Loss:0.00099021, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:51:57,855 - wikidata12k_both - [INFO] - [E:54| 400]: Train Loss:0.00099015, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:53:25,934 - wikidata12k_both - [INFO] - [E:54| 500]: Train Loss:0.00099013, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:54:54,465 - wikidata12k_both - [INFO] - [E:54| 600]: Train Loss:0.00099021, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:56:21,942 - wikidata12k_both - [INFO] - [E:54| 700]: Train Loss:0.00099125, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:57:49,455 - wikidata12k_both - [INFO] - [E:54| 800]: Train Loss:0.0009917, Val MRR:0.42942, wikidata12k_both
2023-06-06 03:59:18,018 - wikidata12k_both - [INFO] - [E:54| 900]: Train Loss:0.00099194, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:00:45,593 - wikidata12k_both - [INFO] - [E:54| 1000]: Train Loss:0.00099162, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:02:13,251 - wikidata12k_both - [INFO] - [E:54| 1100]: Train Loss:0.00099181, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:03:41,982 - wikidata12k_both - [INFO] - [E:54| 1200]: Train Loss:0.00099217, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:05:09,750 - wikidata12k_both - [INFO] - [E:54| 1300]: Train Loss:0.00099249, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:06:37,380 - wikidata12k_both - [INFO] - [E:54| 1400]: Train Loss:0.00099261, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:08:05,941 - wikidata12k_both - [INFO] - [E:54| 1500]: Train Loss:0.00099273, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:09:33,409 - wikidata12k_both - [INFO] - [E:54| 1600]: Train Loss:0.00099275, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:10:31,194 - wikidata12k_both - [INFO] - [Epoch:54]: Training Loss:0.0009925
2023-06-06 04:10:31,518 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 04:11:01,282 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 04:11:10,732 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 04:11:42,223 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 04:11:51,517 - wikidata12k_both - [INFO] - [Evaluating Epoch 54 valid]:
MRR: Tail : 0.51759, Head : 0.28135, Avg : 0.39947
2023-06-06 04:11:51,517 - wikidata12k_both - [INFO] - [Epoch 54]: Training Loss: 0.00099253, Valid MRR: 0.42942,
2023-06-06 04:11:52,434 - wikidata12k_both - [INFO] - [E:55| 0]: Train Loss:0.00098513, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:13:20,056 - wikidata12k_both - [INFO] - [E:55| 100]: Train Loss:0.00098689, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:14:48,665 - wikidata12k_both - [INFO] - [E:55| 200]: Train Loss:0.00098697, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:16:16,273 - wikidata12k_both - [INFO] - [E:55| 300]: Train Loss:0.00098888, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:17:43,906 - wikidata12k_both - [INFO] - [E:55| 400]: Train Loss:0.00098893, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:19:12,586 - wikidata12k_both - [INFO] - [E:55| 500]: Train Loss:0.00098927, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:20:39,924 - wikidata12k_both - [INFO] - [E:55| 600]: Train Loss:0.00098867, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:22:07,471 - wikidata12k_both - [INFO] - [E:55| 700]: Train Loss:0.00098921, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:23:36,054 - wikidata12k_both - [INFO] - [E:55| 800]: Train Loss:0.00099028, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:25:03,468 - wikidata12k_both - [INFO] - [E:55| 900]: Train Loss:0.00099047, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:26:30,913 - wikidata12k_both - [INFO] - [E:55| 1000]: Train Loss:0.00099085, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:27:59,378 - wikidata12k_both - [INFO] - [E:55| 1100]: Train Loss:0.00099102, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:29:26,962 - wikidata12k_both - [INFO] - [E:55| 1200]: Train Loss:0.00099103, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:30:54,471 - wikidata12k_both - [INFO] - [E:55| 1300]: Train Loss:0.0009909, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:32:22,985 - wikidata12k_both - [INFO] - [E:55| 1400]: Train Loss:0.00099146, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:33:50,517 - wikidata12k_both - [INFO] - [E:55| 1500]: Train Loss:0.00099168, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:35:18,199 - wikidata12k_both - [INFO] - [E:55| 1600]: Train Loss:0.00099161, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:36:16,079 - wikidata12k_both - [INFO] - [Epoch:55]: Training Loss:0.0009916
2023-06-06 04:36:16,404 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 04:36:47,427 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 04:36:56,899 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 04:37:27,159 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 04:37:36,429 - wikidata12k_both - [INFO] - [Evaluating Epoch 55 valid]:
MRR: Tail : 0.51534, Head : 0.27421, Avg : 0.39478
2023-06-06 04:37:36,430 - wikidata12k_both - [INFO] - [Epoch 55]: Training Loss: 0.00099157, Valid MRR: 0.42942,
2023-06-06 04:37:37,352 - wikidata12k_both - [INFO] - [E:56| 0]: Train Loss:0.00098993, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:39:05,959 - wikidata12k_both - [INFO] - [E:56| 100]: Train Loss:0.00098257, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:40:33,411 - wikidata12k_both - [INFO] - [E:56| 200]: Train Loss:0.00098581, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:42:00,970 - wikidata12k_both - [INFO] - [E:56| 300]: Train Loss:0.00098689, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:43:29,811 - wikidata12k_both - [INFO] - [E:56| 400]: Train Loss:0.00098843, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:44:57,403 - wikidata12k_both - [INFO] - [E:56| 500]: Train Loss:0.00098789, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:46:24,982 - wikidata12k_both - [INFO] - [E:56| 600]: Train Loss:0.00098885, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:47:53,723 - wikidata12k_both - [INFO] - [E:56| 700]: Train Loss:0.00098928, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:49:21,351 - wikidata12k_both - [INFO] - [E:56| 800]: Train Loss:0.00098926, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:50:49,136 - wikidata12k_both - [INFO] - [E:56| 900]: Train Loss:0.00098986, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:52:17,853 - wikidata12k_both - [INFO] - [E:56| 1000]: Train Loss:0.00098996, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:53:45,489 - wikidata12k_both - [INFO] - [E:56| 1100]: Train Loss:0.00099013, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:55:13,786 - wikidata12k_both - [INFO] - [E:56| 1200]: Train Loss:0.00099034, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:56:42,377 - wikidata12k_both - [INFO] - [E:56| 1300]: Train Loss:0.00098997, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:58:10,040 - wikidata12k_both - [INFO] - [E:56| 1400]: Train Loss:0.00099018, Val MRR:0.42942, wikidata12k_both
2023-06-06 04:59:38,396 - wikidata12k_both - [INFO] - [E:56| 1500]: Train Loss:0.00099032, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:01:05,473 - wikidata12k_both - [INFO] - [E:56| 1600]: Train Loss:0.00099049, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:01:48,040 - wikidata12k_both - [INFO] - [Epoch:56]: Training Loss:0.0009908
2023-06-06 05:01:48,263 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 05:02:10,336 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 05:02:17,066 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 05:02:39,354 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 05:02:45,936 - wikidata12k_both - [INFO] - [Evaluating Epoch 56 valid]:
MRR: Tail : 0.51664, Head : 0.27825, Avg : 0.39744
2023-06-06 05:02:45,936 - wikidata12k_both - [INFO] - [Epoch 56]: Training Loss: 0.00099077, Valid MRR: 0.42942,
2023-06-06 05:02:46,605 - wikidata12k_both - [INFO] - [E:57| 0]: Train Loss:0.00097082, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:03:51,789 - wikidata12k_both - [INFO] - [E:57| 100]: Train Loss:0.00098977, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:04:56,939 - wikidata12k_both - [INFO] - [E:57| 200]: Train Loss:0.00098541, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:06:02,143 - wikidata12k_both - [INFO] - [E:57| 300]: Train Loss:0.00098618, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:07:07,311 - wikidata12k_both - [INFO] - [E:57| 400]: Train Loss:0.00098601, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:08:12,519 - wikidata12k_both - [INFO] - [E:57| 500]: Train Loss:0.00098644, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:09:17,513 - wikidata12k_both - [INFO] - [E:57| 600]: Train Loss:0.00098717, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:10:22,385 - wikidata12k_both - [INFO] - [E:57| 700]: Train Loss:0.00098741, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:11:27,267 - wikidata12k_both - [INFO] - [E:57| 800]: Train Loss:0.00098791, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:12:32,360 - wikidata12k_both - [INFO] - [E:57| 900]: Train Loss:0.0009884, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:13:37,477 - wikidata12k_both - [INFO] - [E:57| 1000]: Train Loss:0.00098891, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:14:42,656 - wikidata12k_both - [INFO] - [E:57| 1100]: Train Loss:0.0009892, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:15:47,966 - wikidata12k_both - [INFO] - [E:57| 1200]: Train Loss:0.00098912, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:16:53,293 - wikidata12k_both - [INFO] - [E:57| 1300]: Train Loss:0.0009893, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:17:58,620 - wikidata12k_both - [INFO] - [E:57| 1400]: Train Loss:0.00098953, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:19:03,794 - wikidata12k_both - [INFO] - [E:57| 1500]: Train Loss:0.00098948, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:20:09,139 - wikidata12k_both - [INFO] - [E:57| 1600]: Train Loss:0.00098961, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:20:51,823 - wikidata12k_both - [INFO] - [Epoch:57]: Training Loss:0.0009897
2023-06-06 05:20:52,045 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 05:21:14,144 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 05:21:20,882 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 05:21:43,176 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 05:21:49,773 - wikidata12k_both - [INFO] - [Evaluating Epoch 57 valid]:
MRR: Tail : 0.51698, Head : 0.31593, Avg : 0.41645
2023-06-06 05:21:49,773 - wikidata12k_both - [INFO] - [Epoch 57]: Training Loss: 0.00098966, Valid MRR: 0.42942,
2023-06-06 05:21:50,438 - wikidata12k_both - [INFO] - [E:58| 0]: Train Loss:0.0010173, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:22:55,786 - wikidata12k_both - [INFO] - [E:58| 100]: Train Loss:0.0009875, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:24:01,022 - wikidata12k_both - [INFO] - [E:58| 200]: Train Loss:0.00098763, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:25:06,648 - wikidata12k_both - [INFO] - [E:58| 300]: Train Loss:0.00098726, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:26:12,420 - wikidata12k_both - [INFO] - [E:58| 400]: Train Loss:0.00098721, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:27:20,354 - wikidata12k_both - [INFO] - [E:58| 500]: Train Loss:0.00098776, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:28:52,359 - wikidata12k_both - [INFO] - [E:58| 600]: Train Loss:0.00098768, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:29:57,445 - wikidata12k_both - [INFO] - [E:58| 700]: Train Loss:0.00098783, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:31:02,599 - wikidata12k_both - [INFO] - [E:58| 800]: Train Loss:0.00098763, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:32:07,790 - wikidata12k_both - [INFO] - [E:58| 900]: Train Loss:0.00098748, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:33:13,009 - wikidata12k_both - [INFO] - [E:58| 1000]: Train Loss:0.00098726, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:34:18,189 - wikidata12k_both - [INFO] - [E:58| 1100]: Train Loss:0.00098761, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:35:23,398 - wikidata12k_both - [INFO] - [E:58| 1200]: Train Loss:0.00098794, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:36:28,738 - wikidata12k_both - [INFO] - [E:58| 1300]: Train Loss:0.00098811, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:37:34,058 - wikidata12k_both - [INFO] - [E:58| 1400]: Train Loss:0.00098842, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:38:39,294 - wikidata12k_both - [INFO] - [E:58| 1500]: Train Loss:0.00098859, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:39:44,451 - wikidata12k_both - [INFO] - [E:58| 1600]: Train Loss:0.00098865, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:40:26,885 - wikidata12k_both - [INFO] - [Epoch:58]: Training Loss:0.0009889
2023-06-06 05:40:27,107 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 05:40:49,039 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 05:40:55,747 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 05:41:17,916 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 05:41:24,454 - wikidata12k_both - [INFO] - [Evaluating Epoch 58 valid]:
MRR: Tail : 0.51665, Head : 0.26925, Avg : 0.39295
2023-06-06 05:41:24,454 - wikidata12k_both - [INFO] - [Epoch 58]: Training Loss: 0.00098888, Valid MRR: 0.42942,
2023-06-06 05:41:25,116 - wikidata12k_both - [INFO] - [E:59| 0]: Train Loss:0.001082, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:42:30,061 - wikidata12k_both - [INFO] - [E:59| 100]: Train Loss:0.00098633, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:43:35,268 - wikidata12k_both - [INFO] - [E:59| 200]: Train Loss:0.00098594, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:44:40,362 - wikidata12k_both - [INFO] - [E:59| 300]: Train Loss:0.00098654, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:45:45,666 - wikidata12k_both - [INFO] - [E:59| 400]: Train Loss:0.00098823, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:46:50,905 - wikidata12k_both - [INFO] - [E:59| 500]: Train Loss:0.00098859, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:47:56,129 - wikidata12k_both - [INFO] - [E:59| 600]: Train Loss:0.00098812, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:49:01,450 - wikidata12k_both - [INFO] - [E:59| 700]: Train Loss:0.00098783, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:50:06,763 - wikidata12k_both - [INFO] - [E:59| 800]: Train Loss:0.0009882, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:51:12,116 - wikidata12k_both - [INFO] - [E:59| 900]: Train Loss:0.0009886, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:52:17,377 - wikidata12k_both - [INFO] - [E:59| 1000]: Train Loss:0.00098879, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:53:22,834 - wikidata12k_both - [INFO] - [E:59| 1100]: Train Loss:0.00098898, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:54:28,062 - wikidata12k_both - [INFO] - [E:59| 1200]: Train Loss:0.00098894, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:55:33,549 - wikidata12k_both - [INFO] - [E:59| 1300]: Train Loss:0.00098877, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:56:39,384 - wikidata12k_both - [INFO] - [E:59| 1400]: Train Loss:0.00098888, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:57:44,909 - wikidata12k_both - [INFO] - [E:59| 1500]: Train Loss:0.00098893, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:58:50,033 - wikidata12k_both - [INFO] - [E:59| 1600]: Train Loss:0.00098862, Val MRR:0.42942, wikidata12k_both
2023-06-06 05:59:32,782 - wikidata12k_both - [INFO] - [Epoch:59]: Training Loss:0.0009886
2023-06-06 05:59:33,003 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 05:59:55,049 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 06:00:01,808 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 06:00:24,212 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 06:00:30,815 - wikidata12k_both - [INFO] - [Evaluating Epoch 59 valid]:
MRR: Tail : 0.52517, Head : 0.27771, Avg : 0.40144
MR: Tail : 487.9, Head : 476.11, Avg : 482.01
Hit-1: Tail : 0.43485, Head : 0.16311, Avg : 0.29898
Hit-3: Tail : 0.57365, Head : 0.32023, Avg : 0.44694
Hit-10: Tail : 0.69552, Head : 0.53181, Avg : 0.61366
2023-06-06 06:00:30,815 - wikidata12k_both - [INFO] - [Epoch 59]: Training Loss: 0.00098863, Valid MRR: 0.42942,
2023-06-06 06:00:31,493 - wikidata12k_both - [INFO] - [E:60| 0]: Train Loss:0.00099101, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:01:37,181 - wikidata12k_both - [INFO] - [E:60| 100]: Train Loss:0.00098445, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:02:46,254 - wikidata12k_both - [INFO] - [E:60| 200]: Train Loss:0.00098437, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:03:51,565 - wikidata12k_both - [INFO] - [E:60| 300]: Train Loss:0.00098578, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:04:56,880 - wikidata12k_both - [INFO] - [E:60| 400]: Train Loss:0.00098584, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:06:02,136 - wikidata12k_both - [INFO] - [E:60| 500]: Train Loss:0.0009857, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:07:07,346 - wikidata12k_both - [INFO] - [E:60| 600]: Train Loss:0.00098588, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:08:12,652 - wikidata12k_both - [INFO] - [E:60| 700]: Train Loss:0.00098611, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:09:18,043 - wikidata12k_both - [INFO] - [E:60| 800]: Train Loss:0.00098613, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:10:23,366 - wikidata12k_both - [INFO] - [E:60| 900]: Train Loss:0.00098642, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:11:29,205 - wikidata12k_both - [INFO] - [E:60| 1000]: Train Loss:0.00098649, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:12:34,803 - wikidata12k_both - [INFO] - [E:60| 1100]: Train Loss:0.00098667, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:13:40,002 - wikidata12k_both - [INFO] - [E:60| 1200]: Train Loss:0.00098709, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:14:45,300 - wikidata12k_both - [INFO] - [E:60| 1300]: Train Loss:0.00098732, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:15:50,660 - wikidata12k_both - [INFO] - [E:60| 1400]: Train Loss:0.00098732, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:16:56,020 - wikidata12k_both - [INFO] - [E:60| 1500]: Train Loss:0.0009877, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:18:01,372 - wikidata12k_both - [INFO] - [E:60| 1600]: Train Loss:0.00098765, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:18:44,074 - wikidata12k_both - [INFO] - [Epoch:60]: Training Loss:0.0009875
2023-06-06 06:18:44,300 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 06:19:06,408 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 06:19:13,173 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 06:19:35,529 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 06:19:42,143 - wikidata12k_both - [INFO] - [Evaluating Epoch 60 valid]:
MRR: Tail : 0.52299, Head : 0.30367, Avg : 0.41333
2023-06-06 06:19:42,143 - wikidata12k_both - [INFO] - [Epoch 60]: Training Loss: 0.00098754, Valid MRR: 0.42942,
2023-06-06 06:19:42,807 - wikidata12k_both - [INFO] - [E:61| 0]: Train Loss:0.00099912, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:20:48,129 - wikidata12k_both - [INFO] - [E:61| 100]: Train Loss:0.00098855, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:21:53,443 - wikidata12k_both - [INFO] - [E:61| 200]: Train Loss:0.00098858, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:22:58,783 - wikidata12k_both - [INFO] - [E:61| 300]: Train Loss:0.00098719, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:24:04,236 - wikidata12k_both - [INFO] - [E:61| 400]: Train Loss:0.0009869, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:25:09,595 - wikidata12k_both - [INFO] - [E:61| 500]: Train Loss:0.00098635, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:26:15,256 - wikidata12k_both - [INFO] - [E:61| 600]: Train Loss:0.00098612, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:27:21,040 - wikidata12k_both - [INFO] - [E:61| 700]: Train Loss:0.00098624, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:28:26,222 - wikidata12k_both - [INFO] - [E:61| 800]: Train Loss:0.00098619, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:29:31,565 - wikidata12k_both - [INFO] - [E:61| 900]: Train Loss:0.00098636, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:30:36,880 - wikidata12k_both - [INFO] - [E:61| 1000]: Train Loss:0.00098633, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:31:42,222 - wikidata12k_both - [INFO] - [E:61| 1100]: Train Loss:0.00098632, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:32:47,517 - wikidata12k_both - [INFO] - [E:61| 1200]: Train Loss:0.00098629, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:33:52,843 - wikidata12k_both - [INFO] - [E:61| 1300]: Train Loss:0.00098627, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:34:58,192 - wikidata12k_both - [INFO] - [E:61| 1400]: Train Loss:0.00098628, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:36:03,624 - wikidata12k_both - [INFO] - [E:61| 1500]: Train Loss:0.00098647, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:37:08,925 - wikidata12k_both - [INFO] - [E:61| 1600]: Train Loss:0.00098667, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:37:51,595 - wikidata12k_both - [INFO] - [Epoch:61]: Training Loss:0.0009868
2023-06-06 06:37:51,820 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 06:38:13,953 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 06:38:20,717 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 06:38:43,076 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 06:38:49,675 - wikidata12k_both - [INFO] - [Evaluating Epoch 61 valid]:
MRR: Tail : 0.51953, Head : 0.26379, Avg : 0.39166
2023-06-06 06:38:49,675 - wikidata12k_both - [INFO] - [Epoch 61]: Training Loss: 0.00098677, Valid MRR: 0.42942,
2023-06-06 06:38:50,351 - wikidata12k_both - [INFO] - [E:62| 0]: Train Loss:0.00097144, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:39:55,729 - wikidata12k_both - [INFO] - [E:62| 100]: Train Loss:0.00098242, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:41:01,279 - wikidata12k_both - [INFO] - [E:62| 200]: Train Loss:0.00098214, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:42:07,137 - wikidata12k_both - [INFO] - [E:62| 300]: Train Loss:0.00098313, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:43:12,437 - wikidata12k_both - [INFO] - [E:62| 400]: Train Loss:0.00098377, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:44:17,704 - wikidata12k_both - [INFO] - [E:62| 500]: Train Loss:0.00098457, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:45:23,045 - wikidata12k_both - [INFO] - [E:62| 600]: Train Loss:0.00098473, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:46:28,343 - wikidata12k_both - [INFO] - [E:62| 700]: Train Loss:0.00098517, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:47:33,648 - wikidata12k_both - [INFO] - [E:62| 800]: Train Loss:0.00098506, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:48:38,902 - wikidata12k_both - [INFO] - [E:62| 900]: Train Loss:0.00098506, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:49:44,241 - wikidata12k_both - [INFO] - [E:62| 1000]: Train Loss:0.0009855, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:50:49,574 - wikidata12k_both - [INFO] - [E:62| 1100]: Train Loss:0.00098543, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:51:54,886 - wikidata12k_both - [INFO] - [E:62| 1200]: Train Loss:0.00098566, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:53:00,285 - wikidata12k_both - [INFO] - [E:62| 1300]: Train Loss:0.00098561, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:54:05,591 - wikidata12k_both - [INFO] - [E:62| 1400]: Train Loss:0.00098537, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:55:10,970 - wikidata12k_both - [INFO] - [E:62| 1500]: Train Loss:0.00098537, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:56:16,592 - wikidata12k_both - [INFO] - [E:62| 1600]: Train Loss:0.00098554, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:56:59,602 - wikidata12k_both - [INFO] - [Epoch:62]: Training Loss:0.0009854
2023-06-06 06:56:59,828 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 06:57:22,019 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 06:57:28,761 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 06:57:51,029 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 06:57:57,612 - wikidata12k_both - [INFO] - [Evaluating Epoch 62 valid]:
MRR: Tail : 0.51674, Head : 0.2972, Avg : 0.40697
2023-06-06 06:57:57,613 - wikidata12k_both - [INFO] - [Epoch 62]: Training Loss: 0.00098545, Valid MRR: 0.42942,
2023-06-06 06:57:58,275 - wikidata12k_both - [INFO] - [E:63| 0]: Train Loss:0.00098379, Val MRR:0.42942, wikidata12k_both
2023-06-06 06:59:03,512 - wikidata12k_both - [INFO] - [E:63| 100]: Train Loss:0.00098285, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:00:08,760 - wikidata12k_both - [INFO] - [E:63| 200]: Train Loss:0.00098159, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:01:13,956 - wikidata12k_both - [INFO] - [E:63| 300]: Train Loss:0.00098175, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:02:19,274 - wikidata12k_both - [INFO] - [E:63| 400]: Train Loss:0.00098302, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:03:24,499 - wikidata12k_both - [INFO] - [E:63| 500]: Train Loss:0.00098293, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:04:29,837 - wikidata12k_both - [INFO] - [E:63| 600]: Train Loss:0.00098269, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:05:35,098 - wikidata12k_both - [INFO] - [E:63| 700]: Train Loss:0.00098271, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:06:40,352 - wikidata12k_both - [INFO] - [E:63| 800]: Train Loss:0.00098341, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:07:45,638 - wikidata12k_both - [INFO] - [E:63| 900]: Train Loss:0.00098414, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:08:51,038 - wikidata12k_both - [INFO] - [E:63| 1000]: Train Loss:0.00098434, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:09:56,293 - wikidata12k_both - [INFO] - [E:63| 1100]: Train Loss:0.00098439, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:11:01,609 - wikidata12k_both - [INFO] - [E:63| 1200]: Train Loss:0.00098437, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:12:07,461 - wikidata12k_both - [INFO] - [E:63| 1300]: Train Loss:0.00098445, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:13:12,731 - wikidata12k_both - [INFO] - [E:63| 1400]: Train Loss:0.00098445, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:14:17,879 - wikidata12k_both - [INFO] - [E:63| 1500]: Train Loss:0.0009843, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:15:23,113 - wikidata12k_both - [INFO] - [E:63| 1600]: Train Loss:0.00098449, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:16:05,682 - wikidata12k_both - [INFO] - [Epoch:63]: Training Loss:0.0009848
2023-06-06 07:16:05,904 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 07:16:27,995 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 07:16:34,745 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 07:16:57,071 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 07:17:03,672 - wikidata12k_both - [INFO] - [Evaluating Epoch 63 valid]:
MRR: Tail : 0.5138, Head : 0.24044, Avg : 0.37712
2023-06-06 07:17:03,672 - wikidata12k_both - [INFO] - [Epoch 63]: Training Loss: 0.00098476, Valid MRR: 0.42942,
2023-06-06 07:17:04,360 - wikidata12k_both - [INFO] - [E:64| 0]: Train Loss:0.0009877, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:18:09,662 - wikidata12k_both - [INFO] - [E:64| 100]: Train Loss:0.00098564, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:19:14,930 - wikidata12k_both - [INFO] - [E:64| 200]: Train Loss:0.00098352, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:20:20,156 - wikidata12k_both - [INFO] - [E:64| 300]: Train Loss:0.00098398, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:21:25,306 - wikidata12k_both - [INFO] - [E:64| 400]: Train Loss:0.00098429, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:22:30,564 - wikidata12k_both - [INFO] - [E:64| 500]: Train Loss:0.0009839, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:23:35,860 - wikidata12k_both - [INFO] - [E:64| 600]: Train Loss:0.00098429, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:24:41,153 - wikidata12k_both - [INFO] - [E:64| 700]: Train Loss:0.00098358, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:25:46,365 - wikidata12k_both - [INFO] - [E:64| 800]: Train Loss:0.00098404, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:26:52,083 - wikidata12k_both - [INFO] - [E:64| 900]: Train Loss:0.00098382, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:27:57,523 - wikidata12k_both - [INFO] - [E:64| 1000]: Train Loss:0.00098402, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:29:02,656 - wikidata12k_both - [INFO] - [E:64| 1100]: Train Loss:0.00098372, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:30:07,878 - wikidata12k_both - [INFO] - [E:64| 1200]: Train Loss:0.00098402, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:31:13,036 - wikidata12k_both - [INFO] - [E:64| 1300]: Train Loss:0.00098405, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:32:18,204 - wikidata12k_both - [INFO] - [E:64| 1400]: Train Loss:0.00098395, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:33:23,497 - wikidata12k_both - [INFO] - [E:64| 1500]: Train Loss:0.00098418, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:34:28,756 - wikidata12k_both - [INFO] - [E:64| 1600]: Train Loss:0.00098451, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:35:11,443 - wikidata12k_both - [INFO] - [Epoch:64]: Training Loss:0.0009845
2023-06-06 07:35:11,669 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 07:35:33,708 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 07:35:40,451 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 07:36:02,742 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 07:36:09,338 - wikidata12k_both - [INFO] - [Evaluating Epoch 64 valid]:
MRR: Tail : 0.51676, Head : 0.31194, Avg : 0.41435
2023-06-06 07:36:09,338 - wikidata12k_both - [INFO] - [Epoch 64]: Training Loss: 0.00098454, Valid MRR: 0.42942,
2023-06-06 07:36:10,000 - wikidata12k_both - [INFO] - [E:65| 0]: Train Loss:0.00097875, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:37:15,224 - wikidata12k_both - [INFO] - [E:65| 100]: Train Loss:0.00098044, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:38:20,316 - wikidata12k_both - [INFO] - [E:65| 200]: Train Loss:0.00098197, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:39:25,498 - wikidata12k_both - [INFO] - [E:65| 300]: Train Loss:0.00098141, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:40:30,785 - wikidata12k_both - [INFO] - [E:65| 400]: Train Loss:0.00098197, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:41:36,389 - wikidata12k_both - [INFO] - [E:65| 500]: Train Loss:0.00098196, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:42:42,025 - wikidata12k_both - [INFO] - [E:65| 600]: Train Loss:0.00098186, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:43:47,238 - wikidata12k_both - [INFO] - [E:65| 700]: Train Loss:0.00098325, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:44:52,317 - wikidata12k_both - [INFO] - [E:65| 800]: Train Loss:0.00098353, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:45:57,526 - wikidata12k_both - [INFO] - [E:65| 900]: Train Loss:0.00098349, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:47:02,749 - wikidata12k_both - [INFO] - [E:65| 1000]: Train Loss:0.00098346, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:48:07,910 - wikidata12k_both - [INFO] - [E:65| 1100]: Train Loss:0.0009837, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:49:13,098 - wikidata12k_both - [INFO] - [E:65| 1200]: Train Loss:0.00098367, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:50:18,442 - wikidata12k_both - [INFO] - [E:65| 1300]: Train Loss:0.00098341, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:51:23,626 - wikidata12k_both - [INFO] - [E:65| 1400]: Train Loss:0.00098355, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:52:28,936 - wikidata12k_both - [INFO] - [E:65| 1500]: Train Loss:0.00098331, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:53:34,066 - wikidata12k_both - [INFO] - [E:65| 1600]: Train Loss:0.00098343, Val MRR:0.42942, wikidata12k_both
2023-06-06 07:54:16,742 - wikidata12k_both - [INFO] - [Epoch:65]: Training Loss:0.0009836
2023-06-06 07:54:16,964 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 07:54:39,016 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 07:54:45,761 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 07:55:08,093 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 07:55:14,689 - wikidata12k_both - [INFO] - [Evaluating Epoch 65 valid]:
MRR: Tail : 0.52507, Head : 0.36291, Avg : 0.44399
2023-06-06 07:55:15,852 - wikidata12k_both - [INFO] - [Epoch 65]: Training Loss: 0.00098362, Valid MRR: 0.44399,
2023-06-06 07:55:16,530 - wikidata12k_both - [INFO] - [E:66| 0]: Train Loss:0.00095231, Val MRR:0.44399, wikidata12k_both
2023-06-06 07:56:21,943 - wikidata12k_both - [INFO] - [E:66| 100]: Train Loss:0.00098038, Val MRR:0.44399, wikidata12k_both
2023-06-06 07:57:27,699 - wikidata12k_both - [INFO] - [E:66| 200]: Train Loss:0.00097986, Val MRR:0.44399, wikidata12k_both
2023-06-06 07:58:32,787 - wikidata12k_both - [INFO] - [E:66| 300]: Train Loss:0.00097992, Val MRR:0.44399, wikidata12k_both
2023-06-06 07:59:37,880 - wikidata12k_both - [INFO] - [E:66| 400]: Train Loss:0.00097998, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:00:43,087 - wikidata12k_both - [INFO] - [E:66| 500]: Train Loss:0.00098092, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:01:48,171 - wikidata12k_both - [INFO] - [E:66| 600]: Train Loss:0.00098083, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:02:53,305 - wikidata12k_both - [INFO] - [E:66| 700]: Train Loss:0.00098157, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:03:58,526 - wikidata12k_both - [INFO] - [E:66| 800]: Train Loss:0.0009815, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:05:03,739 - wikidata12k_both - [INFO] - [E:66| 900]: Train Loss:0.00098133, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:06:08,892 - wikidata12k_both - [INFO] - [E:66| 1000]: Train Loss:0.00098162, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:07:14,055 - wikidata12k_both - [INFO] - [E:66| 1100]: Train Loss:0.00098198, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:08:19,151 - wikidata12k_both - [INFO] - [E:66| 1200]: Train Loss:0.00098223, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:09:24,319 - wikidata12k_both - [INFO] - [E:66| 1300]: Train Loss:0.00098216, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:10:29,451 - wikidata12k_both - [INFO] - [E:66| 1400]: Train Loss:0.00098231, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:11:34,510 - wikidata12k_both - [INFO] - [E:66| 1500]: Train Loss:0.00098228, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:12:39,402 - wikidata12k_both - [INFO] - [E:66| 1600]: Train Loss:0.00098227, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:13:21,844 - wikidata12k_both - [INFO] - [Epoch:66]: Training Loss:0.0009824
2023-06-06 08:13:22,071 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 08:13:44,064 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 08:13:50,798 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 08:14:13,074 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 08:14:19,653 - wikidata12k_both - [INFO] - [Evaluating Epoch 66 valid]:
MRR: Tail : 0.51663, Head : 0.29497, Avg : 0.4058
2023-06-06 08:14:19,654 - wikidata12k_both - [INFO] - [Epoch 66]: Training Loss: 0.00098244, Valid MRR: 0.44399,
2023-06-06 08:14:20,317 - wikidata12k_both - [INFO] - [E:67| 0]: Train Loss:0.00095956, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:15:25,256 - wikidata12k_both - [INFO] - [E:67| 100]: Train Loss:0.00098309, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:16:30,465 - wikidata12k_both - [INFO] - [E:67| 200]: Train Loss:0.00098013, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:17:35,648 - wikidata12k_both - [INFO] - [E:67| 300]: Train Loss:0.0009809, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:18:40,793 - wikidata12k_both - [INFO] - [E:67| 400]: Train Loss:0.00098056, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:19:45,912 - wikidata12k_both - [INFO] - [E:67| 500]: Train Loss:0.00098085, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:20:51,178 - wikidata12k_both - [INFO] - [E:67| 600]: Train Loss:0.00098182, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:21:56,391 - wikidata12k_both - [INFO] - [E:67| 700]: Train Loss:0.00098182, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:23:01,552 - wikidata12k_both - [INFO] - [E:67| 800]: Train Loss:0.00098163, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:24:06,832 - wikidata12k_both - [INFO] - [E:67| 900]: Train Loss:0.00098192, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:25:12,015 - wikidata12k_both - [INFO] - [E:67| 1000]: Train Loss:0.00098157, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:26:17,265 - wikidata12k_both - [INFO] - [E:67| 1100]: Train Loss:0.00098162, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:27:22,847 - wikidata12k_both - [INFO] - [E:67| 1200]: Train Loss:0.00098169, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:28:28,476 - wikidata12k_both - [INFO] - [E:67| 1300]: Train Loss:0.0009817, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:29:33,555 - wikidata12k_both - [INFO] - [E:67| 1400]: Train Loss:0.00098178, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:30:38,771 - wikidata12k_both - [INFO] - [E:67| 1500]: Train Loss:0.0009817, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:31:43,791 - wikidata12k_both - [INFO] - [E:67| 1600]: Train Loss:0.00098183, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:32:26,392 - wikidata12k_both - [INFO] - [Epoch:67]: Training Loss:0.0009817
2023-06-06 08:32:26,613 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 08:32:48,635 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 08:32:55,380 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 08:33:17,647 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 08:33:24,248 - wikidata12k_both - [INFO] - [Evaluating Epoch 67 valid]:
MRR: Tail : 0.51403, Head : 0.33622, Avg : 0.42513
2023-06-06 08:33:24,248 - wikidata12k_both - [INFO] - [Epoch 67]: Training Loss: 0.00098169, Valid MRR: 0.44399,
2023-06-06 08:33:24,935 - wikidata12k_both - [INFO] - [E:68| 0]: Train Loss:0.000959, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:34:30,187 - wikidata12k_both - [INFO] - [E:68| 100]: Train Loss:0.00098019, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:35:35,449 - wikidata12k_both - [INFO] - [E:68| 200]: Train Loss:0.0009791, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:36:40,610 - wikidata12k_both - [INFO] - [E:68| 300]: Train Loss:0.00097876, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:37:45,751 - wikidata12k_both - [INFO] - [E:68| 400]: Train Loss:0.00097906, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:38:51,103 - wikidata12k_both - [INFO] - [E:68| 500]: Train Loss:0.00097815, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:39:56,298 - wikidata12k_both - [INFO] - [E:68| 600]: Train Loss:0.00097891, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:41:01,530 - wikidata12k_both - [INFO] - [E:68| 700]: Train Loss:0.00097926, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:42:06,909 - wikidata12k_both - [INFO] - [E:68| 800]: Train Loss:0.00097963, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:43:12,151 - wikidata12k_both - [INFO] - [E:68| 900]: Train Loss:0.00097963, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:44:17,001 - wikidata12k_both - [INFO] - [E:68| 1000]: Train Loss:0.00097971, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:45:22,070 - wikidata12k_both - [INFO] - [E:68| 1100]: Train Loss:0.0009799, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:46:27,238 - wikidata12k_both - [INFO] - [E:68| 1200]: Train Loss:0.00097999, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:47:32,304 - wikidata12k_both - [INFO] - [E:68| 1300]: Train Loss:0.00098049, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:48:37,513 - wikidata12k_both - [INFO] - [E:68| 1400]: Train Loss:0.00098085, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:49:42,730 - wikidata12k_both - [INFO] - [E:68| 1500]: Train Loss:0.00098074, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:50:48,019 - wikidata12k_both - [INFO] - [E:68| 1600]: Train Loss:0.00098099, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:51:30,596 - wikidata12k_both - [INFO] - [Epoch:68]: Training Loss:0.0009811
2023-06-06 08:51:30,817 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 08:51:52,886 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 08:51:59,627 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 08:52:21,910 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 08:52:28,490 - wikidata12k_both - [INFO] - [Evaluating Epoch 68 valid]:
MRR: Tail : 0.51499, Head : 0.32144, Avg : 0.41822
2023-06-06 08:52:28,490 - wikidata12k_both - [INFO] - [Epoch 68]: Training Loss: 0.00098107, Valid MRR: 0.44399,
2023-06-06 08:52:29,170 - wikidata12k_both - [INFO] - [E:69| 0]: Train Loss:0.00095412, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:53:34,424 - wikidata12k_both - [INFO] - [E:69| 100]: Train Loss:0.00097364, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:54:39,650 - wikidata12k_both - [INFO] - [E:69| 200]: Train Loss:0.00097678, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:55:44,841 - wikidata12k_both - [INFO] - [E:69| 300]: Train Loss:0.00097738, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:56:50,104 - wikidata12k_both - [INFO] - [E:69| 400]: Train Loss:0.00097922, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:57:55,631 - wikidata12k_both - [INFO] - [E:69| 500]: Train Loss:0.00097847, Val MRR:0.44399, wikidata12k_both
2023-06-06 08:59:01,249 - wikidata12k_both - [INFO] - [E:69| 600]: Train Loss:0.00097898, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:00:06,287 - wikidata12k_both - [INFO] - [E:69| 700]: Train Loss:0.00097887, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:01:11,370 - wikidata12k_both - [INFO] - [E:69| 800]: Train Loss:0.00097899, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:02:16,530 - wikidata12k_both - [INFO] - [E:69| 900]: Train Loss:0.00097936, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:03:21,650 - wikidata12k_both - [INFO] - [E:69| 1000]: Train Loss:0.00097974, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:04:26,821 - wikidata12k_both - [INFO] - [E:69| 1100]: Train Loss:0.00097956, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:05:31,998 - wikidata12k_both - [INFO] - [E:69| 1200]: Train Loss:0.00097951, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:06:37,097 - wikidata12k_both - [INFO] - [E:69| 1300]: Train Loss:0.00097961, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:07:42,279 - wikidata12k_both - [INFO] - [E:69| 1400]: Train Loss:0.00097998, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:08:47,435 - wikidata12k_both - [INFO] - [E:69| 1500]: Train Loss:0.00098007, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:09:52,593 - wikidata12k_both - [INFO] - [E:69| 1600]: Train Loss:0.00098011, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:10:35,237 - wikidata12k_both - [INFO] - [Epoch:69]: Training Loss:0.0009802
2023-06-06 09:10:35,460 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 09:10:57,518 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 09:11:04,262 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 09:11:26,558 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 09:11:33,142 - wikidata12k_both - [INFO] - [Evaluating Epoch 69 valid]:
MRR: Tail : 0.51503, Head : 0.31519, Avg : 0.41511
MR: Tail : 558.59, Head : 519.32, Avg : 538.96
Hit-1: Tail : 0.42084, Head : 0.20363, Avg : 0.31223
Hit-3: Tail : 0.56832, Head : 0.35877, Avg : 0.46355
Hit-10: Tail : 0.68965, Head : 0.55923, Avg : 0.62444
2023-06-06 09:11:33,143 - wikidata12k_both - [INFO] - [Epoch 69]: Training Loss: 0.00098019, Valid MRR: 0.44399,
2023-06-06 09:11:33,811 - wikidata12k_both - [INFO] - [E:70| 0]: Train Loss:0.00099464, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:12:38,810 - wikidata12k_both - [INFO] - [E:70| 100]: Train Loss:0.00097879, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:13:43,690 - wikidata12k_both - [INFO] - [E:70| 200]: Train Loss:0.00097978, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:14:48,512 - wikidata12k_both - [INFO] - [E:70| 300]: Train Loss:0.00097872, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:15:53,608 - wikidata12k_both - [INFO] - [E:70| 400]: Train Loss:0.00097825, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:16:58,739 - wikidata12k_both - [INFO] - [E:70| 500]: Train Loss:0.00097727, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:18:03,825 - wikidata12k_both - [INFO] - [E:70| 600]: Train Loss:0.00097815, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:19:08,982 - wikidata12k_both - [INFO] - [E:70| 700]: Train Loss:0.0009785, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:20:14,227 - wikidata12k_both - [INFO] - [E:70| 800]: Train Loss:0.0009787, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:21:19,461 - wikidata12k_both - [INFO] - [E:70| 900]: Train Loss:0.00097835, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:22:24,734 - wikidata12k_both - [INFO] - [E:70| 1000]: Train Loss:0.00097913, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:23:29,919 - wikidata12k_both - [INFO] - [E:70| 1100]: Train Loss:0.00097966, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:24:35,143 - wikidata12k_both - [INFO] - [E:70| 1200]: Train Loss:0.0009795, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:25:40,464 - wikidata12k_both - [INFO] - [E:70| 1300]: Train Loss:0.00097962, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:26:45,733 - wikidata12k_both - [INFO] - [E:70| 1400]: Train Loss:0.0009798, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:27:50,972 - wikidata12k_both - [INFO] - [E:70| 1500]: Train Loss:0.00097964, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:28:56,667 - wikidata12k_both - [INFO] - [E:70| 1600]: Train Loss:0.00097979, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:29:39,653 - wikidata12k_both - [INFO] - [Epoch:70]: Training Loss:0.0009798
2023-06-06 09:29:39,877 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 09:30:01,919 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 09:30:08,656 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 09:30:30,954 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 09:30:37,524 - wikidata12k_both - [INFO] - [Evaluating Epoch 70 valid]:
MRR: Tail : 0.51794, Head : 0.32229, Avg : 0.42012
2023-06-06 09:30:37,524 - wikidata12k_both - [INFO] - [Epoch 70]: Training Loss: 0.00097981, Valid MRR: 0.44399,
2023-06-06 09:30:38,201 - wikidata12k_both - [INFO] - [E:71| 0]: Train Loss:0.00097809, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:31:43,310 - wikidata12k_both - [INFO] - [E:71| 100]: Train Loss:0.00097965, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:32:48,484 - wikidata12k_both - [INFO] - [E:71| 200]: Train Loss:0.00097798, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:33:53,628 - wikidata12k_both - [INFO] - [E:71| 300]: Train Loss:0.00097804, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:34:58,871 - wikidata12k_both - [INFO] - [E:71| 400]: Train Loss:0.00097727, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:36:03,987 - wikidata12k_both - [INFO] - [E:71| 500]: Train Loss:0.000977, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:37:09,249 - wikidata12k_both - [INFO] - [E:71| 600]: Train Loss:0.000977, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:38:14,458 - wikidata12k_both - [INFO] - [E:71| 700]: Train Loss:0.00097772, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:39:19,819 - wikidata12k_both - [INFO] - [E:71| 800]: Train Loss:0.00097839, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:40:25,131 - wikidata12k_both - [INFO] - [E:71| 900]: Train Loss:0.00097818, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:41:30,411 - wikidata12k_both - [INFO] - [E:71| 1000]: Train Loss:0.00097818, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:42:35,758 - wikidata12k_both - [INFO] - [E:71| 1100]: Train Loss:0.00097895, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:43:41,403 - wikidata12k_both - [INFO] - [E:71| 1200]: Train Loss:0.00097909, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:44:47,082 - wikidata12k_both - [INFO] - [E:71| 1300]: Train Loss:0.00097906, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:45:52,271 - wikidata12k_both - [INFO] - [E:71| 1400]: Train Loss:0.00097916, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:46:57,558 - wikidata12k_both - [INFO] - [E:71| 1500]: Train Loss:0.00097957, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:48:02,869 - wikidata12k_both - [INFO] - [E:71| 1600]: Train Loss:0.0009797, Val MRR:0.44399, wikidata12k_both
2023-06-06 09:48:45,549 - wikidata12k_both - [INFO] - [Epoch:71]: Training Loss:0.0009797
2023-06-06 09:48:45,774 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 09:49:07,840 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 09:49:14,577 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 09:49:36,896 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 09:49:43,488 - wikidata12k_both - [INFO] - [Evaluating Epoch 71 valid]:
MRR: Tail : 0.51682, Head : 0.37699, Avg : 0.44691
2023-06-06 09:49:44,726 - wikidata12k_both - [INFO] - [Epoch 71]: Training Loss: 0.00097969, Valid MRR: 0.44691,
2023-06-06 09:49:45,415 - wikidata12k_both - [INFO] - [E:72| 0]: Train Loss:0.00098784, Val MRR:0.44691, wikidata12k_both
2023-06-06 09:50:50,739 - wikidata12k_both - [INFO] - [E:72| 100]: Train Loss:0.00097678, Val MRR:0.44691, wikidata12k_both
2023-06-06 09:51:56,346 - wikidata12k_both - [INFO] - [E:72| 200]: Train Loss:0.00097733, Val MRR:0.44691, wikidata12k_both
2023-06-06 09:53:02,172 - wikidata12k_both - [INFO] - [E:72| 300]: Train Loss:0.00097767, Val MRR:0.44691, wikidata12k_both
2023-06-06 09:54:07,485 - wikidata12k_both - [INFO] - [E:72| 400]: Train Loss:0.0009775, Val MRR:0.44691, wikidata12k_both
2023-06-06 09:55:13,439 - wikidata12k_both - [INFO] - [E:72| 500]: Train Loss:0.00097714, Val MRR:0.44691, wikidata12k_both
2023-06-06 09:56:18,805 - wikidata12k_both - [INFO] - [E:72| 600]: Train Loss:0.00097719, Val MRR:0.44691, wikidata12k_both
2023-06-06 09:57:24,696 - wikidata12k_both - [INFO] - [E:72| 700]: Train Loss:0.00097764, Val MRR:0.44691, wikidata12k_both
2023-06-06 09:58:30,483 - wikidata12k_both - [INFO] - [E:72| 800]: Train Loss:0.00097758, Val MRR:0.44691, wikidata12k_both
2023-06-06 09:59:37,227 - wikidata12k_both - [INFO] - [E:72| 900]: Train Loss:0.00097767, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:00:42,968 - wikidata12k_both - [INFO] - [E:72| 1000]: Train Loss:0.00097772, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:01:48,226 - wikidata12k_both - [INFO] - [E:72| 1100]: Train Loss:0.00097827, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:02:53,523 - wikidata12k_both - [INFO] - [E:72| 1200]: Train Loss:0.00097845, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:03:58,793 - wikidata12k_both - [INFO] - [E:72| 1300]: Train Loss:0.00097838, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:05:03,990 - wikidata12k_both - [INFO] - [E:72| 1400]: Train Loss:0.00097836, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:06:09,276 - wikidata12k_both - [INFO] - [E:72| 1500]: Train Loss:0.00097812, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:07:14,564 - wikidata12k_both - [INFO] - [E:72| 1600]: Train Loss:0.00097826, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:07:57,259 - wikidata12k_both - [INFO] - [Epoch:72]: Training Loss:0.0009782
2023-06-06 10:07:57,481 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 10:08:19,559 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 10:08:26,319 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 10:08:48,640 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 10:08:55,227 - wikidata12k_both - [INFO] - [Evaluating Epoch 72 valid]:
MRR: Tail : 0.51662, Head : 0.28589, Avg : 0.40126
2023-06-06 10:08:55,227 - wikidata12k_both - [INFO] - [Epoch 72]: Training Loss: 0.00097817, Valid MRR: 0.44691,
2023-06-06 10:08:55,910 - wikidata12k_both - [INFO] - [E:73| 0]: Train Loss:0.00098976, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:10:01,184 - wikidata12k_both - [INFO] - [E:73| 100]: Train Loss:0.00097541, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:11:06,509 - wikidata12k_both - [INFO] - [E:73| 200]: Train Loss:0.0009761, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:12:11,894 - wikidata12k_both - [INFO] - [E:73| 300]: Train Loss:0.00097628, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:13:17,272 - wikidata12k_both - [INFO] - [E:73| 400]: Train Loss:0.000976, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:14:23,183 - wikidata12k_both - [INFO] - [E:73| 500]: Train Loss:0.00097702, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:15:28,532 - wikidata12k_both - [INFO] - [E:73| 600]: Train Loss:0.00097683, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:16:33,785 - wikidata12k_both - [INFO] - [E:73| 700]: Train Loss:0.00097666, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:17:39,045 - wikidata12k_both - [INFO] - [E:73| 800]: Train Loss:0.00097631, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:18:44,231 - wikidata12k_both - [INFO] - [E:73| 900]: Train Loss:0.00097645, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:19:49,487 - wikidata12k_both - [INFO] - [E:73| 1000]: Train Loss:0.00097629, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:20:54,798 - wikidata12k_both - [INFO] - [E:73| 1100]: Train Loss:0.00097649, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:22:00,157 - wikidata12k_both - [INFO] - [E:73| 1200]: Train Loss:0.0009765, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:23:05,509 - wikidata12k_both - [INFO] - [E:73| 1300]: Train Loss:0.00097667, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:24:10,853 - wikidata12k_both - [INFO] - [E:73| 1400]: Train Loss:0.00097697, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:25:16,187 - wikidata12k_both - [INFO] - [E:73| 1500]: Train Loss:0.00097703, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:26:21,559 - wikidata12k_both - [INFO] - [E:73| 1600]: Train Loss:0.00097726, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:27:04,267 - wikidata12k_both - [INFO] - [Epoch:73]: Training Loss:0.0009772
2023-06-06 10:27:04,495 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 10:27:26,575 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 10:27:33,334 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 10:27:55,660 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 10:28:02,254 - wikidata12k_both - [INFO] - [Evaluating Epoch 73 valid]:
MRR: Tail : 0.51561, Head : 0.29164, Avg : 0.40362
2023-06-06 10:28:02,254 - wikidata12k_both - [INFO] - [Epoch 73]: Training Loss: 0.00097722, Valid MRR: 0.44691,
2023-06-06 10:28:02,925 - wikidata12k_both - [INFO] - [E:74| 0]: Train Loss:0.0010889, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:29:08,713 - wikidata12k_both - [INFO] - [E:74| 100]: Train Loss:0.00097697, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:30:15,424 - wikidata12k_both - [INFO] - [E:74| 200]: Train Loss:0.00097608, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:31:19,798 - wikidata12k_both - [INFO] - [E:74| 300]: Train Loss:0.0009764, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:32:24,191 - wikidata12k_both - [INFO] - [E:74| 400]: Train Loss:0.00097625, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:33:29,073 - wikidata12k_both - [INFO] - [E:74| 500]: Train Loss:0.00097584, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:34:33,978 - wikidata12k_both - [INFO] - [E:74| 600]: Train Loss:0.00097631, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:35:38,991 - wikidata12k_both - [INFO] - [E:74| 700]: Train Loss:0.00097678, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:36:44,114 - wikidata12k_both - [INFO] - [E:74| 800]: Train Loss:0.00097707, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:37:49,302 - wikidata12k_both - [INFO] - [E:74| 900]: Train Loss:0.00097778, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:38:54,502 - wikidata12k_both - [INFO] - [E:74| 1000]: Train Loss:0.00097752, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:39:59,696 - wikidata12k_both - [INFO] - [E:74| 1100]: Train Loss:0.00097742, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:41:04,952 - wikidata12k_both - [INFO] - [E:74| 1200]: Train Loss:0.00097721, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:42:10,139 - wikidata12k_both - [INFO] - [E:74| 1300]: Train Loss:0.00097717, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:43:15,317 - wikidata12k_both - [INFO] - [E:74| 1400]: Train Loss:0.00097708, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:44:20,658 - wikidata12k_both - [INFO] - [E:74| 1500]: Train Loss:0.00097688, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:45:25,927 - wikidata12k_both - [INFO] - [E:74| 1600]: Train Loss:0.00097682, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:46:08,475 - wikidata12k_both - [INFO] - [Epoch:74]: Training Loss:0.0009768
2023-06-06 10:46:08,702 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 10:46:30,880 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 10:46:37,659 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 10:47:00,127 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 10:47:06,763 - wikidata12k_both - [INFO] - [Evaluating Epoch 74 valid]:
MRR: Tail : 0.51558, Head : 0.27002, Avg : 0.3928
2023-06-06 10:47:06,763 - wikidata12k_both - [INFO] - [Epoch 74]: Training Loss: 0.00097679, Valid MRR: 0.44691,
2023-06-06 10:47:07,447 - wikidata12k_both - [INFO] - [E:75| 0]: Train Loss:0.00094792, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:48:12,923 - wikidata12k_both - [INFO] - [E:75| 100]: Train Loss:0.00097024, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:49:18,172 - wikidata12k_both - [INFO] - [E:75| 200]: Train Loss:0.00097116, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:50:23,306 - wikidata12k_both - [INFO] - [E:75| 300]: Train Loss:0.0009726, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:51:28,511 - wikidata12k_both - [INFO] - [E:75| 400]: Train Loss:0.00097298, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:52:33,726 - wikidata12k_both - [INFO] - [E:75| 500]: Train Loss:0.0009743, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:53:38,930 - wikidata12k_both - [INFO] - [E:75| 600]: Train Loss:0.00097442, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:54:44,157 - wikidata12k_both - [INFO] - [E:75| 700]: Train Loss:0.00097522, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:55:49,340 - wikidata12k_both - [INFO] - [E:75| 800]: Train Loss:0.00097532, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:56:54,661 - wikidata12k_both - [INFO] - [E:75| 900]: Train Loss:0.00097555, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:57:59,942 - wikidata12k_both - [INFO] - [E:75| 1000]: Train Loss:0.00097557, Val MRR:0.44691, wikidata12k_both
2023-06-06 10:59:05,253 - wikidata12k_both - [INFO] - [E:75| 1100]: Train Loss:0.00097574, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:00:10,581 - wikidata12k_both - [INFO] - [E:75| 1200]: Train Loss:0.0009759, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:01:15,814 - wikidata12k_both - [INFO] - [E:75| 1300]: Train Loss:0.00097581, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:02:21,650 - wikidata12k_both - [INFO] - [E:75| 1400]: Train Loss:0.0009757, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:03:27,096 - wikidata12k_both - [INFO] - [E:75| 1500]: Train Loss:0.00097602, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:04:32,201 - wikidata12k_both - [INFO] - [E:75| 1600]: Train Loss:0.00097617, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:05:14,854 - wikidata12k_both - [INFO] - [Epoch:75]: Training Loss:0.0009762
2023-06-06 11:05:15,075 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 11:05:37,187 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 11:05:43,933 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 11:06:06,244 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 11:06:12,838 - wikidata12k_both - [INFO] - [Evaluating Epoch 75 valid]:
MRR: Tail : 0.51764, Head : 0.31974, Avg : 0.41869
2023-06-06 11:06:12,839 - wikidata12k_both - [INFO] - [Epoch 75]: Training Loss: 0.00097623, Valid MRR: 0.44691,
2023-06-06 11:06:13,528 - wikidata12k_both - [INFO] - [E:76| 0]: Train Loss:0.00094257, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:07:18,850 - wikidata12k_both - [INFO] - [E:76| 100]: Train Loss:0.00097048, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:08:24,145 - wikidata12k_both - [INFO] - [E:76| 200]: Train Loss:0.00097259, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:09:29,393 - wikidata12k_both - [INFO] - [E:76| 300]: Train Loss:0.00097256, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:10:34,698 - wikidata12k_both - [INFO] - [E:76| 400]: Train Loss:0.00097268, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:11:40,085 - wikidata12k_both - [INFO] - [E:76| 500]: Train Loss:0.00097348, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:12:45,284 - wikidata12k_both - [INFO] - [E:76| 600]: Train Loss:0.0009735, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:13:50,572 - wikidata12k_both - [INFO] - [E:76| 700]: Train Loss:0.00097373, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:14:55,790 - wikidata12k_both - [INFO] - [E:76| 800]: Train Loss:0.00097414, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:16:00,996 - wikidata12k_both - [INFO] - [E:76| 900]: Train Loss:0.00097479, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:17:06,649 - wikidata12k_both - [INFO] - [E:76| 1000]: Train Loss:0.00097498, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:18:12,267 - wikidata12k_both - [INFO] - [E:76| 1100]: Train Loss:0.00097509, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:19:17,418 - wikidata12k_both - [INFO] - [E:76| 1200]: Train Loss:0.00097509, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:20:22,570 - wikidata12k_both - [INFO] - [E:76| 1300]: Train Loss:0.0009751, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:21:27,711 - wikidata12k_both - [INFO] - [E:76| 1400]: Train Loss:0.00097512, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:22:32,882 - wikidata12k_both - [INFO] - [E:76| 1500]: Train Loss:0.00097519, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:23:38,091 - wikidata12k_both - [INFO] - [E:76| 1600]: Train Loss:0.00097564, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:24:20,679 - wikidata12k_both - [INFO] - [Epoch:76]: Training Loss:0.0009756
2023-06-06 11:24:20,901 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 11:24:42,932 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 11:24:49,662 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 11:25:11,934 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 11:25:18,512 - wikidata12k_both - [INFO] - [Evaluating Epoch 76 valid]:
MRR: Tail : 0.50844, Head : 0.32502, Avg : 0.41673
2023-06-06 11:25:18,513 - wikidata12k_both - [INFO] - [Epoch 76]: Training Loss: 0.00097556, Valid MRR: 0.44691,
2023-06-06 11:25:19,189 - wikidata12k_both - [INFO] - [E:77| 0]: Train Loss:0.00096298, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:26:24,345 - wikidata12k_both - [INFO] - [E:77| 100]: Train Loss:0.00096984, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:27:29,561 - wikidata12k_both - [INFO] - [E:77| 200]: Train Loss:0.00097274, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:28:34,739 - wikidata12k_both - [INFO] - [E:77| 300]: Train Loss:0.00097329, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:29:40,010 - wikidata12k_both - [INFO] - [E:77| 400]: Train Loss:0.00097227, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:30:45,213 - wikidata12k_both - [INFO] - [E:77| 500]: Train Loss:0.00097298, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:31:50,710 - wikidata12k_both - [INFO] - [E:77| 600]: Train Loss:0.00097322, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:32:56,333 - wikidata12k_both - [INFO] - [E:77| 700]: Train Loss:0.00097323, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:34:01,444 - wikidata12k_both - [INFO] - [E:77| 800]: Train Loss:0.00097321, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:35:06,655 - wikidata12k_both - [INFO] - [E:77| 900]: Train Loss:0.0009732, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:36:11,907 - wikidata12k_both - [INFO] - [E:77| 1000]: Train Loss:0.0009737, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:37:17,179 - wikidata12k_both - [INFO] - [E:77| 1100]: Train Loss:0.00097373, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:38:22,381 - wikidata12k_both - [INFO] - [E:77| 1200]: Train Loss:0.00097398, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:39:27,607 - wikidata12k_both - [INFO] - [E:77| 1300]: Train Loss:0.00097414, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:40:32,695 - wikidata12k_both - [INFO] - [E:77| 1400]: Train Loss:0.00097397, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:41:37,952 - wikidata12k_both - [INFO] - [E:77| 1500]: Train Loss:0.00097409, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:42:43,077 - wikidata12k_both - [INFO] - [E:77| 1600]: Train Loss:0.00097423, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:43:25,706 - wikidata12k_both - [INFO] - [Epoch:77]: Training Loss:0.0009741
2023-06-06 11:43:25,933 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 11:43:47,983 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 11:43:54,722 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 11:44:17,057 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 11:44:23,634 - wikidata12k_both - [INFO] - [Evaluating Epoch 77 valid]:
MRR: Tail : 0.51411, Head : 0.29553, Avg : 0.40482
2023-06-06 11:44:23,635 - wikidata12k_both - [INFO] - [Epoch 77]: Training Loss: 0.00097415, Valid MRR: 0.44691,
2023-06-06 11:44:24,307 - wikidata12k_both - [INFO] - [E:78| 0]: Train Loss:0.00094045, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:45:29,504 - wikidata12k_both - [INFO] - [E:78| 100]: Train Loss:0.00096823, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:46:34,729 - wikidata12k_both - [INFO] - [E:78| 200]: Train Loss:0.00096902, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:47:40,467 - wikidata12k_both - [INFO] - [E:78| 300]: Train Loss:0.00096964, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:48:45,751 - wikidata12k_both - [INFO] - [E:78| 400]: Train Loss:0.00097101, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:49:50,842 - wikidata12k_both - [INFO] - [E:78| 500]: Train Loss:0.00097177, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:50:55,974 - wikidata12k_both - [INFO] - [E:78| 600]: Train Loss:0.00097219, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:52:01,182 - wikidata12k_both - [INFO] - [E:78| 700]: Train Loss:0.00097231, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:53:06,409 - wikidata12k_both - [INFO] - [E:78| 800]: Train Loss:0.00097292, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:54:11,577 - wikidata12k_both - [INFO] - [E:78| 900]: Train Loss:0.00097317, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:55:16,638 - wikidata12k_both - [INFO] - [E:78| 1000]: Train Loss:0.00097335, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:56:21,758 - wikidata12k_both - [INFO] - [E:78| 1100]: Train Loss:0.00097352, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:57:26,920 - wikidata12k_both - [INFO] - [E:78| 1200]: Train Loss:0.00097353, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:58:32,203 - wikidata12k_both - [INFO] - [E:78| 1300]: Train Loss:0.00097412, Val MRR:0.44691, wikidata12k_both
2023-06-06 11:59:37,379 - wikidata12k_both - [INFO] - [E:78| 1400]: Train Loss:0.00097401, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:00:42,610 - wikidata12k_both - [INFO] - [E:78| 1500]: Train Loss:0.00097408, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:01:47,965 - wikidata12k_both - [INFO] - [E:78| 1600]: Train Loss:0.00097423, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:02:30,963 - wikidata12k_both - [INFO] - [Epoch:78]: Training Loss:0.0009742
2023-06-06 12:02:31,190 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 12:02:53,348 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 12:03:00,104 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 12:03:22,353 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 12:03:28,919 - wikidata12k_both - [INFO] - [Evaluating Epoch 78 valid]:
MRR: Tail : 0.51572, Head : 0.33891, Avg : 0.42731
2023-06-06 12:03:28,919 - wikidata12k_both - [INFO] - [Epoch 78]: Training Loss: 0.00097421, Valid MRR: 0.44691,
2023-06-06 12:03:29,595 - wikidata12k_both - [INFO] - [E:79| 0]: Train Loss:0.00094255, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:04:34,710 - wikidata12k_both - [INFO] - [E:79| 100]: Train Loss:0.00096717, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:05:39,835 - wikidata12k_both - [INFO] - [E:79| 200]: Train Loss:0.0009696, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:06:45,019 - wikidata12k_both - [INFO] - [E:79| 300]: Train Loss:0.00097041, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:07:50,182 - wikidata12k_both - [INFO] - [E:79| 400]: Train Loss:0.00097076, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:08:55,340 - wikidata12k_both - [INFO] - [E:79| 500]: Train Loss:0.00097099, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:10:00,535 - wikidata12k_both - [INFO] - [E:79| 600]: Train Loss:0.00097189, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:11:05,730 - wikidata12k_both - [INFO] - [E:79| 700]: Train Loss:0.00097232, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:12:10,951 - wikidata12k_both - [INFO] - [E:79| 800]: Train Loss:0.00097229, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:13:16,160 - wikidata12k_both - [INFO] - [E:79| 900]: Train Loss:0.00097274, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:14:21,377 - wikidata12k_both - [INFO] - [E:79| 1000]: Train Loss:0.00097296, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:15:26,611 - wikidata12k_both - [INFO] - [E:79| 1100]: Train Loss:0.00097278, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:16:31,765 - wikidata12k_both - [INFO] - [E:79| 1200]: Train Loss:0.00097279, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:17:37,549 - wikidata12k_both - [INFO] - [E:79| 1300]: Train Loss:0.00097278, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:18:42,931 - wikidata12k_both - [INFO] - [E:79| 1400]: Train Loss:0.00097326, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:19:48,049 - wikidata12k_both - [INFO] - [E:79| 1500]: Train Loss:0.00097333, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:20:53,203 - wikidata12k_both - [INFO] - [E:79| 1600]: Train Loss:0.00097334, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:21:35,703 - wikidata12k_both - [INFO] - [Epoch:79]: Training Loss:0.0009735
2023-06-06 12:21:35,923 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 12:21:57,960 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 12:22:04,697 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 12:22:26,986 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 12:22:33,579 - wikidata12k_both - [INFO] - [Evaluating Epoch 79 valid]:
MRR: Tail : 0.51846, Head : 0.32657, Avg : 0.42251
MR: Tail : 596.09, Head : 551.1, Avg : 573.6
Hit-1: Tail : 0.42569, Head : 0.21057, Avg : 0.31813
Hit-3: Tail : 0.57575, Head : 0.37392, Avg : 0.47483
Hit-10: Tail : 0.68582, Head : 0.57479, Avg : 0.6303
2023-06-06 12:22:33,579 - wikidata12k_both - [INFO] - [Epoch 79]: Training Loss: 0.00097346, Valid MRR: 0.44691,
2023-06-06 12:22:34,256 - wikidata12k_both - [INFO] - [E:80| 0]: Train Loss:0.0010018, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:23:39,278 - wikidata12k_both - [INFO] - [E:80| 100]: Train Loss:0.00097311, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:24:44,502 - wikidata12k_both - [INFO] - [E:80| 200]: Train Loss:0.00097215, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:25:49,696 - wikidata12k_both - [INFO] - [E:80| 300]: Train Loss:0.00097153, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:26:54,864 - wikidata12k_both - [INFO] - [E:80| 400]: Train Loss:0.00097189, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:28:00,035 - wikidata12k_both - [INFO] - [E:80| 500]: Train Loss:0.00097186, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:29:05,294 - wikidata12k_both - [INFO] - [E:80| 600]: Train Loss:0.00097151, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:30:10,442 - wikidata12k_both - [INFO] - [E:80| 700]: Train Loss:0.00097182, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:31:15,671 - wikidata12k_both - [INFO] - [E:80| 800]: Train Loss:0.00097152, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:32:20,649 - wikidata12k_both - [INFO] - [E:80| 900]: Train Loss:0.000972, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:33:25,757 - wikidata12k_both - [INFO] - [E:80| 1000]: Train Loss:0.00097172, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:34:30,742 - wikidata12k_both - [INFO] - [E:80| 1100]: Train Loss:0.0009716, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:35:35,762 - wikidata12k_both - [INFO] - [E:80| 1200]: Train Loss:0.00097172, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:36:40,730 - wikidata12k_both - [INFO] - [E:80| 1300]: Train Loss:0.00097205, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:37:45,810 - wikidata12k_both - [INFO] - [E:80| 1400]: Train Loss:0.00097238, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:38:50,940 - wikidata12k_both - [INFO] - [E:80| 1500]: Train Loss:0.00097251, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:39:55,979 - wikidata12k_both - [INFO] - [E:80| 1600]: Train Loss:0.00097266, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:40:38,495 - wikidata12k_both - [INFO] - [Epoch:80]: Training Loss:0.0009726
2023-06-06 12:40:38,721 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 12:41:00,747 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 12:41:07,468 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 12:41:29,743 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 12:41:36,316 - wikidata12k_both - [INFO] - [Evaluating Epoch 80 valid]:
MRR: Tail : 0.52004, Head : 0.34732, Avg : 0.43368
2023-06-06 12:41:36,316 - wikidata12k_both - [INFO] - [Epoch 80]: Training Loss: 0.0009726, Valid MRR: 0.44691,
2023-06-06 12:41:36,986 - wikidata12k_both - [INFO] - [E:81| 0]: Train Loss:0.00096611, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:42:41,994 - wikidata12k_both - [INFO] - [E:81| 100]: Train Loss:0.00097189, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:43:47,054 - wikidata12k_both - [INFO] - [E:81| 200]: Train Loss:0.00097179, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:44:52,291 - wikidata12k_both - [INFO] - [E:81| 300]: Train Loss:0.00097035, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:45:57,449 - wikidata12k_both - [INFO] - [E:81| 400]: Train Loss:0.00096946, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:47:02,569 - wikidata12k_both - [INFO] - [E:81| 500]: Train Loss:0.00097091, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:48:07,982 - wikidata12k_both - [INFO] - [E:81| 600]: Train Loss:0.0009708, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:49:12,798 - wikidata12k_both - [INFO] - [E:81| 700]: Train Loss:0.00097083, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:50:17,640 - wikidata12k_both - [INFO] - [E:81| 800]: Train Loss:0.00097112, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:51:22,622 - wikidata12k_both - [INFO] - [E:81| 900]: Train Loss:0.00097155, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:52:27,554 - wikidata12k_both - [INFO] - [E:81| 1000]: Train Loss:0.00097163, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:53:32,523 - wikidata12k_both - [INFO] - [E:81| 1100]: Train Loss:0.00097185, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:54:37,587 - wikidata12k_both - [INFO] - [E:81| 1200]: Train Loss:0.00097204, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:55:42,779 - wikidata12k_both - [INFO] - [E:81| 1300]: Train Loss:0.00097228, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:56:47,935 - wikidata12k_both - [INFO] - [E:81| 1400]: Train Loss:0.00097218, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:57:53,104 - wikidata12k_both - [INFO] - [E:81| 1500]: Train Loss:0.00097209, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:58:58,274 - wikidata12k_both - [INFO] - [E:81| 1600]: Train Loss:0.00097193, Val MRR:0.44691, wikidata12k_both
2023-06-06 12:59:40,868 - wikidata12k_both - [INFO] - [Epoch:81]: Training Loss:0.0009721
2023-06-06 12:59:41,093 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 13:00:03,134 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 13:00:09,868 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 13:00:32,142 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 13:00:38,727 - wikidata12k_both - [INFO] - [Evaluating Epoch 81 valid]:
MRR: Tail : 0.52152, Head : 0.3172, Avg : 0.41936
2023-06-06 13:00:38,727 - wikidata12k_both - [INFO] - [Epoch 81]: Training Loss: 0.00097206, Valid MRR: 0.44691,
2023-06-06 13:00:39,399 - wikidata12k_both - [INFO] - [E:82| 0]: Train Loss:0.00097591, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:01:44,583 - wikidata12k_both - [INFO] - [E:82| 100]: Train Loss:0.00097144, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:02:49,902 - wikidata12k_both - [INFO] - [E:82| 200]: Train Loss:0.00096918, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:03:55,577 - wikidata12k_both - [INFO] - [E:82| 300]: Train Loss:0.00096904, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:05:00,622 - wikidata12k_both - [INFO] - [E:82| 400]: Train Loss:0.00096872, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:06:05,576 - wikidata12k_both - [INFO] - [E:82| 500]: Train Loss:0.00096953, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:07:10,642 - wikidata12k_both - [INFO] - [E:82| 600]: Train Loss:0.0009698, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:08:15,586 - wikidata12k_both - [INFO] - [E:82| 700]: Train Loss:0.00096967, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:09:20,642 - wikidata12k_both - [INFO] - [E:82| 800]: Train Loss:0.00096956, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:10:25,614 - wikidata12k_both - [INFO] - [E:82| 900]: Train Loss:0.00096996, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:11:30,567 - wikidata12k_both - [INFO] - [E:82| 1000]: Train Loss:0.00097042, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:12:35,570 - wikidata12k_both - [INFO] - [E:82| 1100]: Train Loss:0.00097065, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:13:40,603 - wikidata12k_both - [INFO] - [E:82| 1200]: Train Loss:0.00097068, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:14:45,651 - wikidata12k_both - [INFO] - [E:82| 1300]: Train Loss:0.00097056, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:15:50,625 - wikidata12k_both - [INFO] - [E:82| 1400]: Train Loss:0.00097104, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:16:55,655 - wikidata12k_both - [INFO] - [E:82| 1500]: Train Loss:0.00097129, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:18:00,556 - wikidata12k_both - [INFO] - [E:82| 1600]: Train Loss:0.00097111, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:18:42,914 - wikidata12k_both - [INFO] - [Epoch:82]: Training Loss:0.0009711
2023-06-06 13:18:43,136 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 13:19:05,006 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 13:19:11,705 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 13:19:33,905 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 13:19:40,536 - wikidata12k_both - [INFO] - [Evaluating Epoch 82 valid]:
MRR: Tail : 0.51827, Head : 0.32748, Avg : 0.42287
2023-06-06 13:19:40,536 - wikidata12k_both - [INFO] - [Epoch 82]: Training Loss: 0.00097112, Valid MRR: 0.44691,
2023-06-06 13:19:41,213 - wikidata12k_both - [INFO] - [E:83| 0]: Train Loss:0.00096187, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:20:46,191 - wikidata12k_both - [INFO] - [E:83| 100]: Train Loss:0.00096931, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:21:51,139 - wikidata12k_both - [INFO] - [E:83| 200]: Train Loss:0.00097213, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:22:56,258 - wikidata12k_both - [INFO] - [E:83| 300]: Train Loss:0.00097241, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:24:01,374 - wikidata12k_both - [INFO] - [E:83| 400]: Train Loss:0.00097166, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:25:06,582 - wikidata12k_both - [INFO] - [E:83| 500]: Train Loss:0.00097073, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:26:11,671 - wikidata12k_both - [INFO] - [E:83| 600]: Train Loss:0.00097095, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:27:16,682 - wikidata12k_both - [INFO] - [E:83| 700]: Train Loss:0.00097101, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:28:21,717 - wikidata12k_both - [INFO] - [E:83| 800]: Train Loss:0.00097122, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:29:26,786 - wikidata12k_both - [INFO] - [E:83| 900]: Train Loss:0.00097112, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:30:31,836 - wikidata12k_both - [INFO] - [E:83| 1000]: Train Loss:0.00097081, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:31:36,922 - wikidata12k_both - [INFO] - [E:83| 1100]: Train Loss:0.0009708, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:32:41,983 - wikidata12k_both - [INFO] - [E:83| 1200]: Train Loss:0.00097063, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:33:46,917 - wikidata12k_both - [INFO] - [E:83| 1300]: Train Loss:0.00097058, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:34:51,687 - wikidata12k_both - [INFO] - [E:83| 1400]: Train Loss:0.00097054, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:35:56,436 - wikidata12k_both - [INFO] - [E:83| 1500]: Train Loss:0.00097075, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:37:01,234 - wikidata12k_both - [INFO] - [E:83| 1600]: Train Loss:0.00097073, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:37:43,650 - wikidata12k_both - [INFO] - [Epoch:83]: Training Loss:0.0009707
2023-06-06 13:37:43,871 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 13:38:05,861 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 13:38:12,586 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 13:38:34,828 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 13:38:41,402 - wikidata12k_both - [INFO] - [Evaluating Epoch 83 valid]:
MRR: Tail : 0.51899, Head : 0.3251, Avg : 0.42205
2023-06-06 13:38:41,403 - wikidata12k_both - [INFO] - [Epoch 83]: Training Loss: 0.00097071, Valid MRR: 0.44691,
2023-06-06 13:38:42,069 - wikidata12k_both - [INFO] - [E:84| 0]: Train Loss:0.00095915, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:39:47,006 - wikidata12k_both - [INFO] - [E:84| 100]: Train Loss:0.00096487, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:40:52,037 - wikidata12k_both - [INFO] - [E:84| 200]: Train Loss:0.00096555, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:41:57,087 - wikidata12k_both - [INFO] - [E:84| 300]: Train Loss:0.00096588, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:43:02,055 - wikidata12k_both - [INFO] - [E:84| 400]: Train Loss:0.00096623, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:44:07,094 - wikidata12k_both - [INFO] - [E:84| 500]: Train Loss:0.00096667, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:45:12,249 - wikidata12k_both - [INFO] - [E:84| 600]: Train Loss:0.00096762, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:46:17,330 - wikidata12k_both - [INFO] - [E:84| 700]: Train Loss:0.0009682, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:47:22,463 - wikidata12k_both - [INFO] - [E:84| 800]: Train Loss:0.00096857, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:48:27,615 - wikidata12k_both - [INFO] - [E:84| 900]: Train Loss:0.00096879, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:49:33,208 - wikidata12k_both - [INFO] - [E:84| 1000]: Train Loss:0.00096849, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:50:38,697 - wikidata12k_both - [INFO] - [E:84| 1100]: Train Loss:0.00096881, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:51:43,663 - wikidata12k_both - [INFO] - [E:84| 1200]: Train Loss:0.00096903, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:52:48,721 - wikidata12k_both - [INFO] - [E:84| 1300]: Train Loss:0.00096896, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:53:58,938 - wikidata12k_both - [INFO] - [E:84| 1400]: Train Loss:0.00096925, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:55:18,027 - wikidata12k_both - [INFO] - [E:84| 1500]: Train Loss:0.00096955, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:56:31,247 - wikidata12k_both - [INFO] - [E:84| 1600]: Train Loss:0.00096977, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:57:13,739 - wikidata12k_both - [INFO] - [Epoch:84]: Training Loss:0.0009698
2023-06-06 13:57:13,961 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 13:57:35,940 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 13:57:42,665 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 13:58:04,923 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 13:58:11,481 - wikidata12k_both - [INFO] - [Evaluating Epoch 84 valid]:
MRR: Tail : 0.51276, Head : 0.33927, Avg : 0.42601
2023-06-06 13:58:11,481 - wikidata12k_both - [INFO] - [Epoch 84]: Training Loss: 0.00096985, Valid MRR: 0.44691,
2023-06-06 13:58:12,146 - wikidata12k_both - [INFO] - [E:85| 0]: Train Loss:0.0009481, Val MRR:0.44691, wikidata12k_both
2023-06-06 13:59:17,115 - wikidata12k_both - [INFO] - [E:85| 100]: Train Loss:0.00096716, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:00:22,217 - wikidata12k_both - [INFO] - [E:85| 200]: Train Loss:0.00096739, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:01:27,251 - wikidata12k_both - [INFO] - [E:85| 300]: Train Loss:0.00096814, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:02:32,282 - wikidata12k_both - [INFO] - [E:85| 400]: Train Loss:0.00096789, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:03:37,249 - wikidata12k_both - [INFO] - [E:85| 500]: Train Loss:0.00096763, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:04:41,987 - wikidata12k_both - [INFO] - [E:85| 600]: Train Loss:0.00096734, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:05:46,606 - wikidata12k_both - [INFO] - [E:85| 700]: Train Loss:0.00096743, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:06:51,445 - wikidata12k_both - [INFO] - [E:85| 800]: Train Loss:0.00096794, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:07:56,341 - wikidata12k_both - [INFO] - [E:85| 900]: Train Loss:0.00096796, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:09:01,283 - wikidata12k_both - [INFO] - [E:85| 1000]: Train Loss:0.00096826, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:10:06,200 - wikidata12k_both - [INFO] - [E:85| 1100]: Train Loss:0.0009687, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:11:11,200 - wikidata12k_both - [INFO] - [E:85| 1200]: Train Loss:0.00096924, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:12:16,228 - wikidata12k_both - [INFO] - [E:85| 1300]: Train Loss:0.00096936, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:13:21,253 - wikidata12k_both - [INFO] - [E:85| 1400]: Train Loss:0.00096923, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:14:26,299 - wikidata12k_both - [INFO] - [E:85| 1500]: Train Loss:0.00096933, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:15:31,384 - wikidata12k_both - [INFO] - [E:85| 1600]: Train Loss:0.00096924, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:16:13,879 - wikidata12k_both - [INFO] - [Epoch:85]: Training Loss:0.0009691
2023-06-06 14:16:14,102 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 14:16:36,107 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 14:16:42,833 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 14:17:05,085 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 14:17:11,665 - wikidata12k_both - [INFO] - [Evaluating Epoch 85 valid]:
MRR: Tail : 0.51779, Head : 0.36088, Avg : 0.43933
2023-06-06 14:17:11,666 - wikidata12k_both - [INFO] - [Epoch 85]: Training Loss: 0.00096914, Valid MRR: 0.44691,
2023-06-06 14:17:12,342 - wikidata12k_both - [INFO] - [E:86| 0]: Train Loss:0.0010101, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:18:17,456 - wikidata12k_both - [INFO] - [E:86| 100]: Train Loss:0.00096669, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:19:22,579 - wikidata12k_both - [INFO] - [E:86| 200]: Train Loss:0.00096535, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:20:27,432 - wikidata12k_both - [INFO] - [E:86| 300]: Train Loss:0.00096601, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:21:32,151 - wikidata12k_both - [INFO] - [E:86| 400]: Train Loss:0.00096642, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:22:36,946 - wikidata12k_both - [INFO] - [E:86| 500]: Train Loss:0.00096672, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:23:41,951 - wikidata12k_both - [INFO] - [E:86| 600]: Train Loss:0.00096713, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:24:46,993 - wikidata12k_both - [INFO] - [E:86| 700]: Train Loss:0.00096736, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:25:52,149 - wikidata12k_both - [INFO] - [E:86| 800]: Train Loss:0.00096728, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:26:57,208 - wikidata12k_both - [INFO] - [E:86| 900]: Train Loss:0.00096763, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:28:02,323 - wikidata12k_both - [INFO] - [E:86| 1000]: Train Loss:0.0009678, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:29:07,461 - wikidata12k_both - [INFO] - [E:86| 1100]: Train Loss:0.00096805, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:30:12,660 - wikidata12k_both - [INFO] - [E:86| 1200]: Train Loss:0.00096773, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:31:17,815 - wikidata12k_both - [INFO] - [E:86| 1300]: Train Loss:0.00096768, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:32:23,023 - wikidata12k_both - [INFO] - [E:86| 1400]: Train Loss:0.00096844, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:33:28,130 - wikidata12k_both - [INFO] - [E:86| 1500]: Train Loss:0.00096872, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:34:33,205 - wikidata12k_both - [INFO] - [E:86| 1600]: Train Loss:0.00096874, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:35:15,741 - wikidata12k_both - [INFO] - [Epoch:86]: Training Loss:0.0009689
2023-06-06 14:35:15,963 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 14:35:37,992 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 14:35:44,721 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 14:36:06,898 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 14:36:13,437 - wikidata12k_both - [INFO] - [Evaluating Epoch 86 valid]:
MRR: Tail : 0.50701, Head : 0.33365, Avg : 0.42033
2023-06-06 14:36:13,437 - wikidata12k_both - [INFO] - [Epoch 86]: Training Loss: 0.00096888, Valid MRR: 0.44691,
2023-06-06 14:36:14,098 - wikidata12k_both - [INFO] - [E:87| 0]: Train Loss:0.00095664, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:37:18,891 - wikidata12k_both - [INFO] - [E:87| 100]: Train Loss:0.00096823, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:38:23,681 - wikidata12k_both - [INFO] - [E:87| 200]: Train Loss:0.0009657, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:39:28,660 - wikidata12k_both - [INFO] - [E:87| 300]: Train Loss:0.00096524, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:40:33,581 - wikidata12k_both - [INFO] - [E:87| 400]: Train Loss:0.00096588, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:41:38,588 - wikidata12k_both - [INFO] - [E:87| 500]: Train Loss:0.00096563, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:42:43,543 - wikidata12k_both - [INFO] - [E:87| 600]: Train Loss:0.00096579, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:43:48,649 - wikidata12k_both - [INFO] - [E:87| 700]: Train Loss:0.0009658, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:44:53,727 - wikidata12k_both - [INFO] - [E:87| 800]: Train Loss:0.00096649, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:45:58,814 - wikidata12k_both - [INFO] - [E:87| 900]: Train Loss:0.00096668, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:47:03,977 - wikidata12k_both - [INFO] - [E:87| 1000]: Train Loss:0.00096717, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:48:09,091 - wikidata12k_both - [INFO] - [E:87| 1100]: Train Loss:0.00096729, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:49:14,209 - wikidata12k_both - [INFO] - [E:87| 1200]: Train Loss:0.00096787, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:50:19,367 - wikidata12k_both - [INFO] - [E:87| 1300]: Train Loss:0.0009679, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:51:24,519 - wikidata12k_both - [INFO] - [E:87| 1400]: Train Loss:0.00096783, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:52:29,420 - wikidata12k_both - [INFO] - [E:87| 1500]: Train Loss:0.00096789, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:53:34,254 - wikidata12k_both - [INFO] - [E:87| 1600]: Train Loss:0.00096809, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:54:16,823 - wikidata12k_both - [INFO] - [Epoch:87]: Training Loss:0.0009683
2023-06-06 14:54:17,051 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 14:54:39,091 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 14:54:45,828 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 14:55:08,134 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 14:55:14,722 - wikidata12k_both - [INFO] - [Evaluating Epoch 87 valid]:
MRR: Tail : 0.51861, Head : 0.33596, Avg : 0.42728
2023-06-06 14:55:14,722 - wikidata12k_both - [INFO] - [Epoch 87]: Training Loss: 0.00096826, Valid MRR: 0.44691,
2023-06-06 14:55:15,387 - wikidata12k_both - [INFO] - [E:88| 0]: Train Loss:0.0009448, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:56:20,588 - wikidata12k_both - [INFO] - [E:88| 100]: Train Loss:0.00096604, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:57:25,767 - wikidata12k_both - [INFO] - [E:88| 200]: Train Loss:0.00096519, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:58:31,041 - wikidata12k_both - [INFO] - [E:88| 300]: Train Loss:0.00096499, Val MRR:0.44691, wikidata12k_both
2023-06-06 14:59:37,253 - wikidata12k_both - [INFO] - [E:88| 400]: Train Loss:0.00096439, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:00:42,367 - wikidata12k_both - [INFO] - [E:88| 500]: Train Loss:0.00096518, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:01:47,635 - wikidata12k_both - [INFO] - [E:88| 600]: Train Loss:0.00096538, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:02:52,956 - wikidata12k_both - [INFO] - [E:88| 700]: Train Loss:0.00096641, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:03:58,214 - wikidata12k_both - [INFO] - [E:88| 800]: Train Loss:0.0009666, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:05:03,469 - wikidata12k_both - [INFO] - [E:88| 900]: Train Loss:0.00096667, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:06:08,739 - wikidata12k_both - [INFO] - [E:88| 1000]: Train Loss:0.00096677, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:07:13,995 - wikidata12k_both - [INFO] - [E:88| 1100]: Train Loss:0.00096694, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:08:19,734 - wikidata12k_both - [INFO] - [E:88| 1200]: Train Loss:0.0009671, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:09:25,159 - wikidata12k_both - [INFO] - [E:88| 1300]: Train Loss:0.00096708, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:10:30,364 - wikidata12k_both - [INFO] - [E:88| 1400]: Train Loss:0.00096731, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:11:35,528 - wikidata12k_both - [INFO] - [E:88| 1500]: Train Loss:0.00096739, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:12:40,739 - wikidata12k_both - [INFO] - [E:88| 1600]: Train Loss:0.00096756, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:13:23,266 - wikidata12k_both - [INFO] - [Epoch:88]: Training Loss:0.0009677
2023-06-06 15:13:23,487 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 15:13:45,540 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 15:13:52,291 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 15:14:14,596 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 15:14:21,177 - wikidata12k_both - [INFO] - [Evaluating Epoch 88 valid]:
MRR: Tail : 0.5124, Head : 0.33905, Avg : 0.42573
2023-06-06 15:14:21,177 - wikidata12k_both - [INFO] - [Epoch 88]: Training Loss: 0.00096765, Valid MRR: 0.44691,
2023-06-06 15:14:21,844 - wikidata12k_both - [INFO] - [E:89| 0]: Train Loss:0.0010121, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:15:27,021 - wikidata12k_both - [INFO] - [E:89| 100]: Train Loss:0.00096597, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:16:32,109 - wikidata12k_both - [INFO] - [E:89| 200]: Train Loss:0.00096666, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:17:37,238 - wikidata12k_both - [INFO] - [E:89| 300]: Train Loss:0.00096738, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:18:42,338 - wikidata12k_both - [INFO] - [E:89| 400]: Train Loss:0.0009667, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:19:47,386 - wikidata12k_both - [INFO] - [E:89| 500]: Train Loss:0.00096704, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:20:52,369 - wikidata12k_both - [INFO] - [E:89| 600]: Train Loss:0.00096748, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:21:57,496 - wikidata12k_both - [INFO] - [E:89| 700]: Train Loss:0.00096727, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:23:02,888 - wikidata12k_both - [INFO] - [E:89| 800]: Train Loss:0.00096735, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:24:08,340 - wikidata12k_both - [INFO] - [E:89| 900]: Train Loss:0.00096746, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:25:13,258 - wikidata12k_both - [INFO] - [E:89| 1000]: Train Loss:0.00096743, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:26:18,259 - wikidata12k_both - [INFO] - [E:89| 1100]: Train Loss:0.00096768, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:27:23,219 - wikidata12k_both - [INFO] - [E:89| 1200]: Train Loss:0.00096748, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:28:28,220 - wikidata12k_both - [INFO] - [E:89| 1300]: Train Loss:0.00096758, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:29:33,228 - wikidata12k_both - [INFO] - [E:89| 1400]: Train Loss:0.00096749, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:30:38,110 - wikidata12k_both - [INFO] - [E:89| 1500]: Train Loss:0.00096727, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:31:43,022 - wikidata12k_both - [INFO] - [E:89| 1600]: Train Loss:0.00096752, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:32:25,492 - wikidata12k_both - [INFO] - [Epoch:89]: Training Loss:0.0009673
2023-06-06 15:32:25,713 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 15:32:47,704 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 15:32:54,424 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 15:33:16,638 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 15:33:23,201 - wikidata12k_both - [INFO] - [Evaluating Epoch 89 valid]:
MRR: Tail : 0.51445, Head : 0.34676, Avg : 0.43061
MR: Tail : 642.42, Head : 598.97, Avg : 620.7
Hit-1: Tail : 0.42228, Head : 0.24104, Avg : 0.33166
Hit-3: Tail : 0.56755, Head : 0.39157, Avg : 0.47956
Hit-10: Tail : 0.679, Head : 0.56126, Avg : 0.62013
2023-06-06 15:33:23,202 - wikidata12k_both - [INFO] - [Epoch 89]: Training Loss: 0.00096731, Valid MRR: 0.44691,
2023-06-06 15:33:23,868 - wikidata12k_both - [INFO] - [E:90| 0]: Train Loss:0.0009556, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:34:28,806 - wikidata12k_both - [INFO] - [E:90| 100]: Train Loss:0.00096631, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:35:33,810 - wikidata12k_both - [INFO] - [E:90| 200]: Train Loss:0.00096551, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:36:38,816 - wikidata12k_both - [INFO] - [E:90| 300]: Train Loss:0.00096472, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:37:43,615 - wikidata12k_both - [INFO] - [E:90| 400]: Train Loss:0.00096496, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:38:48,279 - wikidata12k_both - [INFO] - [E:90| 500]: Train Loss:0.00096585, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:39:52,945 - wikidata12k_both - [INFO] - [E:90| 600]: Train Loss:0.00096578, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:40:57,772 - wikidata12k_both - [INFO] - [E:90| 700]: Train Loss:0.00096536, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:42:02,670 - wikidata12k_both - [INFO] - [E:90| 800]: Train Loss:0.00096535, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:43:07,498 - wikidata12k_both - [INFO] - [E:90| 900]: Train Loss:0.0009658, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:44:12,335 - wikidata12k_both - [INFO] - [E:90| 1000]: Train Loss:0.00096562, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:45:17,241 - wikidata12k_both - [INFO] - [E:90| 1100]: Train Loss:0.00096542, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:46:22,165 - wikidata12k_both - [INFO] - [E:90| 1200]: Train Loss:0.00096583, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:47:27,140 - wikidata12k_both - [INFO] - [E:90| 1300]: Train Loss:0.00096599, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:48:32,056 - wikidata12k_both - [INFO] - [E:90| 1400]: Train Loss:0.00096618, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:49:37,029 - wikidata12k_both - [INFO] - [E:90| 1500]: Train Loss:0.00096612, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:50:41,931 - wikidata12k_both - [INFO] - [E:90| 1600]: Train Loss:0.00096617, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:51:24,288 - wikidata12k_both - [INFO] - [Epoch:90]: Training Loss:0.0009661
2023-06-06 15:51:24,511 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 15:51:46,472 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 15:51:53,193 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 15:52:15,380 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 15:52:21,945 - wikidata12k_both - [INFO] - [Evaluating Epoch 90 valid]:
MRR: Tail : 0.51583, Head : 0.35353, Avg : 0.43468
2023-06-06 15:52:21,945 - wikidata12k_both - [INFO] - [Epoch 90]: Training Loss: 0.00096614, Valid MRR: 0.44691,
2023-06-06 15:52:22,606 - wikidata12k_both - [INFO] - [E:91| 0]: Train Loss:0.00096471, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:53:27,428 - wikidata12k_both - [INFO] - [E:91| 100]: Train Loss:0.00096463, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:54:32,040 - wikidata12k_both - [INFO] - [E:91| 200]: Train Loss:0.0009659, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:55:36,751 - wikidata12k_both - [INFO] - [E:91| 300]: Train Loss:0.00096476, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:56:41,631 - wikidata12k_both - [INFO] - [E:91| 400]: Train Loss:0.0009647, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:57:46,551 - wikidata12k_both - [INFO] - [E:91| 500]: Train Loss:0.00096473, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:58:51,499 - wikidata12k_both - [INFO] - [E:91| 600]: Train Loss:0.00096507, Val MRR:0.44691, wikidata12k_both
2023-06-06 15:59:56,363 - wikidata12k_both - [INFO] - [E:91| 700]: Train Loss:0.00096522, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:01:01,407 - wikidata12k_both - [INFO] - [E:91| 800]: Train Loss:0.00096531, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:02:06,386 - wikidata12k_both - [INFO] - [E:91| 900]: Train Loss:0.00096524, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:03:11,467 - wikidata12k_both - [INFO] - [E:91| 1000]: Train Loss:0.00096543, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:04:16,498 - wikidata12k_both - [INFO] - [E:91| 1100]: Train Loss:0.00096527, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:05:21,583 - wikidata12k_both - [INFO] - [E:91| 1200]: Train Loss:0.0009652, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:06:26,606 - wikidata12k_both - [INFO] - [E:91| 1300]: Train Loss:0.00096531, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:07:31,664 - wikidata12k_both - [INFO] - [E:91| 1400]: Train Loss:0.0009657, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:08:36,698 - wikidata12k_both - [INFO] - [E:91| 1500]: Train Loss:0.0009657, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:09:42,192 - wikidata12k_both - [INFO] - [E:91| 1600]: Train Loss:0.00096576, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:10:25,020 - wikidata12k_both - [INFO] - [Epoch:91]: Training Loss:0.0009658
2023-06-06 16:10:25,245 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 16:10:47,220 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 16:10:53,933 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 16:11:16,138 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 16:11:22,696 - wikidata12k_both - [INFO] - [Evaluating Epoch 91 valid]:
MRR: Tail : 0.51875, Head : 0.31032, Avg : 0.41454
2023-06-06 16:11:22,696 - wikidata12k_both - [INFO] - [Epoch 91]: Training Loss: 0.00096582, Valid MRR: 0.44691,
2023-06-06 16:11:23,357 - wikidata12k_both - [INFO] - [E:92| 0]: Train Loss:0.00095411, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:12:28,192 - wikidata12k_both - [INFO] - [E:92| 100]: Train Loss:0.00096126, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:13:33,052 - wikidata12k_both - [INFO] - [E:92| 200]: Train Loss:0.0009636, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:14:37,983 - wikidata12k_both - [INFO] - [E:92| 300]: Train Loss:0.00096264, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:15:42,972 - wikidata12k_both - [INFO] - [E:92| 400]: Train Loss:0.00096245, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:16:47,949 - wikidata12k_both - [INFO] - [E:92| 500]: Train Loss:0.00096392, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:17:52,936 - wikidata12k_both - [INFO] - [E:92| 600]: Train Loss:0.00096345, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:18:57,986 - wikidata12k_both - [INFO] - [E:92| 700]: Train Loss:0.00096306, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:20:03,025 - wikidata12k_both - [INFO] - [E:92| 800]: Train Loss:0.00096351, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:21:07,954 - wikidata12k_both - [INFO] - [E:92| 900]: Train Loss:0.00096395, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:22:12,874 - wikidata12k_both - [INFO] - [E:92| 1000]: Train Loss:0.00096391, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:23:17,842 - wikidata12k_both - [INFO] - [E:92| 1100]: Train Loss:0.00096451, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:24:22,685 - wikidata12k_both - [INFO] - [E:92| 1200]: Train Loss:0.00096438, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:25:27,464 - wikidata12k_both - [INFO] - [E:92| 1300]: Train Loss:0.00096471, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:26:32,189 - wikidata12k_both - [INFO] - [E:92| 1400]: Train Loss:0.00096508, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:27:37,071 - wikidata12k_both - [INFO] - [E:92| 1500]: Train Loss:0.00096519, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:28:41,905 - wikidata12k_both - [INFO] - [E:92| 1600]: Train Loss:0.00096515, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:29:24,267 - wikidata12k_both - [INFO] - [Epoch:92]: Training Loss:0.0009653
2023-06-06 16:29:24,493 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 16:29:46,489 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 16:29:53,214 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 16:30:15,471 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 16:30:22,044 - wikidata12k_both - [INFO] - [Evaluating Epoch 92 valid]:
MRR: Tail : 0.51749, Head : 0.34667, Avg : 0.43208
2023-06-06 16:30:22,045 - wikidata12k_both - [INFO] - [Epoch 92]: Training Loss: 0.00096532, Valid MRR: 0.44691,
2023-06-06 16:30:22,728 - wikidata12k_both - [INFO] - [E:93| 0]: Train Loss:0.00098018, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:31:27,604 - wikidata12k_both - [INFO] - [E:93| 100]: Train Loss:0.00096283, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:32:32,530 - wikidata12k_both - [INFO] - [E:93| 200]: Train Loss:0.00096105, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:33:37,422 - wikidata12k_both - [INFO] - [E:93| 300]: Train Loss:0.00096137, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:34:42,401 - wikidata12k_both - [INFO] - [E:93| 400]: Train Loss:0.00096153, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:35:47,369 - wikidata12k_both - [INFO] - [E:93| 500]: Train Loss:0.00096187, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:36:52,293 - wikidata12k_both - [INFO] - [E:93| 600]: Train Loss:0.00096245, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:37:57,285 - wikidata12k_both - [INFO] - [E:93| 700]: Train Loss:0.00096317, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:39:02,191 - wikidata12k_both - [INFO] - [E:93| 800]: Train Loss:0.00096335, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:40:06,972 - wikidata12k_both - [INFO] - [E:93| 900]: Train Loss:0.00096366, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:41:11,578 - wikidata12k_both - [INFO] - [E:93| 1000]: Train Loss:0.0009637, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:42:16,264 - wikidata12k_both - [INFO] - [E:93| 1100]: Train Loss:0.00096378, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:43:21,098 - wikidata12k_both - [INFO] - [E:93| 1200]: Train Loss:0.00096372, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:44:25,945 - wikidata12k_both - [INFO] - [E:93| 1300]: Train Loss:0.00096398, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:45:30,712 - wikidata12k_both - [INFO] - [E:93| 1400]: Train Loss:0.00096423, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:46:35,538 - wikidata12k_both - [INFO] - [E:93| 1500]: Train Loss:0.00096442, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:47:40,422 - wikidata12k_both - [INFO] - [E:93| 1600]: Train Loss:0.00096453, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:48:22,801 - wikidata12k_both - [INFO] - [Epoch:93]: Training Loss:0.0009648
2023-06-06 16:48:23,026 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 16:48:44,979 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 16:48:51,707 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 16:49:13,917 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 16:49:20,457 - wikidata12k_both - [INFO] - [Evaluating Epoch 93 valid]:
MRR: Tail : 0.51719, Head : 0.35052, Avg : 0.43385
2023-06-06 16:49:20,457 - wikidata12k_both - [INFO] - [Epoch 93]: Training Loss: 0.00096483, Valid MRR: 0.44691,
2023-06-06 16:49:21,119 - wikidata12k_both - [INFO] - [E:94| 0]: Train Loss:0.00095532, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:50:26,030 - wikidata12k_both - [INFO] - [E:94| 100]: Train Loss:0.00096228, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:51:30,925 - wikidata12k_both - [INFO] - [E:94| 200]: Train Loss:0.00096365, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:52:35,842 - wikidata12k_both - [INFO] - [E:94| 300]: Train Loss:0.00096292, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:53:40,751 - wikidata12k_both - [INFO] - [E:94| 400]: Train Loss:0.00096247, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:54:45,635 - wikidata12k_both - [INFO] - [E:94| 500]: Train Loss:0.00096295, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:55:50,353 - wikidata12k_both - [INFO] - [E:94| 600]: Train Loss:0.00096367, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:56:55,125 - wikidata12k_both - [INFO] - [E:94| 700]: Train Loss:0.00096311, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:57:59,876 - wikidata12k_both - [INFO] - [E:94| 800]: Train Loss:0.00096292, Val MRR:0.44691, wikidata12k_both
2023-06-06 16:59:04,567 - wikidata12k_both - [INFO] - [E:94| 900]: Train Loss:0.00096304, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:00:09,444 - wikidata12k_both - [INFO] - [E:94| 1000]: Train Loss:0.00096349, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:01:14,216 - wikidata12k_both - [INFO] - [E:94| 1100]: Train Loss:0.00096378, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:02:18,948 - wikidata12k_both - [INFO] - [E:94| 1200]: Train Loss:0.00096394, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:03:23,761 - wikidata12k_both - [INFO] - [E:94| 1300]: Train Loss:0.00096394, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:04:28,680 - wikidata12k_both - [INFO] - [E:94| 1400]: Train Loss:0.00096383, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:05:33,557 - wikidata12k_both - [INFO] - [E:94| 1500]: Train Loss:0.00096388, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:06:38,436 - wikidata12k_both - [INFO] - [E:94| 1600]: Train Loss:0.00096412, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:07:20,867 - wikidata12k_both - [INFO] - [Epoch:94]: Training Loss:0.0009642
2023-06-06 17:07:21,088 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 17:07:43,028 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 17:07:49,733 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 17:08:11,934 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 17:08:18,480 - wikidata12k_both - [INFO] - [Evaluating Epoch 94 valid]:
MRR: Tail : 0.516, Head : 0.34123, Avg : 0.42862
2023-06-06 17:08:18,480 - wikidata12k_both - [INFO] - [Epoch 94]: Training Loss: 0.00096421, Valid MRR: 0.44691,
2023-06-06 17:08:19,152 - wikidata12k_both - [INFO] - [E:95| 0]: Train Loss:0.00097413, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:09:24,135 - wikidata12k_both - [INFO] - [E:95| 100]: Train Loss:0.00095946, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:10:29,069 - wikidata12k_both - [INFO] - [E:95| 200]: Train Loss:0.00096123, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:11:33,643 - wikidata12k_both - [INFO] - [E:95| 300]: Train Loss:0.00096085, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:12:38,334 - wikidata12k_both - [INFO] - [E:95| 400]: Train Loss:0.00095985, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:13:42,934 - wikidata12k_both - [INFO] - [E:95| 500]: Train Loss:0.00096063, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:14:47,696 - wikidata12k_both - [INFO] - [E:95| 600]: Train Loss:0.00096103, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:15:52,559 - wikidata12k_both - [INFO] - [E:95| 700]: Train Loss:0.00096113, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:16:57,428 - wikidata12k_both - [INFO] - [E:95| 800]: Train Loss:0.00096159, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:18:02,250 - wikidata12k_both - [INFO] - [E:95| 900]: Train Loss:0.00096176, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:19:07,232 - wikidata12k_both - [INFO] - [E:95| 1000]: Train Loss:0.00096225, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:20:12,069 - wikidata12k_both - [INFO] - [E:95| 1100]: Train Loss:0.00096337, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:21:16,941 - wikidata12k_both - [INFO] - [E:95| 1200]: Train Loss:0.00096381, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:22:21,877 - wikidata12k_both - [INFO] - [E:95| 1300]: Train Loss:0.0009636, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:23:26,818 - wikidata12k_both - [INFO] - [E:95| 1400]: Train Loss:0.00096401, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:24:31,726 - wikidata12k_both - [INFO] - [E:95| 1500]: Train Loss:0.00096395, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:25:36,708 - wikidata12k_both - [INFO] - [E:95| 1600]: Train Loss:0.00096432, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:26:19,134 - wikidata12k_both - [INFO] - [Epoch:95]: Training Loss:0.0009644
2023-06-06 17:26:19,359 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 17:26:41,218 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 17:26:47,902 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 17:27:09,991 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 17:27:16,540 - wikidata12k_both - [INFO] - [Evaluating Epoch 95 valid]:
MRR: Tail : 0.51706, Head : 0.33317, Avg : 0.42511
2023-06-06 17:27:16,540 - wikidata12k_both - [INFO] - [Epoch 95]: Training Loss: 0.00096445, Valid MRR: 0.44691,
2023-06-06 17:27:17,212 - wikidata12k_both - [INFO] - [E:96| 0]: Train Loss:0.00096138, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:28:22,963 - wikidata12k_both - [INFO] - [E:96| 100]: Train Loss:0.00096351, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:29:40,546 - wikidata12k_both - [INFO] - [E:96| 200]: Train Loss:0.00096177, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:31:11,112 - wikidata12k_both - [INFO] - [E:96| 300]: Train Loss:0.00096097, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:32:48,604 - wikidata12k_both - [INFO] - [E:96| 400]: Train Loss:0.00096235, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:34:28,095 - wikidata12k_both - [INFO] - [E:96| 500]: Train Loss:0.00096153, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:36:05,623 - wikidata12k_both - [INFO] - [E:96| 600]: Train Loss:0.00096269, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:37:46,495 - wikidata12k_both - [INFO] - [E:96| 700]: Train Loss:0.00096273, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:39:24,919 - wikidata12k_both - [INFO] - [E:96| 800]: Train Loss:0.00096269, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:41:03,191 - wikidata12k_both - [INFO] - [E:96| 900]: Train Loss:0.00096293, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:42:42,817 - wikidata12k_both - [INFO] - [E:96| 1000]: Train Loss:0.00096273, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:44:28,733 - wikidata12k_both - [INFO] - [E:96| 1100]: Train Loss:0.00096304, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:46:07,486 - wikidata12k_both - [INFO] - [E:96| 1200]: Train Loss:0.00096291, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:47:22,592 - wikidata12k_both - [INFO] - [E:96| 1300]: Train Loss:0.00096307, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:49:01,060 - wikidata12k_both - [INFO] - [E:96| 1400]: Train Loss:0.00096306, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:50:39,618 - wikidata12k_both - [INFO] - [E:96| 1500]: Train Loss:0.00096309, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:52:18,938 - wikidata12k_both - [INFO] - [E:96| 1600]: Train Loss:0.00096308, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:53:24,954 - wikidata12k_both - [INFO] - [Epoch:96]: Training Loss:0.0009632
2023-06-06 17:53:25,218 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 17:53:59,390 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 17:54:09,474 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 17:54:46,146 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 17:54:56,682 - wikidata12k_both - [INFO] - [Evaluating Epoch 96 valid]:
MRR: Tail : 0.51881, Head : 0.28809, Avg : 0.40345
2023-06-06 17:54:56,682 - wikidata12k_both - [INFO] - [Epoch 96]: Training Loss: 0.00096321, Valid MRR: 0.44691,
2023-06-06 17:54:57,858 - wikidata12k_both - [INFO] - [E:97| 0]: Train Loss:0.00098751, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:56:36,715 - wikidata12k_both - [INFO] - [E:97| 100]: Train Loss:0.00095897, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:58:15,805 - wikidata12k_both - [INFO] - [E:97| 200]: Train Loss:0.0009604, Val MRR:0.44691, wikidata12k_both
2023-06-06 17:59:55,331 - wikidata12k_both - [INFO] - [E:97| 300]: Train Loss:0.00096141, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:01:16,365 - wikidata12k_both - [INFO] - [E:97| 400]: Train Loss:0.0009614, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:02:42,168 - wikidata12k_both - [INFO] - [E:97| 500]: Train Loss:0.0009614, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:04:21,123 - wikidata12k_both - [INFO] - [E:97| 600]: Train Loss:0.00096126, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:05:59,596 - wikidata12k_both - [INFO] - [E:97| 700]: Train Loss:0.00096118, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:07:38,122 - wikidata12k_both - [INFO] - [E:97| 800]: Train Loss:0.00096155, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:09:17,436 - wikidata12k_both - [INFO] - [E:97| 900]: Train Loss:0.00096147, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:10:56,467 - wikidata12k_both - [INFO] - [E:97| 1000]: Train Loss:0.00096144, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:12:35,495 - wikidata12k_both - [INFO] - [E:97| 1100]: Train Loss:0.0009612, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:14:15,175 - wikidata12k_both - [INFO] - [E:97| 1200]: Train Loss:0.00096169, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:15:38,572 - wikidata12k_both - [INFO] - [E:97| 1300]: Train Loss:0.00096179, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:17:04,918 - wikidata12k_both - [INFO] - [E:97| 1400]: Train Loss:0.00096211, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:18:42,518 - wikidata12k_both - [INFO] - [E:97| 1500]: Train Loss:0.00096243, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:20:02,390 - wikidata12k_both - [INFO] - [E:97| 1600]: Train Loss:0.00096291, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:20:44,236 - wikidata12k_both - [INFO] - [Epoch:97]: Training Loss:0.000963
2023-06-06 18:20:44,457 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 18:21:06,138 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 18:21:12,755 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 18:21:34,973 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 18:21:41,455 - wikidata12k_both - [INFO] - [Evaluating Epoch 97 valid]:
MRR: Tail : 0.50839, Head : 0.37494, Avg : 0.44167
2023-06-06 18:21:41,455 - wikidata12k_both - [INFO] - [Epoch 97]: Training Loss: 0.00096303, Valid MRR: 0.44691,
2023-06-06 18:21:42,108 - wikidata12k_both - [INFO] - [E:98| 0]: Train Loss:0.00097067, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:22:45,948 - wikidata12k_both - [INFO] - [E:98| 100]: Train Loss:0.00095704, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:23:49,804 - wikidata12k_both - [INFO] - [E:98| 200]: Train Loss:0.00095978, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:24:53,860 - wikidata12k_both - [INFO] - [E:98| 300]: Train Loss:0.00095959, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:25:57,739 - wikidata12k_both - [INFO] - [E:98| 400]: Train Loss:0.00095995, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:27:01,910 - wikidata12k_both - [INFO] - [E:98| 500]: Train Loss:0.00096064, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:28:05,774 - wikidata12k_both - [INFO] - [E:98| 600]: Train Loss:0.00096059, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:29:09,975 - wikidata12k_both - [INFO] - [E:98| 700]: Train Loss:0.00096042, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:30:13,943 - wikidata12k_both - [INFO] - [E:98| 800]: Train Loss:0.00096075, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:31:17,971 - wikidata12k_both - [INFO] - [E:98| 900]: Train Loss:0.00096106, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:32:23,014 - wikidata12k_both - [INFO] - [E:98| 1000]: Train Loss:0.00096143, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:33:27,027 - wikidata12k_both - [INFO] - [E:98| 1100]: Train Loss:0.00096135, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:34:31,075 - wikidata12k_both - [INFO] - [E:98| 1200]: Train Loss:0.00096184, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:35:35,280 - wikidata12k_both - [INFO] - [E:98| 1300]: Train Loss:0.00096209, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:36:39,376 - wikidata12k_both - [INFO] - [E:98| 1400]: Train Loss:0.00096235, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:37:43,506 - wikidata12k_both - [INFO] - [E:98| 1500]: Train Loss:0.00096215, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:38:47,617 - wikidata12k_both - [INFO] - [E:98| 1600]: Train Loss:0.00096231, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:39:29,482 - wikidata12k_both - [INFO] - [Epoch:98]: Training Loss:0.0009623
2023-06-06 18:39:29,702 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 18:39:51,364 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 18:39:57,985 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 18:40:19,838 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 18:40:26,286 - wikidata12k_both - [INFO] - [Evaluating Epoch 98 valid]:
MRR: Tail : 0.51919, Head : 0.31502, Avg : 0.4171
2023-06-06 18:40:26,287 - wikidata12k_both - [INFO] - [Epoch 98]: Training Loss: 0.00096233, Valid MRR: 0.44691,
2023-06-06 18:40:26,941 - wikidata12k_both - [INFO] - [E:99| 0]: Train Loss:0.00095447, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:41:31,199 - wikidata12k_both - [INFO] - [E:99| 100]: Train Loss:0.00096618, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:42:35,352 - wikidata12k_both - [INFO] - [E:99| 200]: Train Loss:0.00096194, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:43:39,557 - wikidata12k_both - [INFO] - [E:99| 300]: Train Loss:0.00096236, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:44:43,753 - wikidata12k_both - [INFO] - [E:99| 400]: Train Loss:0.00096254, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:45:47,981 - wikidata12k_both - [INFO] - [E:99| 500]: Train Loss:0.00096152, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:46:52,226 - wikidata12k_both - [INFO] - [E:99| 600]: Train Loss:0.00096204, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:47:56,357 - wikidata12k_both - [INFO] - [E:99| 700]: Train Loss:0.00096191, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:49:00,503 - wikidata12k_both - [INFO] - [E:99| 800]: Train Loss:0.00096228, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:50:04,801 - wikidata12k_both - [INFO] - [E:99| 900]: Train Loss:0.00096211, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:51:08,977 - wikidata12k_both - [INFO] - [E:99| 1000]: Train Loss:0.00096227, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:52:13,166 - wikidata12k_both - [INFO] - [E:99| 1100]: Train Loss:0.00096215, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:53:17,404 - wikidata12k_both - [INFO] - [E:99| 1200]: Train Loss:0.0009623, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:54:21,591 - wikidata12k_both - [INFO] - [E:99| 1300]: Train Loss:0.00096235, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:55:25,754 - wikidata12k_both - [INFO] - [E:99| 1400]: Train Loss:0.00096212, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:56:29,867 - wikidata12k_both - [INFO] - [E:99| 1500]: Train Loss:0.00096216, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:57:33,949 - wikidata12k_both - [INFO] - [E:99| 1600]: Train Loss:0.00096218, Val MRR:0.44691, wikidata12k_both
2023-06-06 18:58:15,790 - wikidata12k_both - [INFO] - [Epoch:99]: Training Loss:0.0009621
2023-06-06 18:58:16,010 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 18:58:37,726 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 18:58:44,369 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 18:59:06,230 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 18:59:12,687 - wikidata12k_both - [INFO] - [Evaluating Epoch 99 valid]:
MRR: Tail : 0.52333, Head : 0.33385, Avg : 0.42859
MR: Tail : 671.26, Head : 617.43, Avg : 644.35
Hit-1: Tail : 0.43652, Head : 0.22913, Avg : 0.33282
Hit-3: Tail : 0.57641, Head : 0.37098, Avg : 0.47369
Hit-10: Tail : 0.67995, Head : 0.56276, Avg : 0.62136
2023-06-06 18:59:12,687 - wikidata12k_both - [INFO] - [Epoch 99]: Training Loss: 0.00096207, Valid MRR: 0.44691,
2023-06-06 18:59:13,344 - wikidata12k_both - [INFO] - [E:100| 0]: Train Loss:0.00096487, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:00:17,421 - wikidata12k_both - [INFO] - [E:100| 100]: Train Loss:0.00096482, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:01:21,565 - wikidata12k_both - [INFO] - [E:100| 200]: Train Loss:0.00096339, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:02:25,722 - wikidata12k_both - [INFO] - [E:100| 300]: Train Loss:0.00096267, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:03:29,810 - wikidata12k_both - [INFO] - [E:100| 400]: Train Loss:0.00096245, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:04:34,012 - wikidata12k_both - [INFO] - [E:100| 500]: Train Loss:0.0009618, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:05:38,129 - wikidata12k_both - [INFO] - [E:100| 600]: Train Loss:0.00096185, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:06:42,223 - wikidata12k_both - [INFO] - [E:100| 700]: Train Loss:0.00096189, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:07:46,379 - wikidata12k_both - [INFO] - [E:100| 800]: Train Loss:0.00096162, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:08:50,632 - wikidata12k_both - [INFO] - [E:100| 900]: Train Loss:0.00096114, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:09:54,933 - wikidata12k_both - [INFO] - [E:100| 1000]: Train Loss:0.00096115, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:10:59,271 - wikidata12k_both - [INFO] - [E:100| 1100]: Train Loss:0.00096177, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:12:03,437 - wikidata12k_both - [INFO] - [E:100| 1200]: Train Loss:0.00096161, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:13:07,641 - wikidata12k_both - [INFO] - [E:100| 1300]: Train Loss:0.00096169, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:14:11,807 - wikidata12k_both - [INFO] - [E:100| 1400]: Train Loss:0.00096148, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:15:16,019 - wikidata12k_both - [INFO] - [E:100| 1500]: Train Loss:0.00096132, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:16:20,228 - wikidata12k_both - [INFO] - [E:100| 1600]: Train Loss:0.00096125, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:17:02,147 - wikidata12k_both - [INFO] - [Epoch:100]: Training Loss:0.0009613
2023-06-06 19:17:02,366 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 19:17:24,048 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 19:17:30,686 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 19:17:52,560 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 19:17:59,032 - wikidata12k_both - [INFO] - [Evaluating Epoch 100 valid]:
MRR: Tail : 0.52427, Head : 0.29358, Avg : 0.40893
2023-06-06 19:17:59,032 - wikidata12k_both - [INFO] - [Epoch 100]: Training Loss: 0.00096127, Valid MRR: 0.44691,
2023-06-06 19:17:59,688 - wikidata12k_both - [INFO] - [E:101| 0]: Train Loss:0.000957, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:19:03,832 - wikidata12k_both - [INFO] - [E:101| 100]: Train Loss:0.00096115, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:20:08,039 - wikidata12k_both - [INFO] - [E:101| 200]: Train Loss:0.00096081, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:21:12,167 - wikidata12k_both - [INFO] - [E:101| 300]: Train Loss:0.00096075, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:22:16,265 - wikidata12k_both - [INFO] - [E:101| 400]: Train Loss:0.00096011, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:23:20,480 - wikidata12k_both - [INFO] - [E:101| 500]: Train Loss:0.00096041, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:24:24,712 - wikidata12k_both - [INFO] - [E:101| 600]: Train Loss:0.00096094, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:25:28,978 - wikidata12k_both - [INFO] - [E:101| 700]: Train Loss:0.00096052, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:26:33,058 - wikidata12k_both - [INFO] - [E:101| 800]: Train Loss:0.00096028, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:27:37,174 - wikidata12k_both - [INFO] - [E:101| 900]: Train Loss:0.00095992, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:28:41,276 - wikidata12k_both - [INFO] - [E:101| 1000]: Train Loss:0.00095996, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:29:45,351 - wikidata12k_both - [INFO] - [E:101| 1100]: Train Loss:0.00096051, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:30:49,466 - wikidata12k_both - [INFO] - [E:101| 1200]: Train Loss:0.00096078, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:31:53,616 - wikidata12k_both - [INFO] - [E:101| 1300]: Train Loss:0.00096083, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:32:57,709 - wikidata12k_both - [INFO] - [E:101| 1400]: Train Loss:0.00096105, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:34:01,828 - wikidata12k_both - [INFO] - [E:101| 1500]: Train Loss:0.0009609, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:35:06,023 - wikidata12k_both - [INFO] - [E:101| 1600]: Train Loss:0.00096123, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:35:47,913 - wikidata12k_both - [INFO] - [Epoch:101]: Training Loss:0.0009612
2023-06-06 19:35:48,134 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 19:36:09,806 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 19:36:16,436 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 19:36:38,315 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 19:36:44,778 - wikidata12k_both - [INFO] - [Evaluating Epoch 101 valid]:
MRR: Tail : 0.52054, Head : 0.31167, Avg : 0.4161
2023-06-06 19:36:44,778 - wikidata12k_both - [INFO] - [Epoch 101]: Training Loss: 0.00096124, Valid MRR: 0.44691,
2023-06-06 19:36:45,432 - wikidata12k_both - [INFO] - [E:102| 0]: Train Loss:0.00099052, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:37:49,564 - wikidata12k_both - [INFO] - [E:102| 100]: Train Loss:0.00096187, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:38:53,669 - wikidata12k_both - [INFO] - [E:102| 200]: Train Loss:0.00095988, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:39:57,788 - wikidata12k_both - [INFO] - [E:102| 300]: Train Loss:0.00096113, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:41:02,050 - wikidata12k_both - [INFO] - [E:102| 400]: Train Loss:0.00096077, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:42:06,168 - wikidata12k_both - [INFO] - [E:102| 500]: Train Loss:0.00096053, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:43:10,408 - wikidata12k_both - [INFO] - [E:102| 600]: Train Loss:0.00096054, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:44:14,520 - wikidata12k_both - [INFO] - [E:102| 700]: Train Loss:0.00095969, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:45:18,634 - wikidata12k_both - [INFO] - [E:102| 800]: Train Loss:0.00095956, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:46:22,873 - wikidata12k_both - [INFO] - [E:102| 900]: Train Loss:0.00095968, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:47:27,049 - wikidata12k_both - [INFO] - [E:102| 1000]: Train Loss:0.00096026, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:48:31,278 - wikidata12k_both - [INFO] - [E:102| 1100]: Train Loss:0.00096035, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:49:35,464 - wikidata12k_both - [INFO] - [E:102| 1200]: Train Loss:0.00096056, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:50:39,565 - wikidata12k_both - [INFO] - [E:102| 1300]: Train Loss:0.00096064, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:51:43,656 - wikidata12k_both - [INFO] - [E:102| 1400]: Train Loss:0.00096056, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:52:47,845 - wikidata12k_both - [INFO] - [E:102| 1500]: Train Loss:0.0009603, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:53:51,969 - wikidata12k_both - [INFO] - [E:102| 1600]: Train Loss:0.00096027, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:54:33,871 - wikidata12k_both - [INFO] - [Epoch:102]: Training Loss:0.0009602
2023-06-06 19:54:34,091 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 19:54:55,835 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 19:55:02,455 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 19:55:24,326 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 19:55:30,800 - wikidata12k_both - [INFO] - [Evaluating Epoch 102 valid]:
MRR: Tail : 0.51685, Head : 0.29528, Avg : 0.40607
2023-06-06 19:55:30,800 - wikidata12k_both - [INFO] - [Epoch 102]: Training Loss: 0.00096019, Valid MRR: 0.44691,
2023-06-06 19:55:31,456 - wikidata12k_both - [INFO] - [E:103| 0]: Train Loss:0.00092924, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:56:35,567 - wikidata12k_both - [INFO] - [E:103| 100]: Train Loss:0.000958, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:57:39,664 - wikidata12k_both - [INFO] - [E:103| 200]: Train Loss:0.0009592, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:58:43,798 - wikidata12k_both - [INFO] - [E:103| 300]: Train Loss:0.00095865, Val MRR:0.44691, wikidata12k_both
2023-06-06 19:59:47,902 - wikidata12k_both - [INFO] - [E:103| 400]: Train Loss:0.00095851, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:00:52,072 - wikidata12k_both - [INFO] - [E:103| 500]: Train Loss:0.00095827, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:01:56,248 - wikidata12k_both - [INFO] - [E:103| 600]: Train Loss:0.00095849, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:03:00,449 - wikidata12k_both - [INFO] - [E:103| 700]: Train Loss:0.00095814, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:04:04,757 - wikidata12k_both - [INFO] - [E:103| 800]: Train Loss:0.00095801, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:05:08,939 - wikidata12k_both - [INFO] - [E:103| 900]: Train Loss:0.00095858, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:06:13,137 - wikidata12k_both - [INFO] - [E:103| 1000]: Train Loss:0.0009587, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:07:17,340 - wikidata12k_both - [INFO] - [E:103| 1100]: Train Loss:0.00095889, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:08:21,458 - wikidata12k_both - [INFO] - [E:103| 1200]: Train Loss:0.00095922, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:09:25,574 - wikidata12k_both - [INFO] - [E:103| 1300]: Train Loss:0.00095969, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:10:29,740 - wikidata12k_both - [INFO] - [E:103| 1400]: Train Loss:0.00095976, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:11:33,867 - wikidata12k_both - [INFO] - [E:103| 1500]: Train Loss:0.00095953, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:12:38,066 - wikidata12k_both - [INFO] - [E:103| 1600]: Train Loss:0.00095955, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:13:19,987 - wikidata12k_both - [INFO] - [Epoch:103]: Training Loss:0.0009596
2023-06-06 20:13:20,206 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 20:13:41,904 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 20:13:48,535 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 20:14:10,432 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 20:14:16,906 - wikidata12k_both - [INFO] - [Evaluating Epoch 103 valid]:
MRR: Tail : 0.52039, Head : 0.32111, Avg : 0.42075
2023-06-06 20:14:16,906 - wikidata12k_both - [INFO] - [Epoch 103]: Training Loss: 0.00095963, Valid MRR: 0.44691,
2023-06-06 20:14:17,561 - wikidata12k_both - [INFO] - [E:104| 0]: Train Loss:0.00095264, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:15:21,781 - wikidata12k_both - [INFO] - [E:104| 100]: Train Loss:0.00095584, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:16:25,886 - wikidata12k_both - [INFO] - [E:104| 200]: Train Loss:0.00095769, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:17:29,981 - wikidata12k_both - [INFO] - [E:104| 300]: Train Loss:0.00095921, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:18:34,169 - wikidata12k_both - [INFO] - [E:104| 400]: Train Loss:0.00095932, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:19:38,354 - wikidata12k_both - [INFO] - [E:104| 500]: Train Loss:0.00096004, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:20:42,541 - wikidata12k_both - [INFO] - [E:104| 600]: Train Loss:0.00096018, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:21:46,770 - wikidata12k_both - [INFO] - [E:104| 700]: Train Loss:0.00095994, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:22:51,004 - wikidata12k_both - [INFO] - [E:104| 800]: Train Loss:0.00095956, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:23:55,257 - wikidata12k_both - [INFO] - [E:104| 900]: Train Loss:0.00095945, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:24:59,504 - wikidata12k_both - [INFO] - [E:104| 1000]: Train Loss:0.00095962, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:26:03,598 - wikidata12k_both - [INFO] - [E:104| 1100]: Train Loss:0.00095967, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:27:07,685 - wikidata12k_both - [INFO] - [E:104| 1200]: Train Loss:0.00095959, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:28:11,887 - wikidata12k_both - [INFO] - [E:104| 1300]: Train Loss:0.00095971, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:29:16,111 - wikidata12k_both - [INFO] - [E:104| 1400]: Train Loss:0.00095991, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:30:20,341 - wikidata12k_both - [INFO] - [E:104| 1500]: Train Loss:0.00095998, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:31:24,592 - wikidata12k_both - [INFO] - [E:104| 1600]: Train Loss:0.00095989, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:32:06,541 - wikidata12k_both - [INFO] - [Epoch:104]: Training Loss:0.0009597
2023-06-06 20:32:06,762 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 20:32:28,486 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 20:32:35,118 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 20:32:57,023 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 20:33:03,513 - wikidata12k_both - [INFO] - [Evaluating Epoch 104 valid]:
MRR: Tail : 0.51742, Head : 0.31427, Avg : 0.41584
2023-06-06 20:33:03,513 - wikidata12k_both - [INFO] - [Epoch 104]: Training Loss: 0.00095975, Valid MRR: 0.44691,
2023-06-06 20:33:04,169 - wikidata12k_both - [INFO] - [E:105| 0]: Train Loss:0.00095444, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:34:08,261 - wikidata12k_both - [INFO] - [E:105| 100]: Train Loss:0.00095943, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:35:12,384 - wikidata12k_both - [INFO] - [E:105| 200]: Train Loss:0.00095968, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:36:16,676 - wikidata12k_both - [INFO] - [E:105| 300]: Train Loss:0.00096046, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:37:20,870 - wikidata12k_both - [INFO] - [E:105| 400]: Train Loss:0.00095999, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:38:25,097 - wikidata12k_both - [INFO] - [E:105| 500]: Train Loss:0.00095925, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:39:29,283 - wikidata12k_both - [INFO] - [E:105| 600]: Train Loss:0.00095943, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:40:33,386 - wikidata12k_both - [INFO] - [E:105| 700]: Train Loss:0.00095918, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:41:37,494 - wikidata12k_both - [INFO] - [E:105| 800]: Train Loss:0.00095931, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:42:41,673 - wikidata12k_both - [INFO] - [E:105| 900]: Train Loss:0.00095931, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:43:45,773 - wikidata12k_both - [INFO] - [E:105| 1000]: Train Loss:0.00095908, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:44:49,939 - wikidata12k_both - [INFO] - [E:105| 1100]: Train Loss:0.0009588, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:45:54,023 - wikidata12k_both - [INFO] - [E:105| 1200]: Train Loss:0.00095892, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:46:58,139 - wikidata12k_both - [INFO] - [E:105| 1300]: Train Loss:0.00095906, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:48:02,410 - wikidata12k_both - [INFO] - [E:105| 1400]: Train Loss:0.00095868, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:49:06,513 - wikidata12k_both - [INFO] - [E:105| 1500]: Train Loss:0.00095888, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:50:10,610 - wikidata12k_both - [INFO] - [E:105| 1600]: Train Loss:0.00095904, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:50:52,564 - wikidata12k_both - [INFO] - [Epoch:105]: Training Loss:0.0009591
2023-06-06 20:50:52,785 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 20:51:14,463 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 20:51:21,092 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 20:51:42,968 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 20:51:49,425 - wikidata12k_both - [INFO] - [Evaluating Epoch 105 valid]:
MRR: Tail : 0.51085, Head : 0.33218, Avg : 0.42151
2023-06-06 20:51:49,425 - wikidata12k_both - [INFO] - [Epoch 105]: Training Loss: 0.00095911, Valid MRR: 0.44691,
2023-06-06 20:51:50,082 - wikidata12k_both - [INFO] - [E:106| 0]: Train Loss:0.00093168, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:52:54,215 - wikidata12k_both - [INFO] - [E:106| 100]: Train Loss:0.00095575, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:53:58,506 - wikidata12k_both - [INFO] - [E:106| 200]: Train Loss:0.00095752, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:55:02,622 - wikidata12k_both - [INFO] - [E:106| 300]: Train Loss:0.00095775, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:56:06,875 - wikidata12k_both - [INFO] - [E:106| 400]: Train Loss:0.00095851, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:57:11,129 - wikidata12k_both - [INFO] - [E:106| 500]: Train Loss:0.00095845, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:58:15,337 - wikidata12k_both - [INFO] - [E:106| 600]: Train Loss:0.00095831, Val MRR:0.44691, wikidata12k_both
2023-06-06 20:59:19,418 - wikidata12k_both - [INFO] - [E:106| 700]: Train Loss:0.00095904, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:00:23,631 - wikidata12k_both - [INFO] - [E:106| 800]: Train Loss:0.00095941, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:01:27,775 - wikidata12k_both - [INFO] - [E:106| 900]: Train Loss:0.00095947, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:02:31,896 - wikidata12k_both - [INFO] - [E:106| 1000]: Train Loss:0.00095945, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:03:36,015 - wikidata12k_both - [INFO] - [E:106| 1100]: Train Loss:0.00095926, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:04:40,121 - wikidata12k_both - [INFO] - [E:106| 1200]: Train Loss:0.00095932, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:05:44,319 - wikidata12k_both - [INFO] - [E:106| 1300]: Train Loss:0.00095937, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:06:48,488 - wikidata12k_both - [INFO] - [E:106| 1400]: Train Loss:0.00095964, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:07:52,672 - wikidata12k_both - [INFO] - [E:106| 1500]: Train Loss:0.00095945, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:08:56,785 - wikidata12k_both - [INFO] - [E:106| 1600]: Train Loss:0.00095939, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:09:38,659 - wikidata12k_both - [INFO] - [Epoch:106]: Training Loss:0.0009593
2023-06-06 21:09:38,878 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 21:10:00,559 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 21:10:07,183 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 21:10:29,085 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 21:10:35,557 - wikidata12k_both - [INFO] - [Evaluating Epoch 106 valid]:
MRR: Tail : 0.5192, Head : 0.32607, Avg : 0.42263
2023-06-06 21:10:35,557 - wikidata12k_both - [INFO] - [Epoch 106]: Training Loss: 0.00095928, Valid MRR: 0.44691,
2023-06-06 21:10:36,214 - wikidata12k_both - [INFO] - [E:107| 0]: Train Loss:0.00098513, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:11:40,388 - wikidata12k_both - [INFO] - [E:107| 100]: Train Loss:0.00096161, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:12:44,583 - wikidata12k_both - [INFO] - [E:107| 200]: Train Loss:0.00096077, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:13:48,806 - wikidata12k_both - [INFO] - [E:107| 300]: Train Loss:0.00095878, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:14:53,060 - wikidata12k_both - [INFO] - [E:107| 400]: Train Loss:0.00095873, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:15:57,248 - wikidata12k_both - [INFO] - [E:107| 500]: Train Loss:0.00095924, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:17:01,408 - wikidata12k_both - [INFO] - [E:107| 600]: Train Loss:0.000959, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:18:05,684 - wikidata12k_both - [INFO] - [E:107| 700]: Train Loss:0.00095863, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:19:09,906 - wikidata12k_both - [INFO] - [E:107| 800]: Train Loss:0.00095829, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:20:14,132 - wikidata12k_both - [INFO] - [E:107| 900]: Train Loss:0.00095827, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:21:18,279 - wikidata12k_both - [INFO] - [E:107| 1000]: Train Loss:0.0009585, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:22:22,407 - wikidata12k_both - [INFO] - [E:107| 1100]: Train Loss:0.00095826, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:23:26,677 - wikidata12k_both - [INFO] - [E:107| 1200]: Train Loss:0.00095808, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:24:30,802 - wikidata12k_both - [INFO] - [E:107| 1300]: Train Loss:0.0009581, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:25:34,955 - wikidata12k_both - [INFO] - [E:107| 1400]: Train Loss:0.0009583, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:26:39,142 - wikidata12k_both - [INFO] - [E:107| 1500]: Train Loss:0.00095807, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:27:43,266 - wikidata12k_both - [INFO] - [E:107| 1600]: Train Loss:0.0009583, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:28:25,175 - wikidata12k_both - [INFO] - [Epoch:107]: Training Loss:0.0009582
2023-06-06 21:28:25,393 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 21:28:47,052 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 21:28:53,683 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 21:29:15,617 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 21:29:22,076 - wikidata12k_both - [INFO] - [Evaluating Epoch 107 valid]:
MRR: Tail : 0.51719, Head : 0.35073, Avg : 0.43396
2023-06-06 21:29:22,076 - wikidata12k_both - [INFO] - [Epoch 107]: Training Loss: 0.0009582, Valid MRR: 0.44691,
2023-06-06 21:29:22,733 - wikidata12k_both - [INFO] - [E:108| 0]: Train Loss:0.00094272, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:30:26,833 - wikidata12k_both - [INFO] - [E:108| 100]: Train Loss:0.00095563, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:31:30,963 - wikidata12k_both - [INFO] - [E:108| 200]: Train Loss:0.00095446, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:32:35,183 - wikidata12k_both - [INFO] - [E:108| 300]: Train Loss:0.00095416, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:33:39,337 - wikidata12k_both - [INFO] - [E:108| 400]: Train Loss:0.00095472, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:34:43,471 - wikidata12k_both - [INFO] - [E:108| 500]: Train Loss:0.00095586, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:35:47,641 - wikidata12k_both - [INFO] - [E:108| 600]: Train Loss:0.00095611, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:36:51,924 - wikidata12k_both - [INFO] - [E:108| 700]: Train Loss:0.00095611, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:37:56,195 - wikidata12k_both - [INFO] - [E:108| 800]: Train Loss:0.00095615, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:39:00,401 - wikidata12k_both - [INFO] - [E:108| 900]: Train Loss:0.00095613, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:40:04,622 - wikidata12k_both - [INFO] - [E:108| 1000]: Train Loss:0.00095646, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:41:08,939 - wikidata12k_both - [INFO] - [E:108| 1100]: Train Loss:0.00095659, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:42:13,210 - wikidata12k_both - [INFO] - [E:108| 1200]: Train Loss:0.00095651, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:43:17,483 - wikidata12k_both - [INFO] - [E:108| 1300]: Train Loss:0.00095661, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:44:21,703 - wikidata12k_both - [INFO] - [E:108| 1400]: Train Loss:0.00095678, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:45:25,846 - wikidata12k_both - [INFO] - [E:108| 1500]: Train Loss:0.00095722, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:46:30,005 - wikidata12k_both - [INFO] - [E:108| 1600]: Train Loss:0.0009573, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:47:11,952 - wikidata12k_both - [INFO] - [Epoch:108]: Training Loss:0.0009574
2023-06-06 21:47:12,172 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 21:47:33,878 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 21:47:40,511 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 21:48:02,393 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 21:48:08,858 - wikidata12k_both - [INFO] - [Evaluating Epoch 108 valid]:
MRR: Tail : 0.52168, Head : 0.34198, Avg : 0.43183
2023-06-06 21:48:08,858 - wikidata12k_both - [INFO] - [Epoch 108]: Training Loss: 0.00095743, Valid MRR: 0.44691,
2023-06-06 21:48:09,514 - wikidata12k_both - [INFO] - [E:109| 0]: Train Loss:0.00095026, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:49:13,744 - wikidata12k_both - [INFO] - [E:109| 100]: Train Loss:0.00095728, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:50:17,885 - wikidata12k_both - [INFO] - [E:109| 200]: Train Loss:0.00095769, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:51:22,005 - wikidata12k_both - [INFO] - [E:109| 300]: Train Loss:0.00095556, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:52:26,185 - wikidata12k_both - [INFO] - [E:109| 400]: Train Loss:0.00095624, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:53:30,336 - wikidata12k_both - [INFO] - [E:109| 500]: Train Loss:0.00095572, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:54:34,504 - wikidata12k_both - [INFO] - [E:109| 600]: Train Loss:0.00095657, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:55:38,747 - wikidata12k_both - [INFO] - [E:109| 700]: Train Loss:0.00095602, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:56:42,878 - wikidata12k_both - [INFO] - [E:109| 800]: Train Loss:0.00095613, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:57:47,009 - wikidata12k_both - [INFO] - [E:109| 900]: Train Loss:0.00095642, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:58:51,233 - wikidata12k_both - [INFO] - [E:109| 1000]: Train Loss:0.00095648, Val MRR:0.44691, wikidata12k_both
2023-06-06 21:59:55,395 - wikidata12k_both - [INFO] - [E:109| 1100]: Train Loss:0.00095703, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:00:59,570 - wikidata12k_both - [INFO] - [E:109| 1200]: Train Loss:0.00095693, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:02:03,790 - wikidata12k_both - [INFO] - [E:109| 1300]: Train Loss:0.00095695, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:03:07,928 - wikidata12k_both - [INFO] - [E:109| 1400]: Train Loss:0.0009573, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:04:12,091 - wikidata12k_both - [INFO] - [E:109| 1500]: Train Loss:0.00095739, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:05:16,349 - wikidata12k_both - [INFO] - [E:109| 1600]: Train Loss:0.00095738, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:05:58,332 - wikidata12k_both - [INFO] - [Epoch:109]: Training Loss:0.0009573
2023-06-06 22:05:58,552 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 22:06:20,273 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 22:06:26,920 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 22:06:48,806 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 22:06:55,271 - wikidata12k_both - [INFO] - [Evaluating Epoch 109 valid]:
MRR: Tail : 0.51885, Head : 0.3014, Avg : 0.41013
MR: Tail : 741.23, Head : 653.39, Avg : 697.31
Hit-1: Tail : 0.43239, Head : 0.18968, Avg : 0.31104
Hit-3: Tail : 0.56958, Head : 0.34991, Avg : 0.45975
Hit-10: Tail : 0.67714, Head : 0.53098, Avg : 0.60406
2023-06-06 22:06:55,271 - wikidata12k_both - [INFO] - [Epoch 109]: Training Loss: 0.00095729, Valid MRR: 0.44691,
2023-06-06 22:06:55,928 - wikidata12k_both - [INFO] - [E:110| 0]: Train Loss:0.00094518, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:08:00,213 - wikidata12k_both - [INFO] - [E:110| 100]: Train Loss:0.00095377, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:09:04,343 - wikidata12k_both - [INFO] - [E:110| 200]: Train Loss:0.00095463, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:10:08,487 - wikidata12k_both - [INFO] - [E:110| 300]: Train Loss:0.00095589, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:11:12,657 - wikidata12k_both - [INFO] - [E:110| 400]: Train Loss:0.00095692, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:12:16,892 - wikidata12k_both - [INFO] - [E:110| 500]: Train Loss:0.00095724, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:13:21,216 - wikidata12k_both - [INFO] - [E:110| 600]: Train Loss:0.00095693, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:14:25,378 - wikidata12k_both - [INFO] - [E:110| 700]: Train Loss:0.0009569, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:15:29,534 - wikidata12k_both - [INFO] - [E:110| 800]: Train Loss:0.00095675, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:16:33,704 - wikidata12k_both - [INFO] - [E:110| 900]: Train Loss:0.00095672, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:17:37,820 - wikidata12k_both - [INFO] - [E:110| 1000]: Train Loss:0.00095686, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:18:41,956 - wikidata12k_both - [INFO] - [E:110| 1100]: Train Loss:0.00095663, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:19:46,155 - wikidata12k_both - [INFO] - [E:110| 1200]: Train Loss:0.00095678, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:20:50,325 - wikidata12k_both - [INFO] - [E:110| 1300]: Train Loss:0.00095668, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:21:54,492 - wikidata12k_both - [INFO] - [E:110| 1400]: Train Loss:0.00095665, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:22:58,671 - wikidata12k_both - [INFO] - [E:110| 1500]: Train Loss:0.00095684, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:24:02,785 - wikidata12k_both - [INFO] - [E:110| 1600]: Train Loss:0.0009568, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:24:44,709 - wikidata12k_both - [INFO] - [Epoch:110]: Training Loss:0.000957
2023-06-06 22:24:44,929 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 22:25:06,675 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 22:25:13,306 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 22:25:35,215 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 22:25:41,687 - wikidata12k_both - [INFO] - [Evaluating Epoch 110 valid]:
MRR: Tail : 0.5212, Head : 0.28023, Avg : 0.40071
2023-06-06 22:25:41,687 - wikidata12k_both - [INFO] - [Epoch 110]: Training Loss: 0.00095697, Valid MRR: 0.44691,
2023-06-06 22:25:42,345 - wikidata12k_both - [INFO] - [E:111| 0]: Train Loss:0.00096297, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:26:46,627 - wikidata12k_both - [INFO] - [E:111| 100]: Train Loss:0.00095623, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:27:50,918 - wikidata12k_both - [INFO] - [E:111| 200]: Train Loss:0.00095474, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:28:55,077 - wikidata12k_both - [INFO] - [E:111| 300]: Train Loss:0.0009545, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:29:59,213 - wikidata12k_both - [INFO] - [E:111| 400]: Train Loss:0.00095527, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:31:03,450 - wikidata12k_both - [INFO] - [E:111| 500]: Train Loss:0.00095515, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:32:07,604 - wikidata12k_both - [INFO] - [E:111| 600]: Train Loss:0.00095501, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:33:11,787 - wikidata12k_both - [INFO] - [E:111| 700]: Train Loss:0.0009554, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:34:16,092 - wikidata12k_both - [INFO] - [E:111| 800]: Train Loss:0.00095583, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:35:20,191 - wikidata12k_both - [INFO] - [E:111| 900]: Train Loss:0.0009561, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:36:24,321 - wikidata12k_both - [INFO] - [E:111| 1000]: Train Loss:0.00095611, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:37:28,438 - wikidata12k_both - [INFO] - [E:111| 1100]: Train Loss:0.00095633, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:38:32,580 - wikidata12k_both - [INFO] - [E:111| 1200]: Train Loss:0.00095643, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:39:36,709 - wikidata12k_both - [INFO] - [E:111| 1300]: Train Loss:0.00095648, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:40:40,949 - wikidata12k_both - [INFO] - [E:111| 1400]: Train Loss:0.00095652, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:41:45,218 - wikidata12k_both - [INFO] - [E:111| 1500]: Train Loss:0.00095672, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:42:49,457 - wikidata12k_both - [INFO] - [E:111| 1600]: Train Loss:0.00095683, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:43:31,383 - wikidata12k_both - [INFO] - [Epoch:111]: Training Loss:0.0009567
2023-06-06 22:43:31,601 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 22:43:53,277 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 22:43:59,902 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 22:44:21,781 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 22:44:28,257 - wikidata12k_both - [INFO] - [Evaluating Epoch 111 valid]:
MRR: Tail : 0.51801, Head : 0.35291, Avg : 0.43546
2023-06-06 22:44:28,257 - wikidata12k_both - [INFO] - [Epoch 111]: Training Loss: 0.00095673, Valid MRR: 0.44691,
2023-06-06 22:44:28,912 - wikidata12k_both - [INFO] - [E:112| 0]: Train Loss:0.0009698, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:45:33,154 - wikidata12k_both - [INFO] - [E:112| 100]: Train Loss:0.00095422, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:46:37,297 - wikidata12k_both - [INFO] - [E:112| 200]: Train Loss:0.00095573, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:47:41,403 - wikidata12k_both - [INFO] - [E:112| 300]: Train Loss:0.00095616, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:48:45,565 - wikidata12k_both - [INFO] - [E:112| 400]: Train Loss:0.00095547, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:49:49,768 - wikidata12k_both - [INFO] - [E:112| 500]: Train Loss:0.00095515, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:50:54,003 - wikidata12k_both - [INFO] - [E:112| 600]: Train Loss:0.00095525, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:51:58,249 - wikidata12k_both - [INFO] - [E:112| 700]: Train Loss:0.00095571, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:53:02,477 - wikidata12k_both - [INFO] - [E:112| 800]: Train Loss:0.00095578, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:54:06,640 - wikidata12k_both - [INFO] - [E:112| 900]: Train Loss:0.00095611, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:55:10,772 - wikidata12k_both - [INFO] - [E:112| 1000]: Train Loss:0.00095607, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:56:15,001 - wikidata12k_both - [INFO] - [E:112| 1100]: Train Loss:0.00095576, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:57:19,192 - wikidata12k_both - [INFO] - [E:112| 1200]: Train Loss:0.00095553, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:58:23,286 - wikidata12k_both - [INFO] - [E:112| 1300]: Train Loss:0.0009555, Val MRR:0.44691, wikidata12k_both
2023-06-06 22:59:27,445 - wikidata12k_both - [INFO] - [E:112| 1400]: Train Loss:0.00095571, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:00:31,664 - wikidata12k_both - [INFO] - [E:112| 1500]: Train Loss:0.0009558, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:01:35,764 - wikidata12k_both - [INFO] - [E:112| 1600]: Train Loss:0.00095599, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:02:17,668 - wikidata12k_both - [INFO] - [Epoch:112]: Training Loss:0.000956
2023-06-06 23:02:17,887 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 23:02:39,551 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 23:02:46,173 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 23:03:08,095 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 23:03:14,577 - wikidata12k_both - [INFO] - [Evaluating Epoch 112 valid]:
MRR: Tail : 0.52172, Head : 0.34855, Avg : 0.43513
2023-06-06 23:03:14,577 - wikidata12k_both - [INFO] - [Epoch 112]: Training Loss: 0.00095601, Valid MRR: 0.44691,
2023-06-06 23:03:15,232 - wikidata12k_both - [INFO] - [E:113| 0]: Train Loss:0.00096221, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:04:19,321 - wikidata12k_both - [INFO] - [E:113| 100]: Train Loss:0.00095416, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:05:23,450 - wikidata12k_both - [INFO] - [E:113| 200]: Train Loss:0.0009554, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:06:27,563 - wikidata12k_both - [INFO] - [E:113| 300]: Train Loss:0.00095447, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:07:31,649 - wikidata12k_both - [INFO] - [E:113| 400]: Train Loss:0.00095498, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:08:35,761 - wikidata12k_both - [INFO] - [E:113| 500]: Train Loss:0.00095497, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:09:40,118 - wikidata12k_both - [INFO] - [E:113| 600]: Train Loss:0.00095547, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:10:44,365 - wikidata12k_both - [INFO] - [E:113| 700]: Train Loss:0.00095599, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:11:48,610 - wikidata12k_both - [INFO] - [E:113| 800]: Train Loss:0.00095585, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:12:52,821 - wikidata12k_both - [INFO] - [E:113| 900]: Train Loss:0.00095539, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:13:56,951 - wikidata12k_both - [INFO] - [E:113| 1000]: Train Loss:0.00095539, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:15:01,257 - wikidata12k_both - [INFO] - [E:113| 1100]: Train Loss:0.00095543, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:16:05,457 - wikidata12k_both - [INFO] - [E:113| 1200]: Train Loss:0.00095601, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:17:09,685 - wikidata12k_both - [INFO] - [E:113| 1300]: Train Loss:0.00095619, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:18:13,997 - wikidata12k_both - [INFO] - [E:113| 1400]: Train Loss:0.00095596, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:19:18,858 - wikidata12k_both - [INFO] - [E:113| 1500]: Train Loss:0.00095582, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:20:22,955 - wikidata12k_both - [INFO] - [E:113| 1600]: Train Loss:0.00095605, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:21:04,913 - wikidata12k_both - [INFO] - [Epoch:113]: Training Loss:0.0009561
2023-06-06 23:21:05,132 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 23:21:26,814 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 23:21:33,436 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 23:21:55,312 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 23:22:01,770 - wikidata12k_both - [INFO] - [Evaluating Epoch 113 valid]:
MRR: Tail : 0.51909, Head : 0.30757, Avg : 0.41333
2023-06-06 23:22:01,770 - wikidata12k_both - [INFO] - [Epoch 113]: Training Loss: 0.00095606, Valid MRR: 0.44691,
2023-06-06 23:22:02,427 - wikidata12k_both - [INFO] - [E:114| 0]: Train Loss:0.000943, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:23:06,569 - wikidata12k_both - [INFO] - [E:114| 100]: Train Loss:0.00095465, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:24:10,865 - wikidata12k_both - [INFO] - [E:114| 200]: Train Loss:0.00095716, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:25:15,088 - wikidata12k_both - [INFO] - [E:114| 300]: Train Loss:0.00095701, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:26:19,217 - wikidata12k_both - [INFO] - [E:114| 400]: Train Loss:0.00095616, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:27:23,369 - wikidata12k_both - [INFO] - [E:114| 500]: Train Loss:0.00095547, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:28:27,504 - wikidata12k_both - [INFO] - [E:114| 600]: Train Loss:0.00095571, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:29:31,683 - wikidata12k_both - [INFO] - [E:114| 700]: Train Loss:0.00095528, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:30:36,006 - wikidata12k_both - [INFO] - [E:114| 800]: Train Loss:0.00095543, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:31:40,250 - wikidata12k_both - [INFO] - [E:114| 900]: Train Loss:0.00095528, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:32:44,505 - wikidata12k_both - [INFO] - [E:114| 1000]: Train Loss:0.00095507, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:33:48,644 - wikidata12k_both - [INFO] - [E:114| 1100]: Train Loss:0.00095502, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:34:52,815 - wikidata12k_both - [INFO] - [E:114| 1200]: Train Loss:0.00095513, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:35:57,019 - wikidata12k_both - [INFO] - [E:114| 1300]: Train Loss:0.00095511, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:37:01,135 - wikidata12k_both - [INFO] - [E:114| 1400]: Train Loss:0.00095543, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:38:05,226 - wikidata12k_both - [INFO] - [E:114| 1500]: Train Loss:0.00095547, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:39:09,497 - wikidata12k_both - [INFO] - [E:114| 1600]: Train Loss:0.00095544, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:39:51,439 - wikidata12k_both - [INFO] - [Epoch:114]: Training Loss:0.0009555
2023-06-06 23:39:51,658 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 23:40:13,351 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 23:40:19,994 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 23:40:41,890 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 23:40:48,359 - wikidata12k_both - [INFO] - [Evaluating Epoch 114 valid]:
MRR: Tail : 0.51752, Head : 0.36608, Avg : 0.4418
2023-06-06 23:40:48,360 - wikidata12k_both - [INFO] - [Epoch 114]: Training Loss: 0.00095549, Valid MRR: 0.44691,
2023-06-06 23:40:49,016 - wikidata12k_both - [INFO] - [E:115| 0]: Train Loss:0.00091708, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:41:53,321 - wikidata12k_both - [INFO] - [E:115| 100]: Train Loss:0.00095352, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:42:57,483 - wikidata12k_both - [INFO] - [E:115| 200]: Train Loss:0.00095352, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:44:01,664 - wikidata12k_both - [INFO] - [E:115| 300]: Train Loss:0.00095301, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:45:05,802 - wikidata12k_both - [INFO] - [E:115| 400]: Train Loss:0.00095335, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:46:09,906 - wikidata12k_both - [INFO] - [E:115| 500]: Train Loss:0.00095393, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:47:14,029 - wikidata12k_both - [INFO] - [E:115| 600]: Train Loss:0.00095421, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:48:18,358 - wikidata12k_both - [INFO] - [E:115| 700]: Train Loss:0.00095435, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:49:22,571 - wikidata12k_both - [INFO] - [E:115| 800]: Train Loss:0.00095435, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:50:26,844 - wikidata12k_both - [INFO] - [E:115| 900]: Train Loss:0.00095404, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:51:30,932 - wikidata12k_both - [INFO] - [E:115| 1000]: Train Loss:0.00095394, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:52:35,095 - wikidata12k_both - [INFO] - [E:115| 1100]: Train Loss:0.0009542, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:53:39,331 - wikidata12k_both - [INFO] - [E:115| 1200]: Train Loss:0.00095396, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:54:43,566 - wikidata12k_both - [INFO] - [E:115| 1300]: Train Loss:0.00095416, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:55:47,808 - wikidata12k_both - [INFO] - [E:115| 1400]: Train Loss:0.00095435, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:56:52,111 - wikidata12k_both - [INFO] - [E:115| 1500]: Train Loss:0.00095474, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:57:56,217 - wikidata12k_both - [INFO] - [E:115| 1600]: Train Loss:0.00095513, Val MRR:0.44691, wikidata12k_both
2023-06-06 23:58:38,120 - wikidata12k_both - [INFO] - [Epoch:115]: Training Loss:0.0009552
2023-06-06 23:58:38,340 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-06 23:59:00,037 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-06 23:59:06,689 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-06 23:59:28,617 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-06 23:59:35,085 - wikidata12k_both - [INFO] - [Evaluating Epoch 115 valid]:
MRR: Tail : 0.51285, Head : 0.37555, Avg : 0.4442
2023-06-06 23:59:35,085 - wikidata12k_both - [INFO] - [Epoch 115]: Training Loss: 0.00095519, Valid MRR: 0.44691,
2023-06-06 23:59:35,741 - wikidata12k_both - [INFO] - [E:116| 0]: Train Loss:0.00096437, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:00:40,001 - wikidata12k_both - [INFO] - [E:116| 100]: Train Loss:0.00095765, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:01:44,215 - wikidata12k_both - [INFO] - [E:116| 200]: Train Loss:0.0009551, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:02:48,463 - wikidata12k_both - [INFO] - [E:116| 300]: Train Loss:0.00095382, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:03:52,614 - wikidata12k_both - [INFO] - [E:116| 400]: Train Loss:0.00095352, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:04:56,847 - wikidata12k_both - [INFO] - [E:116| 500]: Train Loss:0.00095319, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:06:00,962 - wikidata12k_both - [INFO] - [E:116| 600]: Train Loss:0.00095366, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:07:05,055 - wikidata12k_both - [INFO] - [E:116| 700]: Train Loss:0.0009538, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:08:09,378 - wikidata12k_both - [INFO] - [E:116| 800]: Train Loss:0.00095438, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:09:13,493 - wikidata12k_both - [INFO] - [E:116| 900]: Train Loss:0.0009546, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:10:17,650 - wikidata12k_both - [INFO] - [E:116| 1000]: Train Loss:0.00095483, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:11:21,793 - wikidata12k_both - [INFO] - [E:116| 1100]: Train Loss:0.00095484, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:12:25,900 - wikidata12k_both - [INFO] - [E:116| 1200]: Train Loss:0.00095471, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:13:30,024 - wikidata12k_both - [INFO] - [E:116| 1300]: Train Loss:0.00095493, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:14:34,242 - wikidata12k_both - [INFO] - [E:116| 1400]: Train Loss:0.00095512, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:15:38,473 - wikidata12k_both - [INFO] - [E:116| 1500]: Train Loss:0.00095499, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:16:42,774 - wikidata12k_both - [INFO] - [E:116| 1600]: Train Loss:0.000955, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:17:24,821 - wikidata12k_both - [INFO] - [Epoch:116]: Training Loss:0.0009549
2023-06-07 00:17:25,041 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 00:17:46,743 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 00:17:53,376 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 00:18:15,276 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 00:18:21,763 - wikidata12k_both - [INFO] - [Evaluating Epoch 116 valid]:
MRR: Tail : 0.51689, Head : 0.3337, Avg : 0.4253
2023-06-07 00:18:21,764 - wikidata12k_both - [INFO] - [Epoch 116]: Training Loss: 0.00095492, Valid MRR: 0.44691,
2023-06-07 00:18:22,422 - wikidata12k_both - [INFO] - [E:117| 0]: Train Loss:0.0009473, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:19:26,654 - wikidata12k_both - [INFO] - [E:117| 100]: Train Loss:0.0009538, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:20:30,990 - wikidata12k_both - [INFO] - [E:117| 200]: Train Loss:0.00095401, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:21:35,230 - wikidata12k_both - [INFO] - [E:117| 300]: Train Loss:0.00095295, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:22:39,463 - wikidata12k_both - [INFO] - [E:117| 400]: Train Loss:0.00095258, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:23:43,607 - wikidata12k_both - [INFO] - [E:117| 500]: Train Loss:0.0009528, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:24:47,741 - wikidata12k_both - [INFO] - [E:117| 600]: Train Loss:0.00095281, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:25:52,003 - wikidata12k_both - [INFO] - [E:117| 700]: Train Loss:0.0009532, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:26:56,208 - wikidata12k_both - [INFO] - [E:117| 800]: Train Loss:0.00095293, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:28:00,350 - wikidata12k_both - [INFO] - [E:117| 900]: Train Loss:0.00095329, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:29:04,537 - wikidata12k_both - [INFO] - [E:117| 1000]: Train Loss:0.00095334, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:30:08,667 - wikidata12k_both - [INFO] - [E:117| 1100]: Train Loss:0.00095366, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:31:12,802 - wikidata12k_both - [INFO] - [E:117| 1200]: Train Loss:0.00095387, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:32:17,070 - wikidata12k_both - [INFO] - [E:117| 1300]: Train Loss:0.00095363, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:33:21,286 - wikidata12k_both - [INFO] - [E:117| 1400]: Train Loss:0.00095365, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:34:25,617 - wikidata12k_both - [INFO] - [E:117| 1500]: Train Loss:0.00095386, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:35:29,829 - wikidata12k_both - [INFO] - [E:117| 1600]: Train Loss:0.00095401, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:36:11,801 - wikidata12k_both - [INFO] - [Epoch:117]: Training Loss:0.0009543
2023-06-07 00:36:12,021 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 00:36:33,722 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 00:36:40,352 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 00:37:02,238 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 00:37:08,711 - wikidata12k_both - [INFO] - [Evaluating Epoch 117 valid]:
MRR: Tail : 0.51556, Head : 0.36334, Avg : 0.43945
2023-06-07 00:37:08,711 - wikidata12k_both - [INFO] - [Epoch 117]: Training Loss: 0.00095432, Valid MRR: 0.44691,
2023-06-07 00:37:09,369 - wikidata12k_both - [INFO] - [E:118| 0]: Train Loss:0.00095106, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:38:13,573 - wikidata12k_both - [INFO] - [E:118| 100]: Train Loss:0.00095173, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:39:17,726 - wikidata12k_both - [INFO] - [E:118| 200]: Train Loss:0.00095608, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:40:21,942 - wikidata12k_both - [INFO] - [E:118| 300]: Train Loss:0.00095452, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:41:26,080 - wikidata12k_both - [INFO] - [E:118| 400]: Train Loss:0.00095286, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:42:30,220 - wikidata12k_both - [INFO] - [E:118| 500]: Train Loss:0.00095238, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:43:34,428 - wikidata12k_both - [INFO] - [E:118| 600]: Train Loss:0.00095274, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:44:38,573 - wikidata12k_both - [INFO] - [E:118| 700]: Train Loss:0.00095259, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:45:42,741 - wikidata12k_both - [INFO] - [E:118| 800]: Train Loss:0.0009525, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:46:46,920 - wikidata12k_both - [INFO] - [E:118| 900]: Train Loss:0.00095303, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:47:51,034 - wikidata12k_both - [INFO] - [E:118| 1000]: Train Loss:0.00095357, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:48:55,166 - wikidata12k_both - [INFO] - [E:118| 1100]: Train Loss:0.00095381, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:49:59,374 - wikidata12k_both - [INFO] - [E:118| 1200]: Train Loss:0.00095399, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:51:03,600 - wikidata12k_both - [INFO] - [E:118| 1300]: Train Loss:0.00095381, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:52:07,855 - wikidata12k_both - [INFO] - [E:118| 1400]: Train Loss:0.0009541, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:53:12,099 - wikidata12k_both - [INFO] - [E:118| 1500]: Train Loss:0.00095423, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:54:16,356 - wikidata12k_both - [INFO] - [E:118| 1600]: Train Loss:0.00095411, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:54:58,332 - wikidata12k_both - [INFO] - [Epoch:118]: Training Loss:0.000954
2023-06-07 00:54:58,552 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 00:55:20,277 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 00:55:26,905 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 00:55:48,777 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 00:55:55,237 - wikidata12k_both - [INFO] - [Evaluating Epoch 118 valid]:
MRR: Tail : 0.51326, Head : 0.33919, Avg : 0.42622
2023-06-07 00:55:55,237 - wikidata12k_both - [INFO] - [Epoch 118]: Training Loss: 0.00095401, Valid MRR: 0.44691,
2023-06-07 00:55:55,894 - wikidata12k_both - [INFO] - [E:119| 0]: Train Loss:0.00093828, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:57:00,031 - wikidata12k_both - [INFO] - [E:119| 100]: Train Loss:0.00094688, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:58:04,293 - wikidata12k_both - [INFO] - [E:119| 200]: Train Loss:0.00094929, Val MRR:0.44691, wikidata12k_both
2023-06-07 00:59:08,525 - wikidata12k_both - [INFO] - [E:119| 300]: Train Loss:0.0009502, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:00:12,747 - wikidata12k_both - [INFO] - [E:119| 400]: Train Loss:0.00095175, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:01:17,111 - wikidata12k_both - [INFO] - [E:119| 500]: Train Loss:0.0009516, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:02:21,321 - wikidata12k_both - [INFO] - [E:119| 600]: Train Loss:0.00095153, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:03:25,534 - wikidata12k_both - [INFO] - [E:119| 700]: Train Loss:0.00095186, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:04:29,753 - wikidata12k_both - [INFO] - [E:119| 800]: Train Loss:0.0009521, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:05:34,000 - wikidata12k_both - [INFO] - [E:119| 900]: Train Loss:0.00095324, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:06:38,181 - wikidata12k_both - [INFO] - [E:119| 1000]: Train Loss:0.00095353, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:07:42,308 - wikidata12k_both - [INFO] - [E:119| 1100]: Train Loss:0.00095407, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:08:46,473 - wikidata12k_both - [INFO] - [E:119| 1200]: Train Loss:0.00095381, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:09:50,680 - wikidata12k_both - [INFO] - [E:119| 1300]: Train Loss:0.00095374, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:10:54,772 - wikidata12k_both - [INFO] - [E:119| 1400]: Train Loss:0.00095391, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:11:58,965 - wikidata12k_both - [INFO] - [E:119| 1500]: Train Loss:0.00095387, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:13:03,205 - wikidata12k_both - [INFO] - [E:119| 1600]: Train Loss:0.00095412, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:13:45,174 - wikidata12k_both - [INFO] - [Epoch:119]: Training Loss:0.000954
2023-06-07 01:13:45,394 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 01:14:07,093 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 01:14:13,737 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 01:14:35,650 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 01:14:42,112 - wikidata12k_both - [INFO] - [Evaluating Epoch 119 valid]:
MRR: Tail : 0.51322, Head : 0.33402, Avg : 0.42362
MR: Tail : 750.68, Head : 693.53, Avg : 722.1
Hit-1: Tail : 0.42479, Head : 0.21243, Avg : 0.31861
Hit-3: Tail : 0.56324, Head : 0.40666, Avg : 0.48495
Hit-10: Tail : 0.6699, Head : 0.57138, Avg : 0.62064
2023-06-07 01:14:42,112 - wikidata12k_both - [INFO] - [Epoch 119]: Training Loss: 0.00095401, Valid MRR: 0.44691,
2023-06-07 01:14:42,770 - wikidata12k_both - [INFO] - [E:120| 0]: Train Loss:0.0010438, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:15:47,154 - wikidata12k_both - [INFO] - [E:120| 100]: Train Loss:0.00095484, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:16:51,273 - wikidata12k_both - [INFO] - [E:120| 200]: Train Loss:0.00095185, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:17:55,389 - wikidata12k_both - [INFO] - [E:120| 300]: Train Loss:0.00095244, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:18:59,591 - wikidata12k_both - [INFO] - [E:120| 400]: Train Loss:0.00095103, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:20:03,730 - wikidata12k_both - [INFO] - [E:120| 500]: Train Loss:0.00095093, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:21:07,884 - wikidata12k_both - [INFO] - [E:120| 600]: Train Loss:0.00095168, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:22:12,087 - wikidata12k_both - [INFO] - [E:120| 700]: Train Loss:0.00095177, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:23:16,202 - wikidata12k_both - [INFO] - [E:120| 800]: Train Loss:0.00095171, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:24:20,358 - wikidata12k_both - [INFO] - [E:120| 900]: Train Loss:0.0009521, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:25:24,592 - wikidata12k_both - [INFO] - [E:120| 1000]: Train Loss:0.00095199, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:26:28,866 - wikidata12k_both - [INFO] - [E:120| 1100]: Train Loss:0.00095211, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:27:33,249 - wikidata12k_both - [INFO] - [E:120| 1200]: Train Loss:0.00095243, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:28:37,490 - wikidata12k_both - [INFO] - [E:120| 1300]: Train Loss:0.00095264, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:29:41,749 - wikidata12k_both - [INFO] - [E:120| 1400]: Train Loss:0.00095295, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:30:46,043 - wikidata12k_both - [INFO] - [E:120| 1500]: Train Loss:0.00095271, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:31:50,245 - wikidata12k_both - [INFO] - [E:120| 1600]: Train Loss:0.00095278, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:32:32,237 - wikidata12k_both - [INFO] - [Epoch:120]: Training Loss:0.000953
2023-06-07 01:32:32,457 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 01:32:54,148 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 01:33:00,780 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 01:33:22,792 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 01:33:29,261 - wikidata12k_both - [INFO] - [Evaluating Epoch 120 valid]:
MRR: Tail : 0.51345, Head : 0.37249, Avg : 0.44297
2023-06-07 01:33:29,261 - wikidata12k_both - [INFO] - [Epoch 120]: Training Loss: 0.00095303, Valid MRR: 0.44691,
2023-06-07 01:33:29,916 - wikidata12k_both - [INFO] - [E:121| 0]: Train Loss:0.00096804, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:34:34,051 - wikidata12k_both - [INFO] - [E:121| 100]: Train Loss:0.00095693, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:35:38,266 - wikidata12k_both - [INFO] - [E:121| 200]: Train Loss:0.0009553, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:36:42,564 - wikidata12k_both - [INFO] - [E:121| 300]: Train Loss:0.00095387, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:37:46,686 - wikidata12k_both - [INFO] - [E:121| 400]: Train Loss:0.00095415, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:38:50,833 - wikidata12k_both - [INFO] - [E:121| 500]: Train Loss:0.00095338, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:39:55,060 - wikidata12k_both - [INFO] - [E:121| 600]: Train Loss:0.00095299, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:40:59,341 - wikidata12k_both - [INFO] - [E:121| 700]: Train Loss:0.00095279, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:42:03,519 - wikidata12k_both - [INFO] - [E:121| 800]: Train Loss:0.00095284, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:43:07,821 - wikidata12k_both - [INFO] - [E:121| 900]: Train Loss:0.00095314, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:44:12,100 - wikidata12k_both - [INFO] - [E:121| 1000]: Train Loss:0.00095316, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:45:16,418 - wikidata12k_both - [INFO] - [E:121| 1100]: Train Loss:0.00095308, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:46:20,579 - wikidata12k_both - [INFO] - [E:121| 1200]: Train Loss:0.00095333, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:47:24,719 - wikidata12k_both - [INFO] - [E:121| 1300]: Train Loss:0.00095334, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:48:28,984 - wikidata12k_both - [INFO] - [E:121| 1400]: Train Loss:0.00095336, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:49:33,138 - wikidata12k_both - [INFO] - [E:121| 1500]: Train Loss:0.00095335, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:50:37,311 - wikidata12k_both - [INFO] - [E:121| 1600]: Train Loss:0.00095326, Val MRR:0.44691, wikidata12k_both
2023-06-07 01:51:19,358 - wikidata12k_both - [INFO] - [Epoch:121]: Training Loss:0.0009533
2023-06-07 01:51:19,578 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 01:51:41,271 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 01:51:47,904 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 01:52:09,807 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 01:52:16,282 - wikidata12k_both - [INFO] - [Evaluating Epoch 121 valid]:
MRR: Tail : 0.5162, Head : 0.38203, Avg : 0.44912
2023-06-07 01:52:17,208 - wikidata12k_both - [INFO] - [Epoch 121]: Training Loss: 0.00095326, Valid MRR: 0.44912,
2023-06-07 01:52:17,868 - wikidata12k_both - [INFO] - [E:122| 0]: Train Loss:0.00092182, Val MRR:0.44912, wikidata12k_both
2023-06-07 01:53:22,015 - wikidata12k_both - [INFO] - [E:122| 100]: Train Loss:0.0009493, Val MRR:0.44912, wikidata12k_both
2023-06-07 01:54:26,161 - wikidata12k_both - [INFO] - [E:122| 200]: Train Loss:0.00095087, Val MRR:0.44912, wikidata12k_both
2023-06-07 01:55:30,341 - wikidata12k_both - [INFO] - [E:122| 300]: Train Loss:0.00095048, Val MRR:0.44912, wikidata12k_both
2023-06-07 01:56:34,515 - wikidata12k_both - [INFO] - [E:122| 400]: Train Loss:0.00095052, Val MRR:0.44912, wikidata12k_both
2023-06-07 01:57:38,766 - wikidata12k_both - [INFO] - [E:122| 500]: Train Loss:0.0009509, Val MRR:0.44912, wikidata12k_both
2023-06-07 01:58:42,856 - wikidata12k_both - [INFO] - [E:122| 600]: Train Loss:0.00095104, Val MRR:0.44912, wikidata12k_both
2023-06-07 01:59:47,024 - wikidata12k_both - [INFO] - [E:122| 700]: Train Loss:0.00095182, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:00:51,312 - wikidata12k_both - [INFO] - [E:122| 800]: Train Loss:0.00095163, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:01:55,597 - wikidata12k_both - [INFO] - [E:122| 900]: Train Loss:0.00095179, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:02:59,871 - wikidata12k_both - [INFO] - [E:122| 1000]: Train Loss:0.00095169, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:04:03,981 - wikidata12k_both - [INFO] - [E:122| 1100]: Train Loss:0.00095182, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:05:08,098 - wikidata12k_both - [INFO] - [E:122| 1200]: Train Loss:0.00095181, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:06:12,385 - wikidata12k_both - [INFO] - [E:122| 1300]: Train Loss:0.00095195, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:07:16,580 - wikidata12k_both - [INFO] - [E:122| 1400]: Train Loss:0.00095222, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:08:20,814 - wikidata12k_both - [INFO] - [E:122| 1500]: Train Loss:0.0009524, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:09:24,988 - wikidata12k_both - [INFO] - [E:122| 1600]: Train Loss:0.00095234, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:10:06,888 - wikidata12k_both - [INFO] - [Epoch:122]: Training Loss:0.0009524
2023-06-07 02:10:07,108 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 02:10:28,803 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 02:10:35,430 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 02:10:57,314 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 02:11:03,775 - wikidata12k_both - [INFO] - [Evaluating Epoch 122 valid]:
MRR: Tail : 0.5176, Head : 0.34966, Avg : 0.43363
2023-06-07 02:11:03,776 - wikidata12k_both - [INFO] - [Epoch 122]: Training Loss: 0.00095239, Valid MRR: 0.44912,
2023-06-07 02:11:04,432 - wikidata12k_both - [INFO] - [E:123| 0]: Train Loss:0.00092738, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:12:08,628 - wikidata12k_both - [INFO] - [E:123| 100]: Train Loss:0.00094876, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:13:12,760 - wikidata12k_both - [INFO] - [E:123| 200]: Train Loss:0.00094993, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:14:16,895 - wikidata12k_both - [INFO] - [E:123| 300]: Train Loss:0.0009512, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:15:21,254 - wikidata12k_both - [INFO] - [E:123| 400]: Train Loss:0.00095247, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:16:25,497 - wikidata12k_both - [INFO] - [E:123| 500]: Train Loss:0.00095302, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:17:29,797 - wikidata12k_both - [INFO] - [E:123| 600]: Train Loss:0.00095232, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:18:33,981 - wikidata12k_both - [INFO] - [E:123| 700]: Train Loss:0.00095235, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:19:38,237 - wikidata12k_both - [INFO] - [E:123| 800]: Train Loss:0.00095286, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:20:42,467 - wikidata12k_both - [INFO] - [E:123| 900]: Train Loss:0.00095228, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:21:46,622 - wikidata12k_both - [INFO] - [E:123| 1000]: Train Loss:0.0009519, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:22:50,810 - wikidata12k_both - [INFO] - [E:123| 1100]: Train Loss:0.00095236, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:23:55,067 - wikidata12k_both - [INFO] - [E:123| 1200]: Train Loss:0.00095242, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:24:59,294 - wikidata12k_both - [INFO] - [E:123| 1300]: Train Loss:0.00095233, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:26:03,588 - wikidata12k_both - [INFO] - [E:123| 1400]: Train Loss:0.00095257, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:27:07,882 - wikidata12k_both - [INFO] - [E:123| 1500]: Train Loss:0.00095259, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:28:12,183 - wikidata12k_both - [INFO] - [E:123| 1600]: Train Loss:0.00095294, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:28:54,148 - wikidata12k_both - [INFO] - [Epoch:123]: Training Loss:0.0009528
2023-06-07 02:28:54,368 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 02:29:16,163 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 02:29:22,799 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 02:29:44,699 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 02:29:51,170 - wikidata12k_both - [INFO] - [Evaluating Epoch 123 valid]:
MRR: Tail : 0.51983, Head : 0.36417, Avg : 0.442
2023-06-07 02:29:51,170 - wikidata12k_both - [INFO] - [Epoch 123]: Training Loss: 0.00095276, Valid MRR: 0.44912,
2023-06-07 02:29:51,827 - wikidata12k_both - [INFO] - [E:124| 0]: Train Loss:0.0009599, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:30:56,134 - wikidata12k_both - [INFO] - [E:124| 100]: Train Loss:0.00095331, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:32:00,486 - wikidata12k_both - [INFO] - [E:124| 200]: Train Loss:0.0009505, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:33:04,655 - wikidata12k_both - [INFO] - [E:124| 300]: Train Loss:0.00095087, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:34:08,819 - wikidata12k_both - [INFO] - [E:124| 400]: Train Loss:0.00095063, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:35:13,050 - wikidata12k_both - [INFO] - [E:124| 500]: Train Loss:0.00095071, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:36:17,192 - wikidata12k_both - [INFO] - [E:124| 600]: Train Loss:0.00095091, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:37:21,389 - wikidata12k_both - [INFO] - [E:124| 700]: Train Loss:0.00095102, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:38:25,712 - wikidata12k_both - [INFO] - [E:124| 800]: Train Loss:0.00095106, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:39:30,018 - wikidata12k_both - [INFO] - [E:124| 900]: Train Loss:0.00095122, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:40:34,352 - wikidata12k_both - [INFO] - [E:124| 1000]: Train Loss:0.00095131, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:41:38,608 - wikidata12k_both - [INFO] - [E:124| 1100]: Train Loss:0.00095127, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:42:42,797 - wikidata12k_both - [INFO] - [E:124| 1200]: Train Loss:0.00095136, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:43:47,083 - wikidata12k_both - [INFO] - [E:124| 1300]: Train Loss:0.00095141, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:44:51,418 - wikidata12k_both - [INFO] - [E:124| 1400]: Train Loss:0.00095148, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:45:55,744 - wikidata12k_both - [INFO] - [E:124| 1500]: Train Loss:0.00095141, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:47:00,220 - wikidata12k_both - [INFO] - [E:124| 1600]: Train Loss:0.00095149, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:47:42,252 - wikidata12k_both - [INFO] - [Epoch:124]: Training Loss:0.0009515
2023-06-07 02:47:42,472 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 02:48:04,202 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 02:48:10,853 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 02:48:32,802 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 02:48:39,280 - wikidata12k_both - [INFO] - [Evaluating Epoch 124 valid]:
MRR: Tail : 0.51681, Head : 0.36364, Avg : 0.44022
2023-06-07 02:48:39,280 - wikidata12k_both - [INFO] - [Epoch 124]: Training Loss: 0.00095152, Valid MRR: 0.44912,
2023-06-07 02:48:39,940 - wikidata12k_both - [INFO] - [E:125| 0]: Train Loss:0.00095004, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:49:44,292 - wikidata12k_both - [INFO] - [E:125| 100]: Train Loss:0.00095038, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:50:48,609 - wikidata12k_both - [INFO] - [E:125| 200]: Train Loss:0.00095107, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:51:52,937 - wikidata12k_both - [INFO] - [E:125| 300]: Train Loss:0.00095081, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:52:57,262 - wikidata12k_both - [INFO] - [E:125| 400]: Train Loss:0.00095017, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:54:01,492 - wikidata12k_both - [INFO] - [E:125| 500]: Train Loss:0.00095089, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:55:05,746 - wikidata12k_both - [INFO] - [E:125| 600]: Train Loss:0.00095049, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:56:10,136 - wikidata12k_both - [INFO] - [E:125| 700]: Train Loss:0.00095071, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:57:14,453 - wikidata12k_both - [INFO] - [E:125| 800]: Train Loss:0.000951, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:58:18,779 - wikidata12k_both - [INFO] - [E:125| 900]: Train Loss:0.00095073, Val MRR:0.44912, wikidata12k_both
2023-06-07 02:59:23,218 - wikidata12k_both - [INFO] - [E:125| 1000]: Train Loss:0.00095078, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:00:27,498 - wikidata12k_both - [INFO] - [E:125| 1100]: Train Loss:0.00095066, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:01:31,806 - wikidata12k_both - [INFO] - [E:125| 1200]: Train Loss:0.00095094, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:02:36,052 - wikidata12k_both - [INFO] - [E:125| 1300]: Train Loss:0.00095094, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:03:40,314 - wikidata12k_both - [INFO] - [E:125| 1400]: Train Loss:0.00095093, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:04:44,634 - wikidata12k_both - [INFO] - [E:125| 1500]: Train Loss:0.00095109, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:05:48,890 - wikidata12k_both - [INFO] - [E:125| 1600]: Train Loss:0.00095134, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:06:30,909 - wikidata12k_both - [INFO] - [Epoch:125]: Training Loss:0.0009513
2023-06-07 03:06:31,128 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 03:06:52,852 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 03:06:59,484 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 03:07:21,465 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 03:07:27,963 - wikidata12k_both - [INFO] - [Evaluating Epoch 125 valid]:
MRR: Tail : 0.51718, Head : 0.34738, Avg : 0.43228
2023-06-07 03:07:27,963 - wikidata12k_both - [INFO] - [Epoch 125]: Training Loss: 0.00095127, Valid MRR: 0.44912,
2023-06-07 03:07:28,620 - wikidata12k_both - [INFO] - [E:126| 0]: Train Loss:0.00096262, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:08:32,960 - wikidata12k_both - [INFO] - [E:126| 100]: Train Loss:0.0009535, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:09:37,316 - wikidata12k_both - [INFO] - [E:126| 200]: Train Loss:0.00095052, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:10:41,658 - wikidata12k_both - [INFO] - [E:126| 300]: Train Loss:0.00095061, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:11:45,895 - wikidata12k_both - [INFO] - [E:126| 400]: Train Loss:0.00094978, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:12:50,211 - wikidata12k_both - [INFO] - [E:126| 500]: Train Loss:0.00095, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:13:54,597 - wikidata12k_both - [INFO] - [E:126| 600]: Train Loss:0.00095051, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:14:58,869 - wikidata12k_both - [INFO] - [E:126| 700]: Train Loss:0.00095027, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:16:03,163 - wikidata12k_both - [INFO] - [E:126| 800]: Train Loss:0.00095106, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:17:07,583 - wikidata12k_both - [INFO] - [E:126| 900]: Train Loss:0.00095162, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:18:11,881 - wikidata12k_both - [INFO] - [E:126| 1000]: Train Loss:0.00095153, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:19:16,226 - wikidata12k_both - [INFO] - [E:126| 1100]: Train Loss:0.00095174, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:20:20,494 - wikidata12k_both - [INFO] - [E:126| 1200]: Train Loss:0.00095186, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:21:24,770 - wikidata12k_both - [INFO] - [E:126| 1300]: Train Loss:0.00095195, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:22:29,094 - wikidata12k_both - [INFO] - [E:126| 1400]: Train Loss:0.00095156, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:23:33,369 - wikidata12k_both - [INFO] - [E:126| 1500]: Train Loss:0.00095144, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:24:37,657 - wikidata12k_both - [INFO] - [E:126| 1600]: Train Loss:0.00095101, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:25:19,735 - wikidata12k_both - [INFO] - [Epoch:126]: Training Loss:0.0009512
2023-06-07 03:25:19,955 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 03:25:41,687 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 03:25:48,329 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 03:26:10,268 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 03:26:16,763 - wikidata12k_both - [INFO] - [Evaluating Epoch 126 valid]:
MRR: Tail : 0.52025, Head : 0.34901, Avg : 0.43463
2023-06-07 03:26:16,763 - wikidata12k_both - [INFO] - [Epoch 126]: Training Loss: 0.00095124, Valid MRR: 0.44912,
2023-06-07 03:26:17,422 - wikidata12k_both - [INFO] - [E:127| 0]: Train Loss:0.00094297, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:27:21,762 - wikidata12k_both - [INFO] - [E:127| 100]: Train Loss:0.00095263, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:28:26,109 - wikidata12k_both - [INFO] - [E:127| 200]: Train Loss:0.00094941, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:29:30,398 - wikidata12k_both - [INFO] - [E:127| 300]: Train Loss:0.00095047, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:30:35,156 - wikidata12k_both - [INFO] - [E:127| 400]: Train Loss:0.00095066, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:31:39,641 - wikidata12k_both - [INFO] - [E:127| 500]: Train Loss:0.00095151, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:32:44,007 - wikidata12k_both - [INFO] - [E:127| 600]: Train Loss:0.00095153, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:33:48,290 - wikidata12k_both - [INFO] - [E:127| 700]: Train Loss:0.0009517, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:34:52,608 - wikidata12k_both - [INFO] - [E:127| 800]: Train Loss:0.00095232, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:35:56,918 - wikidata12k_both - [INFO] - [E:127| 900]: Train Loss:0.00095212, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:37:01,369 - wikidata12k_both - [INFO] - [E:127| 1000]: Train Loss:0.00095204, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:38:05,693 - wikidata12k_both - [INFO] - [E:127| 1100]: Train Loss:0.00095168, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:39:10,051 - wikidata12k_both - [INFO] - [E:127| 1200]: Train Loss:0.00095144, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:40:14,437 - wikidata12k_both - [INFO] - [E:127| 1300]: Train Loss:0.00095121, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:41:18,811 - wikidata12k_both - [INFO] - [E:127| 1400]: Train Loss:0.00095107, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:42:23,194 - wikidata12k_both - [INFO] - [E:127| 1500]: Train Loss:0.00095117, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:43:27,573 - wikidata12k_both - [INFO] - [E:127| 1600]: Train Loss:0.00095112, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:44:09,566 - wikidata12k_both - [INFO] - [Epoch:127]: Training Loss:0.0009512
2023-06-07 03:44:09,786 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 03:44:31,530 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 03:44:38,171 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 03:45:00,096 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 03:45:06,573 - wikidata12k_both - [INFO] - [Evaluating Epoch 127 valid]:
MRR: Tail : 0.51538, Head : 0.33685, Avg : 0.42611
2023-06-07 03:45:06,574 - wikidata12k_both - [INFO] - [Epoch 127]: Training Loss: 0.0009512, Valid MRR: 0.44912,
2023-06-07 03:45:07,232 - wikidata12k_both - [INFO] - [E:128| 0]: Train Loss:0.00091513, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:46:11,610 - wikidata12k_both - [INFO] - [E:128| 100]: Train Loss:0.00095121, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:47:15,912 - wikidata12k_both - [INFO] - [E:128| 200]: Train Loss:0.00095077, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:48:20,233 - wikidata12k_both - [INFO] - [E:128| 300]: Train Loss:0.00094952, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:49:24,524 - wikidata12k_both - [INFO] - [E:128| 400]: Train Loss:0.00094929, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:50:28,822 - wikidata12k_both - [INFO] - [E:128| 500]: Train Loss:0.00094967, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:51:33,189 - wikidata12k_both - [INFO] - [E:128| 600]: Train Loss:0.00095009, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:52:37,519 - wikidata12k_both - [INFO] - [E:128| 700]: Train Loss:0.00095021, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:53:41,874 - wikidata12k_both - [INFO] - [E:128| 800]: Train Loss:0.00094987, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:54:46,201 - wikidata12k_both - [INFO] - [E:128| 900]: Train Loss:0.00095013, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:55:50,495 - wikidata12k_both - [INFO] - [E:128| 1000]: Train Loss:0.0009505, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:56:54,770 - wikidata12k_both - [INFO] - [E:128| 1100]: Train Loss:0.00095033, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:57:59,170 - wikidata12k_both - [INFO] - [E:128| 1200]: Train Loss:0.00095036, Val MRR:0.44912, wikidata12k_both
2023-06-07 03:59:03,514 - wikidata12k_both - [INFO] - [E:128| 1300]: Train Loss:0.00095045, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:00:07,863 - wikidata12k_both - [INFO] - [E:128| 1400]: Train Loss:0.0009508, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:01:12,294 - wikidata12k_both - [INFO] - [E:128| 1500]: Train Loss:0.00095107, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:02:16,696 - wikidata12k_both - [INFO] - [E:128| 1600]: Train Loss:0.00095115, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:02:58,778 - wikidata12k_both - [INFO] - [Epoch:128]: Training Loss:0.0009516
2023-06-07 04:02:58,998 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 04:03:20,831 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 04:03:27,494 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 04:03:49,437 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 04:03:55,973 - wikidata12k_both - [INFO] - [Evaluating Epoch 128 valid]:
MRR: Tail : 0.51757, Head : 0.37513, Avg : 0.44635
2023-06-07 04:03:55,973 - wikidata12k_both - [INFO] - [Epoch 128]: Training Loss: 0.00095157, Valid MRR: 0.44912,
2023-06-07 04:03:56,631 - wikidata12k_both - [INFO] - [E:129| 0]: Train Loss:0.00094249, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:05:00,978 - wikidata12k_both - [INFO] - [E:129| 100]: Train Loss:0.00095247, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:06:05,310 - wikidata12k_both - [INFO] - [E:129| 200]: Train Loss:0.00095124, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:07:09,706 - wikidata12k_both - [INFO] - [E:129| 300]: Train Loss:0.00095141, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:08:14,006 - wikidata12k_both - [INFO] - [E:129| 400]: Train Loss:0.00095036, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:09:18,337 - wikidata12k_both - [INFO] - [E:129| 500]: Train Loss:0.00095016, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:10:22,700 - wikidata12k_both - [INFO] - [E:129| 600]: Train Loss:0.00094991, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:11:27,030 - wikidata12k_both - [INFO] - [E:129| 700]: Train Loss:0.00094995, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:12:31,484 - wikidata12k_both - [INFO] - [E:129| 800]: Train Loss:0.00095048, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:13:35,870 - wikidata12k_both - [INFO] - [E:129| 900]: Train Loss:0.00095092, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:14:40,252 - wikidata12k_both - [INFO] - [E:129| 1000]: Train Loss:0.00095128, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:15:44,682 - wikidata12k_both - [INFO] - [E:129| 1100]: Train Loss:0.00095129, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:16:49,051 - wikidata12k_both - [INFO] - [E:129| 1200]: Train Loss:0.00095113, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:17:53,473 - wikidata12k_both - [INFO] - [E:129| 1300]: Train Loss:0.00095115, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:18:57,886 - wikidata12k_both - [INFO] - [E:129| 1400]: Train Loss:0.00095119, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:20:02,331 - wikidata12k_both - [INFO] - [E:129| 1500]: Train Loss:0.00095132, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:21:06,748 - wikidata12k_both - [INFO] - [E:129| 1600]: Train Loss:0.00095123, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:21:48,815 - wikidata12k_both - [INFO] - [Epoch:129]: Training Loss:0.0009515
2023-06-07 04:21:49,036 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 04:22:10,810 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 04:22:17,471 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 04:22:39,446 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 04:22:45,938 - wikidata12k_both - [INFO] - [Evaluating Epoch 129 valid]:
MRR: Tail : 0.52216, Head : 0.37346, Avg : 0.44781
MR: Tail : 752.4, Head : 713.57, Avg : 732.99
Hit-1: Tail : 0.43706, Head : 0.27821, Avg : 0.35763
Hit-3: Tail : 0.57245, Head : 0.41539, Avg : 0.49392
Hit-10: Tail : 0.6757, Head : 0.57509, Avg : 0.6254
2023-06-07 04:22:45,938 - wikidata12k_both - [INFO] - [Epoch 129]: Training Loss: 0.0009515, Valid MRR: 0.44912,
2023-06-07 04:22:46,595 - wikidata12k_both - [INFO] - [E:130| 0]: Train Loss:0.00092077, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:23:50,982 - wikidata12k_both - [INFO] - [E:130| 100]: Train Loss:0.00094553, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:24:55,466 - wikidata12k_both - [INFO] - [E:130| 200]: Train Loss:0.00094591, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:25:59,880 - wikidata12k_both - [INFO] - [E:130| 300]: Train Loss:0.0009476, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:27:04,353 - wikidata12k_both - [INFO] - [E:130| 400]: Train Loss:0.00094964, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:28:08,742 - wikidata12k_both - [INFO] - [E:130| 500]: Train Loss:0.00094934, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:29:13,163 - wikidata12k_both - [INFO] - [E:130| 600]: Train Loss:0.00095014, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:30:17,599 - wikidata12k_both - [INFO] - [E:130| 700]: Train Loss:0.00094989, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:31:21,995 - wikidata12k_both - [INFO] - [E:130| 800]: Train Loss:0.00095034, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:32:26,493 - wikidata12k_both - [INFO] - [E:130| 900]: Train Loss:0.00094992, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:33:30,955 - wikidata12k_both - [INFO] - [E:130| 1000]: Train Loss:0.00094965, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:34:35,320 - wikidata12k_both - [INFO] - [E:130| 1100]: Train Loss:0.00094964, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:35:39,692 - wikidata12k_both - [INFO] - [E:130| 1200]: Train Loss:0.00094959, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:36:44,119 - wikidata12k_both - [INFO] - [E:130| 1300]: Train Loss:0.00094955, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:37:48,523 - wikidata12k_both - [INFO] - [E:130| 1400]: Train Loss:0.00094977, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:38:52,925 - wikidata12k_both - [INFO] - [E:130| 1500]: Train Loss:0.00094985, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:39:57,364 - wikidata12k_both - [INFO] - [E:130| 1600]: Train Loss:0.00095002, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:40:39,440 - wikidata12k_both - [INFO] - [Epoch:130]: Training Loss:0.0009499
2023-06-07 04:40:39,661 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 04:41:01,419 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 04:41:08,068 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 04:41:30,028 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 04:41:36,508 - wikidata12k_both - [INFO] - [Evaluating Epoch 130 valid]:
MRR: Tail : 0.52142, Head : 0.36096, Avg : 0.44119
2023-06-07 04:41:36,508 - wikidata12k_both - [INFO] - [Epoch 130]: Training Loss: 0.00094987, Valid MRR: 0.44912,
2023-06-07 04:41:37,166 - wikidata12k_both - [INFO] - [E:131| 0]: Train Loss:0.00093603, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:42:41,650 - wikidata12k_both - [INFO] - [E:131| 100]: Train Loss:0.0009486, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:43:46,000 - wikidata12k_both - [INFO] - [E:131| 200]: Train Loss:0.00094992, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:44:50,485 - wikidata12k_both - [INFO] - [E:131| 300]: Train Loss:0.00094843, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:45:54,899 - wikidata12k_both - [INFO] - [E:131| 400]: Train Loss:0.00094895, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:46:59,357 - wikidata12k_both - [INFO] - [E:131| 500]: Train Loss:0.00094975, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:48:03,804 - wikidata12k_both - [INFO] - [E:131| 600]: Train Loss:0.00094998, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:49:08,228 - wikidata12k_both - [INFO] - [E:131| 700]: Train Loss:0.00094929, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:50:12,592 - wikidata12k_both - [INFO] - [E:131| 800]: Train Loss:0.00094933, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:51:17,039 - wikidata12k_both - [INFO] - [E:131| 900]: Train Loss:0.00094978, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:52:21,487 - wikidata12k_both - [INFO] - [E:131| 1000]: Train Loss:0.00095001, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:53:25,869 - wikidata12k_both - [INFO] - [E:131| 1100]: Train Loss:0.0009502, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:54:30,365 - wikidata12k_both - [INFO] - [E:131| 1200]: Train Loss:0.00095005, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:55:34,740 - wikidata12k_both - [INFO] - [E:131| 1300]: Train Loss:0.00094988, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:56:39,243 - wikidata12k_both - [INFO] - [E:131| 1400]: Train Loss:0.00095001, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:57:43,672 - wikidata12k_both - [INFO] - [E:131| 1500]: Train Loss:0.00095003, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:58:48,119 - wikidata12k_both - [INFO] - [E:131| 1600]: Train Loss:0.0009498, Val MRR:0.44912, wikidata12k_both
2023-06-07 04:59:30,180 - wikidata12k_both - [INFO] - [Epoch:131]: Training Loss:0.0009497
2023-06-07 04:59:30,402 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 04:59:52,205 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 04:59:58,850 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 05:00:20,817 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 05:00:27,297 - wikidata12k_both - [INFO] - [Evaluating Epoch 131 valid]:
MRR: Tail : 0.51894, Head : 0.36353, Avg : 0.44124
2023-06-07 05:00:27,297 - wikidata12k_both - [INFO] - [Epoch 131]: Training Loss: 0.00094973, Valid MRR: 0.44912,
2023-06-07 05:00:27,957 - wikidata12k_both - [INFO] - [E:132| 0]: Train Loss:0.00092706, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:01:32,332 - wikidata12k_both - [INFO] - [E:132| 100]: Train Loss:0.00094768, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:02:36,760 - wikidata12k_both - [INFO] - [E:132| 200]: Train Loss:0.00094832, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:03:41,202 - wikidata12k_both - [INFO] - [E:132| 300]: Train Loss:0.00094897, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:04:45,646 - wikidata12k_both - [INFO] - [E:132| 400]: Train Loss:0.00094996, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:05:50,082 - wikidata12k_both - [INFO] - [E:132| 500]: Train Loss:0.00094982, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:06:54,436 - wikidata12k_both - [INFO] - [E:132| 600]: Train Loss:0.00094933, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:07:58,804 - wikidata12k_both - [INFO] - [E:132| 700]: Train Loss:0.00094914, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:09:03,386 - wikidata12k_both - [INFO] - [E:132| 800]: Train Loss:0.00094922, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:10:07,792 - wikidata12k_both - [INFO] - [E:132| 900]: Train Loss:0.00094914, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:11:12,216 - wikidata12k_both - [INFO] - [E:132| 1000]: Train Loss:0.00094929, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:12:16,664 - wikidata12k_both - [INFO] - [E:132| 1100]: Train Loss:0.00094919, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:13:21,040 - wikidata12k_both - [INFO] - [E:132| 1200]: Train Loss:0.00094917, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:14:25,473 - wikidata12k_both - [INFO] - [E:132| 1300]: Train Loss:0.00094928, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:15:29,942 - wikidata12k_both - [INFO] - [E:132| 1400]: Train Loss:0.00094926, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:16:34,383 - wikidata12k_both - [INFO] - [E:132| 1500]: Train Loss:0.00094939, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:17:38,910 - wikidata12k_both - [INFO] - [E:132| 1600]: Train Loss:0.00094931, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:18:21,015 - wikidata12k_both - [INFO] - [Epoch:132]: Training Loss:0.0009494
2023-06-07 05:18:21,236 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 05:18:43,025 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 05:18:49,691 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 05:19:11,687 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 05:19:18,204 - wikidata12k_both - [INFO] - [Evaluating Epoch 132 valid]:
MRR: Tail : 0.52177, Head : 0.33147, Avg : 0.42662
2023-06-07 05:19:18,204 - wikidata12k_both - [INFO] - [Epoch 132]: Training Loss: 0.00094935, Valid MRR: 0.44912,
2023-06-07 05:19:18,862 - wikidata12k_both - [INFO] - [E:133| 0]: Train Loss:0.00094369, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:20:23,374 - wikidata12k_both - [INFO] - [E:133| 100]: Train Loss:0.00094823, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:21:27,785 - wikidata12k_both - [INFO] - [E:133| 200]: Train Loss:0.00094696, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:22:32,228 - wikidata12k_both - [INFO] - [E:133| 300]: Train Loss:0.00094673, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:23:36,716 - wikidata12k_both - [INFO] - [E:133| 400]: Train Loss:0.00094663, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:24:41,086 - wikidata12k_both - [INFO] - [E:133| 500]: Train Loss:0.00094668, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:25:45,529 - wikidata12k_both - [INFO] - [E:133| 600]: Train Loss:0.00094679, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:26:49,972 - wikidata12k_both - [INFO] - [E:133| 700]: Train Loss:0.00094787, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:27:54,379 - wikidata12k_both - [INFO] - [E:133| 800]: Train Loss:0.00094824, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:28:58,775 - wikidata12k_both - [INFO] - [E:133| 900]: Train Loss:0.00094822, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:30:03,251 - wikidata12k_both - [INFO] - [E:133| 1000]: Train Loss:0.00094816, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:31:07,645 - wikidata12k_both - [INFO] - [E:133| 1100]: Train Loss:0.00094847, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:32:12,076 - wikidata12k_both - [INFO] - [E:133| 1200]: Train Loss:0.00094873, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:33:16,506 - wikidata12k_both - [INFO] - [E:133| 1300]: Train Loss:0.00094872, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:34:20,935 - wikidata12k_both - [INFO] - [E:133| 1400]: Train Loss:0.00094904, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:35:25,389 - wikidata12k_both - [INFO] - [E:133| 1500]: Train Loss:0.00094929, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:36:29,803 - wikidata12k_both - [INFO] - [E:133| 1600]: Train Loss:0.00094931, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:37:11,896 - wikidata12k_both - [INFO] - [Epoch:133]: Training Loss:0.0009494
2023-06-07 05:37:12,117 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 05:37:33,911 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 05:37:40,564 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 05:38:02,571 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 05:38:09,104 - wikidata12k_both - [INFO] - [Evaluating Epoch 133 valid]:
MRR: Tail : 0.51883, Head : 0.33359, Avg : 0.42621
2023-06-07 05:38:09,104 - wikidata12k_both - [INFO] - [Epoch 133]: Training Loss: 0.00094936, Valid MRR: 0.44912,
2023-06-07 05:38:09,766 - wikidata12k_both - [INFO] - [E:134| 0]: Train Loss:0.00093552, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:39:14,194 - wikidata12k_both - [INFO] - [E:134| 100]: Train Loss:0.00095024, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:40:18,644 - wikidata12k_both - [INFO] - [E:134| 200]: Train Loss:0.00094927, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:41:23,081 - wikidata12k_both - [INFO] - [E:134| 300]: Train Loss:0.00094881, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:42:27,433 - wikidata12k_both - [INFO] - [E:134| 400]: Train Loss:0.00094862, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:43:31,858 - wikidata12k_both - [INFO] - [E:134| 500]: Train Loss:0.00094843, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:45:03,133 - wikidata12k_both - [INFO] - [E:134| 600]: Train Loss:0.00094832, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:47:17,576 - wikidata12k_both - [INFO] - [E:134| 700]: Train Loss:0.00094836, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:49:27,307 - wikidata12k_both - [INFO] - [E:134| 800]: Train Loss:0.00094879, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:51:37,481 - wikidata12k_both - [INFO] - [E:134| 900]: Train Loss:0.00094913, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:53:50,913 - wikidata12k_both - [INFO] - [E:134| 1000]: Train Loss:0.00094917, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:56:01,004 - wikidata12k_both - [INFO] - [E:134| 1100]: Train Loss:0.00094928, Val MRR:0.44912, wikidata12k_both
2023-06-07 05:58:10,765 - wikidata12k_both - [INFO] - [E:134| 1200]: Train Loss:0.00094943, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:00:24,362 - wikidata12k_both - [INFO] - [E:134| 1300]: Train Loss:0.00094951, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:01:50,409 - wikidata12k_both - [INFO] - [E:134| 1400]: Train Loss:0.0009493, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:02:54,895 - wikidata12k_both - [INFO] - [E:134| 1500]: Train Loss:0.00094918, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:03:59,312 - wikidata12k_both - [INFO] - [E:134| 1600]: Train Loss:0.00094958, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:04:41,369 - wikidata12k_both - [INFO] - [Epoch:134]: Training Loss:0.0009493
2023-06-07 06:04:41,590 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 06:05:03,381 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 06:05:10,040 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 06:05:32,048 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 06:05:38,570 - wikidata12k_both - [INFO] - [Evaluating Epoch 134 valid]:
MRR: Tail : 0.51641, Head : 0.35712, Avg : 0.43677
2023-06-07 06:05:38,570 - wikidata12k_both - [INFO] - [Epoch 134]: Training Loss: 0.00094934, Valid MRR: 0.44912,
2023-06-07 06:05:39,227 - wikidata12k_both - [INFO] - [E:135| 0]: Train Loss:0.00093801, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:06:43,607 - wikidata12k_both - [INFO] - [E:135| 100]: Train Loss:0.00094731, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:07:48,034 - wikidata12k_both - [INFO] - [E:135| 200]: Train Loss:0.00094689, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:08:52,567 - wikidata12k_both - [INFO] - [E:135| 300]: Train Loss:0.00094728, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:09:56,929 - wikidata12k_both - [INFO] - [E:135| 400]: Train Loss:0.00094772, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:11:01,353 - wikidata12k_both - [INFO] - [E:135| 500]: Train Loss:0.00094727, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:12:05,771 - wikidata12k_both - [INFO] - [E:135| 600]: Train Loss:0.00094788, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:13:10,169 - wikidata12k_both - [INFO] - [E:135| 700]: Train Loss:0.00094793, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:14:22,981 - wikidata12k_both - [INFO] - [E:135| 800]: Train Loss:0.00094821, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:15:41,577 - wikidata12k_both - [INFO] - [E:135| 900]: Train Loss:0.00094819, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:16:51,792 - wikidata12k_both - [INFO] - [E:135| 1000]: Train Loss:0.00094809, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:17:57,992 - wikidata12k_both - [INFO] - [E:135| 1100]: Train Loss:0.00094782, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:19:16,830 - wikidata12k_both - [INFO] - [E:135| 1200]: Train Loss:0.00094832, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:20:33,378 - wikidata12k_both - [INFO] - [E:135| 1300]: Train Loss:0.00094829, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:21:37,770 - wikidata12k_both - [INFO] - [E:135| 1400]: Train Loss:0.00094819, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:22:42,142 - wikidata12k_both - [INFO] - [E:135| 1500]: Train Loss:0.00094831, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:23:46,553 - wikidata12k_both - [INFO] - [E:135| 1600]: Train Loss:0.00094849, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:24:28,619 - wikidata12k_both - [INFO] - [Epoch:135]: Training Loss:0.0009486
2023-06-07 06:24:28,839 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 06:24:50,602 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 06:24:57,251 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 06:25:19,227 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 06:25:25,715 - wikidata12k_both - [INFO] - [Evaluating Epoch 135 valid]:
MRR: Tail : 0.52277, Head : 0.35533, Avg : 0.43905
2023-06-07 06:25:25,715 - wikidata12k_both - [INFO] - [Epoch 135]: Training Loss: 0.0009486, Valid MRR: 0.44912,
2023-06-07 06:25:26,373 - wikidata12k_both - [INFO] - [E:136| 0]: Train Loss:0.00094788, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:26:30,855 - wikidata12k_both - [INFO] - [E:136| 100]: Train Loss:0.0009516, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:27:35,250 - wikidata12k_both - [INFO] - [E:136| 200]: Train Loss:0.00094877, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:28:39,712 - wikidata12k_both - [INFO] - [E:136| 300]: Train Loss:0.00094888, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:29:44,124 - wikidata12k_both - [INFO] - [E:136| 400]: Train Loss:0.00094877, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:30:48,496 - wikidata12k_both - [INFO] - [E:136| 500]: Train Loss:0.00094813, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:31:52,831 - wikidata12k_both - [INFO] - [E:136| 600]: Train Loss:0.00094815, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:32:57,299 - wikidata12k_both - [INFO] - [E:136| 700]: Train Loss:0.00094772, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:34:01,716 - wikidata12k_both - [INFO] - [E:136| 800]: Train Loss:0.0009478, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:35:06,100 - wikidata12k_both - [INFO] - [E:136| 900]: Train Loss:0.00094789, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:36:10,505 - wikidata12k_both - [INFO] - [E:136| 1000]: Train Loss:0.00094818, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:37:14,886 - wikidata12k_both - [INFO] - [E:136| 1100]: Train Loss:0.000948, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:38:19,294 - wikidata12k_both - [INFO] - [E:136| 1200]: Train Loss:0.00094816, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:39:23,690 - wikidata12k_both - [INFO] - [E:136| 1300]: Train Loss:0.00094826, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:40:28,109 - wikidata12k_both - [INFO] - [E:136| 1400]: Train Loss:0.00094845, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:41:32,616 - wikidata12k_both - [INFO] - [E:136| 1500]: Train Loss:0.0009487, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:42:37,066 - wikidata12k_both - [INFO] - [E:136| 1600]: Train Loss:0.00094863, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:43:19,204 - wikidata12k_both - [INFO] - [Epoch:136]: Training Loss:0.0009486
2023-06-07 06:43:19,425 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 06:43:41,239 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 06:43:47,902 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 06:44:09,966 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 06:44:16,499 - wikidata12k_both - [INFO] - [Evaluating Epoch 136 valid]:
MRR: Tail : 0.52214, Head : 0.3609, Avg : 0.44152
2023-06-07 06:44:16,500 - wikidata12k_both - [INFO] - [Epoch 136]: Training Loss: 0.00094856, Valid MRR: 0.44912,
2023-06-07 06:44:17,171 - wikidata12k_both - [INFO] - [E:137| 0]: Train Loss:0.00093565, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:45:21,713 - wikidata12k_both - [INFO] - [E:137| 100]: Train Loss:0.00094457, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:46:26,138 - wikidata12k_both - [INFO] - [E:137| 200]: Train Loss:0.00094553, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:47:30,573 - wikidata12k_both - [INFO] - [E:137| 300]: Train Loss:0.00094549, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:48:38,861 - wikidata12k_both - [INFO] - [E:137| 400]: Train Loss:0.00094643, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:50:52,378 - wikidata12k_both - [INFO] - [E:137| 500]: Train Loss:0.00094542, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:53:02,295 - wikidata12k_both - [INFO] - [E:137| 600]: Train Loss:0.00094578, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:55:15,829 - wikidata12k_both - [INFO] - [E:137| 700]: Train Loss:0.00094593, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:57:25,877 - wikidata12k_both - [INFO] - [E:137| 800]: Train Loss:0.00094684, Val MRR:0.44912, wikidata12k_both
2023-06-07 06:59:36,096 - wikidata12k_both - [INFO] - [E:137| 900]: Train Loss:0.00094728, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:01:49,783 - wikidata12k_both - [INFO] - [E:137| 1000]: Train Loss:0.0009471, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:03:59,946 - wikidata12k_both - [INFO] - [E:137| 1100]: Train Loss:0.00094701, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:06:12,782 - wikidata12k_both - [INFO] - [E:137| 1200]: Train Loss:0.00094726, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:08:26,889 - wikidata12k_both - [INFO] - [E:137| 1300]: Train Loss:0.00094747, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:10:39,641 - wikidata12k_both - [INFO] - [E:137| 1400]: Train Loss:0.0009476, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:12:52,727 - wikidata12k_both - [INFO] - [E:137| 1500]: Train Loss:0.00094773, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:15:06,439 - wikidata12k_both - [INFO] - [E:137| 1600]: Train Loss:0.000948, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:16:33,071 - wikidata12k_both - [INFO] - [Epoch:137]: Training Loss:0.0009479
2023-06-07 07:16:33,561 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 07:17:20,916 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 07:17:35,389 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 07:18:23,169 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 07:18:37,291 - wikidata12k_both - [INFO] - [Evaluating Epoch 137 valid]:
MRR: Tail : 0.52336, Head : 0.34002, Avg : 0.43169
2023-06-07 07:18:37,291 - wikidata12k_both - [INFO] - [Epoch 137]: Training Loss: 0.00094794, Valid MRR: 0.44912,
2023-06-07 07:18:38,641 - wikidata12k_both - [INFO] - [E:138| 0]: Train Loss:0.0009357, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:20:51,478 - wikidata12k_both - [INFO] - [E:138| 100]: Train Loss:0.00094845, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:22:36,995 - wikidata12k_both - [INFO] - [E:138| 200]: Train Loss:0.00094771, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:23:41,468 - wikidata12k_both - [INFO] - [E:138| 300]: Train Loss:0.00094647, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:24:45,987 - wikidata12k_both - [INFO] - [E:138| 400]: Train Loss:0.00094641, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:25:50,479 - wikidata12k_both - [INFO] - [E:138| 500]: Train Loss:0.00094655, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:26:55,001 - wikidata12k_both - [INFO] - [E:138| 600]: Train Loss:0.00094722, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:27:59,436 - wikidata12k_both - [INFO] - [E:138| 700]: Train Loss:0.00094687, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:29:03,887 - wikidata12k_both - [INFO] - [E:138| 800]: Train Loss:0.00094695, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:30:08,396 - wikidata12k_both - [INFO] - [E:138| 900]: Train Loss:0.00094709, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:31:12,917 - wikidata12k_both - [INFO] - [E:138| 1000]: Train Loss:0.00094791, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:32:17,481 - wikidata12k_both - [INFO] - [E:138| 1100]: Train Loss:0.00094787, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:33:22,739 - wikidata12k_both - [INFO] - [E:138| 1200]: Train Loss:0.00094807, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:34:27,354 - wikidata12k_both - [INFO] - [E:138| 1300]: Train Loss:0.00094831, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:35:32,524 - wikidata12k_both - [INFO] - [E:138| 1400]: Train Loss:0.00094836, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:36:37,039 - wikidata12k_both - [INFO] - [E:138| 1500]: Train Loss:0.00094809, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:37:41,487 - wikidata12k_both - [INFO] - [E:138| 1600]: Train Loss:0.000948, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:38:23,640 - wikidata12k_both - [INFO] - [Epoch:138]: Training Loss:0.000948
2023-06-07 07:38:23,860 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 07:38:45,669 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 07:38:52,340 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 07:39:14,331 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 07:39:20,837 - wikidata12k_both - [INFO] - [Evaluating Epoch 138 valid]:
MRR: Tail : 0.52074, Head : 0.37332, Avg : 0.44703
2023-06-07 07:39:20,837 - wikidata12k_both - [INFO] - [Epoch 138]: Training Loss: 0.00094797, Valid MRR: 0.44912,
2023-06-07 07:39:21,497 - wikidata12k_both - [INFO] - [E:139| 0]: Train Loss:0.00093663, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:40:26,003 - wikidata12k_both - [INFO] - [E:139| 100]: Train Loss:0.00094824, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:41:30,434 - wikidata12k_both - [INFO] - [E:139| 200]: Train Loss:0.00094809, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:42:34,855 - wikidata12k_both - [INFO] - [E:139| 300]: Train Loss:0.00094704, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:43:39,496 - wikidata12k_both - [INFO] - [E:139| 400]: Train Loss:0.00094659, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:44:44,852 - wikidata12k_both - [INFO] - [E:139| 500]: Train Loss:0.00094586, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:45:49,330 - wikidata12k_both - [INFO] - [E:139| 600]: Train Loss:0.00094629, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:46:53,674 - wikidata12k_both - [INFO] - [E:139| 700]: Train Loss:0.00094619, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:47:58,107 - wikidata12k_both - [INFO] - [E:139| 800]: Train Loss:0.0009459, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:49:02,527 - wikidata12k_both - [INFO] - [E:139| 900]: Train Loss:0.0009461, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:50:06,951 - wikidata12k_both - [INFO] - [E:139| 1000]: Train Loss:0.00094589, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:51:11,373 - wikidata12k_both - [INFO] - [E:139| 1100]: Train Loss:0.00094633, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:52:15,873 - wikidata12k_both - [INFO] - [E:139| 1200]: Train Loss:0.00094687, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:53:20,346 - wikidata12k_both - [INFO] - [E:139| 1300]: Train Loss:0.00094708, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:54:24,904 - wikidata12k_both - [INFO] - [E:139| 1400]: Train Loss:0.00094736, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:55:29,343 - wikidata12k_both - [INFO] - [E:139| 1500]: Train Loss:0.00094734, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:56:33,753 - wikidata12k_both - [INFO] - [E:139| 1600]: Train Loss:0.00094744, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:57:15,848 - wikidata12k_both - [INFO] - [Epoch:139]: Training Loss:0.0009476
2023-06-07 07:57:16,069 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 07:57:37,884 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 07:57:44,548 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 07:58:06,536 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 07:58:13,026 - wikidata12k_both - [INFO] - [Evaluating Epoch 139 valid]:
MRR: Tail : 0.51979, Head : 0.34128, Avg : 0.43053
MR: Tail : 773.66, Head : 746.66, Avg : 760.16
Hit-1: Tail : 0.43467, Head : 0.22637, Avg : 0.33052
Hit-3: Tail : 0.56934, Head : 0.40241, Avg : 0.48587
Hit-10: Tail : 0.67505, Head : 0.56916, Avg : 0.6221
2023-06-07 07:58:13,026 - wikidata12k_both - [INFO] - [Epoch 139]: Training Loss: 0.00094762, Valid MRR: 0.44912,
2023-06-07 07:58:13,686 - wikidata12k_both - [INFO] - [E:140| 0]: Train Loss:0.00094141, Val MRR:0.44912, wikidata12k_both
2023-06-07 07:59:18,074 - wikidata12k_both - [INFO] - [E:140| 100]: Train Loss:0.000945, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:00:22,525 - wikidata12k_both - [INFO] - [E:140| 200]: Train Loss:0.00094371, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:01:26,908 - wikidata12k_both - [INFO] - [E:140| 300]: Train Loss:0.00094517, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:02:31,331 - wikidata12k_both - [INFO] - [E:140| 400]: Train Loss:0.00094566, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:03:35,805 - wikidata12k_both - [INFO] - [E:140| 500]: Train Loss:0.00094692, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:04:40,248 - wikidata12k_both - [INFO] - [E:140| 600]: Train Loss:0.00094673, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:05:44,659 - wikidata12k_both - [INFO] - [E:140| 700]: Train Loss:0.00094677, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:06:49,083 - wikidata12k_both - [INFO] - [E:140| 800]: Train Loss:0.00094728, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:07:53,518 - wikidata12k_both - [INFO] - [E:140| 900]: Train Loss:0.00094755, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:08:57,985 - wikidata12k_both - [INFO] - [E:140| 1000]: Train Loss:0.00094727, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:10:02,416 - wikidata12k_both - [INFO] - [E:140| 1100]: Train Loss:0.00094688, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:11:06,853 - wikidata12k_both - [INFO] - [E:140| 1200]: Train Loss:0.00094724, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:12:11,302 - wikidata12k_both - [INFO] - [E:140| 1300]: Train Loss:0.00094735, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:13:15,703 - wikidata12k_both - [INFO] - [E:140| 1400]: Train Loss:0.00094762, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:14:20,085 - wikidata12k_both - [INFO] - [E:140| 1500]: Train Loss:0.00094752, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:15:24,554 - wikidata12k_both - [INFO] - [E:140| 1600]: Train Loss:0.00094768, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:16:06,647 - wikidata12k_both - [INFO] - [Epoch:140]: Training Loss:0.0009477
2023-06-07 08:16:06,868 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 08:16:28,666 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 08:16:35,326 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 08:16:57,317 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 08:17:03,810 - wikidata12k_both - [INFO] - [Evaluating Epoch 140 valid]:
MRR: Tail : 0.51777, Head : 0.35086, Avg : 0.43431
2023-06-07 08:17:03,810 - wikidata12k_both - [INFO] - [Epoch 140]: Training Loss: 0.00094769, Valid MRR: 0.44912,
2023-06-07 08:17:04,467 - wikidata12k_both - [INFO] - [E:141| 0]: Train Loss:0.0009348, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:18:09,009 - wikidata12k_both - [INFO] - [E:141| 100]: Train Loss:0.00094681, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:19:13,411 - wikidata12k_both - [INFO] - [E:141| 200]: Train Loss:0.00094799, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:20:17,782 - wikidata12k_both - [INFO] - [E:141| 300]: Train Loss:0.0009474, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:21:22,225 - wikidata12k_both - [INFO] - [E:141| 400]: Train Loss:0.00094634, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:22:26,549 - wikidata12k_both - [INFO] - [E:141| 500]: Train Loss:0.00094788, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:23:30,951 - wikidata12k_both - [INFO] - [E:141| 600]: Train Loss:0.00094704, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:24:35,451 - wikidata12k_both - [INFO] - [E:141| 700]: Train Loss:0.00094703, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:25:39,863 - wikidata12k_both - [INFO] - [E:141| 800]: Train Loss:0.00094688, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:26:44,284 - wikidata12k_both - [INFO] - [E:141| 900]: Train Loss:0.00094716, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:27:48,802 - wikidata12k_both - [INFO] - [E:141| 1000]: Train Loss:0.00094731, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:28:53,247 - wikidata12k_both - [INFO] - [E:141| 1100]: Train Loss:0.00094727, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:29:57,680 - wikidata12k_both - [INFO] - [E:141| 1200]: Train Loss:0.00094731, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:31:02,111 - wikidata12k_both - [INFO] - [E:141| 1300]: Train Loss:0.00094736, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:32:06,514 - wikidata12k_both - [INFO] - [E:141| 1400]: Train Loss:0.00094761, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:33:10,974 - wikidata12k_both - [INFO] - [E:141| 1500]: Train Loss:0.00094752, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:34:15,361 - wikidata12k_both - [INFO] - [E:141| 1600]: Train Loss:0.00094743, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:34:57,440 - wikidata12k_both - [INFO] - [Epoch:141]: Training Loss:0.0009474
2023-06-07 08:34:57,661 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 08:35:19,437 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 08:35:26,097 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 08:35:48,119 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 08:35:54,632 - wikidata12k_both - [INFO] - [Evaluating Epoch 141 valid]:
MRR: Tail : 0.51971, Head : 0.34601, Avg : 0.43286
2023-06-07 08:35:54,633 - wikidata12k_both - [INFO] - [Epoch 141]: Training Loss: 0.00094739, Valid MRR: 0.44912,
2023-06-07 08:35:55,292 - wikidata12k_both - [INFO] - [E:142| 0]: Train Loss:0.00093909, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:36:59,685 - wikidata12k_both - [INFO] - [E:142| 100]: Train Loss:0.00094788, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:38:04,144 - wikidata12k_both - [INFO] - [E:142| 200]: Train Loss:0.00094801, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:39:08,742 - wikidata12k_both - [INFO] - [E:142| 300]: Train Loss:0.00094709, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:40:13,138 - wikidata12k_both - [INFO] - [E:142| 400]: Train Loss:0.0009467, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:41:17,515 - wikidata12k_both - [INFO] - [E:142| 500]: Train Loss:0.000946, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:42:22,039 - wikidata12k_both - [INFO] - [E:142| 600]: Train Loss:0.00094603, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:43:26,485 - wikidata12k_both - [INFO] - [E:142| 700]: Train Loss:0.00094626, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:44:30,887 - wikidata12k_both - [INFO] - [E:142| 800]: Train Loss:0.0009464, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:45:35,404 - wikidata12k_both - [INFO] - [E:142| 900]: Train Loss:0.00094661, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:46:39,769 - wikidata12k_both - [INFO] - [E:142| 1000]: Train Loss:0.00094668, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:47:44,201 - wikidata12k_both - [INFO] - [E:142| 1100]: Train Loss:0.00094663, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:48:48,652 - wikidata12k_both - [INFO] - [E:142| 1200]: Train Loss:0.0009467, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:49:53,220 - wikidata12k_both - [INFO] - [E:142| 1300]: Train Loss:0.00094661, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:50:57,720 - wikidata12k_both - [INFO] - [E:142| 1400]: Train Loss:0.00094664, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:52:02,110 - wikidata12k_both - [INFO] - [E:142| 1500]: Train Loss:0.0009467, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:53:06,568 - wikidata12k_both - [INFO] - [E:142| 1600]: Train Loss:0.00094675, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:53:48,633 - wikidata12k_both - [INFO] - [Epoch:142]: Training Loss:0.0009467
2023-06-07 08:53:48,854 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 08:54:10,619 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 08:54:17,266 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 08:54:39,296 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 08:54:45,788 - wikidata12k_both - [INFO] - [Evaluating Epoch 142 valid]:
MRR: Tail : 0.52177, Head : 0.36096, Avg : 0.44136
2023-06-07 08:54:45,789 - wikidata12k_both - [INFO] - [Epoch 142]: Training Loss: 0.00094671, Valid MRR: 0.44912,
2023-06-07 08:54:46,445 - wikidata12k_both - [INFO] - [E:143| 0]: Train Loss:0.00096894, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:55:50,829 - wikidata12k_both - [INFO] - [E:143| 100]: Train Loss:0.00094867, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:56:55,246 - wikidata12k_both - [INFO] - [E:143| 200]: Train Loss:0.00094756, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:57:59,604 - wikidata12k_both - [INFO] - [E:143| 300]: Train Loss:0.00094672, Val MRR:0.44912, wikidata12k_both
2023-06-07 08:59:03,989 - wikidata12k_both - [INFO] - [E:143| 400]: Train Loss:0.00094635, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:00:08,456 - wikidata12k_both - [INFO] - [E:143| 500]: Train Loss:0.0009458, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:01:12,893 - wikidata12k_both - [INFO] - [E:143| 600]: Train Loss:0.00094558, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:02:17,284 - wikidata12k_both - [INFO] - [E:143| 700]: Train Loss:0.00094556, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:03:21,766 - wikidata12k_both - [INFO] - [E:143| 800]: Train Loss:0.00094592, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:04:26,171 - wikidata12k_both - [INFO] - [E:143| 900]: Train Loss:0.00094573, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:05:30,524 - wikidata12k_both - [INFO] - [E:143| 1000]: Train Loss:0.00094557, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:06:35,098 - wikidata12k_both - [INFO] - [E:143| 1100]: Train Loss:0.00094564, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:07:39,632 - wikidata12k_both - [INFO] - [E:143| 1200]: Train Loss:0.0009458, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:08:44,060 - wikidata12k_both - [INFO] - [E:143| 1300]: Train Loss:0.00094577, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:09:48,515 - wikidata12k_both - [INFO] - [E:143| 1400]: Train Loss:0.00094583, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:10:52,889 - wikidata12k_both - [INFO] - [E:143| 1500]: Train Loss:0.00094601, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:11:57,295 - wikidata12k_both - [INFO] - [E:143| 1600]: Train Loss:0.00094628, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:12:39,334 - wikidata12k_both - [INFO] - [Epoch:143]: Training Loss:0.0009464
2023-06-07 09:12:39,557 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 09:13:01,369 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 09:13:08,029 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 09:13:30,019 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 09:13:36,508 - wikidata12k_both - [INFO] - [Evaluating Epoch 143 valid]:
MRR: Tail : 0.52121, Head : 0.28935, Avg : 0.40528
2023-06-07 09:13:36,508 - wikidata12k_both - [INFO] - [Epoch 143]: Training Loss: 0.0009464, Valid MRR: 0.44912,
2023-06-07 09:13:37,167 - wikidata12k_both - [INFO] - [E:144| 0]: Train Loss:0.00093346, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:14:41,640 - wikidata12k_both - [INFO] - [E:144| 100]: Train Loss:0.000942, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:15:46,028 - wikidata12k_both - [INFO] - [E:144| 200]: Train Loss:0.00094248, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:17:00,404 - wikidata12k_both - [INFO] - [E:144| 300]: Train Loss:0.00094567, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:18:18,867 - wikidata12k_both - [INFO] - [E:144| 400]: Train Loss:0.00094575, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:19:27,279 - wikidata12k_both - [INFO] - [E:144| 500]: Train Loss:0.00094549, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:20:31,649 - wikidata12k_both - [INFO] - [E:144| 600]: Train Loss:0.00094533, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:21:36,000 - wikidata12k_both - [INFO] - [E:144| 700]: Train Loss:0.0009457, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:22:40,356 - wikidata12k_both - [INFO] - [E:144| 800]: Train Loss:0.00094618, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:23:44,827 - wikidata12k_both - [INFO] - [E:144| 900]: Train Loss:0.00094609, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:24:49,238 - wikidata12k_both - [INFO] - [E:144| 1000]: Train Loss:0.00094624, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:25:53,621 - wikidata12k_both - [INFO] - [E:144| 1100]: Train Loss:0.00094663, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:26:58,004 - wikidata12k_both - [INFO] - [E:144| 1200]: Train Loss:0.00094673, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:28:02,385 - wikidata12k_both - [INFO] - [E:144| 1300]: Train Loss:0.0009466, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:29:06,780 - wikidata12k_both - [INFO] - [E:144| 1400]: Train Loss:0.00094657, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:30:11,265 - wikidata12k_both - [INFO] - [E:144| 1500]: Train Loss:0.00094666, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:31:15,708 - wikidata12k_both - [INFO] - [E:144| 1600]: Train Loss:0.00094656, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:31:57,802 - wikidata12k_both - [INFO] - [Epoch:144]: Training Loss:0.0009466
2023-06-07 09:31:58,022 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 09:32:19,839 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 09:32:26,495 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 09:32:48,453 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 09:32:54,945 - wikidata12k_both - [INFO] - [Evaluating Epoch 144 valid]:
MRR: Tail : 0.51991, Head : 0.34729, Avg : 0.4336
2023-06-07 09:32:54,945 - wikidata12k_both - [INFO] - [Epoch 144]: Training Loss: 0.00094664, Valid MRR: 0.44912,
2023-06-07 09:32:55,605 - wikidata12k_both - [INFO] - [E:145| 0]: Train Loss:0.00093635, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:34:00,002 - wikidata12k_both - [INFO] - [E:145| 100]: Train Loss:0.0009436, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:35:04,419 - wikidata12k_both - [INFO] - [E:145| 200]: Train Loss:0.00094398, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:36:08,790 - wikidata12k_both - [INFO] - [E:145| 300]: Train Loss:0.00094462, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:37:13,147 - wikidata12k_both - [INFO] - [E:145| 400]: Train Loss:0.00094436, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:38:17,590 - wikidata12k_both - [INFO] - [E:145| 500]: Train Loss:0.00094409, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:39:21,936 - wikidata12k_both - [INFO] - [E:145| 600]: Train Loss:0.00094425, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:40:26,295 - wikidata12k_both - [INFO] - [E:145| 700]: Train Loss:0.00094434, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:41:30,699 - wikidata12k_both - [INFO] - [E:145| 800]: Train Loss:0.00094465, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:42:35,101 - wikidata12k_both - [INFO] - [E:145| 900]: Train Loss:0.00094505, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:43:39,502 - wikidata12k_both - [INFO] - [E:145| 1000]: Train Loss:0.00094507, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:44:43,979 - wikidata12k_both - [INFO] - [E:145| 1100]: Train Loss:0.00094523, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:45:48,401 - wikidata12k_both - [INFO] - [E:145| 1200]: Train Loss:0.00094558, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:46:52,816 - wikidata12k_both - [INFO] - [E:145| 1300]: Train Loss:0.00094564, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:47:57,232 - wikidata12k_both - [INFO] - [E:145| 1400]: Train Loss:0.0009458, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:49:01,691 - wikidata12k_both - [INFO] - [E:145| 1500]: Train Loss:0.00094601, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:50:06,244 - wikidata12k_both - [INFO] - [E:145| 1600]: Train Loss:0.00094617, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:50:48,296 - wikidata12k_both - [INFO] - [Epoch:145]: Training Loss:0.0009463
2023-06-07 09:50:48,517 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 09:51:10,283 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 09:51:16,937 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 09:51:38,909 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 09:51:45,403 - wikidata12k_both - [INFO] - [Evaluating Epoch 145 valid]:
MRR: Tail : 0.52314, Head : 0.34072, Avg : 0.43193
2023-06-07 09:51:45,403 - wikidata12k_both - [INFO] - [Epoch 145]: Training Loss: 0.00094628, Valid MRR: 0.44912,
2023-06-07 09:51:46,063 - wikidata12k_both - [INFO] - [E:146| 0]: Train Loss:0.00097808, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:52:50,492 - wikidata12k_both - [INFO] - [E:146| 100]: Train Loss:0.00094763, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:53:54,963 - wikidata12k_both - [INFO] - [E:146| 200]: Train Loss:0.0009456, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:54:59,376 - wikidata12k_both - [INFO] - [E:146| 300]: Train Loss:0.00094599, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:56:03,882 - wikidata12k_both - [INFO] - [E:146| 400]: Train Loss:0.00094444, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:57:08,294 - wikidata12k_both - [INFO] - [E:146| 500]: Train Loss:0.00094374, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:58:12,734 - wikidata12k_both - [INFO] - [E:146| 600]: Train Loss:0.00094423, Val MRR:0.44912, wikidata12k_both
2023-06-07 09:59:17,310 - wikidata12k_both - [INFO] - [E:146| 700]: Train Loss:0.00094453, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:00:21,750 - wikidata12k_both - [INFO] - [E:146| 800]: Train Loss:0.00094511, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:01:26,210 - wikidata12k_both - [INFO] - [E:146| 900]: Train Loss:0.00094544, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:02:30,628 - wikidata12k_both - [INFO] - [E:146| 1000]: Train Loss:0.00094596, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:03:35,028 - wikidata12k_both - [INFO] - [E:146| 1100]: Train Loss:0.00094629, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:04:39,457 - wikidata12k_both - [INFO] - [E:146| 1200]: Train Loss:0.00094613, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:05:43,877 - wikidata12k_both - [INFO] - [E:146| 1300]: Train Loss:0.00094587, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:06:48,285 - wikidata12k_both - [INFO] - [E:146| 1400]: Train Loss:0.00094579, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:07:52,740 - wikidata12k_both - [INFO] - [E:146| 1500]: Train Loss:0.00094582, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:08:57,205 - wikidata12k_both - [INFO] - [E:146| 1600]: Train Loss:0.00094593, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:09:39,316 - wikidata12k_both - [INFO] - [Epoch:146]: Training Loss:0.0009458
2023-06-07 10:09:39,538 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 10:10:01,345 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 10:10:07,995 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 10:10:29,986 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 10:10:36,488 - wikidata12k_both - [INFO] - [Evaluating Epoch 146 valid]:
MRR: Tail : 0.52053, Head : 0.37304, Avg : 0.44679
2023-06-07 10:10:36,489 - wikidata12k_both - [INFO] - [Epoch 146]: Training Loss: 0.00094582, Valid MRR: 0.44912,
2023-06-07 10:10:37,149 - wikidata12k_both - [INFO] - [E:147| 0]: Train Loss:0.0009334, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:11:41,571 - wikidata12k_both - [INFO] - [E:147| 100]: Train Loss:0.00094553, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:12:46,000 - wikidata12k_both - [INFO] - [E:147| 200]: Train Loss:0.00094558, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:13:50,487 - wikidata12k_both - [INFO] - [E:147| 300]: Train Loss:0.00094657, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:14:54,887 - wikidata12k_both - [INFO] - [E:147| 400]: Train Loss:0.00094726, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:15:59,283 - wikidata12k_both - [INFO] - [E:147| 500]: Train Loss:0.00094634, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:17:03,752 - wikidata12k_both - [INFO] - [E:147| 600]: Train Loss:0.00094611, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:18:08,123 - wikidata12k_both - [INFO] - [E:147| 700]: Train Loss:0.00094589, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:19:12,502 - wikidata12k_both - [INFO] - [E:147| 800]: Train Loss:0.00094625, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:20:16,959 - wikidata12k_both - [INFO] - [E:147| 900]: Train Loss:0.0009459, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:21:21,383 - wikidata12k_both - [INFO] - [E:147| 1000]: Train Loss:0.0009458, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:22:25,870 - wikidata12k_both - [INFO] - [E:147| 1100]: Train Loss:0.00094569, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:23:30,257 - wikidata12k_both - [INFO] - [E:147| 1200]: Train Loss:0.00094569, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:24:34,681 - wikidata12k_both - [INFO] - [E:147| 1300]: Train Loss:0.00094576, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:25:39,098 - wikidata12k_both - [INFO] - [E:147| 1400]: Train Loss:0.00094597, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:26:43,512 - wikidata12k_both - [INFO] - [E:147| 1500]: Train Loss:0.00094585, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:27:47,922 - wikidata12k_both - [INFO] - [E:147| 1600]: Train Loss:0.00094578, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:28:30,000 - wikidata12k_both - [INFO] - [Epoch:147]: Training Loss:0.0009458
2023-06-07 10:28:30,221 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 10:28:52,057 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 10:28:58,725 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 10:29:20,746 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 10:29:27,253 - wikidata12k_both - [INFO] - [Evaluating Epoch 147 valid]:
MRR: Tail : 0.52223, Head : 0.33665, Avg : 0.42944
2023-06-07 10:29:27,253 - wikidata12k_both - [INFO] - [Epoch 147]: Training Loss: 0.00094575, Valid MRR: 0.44912,
2023-06-07 10:29:27,912 - wikidata12k_both - [INFO] - [E:148| 0]: Train Loss:0.00092683, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:30:32,373 - wikidata12k_both - [INFO] - [E:148| 100]: Train Loss:0.00094417, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:31:36,793 - wikidata12k_both - [INFO] - [E:148| 200]: Train Loss:0.00094426, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:32:41,219 - wikidata12k_both - [INFO] - [E:148| 300]: Train Loss:0.00094511, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:33:45,625 - wikidata12k_both - [INFO] - [E:148| 400]: Train Loss:0.00094502, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:34:50,069 - wikidata12k_both - [INFO] - [E:148| 500]: Train Loss:0.00094504, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:35:54,508 - wikidata12k_both - [INFO] - [E:148| 600]: Train Loss:0.00094546, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:36:58,984 - wikidata12k_both - [INFO] - [E:148| 700]: Train Loss:0.00094544, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:38:03,358 - wikidata12k_both - [INFO] - [E:148| 800]: Train Loss:0.00094539, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:39:07,757 - wikidata12k_both - [INFO] - [E:148| 900]: Train Loss:0.00094596, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:40:12,183 - wikidata12k_both - [INFO] - [E:148| 1000]: Train Loss:0.00094558, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:41:16,606 - wikidata12k_both - [INFO] - [E:148| 1100]: Train Loss:0.00094534, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:42:21,025 - wikidata12k_both - [INFO] - [E:148| 1200]: Train Loss:0.00094517, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:43:25,520 - wikidata12k_both - [INFO] - [E:148| 1300]: Train Loss:0.00094503, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:44:29,992 - wikidata12k_both - [INFO] - [E:148| 1400]: Train Loss:0.00094525, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:45:34,459 - wikidata12k_both - [INFO] - [E:148| 1500]: Train Loss:0.00094528, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:46:38,932 - wikidata12k_both - [INFO] - [E:148| 1600]: Train Loss:0.00094542, Val MRR:0.44912, wikidata12k_both
2023-06-07 10:47:21,040 - wikidata12k_both - [INFO] - [Epoch:148]: Training Loss:0.0009453
2023-06-07 10:47:21,261 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 10:47:43,073 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 10:47:49,753 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 10:48:11,773 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 10:48:18,278 - wikidata12k_both - [INFO] - [Evaluating Epoch 148 valid]:
MRR: Tail : 0.5219, Head : 0.38261, Avg : 0.45226
2023-06-07 10:48:19,263 - wikidata12k_both - [INFO] - [Epoch 148]: Training Loss: 0.0009453, Valid MRR: 0.45226,
2023-06-07 10:48:19,922 - wikidata12k_both - [INFO] - [E:149| 0]: Train Loss:0.0009217, Val MRR:0.45226, wikidata12k_both
2023-06-07 10:49:24,388 - wikidata12k_both - [INFO] - [E:149| 100]: Train Loss:0.00094444, Val MRR:0.45226, wikidata12k_both
2023-06-07 10:50:28,867 - wikidata12k_both - [INFO] - [E:149| 200]: Train Loss:0.00094386, Val MRR:0.45226, wikidata12k_both
2023-06-07 10:51:33,314 - wikidata12k_both - [INFO] - [E:149| 300]: Train Loss:0.00094418, Val MRR:0.45226, wikidata12k_both
2023-06-07 10:52:37,799 - wikidata12k_both - [INFO] - [E:149| 400]: Train Loss:0.00094396, Val MRR:0.45226, wikidata12k_both
2023-06-07 10:53:42,237 - wikidata12k_both - [INFO] - [E:149| 500]: Train Loss:0.00094426, Val MRR:0.45226, wikidata12k_both
2023-06-07 10:54:46,722 - wikidata12k_both - [INFO] - [E:149| 600]: Train Loss:0.00094439, Val MRR:0.45226, wikidata12k_both
2023-06-07 10:55:51,191 - wikidata12k_both - [INFO] - [E:149| 700]: Train Loss:0.00094441, Val MRR:0.45226, wikidata12k_both
2023-06-07 10:56:55,638 - wikidata12k_both - [INFO] - [E:149| 800]: Train Loss:0.00094468, Val MRR:0.45226, wikidata12k_both
2023-06-07 10:58:00,073 - wikidata12k_both - [INFO] - [E:149| 900]: Train Loss:0.00094479, Val MRR:0.45226, wikidata12k_both
2023-06-07 10:59:04,501 - wikidata12k_both - [INFO] - [E:149| 1000]: Train Loss:0.00094485, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:00:08,965 - wikidata12k_both - [INFO] - [E:149| 1100]: Train Loss:0.00094503, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:01:13,454 - wikidata12k_both - [INFO] - [E:149| 1200]: Train Loss:0.00094503, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:02:17,869 - wikidata12k_both - [INFO] - [E:149| 1300]: Train Loss:0.00094508, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:03:22,275 - wikidata12k_both - [INFO] - [E:149| 1400]: Train Loss:0.0009453, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:04:26,769 - wikidata12k_both - [INFO] - [E:149| 1500]: Train Loss:0.00094535, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:05:31,167 - wikidata12k_both - [INFO] - [E:149| 1600]: Train Loss:0.00094537, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:06:13,268 - wikidata12k_both - [INFO] - [Epoch:149]: Training Loss:0.0009456
2023-06-07 11:06:13,489 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 11:06:35,322 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 11:06:42,018 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 11:07:04,113 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 11:07:10,617 - wikidata12k_both - [INFO] - [Evaluating Epoch 149 valid]:
MRR: Tail : 0.52428, Head : 0.35256, Avg : 0.43842
MR: Tail : 824.08, Head : 763.37, Avg : 793.73
Hit-1: Tail : 0.44377, Head : 0.25265, Avg : 0.34821
Hit-3: Tail : 0.56868, Head : 0.39008, Avg : 0.47938
Hit-10: Tail : 0.67169, Head : 0.57054, Avg : 0.62112
2023-06-07 11:07:10,617 - wikidata12k_both - [INFO] - [Epoch 149]: Training Loss: 0.00094557, Valid MRR: 0.45226,
2023-06-07 11:07:11,274 - wikidata12k_both - [INFO] - [E:150| 0]: Train Loss:0.00092679, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:08:15,673 - wikidata12k_both - [INFO] - [E:150| 100]: Train Loss:0.00094813, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:09:20,071 - wikidata12k_both - [INFO] - [E:150| 200]: Train Loss:0.00094726, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:10:24,590 - wikidata12k_both - [INFO] - [E:150| 300]: Train Loss:0.00094466, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:11:28,982 - wikidata12k_both - [INFO] - [E:150| 400]: Train Loss:0.00094426, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:12:33,335 - wikidata12k_both - [INFO] - [E:150| 500]: Train Loss:0.00094454, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:13:37,763 - wikidata12k_both - [INFO] - [E:150| 600]: Train Loss:0.00094464, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:14:42,141 - wikidata12k_both - [INFO] - [E:150| 700]: Train Loss:0.000945, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:15:46,555 - wikidata12k_both - [INFO] - [E:150| 800]: Train Loss:0.00094457, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:16:50,929 - wikidata12k_both - [INFO] - [E:150| 900]: Train Loss:0.00094457, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:17:55,254 - wikidata12k_both - [INFO] - [E:150| 1000]: Train Loss:0.00094453, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:18:59,798 - wikidata12k_both - [INFO] - [E:150| 1100]: Train Loss:0.00094461, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:20:04,109 - wikidata12k_both - [INFO] - [E:150| 1200]: Train Loss:0.00094476, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:21:08,431 - wikidata12k_both - [INFO] - [E:150| 1300]: Train Loss:0.00094479, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:22:12,900 - wikidata12k_both - [INFO] - [E:150| 1400]: Train Loss:0.00094489, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:23:17,287 - wikidata12k_both - [INFO] - [E:150| 1500]: Train Loss:0.00094517, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:24:21,678 - wikidata12k_both - [INFO] - [E:150| 1600]: Train Loss:0.0009452, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:25:03,841 - wikidata12k_both - [INFO] - [Epoch:150]: Training Loss:0.0009453
2023-06-07 11:25:04,060 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 11:25:25,795 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 11:25:32,441 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 11:25:54,397 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 11:26:00,892 - wikidata12k_both - [INFO] - [Evaluating Epoch 150 valid]:
MRR: Tail : 0.52126, Head : 0.34743, Avg : 0.43435
2023-06-07 11:26:00,892 - wikidata12k_both - [INFO] - [Epoch 150]: Training Loss: 0.0009453, Valid MRR: 0.45226,
2023-06-07 11:26:01,549 - wikidata12k_both - [INFO] - [E:151| 0]: Train Loss:0.00091929, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:27:05,873 - wikidata12k_both - [INFO] - [E:151| 100]: Train Loss:0.00094295, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:28:10,241 - wikidata12k_both - [INFO] - [E:151| 200]: Train Loss:0.00094127, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:29:14,629 - wikidata12k_both - [INFO] - [E:151| 300]: Train Loss:0.00094231, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:30:18,951 - wikidata12k_both - [INFO] - [E:151| 400]: Train Loss:0.00094286, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:31:23,315 - wikidata12k_both - [INFO] - [E:151| 500]: Train Loss:0.00094315, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:32:27,711 - wikidata12k_both - [INFO] - [E:151| 600]: Train Loss:0.00094357, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:33:32,103 - wikidata12k_both - [INFO] - [E:151| 700]: Train Loss:0.0009435, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:34:36,431 - wikidata12k_both - [INFO] - [E:151| 800]: Train Loss:0.00094382, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:35:40,752 - wikidata12k_both - [INFO] - [E:151| 900]: Train Loss:0.00094425, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:36:45,187 - wikidata12k_both - [INFO] - [E:151| 1000]: Train Loss:0.00094443, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:37:49,577 - wikidata12k_both - [INFO] - [E:151| 1100]: Train Loss:0.0009444, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:38:53,887 - wikidata12k_both - [INFO] - [E:151| 1200]: Train Loss:0.00094441, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:39:58,272 - wikidata12k_both - [INFO] - [E:151| 1300]: Train Loss:0.00094437, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:41:02,641 - wikidata12k_both - [INFO] - [E:151| 1400]: Train Loss:0.00094465, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:42:06,984 - wikidata12k_both - [INFO] - [E:151| 1500]: Train Loss:0.00094472, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:43:11,272 - wikidata12k_both - [INFO] - [E:151| 1600]: Train Loss:0.00094475, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:43:53,275 - wikidata12k_both - [INFO] - [Epoch:151]: Training Loss:0.0009449
2023-06-07 11:43:53,495 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 11:44:15,227 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 11:44:21,863 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 11:44:43,781 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 11:44:50,259 - wikidata12k_both - [INFO] - [Evaluating Epoch 151 valid]:
MRR: Tail : 0.51875, Head : 0.35967, Avg : 0.43921
2023-06-07 11:44:50,259 - wikidata12k_both - [INFO] - [Epoch 151]: Training Loss: 0.00094489, Valid MRR: 0.45226,
2023-06-07 11:44:50,916 - wikidata12k_both - [INFO] - [E:152| 0]: Train Loss:0.00095023, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:45:55,249 - wikidata12k_both - [INFO] - [E:152| 100]: Train Loss:0.00094575, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:46:59,500 - wikidata12k_both - [INFO] - [E:152| 200]: Train Loss:0.00094343, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:48:03,756 - wikidata12k_both - [INFO] - [E:152| 300]: Train Loss:0.00094207, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:49:08,191 - wikidata12k_both - [INFO] - [E:152| 400]: Train Loss:0.00094276, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:50:12,392 - wikidata12k_both - [INFO] - [E:152| 500]: Train Loss:0.00094315, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:51:16,730 - wikidata12k_both - [INFO] - [E:152| 600]: Train Loss:0.00094329, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:52:21,105 - wikidata12k_both - [INFO] - [E:152| 700]: Train Loss:0.00094356, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:53:25,448 - wikidata12k_both - [INFO] - [E:152| 800]: Train Loss:0.00094423, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:54:29,803 - wikidata12k_both - [INFO] - [E:152| 900]: Train Loss:0.00094393, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:55:34,024 - wikidata12k_both - [INFO] - [E:152| 1000]: Train Loss:0.00094425, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:56:38,239 - wikidata12k_both - [INFO] - [E:152| 1100]: Train Loss:0.0009445, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:57:42,574 - wikidata12k_both - [INFO] - [E:152| 1200]: Train Loss:0.00094473, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:58:46,909 - wikidata12k_both - [INFO] - [E:152| 1300]: Train Loss:0.00094478, Val MRR:0.45226, wikidata12k_both
2023-06-07 11:59:51,227 - wikidata12k_both - [INFO] - [E:152| 1400]: Train Loss:0.00094503, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:00:55,498 - wikidata12k_both - [INFO] - [E:152| 1500]: Train Loss:0.00094499, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:01:59,779 - wikidata12k_both - [INFO] - [E:152| 1600]: Train Loss:0.00094502, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:02:41,759 - wikidata12k_both - [INFO] - [Epoch:152]: Training Loss:0.0009449
2023-06-07 12:02:41,978 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 12:03:03,746 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 12:03:10,422 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 12:03:32,337 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 12:03:38,819 - wikidata12k_both - [INFO] - [Evaluating Epoch 152 valid]:
MRR: Tail : 0.52265, Head : 0.34661, Avg : 0.43463
2023-06-07 12:03:38,820 - wikidata12k_both - [INFO] - [Epoch 152]: Training Loss: 0.00094491, Valid MRR: 0.45226,
2023-06-07 12:03:39,476 - wikidata12k_both - [INFO] - [E:153| 0]: Train Loss:0.00094167, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:04:43,686 - wikidata12k_both - [INFO] - [E:153| 100]: Train Loss:0.00094539, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:05:48,021 - wikidata12k_both - [INFO] - [E:153| 200]: Train Loss:0.0009423, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:06:52,400 - wikidata12k_both - [INFO] - [E:153| 300]: Train Loss:0.00094185, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:07:56,711 - wikidata12k_both - [INFO] - [E:153| 400]: Train Loss:0.00094297, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:09:00,952 - wikidata12k_both - [INFO] - [E:153| 500]: Train Loss:0.0009425, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:10:05,219 - wikidata12k_both - [INFO] - [E:153| 600]: Train Loss:0.0009434, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:11:09,517 - wikidata12k_both - [INFO] - [E:153| 700]: Train Loss:0.00094353, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:12:13,892 - wikidata12k_both - [INFO] - [E:153| 800]: Train Loss:0.00094348, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:13:18,083 - wikidata12k_both - [INFO] - [E:153| 900]: Train Loss:0.00094427, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:14:22,353 - wikidata12k_both - [INFO] - [E:153| 1000]: Train Loss:0.00094434, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:15:26,673 - wikidata12k_both - [INFO] - [E:153| 1100]: Train Loss:0.00094412, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:16:31,007 - wikidata12k_both - [INFO] - [E:153| 1200]: Train Loss:0.00094413, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:17:35,193 - wikidata12k_both - [INFO] - [E:153| 1300]: Train Loss:0.00094427, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:18:39,567 - wikidata12k_both - [INFO] - [E:153| 1400]: Train Loss:0.0009441, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:19:43,799 - wikidata12k_both - [INFO] - [E:153| 1500]: Train Loss:0.00094411, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:20:48,103 - wikidata12k_both - [INFO] - [E:153| 1600]: Train Loss:0.00094429, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:21:30,161 - wikidata12k_both - [INFO] - [Epoch:153]: Training Loss:0.0009446
2023-06-07 12:21:30,381 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 12:21:52,095 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 12:21:58,732 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 12:22:20,645 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 12:22:27,114 - wikidata12k_both - [INFO] - [Evaluating Epoch 153 valid]:
MRR: Tail : 0.52092, Head : 0.37632, Avg : 0.44862
2023-06-07 12:22:27,114 - wikidata12k_both - [INFO] - [Epoch 153]: Training Loss: 0.00094456, Valid MRR: 0.45226,
2023-06-07 12:22:27,772 - wikidata12k_both - [INFO] - [E:154| 0]: Train Loss:0.00098268, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:23:32,115 - wikidata12k_both - [INFO] - [E:154| 100]: Train Loss:0.00094682, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:24:36,495 - wikidata12k_both - [INFO] - [E:154| 200]: Train Loss:0.0009444, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:25:40,811 - wikidata12k_both - [INFO] - [E:154| 300]: Train Loss:0.00094423, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:26:45,122 - wikidata12k_both - [INFO] - [E:154| 400]: Train Loss:0.00094337, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:27:49,432 - wikidata12k_both - [INFO] - [E:154| 500]: Train Loss:0.00094325, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:28:53,608 - wikidata12k_both - [INFO] - [E:154| 600]: Train Loss:0.00094353, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:29:57,896 - wikidata12k_both - [INFO] - [E:154| 700]: Train Loss:0.00094423, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:31:02,137 - wikidata12k_both - [INFO] - [E:154| 800]: Train Loss:0.00094435, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:32:06,449 - wikidata12k_both - [INFO] - [E:154| 900]: Train Loss:0.00094416, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:33:10,751 - wikidata12k_both - [INFO] - [E:154| 1000]: Train Loss:0.00094447, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:34:14,865 - wikidata12k_both - [INFO] - [E:154| 1100]: Train Loss:0.00094458, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:35:19,009 - wikidata12k_both - [INFO] - [E:154| 1200]: Train Loss:0.00094445, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:36:23,310 - wikidata12k_both - [INFO] - [E:154| 1300]: Train Loss:0.00094448, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:37:27,559 - wikidata12k_both - [INFO] - [E:154| 1400]: Train Loss:0.00094453, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:38:31,840 - wikidata12k_both - [INFO] - [E:154| 1500]: Train Loss:0.00094467, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:39:36,073 - wikidata12k_both - [INFO] - [E:154| 1600]: Train Loss:0.00094447, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:40:18,083 - wikidata12k_both - [INFO] - [Epoch:154]: Training Loss:0.0009444
2023-06-07 12:40:18,304 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 12:40:40,032 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 12:40:46,684 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 12:41:08,612 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 12:41:15,081 - wikidata12k_both - [INFO] - [Evaluating Epoch 154 valid]:
MRR: Tail : 0.51558, Head : 0.35588, Avg : 0.43573
2023-06-07 12:41:15,082 - wikidata12k_both - [INFO] - [Epoch 154]: Training Loss: 0.00094435, Valid MRR: 0.45226,
2023-06-07 12:41:15,740 - wikidata12k_both - [INFO] - [E:155| 0]: Train Loss:0.00094469, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:42:20,009 - wikidata12k_both - [INFO] - [E:155| 100]: Train Loss:0.00094397, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:43:24,189 - wikidata12k_both - [INFO] - [E:155| 200]: Train Loss:0.00094145, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:44:28,401 - wikidata12k_both - [INFO] - [E:155| 300]: Train Loss:0.00094132, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:45:32,488 - wikidata12k_both - [INFO] - [E:155| 400]: Train Loss:0.0009422, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:46:36,767 - wikidata12k_both - [INFO] - [E:155| 500]: Train Loss:0.00094275, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:47:41,048 - wikidata12k_both - [INFO] - [E:155| 600]: Train Loss:0.00094253, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:48:45,361 - wikidata12k_both - [INFO] - [E:155| 700]: Train Loss:0.00094313, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:49:49,563 - wikidata12k_both - [INFO] - [E:155| 800]: Train Loss:0.00094312, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:50:53,822 - wikidata12k_both - [INFO] - [E:155| 900]: Train Loss:0.00094304, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:51:58,059 - wikidata12k_both - [INFO] - [E:155| 1000]: Train Loss:0.00094298, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:53:02,324 - wikidata12k_both - [INFO] - [E:155| 1100]: Train Loss:0.00094312, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:54:06,596 - wikidata12k_both - [INFO] - [E:155| 1200]: Train Loss:0.00094301, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:55:10,732 - wikidata12k_both - [INFO] - [E:155| 1300]: Train Loss:0.0009431, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:56:14,969 - wikidata12k_both - [INFO] - [E:155| 1400]: Train Loss:0.00094339, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:57:19,205 - wikidata12k_both - [INFO] - [E:155| 1500]: Train Loss:0.00094366, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:58:23,496 - wikidata12k_both - [INFO] - [E:155| 1600]: Train Loss:0.00094381, Val MRR:0.45226, wikidata12k_both
2023-06-07 12:59:05,414 - wikidata12k_both - [INFO] - [Epoch:155]: Training Loss:0.0009438
2023-06-07 12:59:05,635 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 12:59:27,367 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 12:59:33,995 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 12:59:55,901 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 13:00:02,367 - wikidata12k_both - [INFO] - [Evaluating Epoch 155 valid]:
MRR: Tail : 0.52328, Head : 0.28459, Avg : 0.40394
2023-06-07 13:00:02,367 - wikidata12k_both - [INFO] - [Epoch 155]: Training Loss: 0.00094382, Valid MRR: 0.45226,
2023-06-07 13:00:03,025 - wikidata12k_both - [INFO] - [E:156| 0]: Train Loss:0.00091982, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:01:07,127 - wikidata12k_both - [INFO] - [E:156| 100]: Train Loss:0.00094521, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:02:11,324 - wikidata12k_both - [INFO] - [E:156| 200]: Train Loss:0.00094602, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:03:15,492 - wikidata12k_both - [INFO] - [E:156| 300]: Train Loss:0.00094636, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:04:19,668 - wikidata12k_both - [INFO] - [E:156| 400]: Train Loss:0.00094484, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:05:23,865 - wikidata12k_both - [INFO] - [E:156| 500]: Train Loss:0.00094466, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:06:28,022 - wikidata12k_both - [INFO] - [E:156| 600]: Train Loss:0.00094505, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:07:32,280 - wikidata12k_both - [INFO] - [E:156| 700]: Train Loss:0.00094468, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:08:36,609 - wikidata12k_both - [INFO] - [E:156| 800]: Train Loss:0.00094444, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:09:40,773 - wikidata12k_both - [INFO] - [E:156| 900]: Train Loss:0.00094475, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:10:44,979 - wikidata12k_both - [INFO] - [E:156| 1000]: Train Loss:0.00094442, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:11:49,236 - wikidata12k_both - [INFO] - [E:156| 1100]: Train Loss:0.00094436, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:12:53,375 - wikidata12k_both - [INFO] - [E:156| 1200]: Train Loss:0.0009441, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:13:57,560 - wikidata12k_both - [INFO] - [E:156| 1300]: Train Loss:0.00094405, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:15:01,737 - wikidata12k_both - [INFO] - [E:156| 1400]: Train Loss:0.00094393, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:16:05,986 - wikidata12k_both - [INFO] - [E:156| 1500]: Train Loss:0.0009438, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:17:10,273 - wikidata12k_both - [INFO] - [E:156| 1600]: Train Loss:0.00094385, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:17:52,267 - wikidata12k_both - [INFO] - [Epoch:156]: Training Loss:0.0009438
2023-06-07 13:17:52,486 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 13:18:14,177 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 13:18:20,811 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 13:18:42,717 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 13:18:49,191 - wikidata12k_both - [INFO] - [Evaluating Epoch 156 valid]:
MRR: Tail : 0.52185, Head : 0.27933, Avg : 0.40059
2023-06-07 13:18:49,191 - wikidata12k_both - [INFO] - [Epoch 156]: Training Loss: 0.00094385, Valid MRR: 0.45226,
2023-06-07 13:18:49,852 - wikidata12k_both - [INFO] - [E:157| 0]: Train Loss:0.00094799, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:19:54,134 - wikidata12k_both - [INFO] - [E:157| 100]: Train Loss:0.00094288, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:20:58,246 - wikidata12k_both - [INFO] - [E:157| 200]: Train Loss:0.00094364, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:22:02,442 - wikidata12k_both - [INFO] - [E:157| 300]: Train Loss:0.00094386, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:23:06,802 - wikidata12k_both - [INFO] - [E:157| 400]: Train Loss:0.00094339, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:24:11,005 - wikidata12k_both - [INFO] - [E:157| 500]: Train Loss:0.00094267, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:25:15,204 - wikidata12k_both - [INFO] - [E:157| 600]: Train Loss:0.00094192, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:26:19,409 - wikidata12k_both - [INFO] - [E:157| 700]: Train Loss:0.00094252, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:27:23,533 - wikidata12k_both - [INFO] - [E:157| 800]: Train Loss:0.00094293, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:28:27,659 - wikidata12k_both - [INFO] - [E:157| 900]: Train Loss:0.00094296, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:29:31,880 - wikidata12k_both - [INFO] - [E:157| 1000]: Train Loss:0.00094309, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:30:36,020 - wikidata12k_both - [INFO] - [E:157| 1100]: Train Loss:0.0009433, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:31:40,207 - wikidata12k_both - [INFO] - [E:157| 1200]: Train Loss:0.00094351, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:32:44,327 - wikidata12k_both - [INFO] - [E:157| 1300]: Train Loss:0.00094368, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:33:48,452 - wikidata12k_both - [INFO] - [E:157| 1400]: Train Loss:0.00094358, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:34:52,640 - wikidata12k_both - [INFO] - [E:157| 1500]: Train Loss:0.00094361, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:35:56,875 - wikidata12k_both - [INFO] - [E:157| 1600]: Train Loss:0.00094376, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:36:38,878 - wikidata12k_both - [INFO] - [Epoch:157]: Training Loss:0.0009437
2023-06-07 13:36:39,101 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 13:37:00,818 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 13:37:07,454 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 13:37:29,399 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 13:37:35,896 - wikidata12k_both - [INFO] - [Evaluating Epoch 157 valid]:
MRR: Tail : 0.52326, Head : 0.33656, Avg : 0.42991
2023-06-07 13:37:35,896 - wikidata12k_both - [INFO] - [Epoch 157]: Training Loss: 0.00094373, Valid MRR: 0.45226,
2023-06-07 13:37:36,568 - wikidata12k_both - [INFO] - [E:158| 0]: Train Loss:0.00091782, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:38:40,763 - wikidata12k_both - [INFO] - [E:158| 100]: Train Loss:0.00094371, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:39:44,911 - wikidata12k_both - [INFO] - [E:158| 200]: Train Loss:0.00094223, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:40:49,127 - wikidata12k_both - [INFO] - [E:158| 300]: Train Loss:0.00094225, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:41:53,326 - wikidata12k_both - [INFO] - [E:158| 400]: Train Loss:0.00094291, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:42:57,441 - wikidata12k_both - [INFO] - [E:158| 500]: Train Loss:0.00094322, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:44:01,725 - wikidata12k_both - [INFO] - [E:158| 600]: Train Loss:0.0009434, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:45:05,824 - wikidata12k_both - [INFO] - [E:158| 700]: Train Loss:0.00094306, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:46:09,959 - wikidata12k_both - [INFO] - [E:158| 800]: Train Loss:0.00094351, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:47:14,133 - wikidata12k_both - [INFO] - [E:158| 900]: Train Loss:0.00094327, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:48:18,265 - wikidata12k_both - [INFO] - [E:158| 1000]: Train Loss:0.00094315, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:49:22,475 - wikidata12k_both - [INFO] - [E:158| 1100]: Train Loss:0.00094319, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:50:26,560 - wikidata12k_both - [INFO] - [E:158| 1200]: Train Loss:0.00094321, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:51:30,751 - wikidata12k_both - [INFO] - [E:158| 1300]: Train Loss:0.0009432, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:52:34,960 - wikidata12k_both - [INFO] - [E:158| 1400]: Train Loss:0.00094316, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:53:39,102 - wikidata12k_both - [INFO] - [E:158| 1500]: Train Loss:0.000943, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:54:43,290 - wikidata12k_both - [INFO] - [E:158| 1600]: Train Loss:0.00094326, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:55:25,259 - wikidata12k_both - [INFO] - [Epoch:158]: Training Loss:0.0009433
2023-06-07 13:55:25,479 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 13:55:47,185 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 13:55:53,815 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 13:56:15,693 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 13:56:22,161 - wikidata12k_both - [INFO] - [Evaluating Epoch 158 valid]:
MRR: Tail : 0.51666, Head : 0.37167, Avg : 0.44416
2023-06-07 13:56:22,162 - wikidata12k_both - [INFO] - [Epoch 158]: Training Loss: 0.00094332, Valid MRR: 0.45226,
2023-06-07 13:56:22,816 - wikidata12k_both - [INFO] - [E:159| 0]: Train Loss:0.00091876, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:57:27,095 - wikidata12k_both - [INFO] - [E:159| 100]: Train Loss:0.00094187, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:58:31,274 - wikidata12k_both - [INFO] - [E:159| 200]: Train Loss:0.00094244, Val MRR:0.45226, wikidata12k_both
2023-06-07 13:59:35,383 - wikidata12k_both - [INFO] - [E:159| 300]: Train Loss:0.00094285, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:00:39,524 - wikidata12k_both - [INFO] - [E:159| 400]: Train Loss:0.00094274, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:01:43,729 - wikidata12k_both - [INFO] - [E:159| 500]: Train Loss:0.00094287, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:02:47,863 - wikidata12k_both - [INFO] - [E:159| 600]: Train Loss:0.00094294, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:03:52,014 - wikidata12k_both - [INFO] - [E:159| 700]: Train Loss:0.0009428, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:04:56,222 - wikidata12k_both - [INFO] - [E:159| 800]: Train Loss:0.00094314, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:06:00,313 - wikidata12k_both - [INFO] - [E:159| 900]: Train Loss:0.00094325, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:07:04,519 - wikidata12k_both - [INFO] - [E:159| 1000]: Train Loss:0.00094335, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:08:08,774 - wikidata12k_both - [INFO] - [E:159| 1100]: Train Loss:0.00094352, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:09:12,875 - wikidata12k_both - [INFO] - [E:159| 1200]: Train Loss:0.00094309, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:10:17,113 - wikidata12k_both - [INFO] - [E:159| 1300]: Train Loss:0.00094328, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:11:21,217 - wikidata12k_both - [INFO] - [E:159| 1400]: Train Loss:0.00094305, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:12:25,345 - wikidata12k_both - [INFO] - [E:159| 1500]: Train Loss:0.00094305, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:13:29,484 - wikidata12k_both - [INFO] - [E:159| 1600]: Train Loss:0.00094284, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:14:11,383 - wikidata12k_both - [INFO] - [Epoch:159]: Training Loss:0.000943
2023-06-07 14:14:11,602 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 14:14:33,278 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 14:14:39,917 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 14:15:01,838 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 14:15:08,308 - wikidata12k_both - [INFO] - [Evaluating Epoch 159 valid]:
MRR: Tail : 0.51566, Head : 0.35242, Avg : 0.43404
MR: Tail : 807.73, Head : 786.8, Avg : 797.26
Hit-1: Tail : 0.42994, Head : 0.25151, Avg : 0.34073
Hit-3: Tail : 0.56677, Head : 0.38954, Avg : 0.47815
Hit-10: Tail : 0.6705, Head : 0.57503, Avg : 0.62276
2023-06-07 14:15:08,308 - wikidata12k_both - [INFO] - [Epoch 159]: Training Loss: 0.000943, Valid MRR: 0.45226,
2023-06-07 14:15:08,964 - wikidata12k_both - [INFO] - [E:160| 0]: Train Loss:0.00092005, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:16:13,157 - wikidata12k_both - [INFO] - [E:160| 100]: Train Loss:0.00094111, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:17:17,296 - wikidata12k_both - [INFO] - [E:160| 200]: Train Loss:0.0009424, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:18:21,410 - wikidata12k_both - [INFO] - [E:160| 300]: Train Loss:0.0009436, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:19:25,578 - wikidata12k_both - [INFO] - [E:160| 400]: Train Loss:0.00094351, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:20:29,720 - wikidata12k_both - [INFO] - [E:160| 500]: Train Loss:0.00094285, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:21:33,896 - wikidata12k_both - [INFO] - [E:160| 600]: Train Loss:0.00094242, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:22:44,547 - wikidata12k_both - [INFO] - [E:160| 700]: Train Loss:0.00094202, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:24:02,741 - wikidata12k_both - [INFO] - [E:160| 800]: Train Loss:0.00094256, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:25:14,482 - wikidata12k_both - [INFO] - [E:160| 900]: Train Loss:0.00094274, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:26:18,617 - wikidata12k_both - [INFO] - [E:160| 1000]: Train Loss:0.00094243, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:27:22,841 - wikidata12k_both - [INFO] - [E:160| 1100]: Train Loss:0.00094264, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:28:27,105 - wikidata12k_both - [INFO] - [E:160| 1200]: Train Loss:0.0009429, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:29:31,318 - wikidata12k_both - [INFO] - [E:160| 1300]: Train Loss:0.00094296, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:30:35,552 - wikidata12k_both - [INFO] - [E:160| 1400]: Train Loss:0.00094282, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:31:39,751 - wikidata12k_both - [INFO] - [E:160| 1500]: Train Loss:0.00094314, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:32:43,836 - wikidata12k_both - [INFO] - [E:160| 1600]: Train Loss:0.00094325, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:33:25,729 - wikidata12k_both - [INFO] - [Epoch:160]: Training Loss:0.0009432
2023-06-07 14:33:25,948 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 14:33:47,696 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 14:33:54,363 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 14:34:16,262 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 14:34:22,729 - wikidata12k_both - [INFO] - [Evaluating Epoch 160 valid]:
MRR: Tail : 0.52047, Head : 0.36709, Avg : 0.44378
2023-06-07 14:34:22,730 - wikidata12k_both - [INFO] - [Epoch 160]: Training Loss: 0.00094316, Valid MRR: 0.45226,
2023-06-07 14:34:23,384 - wikidata12k_both - [INFO] - [E:161| 0]: Train Loss:0.00093023, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:35:27,547 - wikidata12k_both - [INFO] - [E:161| 100]: Train Loss:0.00094367, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:36:31,724 - wikidata12k_both - [INFO] - [E:161| 200]: Train Loss:0.00094413, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:37:35,976 - wikidata12k_both - [INFO] - [E:161| 300]: Train Loss:0.00094259, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:38:40,174 - wikidata12k_both - [INFO] - [E:161| 400]: Train Loss:0.00094387, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:39:44,337 - wikidata12k_both - [INFO] - [E:161| 500]: Train Loss:0.00094399, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:40:48,526 - wikidata12k_both - [INFO] - [E:161| 600]: Train Loss:0.00094344, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:41:52,678 - wikidata12k_both - [INFO] - [E:161| 700]: Train Loss:0.00094384, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:42:56,888 - wikidata12k_both - [INFO] - [E:161| 800]: Train Loss:0.00094359, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:44:01,027 - wikidata12k_both - [INFO] - [E:161| 900]: Train Loss:0.00094374, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:45:05,132 - wikidata12k_both - [INFO] - [E:161| 1000]: Train Loss:0.00094348, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:46:09,311 - wikidata12k_both - [INFO] - [E:161| 1100]: Train Loss:0.00094363, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:47:13,448 - wikidata12k_both - [INFO] - [E:161| 1200]: Train Loss:0.00094343, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:48:17,604 - wikidata12k_both - [INFO] - [E:161| 1300]: Train Loss:0.00094344, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:49:21,781 - wikidata12k_both - [INFO] - [E:161| 1400]: Train Loss:0.00094329, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:50:25,884 - wikidata12k_both - [INFO] - [E:161| 1500]: Train Loss:0.00094305, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:51:30,134 - wikidata12k_both - [INFO] - [E:161| 1600]: Train Loss:0.00094298, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:52:12,030 - wikidata12k_both - [INFO] - [Epoch:161]: Training Loss:0.0009431
2023-06-07 14:52:12,249 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 14:52:33,938 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 14:52:40,572 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 14:53:02,489 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 14:53:08,960 - wikidata12k_both - [INFO] - [Evaluating Epoch 161 valid]:
MRR: Tail : 0.51551, Head : 0.34042, Avg : 0.42797
2023-06-07 14:53:08,960 - wikidata12k_both - [INFO] - [Epoch 161]: Training Loss: 0.00094312, Valid MRR: 0.45226,
2023-06-07 14:53:09,614 - wikidata12k_both - [INFO] - [E:162| 0]: Train Loss:0.00095395, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:54:13,807 - wikidata12k_both - [INFO] - [E:162| 100]: Train Loss:0.0009462, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:55:18,067 - wikidata12k_both - [INFO] - [E:162| 200]: Train Loss:0.00094664, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:56:22,249 - wikidata12k_both - [INFO] - [E:162| 300]: Train Loss:0.0009454, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:57:26,414 - wikidata12k_both - [INFO] - [E:162| 400]: Train Loss:0.00094487, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:58:30,573 - wikidata12k_both - [INFO] - [E:162| 500]: Train Loss:0.00094421, Val MRR:0.45226, wikidata12k_both
2023-06-07 14:59:34,734 - wikidata12k_both - [INFO] - [E:162| 600]: Train Loss:0.00094313, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:00:38,901 - wikidata12k_both - [INFO] - [E:162| 700]: Train Loss:0.00094293, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:01:43,078 - wikidata12k_both - [INFO] - [E:162| 800]: Train Loss:0.0009431, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:02:47,212 - wikidata12k_both - [INFO] - [E:162| 900]: Train Loss:0.00094299, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:03:51,372 - wikidata12k_both - [INFO] - [E:162| 1000]: Train Loss:0.00094273, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:04:55,469 - wikidata12k_both - [INFO] - [E:162| 1100]: Train Loss:0.00094249, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:05:59,554 - wikidata12k_both - [INFO] - [E:162| 1200]: Train Loss:0.00094257, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:07:03,716 - wikidata12k_both - [INFO] - [E:162| 1300]: Train Loss:0.00094255, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:08:07,875 - wikidata12k_both - [INFO] - [E:162| 1400]: Train Loss:0.00094277, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:09:12,008 - wikidata12k_both - [INFO] - [E:162| 1500]: Train Loss:0.00094269, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:10:16,082 - wikidata12k_both - [INFO] - [E:162| 1600]: Train Loss:0.00094258, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:10:57,994 - wikidata12k_both - [INFO] - [Epoch:162]: Training Loss:0.0009425
2023-06-07 15:10:58,214 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 15:11:19,886 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 15:11:26,508 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 15:11:48,367 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 15:11:54,851 - wikidata12k_both - [INFO] - [Evaluating Epoch 162 valid]:
MRR: Tail : 0.51721, Head : 0.36922, Avg : 0.44322
2023-06-07 15:11:54,851 - wikidata12k_both - [INFO] - [Epoch 162]: Training Loss: 0.00094253, Valid MRR: 0.45226,
2023-06-07 15:11:55,507 - wikidata12k_both - [INFO] - [E:163| 0]: Train Loss:0.0009656, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:12:59,664 - wikidata12k_both - [INFO] - [E:163| 100]: Train Loss:0.00094335, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:14:03,825 - wikidata12k_both - [INFO] - [E:163| 200]: Train Loss:0.00094308, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:15:08,017 - wikidata12k_both - [INFO] - [E:163| 300]: Train Loss:0.00094358, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:16:12,165 - wikidata12k_both - [INFO] - [E:163| 400]: Train Loss:0.00094247, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:17:16,362 - wikidata12k_both - [INFO] - [E:163| 500]: Train Loss:0.00094315, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:18:20,622 - wikidata12k_both - [INFO] - [E:163| 600]: Train Loss:0.00094294, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:19:24,781 - wikidata12k_both - [INFO] - [E:163| 700]: Train Loss:0.00094285, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:20:28,978 - wikidata12k_both - [INFO] - [E:163| 800]: Train Loss:0.00094287, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:21:33,160 - wikidata12k_both - [INFO] - [E:163| 900]: Train Loss:0.00094255, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:22:37,335 - wikidata12k_both - [INFO] - [E:163| 1000]: Train Loss:0.00094252, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:23:41,524 - wikidata12k_both - [INFO] - [E:163| 1100]: Train Loss:0.00094257, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:24:45,755 - wikidata12k_both - [INFO] - [E:163| 1200]: Train Loss:0.00094236, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:25:49,955 - wikidata12k_both - [INFO] - [E:163| 1300]: Train Loss:0.00094238, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:26:54,203 - wikidata12k_both - [INFO] - [E:163| 1400]: Train Loss:0.00094224, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:27:58,357 - wikidata12k_both - [INFO] - [E:163| 1500]: Train Loss:0.00094216, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:29:02,525 - wikidata12k_both - [INFO] - [E:163| 1600]: Train Loss:0.00094222, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:29:44,527 - wikidata12k_both - [INFO] - [Epoch:163]: Training Loss:0.0009422
2023-06-07 15:29:44,752 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 15:30:06,449 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 15:30:13,074 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 15:30:34,959 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 15:30:41,423 - wikidata12k_both - [INFO] - [Evaluating Epoch 163 valid]:
MRR: Tail : 0.52497, Head : 0.32008, Avg : 0.42252
2023-06-07 15:30:41,423 - wikidata12k_both - [INFO] - [Epoch 163]: Training Loss: 0.00094221, Valid MRR: 0.45226,
2023-06-07 15:30:42,087 - wikidata12k_both - [INFO] - [E:164| 0]: Train Loss:0.00097622, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:31:46,277 - wikidata12k_both - [INFO] - [E:164| 100]: Train Loss:0.00094427, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:32:50,522 - wikidata12k_both - [INFO] - [E:164| 200]: Train Loss:0.00094469, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:33:54,608 - wikidata12k_both - [INFO] - [E:164| 300]: Train Loss:0.00094326, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:34:58,686 - wikidata12k_both - [INFO] - [E:164| 400]: Train Loss:0.0009437, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:36:02,868 - wikidata12k_both - [INFO] - [E:164| 500]: Train Loss:0.00094345, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:37:06,958 - wikidata12k_both - [INFO] - [E:164| 600]: Train Loss:0.0009433, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:38:11,032 - wikidata12k_both - [INFO] - [E:164| 700]: Train Loss:0.00094293, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:39:15,296 - wikidata12k_both - [INFO] - [E:164| 800]: Train Loss:0.00094272, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:40:19,489 - wikidata12k_both - [INFO] - [E:164| 900]: Train Loss:0.00094252, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:41:23,683 - wikidata12k_both - [INFO] - [E:164| 1000]: Train Loss:0.00094281, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:42:27,846 - wikidata12k_both - [INFO] - [E:164| 1100]: Train Loss:0.00094313, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:43:31,953 - wikidata12k_both - [INFO] - [E:164| 1200]: Train Loss:0.00094304, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:44:36,079 - wikidata12k_both - [INFO] - [E:164| 1300]: Train Loss:0.00094326, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:45:40,256 - wikidata12k_both - [INFO] - [E:164| 1400]: Train Loss:0.00094312, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:46:44,442 - wikidata12k_both - [INFO] - [E:164| 1500]: Train Loss:0.00094314, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:47:48,727 - wikidata12k_both - [INFO] - [E:164| 1600]: Train Loss:0.0009428, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:48:30,621 - wikidata12k_both - [INFO] - [Epoch:164]: Training Loss:0.0009426
2023-06-07 15:48:30,841 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 15:48:52,548 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 15:48:59,180 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 15:49:21,061 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 15:49:27,525 - wikidata12k_both - [INFO] - [Evaluating Epoch 164 valid]:
MRR: Tail : 0.52531, Head : 0.36274, Avg : 0.44402
2023-06-07 15:49:27,525 - wikidata12k_both - [INFO] - [Epoch 164]: Training Loss: 0.00094256, Valid MRR: 0.45226,
2023-06-07 15:49:28,182 - wikidata12k_both - [INFO] - [E:165| 0]: Train Loss:0.00093513, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:50:32,427 - wikidata12k_both - [INFO] - [E:165| 100]: Train Loss:0.00094316, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:51:36,603 - wikidata12k_both - [INFO] - [E:165| 200]: Train Loss:0.00094132, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:52:40,841 - wikidata12k_both - [INFO] - [E:165| 300]: Train Loss:0.0009408, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:53:45,033 - wikidata12k_both - [INFO] - [E:165| 400]: Train Loss:0.0009417, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:54:49,166 - wikidata12k_both - [INFO] - [E:165| 500]: Train Loss:0.0009426, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:55:53,307 - wikidata12k_both - [INFO] - [E:165| 600]: Train Loss:0.00094305, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:56:57,433 - wikidata12k_both - [INFO] - [E:165| 700]: Train Loss:0.00094346, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:58:01,523 - wikidata12k_both - [INFO] - [E:165| 800]: Train Loss:0.00094315, Val MRR:0.45226, wikidata12k_both
2023-06-07 15:59:05,657 - wikidata12k_both - [INFO] - [E:165| 900]: Train Loss:0.00094296, Val MRR:0.45226, wikidata12k_both
2023-06-07 16:00:09,851 - wikidata12k_both - [INFO] - [E:165| 1000]: Train Loss:0.00094298, Val MRR:0.45226, wikidata12k_both
2023-06-07 16:01:14,061 - wikidata12k_both - [INFO] - [E:165| 1100]: Train Loss:0.00094254, Val MRR:0.45226, wikidata12k_both
2023-06-07 16:02:18,357 - wikidata12k_both - [INFO] - [E:165| 1200]: Train Loss:0.00094266, Val MRR:0.45226, wikidata12k_both
2023-06-07 16:03:22,432 - wikidata12k_both - [INFO] - [E:165| 1300]: Train Loss:0.00094266, Val MRR:0.45226, wikidata12k_both
2023-06-07 16:04:26,517 - wikidata12k_both - [INFO] - [E:165| 1400]: Train Loss:0.00094237, Val MRR:0.45226, wikidata12k_both
2023-06-07 16:05:30,739 - wikidata12k_both - [INFO] - [E:165| 1500]: Train Loss:0.00094222, Val MRR:0.45226, wikidata12k_both
2023-06-07 16:06:34,843 - wikidata12k_both - [INFO] - [E:165| 1600]: Train Loss:0.0009421, Val MRR:0.45226, wikidata12k_both
2023-06-07 16:07:16,741 - wikidata12k_both - [INFO] - [Epoch:165]: Training Loss:0.0009423
2023-06-07 16:07:16,961 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 16:07:38,631 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 16:07:45,261 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 16:08:07,219 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 16:08:13,704 - wikidata12k_both - [INFO] - [Evaluating Epoch 165 valid]:
MRR: Tail : 0.51976, Head : 0.38951, Avg : 0.45463
2023-06-07 16:08:14,698 - wikidata12k_both - [INFO] - [Epoch 165]: Training Loss: 0.00094227, Valid MRR: 0.45463,
2023-06-07 16:08:15,354 - wikidata12k_both - [INFO] - [E:166| 0]: Train Loss:0.00092634, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:09:19,592 - wikidata12k_both - [INFO] - [E:166| 100]: Train Loss:0.00094098, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:10:23,839 - wikidata12k_both - [INFO] - [E:166| 200]: Train Loss:0.00094252, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:11:28,102 - wikidata12k_both - [INFO] - [E:166| 300]: Train Loss:0.00094291, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:12:32,182 - wikidata12k_both - [INFO] - [E:166| 400]: Train Loss:0.00094154, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:13:36,279 - wikidata12k_both - [INFO] - [E:166| 500]: Train Loss:0.00094121, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:14:40,423 - wikidata12k_both - [INFO] - [E:166| 600]: Train Loss:0.00094205, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:15:44,499 - wikidata12k_both - [INFO] - [E:166| 700]: Train Loss:0.00094178, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:16:48,678 - wikidata12k_both - [INFO] - [E:166| 800]: Train Loss:0.0009415, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:17:52,857 - wikidata12k_both - [INFO] - [E:166| 900]: Train Loss:0.00094187, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:18:56,967 - wikidata12k_both - [INFO] - [E:166| 1000]: Train Loss:0.00094199, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:20:01,071 - wikidata12k_both - [INFO] - [E:166| 1100]: Train Loss:0.00094206, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:21:05,174 - wikidata12k_both - [INFO] - [E:166| 1200]: Train Loss:0.00094216, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:22:09,453 - wikidata12k_both - [INFO] - [E:166| 1300]: Train Loss:0.00094206, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:23:13,686 - wikidata12k_both - [INFO] - [E:166| 1400]: Train Loss:0.00094198, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:24:17,883 - wikidata12k_both - [INFO] - [E:166| 1500]: Train Loss:0.00094207, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:25:22,084 - wikidata12k_both - [INFO] - [E:166| 1600]: Train Loss:0.00094178, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:26:04,095 - wikidata12k_both - [INFO] - [Epoch:166]: Training Loss:0.0009418
2023-06-07 16:26:04,315 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 16:26:25,992 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 16:26:32,615 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 16:26:54,499 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 16:27:00,962 - wikidata12k_both - [INFO] - [Evaluating Epoch 166 valid]:
MRR: Tail : 0.52371, Head : 0.38184, Avg : 0.45278
2023-06-07 16:27:00,962 - wikidata12k_both - [INFO] - [Epoch 166]: Training Loss: 0.00094182, Valid MRR: 0.45463,
2023-06-07 16:27:01,617 - wikidata12k_both - [INFO] - [E:167| 0]: Train Loss:0.00093636, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:28:05,782 - wikidata12k_both - [INFO] - [E:167| 100]: Train Loss:0.00094267, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:29:10,205 - wikidata12k_both - [INFO] - [E:167| 200]: Train Loss:0.00094309, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:30:15,191 - wikidata12k_both - [INFO] - [E:167| 300]: Train Loss:0.00094255, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:31:19,249 - wikidata12k_both - [INFO] - [E:167| 400]: Train Loss:0.00094193, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:32:23,362 - wikidata12k_both - [INFO] - [E:167| 500]: Train Loss:0.0009418, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:33:27,432 - wikidata12k_both - [INFO] - [E:167| 600]: Train Loss:0.00094206, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:34:31,482 - wikidata12k_both - [INFO] - [E:167| 700]: Train Loss:0.00094181, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:35:35,538 - wikidata12k_both - [INFO] - [E:167| 800]: Train Loss:0.00094183, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:36:39,604 - wikidata12k_both - [INFO] - [E:167| 900]: Train Loss:0.00094203, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:37:43,789 - wikidata12k_both - [INFO] - [E:167| 1000]: Train Loss:0.00094187, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:38:47,857 - wikidata12k_both - [INFO] - [E:167| 1100]: Train Loss:0.00094176, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:39:51,938 - wikidata12k_both - [INFO] - [E:167| 1200]: Train Loss:0.00094197, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:40:56,110 - wikidata12k_both - [INFO] - [E:167| 1300]: Train Loss:0.00094177, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:42:00,181 - wikidata12k_both - [INFO] - [E:167| 1400]: Train Loss:0.00094173, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:43:04,306 - wikidata12k_both - [INFO] - [E:167| 1500]: Train Loss:0.00094172, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:44:08,541 - wikidata12k_both - [INFO] - [E:167| 1600]: Train Loss:0.00094149, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:44:50,485 - wikidata12k_both - [INFO] - [Epoch:167]: Training Loss:0.0009416
2023-06-07 16:44:50,704 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 16:45:12,366 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 16:45:18,986 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 16:45:40,854 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 16:45:47,322 - wikidata12k_both - [INFO] - [Evaluating Epoch 167 valid]:
MRR: Tail : 0.52266, Head : 0.33681, Avg : 0.42973
2023-06-07 16:45:47,322 - wikidata12k_both - [INFO] - [Epoch 167]: Training Loss: 0.0009416, Valid MRR: 0.45463,
2023-06-07 16:45:47,978 - wikidata12k_both - [INFO] - [E:168| 0]: Train Loss:0.0009503, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:46:52,145 - wikidata12k_both - [INFO] - [E:168| 100]: Train Loss:0.00094203, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:47:56,217 - wikidata12k_both - [INFO] - [E:168| 200]: Train Loss:0.00094, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:49:00,313 - wikidata12k_both - [INFO] - [E:168| 300]: Train Loss:0.00093987, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:50:04,547 - wikidata12k_both - [INFO] - [E:168| 400]: Train Loss:0.0009399, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:51:08,795 - wikidata12k_both - [INFO] - [E:168| 500]: Train Loss:0.00094052, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:52:12,977 - wikidata12k_both - [INFO] - [E:168| 600]: Train Loss:0.00094023, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:52:25,479 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False}
2023-06-07 16:53:08,375 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '3', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 64, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False}
2023-06-07 16:53:18,510 - wikidata12k_both - [INFO] - [E:168| 700]: Train Loss:0.00094042, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:53:19,684 - wikidata12k_both - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_both
2023-06-07 16:53:46,615 - wikidata12k_both - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_both
2023-06-07 16:54:13,537 - wikidata12k_both - [INFO] - [Test, Tail_Batch Step 200] wikidata12k_both
2023-06-07 16:54:27,890 - wikidata12k_both - [INFO] - [Test, Head_Batch Step 0] wikidata12k_both
2023-06-07 16:54:54,956 - wikidata12k_both - [INFO] - [Test, Head_Batch Step 100] wikidata12k_both
2023-06-07 16:55:21,971 - wikidata12k_both - [INFO] - [Test, Head_Batch Step 200] wikidata12k_both
2023-06-07 16:55:29,822 - wikidata12k_both - [INFO] - [E:168| 800]: Train Loss:0.00094038, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:55:36,076 - wikidata12k_both - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.49125, Head : 0.3441, Avg : 0.41767
MR: Tail : 857.1, Head : 903.4, Avg : 880.25
Hit-1: Tail : 0.40698, Head : 0.2515, Avg : 0.32924
Hit-3: Tail : 0.54579, Head : 0.38333, Avg : 0.46456
Hit-10: Tail : 0.64069, Head : 0.54437, Avg : 0.59253
2023-06-07 16:56:37,138 - wikidata12k_both - [INFO] - [E:168| 900]: Train Loss:0.00094064, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:57:41,313 - wikidata12k_both - [INFO] - [E:168| 1000]: Train Loss:0.00094093, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:58:45,578 - wikidata12k_both - [INFO] - [E:168| 1100]: Train Loss:0.00094096, Val MRR:0.45463, wikidata12k_both
2023-06-07 16:59:49,799 - wikidata12k_both - [INFO] - [E:168| 1200]: Train Loss:0.00094091, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:00:53,946 - wikidata12k_both - [INFO] - [E:168| 1300]: Train Loss:0.00094126, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:01:58,168 - wikidata12k_both - [INFO] - [E:168| 1400]: Train Loss:0.00094133, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:03:02,388 - wikidata12k_both - [INFO] - [E:168| 1500]: Train Loss:0.00094148, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:04:06,621 - wikidata12k_both - [INFO] - [E:168| 1600]: Train Loss:0.00094141, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:04:48,575 - wikidata12k_both - [INFO] - [Epoch:168]: Training Loss:0.0009416
2023-06-07 17:04:48,795 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 17:05:10,488 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 17:05:17,113 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 17:05:39,001 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 17:05:45,470 - wikidata12k_both - [INFO] - [Evaluating Epoch 168 valid]:
MRR: Tail : 0.51711, Head : 0.33922, Avg : 0.42816
2023-06-07 17:05:45,470 - wikidata12k_both - [INFO] - [Epoch 168]: Training Loss: 0.00094155, Valid MRR: 0.45463,
2023-06-07 17:05:46,125 - wikidata12k_both - [INFO] - [E:169| 0]: Train Loss:0.00093616, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:06:50,251 - wikidata12k_both - [INFO] - [E:169| 100]: Train Loss:0.00094306, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:07:54,474 - wikidata12k_both - [INFO] - [E:169| 200]: Train Loss:0.00094022, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:08:58,596 - wikidata12k_both - [INFO] - [E:169| 300]: Train Loss:0.00094037, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:10:02,726 - wikidata12k_both - [INFO] - [E:169| 400]: Train Loss:0.00094007, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:11:06,938 - wikidata12k_both - [INFO] - [E:169| 500]: Train Loss:0.00094054, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:12:11,119 - wikidata12k_both - [INFO] - [E:169| 600]: Train Loss:0.0009412, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:13:15,426 - wikidata12k_both - [INFO] - [E:169| 700]: Train Loss:0.00094108, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:14:19,566 - wikidata12k_both - [INFO] - [E:169| 800]: Train Loss:0.00094117, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:15:23,839 - wikidata12k_both - [INFO] - [E:169| 900]: Train Loss:0.00094115, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:16:28,102 - wikidata12k_both - [INFO] - [E:169| 1000]: Train Loss:0.00094169, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:17:32,297 - wikidata12k_both - [INFO] - [E:169| 1100]: Train Loss:0.00094165, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:18:36,470 - wikidata12k_both - [INFO] - [E:169| 1200]: Train Loss:0.00094167, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:19:40,659 - wikidata12k_both - [INFO] - [E:169| 1300]: Train Loss:0.00094158, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:20:44,799 - wikidata12k_both - [INFO] - [E:169| 1400]: Train Loss:0.00094149, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:21:48,979 - wikidata12k_both - [INFO] - [E:169| 1500]: Train Loss:0.00094141, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:22:53,240 - wikidata12k_both - [INFO] - [E:169| 1600]: Train Loss:0.00094139, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:23:35,200 - wikidata12k_both - [INFO] - [Epoch:169]: Training Loss:0.0009414
2023-06-07 17:23:35,420 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 17:23:57,152 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 17:24:03,789 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 17:24:25,683 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 17:24:32,150 - wikidata12k_both - [INFO] - [Evaluating Epoch 169 valid]:
MRR: Tail : 0.52102, Head : 0.38368, Avg : 0.45235
MR: Tail : 850.97, Head : 807.38, Avg : 829.17
Hit-1: Tail : 0.43844, Head : 0.28647, Avg : 0.36245
Hit-3: Tail : 0.57054, Head : 0.43844, Avg : 0.50449
Hit-10: Tail : 0.67038, Head : 0.58467, Avg : 0.62752
2023-06-07 17:24:32,150 - wikidata12k_both - [INFO] - [Epoch 169]: Training Loss: 0.00094141, Valid MRR: 0.45463,
2023-06-07 17:24:32,807 - wikidata12k_both - [INFO] - [E:170| 0]: Train Loss:0.00092261, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:25:37,075 - wikidata12k_both - [INFO] - [E:170| 100]: Train Loss:0.00094118, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:26:41,364 - wikidata12k_both - [INFO] - [E:170| 200]: Train Loss:0.00094053, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:27:45,691 - wikidata12k_both - [INFO] - [E:170| 300]: Train Loss:0.00094025, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:28:49,815 - wikidata12k_both - [INFO] - [E:170| 400]: Train Loss:0.00093983, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:29:53,920 - wikidata12k_both - [INFO] - [E:170| 500]: Train Loss:0.00093938, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:30:58,146 - wikidata12k_both - [INFO] - [E:170| 600]: Train Loss:0.00093944, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:32:02,325 - wikidata12k_both - [INFO] - [E:170| 700]: Train Loss:0.00093962, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:33:06,505 - wikidata12k_both - [INFO] - [E:170| 800]: Train Loss:0.00094047, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:34:10,691 - wikidata12k_both - [INFO] - [E:170| 900]: Train Loss:0.0009406, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:35:14,897 - wikidata12k_both - [INFO] - [E:170| 1000]: Train Loss:0.00094042, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:36:19,210 - wikidata12k_both - [INFO] - [E:170| 1100]: Train Loss:0.00094009, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:37:23,507 - wikidata12k_both - [INFO] - [E:170| 1200]: Train Loss:0.00094034, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:38:27,739 - wikidata12k_both - [INFO] - [E:170| 1300]: Train Loss:0.00094047, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:39:31,906 - wikidata12k_both - [INFO] - [E:170| 1400]: Train Loss:0.00094087, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:40:36,202 - wikidata12k_both - [INFO] - [E:170| 1500]: Train Loss:0.00094095, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:41:40,406 - wikidata12k_both - [INFO] - [E:170| 1600]: Train Loss:0.00094097, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:42:22,323 - wikidata12k_both - [INFO] - [Epoch:170]: Training Loss:0.0009413
2023-06-07 17:42:22,543 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 17:42:44,293 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 17:42:50,943 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 17:43:12,839 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 17:43:19,303 - wikidata12k_both - [INFO] - [Evaluating Epoch 170 valid]:
MRR: Tail : 0.5209, Head : 0.35584, Avg : 0.43837
2023-06-07 17:43:19,303 - wikidata12k_both - [INFO] - [Epoch 170]: Training Loss: 0.00094129, Valid MRR: 0.45463,
2023-06-07 17:43:19,959 - wikidata12k_both - [INFO] - [E:171| 0]: Train Loss:0.00091484, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:44:24,196 - wikidata12k_both - [INFO] - [E:171| 100]: Train Loss:0.00093941, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:45:28,348 - wikidata12k_both - [INFO] - [E:171| 200]: Train Loss:0.00093984, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:46:32,494 - wikidata12k_both - [INFO] - [E:171| 300]: Train Loss:0.0009405, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:47:36,650 - wikidata12k_both - [INFO] - [E:171| 400]: Train Loss:0.00094035, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:48:40,859 - wikidata12k_both - [INFO] - [E:171| 500]: Train Loss:0.00094036, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:49:45,022 - wikidata12k_both - [INFO] - [E:171| 600]: Train Loss:0.00093992, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:50:49,169 - wikidata12k_both - [INFO] - [E:171| 700]: Train Loss:0.00094001, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:51:53,438 - wikidata12k_both - [INFO] - [E:171| 800]: Train Loss:0.00094027, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:52:57,685 - wikidata12k_both - [INFO] - [E:171| 900]: Train Loss:0.00094047, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:54:01,974 - wikidata12k_both - [INFO] - [E:171| 1000]: Train Loss:0.00094067, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:55:06,192 - wikidata12k_both - [INFO] - [E:171| 1100]: Train Loss:0.00094118, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:56:10,357 - wikidata12k_both - [INFO] - [E:171| 1200]: Train Loss:0.00094136, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:57:14,490 - wikidata12k_both - [INFO] - [E:171| 1300]: Train Loss:0.00094146, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:58:18,737 - wikidata12k_both - [INFO] - [E:171| 1400]: Train Loss:0.00094125, Val MRR:0.45463, wikidata12k_both
2023-06-07 17:59:22,966 - wikidata12k_both - [INFO] - [E:171| 1500]: Train Loss:0.00094138, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:00:27,283 - wikidata12k_both - [INFO] - [E:171| 1600]: Train Loss:0.00094122, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:01:09,225 - wikidata12k_both - [INFO] - [Epoch:171]: Training Loss:0.0009413
2023-06-07 18:01:09,445 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 18:01:31,130 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 18:01:37,761 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 18:01:59,663 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 18:02:06,126 - wikidata12k_both - [INFO] - [Evaluating Epoch 171 valid]:
MRR: Tail : 0.52229, Head : 0.37274, Avg : 0.44752
2023-06-07 18:02:06,126 - wikidata12k_both - [INFO] - [Epoch 171]: Training Loss: 0.00094129, Valid MRR: 0.45463,
2023-06-07 18:02:06,782 - wikidata12k_both - [INFO] - [E:172| 0]: Train Loss:0.00094159, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:03:10,938 - wikidata12k_both - [INFO] - [E:172| 100]: Train Loss:0.00094209, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:04:15,205 - wikidata12k_both - [INFO] - [E:172| 200]: Train Loss:0.00094115, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:05:19,440 - wikidata12k_both - [INFO] - [E:172| 300]: Train Loss:0.00094079, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:06:23,704 - wikidata12k_both - [INFO] - [E:172| 400]: Train Loss:0.0009405, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:07:27,818 - wikidata12k_both - [INFO] - [E:172| 500]: Train Loss:0.00094095, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:08:31,940 - wikidata12k_both - [INFO] - [E:172| 600]: Train Loss:0.00094079, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:09:36,167 - wikidata12k_both - [INFO] - [E:172| 700]: Train Loss:0.00094119, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:10:40,431 - wikidata12k_both - [INFO] - [E:172| 800]: Train Loss:0.00094128, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:11:44,734 - wikidata12k_both - [INFO] - [E:172| 900]: Train Loss:0.00094125, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:12:49,003 - wikidata12k_both - [INFO] - [E:172| 1000]: Train Loss:0.0009415, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:13:53,258 - wikidata12k_both - [INFO] - [E:172| 1100]: Train Loss:0.00094168, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:14:57,419 - wikidata12k_both - [INFO] - [E:172| 1200]: Train Loss:0.00094156, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:16:01,718 - wikidata12k_both - [INFO] - [E:172| 1300]: Train Loss:0.00094148, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:17:05,905 - wikidata12k_both - [INFO] - [E:172| 1400]: Train Loss:0.00094142, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:18:10,215 - wikidata12k_both - [INFO] - [E:172| 1500]: Train Loss:0.00094124, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:19:14,430 - wikidata12k_both - [INFO] - [E:172| 1600]: Train Loss:0.000941, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:19:56,341 - wikidata12k_both - [INFO] - [Epoch:172]: Training Loss:0.000941
2023-06-07 18:19:56,561 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 18:20:18,275 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 18:20:24,908 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 18:20:46,802 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 18:20:53,278 - wikidata12k_both - [INFO] - [Evaluating Epoch 172 valid]:
MRR: Tail : 0.52027, Head : 0.36194, Avg : 0.4411
2023-06-07 18:20:53,278 - wikidata12k_both - [INFO] - [Epoch 172]: Training Loss: 0.00094096, Valid MRR: 0.45463,
2023-06-07 18:20:53,936 - wikidata12k_both - [INFO] - [E:173| 0]: Train Loss:0.00092675, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:21:58,287 - wikidata12k_both - [INFO] - [E:173| 100]: Train Loss:0.00094, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:23:02,488 - wikidata12k_both - [INFO] - [E:173| 200]: Train Loss:0.00094197, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:24:06,752 - wikidata12k_both - [INFO] - [E:173| 300]: Train Loss:0.0009412, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:25:10,930 - wikidata12k_both - [INFO] - [E:173| 400]: Train Loss:0.00094037, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:26:15,075 - wikidata12k_both - [INFO] - [E:173| 500]: Train Loss:0.00094042, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:27:19,354 - wikidata12k_both - [INFO] - [E:173| 600]: Train Loss:0.00094037, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:28:23,632 - wikidata12k_both - [INFO] - [E:173| 700]: Train Loss:0.00094049, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:29:27,751 - wikidata12k_both - [INFO] - [E:173| 800]: Train Loss:0.00094076, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:30:31,919 - wikidata12k_both - [INFO] - [E:173| 900]: Train Loss:0.00094125, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:31:36,137 - wikidata12k_both - [INFO] - [E:173| 1000]: Train Loss:0.00094089, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:32:40,365 - wikidata12k_both - [INFO] - [E:173| 1100]: Train Loss:0.00094077, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:33:44,636 - wikidata12k_both - [INFO] - [E:173| 1200]: Train Loss:0.00094083, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:34:48,904 - wikidata12k_both - [INFO] - [E:173| 1300]: Train Loss:0.00094071, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:35:53,093 - wikidata12k_both - [INFO] - [E:173| 1400]: Train Loss:0.00094068, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:36:57,278 - wikidata12k_both - [INFO] - [E:173| 1500]: Train Loss:0.00094075, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:38:01,509 - wikidata12k_both - [INFO] - [E:173| 1600]: Train Loss:0.00094089, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:38:43,478 - wikidata12k_both - [INFO] - [Epoch:173]: Training Loss:0.000941
2023-06-07 18:38:43,698 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 18:39:05,462 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 18:39:12,101 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 18:39:33,998 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 18:39:40,467 - wikidata12k_both - [INFO] - [Evaluating Epoch 173 valid]:
MRR: Tail : 0.51944, Head : 0.35963, Avg : 0.43953
2023-06-07 18:39:40,467 - wikidata12k_both - [INFO] - [Epoch 173]: Training Loss: 0.00094104, Valid MRR: 0.45463,
2023-06-07 18:39:41,122 - wikidata12k_both - [INFO] - [E:174| 0]: Train Loss:0.00095672, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:40:45,381 - wikidata12k_both - [INFO] - [E:174| 100]: Train Loss:0.0009406, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:41:49,676 - wikidata12k_both - [INFO] - [E:174| 200]: Train Loss:0.00094046, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:42:53,838 - wikidata12k_both - [INFO] - [E:174| 300]: Train Loss:0.00094036, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:43:57,949 - wikidata12k_both - [INFO] - [E:174| 400]: Train Loss:0.00094062, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:45:02,141 - wikidata12k_both - [INFO] - [E:174| 500]: Train Loss:0.00094003, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:46:06,286 - wikidata12k_both - [INFO] - [E:174| 600]: Train Loss:0.00094032, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:47:10,415 - wikidata12k_both - [INFO] - [E:174| 700]: Train Loss:0.00094024, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:48:14,587 - wikidata12k_both - [INFO] - [E:174| 800]: Train Loss:0.00094034, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:49:18,684 - wikidata12k_both - [INFO] - [E:174| 900]: Train Loss:0.00094077, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:50:22,847 - wikidata12k_both - [INFO] - [E:174| 1000]: Train Loss:0.00094084, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:51:27,064 - wikidata12k_both - [INFO] - [E:174| 1100]: Train Loss:0.00094065, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:52:31,216 - wikidata12k_both - [INFO] - [E:174| 1200]: Train Loss:0.00094071, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:53:35,508 - wikidata12k_both - [INFO] - [E:174| 1300]: Train Loss:0.00094065, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:54:39,929 - wikidata12k_both - [INFO] - [E:174| 1400]: Train Loss:0.00094084, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:56:05,519 - wikidata12k_both - [INFO] - [E:174| 1500]: Train Loss:0.00094064, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:57:09,964 - wikidata12k_both - [INFO] - [E:174| 1600]: Train Loss:0.00094071, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:57:52,004 - wikidata12k_both - [INFO] - [Epoch:174]: Training Loss:0.0009406
2023-06-07 18:57:52,224 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 18:58:14,425 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 18:58:22,323 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 18:58:44,199 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 18:58:50,672 - wikidata12k_both - [INFO] - [Evaluating Epoch 174 valid]:
MRR: Tail : 0.52281, Head : 0.37799, Avg : 0.4504
2023-06-07 18:58:50,672 - wikidata12k_both - [INFO] - [Epoch 174]: Training Loss: 0.00094063, Valid MRR: 0.45463,
2023-06-07 18:58:51,329 - wikidata12k_both - [INFO] - [E:175| 0]: Train Loss:0.00090906, Val MRR:0.45463, wikidata12k_both
2023-06-07 18:59:55,441 - wikidata12k_both - [INFO] - [E:175| 100]: Train Loss:0.00094088, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:00:59,624 - wikidata12k_both - [INFO] - [E:175| 200]: Train Loss:0.00094275, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:02:03,809 - wikidata12k_both - [INFO] - [E:175| 300]: Train Loss:0.00094106, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:03:08,070 - wikidata12k_both - [INFO] - [E:175| 400]: Train Loss:0.00094047, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:04:12,266 - wikidata12k_both - [INFO] - [E:175| 500]: Train Loss:0.00093965, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:05:16,469 - wikidata12k_both - [INFO] - [E:175| 600]: Train Loss:0.00094013, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:06:20,804 - wikidata12k_both - [INFO] - [E:175| 700]: Train Loss:0.00094045, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:07:25,075 - wikidata12k_both - [INFO] - [E:175| 800]: Train Loss:0.00094066, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:08:29,307 - wikidata12k_both - [INFO] - [E:175| 900]: Train Loss:0.00094061, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:09:33,518 - wikidata12k_both - [INFO] - [E:175| 1000]: Train Loss:0.00094061, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:10:37,684 - wikidata12k_both - [INFO] - [E:175| 1100]: Train Loss:0.00094063, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:11:41,806 - wikidata12k_both - [INFO] - [E:175| 1200]: Train Loss:0.00094044, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:12:45,980 - wikidata12k_both - [INFO] - [E:175| 1300]: Train Loss:0.00094037, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:13:50,129 - wikidata12k_both - [INFO] - [E:175| 1400]: Train Loss:0.00094039, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:14:54,217 - wikidata12k_both - [INFO] - [E:175| 1500]: Train Loss:0.00094001, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:15:58,384 - wikidata12k_both - [INFO] - [E:175| 1600]: Train Loss:0.00094002, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:16:40,270 - wikidata12k_both - [INFO] - [Epoch:175]: Training Loss:0.0009403
2023-06-07 19:16:40,491 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 19:17:02,198 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 19:17:08,825 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 19:17:30,703 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 19:17:37,166 - wikidata12k_both - [INFO] - [Evaluating Epoch 175 valid]:
MRR: Tail : 0.5246, Head : 0.37224, Avg : 0.44842
2023-06-07 19:17:37,166 - wikidata12k_both - [INFO] - [Epoch 175]: Training Loss: 0.00094028, Valid MRR: 0.45463,
2023-06-07 19:17:37,822 - wikidata12k_both - [INFO] - [E:176| 0]: Train Loss:0.00092126, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:18:42,034 - wikidata12k_both - [INFO] - [E:176| 100]: Train Loss:0.00093713, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:19:46,232 - wikidata12k_both - [INFO] - [E:176| 200]: Train Loss:0.00093917, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:20:50,507 - wikidata12k_both - [INFO] - [E:176| 300]: Train Loss:0.00093854, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:21:54,800 - wikidata12k_both - [INFO] - [E:176| 400]: Train Loss:0.00093832, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:22:59,067 - wikidata12k_both - [INFO] - [E:176| 500]: Train Loss:0.00093851, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:24:03,294 - wikidata12k_both - [INFO] - [E:176| 600]: Train Loss:0.00093936, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:25:07,384 - wikidata12k_both - [INFO] - [E:176| 700]: Train Loss:0.0009394, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:26:11,559 - wikidata12k_both - [INFO] - [E:176| 800]: Train Loss:0.00093949, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:27:15,776 - wikidata12k_both - [INFO] - [E:176| 900]: Train Loss:0.00093927, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:28:19,966 - wikidata12k_both - [INFO] - [E:176| 1000]: Train Loss:0.00093942, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:29:24,275 - wikidata12k_both - [INFO] - [E:176| 1100]: Train Loss:0.00093952, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:30:28,544 - wikidata12k_both - [INFO] - [E:176| 1200]: Train Loss:0.00093973, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:31:32,677 - wikidata12k_both - [INFO] - [E:176| 1300]: Train Loss:0.00093994, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:32:36,947 - wikidata12k_both - [INFO] - [E:176| 1400]: Train Loss:0.00094032, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:33:41,421 - wikidata12k_both - [INFO] - [E:176| 1500]: Train Loss:0.00094025, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:35:12,953 - wikidata12k_both - [INFO] - [E:176| 1600]: Train Loss:0.00094012, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:36:37,897 - wikidata12k_both - [INFO] - [Epoch:176]: Training Loss:0.0009403
2023-06-07 19:36:38,360 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 19:37:23,640 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 19:37:37,375 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 19:38:22,759 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 19:38:36,184 - wikidata12k_both - [INFO] - [Evaluating Epoch 176 valid]:
MRR: Tail : 0.52405, Head : 0.28117, Avg : 0.40261
2023-06-07 19:38:36,184 - wikidata12k_both - [INFO] - [Epoch 176]: Training Loss: 0.00094031, Valid MRR: 0.45463,
2023-06-07 19:38:37,475 - wikidata12k_both - [INFO] - [E:177| 0]: Train Loss:0.00091965, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:40:46,391 - wikidata12k_both - [INFO] - [E:177| 100]: Train Loss:0.00094186, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:42:53,916 - wikidata12k_both - [INFO] - [E:177| 200]: Train Loss:0.00094098, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:45:03,064 - wikidata12k_both - [INFO] - [E:177| 300]: Train Loss:0.00094146, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:47:10,955 - wikidata12k_both - [INFO] - [E:177| 400]: Train Loss:0.00094067, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:49:19,341 - wikidata12k_both - [INFO] - [E:177| 500]: Train Loss:0.00094063, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:51:27,503 - wikidata12k_both - [INFO] - [E:177| 600]: Train Loss:0.00094088, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:53:36,416 - wikidata12k_both - [INFO] - [E:177| 700]: Train Loss:0.00094101, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:55:44,985 - wikidata12k_both - [INFO] - [E:177| 800]: Train Loss:0.00094093, Val MRR:0.45463, wikidata12k_both
2023-06-07 19:57:53,659 - wikidata12k_both - [INFO] - [E:177| 900]: Train Loss:0.00094102, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:00:02,162 - wikidata12k_both - [INFO] - [E:177| 1000]: Train Loss:0.00094069, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:02:09,801 - wikidata12k_both - [INFO] - [E:177| 1100]: Train Loss:0.00094053, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:04:17,618 - wikidata12k_both - [INFO] - [E:177| 1200]: Train Loss:0.00094036, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:06:25,794 - wikidata12k_both - [INFO] - [E:177| 1300]: Train Loss:0.00094025, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:08:34,059 - wikidata12k_both - [INFO] - [E:177| 1400]: Train Loss:0.00094005, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:10:42,163 - wikidata12k_both - [INFO] - [E:177| 1500]: Train Loss:0.00094035, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:12:50,673 - wikidata12k_both - [INFO] - [E:177| 1600]: Train Loss:0.00094037, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:14:14,472 - wikidata12k_both - [INFO] - [Epoch:177]: Training Loss:0.0009402
2023-06-07 20:14:14,939 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 20:14:59,842 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 20:15:13,643 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 20:15:58,606 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 20:16:11,941 - wikidata12k_both - [INFO] - [Evaluating Epoch 177 valid]:
MRR: Tail : 0.52389, Head : 0.35888, Avg : 0.44139
2023-06-07 20:16:11,941 - wikidata12k_both - [INFO] - [Epoch 177]: Training Loss: 0.00094017, Valid MRR: 0.45463,
2023-06-07 20:16:13,250 - wikidata12k_both - [INFO] - [E:178| 0]: Train Loss:0.00093221, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:18:22,227 - wikidata12k_both - [INFO] - [E:178| 100]: Train Loss:0.00093822, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:20:29,961 - wikidata12k_both - [INFO] - [E:178| 200]: Train Loss:0.00093734, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:22:38,253 - wikidata12k_both - [INFO] - [E:178| 300]: Train Loss:0.00093841, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:24:47,378 - wikidata12k_both - [INFO] - [E:178| 400]: Train Loss:0.00093844, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:26:55,768 - wikidata12k_both - [INFO] - [E:178| 500]: Train Loss:0.00093899, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:29:04,514 - wikidata12k_both - [INFO] - [E:178| 600]: Train Loss:0.00093916, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:31:12,417 - wikidata12k_both - [INFO] - [E:178| 700]: Train Loss:0.00093959, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:33:21,238 - wikidata12k_both - [INFO] - [E:178| 800]: Train Loss:0.00093974, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:35:28,677 - wikidata12k_both - [INFO] - [E:178| 900]: Train Loss:0.00093972, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:37:37,828 - wikidata12k_both - [INFO] - [E:178| 1000]: Train Loss:0.00093987, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:39:45,756 - wikidata12k_both - [INFO] - [E:178| 1100]: Train Loss:0.00093961, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:41:54,652 - wikidata12k_both - [INFO] - [E:178| 1200]: Train Loss:0.00093964, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:44:02,779 - wikidata12k_both - [INFO] - [E:178| 1300]: Train Loss:0.00093988, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:46:11,613 - wikidata12k_both - [INFO] - [E:178| 1400]: Train Loss:0.00094015, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:48:19,607 - wikidata12k_both - [INFO] - [E:178| 1500]: Train Loss:0.00094045, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:50:28,880 - wikidata12k_both - [INFO] - [E:178| 1600]: Train Loss:0.00094012, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:51:52,704 - wikidata12k_both - [INFO] - [Epoch:178]: Training Loss:0.0009401
2023-06-07 20:51:53,164 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 20:52:37,502 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 20:52:50,938 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 20:53:36,010 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 20:53:49,264 - wikidata12k_both - [INFO] - [Evaluating Epoch 178 valid]:
MRR: Tail : 0.51923, Head : 0.36102, Avg : 0.44012
2023-06-07 20:53:49,264 - wikidata12k_both - [INFO] - [Epoch 178]: Training Loss: 0.00094005, Valid MRR: 0.45463,
2023-06-07 20:53:50,520 - wikidata12k_both - [INFO] - [E:179| 0]: Train Loss:0.00092882, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:55:58,892 - wikidata12k_both - [INFO] - [E:179| 100]: Train Loss:0.00094082, Val MRR:0.45463, wikidata12k_both
2023-06-07 20:58:07,213 - wikidata12k_both - [INFO] - [E:179| 200]: Train Loss:0.00094294, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:00:15,197 - wikidata12k_both - [INFO] - [E:179| 300]: Train Loss:0.00094508, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:02:23,239 - wikidata12k_both - [INFO] - [E:179| 400]: Train Loss:0.0009439, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:04:31,172 - wikidata12k_both - [INFO] - [E:179| 500]: Train Loss:0.00094277, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:06:39,907 - wikidata12k_both - [INFO] - [E:179| 600]: Train Loss:0.00094239, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:08:48,556 - wikidata12k_both - [INFO] - [E:179| 700]: Train Loss:0.00094182, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:10:44,225 - wikidata12k_both - [INFO] - [E:179| 800]: Train Loss:0.00094174, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:12:08,342 - wikidata12k_both - [INFO] - [E:179| 900]: Train Loss:0.00094171, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:13:32,467 - wikidata12k_both - [INFO] - [E:179| 1000]: Train Loss:0.00094152, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:14:56,934 - wikidata12k_both - [INFO] - [E:179| 1100]: Train Loss:0.00094113, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:16:21,220 - wikidata12k_both - [INFO] - [E:179| 1200]: Train Loss:0.00094103, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:17:45,748 - wikidata12k_both - [INFO] - [E:179| 1300]: Train Loss:0.00094118, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:19:42,265 - wikidata12k_both - [INFO] - [E:179| 1400]: Train Loss:0.00094118, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:21:50,037 - wikidata12k_both - [INFO] - [E:179| 1500]: Train Loss:0.00094104, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:23:58,397 - wikidata12k_both - [INFO] - [E:179| 1600]: Train Loss:0.00094105, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:25:21,622 - wikidata12k_both - [INFO] - [Epoch:179]: Training Loss:0.000941
2023-06-07 21:25:22,075 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 21:26:06,789 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 21:26:20,413 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 21:27:05,199 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 21:27:18,469 - wikidata12k_both - [INFO] - [Evaluating Epoch 179 valid]:
MRR: Tail : 0.52297, Head : 0.35111, Avg : 0.43704
MR: Tail : 844.73, Head : 805.27, Avg : 825.0
Hit-1: Tail : 0.43982, Head : 0.24768, Avg : 0.34375
Hit-3: Tail : 0.57108, Head : 0.39816, Avg : 0.48462
Hit-10: Tail : 0.67295, Head : 0.57287, Avg : 0.62291
2023-06-07 21:27:18,469 - wikidata12k_both - [INFO] - [Epoch 179]: Training Loss: 0.00094098, Valid MRR: 0.45463,
2023-06-07 21:27:19,764 - wikidata12k_both - [INFO] - [E:180| 0]: Train Loss:0.0010097, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:29:28,926 - wikidata12k_both - [INFO] - [E:180| 100]: Train Loss:0.00093946, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:31:36,705 - wikidata12k_both - [INFO] - [E:180| 200]: Train Loss:0.00093811, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:33:44,619 - wikidata12k_both - [INFO] - [E:180| 300]: Train Loss:0.00093918, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:35:52,959 - wikidata12k_both - [INFO] - [E:180| 400]: Train Loss:0.00093894, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:38:01,912 - wikidata12k_both - [INFO] - [E:180| 500]: Train Loss:0.00093939, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:40:09,937 - wikidata12k_both - [INFO] - [E:180| 600]: Train Loss:0.00094033, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:42:18,313 - wikidata12k_both - [INFO] - [E:180| 700]: Train Loss:0.00094015, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:44:29,424 - wikidata12k_both - [INFO] - [E:180| 800]: Train Loss:0.00094024, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:46:37,201 - wikidata12k_both - [INFO] - [E:180| 900]: Train Loss:0.0009404, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:48:47,017 - wikidata12k_both - [INFO] - [E:180| 1000]: Train Loss:0.0009408, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:50:55,611 - wikidata12k_both - [INFO] - [E:180| 1100]: Train Loss:0.00094082, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:53:05,073 - wikidata12k_both - [INFO] - [E:180| 1200]: Train Loss:0.00094089, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:55:14,431 - wikidata12k_both - [INFO] - [E:180| 1300]: Train Loss:0.000941, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:57:23,858 - wikidata12k_both - [INFO] - [E:180| 1400]: Train Loss:0.0009413, Val MRR:0.45463, wikidata12k_both
2023-06-07 21:59:32,594 - wikidata12k_both - [INFO] - [E:180| 1500]: Train Loss:0.00094118, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:01:41,386 - wikidata12k_both - [INFO] - [E:180| 1600]: Train Loss:0.00094095, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:03:04,840 - wikidata12k_both - [INFO] - [Epoch:180]: Training Loss:0.000941
2023-06-07 22:03:05,302 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 22:03:50,493 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 22:04:04,189 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 22:04:49,290 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 22:05:02,742 - wikidata12k_both - [INFO] - [Evaluating Epoch 180 valid]:
MRR: Tail : 0.52844, Head : 0.35678, Avg : 0.44261
2023-06-07 22:05:02,742 - wikidata12k_both - [INFO] - [Epoch 180]: Training Loss: 0.00094095, Valid MRR: 0.45463,
2023-06-07 22:05:04,087 - wikidata12k_both - [INFO] - [E:181| 0]: Train Loss:0.00092063, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:07:12,741 - wikidata12k_both - [INFO] - [E:181| 100]: Train Loss:0.00093769, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:09:22,891 - wikidata12k_both - [INFO] - [E:181| 200]: Train Loss:0.00093891, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:11:31,907 - wikidata12k_both - [INFO] - [E:181| 300]: Train Loss:0.00093925, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:13:41,676 - wikidata12k_both - [INFO] - [E:181| 400]: Train Loss:0.00093891, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:15:51,027 - wikidata12k_both - [INFO] - [E:181| 500]: Train Loss:0.0009396, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:17:59,908 - wikidata12k_both - [INFO] - [E:181| 600]: Train Loss:0.00093985, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:20:10,326 - wikidata12k_both - [INFO] - [E:181| 700]: Train Loss:0.00093996, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:22:20,084 - wikidata12k_both - [INFO] - [E:181| 800]: Train Loss:0.00094008, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:24:30,299 - wikidata12k_both - [INFO] - [E:181| 900]: Train Loss:0.00094003, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:26:39,859 - wikidata12k_both - [INFO] - [E:181| 1000]: Train Loss:0.00093981, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:28:49,605 - wikidata12k_both - [INFO] - [E:181| 1100]: Train Loss:0.00093963, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:30:58,237 - wikidata12k_both - [INFO] - [E:181| 1200]: Train Loss:0.00093975, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:33:07,351 - wikidata12k_both - [INFO] - [E:181| 1300]: Train Loss:0.00094001, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:35:16,879 - wikidata12k_both - [INFO] - [E:181| 1400]: Train Loss:0.00093979, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:37:26,136 - wikidata12k_both - [INFO] - [E:181| 1500]: Train Loss:0.00093963, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:39:35,382 - wikidata12k_both - [INFO] - [E:181| 1600]: Train Loss:0.00093966, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:40:59,647 - wikidata12k_both - [INFO] - [Epoch:181]: Training Loss:0.0009399
2023-06-07 22:41:00,106 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 22:41:45,203 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 22:41:59,006 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 22:42:44,456 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 22:42:57,880 - wikidata12k_both - [INFO] - [Evaluating Epoch 181 valid]:
MRR: Tail : 0.51882, Head : 0.29668, Avg : 0.40775
2023-06-07 22:42:57,880 - wikidata12k_both - [INFO] - [Epoch 181]: Training Loss: 0.00093988, Valid MRR: 0.45463,
2023-06-07 22:42:59,198 - wikidata12k_both - [INFO] - [E:182| 0]: Train Loss:0.00092865, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:45:08,622 - wikidata12k_both - [INFO] - [E:182| 100]: Train Loss:0.00094031, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:47:16,883 - wikidata12k_both - [INFO] - [E:182| 200]: Train Loss:0.00093932, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:49:26,391 - wikidata12k_both - [INFO] - [E:182| 300]: Train Loss:0.00094011, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:51:36,046 - wikidata12k_both - [INFO] - [E:182| 400]: Train Loss:0.00093962, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:53:45,565 - wikidata12k_both - [INFO] - [E:182| 500]: Train Loss:0.00093918, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:55:13,554 - wikidata12k_both - [INFO] - [E:182| 600]: Train Loss:0.00093925, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:56:37,497 - wikidata12k_both - [INFO] - [E:182| 700]: Train Loss:0.00093896, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:58:01,902 - wikidata12k_both - [INFO] - [E:182| 800]: Train Loss:0.00093981, Val MRR:0.45463, wikidata12k_both
2023-06-07 22:59:25,985 - wikidata12k_both - [INFO] - [E:182| 900]: Train Loss:0.00094034, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:00:50,566 - wikidata12k_both - [INFO] - [E:182| 1000]: Train Loss:0.00094052, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:02:37,819 - wikidata12k_both - [INFO] - [E:182| 1100]: Train Loss:0.00094059, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:04:45,770 - wikidata12k_both - [INFO] - [E:182| 1200]: Train Loss:0.00094049, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:06:55,036 - wikidata12k_both - [INFO] - [E:182| 1300]: Train Loss:0.00094033, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:09:03,131 - wikidata12k_both - [INFO] - [E:182| 1400]: Train Loss:0.00094035, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:11:12,008 - wikidata12k_both - [INFO] - [E:182| 1500]: Train Loss:0.0009401, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:13:19,840 - wikidata12k_both - [INFO] - [E:182| 1600]: Train Loss:0.0009401, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:14:43,847 - wikidata12k_both - [INFO] - [Epoch:182]: Training Loss:0.0009399
2023-06-07 23:14:44,309 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 23:15:29,147 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 23:15:42,756 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 23:16:27,872 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 23:16:41,273 - wikidata12k_both - [INFO] - [Evaluating Epoch 182 valid]:
MRR: Tail : 0.52647, Head : 0.37969, Avg : 0.45308
2023-06-07 23:16:41,273 - wikidata12k_both - [INFO] - [Epoch 182]: Training Loss: 0.00093995, Valid MRR: 0.45463,
2023-06-07 23:16:42,622 - wikidata12k_both - [INFO] - [E:183| 0]: Train Loss:0.0009299, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:18:51,547 - wikidata12k_both - [INFO] - [E:183| 100]: Train Loss:0.00094251, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:21:00,425 - wikidata12k_both - [INFO] - [E:183| 200]: Train Loss:0.00094235, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:23:09,187 - wikidata12k_both - [INFO] - [E:183| 300]: Train Loss:0.00094117, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:25:17,169 - wikidata12k_both - [INFO] - [E:183| 400]: Train Loss:0.00094077, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:27:25,309 - wikidata12k_both - [INFO] - [E:183| 500]: Train Loss:0.00094031, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:29:33,250 - wikidata12k_both - [INFO] - [E:183| 600]: Train Loss:0.00094021, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:31:41,192 - wikidata12k_both - [INFO] - [E:183| 700]: Train Loss:0.00094, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:33:49,526 - wikidata12k_both - [INFO] - [E:183| 800]: Train Loss:0.0009394, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:35:57,729 - wikidata12k_both - [INFO] - [E:183| 900]: Train Loss:0.00093946, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:38:05,858 - wikidata12k_both - [INFO] - [E:183| 1000]: Train Loss:0.00093951, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:40:15,185 - wikidata12k_both - [INFO] - [E:183| 1100]: Train Loss:0.00093914, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:42:23,312 - wikidata12k_both - [INFO] - [E:183| 1200]: Train Loss:0.00093925, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:44:32,320 - wikidata12k_both - [INFO] - [E:183| 1300]: Train Loss:0.00093919, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:46:40,702 - wikidata12k_both - [INFO] - [E:183| 1400]: Train Loss:0.00093905, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:48:49,312 - wikidata12k_both - [INFO] - [E:183| 1500]: Train Loss:0.00093902, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:50:56,916 - wikidata12k_both - [INFO] - [E:183| 1600]: Train Loss:0.00093918, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:52:21,210 - wikidata12k_both - [INFO] - [Epoch:183]: Training Loss:0.0009391
2023-06-07 23:52:21,656 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-07 23:53:06,431 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-07 23:53:20,142 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-07 23:54:05,386 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-07 23:54:18,718 - wikidata12k_both - [INFO] - [Evaluating Epoch 183 valid]:
MRR: Tail : 0.51996, Head : 0.38447, Avg : 0.45222
2023-06-07 23:54:18,719 - wikidata12k_both - [INFO] - [Epoch 183]: Training Loss: 0.00093912, Valid MRR: 0.45463,
2023-06-07 23:54:20,051 - wikidata12k_both - [INFO] - [E:184| 0]: Train Loss:0.00093093, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:56:28,833 - wikidata12k_both - [INFO] - [E:184| 100]: Train Loss:0.00094001, Val MRR:0.45463, wikidata12k_both
2023-06-07 23:58:36,670 - wikidata12k_both - [INFO] - [E:184| 200]: Train Loss:0.00093806, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:00:44,931 - wikidata12k_both - [INFO] - [E:184| 300]: Train Loss:0.00093837, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:02:53,024 - wikidata12k_both - [INFO] - [E:184| 400]: Train Loss:0.00093851, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:05:01,283 - wikidata12k_both - [INFO] - [E:184| 500]: Train Loss:0.00093796, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:07:09,777 - wikidata12k_both - [INFO] - [E:184| 600]: Train Loss:0.00093822, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:09:18,423 - wikidata12k_both - [INFO] - [E:184| 700]: Train Loss:0.00093836, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:11:27,052 - wikidata12k_both - [INFO] - [E:184| 800]: Train Loss:0.00093834, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:13:35,485 - wikidata12k_both - [INFO] - [E:184| 900]: Train Loss:0.00093847, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:15:43,837 - wikidata12k_both - [INFO] - [E:184| 1000]: Train Loss:0.00093839, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:17:51,756 - wikidata12k_both - [INFO] - [E:184| 1100]: Train Loss:0.00093843, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:20:00,514 - wikidata12k_both - [INFO] - [E:184| 1200]: Train Loss:0.00093842, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:22:08,494 - wikidata12k_both - [INFO] - [E:184| 1300]: Train Loss:0.00093859, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:24:17,707 - wikidata12k_both - [INFO] - [E:184| 1400]: Train Loss:0.00093896, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:26:26,243 - wikidata12k_both - [INFO] - [E:184| 1500]: Train Loss:0.00093916, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:28:34,885 - wikidata12k_both - [INFO] - [E:184| 1600]: Train Loss:0.00093918, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:29:58,195 - wikidata12k_both - [INFO] - [Epoch:184]: Training Loss:0.0009393
2023-06-08 00:29:58,644 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 00:30:43,385 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 00:30:56,989 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 00:31:42,209 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 00:31:55,538 - wikidata12k_both - [INFO] - [Evaluating Epoch 184 valid]:
MRR: Tail : 0.52629, Head : 0.33411, Avg : 0.4302
2023-06-08 00:31:55,539 - wikidata12k_both - [INFO] - [Epoch 184]: Training Loss: 0.00093927, Valid MRR: 0.45463,
2023-06-08 00:31:56,875 - wikidata12k_both - [INFO] - [E:185| 0]: Train Loss:0.00092577, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:34:05,304 - wikidata12k_both - [INFO] - [E:185| 100]: Train Loss:0.0009397, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:36:13,578 - wikidata12k_both - [INFO] - [E:185| 200]: Train Loss:0.00093989, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:38:08,069 - wikidata12k_both - [INFO] - [E:185| 300]: Train Loss:0.00093938, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:39:32,218 - wikidata12k_both - [INFO] - [E:185| 400]: Train Loss:0.00093878, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:40:56,232 - wikidata12k_both - [INFO] - [E:185| 500]: Train Loss:0.00093857, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:42:20,584 - wikidata12k_both - [INFO] - [E:185| 600]: Train Loss:0.00093822, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:43:44,663 - wikidata12k_both - [INFO] - [E:185| 700]: Train Loss:0.00093843, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:45:08,734 - wikidata12k_both - [INFO] - [E:185| 800]: Train Loss:0.00093873, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:47:16,640 - wikidata12k_both - [INFO] - [E:185| 900]: Train Loss:0.00093875, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:49:25,247 - wikidata12k_both - [INFO] - [E:185| 1000]: Train Loss:0.00093905, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:51:33,849 - wikidata12k_both - [INFO] - [E:185| 1100]: Train Loss:0.00093905, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:53:42,102 - wikidata12k_both - [INFO] - [E:185| 1200]: Train Loss:0.00093913, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:55:50,801 - wikidata12k_both - [INFO] - [E:185| 1300]: Train Loss:0.00093914, Val MRR:0.45463, wikidata12k_both
2023-06-08 00:57:58,590 - wikidata12k_both - [INFO] - [E:185| 1400]: Train Loss:0.00093916, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:00:07,061 - wikidata12k_both - [INFO] - [E:185| 1500]: Train Loss:0.00093922, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:02:14,827 - wikidata12k_both - [INFO] - [E:185| 1600]: Train Loss:0.00093907, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:03:38,536 - wikidata12k_both - [INFO] - [Epoch:185]: Training Loss:0.0009394
2023-06-08 01:03:38,985 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 01:04:23,797 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 01:04:37,303 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 01:05:22,513 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 01:05:35,884 - wikidata12k_both - [INFO] - [Evaluating Epoch 185 valid]:
MRR: Tail : 0.52033, Head : 0.33349, Avg : 0.42691
2023-06-08 01:05:35,885 - wikidata12k_both - [INFO] - [Epoch 185]: Training Loss: 0.00093943, Valid MRR: 0.45463,
2023-06-08 01:05:37,160 - wikidata12k_both - [INFO] - [E:186| 0]: Train Loss:0.00091988, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:07:45,665 - wikidata12k_both - [INFO] - [E:186| 100]: Train Loss:0.0009408, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:09:53,787 - wikidata12k_both - [INFO] - [E:186| 200]: Train Loss:0.00094016, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:12:02,618 - wikidata12k_both - [INFO] - [E:186| 300]: Train Loss:0.00093939, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:14:11,344 - wikidata12k_both - [INFO] - [E:186| 400]: Train Loss:0.00094017, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:16:19,704 - wikidata12k_both - [INFO] - [E:186| 500]: Train Loss:0.00093973, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:18:27,510 - wikidata12k_both - [INFO] - [E:186| 600]: Train Loss:0.00093973, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:20:35,205 - wikidata12k_both - [INFO] - [E:186| 700]: Train Loss:0.00094002, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:22:42,037 - wikidata12k_both - [INFO] - [E:186| 800]: Train Loss:0.00094007, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:24:48,983 - wikidata12k_both - [INFO] - [E:186| 900]: Train Loss:0.00093936, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:26:55,703 - wikidata12k_both - [INFO] - [E:186| 1000]: Train Loss:0.00093907, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:29:02,360 - wikidata12k_both - [INFO] - [E:186| 1100]: Train Loss:0.00093933, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:31:08,868 - wikidata12k_both - [INFO] - [E:186| 1200]: Train Loss:0.00093927, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:33:15,149 - wikidata12k_both - [INFO] - [E:186| 1300]: Train Loss:0.00093904, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:35:21,752 - wikidata12k_both - [INFO] - [E:186| 1400]: Train Loss:0.00093923, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:37:28,376 - wikidata12k_both - [INFO] - [E:186| 1500]: Train Loss:0.00093933, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:39:35,049 - wikidata12k_both - [INFO] - [E:186| 1600]: Train Loss:0.00093939, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:40:57,525 - wikidata12k_both - [INFO] - [Epoch:186]: Training Loss:0.0009392
2023-06-08 01:40:57,974 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 01:41:42,485 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 01:41:56,156 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 01:42:40,954 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 01:42:54,189 - wikidata12k_both - [INFO] - [Evaluating Epoch 186 valid]:
MRR: Tail : 0.51961, Head : 0.37497, Avg : 0.44729
2023-06-08 01:42:54,189 - wikidata12k_both - [INFO] - [Epoch 186]: Training Loss: 0.00093922, Valid MRR: 0.45463,
2023-06-08 01:42:55,482 - wikidata12k_both - [INFO] - [E:187| 0]: Train Loss:0.00092677, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:45:02,120 - wikidata12k_both - [INFO] - [E:187| 100]: Train Loss:0.00093938, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:47:08,606 - wikidata12k_both - [INFO] - [E:187| 200]: Train Loss:0.00093778, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:49:14,921 - wikidata12k_both - [INFO] - [E:187| 300]: Train Loss:0.00093861, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:51:21,540 - wikidata12k_both - [INFO] - [E:187| 400]: Train Loss:0.00093843, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:53:28,060 - wikidata12k_both - [INFO] - [E:187| 500]: Train Loss:0.00093801, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:55:34,129 - wikidata12k_both - [INFO] - [E:187| 600]: Train Loss:0.00093852, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:57:40,739 - wikidata12k_both - [INFO] - [E:187| 700]: Train Loss:0.00093836, Val MRR:0.45463, wikidata12k_both
2023-06-08 01:59:47,341 - wikidata12k_both - [INFO] - [E:187| 800]: Train Loss:0.00093797, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:01:54,365 - wikidata12k_both - [INFO] - [E:187| 900]: Train Loss:0.00093842, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:04:00,728 - wikidata12k_both - [INFO] - [E:187| 1000]: Train Loss:0.00093859, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:06:07,296 - wikidata12k_both - [INFO] - [E:187| 1100]: Train Loss:0.00093873, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:08:16,287 - wikidata12k_both - [INFO] - [E:187| 1200]: Train Loss:0.0009387, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:10:24,303 - wikidata12k_both - [INFO] - [E:187| 1300]: Train Loss:0.00093871, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:12:32,938 - wikidata12k_both - [INFO] - [E:187| 1400]: Train Loss:0.00093895, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:14:41,404 - wikidata12k_both - [INFO] - [E:187| 1500]: Train Loss:0.00093888, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:16:50,458 - wikidata12k_both - [INFO] - [E:187| 1600]: Train Loss:0.00093888, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:17:48,367 - wikidata12k_both - [INFO] - [Epoch:187]: Training Loss:0.000939
2023-06-08 02:17:48,654 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 02:18:17,545 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 02:18:26,265 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 02:18:55,378 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 02:19:04,009 - wikidata12k_both - [INFO] - [Evaluating Epoch 187 valid]:
MRR: Tail : 0.52201, Head : 0.31826, Avg : 0.42014
2023-06-08 02:19:04,009 - wikidata12k_both - [INFO] - [Epoch 187]: Training Loss: 0.00093896, Valid MRR: 0.45463,
2023-06-08 02:19:04,901 - wikidata12k_both - [INFO] - [E:188| 0]: Train Loss:0.00098938, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:20:29,255 - wikidata12k_both - [INFO] - [E:188| 100]: Train Loss:0.0009386, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:21:53,564 - wikidata12k_both - [INFO] - [E:188| 200]: Train Loss:0.00093878, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:23:18,151 - wikidata12k_both - [INFO] - [E:188| 300]: Train Loss:0.00093793, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:24:49,739 - wikidata12k_both - [INFO] - [E:188| 400]: Train Loss:0.00093686, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:26:58,007 - wikidata12k_both - [INFO] - [E:188| 500]: Train Loss:0.00093784, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:29:05,570 - wikidata12k_both - [INFO] - [E:188| 600]: Train Loss:0.00093809, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:31:14,235 - wikidata12k_both - [INFO] - [E:188| 700]: Train Loss:0.000938, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:33:22,444 - wikidata12k_both - [INFO] - [E:188| 800]: Train Loss:0.00093825, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:35:31,226 - wikidata12k_both - [INFO] - [E:188| 900]: Train Loss:0.0009384, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:37:38,972 - wikidata12k_both - [INFO] - [E:188| 1000]: Train Loss:0.00093827, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:39:47,503 - wikidata12k_both - [INFO] - [E:188| 1100]: Train Loss:0.00093839, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:41:55,890 - wikidata12k_both - [INFO] - [E:188| 1200]: Train Loss:0.00093831, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:44:04,000 - wikidata12k_both - [INFO] - [E:188| 1300]: Train Loss:0.00093877, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:46:11,435 - wikidata12k_both - [INFO] - [E:188| 1400]: Train Loss:0.00093858, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:48:20,670 - wikidata12k_both - [INFO] - [E:188| 1500]: Train Loss:0.00093874, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:50:29,036 - wikidata12k_both - [INFO] - [E:188| 1600]: Train Loss:0.00093884, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:51:52,983 - wikidata12k_both - [INFO] - [Epoch:188]: Training Loss:0.0009389
2023-06-08 02:51:53,438 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 02:52:38,271 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 02:52:51,911 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 02:53:37,136 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 02:53:50,438 - wikidata12k_both - [INFO] - [Evaluating Epoch 188 valid]:
MRR: Tail : 0.51659, Head : 0.30663, Avg : 0.41161
2023-06-08 02:53:50,438 - wikidata12k_both - [INFO] - [Epoch 188]: Training Loss: 0.00093893, Valid MRR: 0.45463,
2023-06-08 02:53:51,713 - wikidata12k_both - [INFO] - [E:189| 0]: Train Loss:0.00095313, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:55:59,939 - wikidata12k_both - [INFO] - [E:189| 100]: Train Loss:0.00093995, Val MRR:0.45463, wikidata12k_both
2023-06-08 02:58:08,775 - wikidata12k_both - [INFO] - [E:189| 200]: Train Loss:0.00093921, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:00:17,601 - wikidata12k_both - [INFO] - [E:189| 300]: Train Loss:0.00093856, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:02:25,884 - wikidata12k_both - [INFO] - [E:189| 400]: Train Loss:0.00093888, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:04:34,355 - wikidata12k_both - [INFO] - [E:189| 500]: Train Loss:0.00093795, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:06:43,142 - wikidata12k_both - [INFO] - [E:189| 600]: Train Loss:0.00093786, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:08:50,985 - wikidata12k_both - [INFO] - [E:189| 700]: Train Loss:0.0009381, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:10:59,260 - wikidata12k_both - [INFO] - [E:189| 800]: Train Loss:0.0009379, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:13:07,450 - wikidata12k_both - [INFO] - [E:189| 900]: Train Loss:0.00093804, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:15:16,328 - wikidata12k_both - [INFO] - [E:189| 1000]: Train Loss:0.00093778, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:17:24,579 - wikidata12k_both - [INFO] - [E:189| 1100]: Train Loss:0.00093801, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:19:33,903 - wikidata12k_both - [INFO] - [E:189| 1200]: Train Loss:0.00093787, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:21:42,455 - wikidata12k_both - [INFO] - [E:189| 1300]: Train Loss:0.00093823, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:23:50,978 - wikidata12k_both - [INFO] - [E:189| 1400]: Train Loss:0.00093832, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:25:59,728 - wikidata12k_both - [INFO] - [E:189| 1500]: Train Loss:0.00093828, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:28:08,562 - wikidata12k_both - [INFO] - [E:189| 1600]: Train Loss:0.00093839, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:29:32,582 - wikidata12k_both - [INFO] - [Epoch:189]: Training Loss:0.0009385
2023-06-08 03:29:33,038 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 03:30:17,918 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 03:30:31,307 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 03:31:16,529 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 03:31:29,780 - wikidata12k_both - [INFO] - [Evaluating Epoch 189 valid]:
MRR: Tail : 0.52166, Head : 0.38317, Avg : 0.45242
MR: Tail : 845.63, Head : 825.24, Avg : 835.44
Hit-1: Tail : 0.44113, Head : 0.29215, Avg : 0.36664
Hit-3: Tail : 0.56605, Head : 0.42246, Avg : 0.49425
Hit-10: Tail : 0.67026, Head : 0.57413, Avg : 0.62219
2023-06-08 03:31:29,780 - wikidata12k_both - [INFO] - [Epoch 189]: Training Loss: 0.00093853, Valid MRR: 0.45463,
2023-06-08 03:31:31,000 - wikidata12k_both - [INFO] - [E:190| 0]: Train Loss:0.00093796, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:33:38,840 - wikidata12k_both - [INFO] - [E:190| 100]: Train Loss:0.00093728, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:35:48,120 - wikidata12k_both - [INFO] - [E:190| 200]: Train Loss:0.00093665, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:37:56,496 - wikidata12k_both - [INFO] - [E:190| 300]: Train Loss:0.00093711, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:40:05,372 - wikidata12k_both - [INFO] - [E:190| 400]: Train Loss:0.00093698, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:42:13,050 - wikidata12k_both - [INFO] - [E:190| 500]: Train Loss:0.00093795, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:44:22,322 - wikidata12k_both - [INFO] - [E:190| 600]: Train Loss:0.00093927, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:46:30,892 - wikidata12k_both - [INFO] - [E:190| 700]: Train Loss:0.00093941, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:48:40,027 - wikidata12k_both - [INFO] - [E:190| 800]: Train Loss:0.00093951, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:50:48,511 - wikidata12k_both - [INFO] - [E:190| 900]: Train Loss:0.00093946, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:52:57,243 - wikidata12k_both - [INFO] - [E:190| 1000]: Train Loss:0.00093977, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:55:05,611 - wikidata12k_both - [INFO] - [E:190| 1100]: Train Loss:0.00093996, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:57:14,655 - wikidata12k_both - [INFO] - [E:190| 1200]: Train Loss:0.00093976, Val MRR:0.45463, wikidata12k_both
2023-06-08 03:59:22,264 - wikidata12k_both - [INFO] - [E:190| 1300]: Train Loss:0.00093956, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:01:11,871 - wikidata12k_both - [INFO] - [E:190| 1400]: Train Loss:0.00093934, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:02:36,392 - wikidata12k_both - [INFO] - [E:190| 1500]: Train Loss:0.00093918, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:04:01,013 - wikidata12k_both - [INFO] - [E:190| 1600]: Train Loss:0.00093916, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:04:55,869 - wikidata12k_both - [INFO] - [Epoch:190]: Training Loss:0.0009389
2023-06-08 04:04:56,157 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 04:05:25,394 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 04:05:34,117 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 04:06:03,182 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 04:06:11,713 - wikidata12k_both - [INFO] - [Evaluating Epoch 190 valid]:
MRR: Tail : 0.52696, Head : 0.36256, Avg : 0.44476
2023-06-08 04:06:11,713 - wikidata12k_both - [INFO] - [Epoch 190]: Training Loss: 0.00093886, Valid MRR: 0.45463,
2023-06-08 04:06:12,553 - wikidata12k_both - [INFO] - [E:191| 0]: Train Loss:0.00095769, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:07:37,027 - wikidata12k_both - [INFO] - [E:191| 100]: Train Loss:0.00093808, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:09:30,494 - wikidata12k_both - [INFO] - [E:191| 200]: Train Loss:0.0009367, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:11:40,277 - wikidata12k_both - [INFO] - [E:191| 300]: Train Loss:0.00093609, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:13:49,232 - wikidata12k_both - [INFO] - [E:191| 400]: Train Loss:0.00093641, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:15:58,722 - wikidata12k_both - [INFO] - [E:191| 500]: Train Loss:0.00093756, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:18:08,159 - wikidata12k_both - [INFO] - [E:191| 600]: Train Loss:0.00093852, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:20:17,246 - wikidata12k_both - [INFO] - [E:191| 700]: Train Loss:0.00093893, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:22:25,052 - wikidata12k_both - [INFO] - [E:191| 800]: Train Loss:0.00093923, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:24:33,703 - wikidata12k_both - [INFO] - [E:191| 900]: Train Loss:0.000939, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:26:42,834 - wikidata12k_both - [INFO] - [E:191| 1000]: Train Loss:0.00093867, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:28:50,934 - wikidata12k_both - [INFO] - [E:191| 1100]: Train Loss:0.00093834, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:30:59,538 - wikidata12k_both - [INFO] - [E:191| 1200]: Train Loss:0.00093798, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:33:08,302 - wikidata12k_both - [INFO] - [E:191| 1300]: Train Loss:0.00093812, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:35:17,971 - wikidata12k_both - [INFO] - [E:191| 1400]: Train Loss:0.00093843, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:37:26,021 - wikidata12k_both - [INFO] - [E:191| 1500]: Train Loss:0.00093836, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:39:34,490 - wikidata12k_both - [INFO] - [E:191| 1600]: Train Loss:0.0009381, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:40:58,221 - wikidata12k_both - [INFO] - [Epoch:191]: Training Loss:0.0009382
2023-06-08 04:40:58,685 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 04:41:43,742 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 04:41:57,336 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 04:42:42,620 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 04:42:56,102 - wikidata12k_both - [INFO] - [Evaluating Epoch 191 valid]:
MRR: Tail : 0.52508, Head : 0.35258, Avg : 0.43883
2023-06-08 04:42:56,103 - wikidata12k_both - [INFO] - [Epoch 191]: Training Loss: 0.00093824, Valid MRR: 0.45463,
2023-06-08 04:42:57,391 - wikidata12k_both - [INFO] - [E:192| 0]: Train Loss:0.00094176, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:45:05,995 - wikidata12k_both - [INFO] - [E:192| 100]: Train Loss:0.00093594, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:47:14,647 - wikidata12k_both - [INFO] - [E:192| 200]: Train Loss:0.00093549, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:49:23,004 - wikidata12k_both - [INFO] - [E:192| 300]: Train Loss:0.00093581, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:51:32,119 - wikidata12k_both - [INFO] - [E:192| 400]: Train Loss:0.00093679, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:53:40,166 - wikidata12k_both - [INFO] - [E:192| 500]: Train Loss:0.00093739, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:55:49,630 - wikidata12k_both - [INFO] - [E:192| 600]: Train Loss:0.00093756, Val MRR:0.45463, wikidata12k_both
2023-06-08 04:57:58,830 - wikidata12k_both - [INFO] - [E:192| 700]: Train Loss:0.00093759, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:00:08,028 - wikidata12k_both - [INFO] - [E:192| 800]: Train Loss:0.00093773, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:02:16,809 - wikidata12k_both - [INFO] - [E:192| 900]: Train Loss:0.00093782, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:04:26,298 - wikidata12k_both - [INFO] - [E:192| 1000]: Train Loss:0.00093783, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:06:35,201 - wikidata12k_both - [INFO] - [E:192| 1100]: Train Loss:0.00093788, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:08:43,250 - wikidata12k_both - [INFO] - [E:192| 1200]: Train Loss:0.00093824, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:10:52,959 - wikidata12k_both - [INFO] - [E:192| 1300]: Train Loss:0.00093818, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:13:02,442 - wikidata12k_both - [INFO] - [E:192| 1400]: Train Loss:0.0009383, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:15:11,841 - wikidata12k_both - [INFO] - [E:192| 1500]: Train Loss:0.00093833, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:17:20,210 - wikidata12k_both - [INFO] - [E:192| 1600]: Train Loss:0.00093844, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:18:44,712 - wikidata12k_both - [INFO] - [Epoch:192]: Training Loss:0.0009384
2023-06-08 05:18:45,141 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 05:19:29,920 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 05:19:43,695 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 05:20:28,770 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 05:20:42,160 - wikidata12k_both - [INFO] - [Evaluating Epoch 192 valid]:
MRR: Tail : 0.52021, Head : 0.37293, Avg : 0.44657
2023-06-08 05:20:42,161 - wikidata12k_both - [INFO] - [Epoch 192]: Training Loss: 0.00093844, Valid MRR: 0.45463,
2023-06-08 05:20:43,496 - wikidata12k_both - [INFO] - [E:193| 0]: Train Loss:0.0009597, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:22:52,748 - wikidata12k_both - [INFO] - [E:193| 100]: Train Loss:0.00093588, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:25:01,475 - wikidata12k_both - [INFO] - [E:193| 200]: Train Loss:0.00093818, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:27:10,095 - wikidata12k_both - [INFO] - [E:193| 300]: Train Loss:0.00093749, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:29:19,289 - wikidata12k_both - [INFO] - [E:193| 400]: Train Loss:0.00093755, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:31:29,076 - wikidata12k_both - [INFO] - [E:193| 500]: Train Loss:0.00093692, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:33:37,435 - wikidata12k_both - [INFO] - [E:193| 600]: Train Loss:0.00093714, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:35:46,592 - wikidata12k_both - [INFO] - [E:193| 700]: Train Loss:0.00093744, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:37:54,748 - wikidata12k_both - [INFO] - [E:193| 800]: Train Loss:0.0009377, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:40:04,133 - wikidata12k_both - [INFO] - [E:193| 900]: Train Loss:0.00093803, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:42:12,872 - wikidata12k_both - [INFO] - [E:193| 1000]: Train Loss:0.0009383, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:44:16,504 - wikidata12k_both - [INFO] - [E:193| 1100]: Train Loss:0.00093828, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:45:40,910 - wikidata12k_both - [INFO] - [E:193| 1200]: Train Loss:0.00093819, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:47:05,116 - wikidata12k_both - [INFO] - [E:193| 1300]: Train Loss:0.00093827, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:48:29,029 - wikidata12k_both - [INFO] - [E:193| 1400]: Train Loss:0.0009384, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:49:53,232 - wikidata12k_both - [INFO] - [E:193| 1500]: Train Loss:0.0009381, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:51:17,495 - wikidata12k_both - [INFO] - [E:193| 1600]: Train Loss:0.00093794, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:52:27,754 - wikidata12k_both - [INFO] - [Epoch:193]: Training Loss:0.0009382
2023-06-08 05:52:28,219 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 05:53:12,953 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 05:53:26,567 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 05:54:11,531 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 05:54:24,891 - wikidata12k_both - [INFO] - [Evaluating Epoch 193 valid]:
MRR: Tail : 0.51893, Head : 0.38214, Avg : 0.45054
2023-06-08 05:54:24,892 - wikidata12k_both - [INFO] - [Epoch 193]: Training Loss: 0.00093821, Valid MRR: 0.45463,
2023-06-08 05:54:26,137 - wikidata12k_both - [INFO] - [E:194| 0]: Train Loss:0.0009239, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:56:34,695 - wikidata12k_both - [INFO] - [E:194| 100]: Train Loss:0.0009361, Val MRR:0.45463, wikidata12k_both
2023-06-08 05:58:44,139 - wikidata12k_both - [INFO] - [E:194| 200]: Train Loss:0.00093663, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:00:52,501 - wikidata12k_both - [INFO] - [E:194| 300]: Train Loss:0.00093699, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:03:00,920 - wikidata12k_both - [INFO] - [E:194| 400]: Train Loss:0.00093703, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:05:09,367 - wikidata12k_both - [INFO] - [E:194| 500]: Train Loss:0.00093723, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:07:17,715 - wikidata12k_both - [INFO] - [E:194| 600]: Train Loss:0.0009375, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:09:26,699 - wikidata12k_both - [INFO] - [E:194| 700]: Train Loss:0.00093839, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:11:34,647 - wikidata12k_both - [INFO] - [E:194| 800]: Train Loss:0.00093802, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:13:42,598 - wikidata12k_both - [INFO] - [E:194| 900]: Train Loss:0.00093821, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:15:51,266 - wikidata12k_both - [INFO] - [E:194| 1000]: Train Loss:0.00093791, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:17:59,062 - wikidata12k_both - [INFO] - [E:194| 1100]: Train Loss:0.00093767, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:20:07,503 - wikidata12k_both - [INFO] - [E:194| 1200]: Train Loss:0.00093772, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:22:15,364 - wikidata12k_both - [INFO] - [E:194| 1300]: Train Loss:0.00093816, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:24:23,007 - wikidata12k_both - [INFO] - [E:194| 1400]: Train Loss:0.000938, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:26:31,476 - wikidata12k_both - [INFO] - [E:194| 1500]: Train Loss:0.00093812, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:28:39,495 - wikidata12k_both - [INFO] - [E:194| 1600]: Train Loss:0.0009381, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:30:03,428 - wikidata12k_both - [INFO] - [Epoch:194]: Training Loss:0.0009383
2023-06-08 06:30:03,893 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 06:30:48,159 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 06:31:01,842 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 06:31:46,804 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 06:32:00,170 - wikidata12k_both - [INFO] - [Evaluating Epoch 194 valid]:
MRR: Tail : 0.52562, Head : 0.38041, Avg : 0.45302
2023-06-08 06:32:00,170 - wikidata12k_both - [INFO] - [Epoch 194]: Training Loss: 0.00093829, Valid MRR: 0.45463,
2023-06-08 06:32:01,425 - wikidata12k_both - [INFO] - [E:195| 0]: Train Loss:0.00092858, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:34:09,388 - wikidata12k_both - [INFO] - [E:195| 100]: Train Loss:0.00093767, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:36:18,753 - wikidata12k_both - [INFO] - [E:195| 200]: Train Loss:0.00093851, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:38:26,509 - wikidata12k_both - [INFO] - [E:195| 300]: Train Loss:0.00093918, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:40:34,986 - wikidata12k_both - [INFO] - [E:195| 400]: Train Loss:0.00093804, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:42:43,736 - wikidata12k_both - [INFO] - [E:195| 500]: Train Loss:0.00093801, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:44:52,491 - wikidata12k_both - [INFO] - [E:195| 600]: Train Loss:0.00093756, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:47:01,065 - wikidata12k_both - [INFO] - [E:195| 700]: Train Loss:0.00093752, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:49:09,746 - wikidata12k_both - [INFO] - [E:195| 800]: Train Loss:0.00093799, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:51:18,501 - wikidata12k_both - [INFO] - [E:195| 900]: Train Loss:0.00093771, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:53:25,815 - wikidata12k_both - [INFO] - [E:195| 1000]: Train Loss:0.00093777, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:55:35,398 - wikidata12k_both - [INFO] - [E:195| 1100]: Train Loss:0.00093743, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:57:43,001 - wikidata12k_both - [INFO] - [E:195| 1200]: Train Loss:0.00093738, Val MRR:0.45463, wikidata12k_both
2023-06-08 06:59:51,564 - wikidata12k_both - [INFO] - [E:195| 1300]: Train Loss:0.00093757, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:02:00,011 - wikidata12k_both - [INFO] - [E:195| 1400]: Train Loss:0.00093769, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:04:08,534 - wikidata12k_both - [INFO] - [E:195| 1500]: Train Loss:0.00093758, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:06:16,544 - wikidata12k_both - [INFO] - [E:195| 1600]: Train Loss:0.00093776, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:07:40,068 - wikidata12k_both - [INFO] - [Epoch:195]: Training Loss:0.0009378
2023-06-08 07:07:40,511 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 07:08:25,228 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 07:08:38,744 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 07:09:23,708 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 07:09:37,023 - wikidata12k_both - [INFO] - [Evaluating Epoch 195 valid]:
MRR: Tail : 0.52239, Head : 0.35622, Avg : 0.4393
2023-06-08 07:09:37,023 - wikidata12k_both - [INFO] - [Epoch 195]: Training Loss: 0.00093781, Valid MRR: 0.45463,
2023-06-08 07:09:38,295 - wikidata12k_both - [INFO] - [E:196| 0]: Train Loss:0.00094376, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:11:46,740 - wikidata12k_both - [INFO] - [E:196| 100]: Train Loss:0.00093683, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:13:54,066 - wikidata12k_both - [INFO] - [E:196| 200]: Train Loss:0.00093732, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:16:02,244 - wikidata12k_both - [INFO] - [E:196| 300]: Train Loss:0.00093636, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:18:11,120 - wikidata12k_both - [INFO] - [E:196| 400]: Train Loss:0.00093598, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:20:18,505 - wikidata12k_both - [INFO] - [E:196| 500]: Train Loss:0.00093682, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:22:26,289 - wikidata12k_both - [INFO] - [E:196| 600]: Train Loss:0.00093713, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:24:34,693 - wikidata12k_both - [INFO] - [E:196| 700]: Train Loss:0.00093762, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:26:43,467 - wikidata12k_both - [INFO] - [E:196| 800]: Train Loss:0.00093764, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:28:22,436 - wikidata12k_both - [INFO] - [E:196| 900]: Train Loss:0.00093746, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:29:46,704 - wikidata12k_both - [INFO] - [E:196| 1000]: Train Loss:0.00093749, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:31:09,169 - wikidata12k_both - [INFO] - [E:196| 1100]: Train Loss:0.00093779, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:32:33,146 - wikidata12k_both - [INFO] - [E:196| 1200]: Train Loss:0.00093768, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:33:58,058 - wikidata12k_both - [INFO] - [E:196| 1300]: Train Loss:0.00093757, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:35:29,753 - wikidata12k_both - [INFO] - [E:196| 1400]: Train Loss:0.00093776, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:37:37,848 - wikidata12k_both - [INFO] - [E:196| 1500]: Train Loss:0.00093761, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:39:46,830 - wikidata12k_both - [INFO] - [E:196| 1600]: Train Loss:0.00093757, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:41:11,292 - wikidata12k_both - [INFO] - [Epoch:196]: Training Loss:0.0009376
2023-06-08 07:41:11,761 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 07:41:56,168 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 07:42:09,601 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 07:42:54,715 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 07:43:07,968 - wikidata12k_both - [INFO] - [Evaluating Epoch 196 valid]:
MRR: Tail : 0.52727, Head : 0.34539, Avg : 0.43633
2023-06-08 07:43:07,968 - wikidata12k_both - [INFO] - [Epoch 196]: Training Loss: 0.00093759, Valid MRR: 0.45463,
2023-06-08 07:43:09,240 - wikidata12k_both - [INFO] - [E:197| 0]: Train Loss:0.00092525, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:45:17,759 - wikidata12k_both - [INFO] - [E:197| 100]: Train Loss:0.00093757, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:47:26,506 - wikidata12k_both - [INFO] - [E:197| 200]: Train Loss:0.00093794, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:49:35,225 - wikidata12k_both - [INFO] - [E:197| 300]: Train Loss:0.00093791, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:51:43,329 - wikidata12k_both - [INFO] - [E:197| 400]: Train Loss:0.00093833, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:53:51,178 - wikidata12k_both - [INFO] - [E:197| 500]: Train Loss:0.00093741, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:56:00,195 - wikidata12k_both - [INFO] - [E:197| 600]: Train Loss:0.00093711, Val MRR:0.45463, wikidata12k_both
2023-06-08 07:58:08,086 - wikidata12k_both - [INFO] - [E:197| 700]: Train Loss:0.00093716, Val MRR:0.45463, wikidata12k_both
2023-06-08 08:00:17,086 - wikidata12k_both - [INFO] - [E:197| 800]: Train Loss:0.00093763, Val MRR:0.45463, wikidata12k_both
2023-06-08 08:02:24,724 - wikidata12k_both - [INFO] - [E:197| 900]: Train Loss:0.00093794, Val MRR:0.45463, wikidata12k_both
2023-06-08 08:04:32,704 - wikidata12k_both - [INFO] - [E:197| 1000]: Train Loss:0.00093838, Val MRR:0.45463, wikidata12k_both
2023-06-08 08:06:40,313 - wikidata12k_both - [INFO] - [E:197| 1100]: Train Loss:0.0009382, Val MRR:0.45463, wikidata12k_both
2023-06-08 08:08:48,921 - wikidata12k_both - [INFO] - [E:197| 1200]: Train Loss:0.00093804, Val MRR:0.45463, wikidata12k_both
2023-06-08 08:10:56,630 - wikidata12k_both - [INFO] - [E:197| 1300]: Train Loss:0.00093803, Val MRR:0.45463, wikidata12k_both
2023-06-08 08:13:05,195 - wikidata12k_both - [INFO] - [E:197| 1400]: Train Loss:0.00093792, Val MRR:0.45463, wikidata12k_both
2023-06-08 08:15:12,715 - wikidata12k_both - [INFO] - [E:197| 1500]: Train Loss:0.00093786, Val MRR:0.45463, wikidata12k_both
2023-06-08 08:17:21,750 - wikidata12k_both - [INFO] - [E:197| 1600]: Train Loss:0.00093791, Val MRR:0.45463, wikidata12k_both
2023-06-08 08:18:45,295 - wikidata12k_both - [INFO] - [Epoch:197]: Training Loss:0.0009378
2023-06-08 08:18:45,741 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 08:19:30,349 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 08:19:43,974 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 08:20:28,895 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 08:20:42,272 - wikidata12k_both - [INFO] - [Evaluating Epoch 197 valid]:
MRR: Tail : 0.52838, Head : 0.38331, Avg : 0.45584
2023-06-08 08:20:43,375 - wikidata12k_both - [INFO] - [Epoch 197]: Training Loss: 0.00093783, Valid MRR: 0.45584,
2023-06-08 08:20:44,653 - wikidata12k_both - [INFO] - [E:198| 0]: Train Loss:0.0009329, Val MRR:0.45584, wikidata12k_both
2023-06-08 08:22:52,590 - wikidata12k_both - [INFO] - [E:198| 100]: Train Loss:0.00093748, Val MRR:0.45584, wikidata12k_both
2023-06-08 08:25:01,418 - wikidata12k_both - [INFO] - [E:198| 200]: Train Loss:0.0009368, Val MRR:0.45584, wikidata12k_both
2023-06-08 08:27:11,010 - wikidata12k_both - [INFO] - [E:198| 300]: Train Loss:0.00093679, Val MRR:0.45584, wikidata12k_both
2023-06-08 08:29:20,046 - wikidata12k_both - [INFO] - [E:198| 400]: Train Loss:0.00093683, Val MRR:0.45584, wikidata12k_both
2023-06-08 08:31:28,251 - wikidata12k_both - [INFO] - [E:198| 500]: Train Loss:0.00093641, Val MRR:0.45584, wikidata12k_both
2023-06-08 08:33:37,418 - wikidata12k_both - [INFO] - [E:198| 600]: Train Loss:0.00093635, Val MRR:0.45584, wikidata12k_both
2023-06-08 08:35:45,662 - wikidata12k_both - [INFO] - [E:198| 700]: Train Loss:0.0009361, Val MRR:0.45584, wikidata12k_both
2023-06-08 08:37:53,847 - wikidata12k_both - [INFO] - [E:198| 800]: Train Loss:0.0009368, Val MRR:0.45584, wikidata12k_both
2023-06-08 08:40:02,054 - wikidata12k_both - [INFO] - [E:198| 900]: Train Loss:0.00093692, Val MRR:0.45584, wikidata12k_both
2023-06-08 08:42:11,114 - wikidata12k_both - [INFO] - [E:198| 1000]: Train Loss:0.00093687, Val MRR:0.45584, wikidata12k_both
2023-06-08 08:44:19,340 - wikidata12k_both - [INFO] - [E:198| 1100]: Train Loss:0.00093714, Val MRR:0.45584, wikidata12k_both
2023-06-08 08:46:28,509 - wikidata12k_both - [INFO] - [E:198| 1200]: Train Loss:0.00093725, Val MRR:0.45584, wikidata12k_both
2023-06-08 08:48:36,638 - wikidata12k_both - [INFO] - [E:198| 1300]: Train Loss:0.00093734, Val MRR:0.45584, wikidata12k_both
2023-06-08 08:50:45,453 - wikidata12k_both - [INFO] - [E:198| 1400]: Train Loss:0.00093725, Val MRR:0.45584, wikidata12k_both
2023-06-08 08:52:53,206 - wikidata12k_both - [INFO] - [E:198| 1500]: Train Loss:0.00093725, Val MRR:0.45584, wikidata12k_both
2023-06-08 08:55:02,127 - wikidata12k_both - [INFO] - [E:198| 1600]: Train Loss:0.00093734, Val MRR:0.45584, wikidata12k_both
2023-06-08 08:56:26,019 - wikidata12k_both - [INFO] - [Epoch:198]: Training Loss:0.0009374
2023-06-08 08:56:26,495 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 08:57:11,320 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 08:57:24,945 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 08:58:10,036 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 08:58:23,509 - wikidata12k_both - [INFO] - [Evaluating Epoch 198 valid]:
MRR: Tail : 0.52344, Head : 0.31877, Avg : 0.42111
2023-06-08 08:58:23,509 - wikidata12k_both - [INFO] - [Epoch 198]: Training Loss: 0.00093736, Valid MRR: 0.45584,
2023-06-08 08:58:24,846 - wikidata12k_both - [INFO] - [E:199| 0]: Train Loss:0.00096163, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:00:33,178 - wikidata12k_both - [INFO] - [E:199| 100]: Train Loss:0.000935, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:02:42,668 - wikidata12k_both - [INFO] - [E:199| 200]: Train Loss:0.00093693, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:04:51,405 - wikidata12k_both - [INFO] - [E:199| 300]: Train Loss:0.00093823, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:06:59,507 - wikidata12k_both - [INFO] - [E:199| 400]: Train Loss:0.00093787, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:09:08,813 - wikidata12k_both - [INFO] - [E:199| 500]: Train Loss:0.00093731, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:11:15,732 - wikidata12k_both - [INFO] - [E:199| 600]: Train Loss:0.00093741, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:12:39,942 - wikidata12k_both - [INFO] - [E:199| 700]: Train Loss:0.00093826, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:14:04,012 - wikidata12k_both - [INFO] - [E:199| 800]: Train Loss:0.00093809, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:15:28,521 - wikidata12k_both - [INFO] - [E:199| 900]: Train Loss:0.00093821, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:16:52,957 - wikidata12k_both - [INFO] - [E:199| 1000]: Train Loss:0.00093777, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:18:16,657 - wikidata12k_both - [INFO] - [E:199| 1100]: Train Loss:0.00093761, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:20:12,635 - wikidata12k_both - [INFO] - [E:199| 1200]: Train Loss:0.00093752, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:22:21,654 - wikidata12k_both - [INFO] - [E:199| 1300]: Train Loss:0.00093735, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:24:31,614 - wikidata12k_both - [INFO] - [E:199| 1400]: Train Loss:0.0009377, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:26:40,720 - wikidata12k_both - [INFO] - [E:199| 1500]: Train Loss:0.0009377, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:28:50,991 - wikidata12k_both - [INFO] - [E:199| 1600]: Train Loss:0.00093765, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:30:16,225 - wikidata12k_both - [INFO] - [Epoch:199]: Training Loss:0.0009377
2023-06-08 09:30:16,686 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 09:31:01,844 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 09:31:15,605 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 09:32:00,941 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 09:32:14,302 - wikidata12k_both - [INFO] - [Evaluating Epoch 199 valid]:
MRR: Tail : 0.52173, Head : 0.38269, Avg : 0.45221
MR: Tail : 863.2, Head : 840.52, Avg : 851.86
Hit-1: Tail : 0.44017, Head : 0.28754, Avg : 0.36386
Hit-3: Tail : 0.56874, Head : 0.4391, Avg : 0.50392
Hit-10: Tail : 0.6693, Head : 0.57569, Avg : 0.62249
2023-06-08 09:32:14,303 - wikidata12k_both - [INFO] - [Epoch 199]: Training Loss: 0.00093766, Valid MRR: 0.45584,
2023-06-08 09:32:15,585 - wikidata12k_both - [INFO] - [E:200| 0]: Train Loss:0.00092597, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:34:25,911 - wikidata12k_both - [INFO] - [E:200| 100]: Train Loss:0.00093898, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:36:34,370 - wikidata12k_both - [INFO] - [E:200| 200]: Train Loss:0.00093691, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:38:42,986 - wikidata12k_both - [INFO] - [E:200| 300]: Train Loss:0.00093788, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:40:53,340 - wikidata12k_both - [INFO] - [E:200| 400]: Train Loss:0.00093708, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:43:03,300 - wikidata12k_both - [INFO] - [E:200| 500]: Train Loss:0.00093778, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:45:13,166 - wikidata12k_both - [INFO] - [E:200| 600]: Train Loss:0.00093737, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:47:22,397 - wikidata12k_both - [INFO] - [E:200| 700]: Train Loss:0.0009372, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:49:32,696 - wikidata12k_both - [INFO] - [E:200| 800]: Train Loss:0.00093714, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:51:41,282 - wikidata12k_both - [INFO] - [E:200| 900]: Train Loss:0.00093699, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:53:51,468 - wikidata12k_both - [INFO] - [E:200| 1000]: Train Loss:0.00093686, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:56:00,953 - wikidata12k_both - [INFO] - [E:200| 1100]: Train Loss:0.00093775, Val MRR:0.45584, wikidata12k_both
2023-06-08 09:58:10,764 - wikidata12k_both - [INFO] - [E:200| 1200]: Train Loss:0.00093758, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:00:20,482 - wikidata12k_both - [INFO] - [E:200| 1300]: Train Loss:0.00093786, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:02:30,504 - wikidata12k_both - [INFO] - [E:200| 1400]: Train Loss:0.00093785, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:04:40,323 - wikidata12k_both - [INFO] - [E:200| 1500]: Train Loss:0.00093779, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:06:49,291 - wikidata12k_both - [INFO] - [E:200| 1600]: Train Loss:0.0009376, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:08:14,526 - wikidata12k_both - [INFO] - [Epoch:200]: Training Loss:0.0009379
2023-06-08 10:08:14,969 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 10:08:59,854 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 10:09:13,788 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 10:09:59,099 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 10:10:12,503 - wikidata12k_both - [INFO] - [Evaluating Epoch 200 valid]:
MRR: Tail : 0.52328, Head : 0.29438, Avg : 0.40883
2023-06-08 10:10:12,503 - wikidata12k_both - [INFO] - [Epoch 200]: Training Loss: 0.00093791, Valid MRR: 0.45584,
2023-06-08 10:10:13,818 - wikidata12k_both - [INFO] - [E:201| 0]: Train Loss:0.0009315, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:12:23,435 - wikidata12k_both - [INFO] - [E:201| 100]: Train Loss:0.0009406, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:14:32,450 - wikidata12k_both - [INFO] - [E:201| 200]: Train Loss:0.00093754, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:16:42,273 - wikidata12k_both - [INFO] - [E:201| 300]: Train Loss:0.00093662, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:18:52,200 - wikidata12k_both - [INFO] - [E:201| 400]: Train Loss:0.00093683, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:21:01,987 - wikidata12k_both - [INFO] - [E:201| 500]: Train Loss:0.0009365, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:23:09,938 - wikidata12k_both - [INFO] - [E:201| 600]: Train Loss:0.00093724, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:25:19,455 - wikidata12k_both - [INFO] - [E:201| 700]: Train Loss:0.00093767, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:27:28,620 - wikidata12k_both - [INFO] - [E:201| 800]: Train Loss:0.00093789, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:29:38,845 - wikidata12k_both - [INFO] - [E:201| 900]: Train Loss:0.00093802, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:31:47,497 - wikidata12k_both - [INFO] - [E:201| 1000]: Train Loss:0.00093762, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:33:57,309 - wikidata12k_both - [INFO] - [E:201| 1100]: Train Loss:0.00093742, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:36:06,833 - wikidata12k_both - [INFO] - [E:201| 1200]: Train Loss:0.00093749, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:38:15,282 - wikidata12k_both - [INFO] - [E:201| 1300]: Train Loss:0.00093743, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:40:24,254 - wikidata12k_both - [INFO] - [E:201| 1400]: Train Loss:0.00093739, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:42:34,312 - wikidata12k_both - [INFO] - [E:201| 1500]: Train Loss:0.00093717, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:44:44,157 - wikidata12k_both - [INFO] - [E:201| 1600]: Train Loss:0.00093725, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:46:08,639 - wikidata12k_both - [INFO] - [Epoch:201]: Training Loss:0.0009373
2023-06-08 10:46:09,095 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 10:46:54,295 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 10:47:08,090 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 10:47:53,621 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 10:48:07,163 - wikidata12k_both - [INFO] - [Evaluating Epoch 201 valid]:
MRR: Tail : 0.52599, Head : 0.38267, Avg : 0.45433
2023-06-08 10:48:07,164 - wikidata12k_both - [INFO] - [Epoch 201]: Training Loss: 0.0009373, Valid MRR: 0.45584,
2023-06-08 10:48:08,514 - wikidata12k_both - [INFO] - [E:202| 0]: Train Loss:0.00092255, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:50:17,736 - wikidata12k_both - [INFO] - [E:202| 100]: Train Loss:0.00093782, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:52:26,523 - wikidata12k_both - [INFO] - [E:202| 200]: Train Loss:0.00093688, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:54:31,643 - wikidata12k_both - [INFO] - [E:202| 300]: Train Loss:0.00093712, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:55:55,933 - wikidata12k_both - [INFO] - [E:202| 400]: Train Loss:0.00093804, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:57:19,570 - wikidata12k_both - [INFO] - [E:202| 500]: Train Loss:0.00093838, Val MRR:0.45584, wikidata12k_both
2023-06-08 10:58:43,799 - wikidata12k_both - [INFO] - [E:202| 600]: Train Loss:0.00093796, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:00:07,873 - wikidata12k_both - [INFO] - [E:202| 700]: Train Loss:0.00093792, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:01:32,001 - wikidata12k_both - [INFO] - [E:202| 800]: Train Loss:0.00093785, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:03:29,727 - wikidata12k_both - [INFO] - [E:202| 900]: Train Loss:0.00093735, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:05:38,835 - wikidata12k_both - [INFO] - [E:202| 1000]: Train Loss:0.00093727, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:07:48,177 - wikidata12k_both - [INFO] - [E:202| 1100]: Train Loss:0.0009373, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:09:56,866 - wikidata12k_both - [INFO] - [E:202| 1200]: Train Loss:0.00093749, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:12:07,535 - wikidata12k_both - [INFO] - [E:202| 1300]: Train Loss:0.00093784, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:14:16,556 - wikidata12k_both - [INFO] - [E:202| 1400]: Train Loss:0.00093771, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:16:25,445 - wikidata12k_both - [INFO] - [E:202| 1500]: Train Loss:0.00093746, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:18:34,932 - wikidata12k_both - [INFO] - [E:202| 1600]: Train Loss:0.00093751, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:20:00,481 - wikidata12k_both - [INFO] - [Epoch:202]: Training Loss:0.0009375
2023-06-08 11:20:00,935 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 11:20:45,780 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 11:20:59,544 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 11:21:44,801 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 11:21:58,165 - wikidata12k_both - [INFO] - [Evaluating Epoch 202 valid]:
MRR: Tail : 0.52669, Head : 0.35366, Avg : 0.44017
2023-06-08 11:21:58,165 - wikidata12k_both - [INFO] - [Epoch 202]: Training Loss: 0.00093748, Valid MRR: 0.45584,
2023-06-08 11:21:59,450 - wikidata12k_both - [INFO] - [E:203| 0]: Train Loss:0.00095282, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:24:08,666 - wikidata12k_both - [INFO] - [E:203| 100]: Train Loss:0.00093766, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:26:18,218 - wikidata12k_both - [INFO] - [E:203| 200]: Train Loss:0.00093821, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:28:27,703 - wikidata12k_both - [INFO] - [E:203| 300]: Train Loss:0.000937, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:30:36,425 - wikidata12k_both - [INFO] - [E:203| 400]: Train Loss:0.00093643, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:32:46,466 - wikidata12k_both - [INFO] - [E:203| 500]: Train Loss:0.0009364, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:34:55,696 - wikidata12k_both - [INFO] - [E:203| 600]: Train Loss:0.00093684, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:37:04,761 - wikidata12k_both - [INFO] - [E:203| 700]: Train Loss:0.00093698, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:39:14,514 - wikidata12k_both - [INFO] - [E:203| 800]: Train Loss:0.00093713, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:41:24,139 - wikidata12k_both - [INFO] - [E:203| 900]: Train Loss:0.00093727, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:43:34,238 - wikidata12k_both - [INFO] - [E:203| 1000]: Train Loss:0.00093759, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:45:44,277 - wikidata12k_both - [INFO] - [E:203| 1100]: Train Loss:0.00093743, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:47:54,170 - wikidata12k_both - [INFO] - [E:203| 1200]: Train Loss:0.00093747, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:50:03,533 - wikidata12k_both - [INFO] - [E:203| 1300]: Train Loss:0.00093734, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:52:13,071 - wikidata12k_both - [INFO] - [E:203| 1400]: Train Loss:0.00093746, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:54:22,168 - wikidata12k_both - [INFO] - [E:203| 1500]: Train Loss:0.00093731, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:56:30,528 - wikidata12k_both - [INFO] - [E:203| 1600]: Train Loss:0.00093707, Val MRR:0.45584, wikidata12k_both
2023-06-08 11:57:53,614 - wikidata12k_both - [INFO] - [Epoch:203]: Training Loss:0.0009371
2023-06-08 11:57:54,080 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 11:58:38,695 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 11:58:52,388 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 11:59:37,202 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 11:59:50,576 - wikidata12k_both - [INFO] - [Evaluating Epoch 203 valid]:
MRR: Tail : 0.52957, Head : 0.36095, Avg : 0.44526
2023-06-08 11:59:50,576 - wikidata12k_both - [INFO] - [Epoch 203]: Training Loss: 0.00093711, Valid MRR: 0.45584,
2023-06-08 11:59:51,861 - wikidata12k_both - [INFO] - [E:204| 0]: Train Loss:0.0009816, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:01:59,254 - wikidata12k_both - [INFO] - [E:204| 100]: Train Loss:0.00093779, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:04:07,159 - wikidata12k_both - [INFO] - [E:204| 200]: Train Loss:0.00093713, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:06:15,140 - wikidata12k_both - [INFO] - [E:204| 300]: Train Loss:0.00093849, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:08:23,084 - wikidata12k_both - [INFO] - [E:204| 400]: Train Loss:0.00093814, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:10:31,117 - wikidata12k_both - [INFO] - [E:204| 500]: Train Loss:0.00093782, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:12:39,801 - wikidata12k_both - [INFO] - [E:204| 600]: Train Loss:0.00093763, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:14:47,749 - wikidata12k_both - [INFO] - [E:204| 700]: Train Loss:0.00093721, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:16:56,580 - wikidata12k_both - [INFO] - [E:204| 800]: Train Loss:0.00093691, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:19:03,476 - wikidata12k_both - [INFO] - [E:204| 900]: Train Loss:0.00093714, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:21:11,620 - wikidata12k_both - [INFO] - [E:204| 1000]: Train Loss:0.00093712, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:23:19,215 - wikidata12k_both - [INFO] - [E:204| 1100]: Train Loss:0.00093683, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:25:27,826 - wikidata12k_both - [INFO] - [E:204| 1200]: Train Loss:0.00093695, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:27:36,483 - wikidata12k_both - [INFO] - [E:204| 1300]: Train Loss:0.00093705, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:29:44,873 - wikidata12k_both - [INFO] - [E:204| 1400]: Train Loss:0.00093708, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:31:52,942 - wikidata12k_both - [INFO] - [E:204| 1500]: Train Loss:0.00093699, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:34:01,495 - wikidata12k_both - [INFO] - [E:204| 1600]: Train Loss:0.00093693, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:35:25,132 - wikidata12k_both - [INFO] - [Epoch:204]: Training Loss:0.000937
2023-06-08 12:35:25,589 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 12:36:10,356 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 12:36:24,063 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 12:37:09,001 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 12:37:22,242 - wikidata12k_both - [INFO] - [Evaluating Epoch 204 valid]:
MRR: Tail : 0.52599, Head : 0.30708, Avg : 0.41654
2023-06-08 12:37:22,243 - wikidata12k_both - [INFO] - [Epoch 204]: Training Loss: 0.00093696, Valid MRR: 0.45584,
2023-06-08 12:37:23,576 - wikidata12k_both - [INFO] - [E:205| 0]: Train Loss:0.00097593, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:38:52,719 - wikidata12k_both - [INFO] - [E:205| 100]: Train Loss:0.00093357, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:40:16,657 - wikidata12k_both - [INFO] - [E:205| 200]: Train Loss:0.00093619, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:41:40,702 - wikidata12k_both - [INFO] - [E:205| 300]: Train Loss:0.00093585, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:43:05,036 - wikidata12k_both - [INFO] - [E:205| 400]: Train Loss:0.00093593, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:44:29,258 - wikidata12k_both - [INFO] - [E:205| 500]: Train Loss:0.00093598, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:46:17,771 - wikidata12k_both - [INFO] - [E:205| 600]: Train Loss:0.0009364, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:48:26,067 - wikidata12k_both - [INFO] - [E:205| 700]: Train Loss:0.00093606, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:50:34,502 - wikidata12k_both - [INFO] - [E:205| 800]: Train Loss:0.00093596, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:52:42,991 - wikidata12k_both - [INFO] - [E:205| 900]: Train Loss:0.00093611, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:54:51,128 - wikidata12k_both - [INFO] - [E:205| 1000]: Train Loss:0.00093636, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:56:59,477 - wikidata12k_both - [INFO] - [E:205| 1100]: Train Loss:0.00093628, Val MRR:0.45584, wikidata12k_both
2023-06-08 12:59:07,534 - wikidata12k_both - [INFO] - [E:205| 1200]: Train Loss:0.00093628, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:01:15,987 - wikidata12k_both - [INFO] - [E:205| 1300]: Train Loss:0.00093619, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:03:23,573 - wikidata12k_both - [INFO] - [E:205| 1400]: Train Loss:0.00093633, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:05:32,340 - wikidata12k_both - [INFO] - [E:205| 1500]: Train Loss:0.00093663, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:07:40,065 - wikidata12k_both - [INFO] - [E:205| 1600]: Train Loss:0.00093664, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:09:03,798 - wikidata12k_both - [INFO] - [Epoch:205]: Training Loss:0.0009367
2023-06-08 13:09:04,250 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 13:09:49,104 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 13:10:02,523 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 13:10:47,349 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 13:11:00,857 - wikidata12k_both - [INFO] - [Evaluating Epoch 205 valid]:
MRR: Tail : 0.5299, Head : 0.35724, Avg : 0.44357
2023-06-08 13:11:00,858 - wikidata12k_both - [INFO] - [Epoch 205]: Training Loss: 0.00093667, Valid MRR: 0.45584,
2023-06-08 13:11:02,156 - wikidata12k_both - [INFO] - [E:206| 0]: Train Loss:0.00092953, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:13:11,021 - wikidata12k_both - [INFO] - [E:206| 100]: Train Loss:0.00093675, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:15:19,181 - wikidata12k_both - [INFO] - [E:206| 200]: Train Loss:0.00093669, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:17:28,063 - wikidata12k_both - [INFO] - [E:206| 300]: Train Loss:0.00093755, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:19:36,219 - wikidata12k_both - [INFO] - [E:206| 400]: Train Loss:0.00093725, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:21:44,372 - wikidata12k_both - [INFO] - [E:206| 500]: Train Loss:0.00093664, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:23:52,389 - wikidata12k_both - [INFO] - [E:206| 600]: Train Loss:0.00093705, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:26:00,547 - wikidata12k_both - [INFO] - [E:206| 700]: Train Loss:0.00093683, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:28:08,283 - wikidata12k_both - [INFO] - [E:206| 800]: Train Loss:0.00093676, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:30:17,374 - wikidata12k_both - [INFO] - [E:206| 900]: Train Loss:0.00093661, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:32:25,532 - wikidata12k_both - [INFO] - [E:206| 1000]: Train Loss:0.00093678, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:34:33,967 - wikidata12k_both - [INFO] - [E:206| 1100]: Train Loss:0.00093687, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:36:42,152 - wikidata12k_both - [INFO] - [E:206| 1200]: Train Loss:0.00093663, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:38:49,863 - wikidata12k_both - [INFO] - [E:206| 1300]: Train Loss:0.00093647, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:40:58,294 - wikidata12k_both - [INFO] - [E:206| 1400]: Train Loss:0.00093665, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:43:06,186 - wikidata12k_both - [INFO] - [E:206| 1500]: Train Loss:0.00093665, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:45:11,005 - wikidata12k_both - [INFO] - [E:206| 1600]: Train Loss:0.00093659, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:46:34,998 - wikidata12k_both - [INFO] - [Epoch:206]: Training Loss:0.0009367
2023-06-08 13:46:35,430 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 13:47:20,199 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 13:47:33,889 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 13:48:19,081 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 13:48:32,464 - wikidata12k_both - [INFO] - [Evaluating Epoch 206 valid]:
MRR: Tail : 0.52558, Head : 0.37979, Avg : 0.45268
2023-06-08 13:48:32,464 - wikidata12k_both - [INFO] - [Epoch 206]: Training Loss: 0.00093673, Valid MRR: 0.45584,
2023-06-08 13:48:33,730 - wikidata12k_both - [INFO] - [E:207| 0]: Train Loss:0.00092856, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:50:41,677 - wikidata12k_both - [INFO] - [E:207| 100]: Train Loss:0.00093615, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:52:48,136 - wikidata12k_both - [INFO] - [E:207| 200]: Train Loss:0.00093784, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:54:56,390 - wikidata12k_both - [INFO] - [E:207| 300]: Train Loss:0.00093741, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:57:04,203 - wikidata12k_both - [INFO] - [E:207| 400]: Train Loss:0.0009367, Val MRR:0.45584, wikidata12k_both
2023-06-08 13:59:12,138 - wikidata12k_both - [INFO] - [E:207| 500]: Train Loss:0.00093704, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:01:19,979 - wikidata12k_both - [INFO] - [E:207| 600]: Train Loss:0.00093642, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:03:27,666 - wikidata12k_both - [INFO] - [E:207| 700]: Train Loss:0.00093597, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:05:35,294 - wikidata12k_both - [INFO] - [E:207| 800]: Train Loss:0.00093598, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:07:43,682 - wikidata12k_both - [INFO] - [E:207| 900]: Train Loss:0.00093587, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:09:51,625 - wikidata12k_both - [INFO] - [E:207| 1000]: Train Loss:0.00093583, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:11:58,690 - wikidata12k_both - [INFO] - [E:207| 1100]: Train Loss:0.00093612, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:14:00,833 - wikidata12k_both - [INFO] - [E:207| 1200]: Train Loss:0.00093602, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:16:03,680 - wikidata12k_both - [INFO] - [E:207| 1300]: Train Loss:0.00093612, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:18:06,272 - wikidata12k_both - [INFO] - [E:207| 1400]: Train Loss:0.00093618, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:20:09,410 - wikidata12k_both - [INFO] - [E:207| 1500]: Train Loss:0.00093636, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:21:59,827 - wikidata12k_both - [INFO] - [E:207| 1600]: Train Loss:0.00093662, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:22:54,898 - wikidata12k_both - [INFO] - [Epoch:207]: Training Loss:0.0009366
2023-06-08 14:22:55,220 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 14:23:24,115 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 14:23:33,103 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 14:24:02,450 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 14:24:11,055 - wikidata12k_both - [INFO] - [Evaluating Epoch 207 valid]:
MRR: Tail : 0.52722, Head : 0.37555, Avg : 0.45138
2023-06-08 14:24:11,056 - wikidata12k_both - [INFO] - [Epoch 207]: Training Loss: 0.00093661, Valid MRR: 0.45584,
2023-06-08 14:24:11,930 - wikidata12k_both - [INFO] - [E:208| 0]: Train Loss:0.00095534, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:25:37,053 - wikidata12k_both - [INFO] - [E:208| 100]: Train Loss:0.00093607, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:27:01,442 - wikidata12k_both - [INFO] - [E:208| 200]: Train Loss:0.00093988, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:28:26,054 - wikidata12k_both - [INFO] - [E:208| 300]: Train Loss:0.00093766, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:30:02,386 - wikidata12k_both - [INFO] - [E:208| 400]: Train Loss:0.00093674, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:32:05,036 - wikidata12k_both - [INFO] - [E:208| 500]: Train Loss:0.00093677, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:34:07,515 - wikidata12k_both - [INFO] - [E:208| 600]: Train Loss:0.00093662, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:36:10,077 - wikidata12k_both - [INFO] - [E:208| 700]: Train Loss:0.00093675, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:38:12,300 - wikidata12k_both - [INFO] - [E:208| 800]: Train Loss:0.00093617, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:40:14,741 - wikidata12k_both - [INFO] - [E:208| 900]: Train Loss:0.00093617, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:42:16,773 - wikidata12k_both - [INFO] - [E:208| 1000]: Train Loss:0.00093619, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:44:19,192 - wikidata12k_both - [INFO] - [E:208| 1100]: Train Loss:0.00093637, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:46:21,310 - wikidata12k_both - [INFO] - [E:208| 1200]: Train Loss:0.00093638, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:48:23,013 - wikidata12k_both - [INFO] - [E:208| 1300]: Train Loss:0.00093665, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:50:25,112 - wikidata12k_both - [INFO] - [E:208| 1400]: Train Loss:0.00093658, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:52:26,548 - wikidata12k_both - [INFO] - [E:208| 1500]: Train Loss:0.00093645, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:54:29,165 - wikidata12k_both - [INFO] - [E:208| 1600]: Train Loss:0.00093651, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:55:49,237 - wikidata12k_both - [INFO] - [Epoch:208]: Training Loss:0.0009366
2023-06-08 14:55:49,632 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 14:56:32,945 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 14:56:46,136 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 14:57:29,422 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 14:57:42,007 - wikidata12k_both - [INFO] - [Evaluating Epoch 208 valid]:
MRR: Tail : 0.52586, Head : 0.29921, Avg : 0.41254
2023-06-08 14:57:42,007 - wikidata12k_both - [INFO] - [Epoch 208]: Training Loss: 0.00093664, Valid MRR: 0.45584,
2023-06-08 14:57:43,223 - wikidata12k_both - [INFO] - [E:209| 0]: Train Loss:0.0009283, Val MRR:0.45584, wikidata12k_both
2023-06-08 14:59:46,364 - wikidata12k_both - [INFO] - [E:209| 100]: Train Loss:0.00093436, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:01:54,442 - wikidata12k_both - [INFO] - [E:209| 200]: Train Loss:0.00093362, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:04:02,308 - wikidata12k_both - [INFO] - [E:209| 300]: Train Loss:0.00093548, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:06:09,734 - wikidata12k_both - [INFO] - [E:209| 400]: Train Loss:0.00093562, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:08:18,165 - wikidata12k_both - [INFO] - [E:209| 500]: Train Loss:0.00093577, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:10:26,063 - wikidata12k_both - [INFO] - [E:209| 600]: Train Loss:0.0009358, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:12:33,777 - wikidata12k_both - [INFO] - [E:209| 700]: Train Loss:0.00093597, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:14:37,501 - wikidata12k_both - [INFO] - [E:209| 800]: Train Loss:0.00093603, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:16:38,704 - wikidata12k_both - [INFO] - [E:209| 900]: Train Loss:0.00093611, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:18:40,465 - wikidata12k_both - [INFO] - [E:209| 1000]: Train Loss:0.00093602, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:20:42,417 - wikidata12k_both - [INFO] - [E:209| 1100]: Train Loss:0.00093605, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:22:44,426 - wikidata12k_both - [INFO] - [E:209| 1200]: Train Loss:0.00093629, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:24:43,527 - wikidata12k_both - [INFO] - [E:209| 1300]: Train Loss:0.00093622, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:26:42,917 - wikidata12k_both - [INFO] - [E:209| 1400]: Train Loss:0.00093604, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:28:40,177 - wikidata12k_both - [INFO] - [E:209| 1500]: Train Loss:0.0009363, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:30:39,307 - wikidata12k_both - [INFO] - [E:209| 1600]: Train Loss:0.0009362, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:31:56,486 - wikidata12k_both - [INFO] - [Epoch:209]: Training Loss:0.0009363
2023-06-08 15:31:56,913 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 15:32:39,760 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 15:32:52,576 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 15:33:33,066 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 15:33:45,770 - wikidata12k_both - [INFO] - [Evaluating Epoch 209 valid]:
MRR: Tail : 0.5212, Head : 0.32899, Avg : 0.42509
MR: Tail : 863.28, Head : 821.51, Avg : 842.39
Hit-1: Tail : 0.43772, Head : 0.21081, Avg : 0.32427
Hit-3: Tail : 0.5712, Head : 0.39876, Avg : 0.48498
Hit-10: Tail : 0.6702, Head : 0.56485, Avg : 0.61753
2023-06-08 15:33:45,770 - wikidata12k_both - [INFO] - [Epoch 209]: Training Loss: 0.00093628, Valid MRR: 0.45584,
2023-06-08 15:33:46,987 - wikidata12k_both - [INFO] - [E:210| 0]: Train Loss:0.0009217, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:35:46,014 - wikidata12k_both - [INFO] - [E:210| 100]: Train Loss:0.000935, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:37:45,742 - wikidata12k_both - [INFO] - [E:210| 200]: Train Loss:0.00093515, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:39:44,315 - wikidata12k_both - [INFO] - [E:210| 300]: Train Loss:0.00093711, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:41:43,892 - wikidata12k_both - [INFO] - [E:210| 400]: Train Loss:0.00093657, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:43:41,969 - wikidata12k_both - [INFO] - [E:210| 500]: Train Loss:0.00093614, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:45:40,839 - wikidata12k_both - [INFO] - [E:210| 600]: Train Loss:0.00093587, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:47:48,807 - wikidata12k_both - [INFO] - [E:210| 700]: Train Loss:0.00093584, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:49:57,144 - wikidata12k_both - [INFO] - [E:210| 800]: Train Loss:0.00093566, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:52:05,185 - wikidata12k_both - [INFO] - [E:210| 900]: Train Loss:0.00093565, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:54:13,860 - wikidata12k_both - [INFO] - [E:210| 1000]: Train Loss:0.0009359, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:56:21,624 - wikidata12k_both - [INFO] - [E:210| 1100]: Train Loss:0.00093583, Val MRR:0.45584, wikidata12k_both
2023-06-08 15:58:29,564 - wikidata12k_both - [INFO] - [E:210| 1200]: Train Loss:0.00093618, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:00:37,747 - wikidata12k_both - [INFO] - [E:210| 1300]: Train Loss:0.00093601, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:02:43,303 - wikidata12k_both - [INFO] - [E:210| 1400]: Train Loss:0.00093589, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:04:42,442 - wikidata12k_both - [INFO] - [E:210| 1500]: Train Loss:0.00093591, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:06:41,987 - wikidata12k_both - [INFO] - [E:210| 1600]: Train Loss:0.00093594, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:08:00,018 - wikidata12k_both - [INFO] - [Epoch:210]: Training Loss:0.000936
2023-06-08 16:08:00,429 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 16:08:40,939 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 16:08:50,288 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 16:09:19,178 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 16:09:27,829 - wikidata12k_both - [INFO] - [Evaluating Epoch 210 valid]:
MRR: Tail : 0.52392, Head : 0.36532, Avg : 0.44462
2023-06-08 16:09:27,829 - wikidata12k_both - [INFO] - [Epoch 210]: Training Loss: 0.00093605, Valid MRR: 0.45584,
2023-06-08 16:09:28,693 - wikidata12k_both - [INFO] - [E:211| 0]: Train Loss:0.00092967, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:10:52,178 - wikidata12k_both - [INFO] - [E:211| 100]: Train Loss:0.00093458, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:12:16,033 - wikidata12k_both - [INFO] - [E:211| 200]: Train Loss:0.00093444, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:13:39,812 - wikidata12k_both - [INFO] - [E:211| 300]: Train Loss:0.00093502, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:15:03,250 - wikidata12k_both - [INFO] - [E:211| 400]: Train Loss:0.00093487, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:16:28,198 - wikidata12k_both - [INFO] - [E:211| 500]: Train Loss:0.0009353, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:18:25,256 - wikidata12k_both - [INFO] - [E:211| 600]: Train Loss:0.00093591, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:20:24,991 - wikidata12k_both - [INFO] - [E:211| 700]: Train Loss:0.00093612, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:22:24,125 - wikidata12k_both - [INFO] - [E:211| 800]: Train Loss:0.00093635, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:24:23,597 - wikidata12k_both - [INFO] - [E:211| 900]: Train Loss:0.00093688, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:26:22,176 - wikidata12k_both - [INFO] - [E:211| 1000]: Train Loss:0.00093662, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:28:21,200 - wikidata12k_both - [INFO] - [E:211| 1100]: Train Loss:0.00093643, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:30:20,410 - wikidata12k_both - [INFO] - [E:211| 1200]: Train Loss:0.00093619, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:32:19,419 - wikidata12k_both - [INFO] - [E:211| 1300]: Train Loss:0.00093591, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:34:18,640 - wikidata12k_both - [INFO] - [E:211| 1400]: Train Loss:0.00093602, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:36:17,785 - wikidata12k_both - [INFO] - [E:211| 1500]: Train Loss:0.00093609, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:38:22,355 - wikidata12k_both - [INFO] - [E:211| 1600]: Train Loss:0.00093626, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:39:47,833 - wikidata12k_both - [INFO] - [Epoch:211]: Training Loss:0.0009362
2023-06-08 16:39:48,299 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 16:40:33,292 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 16:40:47,068 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 16:41:32,645 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 16:41:46,092 - wikidata12k_both - [INFO] - [Evaluating Epoch 211 valid]:
MRR: Tail : 0.52033, Head : 0.36667, Avg : 0.4435
2023-06-08 16:41:46,092 - wikidata12k_both - [INFO] - [Epoch 211]: Training Loss: 0.00093617, Valid MRR: 0.45584,
2023-06-08 16:41:47,368 - wikidata12k_both - [INFO] - [E:212| 0]: Train Loss:0.00098897, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:43:56,796 - wikidata12k_both - [INFO] - [E:212| 100]: Train Loss:0.00093346, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:46:04,819 - wikidata12k_both - [INFO] - [E:212| 200]: Train Loss:0.00093406, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:48:14,397 - wikidata12k_both - [INFO] - [E:212| 300]: Train Loss:0.00093456, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:50:23,687 - wikidata12k_both - [INFO] - [E:212| 400]: Train Loss:0.00093467, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:52:32,979 - wikidata12k_both - [INFO] - [E:212| 500]: Train Loss:0.00093537, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:54:43,180 - wikidata12k_both - [INFO] - [E:212| 600]: Train Loss:0.00093583, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:56:52,310 - wikidata12k_both - [INFO] - [E:212| 700]: Train Loss:0.00093635, Val MRR:0.45584, wikidata12k_both
2023-06-08 16:59:00,881 - wikidata12k_both - [INFO] - [E:212| 800]: Train Loss:0.00093624, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:01:08,264 - wikidata12k_both - [INFO] - [E:212| 900]: Train Loss:0.00093594, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:03:16,433 - wikidata12k_both - [INFO] - [E:212| 1000]: Train Loss:0.00093563, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:05:26,145 - wikidata12k_both - [INFO] - [E:212| 1100]: Train Loss:0.00093573, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:07:36,749 - wikidata12k_both - [INFO] - [E:212| 1200]: Train Loss:0.00093591, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:09:45,282 - wikidata12k_both - [INFO] - [E:212| 1300]: Train Loss:0.00093603, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:11:55,041 - wikidata12k_both - [INFO] - [E:212| 1400]: Train Loss:0.00093604, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:14:04,067 - wikidata12k_both - [INFO] - [E:212| 1500]: Train Loss:0.00093608, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:16:13,674 - wikidata12k_both - [INFO] - [E:212| 1600]: Train Loss:0.00093598, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:17:37,695 - wikidata12k_both - [INFO] - [Epoch:212]: Training Loss:0.000936
2023-06-08 17:17:38,161 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 17:18:23,391 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 17:18:37,165 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 17:19:22,807 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 17:19:36,200 - wikidata12k_both - [INFO] - [Evaluating Epoch 212 valid]:
MRR: Tail : 0.5262, Head : 0.36797, Avg : 0.44709
2023-06-08 17:19:36,201 - wikidata12k_both - [INFO] - [Epoch 212]: Training Loss: 0.00093602, Valid MRR: 0.45584,
2023-06-08 17:19:37,509 - wikidata12k_both - [INFO] - [E:213| 0]: Train Loss:0.00091972, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:21:47,007 - wikidata12k_both - [INFO] - [E:213| 100]: Train Loss:0.00093711, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:23:56,699 - wikidata12k_both - [INFO] - [E:213| 200]: Train Loss:0.00093517, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:26:06,436 - wikidata12k_both - [INFO] - [E:213| 300]: Train Loss:0.00093421, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:28:16,166 - wikidata12k_both - [INFO] - [E:213| 400]: Train Loss:0.00093418, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:30:25,404 - wikidata12k_both - [INFO] - [E:213| 500]: Train Loss:0.00093404, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:32:33,363 - wikidata12k_both - [INFO] - [E:213| 600]: Train Loss:0.00093483, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:34:43,288 - wikidata12k_both - [INFO] - [E:213| 700]: Train Loss:0.00093527, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:36:52,503 - wikidata12k_both - [INFO] - [E:213| 800]: Train Loss:0.00093494, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:39:02,316 - wikidata12k_both - [INFO] - [E:213| 900]: Train Loss:0.00093471, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:41:11,800 - wikidata12k_both - [INFO] - [E:213| 1000]: Train Loss:0.00093481, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:43:21,182 - wikidata12k_both - [INFO] - [E:213| 1100]: Train Loss:0.00093526, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:45:30,607 - wikidata12k_both - [INFO] - [E:213| 1200]: Train Loss:0.00093515, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:47:38,797 - wikidata12k_both - [INFO] - [E:213| 1300]: Train Loss:0.00093522, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:49:47,895 - wikidata12k_both - [INFO] - [E:213| 1400]: Train Loss:0.00093531, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:51:57,196 - wikidata12k_both - [INFO] - [E:213| 1500]: Train Loss:0.00093538, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:53:55,555 - wikidata12k_both - [INFO] - [E:213| 1600]: Train Loss:0.0009356, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:54:50,215 - wikidata12k_both - [INFO] - [Epoch:213]: Training Loss:0.0009358
2023-06-08 17:54:50,506 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 17:55:19,179 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 17:55:28,011 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 17:55:57,238 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 17:56:05,900 - wikidata12k_both - [INFO] - [Evaluating Epoch 213 valid]:
MRR: Tail : 0.52289, Head : 0.35833, Avg : 0.44061
2023-06-08 17:56:05,900 - wikidata12k_both - [INFO] - [Epoch 213]: Training Loss: 0.00093579, Valid MRR: 0.45584,
2023-06-08 17:56:06,730 - wikidata12k_both - [INFO] - [E:214| 0]: Train Loss:0.00092962, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:57:30,554 - wikidata12k_both - [INFO] - [E:214| 100]: Train Loss:0.00093703, Val MRR:0.45584, wikidata12k_both
2023-06-08 17:58:54,891 - wikidata12k_both - [INFO] - [E:214| 200]: Train Loss:0.00093606, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:00:19,071 - wikidata12k_both - [INFO] - [E:214| 300]: Train Loss:0.00093697, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:02:00,474 - wikidata12k_both - [INFO] - [E:214| 400]: Train Loss:0.00093586, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:04:08,934 - wikidata12k_both - [INFO] - [E:214| 500]: Train Loss:0.00093541, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:06:17,305 - wikidata12k_both - [INFO] - [E:214| 600]: Train Loss:0.00093601, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:08:25,888 - wikidata12k_both - [INFO] - [E:214| 700]: Train Loss:0.00093585, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:10:34,659 - wikidata12k_both - [INFO] - [E:214| 800]: Train Loss:0.00093565, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:12:43,048 - wikidata12k_both - [INFO] - [E:214| 900]: Train Loss:0.00093562, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:14:52,412 - wikidata12k_both - [INFO] - [E:214| 1000]: Train Loss:0.00093566, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:17:00,342 - wikidata12k_both - [INFO] - [E:214| 1100]: Train Loss:0.00093614, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:19:09,345 - wikidata12k_both - [INFO] - [E:214| 1200]: Train Loss:0.00093593, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:21:17,581 - wikidata12k_both - [INFO] - [E:214| 1300]: Train Loss:0.00093584, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:23:27,687 - wikidata12k_both - [INFO] - [E:214| 1400]: Train Loss:0.00093589, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:25:37,002 - wikidata12k_both - [INFO] - [E:214| 1500]: Train Loss:0.00093569, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:27:46,295 - wikidata12k_both - [INFO] - [E:214| 1600]: Train Loss:0.00093579, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:29:11,192 - wikidata12k_both - [INFO] - [Epoch:214]: Training Loss:0.0009358
2023-06-08 18:29:11,636 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 18:29:56,633 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 18:30:10,506 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 18:30:55,958 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 18:31:09,453 - wikidata12k_both - [INFO] - [Evaluating Epoch 214 valid]:
MRR: Tail : 0.52723, Head : 0.35256, Avg : 0.4399
2023-06-08 18:31:09,453 - wikidata12k_both - [INFO] - [Epoch 214]: Training Loss: 0.00093582, Valid MRR: 0.45584,
2023-06-08 18:31:10,724 - wikidata12k_both - [INFO] - [E:215| 0]: Train Loss:0.0009112, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:33:20,487 - wikidata12k_both - [INFO] - [E:215| 100]: Train Loss:0.00093303, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:35:30,605 - wikidata12k_both - [INFO] - [E:215| 200]: Train Loss:0.00093481, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:37:40,690 - wikidata12k_both - [INFO] - [E:215| 300]: Train Loss:0.00093591, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:39:50,143 - wikidata12k_both - [INFO] - [E:215| 400]: Train Loss:0.00093543, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:42:00,103 - wikidata12k_both - [INFO] - [E:215| 500]: Train Loss:0.00093566, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:44:10,141 - wikidata12k_both - [INFO] - [E:215| 600]: Train Loss:0.00093576, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:46:19,727 - wikidata12k_both - [INFO] - [E:215| 700]: Train Loss:0.00093614, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:48:27,558 - wikidata12k_both - [INFO] - [E:215| 800]: Train Loss:0.00093614, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:50:37,633 - wikidata12k_both - [INFO] - [E:215| 900]: Train Loss:0.00093653, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:52:47,436 - wikidata12k_both - [INFO] - [E:215| 1000]: Train Loss:0.00093609, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:54:57,204 - wikidata12k_both - [INFO] - [E:215| 1100]: Train Loss:0.00093626, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:57:06,582 - wikidata12k_both - [INFO] - [E:215| 1200]: Train Loss:0.00093628, Val MRR:0.45584, wikidata12k_both
2023-06-08 18:59:16,520 - wikidata12k_both - [INFO] - [E:215| 1300]: Train Loss:0.00093608, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:01:26,494 - wikidata12k_both - [INFO] - [E:215| 1400]: Train Loss:0.0009361, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:03:34,746 - wikidata12k_both - [INFO] - [E:215| 1500]: Train Loss:0.0009359, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:05:44,837 - wikidata12k_both - [INFO] - [E:215| 1600]: Train Loss:0.00093594, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:07:09,802 - wikidata12k_both - [INFO] - [Epoch:215]: Training Loss:0.0009358
2023-06-08 19:07:10,266 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 19:07:55,338 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 19:08:09,236 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 19:08:54,899 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 19:09:08,394 - wikidata12k_both - [INFO] - [Evaluating Epoch 215 valid]:
MRR: Tail : 0.52997, Head : 0.363, Avg : 0.44649
2023-06-08 19:09:08,394 - wikidata12k_both - [INFO] - [Epoch 215]: Training Loss: 0.00093579, Valid MRR: 0.45584,
2023-06-08 19:09:09,638 - wikidata12k_both - [INFO] - [E:216| 0]: Train Loss:0.00092608, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:11:19,099 - wikidata12k_both - [INFO] - [E:216| 100]: Train Loss:0.00093694, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:13:28,727 - wikidata12k_both - [INFO] - [E:216| 200]: Train Loss:0.00093611, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:15:38,164 - wikidata12k_both - [INFO] - [E:216| 300]: Train Loss:0.00093584, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:17:47,041 - wikidata12k_both - [INFO] - [E:216| 400]: Train Loss:0.00093539, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:19:56,920 - wikidata12k_both - [INFO] - [E:216| 500]: Train Loss:0.00093501, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:22:07,082 - wikidata12k_both - [INFO] - [E:216| 600]: Train Loss:0.00093515, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:24:16,992 - wikidata12k_both - [INFO] - [E:216| 700]: Train Loss:0.000935, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:26:27,030 - wikidata12k_both - [INFO] - [E:216| 800]: Train Loss:0.00093554, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:28:36,838 - wikidata12k_both - [INFO] - [E:216| 900]: Train Loss:0.00093541, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:30:47,249 - wikidata12k_both - [INFO] - [E:216| 1000]: Train Loss:0.00093508, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:32:55,309 - wikidata12k_both - [INFO] - [E:216| 1100]: Train Loss:0.00093529, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:35:05,220 - wikidata12k_both - [INFO] - [E:216| 1200]: Train Loss:0.00093525, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:37:03,721 - wikidata12k_both - [INFO] - [E:216| 1300]: Train Loss:0.00093554, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:38:27,893 - wikidata12k_both - [INFO] - [E:216| 1400]: Train Loss:0.00093553, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:39:52,162 - wikidata12k_both - [INFO] - [E:216| 1500]: Train Loss:0.00093544, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:41:16,198 - wikidata12k_both - [INFO] - [E:216| 1600]: Train Loss:0.0009356, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:42:11,084 - wikidata12k_both - [INFO] - [Epoch:216]: Training Loss:0.0009358
2023-06-08 19:42:11,386 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 19:42:40,236 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 19:42:49,082 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 19:43:18,194 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 19:43:26,748 - wikidata12k_both - [INFO] - [Evaluating Epoch 216 valid]:
MRR: Tail : 0.52475, Head : 0.3841, Avg : 0.45442
2023-06-08 19:43:26,748 - wikidata12k_both - [INFO] - [Epoch 216]: Training Loss: 0.00093578, Valid MRR: 0.45584,
2023-06-08 19:43:27,607 - wikidata12k_both - [INFO] - [E:217| 0]: Train Loss:0.00091993, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:45:11,604 - wikidata12k_both - [INFO] - [E:217| 100]: Train Loss:0.00093208, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:47:19,836 - wikidata12k_both - [INFO] - [E:217| 200]: Train Loss:0.00093523, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:49:29,974 - wikidata12k_both - [INFO] - [E:217| 300]: Train Loss:0.00093559, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:51:38,356 - wikidata12k_both - [INFO] - [E:217| 400]: Train Loss:0.00093542, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:53:46,630 - wikidata12k_both - [INFO] - [E:217| 500]: Train Loss:0.0009357, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:55:55,784 - wikidata12k_both - [INFO] - [E:217| 600]: Train Loss:0.00093609, Val MRR:0.45584, wikidata12k_both
2023-06-08 19:58:03,931 - wikidata12k_both - [INFO] - [E:217| 700]: Train Loss:0.00093629, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:00:12,871 - wikidata12k_both - [INFO] - [E:217| 800]: Train Loss:0.00093593, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:02:21,235 - wikidata12k_both - [INFO] - [E:217| 900]: Train Loss:0.00093618, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:04:29,247 - wikidata12k_both - [INFO] - [E:217| 1000]: Train Loss:0.0009361, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:06:37,590 - wikidata12k_both - [INFO] - [E:217| 1100]: Train Loss:0.00093572, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:08:46,672 - wikidata12k_both - [INFO] - [E:217| 1200]: Train Loss:0.00093608, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:10:55,915 - wikidata12k_both - [INFO] - [E:217| 1300]: Train Loss:0.00093578, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:13:04,444 - wikidata12k_both - [INFO] - [E:217| 1400]: Train Loss:0.00093591, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:15:12,861 - wikidata12k_both - [INFO] - [E:217| 1500]: Train Loss:0.00093567, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:17:21,647 - wikidata12k_both - [INFO] - [E:217| 1600]: Train Loss:0.0009359, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:18:45,571 - wikidata12k_both - [INFO] - [Epoch:217]: Training Loss:0.0009358
2023-06-08 20:18:46,041 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 20:19:30,998 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 20:19:44,759 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 20:20:30,022 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 20:20:43,427 - wikidata12k_both - [INFO] - [Evaluating Epoch 217 valid]:
MRR: Tail : 0.52415, Head : 0.38204, Avg : 0.45309
2023-06-08 20:20:43,427 - wikidata12k_both - [INFO] - [Epoch 217]: Training Loss: 0.0009358, Valid MRR: 0.45584,
2023-06-08 20:20:44,696 - wikidata12k_both - [INFO] - [E:218| 0]: Train Loss:0.00094711, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:22:52,928 - wikidata12k_both - [INFO] - [E:218| 100]: Train Loss:0.00093105, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:25:00,946 - wikidata12k_both - [INFO] - [E:218| 200]: Train Loss:0.0009319, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:27:09,499 - wikidata12k_both - [INFO] - [E:218| 300]: Train Loss:0.00093288, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:29:18,098 - wikidata12k_both - [INFO] - [E:218| 400]: Train Loss:0.00093376, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:31:25,586 - wikidata12k_both - [INFO] - [E:218| 500]: Train Loss:0.00093423, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:33:33,911 - wikidata12k_both - [INFO] - [E:218| 600]: Train Loss:0.00093495, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:35:42,238 - wikidata12k_both - [INFO] - [E:218| 700]: Train Loss:0.00093521, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:37:50,899 - wikidata12k_both - [INFO] - [E:218| 800]: Train Loss:0.00093509, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:39:58,906 - wikidata12k_both - [INFO] - [E:218| 900]: Train Loss:0.00093486, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:42:07,410 - wikidata12k_both - [INFO] - [E:218| 1000]: Train Loss:0.00093517, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:44:15,917 - wikidata12k_both - [INFO] - [E:218| 1100]: Train Loss:0.00093518, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:46:24,684 - wikidata12k_both - [INFO] - [E:218| 1200]: Train Loss:0.00093522, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:48:32,821 - wikidata12k_both - [INFO] - [E:218| 1300]: Train Loss:0.00093527, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:50:40,998 - wikidata12k_both - [INFO] - [E:218| 1400]: Train Loss:0.00093539, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:52:48,433 - wikidata12k_both - [INFO] - [E:218| 1500]: Train Loss:0.00093543, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:54:56,792 - wikidata12k_both - [INFO] - [E:218| 1600]: Train Loss:0.00093534, Val MRR:0.45584, wikidata12k_both
2023-06-08 20:56:20,422 - wikidata12k_both - [INFO] - [Epoch:218]: Training Loss:0.0009354
2023-06-08 20:56:20,876 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 20:57:05,273 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 20:57:19,044 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 20:58:04,135 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 20:58:17,457 - wikidata12k_both - [INFO] - [Evaluating Epoch 218 valid]:
MRR: Tail : 0.51948, Head : 0.37524, Avg : 0.44736
2023-06-08 20:58:17,457 - wikidata12k_both - [INFO] - [Epoch 218]: Training Loss: 0.00093542, Valid MRR: 0.45584,
2023-06-08 20:58:18,737 - wikidata12k_both - [INFO] - [E:219| 0]: Train Loss:0.00092027, Val MRR:0.45584, wikidata12k_both
2023-06-08 21:00:26,918 - wikidata12k_both - [INFO] - [E:219| 100]: Train Loss:0.00093706, Val MRR:0.45584, wikidata12k_both
2023-06-08 21:02:35,235 - wikidata12k_both - [INFO] - [E:219| 200]: Train Loss:0.00093801, Val MRR:0.45584, wikidata12k_both
2023-06-08 21:04:43,376 - wikidata12k_both - [INFO] - [E:219| 300]: Train Loss:0.00093668, Val MRR:0.45584, wikidata12k_both
2023-06-08 21:06:52,569 - wikidata12k_both - [INFO] - [E:219| 400]: Train Loss:0.00093543, Val MRR:0.45584, wikidata12k_both
2023-06-08 21:09:00,271 - wikidata12k_both - [INFO] - [E:219| 500]: Train Loss:0.00093573, Val MRR:0.45584, wikidata12k_both
2023-06-08 21:11:08,961 - wikidata12k_both - [INFO] - [E:219| 600]: Train Loss:0.0009353, Val MRR:0.45584, wikidata12k_both
2023-06-08 21:13:17,524 - wikidata12k_both - [INFO] - [E:219| 700]: Train Loss:0.00093533, Val MRR:0.45584, wikidata12k_both
2023-06-08 21:15:26,970 - wikidata12k_both - [INFO] - [E:219| 800]: Train Loss:0.0009354, Val MRR:0.45584, wikidata12k_both
2023-06-08 21:17:34,855 - wikidata12k_both - [INFO] - [E:219| 900]: Train Loss:0.00093547, Val MRR:0.45584, wikidata12k_both
2023-06-08 21:19:44,538 - wikidata12k_both - [INFO] - [E:219| 1000]: Train Loss:0.00093525, Val MRR:0.45584, wikidata12k_both
2023-06-08 21:21:19,441 - wikidata12k_both - [INFO] - [E:219| 1100]: Train Loss:0.00093561, Val MRR:0.45584, wikidata12k_both
2023-06-08 21:22:43,704 - wikidata12k_both - [INFO] - [E:219| 1200]: Train Loss:0.00093544, Val MRR:0.45584, wikidata12k_both
2023-06-08 21:24:08,547 - wikidata12k_both - [INFO] - [E:219| 1300]: Train Loss:0.00093564, Val MRR:0.45584, wikidata12k_both
2023-06-08 21:25:32,882 - wikidata12k_both - [INFO] - [E:219| 1400]: Train Loss:0.00093545, Val MRR:0.45584, wikidata12k_both
2023-06-08 21:26:57,780 - wikidata12k_both - [INFO] - [E:219| 1500]: Train Loss:0.00093519, Val MRR:0.45584, wikidata12k_both
2023-06-08 21:28:42,775 - wikidata12k_both - [INFO] - [E:219| 1600]: Train Loss:0.00093505, Val MRR:0.45584, wikidata12k_both
2023-06-08 21:30:06,835 - wikidata12k_both - [INFO] - [Epoch:219]: Training Loss:0.0009351
2023-06-08 21:30:07,294 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 21:30:51,944 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 21:31:05,613 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 21:31:50,713 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 21:32:04,063 - wikidata12k_both - [INFO] - [Evaluating Epoch 219 valid]:
MRR: Tail : 0.52399, Head : 0.38824, Avg : 0.45611
MR: Tail : 878.21, Head : 851.8, Avg : 865.01
Hit-1: Tail : 0.44341, Head : 0.29718, Avg : 0.37029
Hit-3: Tail : 0.56904, Head : 0.43102, Avg : 0.50003
Hit-10: Tail : 0.67193, Head : 0.57317, Avg : 0.62255
2023-06-08 21:32:05,339 - wikidata12k_both - [INFO] - [Epoch 219]: Training Loss: 0.00093508, Valid MRR: 0.45611,
2023-06-08 21:32:06,609 - wikidata12k_both - [INFO] - [E:220| 0]: Train Loss:0.00094756, Val MRR:0.45611, wikidata12k_both
2023-06-08 21:34:15,062 - wikidata12k_both - [INFO] - [E:220| 100]: Train Loss:0.00093574, Val MRR:0.45611, wikidata12k_both
2023-06-08 21:36:23,089 - wikidata12k_both - [INFO] - [E:220| 200]: Train Loss:0.00093575, Val MRR:0.45611, wikidata12k_both
2023-06-08 21:38:32,113 - wikidata12k_both - [INFO] - [E:220| 300]: Train Loss:0.00093378, Val MRR:0.45611, wikidata12k_both
2023-06-08 21:40:40,774 - wikidata12k_both - [INFO] - [E:220| 400]: Train Loss:0.00093435, Val MRR:0.45611, wikidata12k_both
2023-06-08 21:42:49,317 - wikidata12k_both - [INFO] - [E:220| 500]: Train Loss:0.00093438, Val MRR:0.45611, wikidata12k_both
2023-06-08 21:44:59,482 - wikidata12k_both - [INFO] - [E:220| 600]: Train Loss:0.00093438, Val MRR:0.45611, wikidata12k_both
2023-06-08 21:47:07,409 - wikidata12k_both - [INFO] - [E:220| 700]: Train Loss:0.00093495, Val MRR:0.45611, wikidata12k_both
2023-06-08 21:49:16,679 - wikidata12k_both - [INFO] - [E:220| 800]: Train Loss:0.00093478, Val MRR:0.45611, wikidata12k_both
2023-06-08 21:51:25,100 - wikidata12k_both - [INFO] - [E:220| 900]: Train Loss:0.00093495, Val MRR:0.45611, wikidata12k_both
2023-06-08 21:53:34,891 - wikidata12k_both - [INFO] - [E:220| 1000]: Train Loss:0.00093505, Val MRR:0.45611, wikidata12k_both
2023-06-08 21:55:42,486 - wikidata12k_both - [INFO] - [E:220| 1100]: Train Loss:0.00093506, Val MRR:0.45611, wikidata12k_both
2023-06-08 21:57:51,535 - wikidata12k_both - [INFO] - [E:220| 1200]: Train Loss:0.00093504, Val MRR:0.45611, wikidata12k_both
2023-06-08 21:59:59,757 - wikidata12k_both - [INFO] - [E:220| 1300]: Train Loss:0.00093517, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:02:07,813 - wikidata12k_both - [INFO] - [E:220| 1400]: Train Loss:0.0009353, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:04:16,119 - wikidata12k_both - [INFO] - [E:220| 1500]: Train Loss:0.00093513, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:06:25,158 - wikidata12k_both - [INFO] - [E:220| 1600]: Train Loss:0.00093525, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:07:49,394 - wikidata12k_both - [INFO] - [Epoch:220]: Training Loss:0.0009354
2023-06-08 22:07:49,843 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 22:08:34,987 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 22:08:48,809 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 22:09:34,467 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 22:09:47,943 - wikidata12k_both - [INFO] - [Evaluating Epoch 220 valid]:
MRR: Tail : 0.52227, Head : 0.37161, Avg : 0.44694
2023-06-08 22:09:47,943 - wikidata12k_both - [INFO] - [Epoch 220]: Training Loss: 0.00093535, Valid MRR: 0.45611,
2023-06-08 22:09:49,267 - wikidata12k_both - [INFO] - [E:221| 0]: Train Loss:0.00091631, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:11:58,383 - wikidata12k_both - [INFO] - [E:221| 100]: Train Loss:0.00093406, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:14:08,043 - wikidata12k_both - [INFO] - [E:221| 200]: Train Loss:0.00093467, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:16:17,263 - wikidata12k_both - [INFO] - [E:221| 300]: Train Loss:0.0009346, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:18:26,667 - wikidata12k_both - [INFO] - [E:221| 400]: Train Loss:0.0009353, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:20:36,229 - wikidata12k_both - [INFO] - [E:221| 500]: Train Loss:0.00093559, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:22:45,863 - wikidata12k_both - [INFO] - [E:221| 600]: Train Loss:0.00093507, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:24:55,857 - wikidata12k_both - [INFO] - [E:221| 700]: Train Loss:0.00093523, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:27:06,095 - wikidata12k_both - [INFO] - [E:221| 800]: Train Loss:0.00093502, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:29:16,154 - wikidata12k_both - [INFO] - [E:221| 900]: Train Loss:0.00093526, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:31:25,400 - wikidata12k_both - [INFO] - [E:221| 1000]: Train Loss:0.00093529, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:33:34,841 - wikidata12k_both - [INFO] - [E:221| 1100]: Train Loss:0.00093523, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:35:43,431 - wikidata12k_both - [INFO] - [E:221| 1200]: Train Loss:0.00093487, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:37:53,632 - wikidata12k_both - [INFO] - [E:221| 1300]: Train Loss:0.00093524, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:40:03,298 - wikidata12k_both - [INFO] - [E:221| 1400]: Train Loss:0.00093536, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:42:13,037 - wikidata12k_both - [INFO] - [E:221| 1500]: Train Loss:0.00093544, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:44:22,677 - wikidata12k_both - [INFO] - [E:221| 1600]: Train Loss:0.00093535, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:45:46,892 - wikidata12k_both - [INFO] - [Epoch:221]: Training Loss:0.0009352
2023-06-08 22:45:47,359 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 22:46:32,723 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 22:46:46,571 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 22:47:32,050 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 22:47:45,584 - wikidata12k_both - [INFO] - [Evaluating Epoch 221 valid]:
MRR: Tail : 0.52161, Head : 0.35324, Avg : 0.43742
2023-06-08 22:47:45,585 - wikidata12k_both - [INFO] - [Epoch 221]: Training Loss: 0.00093523, Valid MRR: 0.45611,
2023-06-08 22:47:46,918 - wikidata12k_both - [INFO] - [E:222| 0]: Train Loss:0.00092356, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:49:56,998 - wikidata12k_both - [INFO] - [E:222| 100]: Train Loss:0.00093168, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:52:06,331 - wikidata12k_both - [INFO] - [E:222| 200]: Train Loss:0.00093311, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:54:16,436 - wikidata12k_both - [INFO] - [E:222| 300]: Train Loss:0.00093372, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:56:25,938 - wikidata12k_both - [INFO] - [E:222| 400]: Train Loss:0.00093311, Val MRR:0.45611, wikidata12k_both
2023-06-08 22:58:36,309 - wikidata12k_both - [INFO] - [E:222| 500]: Train Loss:0.00093309, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:00:44,959 - wikidata12k_both - [INFO] - [E:222| 600]: Train Loss:0.00093375, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:02:53,833 - wikidata12k_both - [INFO] - [E:222| 700]: Train Loss:0.00093395, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:04:26,750 - wikidata12k_both - [INFO] - [E:222| 800]: Train Loss:0.00093418, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:05:50,711 - wikidata12k_both - [INFO] - [E:222| 900]: Train Loss:0.00093468, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:07:14,940 - wikidata12k_both - [INFO] - [E:222| 1000]: Train Loss:0.00093479, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:08:38,975 - wikidata12k_both - [INFO] - [E:222| 1100]: Train Loss:0.00093491, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:10:03,459 - wikidata12k_both - [INFO] - [E:222| 1200]: Train Loss:0.00093506, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:11:43,476 - wikidata12k_both - [INFO] - [E:222| 1300]: Train Loss:0.00093497, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:13:52,228 - wikidata12k_both - [INFO] - [E:222| 1400]: Train Loss:0.00093507, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:16:01,178 - wikidata12k_both - [INFO] - [E:222| 1500]: Train Loss:0.00093528, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:18:09,725 - wikidata12k_both - [INFO] - [E:222| 1600]: Train Loss:0.00093527, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:19:34,083 - wikidata12k_both - [INFO] - [Epoch:222]: Training Loss:0.0009352
2023-06-08 23:19:34,526 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 23:20:19,284 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 23:20:33,005 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 23:21:18,068 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 23:21:31,456 - wikidata12k_both - [INFO] - [Evaluating Epoch 222 valid]:
MRR: Tail : 0.52199, Head : 0.38438, Avg : 0.45319
2023-06-08 23:21:31,456 - wikidata12k_both - [INFO] - [Epoch 222]: Training Loss: 0.00093516, Valid MRR: 0.45611,
2023-06-08 23:21:32,739 - wikidata12k_both - [INFO] - [E:223| 0]: Train Loss:0.00091524, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:23:41,642 - wikidata12k_both - [INFO] - [E:223| 100]: Train Loss:0.00093281, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:25:51,892 - wikidata12k_both - [INFO] - [E:223| 200]: Train Loss:0.00093421, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:28:01,502 - wikidata12k_both - [INFO] - [E:223| 300]: Train Loss:0.00093373, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:30:10,896 - wikidata12k_both - [INFO] - [E:223| 400]: Train Loss:0.00093444, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:32:19,486 - wikidata12k_both - [INFO] - [E:223| 500]: Train Loss:0.00093377, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:34:29,304 - wikidata12k_both - [INFO] - [E:223| 600]: Train Loss:0.00093474, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:36:39,987 - wikidata12k_both - [INFO] - [E:223| 700]: Train Loss:0.00093476, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:38:49,054 - wikidata12k_both - [INFO] - [E:223| 800]: Train Loss:0.00093439, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:40:58,654 - wikidata12k_both - [INFO] - [E:223| 900]: Train Loss:0.00093442, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:43:08,142 - wikidata12k_both - [INFO] - [E:223| 1000]: Train Loss:0.0009342, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:45:18,070 - wikidata12k_both - [INFO] - [E:223| 1100]: Train Loss:0.0009342, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:47:26,486 - wikidata12k_both - [INFO] - [E:223| 1200]: Train Loss:0.00093456, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:49:36,547 - wikidata12k_both - [INFO] - [E:223| 1300]: Train Loss:0.00093438, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:51:45,494 - wikidata12k_both - [INFO] - [E:223| 1400]: Train Loss:0.00093473, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:53:55,378 - wikidata12k_both - [INFO] - [E:223| 1500]: Train Loss:0.00093479, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:56:04,749 - wikidata12k_both - [INFO] - [E:223| 1600]: Train Loss:0.00093494, Val MRR:0.45611, wikidata12k_both
2023-06-08 23:57:29,692 - wikidata12k_both - [INFO] - [Epoch:223]: Training Loss:0.0009349
2023-06-08 23:57:30,162 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-08 23:58:15,364 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-08 23:58:29,060 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-08 23:59:14,594 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-08 23:59:28,074 - wikidata12k_both - [INFO] - [Evaluating Epoch 223 valid]:
MRR: Tail : 0.52407, Head : 0.38227, Avg : 0.45317
2023-06-08 23:59:28,074 - wikidata12k_both - [INFO] - [Epoch 223]: Training Loss: 0.00093492, Valid MRR: 0.45611,
2023-06-08 23:59:29,352 - wikidata12k_both - [INFO] - [E:224| 0]: Train Loss:0.00092319, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:01:38,729 - wikidata12k_both - [INFO] - [E:224| 100]: Train Loss:0.00093746, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:03:48,077 - wikidata12k_both - [INFO] - [E:224| 200]: Train Loss:0.00093744, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:05:58,022 - wikidata12k_both - [INFO] - [E:224| 300]: Train Loss:0.00093689, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:08:07,896 - wikidata12k_both - [INFO] - [E:224| 400]: Train Loss:0.00093619, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:10:17,471 - wikidata12k_both - [INFO] - [E:224| 500]: Train Loss:0.00093531, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:12:27,290 - wikidata12k_both - [INFO] - [E:224| 600]: Train Loss:0.00093554, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:14:36,612 - wikidata12k_both - [INFO] - [E:224| 700]: Train Loss:0.0009355, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:16:46,634 - wikidata12k_both - [INFO] - [E:224| 800]: Train Loss:0.00093538, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:18:54,640 - wikidata12k_both - [INFO] - [E:224| 900]: Train Loss:0.00093526, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:21:04,518 - wikidata12k_both - [INFO] - [E:224| 1000]: Train Loss:0.00093523, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:23:14,366 - wikidata12k_both - [INFO] - [E:224| 1100]: Train Loss:0.00093547, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:25:24,599 - wikidata12k_both - [INFO] - [E:224| 1200]: Train Loss:0.00093502, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:27:34,292 - wikidata12k_both - [INFO] - [E:224| 1300]: Train Loss:0.00093511, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:29:43,921 - wikidata12k_both - [INFO] - [E:224| 1400]: Train Loss:0.00093504, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:31:53,670 - wikidata12k_both - [INFO] - [E:224| 1500]: Train Loss:0.00093502, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:34:01,568 - wikidata12k_both - [INFO] - [E:224| 1600]: Train Loss:0.0009349, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:35:26,378 - wikidata12k_both - [INFO] - [Epoch:224]: Training Loss:0.0009348
2023-06-09 00:35:26,840 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 00:36:12,225 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 00:36:25,954 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 00:37:11,414 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 00:37:24,847 - wikidata12k_both - [INFO] - [Evaluating Epoch 224 valid]:
MRR: Tail : 0.52366, Head : 0.31001, Avg : 0.41684
2023-06-09 00:37:24,847 - wikidata12k_both - [INFO] - [Epoch 224]: Training Loss: 0.00093478, Valid MRR: 0.45611,
2023-06-09 00:37:26,125 - wikidata12k_both - [INFO] - [E:225| 0]: Train Loss:0.00098832, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:39:35,548 - wikidata12k_both - [INFO] - [E:225| 100]: Train Loss:0.00093416, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:41:45,837 - wikidata12k_both - [INFO] - [E:225| 200]: Train Loss:0.00093301, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:43:55,001 - wikidata12k_both - [INFO] - [E:225| 300]: Train Loss:0.0009333, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:46:03,684 - wikidata12k_both - [INFO] - [E:225| 400]: Train Loss:0.00093387, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:47:38,450 - wikidata12k_both - [INFO] - [E:225| 500]: Train Loss:0.00093395, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:49:02,491 - wikidata12k_both - [INFO] - [E:225| 600]: Train Loss:0.00093416, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:50:26,890 - wikidata12k_both - [INFO] - [E:225| 700]: Train Loss:0.00093415, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:51:50,954 - wikidata12k_both - [INFO] - [E:225| 800]: Train Loss:0.00093411, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:53:15,085 - wikidata12k_both - [INFO] - [E:225| 900]: Train Loss:0.00093406, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:54:54,078 - wikidata12k_both - [INFO] - [E:225| 1000]: Train Loss:0.00093388, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:57:01,791 - wikidata12k_both - [INFO] - [E:225| 1100]: Train Loss:0.00093385, Val MRR:0.45611, wikidata12k_both
2023-06-09 00:59:10,393 - wikidata12k_both - [INFO] - [E:225| 1200]: Train Loss:0.00093418, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:01:19,128 - wikidata12k_both - [INFO] - [E:225| 1300]: Train Loss:0.00093425, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:03:27,671 - wikidata12k_both - [INFO] - [E:225| 1400]: Train Loss:0.00093463, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:05:35,940 - wikidata12k_both - [INFO] - [E:225| 1500]: Train Loss:0.00093464, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:07:45,665 - wikidata12k_both - [INFO] - [E:225| 1600]: Train Loss:0.00093476, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:09:09,334 - wikidata12k_both - [INFO] - [Epoch:225]: Training Loss:0.0009347
2023-06-09 01:09:09,781 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 01:09:54,435 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 01:10:08,122 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 01:10:53,297 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 01:11:06,592 - wikidata12k_both - [INFO] - [Evaluating Epoch 225 valid]:
MRR: Tail : 0.52552, Head : 0.32486, Avg : 0.42519
2023-06-09 01:11:06,592 - wikidata12k_both - [INFO] - [Epoch 225]: Training Loss: 0.00093471, Valid MRR: 0.45611,
2023-06-09 01:11:07,903 - wikidata12k_both - [INFO] - [E:226| 0]: Train Loss:0.00093521, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:13:16,575 - wikidata12k_both - [INFO] - [E:226| 100]: Train Loss:0.00093115, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:15:26,176 - wikidata12k_both - [INFO] - [E:226| 200]: Train Loss:0.0009312, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:17:33,742 - wikidata12k_both - [INFO] - [E:226| 300]: Train Loss:0.00093195, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:19:42,229 - wikidata12k_both - [INFO] - [E:226| 400]: Train Loss:0.00093229, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:21:49,427 - wikidata12k_both - [INFO] - [E:226| 500]: Train Loss:0.00093278, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:23:57,754 - wikidata12k_both - [INFO] - [E:226| 600]: Train Loss:0.00093268, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:26:05,768 - wikidata12k_both - [INFO] - [E:226| 700]: Train Loss:0.00093302, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:28:14,762 - wikidata12k_both - [INFO] - [E:226| 800]: Train Loss:0.00093295, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:30:23,073 - wikidata12k_both - [INFO] - [E:226| 900]: Train Loss:0.00093355, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:32:31,589 - wikidata12k_both - [INFO] - [E:226| 1000]: Train Loss:0.00093376, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:34:39,624 - wikidata12k_both - [INFO] - [E:226| 1100]: Train Loss:0.00093405, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:36:48,482 - wikidata12k_both - [INFO] - [E:226| 1200]: Train Loss:0.00093423, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:38:56,468 - wikidata12k_both - [INFO] - [E:226| 1300]: Train Loss:0.00093449, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:41:04,819 - wikidata12k_both - [INFO] - [E:226| 1400]: Train Loss:0.00093457, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:43:12,349 - wikidata12k_both - [INFO] - [E:226| 1500]: Train Loss:0.00093474, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:45:21,061 - wikidata12k_both - [INFO] - [E:226| 1600]: Train Loss:0.00093464, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:46:44,876 - wikidata12k_both - [INFO] - [Epoch:226]: Training Loss:0.0009347
2023-06-09 01:46:45,295 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 01:47:30,105 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 01:47:43,802 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 01:48:29,042 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 01:48:42,481 - wikidata12k_both - [INFO] - [Evaluating Epoch 226 valid]:
MRR: Tail : 0.52415, Head : 0.28967, Avg : 0.40691
2023-06-09 01:48:42,481 - wikidata12k_both - [INFO] - [Epoch 226]: Training Loss: 0.00093474, Valid MRR: 0.45611,
2023-06-09 01:48:43,759 - wikidata12k_both - [INFO] - [E:227| 0]: Train Loss:0.00092862, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:50:51,463 - wikidata12k_both - [INFO] - [E:227| 100]: Train Loss:0.00093775, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:53:00,883 - wikidata12k_both - [INFO] - [E:227| 200]: Train Loss:0.00093543, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:55:09,134 - wikidata12k_both - [INFO] - [E:227| 300]: Train Loss:0.00093441, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:57:17,532 - wikidata12k_both - [INFO] - [E:227| 400]: Train Loss:0.00093471, Val MRR:0.45611, wikidata12k_both
2023-06-09 01:59:26,486 - wikidata12k_both - [INFO] - [E:227| 500]: Train Loss:0.00093439, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:01:36,035 - wikidata12k_both - [INFO] - [E:227| 600]: Train Loss:0.00093448, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:03:44,075 - wikidata12k_both - [INFO] - [E:227| 700]: Train Loss:0.00093419, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:05:52,431 - wikidata12k_both - [INFO] - [E:227| 800]: Train Loss:0.00093429, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:08:01,012 - wikidata12k_both - [INFO] - [E:227| 900]: Train Loss:0.00093449, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:10:10,553 - wikidata12k_both - [INFO] - [E:227| 1000]: Train Loss:0.00093419, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:12:18,540 - wikidata12k_both - [INFO] - [E:227| 1100]: Train Loss:0.00093447, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:14:27,192 - wikidata12k_both - [INFO] - [E:227| 1200]: Train Loss:0.00093458, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:16:35,849 - wikidata12k_both - [INFO] - [E:227| 1300]: Train Loss:0.00093448, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:18:43,954 - wikidata12k_both - [INFO] - [E:227| 1400]: Train Loss:0.00093431, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:20:52,806 - wikidata12k_both - [INFO] - [E:227| 1500]: Train Loss:0.00093443, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:23:01,165 - wikidata12k_both - [INFO] - [E:227| 1600]: Train Loss:0.00093436, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:24:24,897 - wikidata12k_both - [INFO] - [Epoch:227]: Training Loss:0.0009345
2023-06-09 02:24:25,354 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 02:25:10,353 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 02:25:24,101 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 02:26:09,372 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 02:26:22,568 - wikidata12k_both - [INFO] - [Evaluating Epoch 227 valid]:
MRR: Tail : 0.51978, Head : 0.36977, Avg : 0.44478
2023-06-09 02:26:22,569 - wikidata12k_both - [INFO] - [Epoch 227]: Training Loss: 0.00093451, Valid MRR: 0.45611,
2023-06-09 02:26:23,907 - wikidata12k_both - [INFO] - [E:228| 0]: Train Loss:0.0009305, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:28:32,631 - wikidata12k_both - [INFO] - [E:228| 100]: Train Loss:0.00093581, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:30:31,482 - wikidata12k_both - [INFO] - [E:228| 200]: Train Loss:0.00093374, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:31:55,735 - wikidata12k_both - [INFO] - [E:228| 300]: Train Loss:0.00093467, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:33:20,079 - wikidata12k_both - [INFO] - [E:228| 400]: Train Loss:0.00093464, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:34:44,622 - wikidata12k_both - [INFO] - [E:228| 500]: Train Loss:0.00093425, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:36:08,424 - wikidata12k_both - [INFO] - [E:228| 600]: Train Loss:0.00093422, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:37:32,449 - wikidata12k_both - [INFO] - [E:228| 700]: Train Loss:0.00093403, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:39:37,483 - wikidata12k_both - [INFO] - [E:228| 800]: Train Loss:0.00093389, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:41:45,305 - wikidata12k_both - [INFO] - [E:228| 900]: Train Loss:0.0009337, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:43:53,961 - wikidata12k_both - [INFO] - [E:228| 1000]: Train Loss:0.00093387, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:46:02,518 - wikidata12k_both - [INFO] - [E:228| 1100]: Train Loss:0.00093403, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:48:10,494 - wikidata12k_both - [INFO] - [E:228| 1200]: Train Loss:0.0009342, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:50:19,088 - wikidata12k_both - [INFO] - [E:228| 1300]: Train Loss:0.00093423, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:52:27,639 - wikidata12k_both - [INFO] - [E:228| 1400]: Train Loss:0.00093426, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:54:35,911 - wikidata12k_both - [INFO] - [E:228| 1500]: Train Loss:0.00093425, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:56:44,938 - wikidata12k_both - [INFO] - [E:228| 1600]: Train Loss:0.00093435, Val MRR:0.45611, wikidata12k_both
2023-06-09 02:58:08,624 - wikidata12k_both - [INFO] - [Epoch:228]: Training Loss:0.0009344
2023-06-09 02:58:09,093 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 02:58:53,867 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 02:59:07,474 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 02:59:52,576 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 03:00:06,036 - wikidata12k_both - [INFO] - [Evaluating Epoch 228 valid]:
MRR: Tail : 0.52142, Head : 0.37958, Avg : 0.4505
2023-06-09 03:00:06,036 - wikidata12k_both - [INFO] - [Epoch 228]: Training Loss: 0.00093439, Valid MRR: 0.45611,
2023-06-09 03:00:07,383 - wikidata12k_both - [INFO] - [E:229| 0]: Train Loss:0.00092116, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:02:15,834 - wikidata12k_both - [INFO] - [E:229| 100]: Train Loss:0.00093462, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:04:24,200 - wikidata12k_both - [INFO] - [E:229| 200]: Train Loss:0.00093558, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:06:32,086 - wikidata12k_both - [INFO] - [E:229| 300]: Train Loss:0.00093462, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:08:40,591 - wikidata12k_both - [INFO] - [E:229| 400]: Train Loss:0.00093489, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:10:49,307 - wikidata12k_both - [INFO] - [E:229| 500]: Train Loss:0.00093454, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:12:58,940 - wikidata12k_both - [INFO] - [E:229| 600]: Train Loss:0.00093478, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:15:07,246 - wikidata12k_both - [INFO] - [E:229| 700]: Train Loss:0.0009344, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:17:16,129 - wikidata12k_both - [INFO] - [E:229| 800]: Train Loss:0.00093475, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:19:25,917 - wikidata12k_both - [INFO] - [E:229| 900]: Train Loss:0.00093454, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:21:36,244 - wikidata12k_both - [INFO] - [E:229| 1000]: Train Loss:0.00093466, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:23:46,112 - wikidata12k_both - [INFO] - [E:229| 1100]: Train Loss:0.00093488, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:25:56,252 - wikidata12k_both - [INFO] - [E:229| 1200]: Train Loss:0.00093477, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:28:05,907 - wikidata12k_both - [INFO] - [E:229| 1300]: Train Loss:0.0009346, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:30:15,903 - wikidata12k_both - [INFO] - [E:229| 1400]: Train Loss:0.00093442, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:32:24,459 - wikidata12k_both - [INFO] - [E:229| 1500]: Train Loss:0.00093429, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:34:33,863 - wikidata12k_both - [INFO] - [E:229| 1600]: Train Loss:0.00093426, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:35:58,992 - wikidata12k_both - [INFO] - [Epoch:229]: Training Loss:0.0009343
2023-06-09 03:35:59,451 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 03:36:44,858 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 03:36:58,680 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 03:37:44,418 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 03:37:57,825 - wikidata12k_both - [INFO] - [Evaluating Epoch 229 valid]:
MRR: Tail : 0.52069, Head : 0.38877, Avg : 0.45473
MR: Tail : 834.37, Head : 850.29, Avg : 842.33
Hit-1: Tail : 0.4397, Head : 0.29856, Avg : 0.36913
Hit-3: Tail : 0.56725, Head : 0.43634, Avg : 0.5018
Hit-10: Tail : 0.66822, Head : 0.57868, Avg : 0.62345
2023-06-09 03:37:57,825 - wikidata12k_both - [INFO] - [Epoch 229]: Training Loss: 0.00093433, Valid MRR: 0.45611,
2023-06-09 03:37:59,152 - wikidata12k_both - [INFO] - [E:230| 0]: Train Loss:0.00094213, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:40:09,009 - wikidata12k_both - [INFO] - [E:230| 100]: Train Loss:0.00093039, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:42:19,100 - wikidata12k_both - [INFO] - [E:230| 200]: Train Loss:0.00093195, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:44:29,141 - wikidata12k_both - [INFO] - [E:230| 300]: Train Loss:0.00093394, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:46:37,903 - wikidata12k_both - [INFO] - [E:230| 400]: Train Loss:0.00093291, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:48:47,151 - wikidata12k_both - [INFO] - [E:230| 500]: Train Loss:0.00093325, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:50:56,404 - wikidata12k_both - [INFO] - [E:230| 600]: Train Loss:0.00093355, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:53:07,133 - wikidata12k_both - [INFO] - [E:230| 700]: Train Loss:0.00093393, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:55:17,116 - wikidata12k_both - [INFO] - [E:230| 800]: Train Loss:0.00093465, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:57:28,137 - wikidata12k_both - [INFO] - [E:230| 900]: Train Loss:0.0009347, Val MRR:0.45611, wikidata12k_both
2023-06-09 03:59:38,019 - wikidata12k_both - [INFO] - [E:230| 1000]: Train Loss:0.00093454, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:01:48,456 - wikidata12k_both - [INFO] - [E:230| 1100]: Train Loss:0.00093456, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:03:57,907 - wikidata12k_both - [INFO] - [E:230| 1200]: Train Loss:0.00093459, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:06:08,264 - wikidata12k_both - [INFO] - [E:230| 1300]: Train Loss:0.00093439, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:08:17,453 - wikidata12k_both - [INFO] - [E:230| 1400]: Train Loss:0.0009342, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:10:27,577 - wikidata12k_both - [INFO] - [E:230| 1500]: Train Loss:0.00093457, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:12:37,435 - wikidata12k_both - [INFO] - [E:230| 1600]: Train Loss:0.00093438, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:13:48,887 - wikidata12k_both - [INFO] - [Epoch:230]: Training Loss:0.0009344
2023-06-09 04:13:49,187 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 04:14:18,305 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 04:14:27,112 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 04:14:56,067 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 04:15:04,520 - wikidata12k_both - [INFO] - [Evaluating Epoch 230 valid]:
MRR: Tail : 0.52135, Head : 0.37756, Avg : 0.44946
2023-06-09 04:15:04,520 - wikidata12k_both - [INFO] - [Epoch 230]: Training Loss: 0.00093443, Valid MRR: 0.45611,
2023-06-09 04:15:05,389 - wikidata12k_both - [INFO] - [E:231| 0]: Train Loss:0.00093864, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:16:29,571 - wikidata12k_both - [INFO] - [E:231| 100]: Train Loss:0.00093677, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:17:53,997 - wikidata12k_both - [INFO] - [E:231| 200]: Train Loss:0.00093546, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:19:18,337 - wikidata12k_both - [INFO] - [E:231| 300]: Train Loss:0.00093493, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:20:42,293 - wikidata12k_both - [INFO] - [E:231| 400]: Train Loss:0.00093505, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:22:45,616 - wikidata12k_both - [INFO] - [E:231| 500]: Train Loss:0.00093446, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:24:55,644 - wikidata12k_both - [INFO] - [E:231| 600]: Train Loss:0.00093391, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:27:05,560 - wikidata12k_both - [INFO] - [E:231| 700]: Train Loss:0.00093432, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:29:14,584 - wikidata12k_both - [INFO] - [E:231| 800]: Train Loss:0.00093393, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:31:24,670 - wikidata12k_both - [INFO] - [E:231| 900]: Train Loss:0.0009339, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:33:33,212 - wikidata12k_both - [INFO] - [E:231| 1000]: Train Loss:0.00093415, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:35:43,941 - wikidata12k_both - [INFO] - [E:231| 1100]: Train Loss:0.00093433, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:37:53,007 - wikidata12k_both - [INFO] - [E:231| 1200]: Train Loss:0.00093457, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:40:03,326 - wikidata12k_both - [INFO] - [E:231| 1300]: Train Loss:0.00093457, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:42:12,877 - wikidata12k_both - [INFO] - [E:231| 1400]: Train Loss:0.00093459, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:44:23,089 - wikidata12k_both - [INFO] - [E:231| 1500]: Train Loss:0.0009346, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:46:31,780 - wikidata12k_both - [INFO] - [E:231| 1600]: Train Loss:0.00093467, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:47:55,964 - wikidata12k_both - [INFO] - [Epoch:231]: Training Loss:0.0009344
2023-06-09 04:47:56,417 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 04:48:41,791 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 04:48:55,679 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 04:49:41,156 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 04:49:54,656 - wikidata12k_both - [INFO] - [Evaluating Epoch 231 valid]:
MRR: Tail : 0.52624, Head : 0.32265, Avg : 0.42444
2023-06-09 04:49:54,656 - wikidata12k_both - [INFO] - [Epoch 231]: Training Loss: 0.00093443, Valid MRR: 0.45611,
2023-06-09 04:49:55,959 - wikidata12k_both - [INFO] - [E:232| 0]: Train Loss:0.00095499, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:52:06,071 - wikidata12k_both - [INFO] - [E:232| 100]: Train Loss:0.00093109, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:54:15,496 - wikidata12k_both - [INFO] - [E:232| 200]: Train Loss:0.00093108, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:56:26,008 - wikidata12k_both - [INFO] - [E:232| 300]: Train Loss:0.00093232, Val MRR:0.45611, wikidata12k_both
2023-06-09 04:58:35,261 - wikidata12k_both - [INFO] - [E:232| 400]: Train Loss:0.00093245, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:00:45,358 - wikidata12k_both - [INFO] - [E:232| 500]: Train Loss:0.00093271, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:02:53,871 - wikidata12k_both - [INFO] - [E:232| 600]: Train Loss:0.0009333, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:05:02,998 - wikidata12k_both - [INFO] - [E:232| 700]: Train Loss:0.00093461, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:07:12,654 - wikidata12k_both - [INFO] - [E:232| 800]: Train Loss:0.00093463, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:09:22,463 - wikidata12k_both - [INFO] - [E:232| 900]: Train Loss:0.00093448, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:11:32,817 - wikidata12k_both - [INFO] - [E:232| 1000]: Train Loss:0.00093437, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:13:42,026 - wikidata12k_both - [INFO] - [E:232| 1100]: Train Loss:0.00093397, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:15:52,572 - wikidata12k_both - [INFO] - [E:232| 1200]: Train Loss:0.00093375, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:18:00,575 - wikidata12k_both - [INFO] - [E:232| 1300]: Train Loss:0.00093411, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:20:10,721 - wikidata12k_both - [INFO] - [E:232| 1400]: Train Loss:0.00093443, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:22:19,950 - wikidata12k_both - [INFO] - [E:232| 1500]: Train Loss:0.00093451, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:24:30,252 - wikidata12k_both - [INFO] - [E:232| 1600]: Train Loss:0.00093435, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:25:54,714 - wikidata12k_both - [INFO] - [Epoch:232]: Training Loss:0.0009346
2023-06-09 05:25:55,178 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 05:26:40,373 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 05:26:54,244 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 05:27:39,730 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 05:27:53,246 - wikidata12k_both - [INFO] - [Evaluating Epoch 232 valid]:
MRR: Tail : 0.52696, Head : 0.36364, Avg : 0.4453
2023-06-09 05:27:53,246 - wikidata12k_both - [INFO] - [Epoch 232]: Training Loss: 0.00093462, Valid MRR: 0.45611,
2023-06-09 05:27:54,532 - wikidata12k_both - [INFO] - [E:233| 0]: Train Loss:0.00092737, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:30:03,938 - wikidata12k_both - [INFO] - [E:233| 100]: Train Loss:0.00093468, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:32:14,523 - wikidata12k_both - [INFO] - [E:233| 200]: Train Loss:0.00093378, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:34:23,975 - wikidata12k_both - [INFO] - [E:233| 300]: Train Loss:0.00093448, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:36:33,963 - wikidata12k_both - [INFO] - [E:233| 400]: Train Loss:0.0009342, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:38:43,591 - wikidata12k_both - [INFO] - [E:233| 500]: Train Loss:0.00093392, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:40:53,709 - wikidata12k_both - [INFO] - [E:233| 600]: Train Loss:0.00093372, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:43:03,371 - wikidata12k_both - [INFO] - [E:233| 700]: Train Loss:0.00093436, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:45:12,955 - wikidata12k_both - [INFO] - [E:233| 800]: Train Loss:0.00093434, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:47:23,718 - wikidata12k_both - [INFO] - [E:233| 900]: Train Loss:0.00093465, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:49:31,862 - wikidata12k_both - [INFO] - [E:233| 1000]: Train Loss:0.00093427, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:51:41,834 - wikidata12k_both - [INFO] - [E:233| 1100]: Train Loss:0.00093396, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:53:51,382 - wikidata12k_both - [INFO] - [E:233| 1200]: Train Loss:0.00093406, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:56:02,160 - wikidata12k_both - [INFO] - [E:233| 1300]: Train Loss:0.00093389, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:57:32,906 - wikidata12k_both - [INFO] - [E:233| 1400]: Train Loss:0.00093377, Val MRR:0.45611, wikidata12k_both
2023-06-09 05:58:56,902 - wikidata12k_both - [INFO] - [E:233| 1500]: Train Loss:0.00093388, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:00:21,223 - wikidata12k_both - [INFO] - [E:233| 1600]: Train Loss:0.00093403, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:01:16,212 - wikidata12k_both - [INFO] - [Epoch:233]: Training Loss:0.0009342
2023-06-09 06:01:16,532 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 06:01:45,111 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 06:01:53,885 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 06:02:22,928 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 06:02:31,351 - wikidata12k_both - [INFO] - [Evaluating Epoch 233 valid]:
MRR: Tail : 0.52014, Head : 0.36767, Avg : 0.4439
2023-06-09 06:02:31,351 - wikidata12k_both - [INFO] - [Epoch 233]: Training Loss: 0.00093415, Valid MRR: 0.45611,
2023-06-09 06:02:32,215 - wikidata12k_both - [INFO] - [E:234| 0]: Train Loss:0.00092669, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:03:58,003 - wikidata12k_both - [INFO] - [E:234| 100]: Train Loss:0.00093637, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:06:08,637 - wikidata12k_both - [INFO] - [E:234| 200]: Train Loss:0.00093374, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:08:18,157 - wikidata12k_both - [INFO] - [E:234| 300]: Train Loss:0.00093459, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:10:28,096 - wikidata12k_both - [INFO] - [E:234| 400]: Train Loss:0.00093436, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:12:37,770 - wikidata12k_both - [INFO] - [E:234| 500]: Train Loss:0.00093424, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:14:48,295 - wikidata12k_both - [INFO] - [E:234| 600]: Train Loss:0.00093384, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:16:58,255 - wikidata12k_both - [INFO] - [E:234| 700]: Train Loss:0.00093341, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:19:07,756 - wikidata12k_both - [INFO] - [E:234| 800]: Train Loss:0.00093327, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:21:17,416 - wikidata12k_both - [INFO] - [E:234| 900]: Train Loss:0.00093324, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:23:27,708 - wikidata12k_both - [INFO] - [E:234| 1000]: Train Loss:0.00093355, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:25:37,327 - wikidata12k_both - [INFO] - [E:234| 1100]: Train Loss:0.00093347, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:27:47,544 - wikidata12k_both - [INFO] - [E:234| 1200]: Train Loss:0.00093368, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:29:57,373 - wikidata12k_both - [INFO] - [E:234| 1300]: Train Loss:0.00093382, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:32:06,491 - wikidata12k_both - [INFO] - [E:234| 1400]: Train Loss:0.0009338, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:34:15,659 - wikidata12k_both - [INFO] - [E:234| 1500]: Train Loss:0.00093397, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:36:25,764 - wikidata12k_both - [INFO] - [E:234| 1600]: Train Loss:0.00093407, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:37:51,255 - wikidata12k_both - [INFO] - [Epoch:234]: Training Loss:0.000934
2023-06-09 06:37:51,714 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 06:38:36,797 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 06:38:50,684 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 06:39:36,088 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 06:39:49,579 - wikidata12k_both - [INFO] - [Evaluating Epoch 234 valid]:
MRR: Tail : 0.52251, Head : 0.36219, Avg : 0.44235
2023-06-09 06:39:49,579 - wikidata12k_both - [INFO] - [Epoch 234]: Training Loss: 0.00093401, Valid MRR: 0.45611,
2023-06-09 06:39:50,880 - wikidata12k_both - [INFO] - [E:235| 0]: Train Loss:0.00091457, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:42:00,982 - wikidata12k_both - [INFO] - [E:235| 100]: Train Loss:0.0009323, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:44:10,679 - wikidata12k_both - [INFO] - [E:235| 200]: Train Loss:0.00093356, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:46:20,976 - wikidata12k_both - [INFO] - [E:235| 300]: Train Loss:0.00093242, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:48:29,528 - wikidata12k_both - [INFO] - [E:235| 400]: Train Loss:0.00093216, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:50:40,301 - wikidata12k_both - [INFO] - [E:235| 500]: Train Loss:0.00093231, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:52:49,794 - wikidata12k_both - [INFO] - [E:235| 600]: Train Loss:0.00093294, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:55:00,591 - wikidata12k_both - [INFO] - [E:235| 700]: Train Loss:0.00093316, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:57:10,007 - wikidata12k_both - [INFO] - [E:235| 800]: Train Loss:0.00093358, Val MRR:0.45611, wikidata12k_both
2023-06-09 06:59:19,823 - wikidata12k_both - [INFO] - [E:235| 900]: Train Loss:0.00093351, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:01:29,746 - wikidata12k_both - [INFO] - [E:235| 1000]: Train Loss:0.00093399, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:03:39,200 - wikidata12k_both - [INFO] - [E:235| 1100]: Train Loss:0.00093368, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:05:49,768 - wikidata12k_both - [INFO] - [E:235| 1200]: Train Loss:0.00093375, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:07:59,129 - wikidata12k_both - [INFO] - [E:235| 1300]: Train Loss:0.00093366, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:10:09,361 - wikidata12k_both - [INFO] - [E:235| 1400]: Train Loss:0.00093359, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:12:18,439 - wikidata12k_both - [INFO] - [E:235| 1500]: Train Loss:0.00093368, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:14:28,706 - wikidata12k_both - [INFO] - [E:235| 1600]: Train Loss:0.00093362, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:15:52,833 - wikidata12k_both - [INFO] - [Epoch:235]: Training Loss:0.0009336
2023-06-09 07:15:53,302 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 07:16:38,774 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 07:16:52,626 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 07:17:38,348 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 07:17:51,809 - wikidata12k_both - [INFO] - [Evaluating Epoch 235 valid]:
MRR: Tail : 0.51923, Head : 0.38044, Avg : 0.44983
2023-06-09 07:17:51,810 - wikidata12k_both - [INFO] - [Epoch 235]: Training Loss: 0.00093362, Valid MRR: 0.45611,
2023-06-09 07:17:53,150 - wikidata12k_both - [INFO] - [E:236| 0]: Train Loss:0.00094368, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:20:01,743 - wikidata12k_both - [INFO] - [E:236| 100]: Train Loss:0.00093157, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:22:12,154 - wikidata12k_both - [INFO] - [E:236| 200]: Train Loss:0.00093199, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:24:21,808 - wikidata12k_both - [INFO] - [E:236| 300]: Train Loss:0.00093137, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:26:31,829 - wikidata12k_both - [INFO] - [E:236| 400]: Train Loss:0.00093212, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:28:40,988 - wikidata12k_both - [INFO] - [E:236| 500]: Train Loss:0.0009324, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:30:51,268 - wikidata12k_both - [INFO] - [E:236| 600]: Train Loss:0.00093245, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:33:00,917 - wikidata12k_both - [INFO] - [E:236| 700]: Train Loss:0.00093299, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:35:10,130 - wikidata12k_both - [INFO] - [E:236| 800]: Train Loss:0.00093367, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:37:20,276 - wikidata12k_both - [INFO] - [E:236| 900]: Train Loss:0.00093349, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:39:27,521 - wikidata12k_both - [INFO] - [E:236| 1000]: Train Loss:0.00093344, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:40:51,873 - wikidata12k_both - [INFO] - [E:236| 1100]: Train Loss:0.00093339, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:42:15,785 - wikidata12k_both - [INFO] - [E:236| 1200]: Train Loss:0.00093333, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:43:40,201 - wikidata12k_both - [INFO] - [E:236| 1300]: Train Loss:0.0009333, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:45:04,541 - wikidata12k_both - [INFO] - [E:236| 1400]: Train Loss:0.00093336, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:46:29,334 - wikidata12k_both - [INFO] - [E:236| 1500]: Train Loss:0.00093329, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:48:24,777 - wikidata12k_both - [INFO] - [E:236| 1600]: Train Loss:0.00093335, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:49:49,685 - wikidata12k_both - [INFO] - [Epoch:236]: Training Loss:0.0009335
2023-06-09 07:49:50,151 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 07:50:35,446 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 07:50:49,192 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 07:51:34,938 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 07:51:48,357 - wikidata12k_both - [INFO] - [Evaluating Epoch 236 valid]:
MRR: Tail : 0.52681, Head : 0.37116, Avg : 0.44899
2023-06-09 07:51:48,357 - wikidata12k_both - [INFO] - [Epoch 236]: Training Loss: 0.00093353, Valid MRR: 0.45611,
2023-06-09 07:51:49,644 - wikidata12k_both - [INFO] - [E:237| 0]: Train Loss:0.00091246, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:53:59,087 - wikidata12k_both - [INFO] - [E:237| 100]: Train Loss:0.00093211, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:56:09,208 - wikidata12k_both - [INFO] - [E:237| 200]: Train Loss:0.00093257, Val MRR:0.45611, wikidata12k_both
2023-06-09 07:58:19,250 - wikidata12k_both - [INFO] - [E:237| 300]: Train Loss:0.00093333, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:00:29,803 - wikidata12k_both - [INFO] - [E:237| 400]: Train Loss:0.00093349, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:02:39,662 - wikidata12k_both - [INFO] - [E:237| 500]: Train Loss:0.00093343, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:04:48,549 - wikidata12k_both - [INFO] - [E:237| 600]: Train Loss:0.0009334, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:06:58,553 - wikidata12k_both - [INFO] - [E:237| 700]: Train Loss:0.00093319, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:09:08,762 - wikidata12k_both - [INFO] - [E:237| 800]: Train Loss:0.00093369, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:11:17,996 - wikidata12k_both - [INFO] - [E:237| 900]: Train Loss:0.00093344, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:13:28,659 - wikidata12k_both - [INFO] - [E:237| 1000]: Train Loss:0.00093358, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:15:38,623 - wikidata12k_both - [INFO] - [E:237| 1100]: Train Loss:0.00093332, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:17:49,264 - wikidata12k_both - [INFO] - [E:237| 1200]: Train Loss:0.00093312, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:19:58,153 - wikidata12k_both - [INFO] - [E:237| 1300]: Train Loss:0.00093333, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:22:07,914 - wikidata12k_both - [INFO] - [E:237| 1400]: Train Loss:0.00093344, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:24:18,510 - wikidata12k_both - [INFO] - [E:237| 1500]: Train Loss:0.00093355, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:26:28,487 - wikidata12k_both - [INFO] - [E:237| 1600]: Train Loss:0.00093349, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:27:53,500 - wikidata12k_both - [INFO] - [Epoch:237]: Training Loss:0.0009335
2023-06-09 08:27:53,953 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 08:28:39,363 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 08:28:53,282 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 08:29:38,904 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 08:29:52,456 - wikidata12k_both - [INFO] - [Evaluating Epoch 237 valid]:
MRR: Tail : 0.52465, Head : 0.3592, Avg : 0.44192
2023-06-09 08:29:52,456 - wikidata12k_both - [INFO] - [Epoch 237]: Training Loss: 0.00093352, Valid MRR: 0.45611,
2023-06-09 08:29:53,782 - wikidata12k_both - [INFO] - [E:238| 0]: Train Loss:0.00091754, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:32:03,988 - wikidata12k_both - [INFO] - [E:238| 100]: Train Loss:0.00093378, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:34:13,464 - wikidata12k_both - [INFO] - [E:238| 200]: Train Loss:0.00093417, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:36:23,907 - wikidata12k_both - [INFO] - [E:238| 300]: Train Loss:0.00093484, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:38:33,484 - wikidata12k_both - [INFO] - [E:238| 400]: Train Loss:0.00093456, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:40:43,898 - wikidata12k_both - [INFO] - [E:238| 500]: Train Loss:0.00093343, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:42:53,561 - wikidata12k_both - [INFO] - [E:238| 600]: Train Loss:0.00093393, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:45:04,092 - wikidata12k_both - [INFO] - [E:238| 700]: Train Loss:0.00093371, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:47:14,031 - wikidata12k_both - [INFO] - [E:238| 800]: Train Loss:0.00093371, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:49:23,742 - wikidata12k_both - [INFO] - [E:238| 900]: Train Loss:0.00093372, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:51:32,724 - wikidata12k_both - [INFO] - [E:238| 1000]: Train Loss:0.00093368, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:53:43,027 - wikidata12k_both - [INFO] - [E:238| 1100]: Train Loss:0.00093356, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:55:53,041 - wikidata12k_both - [INFO] - [E:238| 1200]: Train Loss:0.00093321, Val MRR:0.45611, wikidata12k_both
2023-06-09 08:58:02,764 - wikidata12k_both - [INFO] - [E:238| 1300]: Train Loss:0.0009331, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:00:12,926 - wikidata12k_both - [INFO] - [E:238| 1400]: Train Loss:0.00093346, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:02:22,890 - wikidata12k_both - [INFO] - [E:238| 1500]: Train Loss:0.00093365, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:04:32,644 - wikidata12k_both - [INFO] - [E:238| 1600]: Train Loss:0.00093366, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:05:56,616 - wikidata12k_both - [INFO] - [Epoch:238]: Training Loss:0.0009336
2023-06-09 09:05:57,085 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 09:06:42,342 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 09:06:56,206 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 09:07:41,665 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 09:07:55,137 - wikidata12k_both - [INFO] - [Evaluating Epoch 238 valid]:
MRR: Tail : 0.52307, Head : 0.37696, Avg : 0.45001
2023-06-09 09:07:55,137 - wikidata12k_both - [INFO] - [Epoch 238]: Training Loss: 0.00093361, Valid MRR: 0.45611,
2023-06-09 09:07:56,475 - wikidata12k_both - [INFO] - [E:239| 0]: Train Loss:0.00091821, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:10:05,489 - wikidata12k_both - [INFO] - [E:239| 100]: Train Loss:0.00093402, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:12:16,139 - wikidata12k_both - [INFO] - [E:239| 200]: Train Loss:0.00093398, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:14:26,075 - wikidata12k_both - [INFO] - [E:239| 300]: Train Loss:0.00093497, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:16:36,374 - wikidata12k_both - [INFO] - [E:239| 400]: Train Loss:0.00093491, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:18:46,148 - wikidata12k_both - [INFO] - [E:239| 500]: Train Loss:0.00093452, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:20:54,980 - wikidata12k_both - [INFO] - [E:239| 600]: Train Loss:0.00093452, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:22:49,881 - wikidata12k_both - [INFO] - [E:239| 700]: Train Loss:0.00093456, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:24:14,086 - wikidata12k_both - [INFO] - [E:239| 800]: Train Loss:0.00093443, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:25:38,395 - wikidata12k_both - [INFO] - [E:239| 900]: Train Loss:0.00093367, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:27:02,317 - wikidata12k_both - [INFO] - [E:239| 1000]: Train Loss:0.00093389, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:28:26,381 - wikidata12k_both - [INFO] - [E:239| 1100]: Train Loss:0.00093337, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:29:50,657 - wikidata12k_both - [INFO] - [E:239| 1200]: Train Loss:0.00093364, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:31:58,374 - wikidata12k_both - [INFO] - [E:239| 1300]: Train Loss:0.00093366, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:34:07,412 - wikidata12k_both - [INFO] - [E:239| 1400]: Train Loss:0.00093371, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:36:17,079 - wikidata12k_both - [INFO] - [E:239| 1500]: Train Loss:0.00093369, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:38:26,223 - wikidata12k_both - [INFO] - [E:239| 1600]: Train Loss:0.00093351, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:39:51,793 - wikidata12k_both - [INFO] - [Epoch:239]: Training Loss:0.0009336
2023-06-09 09:39:52,261 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 09:40:37,571 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 09:40:51,531 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 09:41:37,118 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 09:41:50,528 - wikidata12k_both - [INFO] - [Evaluating Epoch 239 valid]:
MRR: Tail : 0.5222, Head : 0.3537, Avg : 0.43795
MR: Tail : 842.57, Head : 852.51, Avg : 847.54
Hit-1: Tail : 0.44407, Head : 0.24606, Avg : 0.34506
Hit-3: Tail : 0.56599, Head : 0.41097, Avg : 0.48848
Hit-10: Tail : 0.66469, Head : 0.57964, Avg : 0.62216
2023-06-09 09:41:50,528 - wikidata12k_both - [INFO] - [Epoch 239]: Training Loss: 0.00093363, Valid MRR: 0.45611,
2023-06-09 09:41:51,802 - wikidata12k_both - [INFO] - [E:240| 0]: Train Loss:0.00092261, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:44:02,120 - wikidata12k_both - [INFO] - [E:240| 100]: Train Loss:0.00093142, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:46:11,306 - wikidata12k_both - [INFO] - [E:240| 200]: Train Loss:0.00093043, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:48:14,985 - wikidata12k_both - [INFO] - [E:240| 300]: Train Loss:0.00093122, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:50:16,716 - wikidata12k_both - [INFO] - [E:240| 400]: Train Loss:0.00093149, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:52:19,653 - wikidata12k_both - [INFO] - [E:240| 500]: Train Loss:0.00093226, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:54:24,471 - wikidata12k_both - [INFO] - [E:240| 600]: Train Loss:0.00093187, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:56:27,829 - wikidata12k_both - [INFO] - [E:240| 700]: Train Loss:0.00093162, Val MRR:0.45611, wikidata12k_both
2023-06-09 09:58:28,382 - wikidata12k_both - [INFO] - [E:240| 800]: Train Loss:0.00093194, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:00:33,507 - wikidata12k_both - [INFO] - [E:240| 900]: Train Loss:0.00093184, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:02:34,126 - wikidata12k_both - [INFO] - [E:240| 1000]: Train Loss:0.00093198, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:04:33,253 - wikidata12k_both - [INFO] - [E:240| 1100]: Train Loss:0.00093205, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:06:33,166 - wikidata12k_both - [INFO] - [E:240| 1200]: Train Loss:0.0009323, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:08:32,411 - wikidata12k_both - [INFO] - [E:240| 1300]: Train Loss:0.00093277, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:10:40,244 - wikidata12k_both - [INFO] - [E:240| 1400]: Train Loss:0.00093256, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:12:49,771 - wikidata12k_both - [INFO] - [E:240| 1500]: Train Loss:0.00093286, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:15:00,397 - wikidata12k_both - [INFO] - [E:240| 1600]: Train Loss:0.0009331, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:16:25,139 - wikidata12k_both - [INFO] - [Epoch:240]: Training Loss:0.0009332
2023-06-09 10:16:25,607 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 10:17:10,921 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 10:17:24,829 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 10:18:10,474 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 10:18:23,858 - wikidata12k_both - [INFO] - [Evaluating Epoch 240 valid]:
MRR: Tail : 0.52369, Head : 0.36639, Avg : 0.44504
2023-06-09 10:18:23,858 - wikidata12k_both - [INFO] - [Epoch 240]: Training Loss: 0.00093324, Valid MRR: 0.45611,
2023-06-09 10:18:25,167 - wikidata12k_both - [INFO] - [E:241| 0]: Train Loss:0.00093814, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:20:33,595 - wikidata12k_both - [INFO] - [E:241| 100]: Train Loss:0.00093176, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:22:43,130 - wikidata12k_both - [INFO] - [E:241| 200]: Train Loss:0.00093398, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:24:47,656 - wikidata12k_both - [INFO] - [E:241| 300]: Train Loss:0.00093447, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:26:47,693 - wikidata12k_both - [INFO] - [E:241| 400]: Train Loss:0.00093338, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:28:50,197 - wikidata12k_both - [INFO] - [E:241| 500]: Train Loss:0.00093262, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:30:53,421 - wikidata12k_both - [INFO] - [E:241| 600]: Train Loss:0.00093236, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:32:56,111 - wikidata12k_both - [INFO] - [E:241| 700]: Train Loss:0.00093274, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:34:58,772 - wikidata12k_both - [INFO] - [E:241| 800]: Train Loss:0.00093266, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:37:02,545 - wikidata12k_both - [INFO] - [E:241| 900]: Train Loss:0.00093256, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:39:12,960 - wikidata12k_both - [INFO] - [E:241| 1000]: Train Loss:0.00093251, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:41:23,003 - wikidata12k_both - [INFO] - [E:241| 1100]: Train Loss:0.00093254, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:43:32,421 - wikidata12k_both - [INFO] - [E:241| 1200]: Train Loss:0.00093262, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:45:42,941 - wikidata12k_both - [INFO] - [E:241| 1300]: Train Loss:0.00093276, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:47:52,270 - wikidata12k_both - [INFO] - [E:241| 1400]: Train Loss:0.00093285, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:50:01,098 - wikidata12k_both - [INFO] - [E:241| 1500]: Train Loss:0.00093296, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:52:11,060 - wikidata12k_both - [INFO] - [E:241| 1600]: Train Loss:0.00093287, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:53:35,750 - wikidata12k_both - [INFO] - [Epoch:241]: Training Loss:0.0009329
2023-06-09 10:53:36,205 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 10:54:21,720 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 10:54:35,460 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 10:55:20,925 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 10:55:34,393 - wikidata12k_both - [INFO] - [Evaluating Epoch 241 valid]:
MRR: Tail : 0.52207, Head : 0.32151, Avg : 0.42179
2023-06-09 10:55:34,393 - wikidata12k_both - [INFO] - [Epoch 241]: Training Loss: 0.00093294, Valid MRR: 0.45611,
2023-06-09 10:55:35,651 - wikidata12k_both - [INFO] - [E:242| 0]: Train Loss:0.00096418, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:57:46,084 - wikidata12k_both - [INFO] - [E:242| 100]: Train Loss:0.00093321, Val MRR:0.45611, wikidata12k_both
2023-06-09 10:59:55,886 - wikidata12k_both - [INFO] - [E:242| 200]: Train Loss:0.00093217, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:02:06,206 - wikidata12k_both - [INFO] - [E:242| 300]: Train Loss:0.0009325, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:04:14,870 - wikidata12k_both - [INFO] - [E:242| 400]: Train Loss:0.00093341, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:06:24,334 - wikidata12k_both - [INFO] - [E:242| 500]: Train Loss:0.00093352, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:08:09,754 - wikidata12k_both - [INFO] - [E:242| 600]: Train Loss:0.00093374, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:09:33,590 - wikidata12k_both - [INFO] - [E:242| 700]: Train Loss:0.00093363, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:10:57,606 - wikidata12k_both - [INFO] - [E:242| 800]: Train Loss:0.00093332, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:12:21,379 - wikidata12k_both - [INFO] - [E:242| 900]: Train Loss:0.00093376, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:13:45,618 - wikidata12k_both - [INFO] - [E:242| 1000]: Train Loss:0.0009336, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:15:15,881 - wikidata12k_both - [INFO] - [E:242| 1100]: Train Loss:0.00093343, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:17:25,759 - wikidata12k_both - [INFO] - [E:242| 1200]: Train Loss:0.00093352, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:19:34,269 - wikidata12k_both - [INFO] - [E:242| 1300]: Train Loss:0.00093366, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:21:43,961 - wikidata12k_both - [INFO] - [E:242| 1400]: Train Loss:0.0009334, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:23:54,476 - wikidata12k_both - [INFO] - [E:242| 1500]: Train Loss:0.00093336, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:26:03,678 - wikidata12k_both - [INFO] - [E:242| 1600]: Train Loss:0.0009332, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:27:29,223 - wikidata12k_both - [INFO] - [Epoch:242]: Training Loss:0.0009333
2023-06-09 11:27:29,689 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 11:28:14,824 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 11:28:28,627 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 11:29:14,068 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 11:29:27,631 - wikidata12k_both - [INFO] - [Evaluating Epoch 242 valid]:
MRR: Tail : 0.52116, Head : 0.30505, Avg : 0.41311
2023-06-09 11:29:27,631 - wikidata12k_both - [INFO] - [Epoch 242]: Training Loss: 0.0009333, Valid MRR: 0.45611,
2023-06-09 11:29:28,939 - wikidata12k_both - [INFO] - [E:243| 0]: Train Loss:0.00095525, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:31:38,498 - wikidata12k_both - [INFO] - [E:243| 100]: Train Loss:0.00093422, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:33:47,696 - wikidata12k_both - [INFO] - [E:243| 200]: Train Loss:0.00093196, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:35:56,482 - wikidata12k_both - [INFO] - [E:243| 300]: Train Loss:0.00093178, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:38:06,575 - wikidata12k_both - [INFO] - [E:243| 400]: Train Loss:0.00093168, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:40:16,921 - wikidata12k_both - [INFO] - [E:243| 500]: Train Loss:0.00093186, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:42:26,356 - wikidata12k_both - [INFO] - [E:243| 600]: Train Loss:0.00093118, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:44:35,928 - wikidata12k_both - [INFO] - [E:243| 700]: Train Loss:0.00093192, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:46:45,304 - wikidata12k_both - [INFO] - [E:243| 800]: Train Loss:0.00093217, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:48:55,112 - wikidata12k_both - [INFO] - [E:243| 900]: Train Loss:0.00093233, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:51:03,752 - wikidata12k_both - [INFO] - [E:243| 1000]: Train Loss:0.00093235, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:53:13,724 - wikidata12k_both - [INFO] - [E:243| 1100]: Train Loss:0.00093265, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:55:22,154 - wikidata12k_both - [INFO] - [E:243| 1200]: Train Loss:0.00093265, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:57:32,229 - wikidata12k_both - [INFO] - [E:243| 1300]: Train Loss:0.00093249, Val MRR:0.45611, wikidata12k_both
2023-06-09 11:59:42,514 - wikidata12k_both - [INFO] - [E:243| 1400]: Train Loss:0.0009329, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:01:51,923 - wikidata12k_both - [INFO] - [E:243| 1500]: Train Loss:0.00093292, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:04:01,608 - wikidata12k_both - [INFO] - [E:243| 1600]: Train Loss:0.00093308, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:05:25,233 - wikidata12k_both - [INFO] - [Epoch:243]: Training Loss:0.0009332
2023-06-09 12:05:25,692 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 12:06:10,820 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 12:06:24,743 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 12:07:10,348 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 12:07:23,750 - wikidata12k_both - [INFO] - [Evaluating Epoch 243 valid]:
MRR: Tail : 0.52279, Head : 0.29337, Avg : 0.40808
2023-06-09 12:07:23,750 - wikidata12k_both - [INFO] - [Epoch 243]: Training Loss: 0.00093322, Valid MRR: 0.45611,
2023-06-09 12:07:25,016 - wikidata12k_both - [INFO] - [E:244| 0]: Train Loss:0.00091261, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:09:35,287 - wikidata12k_both - [INFO] - [E:244| 100]: Train Loss:0.00093338, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:11:45,015 - wikidata12k_both - [INFO] - [E:244| 200]: Train Loss:0.00093263, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:13:54,689 - wikidata12k_both - [INFO] - [E:244| 300]: Train Loss:0.00093169, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:16:05,070 - wikidata12k_both - [INFO] - [E:244| 400]: Train Loss:0.00093267, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:18:14,771 - wikidata12k_both - [INFO] - [E:244| 500]: Train Loss:0.00093256, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:20:23,887 - wikidata12k_both - [INFO] - [E:244| 600]: Train Loss:0.00093218, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:22:33,722 - wikidata12k_both - [INFO] - [E:244| 700]: Train Loss:0.00093217, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:24:44,071 - wikidata12k_both - [INFO] - [E:244| 800]: Train Loss:0.00093204, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:26:53,657 - wikidata12k_both - [INFO] - [E:244| 900]: Train Loss:0.00093223, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:29:04,238 - wikidata12k_both - [INFO] - [E:244| 1000]: Train Loss:0.00093222, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:31:14,022 - wikidata12k_both - [INFO] - [E:244| 1100]: Train Loss:0.00093214, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:33:23,798 - wikidata12k_both - [INFO] - [E:244| 1200]: Train Loss:0.00093218, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:35:31,867 - wikidata12k_both - [INFO] - [E:244| 1300]: Train Loss:0.00093251, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:37:41,683 - wikidata12k_both - [INFO] - [E:244| 1400]: Train Loss:0.00093283, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:39:51,510 - wikidata12k_both - [INFO] - [E:244| 1500]: Train Loss:0.00093291, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:42:01,479 - wikidata12k_both - [INFO] - [E:244| 1600]: Train Loss:0.00093274, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:43:26,469 - wikidata12k_both - [INFO] - [Epoch:244]: Training Loss:0.000933
2023-06-09 12:43:26,919 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 12:44:12,145 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 12:44:25,860 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 12:45:11,313 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 12:45:24,795 - wikidata12k_both - [INFO] - [Evaluating Epoch 244 valid]:
MRR: Tail : 0.52267, Head : 0.31531, Avg : 0.41899
2023-06-09 12:45:24,795 - wikidata12k_both - [INFO] - [Epoch 244]: Training Loss: 0.00093297, Valid MRR: 0.45611,
2023-06-09 12:45:26,105 - wikidata12k_both - [INFO] - [E:245| 0]: Train Loss:0.00095353, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:47:35,582 - wikidata12k_both - [INFO] - [E:245| 100]: Train Loss:0.00093499, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:49:45,190 - wikidata12k_both - [INFO] - [E:245| 200]: Train Loss:0.00093279, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:51:23,636 - wikidata12k_both - [INFO] - [E:245| 300]: Train Loss:0.00093278, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:52:47,566 - wikidata12k_both - [INFO] - [E:245| 400]: Train Loss:0.00093326, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:54:11,516 - wikidata12k_both - [INFO] - [E:245| 500]: Train Loss:0.00093337, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:55:35,795 - wikidata12k_both - [INFO] - [E:245| 600]: Train Loss:0.00093316, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:56:59,967 - wikidata12k_both - [INFO] - [E:245| 700]: Train Loss:0.00093329, Val MRR:0.45611, wikidata12k_both
2023-06-09 12:58:36,935 - wikidata12k_both - [INFO] - [E:245| 800]: Train Loss:0.00093291, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:00:46,531 - wikidata12k_both - [INFO] - [E:245| 900]: Train Loss:0.00093289, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:02:56,486 - wikidata12k_both - [INFO] - [E:245| 1000]: Train Loss:0.00093296, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:05:05,856 - wikidata12k_both - [INFO] - [E:245| 1100]: Train Loss:0.00093303, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:07:16,243 - wikidata12k_both - [INFO] - [E:245| 1200]: Train Loss:0.00093292, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:09:25,775 - wikidata12k_both - [INFO] - [E:245| 1300]: Train Loss:0.00093286, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:11:35,832 - wikidata12k_both - [INFO] - [E:245| 1400]: Train Loss:0.00093281, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:13:45,081 - wikidata12k_both - [INFO] - [E:245| 1500]: Train Loss:0.0009327, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:15:54,736 - wikidata12k_both - [INFO] - [E:245| 1600]: Train Loss:0.00093285, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:17:18,814 - wikidata12k_both - [INFO] - [Epoch:245]: Training Loss:0.0009328
2023-06-09 13:17:19,268 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 13:18:04,551 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 13:18:18,458 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 13:19:04,044 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 13:19:17,491 - wikidata12k_both - [INFO] - [Evaluating Epoch 245 valid]:
MRR: Tail : 0.52635, Head : 0.35042, Avg : 0.43839
2023-06-09 13:19:17,491 - wikidata12k_both - [INFO] - [Epoch 245]: Training Loss: 0.00093278, Valid MRR: 0.45611,
2023-06-09 13:19:18,751 - wikidata12k_both - [INFO] - [E:246| 0]: Train Loss:0.00091032, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:21:27,965 - wikidata12k_both - [INFO] - [E:246| 100]: Train Loss:0.00093092, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:23:38,000 - wikidata12k_both - [INFO] - [E:246| 200]: Train Loss:0.00093252, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:25:46,837 - wikidata12k_both - [INFO] - [E:246| 300]: Train Loss:0.00093362, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:27:56,435 - wikidata12k_both - [INFO] - [E:246| 400]: Train Loss:0.00093335, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:30:05,938 - wikidata12k_both - [INFO] - [E:246| 500]: Train Loss:0.00093253, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:32:15,035 - wikidata12k_both - [INFO] - [E:246| 600]: Train Loss:0.00093191, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:34:24,807 - wikidata12k_both - [INFO] - [E:246| 700]: Train Loss:0.00093165, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:36:32,662 - wikidata12k_both - [INFO] - [E:246| 800]: Train Loss:0.00093181, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:38:42,631 - wikidata12k_both - [INFO] - [E:246| 900]: Train Loss:0.00093165, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:40:52,248 - wikidata12k_both - [INFO] - [E:246| 1000]: Train Loss:0.00093187, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:43:02,254 - wikidata12k_both - [INFO] - [E:246| 1100]: Train Loss:0.00093202, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:45:11,480 - wikidata12k_both - [INFO] - [E:246| 1200]: Train Loss:0.0009324, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:47:22,031 - wikidata12k_both - [INFO] - [E:246| 1300]: Train Loss:0.00093241, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:49:31,323 - wikidata12k_both - [INFO] - [E:246| 1400]: Train Loss:0.00093251, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:51:40,406 - wikidata12k_both - [INFO] - [E:246| 1500]: Train Loss:0.00093255, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:53:49,689 - wikidata12k_both - [INFO] - [E:246| 1600]: Train Loss:0.00093264, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:55:15,166 - wikidata12k_both - [INFO] - [Epoch:246]: Training Loss:0.0009328
2023-06-09 13:55:15,633 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 13:56:00,926 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 13:56:14,746 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 13:57:00,391 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 13:57:13,832 - wikidata12k_both - [INFO] - [Evaluating Epoch 246 valid]:
MRR: Tail : 0.52098, Head : 0.372, Avg : 0.44649
2023-06-09 13:57:13,832 - wikidata12k_both - [INFO] - [Epoch 246]: Training Loss: 0.00093284, Valid MRR: 0.45611,
2023-06-09 13:57:15,124 - wikidata12k_both - [INFO] - [E:247| 0]: Train Loss:0.00093174, Val MRR:0.45611, wikidata12k_both
2023-06-09 13:59:25,791 - wikidata12k_both - [INFO] - [E:247| 100]: Train Loss:0.00093382, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:01:35,157 - wikidata12k_both - [INFO] - [E:247| 200]: Train Loss:0.0009331, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:03:45,250 - wikidata12k_both - [INFO] - [E:247| 300]: Train Loss:0.00093235, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:05:52,994 - wikidata12k_both - [INFO] - [E:247| 400]: Train Loss:0.00093226, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:08:03,186 - wikidata12k_both - [INFO] - [E:247| 500]: Train Loss:0.00093205, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:10:13,162 - wikidata12k_both - [INFO] - [E:247| 600]: Train Loss:0.00093161, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:12:22,455 - wikidata12k_both - [INFO] - [E:247| 700]: Train Loss:0.00093114, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:14:32,328 - wikidata12k_both - [INFO] - [E:247| 800]: Train Loss:0.00093141, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:16:41,546 - wikidata12k_both - [INFO] - [E:247| 900]: Train Loss:0.00093151, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:18:51,472 - wikidata12k_both - [INFO] - [E:247| 1000]: Train Loss:0.00093173, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:21:00,137 - wikidata12k_both - [INFO] - [E:247| 1100]: Train Loss:0.00093216, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:23:09,584 - wikidata12k_both - [INFO] - [E:247| 1200]: Train Loss:0.00093225, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:25:18,727 - wikidata12k_both - [INFO] - [E:247| 1300]: Train Loss:0.00093243, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:27:28,444 - wikidata12k_both - [INFO] - [E:247| 1400]: Train Loss:0.00093238, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:29:38,321 - wikidata12k_both - [INFO] - [E:247| 1500]: Train Loss:0.00093265, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:31:48,227 - wikidata12k_both - [INFO] - [E:247| 1600]: Train Loss:0.00093269, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:33:12,428 - wikidata12k_both - [INFO] - [Epoch:247]: Training Loss:0.0009329
2023-06-09 14:33:12,882 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 14:33:46,665 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 14:33:55,423 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 14:34:24,490 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 14:34:33,060 - wikidata12k_both - [INFO] - [Evaluating Epoch 247 valid]:
MRR: Tail : 0.51734, Head : 0.29394, Avg : 0.40564
2023-06-09 14:34:33,061 - wikidata12k_both - [INFO] - [Epoch 247]: Training Loss: 0.00093287, Valid MRR: 0.45611,
2023-06-09 14:34:33,919 - wikidata12k_both - [INFO] - [E:248| 0]: Train Loss:0.00093478, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:35:58,535 - wikidata12k_both - [INFO] - [E:248| 100]: Train Loss:0.00093198, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:37:22,428 - wikidata12k_both - [INFO] - [E:248| 200]: Train Loss:0.00093223, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:38:46,193 - wikidata12k_both - [INFO] - [E:248| 300]: Train Loss:0.00093215, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:40:10,448 - wikidata12k_both - [INFO] - [E:248| 400]: Train Loss:0.00093236, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:41:53,600 - wikidata12k_both - [INFO] - [E:248| 500]: Train Loss:0.00093263, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:44:03,083 - wikidata12k_both - [INFO] - [E:248| 600]: Train Loss:0.00093241, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:46:13,015 - wikidata12k_both - [INFO] - [E:248| 700]: Train Loss:0.00093261, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:48:21,984 - wikidata12k_both - [INFO] - [E:248| 800]: Train Loss:0.00093242, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:50:30,830 - wikidata12k_both - [INFO] - [E:248| 900]: Train Loss:0.00093225, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:52:39,670 - wikidata12k_both - [INFO] - [E:248| 1000]: Train Loss:0.00093259, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:54:49,602 - wikidata12k_both - [INFO] - [E:248| 1100]: Train Loss:0.00093263, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:56:59,007 - wikidata12k_both - [INFO] - [E:248| 1200]: Train Loss:0.00093294, Val MRR:0.45611, wikidata12k_both
2023-06-09 14:59:08,885 - wikidata12k_both - [INFO] - [E:248| 1300]: Train Loss:0.00093315, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:01:18,791 - wikidata12k_both - [INFO] - [E:248| 1400]: Train Loss:0.00093328, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:03:28,133 - wikidata12k_both - [INFO] - [E:248| 1500]: Train Loss:0.00093317, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:05:37,507 - wikidata12k_both - [INFO] - [E:248| 1600]: Train Loss:0.00093308, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:07:01,520 - wikidata12k_both - [INFO] - [Epoch:248]: Training Loss:0.0009331
2023-06-09 15:07:01,964 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 15:07:47,184 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 15:08:00,984 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 15:08:46,711 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 15:09:00,136 - wikidata12k_both - [INFO] - [Evaluating Epoch 248 valid]:
MRR: Tail : 0.51749, Head : 0.38849, Avg : 0.45299
2023-06-09 15:09:00,136 - wikidata12k_both - [INFO] - [Epoch 248]: Training Loss: 0.00093305, Valid MRR: 0.45611,
2023-06-09 15:09:01,419 - wikidata12k_both - [INFO] - [E:249| 0]: Train Loss:0.0009087, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:11:10,682 - wikidata12k_both - [INFO] - [E:249| 100]: Train Loss:0.00092719, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:13:21,119 - wikidata12k_both - [INFO] - [E:249| 200]: Train Loss:0.00093045, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:15:30,102 - wikidata12k_both - [INFO] - [E:249| 300]: Train Loss:0.00093023, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:17:40,472 - wikidata12k_both - [INFO] - [E:249| 400]: Train Loss:0.00093071, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:19:49,526 - wikidata12k_both - [INFO] - [E:249| 500]: Train Loss:0.00093117, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:21:58,596 - wikidata12k_both - [INFO] - [E:249| 600]: Train Loss:0.00093156, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:24:07,949 - wikidata12k_both - [INFO] - [E:249| 700]: Train Loss:0.00093162, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:26:18,536 - wikidata12k_both - [INFO] - [E:249| 800]: Train Loss:0.0009316, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:28:27,811 - wikidata12k_both - [INFO] - [E:249| 900]: Train Loss:0.00093146, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:30:38,430 - wikidata12k_both - [INFO] - [E:249| 1000]: Train Loss:0.0009314, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:32:47,732 - wikidata12k_both - [INFO] - [E:249| 1100]: Train Loss:0.00093161, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:34:57,633 - wikidata12k_both - [INFO] - [E:249| 1200]: Train Loss:0.00093194, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:37:05,801 - wikidata12k_both - [INFO] - [E:249| 1300]: Train Loss:0.00093206, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:39:15,398 - wikidata12k_both - [INFO] - [E:249| 1400]: Train Loss:0.00093221, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:41:26,123 - wikidata12k_both - [INFO] - [E:249| 1500]: Train Loss:0.0009324, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:43:35,534 - wikidata12k_both - [INFO] - [E:249| 1600]: Train Loss:0.00093244, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:45:00,294 - wikidata12k_both - [INFO] - [Epoch:249]: Training Loss:0.0009324
2023-06-09 15:45:00,759 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 15:45:45,691 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 15:45:59,320 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 15:46:44,845 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 15:46:58,202 - wikidata12k_both - [INFO] - [Evaluating Epoch 249 valid]:
MRR: Tail : 0.52049, Head : 0.35189, Avg : 0.43619
MR: Tail : 836.56, Head : 853.77, Avg : 845.16
Hit-1: Tail : 0.44059, Head : 0.24074, Avg : 0.34067
Hit-3: Tail : 0.56635, Head : 0.41845, Avg : 0.4924
Hit-10: Tail : 0.66565, Head : 0.57329, Avg : 0.61947
2023-06-09 15:46:58,202 - wikidata12k_both - [INFO] - [Epoch 249]: Training Loss: 0.00093244, Valid MRR: 0.45611,
2023-06-09 15:46:59,503 - wikidata12k_both - [INFO] - [E:250| 0]: Train Loss:0.00091353, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:49:08,853 - wikidata12k_both - [INFO] - [E:250| 100]: Train Loss:0.00093166, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:51:17,449 - wikidata12k_both - [INFO] - [E:250| 200]: Train Loss:0.00093028, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:53:27,845 - wikidata12k_both - [INFO] - [E:250| 300]: Train Loss:0.00093124, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:55:37,273 - wikidata12k_both - [INFO] - [E:250| 400]: Train Loss:0.00093147, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:57:47,312 - wikidata12k_both - [INFO] - [E:250| 500]: Train Loss:0.00093133, Val MRR:0.45611, wikidata12k_both
2023-06-09 15:59:56,087 - wikidata12k_both - [INFO] - [E:250| 600]: Train Loss:0.0009317, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:02:06,484 - wikidata12k_both - [INFO] - [E:250| 700]: Train Loss:0.00093196, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:04:15,593 - wikidata12k_both - [INFO] - [E:250| 800]: Train Loss:0.00093216, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:06:24,375 - wikidata12k_both - [INFO] - [E:250| 900]: Train Loss:0.00093263, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:08:33,829 - wikidata12k_both - [INFO] - [E:250| 1000]: Train Loss:0.0009323, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:10:42,611 - wikidata12k_both - [INFO] - [E:250| 1100]: Train Loss:0.00093219, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:12:52,222 - wikidata12k_both - [INFO] - [E:250| 1200]: Train Loss:0.00093236, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:15:01,536 - wikidata12k_both - [INFO] - [E:250| 1300]: Train Loss:0.00093241, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:16:56,005 - wikidata12k_both - [INFO] - [E:250| 1400]: Train Loss:0.00093243, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:18:19,992 - wikidata12k_both - [INFO] - [E:250| 1500]: Train Loss:0.00093238, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:19:44,157 - wikidata12k_both - [INFO] - [E:250| 1600]: Train Loss:0.0009324, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:20:39,179 - wikidata12k_both - [INFO] - [Epoch:250]: Training Loss:0.0009325
2023-06-09 16:20:39,496 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 16:21:08,257 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 16:21:16,920 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 16:21:46,016 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 16:21:54,681 - wikidata12k_both - [INFO] - [Evaluating Epoch 250 valid]:
MRR: Tail : 0.52093, Head : 0.29613, Avg : 0.40853
2023-06-09 16:21:54,681 - wikidata12k_both - [INFO] - [Epoch 250]: Training Loss: 0.00093246, Valid MRR: 0.45611,
2023-06-09 16:21:55,562 - wikidata12k_both - [INFO] - [E:251| 0]: Train Loss:0.00093809, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:23:19,874 - wikidata12k_both - [INFO] - [E:251| 100]: Train Loss:0.00093499, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:25:07,815 - wikidata12k_both - [INFO] - [E:251| 200]: Train Loss:0.00093314, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:27:17,687 - wikidata12k_both - [INFO] - [E:251| 300]: Train Loss:0.00093366, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:29:27,231 - wikidata12k_both - [INFO] - [E:251| 400]: Train Loss:0.00093244, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:31:36,943 - wikidata12k_both - [INFO] - [E:251| 500]: Train Loss:0.0009329, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:33:46,135 - wikidata12k_both - [INFO] - [E:251| 600]: Train Loss:0.00093285, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:35:55,576 - wikidata12k_both - [INFO] - [E:251| 700]: Train Loss:0.00093299, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:38:04,873 - wikidata12k_both - [INFO] - [E:251| 800]: Train Loss:0.00093333, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:40:15,069 - wikidata12k_both - [INFO] - [E:251| 900]: Train Loss:0.00093295, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:42:25,085 - wikidata12k_both - [INFO] - [E:251| 1000]: Train Loss:0.00093289, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:44:34,649 - wikidata12k_both - [INFO] - [E:251| 1100]: Train Loss:0.00093289, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:46:44,415 - wikidata12k_both - [INFO] - [E:251| 1200]: Train Loss:0.00093304, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:48:55,043 - wikidata12k_both - [INFO] - [E:251| 1300]: Train Loss:0.00093294, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:51:03,213 - wikidata12k_both - [INFO] - [E:251| 1400]: Train Loss:0.00093292, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:53:12,858 - wikidata12k_both - [INFO] - [E:251| 1500]: Train Loss:0.00093288, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:55:22,601 - wikidata12k_both - [INFO] - [E:251| 1600]: Train Loss:0.00093283, Val MRR:0.45611, wikidata12k_both
2023-06-09 16:56:46,699 - wikidata12k_both - [INFO] - [Epoch:251]: Training Loss:0.0009327
2023-06-09 16:56:47,134 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 16:57:32,484 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 16:57:46,215 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 16:58:31,766 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 16:58:45,220 - wikidata12k_both - [INFO] - [Evaluating Epoch 251 valid]:
MRR: Tail : 0.52052, Head : 0.3664, Avg : 0.44346
2023-06-09 16:58:45,221 - wikidata12k_both - [INFO] - [Epoch 251]: Training Loss: 0.00093274, Valid MRR: 0.45611,
2023-06-09 16:58:46,509 - wikidata12k_both - [INFO] - [E:252| 0]: Train Loss:0.00091689, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:00:56,389 - wikidata12k_both - [INFO] - [E:252| 100]: Train Loss:0.00093046, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:03:05,812 - wikidata12k_both - [INFO] - [E:252| 200]: Train Loss:0.00093203, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:05:16,060 - wikidata12k_both - [INFO] - [E:252| 300]: Train Loss:0.00093409, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:07:24,646 - wikidata12k_both - [INFO] - [E:252| 400]: Train Loss:0.00093345, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:09:34,489 - wikidata12k_both - [INFO] - [E:252| 500]: Train Loss:0.00093357, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:11:44,085 - wikidata12k_both - [INFO] - [E:252| 600]: Train Loss:0.00093291, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:13:53,165 - wikidata12k_both - [INFO] - [E:252| 700]: Train Loss:0.00093319, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:16:03,016 - wikidata12k_both - [INFO] - [E:252| 800]: Train Loss:0.00093323, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:18:12,543 - wikidata12k_both - [INFO] - [E:252| 900]: Train Loss:0.00093342, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:20:22,746 - wikidata12k_both - [INFO] - [E:252| 1000]: Train Loss:0.00093331, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:22:31,660 - wikidata12k_both - [INFO] - [E:252| 1100]: Train Loss:0.00093306, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:24:41,905 - wikidata12k_both - [INFO] - [E:252| 1200]: Train Loss:0.00093295, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:26:50,761 - wikidata12k_both - [INFO] - [E:252| 1300]: Train Loss:0.00093266, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:29:01,267 - wikidata12k_both - [INFO] - [E:252| 1400]: Train Loss:0.00093264, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:31:10,726 - wikidata12k_both - [INFO] - [E:252| 1500]: Train Loss:0.00093261, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:33:21,327 - wikidata12k_both - [INFO] - [E:252| 1600]: Train Loss:0.0009328, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:34:46,187 - wikidata12k_both - [INFO] - [Epoch:252]: Training Loss:0.0009328
2023-06-09 17:34:46,654 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 17:35:31,770 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 17:35:45,684 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 17:36:31,114 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 17:36:44,523 - wikidata12k_both - [INFO] - [Evaluating Epoch 252 valid]:
MRR: Tail : 0.52892, Head : 0.35585, Avg : 0.44238
2023-06-09 17:36:44,523 - wikidata12k_both - [INFO] - [Epoch 252]: Training Loss: 0.00093283, Valid MRR: 0.45611,
2023-06-09 17:36:45,814 - wikidata12k_both - [INFO] - [E:253| 0]: Train Loss:0.00091809, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:38:54,132 - wikidata12k_both - [INFO] - [E:253| 100]: Train Loss:0.00093435, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:41:04,588 - wikidata12k_both - [INFO] - [E:253| 200]: Train Loss:0.00093367, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:43:14,034 - wikidata12k_both - [INFO] - [E:253| 300]: Train Loss:0.00093424, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:45:24,331 - wikidata12k_both - [INFO] - [E:253| 400]: Train Loss:0.00093368, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:47:33,066 - wikidata12k_both - [INFO] - [E:253| 500]: Train Loss:0.00093315, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:49:43,073 - wikidata12k_both - [INFO] - [E:253| 600]: Train Loss:0.0009335, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:51:52,445 - wikidata12k_both - [INFO] - [E:253| 700]: Train Loss:0.00093332, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:54:01,575 - wikidata12k_both - [INFO] - [E:253| 800]: Train Loss:0.00093331, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:56:12,033 - wikidata12k_both - [INFO] - [E:253| 900]: Train Loss:0.00093293, Val MRR:0.45611, wikidata12k_both
2023-06-09 17:58:20,814 - wikidata12k_both - [INFO] - [E:253| 1000]: Train Loss:0.00093293, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:00:09,245 - wikidata12k_both - [INFO] - [E:253| 1100]: Train Loss:0.00093268, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:01:33,142 - wikidata12k_both - [INFO] - [E:253| 1200]: Train Loss:0.00093274, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:02:57,013 - wikidata12k_both - [INFO] - [E:253| 1300]: Train Loss:0.0009328, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:04:20,811 - wikidata12k_both - [INFO] - [E:253| 1400]: Train Loss:0.0009328, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:05:45,119 - wikidata12k_both - [INFO] - [E:253| 1500]: Train Loss:0.00093251, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:07:13,198 - wikidata12k_both - [INFO] - [E:253| 1600]: Train Loss:0.00093248, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:08:37,551 - wikidata12k_both - [INFO] - [Epoch:253]: Training Loss:0.0009324
2023-06-09 18:08:38,019 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 18:09:23,198 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 18:09:37,010 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 18:10:22,517 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 18:10:36,034 - wikidata12k_both - [INFO] - [Evaluating Epoch 253 valid]:
MRR: Tail : 0.52603, Head : 0.29577, Avg : 0.4109
2023-06-09 18:10:36,035 - wikidata12k_both - [INFO] - [Epoch 253]: Training Loss: 0.00093239, Valid MRR: 0.45611,
2023-06-09 18:10:37,324 - wikidata12k_both - [INFO] - [E:254| 0]: Train Loss:0.00092373, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:12:47,169 - wikidata12k_both - [INFO] - [E:254| 100]: Train Loss:0.00093011, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:14:57,510 - wikidata12k_both - [INFO] - [E:254| 200]: Train Loss:0.00093339, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:17:06,780 - wikidata12k_both - [INFO] - [E:254| 300]: Train Loss:0.00093303, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:19:17,246 - wikidata12k_both - [INFO] - [E:254| 400]: Train Loss:0.00093302, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:21:26,311 - wikidata12k_both - [INFO] - [E:254| 500]: Train Loss:0.00093257, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:23:35,990 - wikidata12k_both - [INFO] - [E:254| 600]: Train Loss:0.00093293, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:25:45,231 - wikidata12k_both - [INFO] - [E:254| 700]: Train Loss:0.000933, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:27:55,224 - wikidata12k_both - [INFO] - [E:254| 800]: Train Loss:0.00093242, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:30:05,257 - wikidata12k_both - [INFO] - [E:254| 900]: Train Loss:0.00093251, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:32:14,485 - wikidata12k_both - [INFO] - [E:254| 1000]: Train Loss:0.00093273, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:34:24,619 - wikidata12k_both - [INFO] - [E:254| 1100]: Train Loss:0.00093289, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:36:33,914 - wikidata12k_both - [INFO] - [E:254| 1200]: Train Loss:0.00093281, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:38:43,646 - wikidata12k_both - [INFO] - [E:254| 1300]: Train Loss:0.00093253, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:40:52,409 - wikidata12k_both - [INFO] - [E:254| 1400]: Train Loss:0.0009324, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:43:02,666 - wikidata12k_both - [INFO] - [E:254| 1500]: Train Loss:0.00093237, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:45:11,559 - wikidata12k_both - [INFO] - [E:254| 1600]: Train Loss:0.00093227, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:46:36,490 - wikidata12k_both - [INFO] - [Epoch:254]: Training Loss:0.0009323
2023-06-09 18:46:36,952 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 18:47:22,213 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 18:47:36,068 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 18:48:21,527 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 18:48:35,000 - wikidata12k_both - [INFO] - [Evaluating Epoch 254 valid]:
MRR: Tail : 0.52407, Head : 0.28031, Avg : 0.40219
2023-06-09 18:48:35,001 - wikidata12k_both - [INFO] - [Epoch 254]: Training Loss: 0.00093229, Valid MRR: 0.45611,
2023-06-09 18:48:36,293 - wikidata12k_both - [INFO] - [E:255| 0]: Train Loss:0.00092702, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:50:45,659 - wikidata12k_both - [INFO] - [E:255| 100]: Train Loss:0.00093045, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:52:54,633 - wikidata12k_both - [INFO] - [E:255| 200]: Train Loss:0.00093111, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:55:04,682 - wikidata12k_both - [INFO] - [E:255| 300]: Train Loss:0.00093062, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:57:13,944 - wikidata12k_both - [INFO] - [E:255| 400]: Train Loss:0.00093079, Val MRR:0.45611, wikidata12k_both
2023-06-09 18:59:23,656 - wikidata12k_both - [INFO] - [E:255| 500]: Train Loss:0.00093134, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:01:33,485 - wikidata12k_both - [INFO] - [E:255| 600]: Train Loss:0.00093164, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:03:43,573 - wikidata12k_both - [INFO] - [E:255| 700]: Train Loss:0.00093144, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:05:52,762 - wikidata12k_both - [INFO] - [E:255| 800]: Train Loss:0.00093147, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:08:00,968 - wikidata12k_both - [INFO] - [E:255| 900]: Train Loss:0.00093154, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:10:10,812 - wikidata12k_both - [INFO] - [E:255| 1000]: Train Loss:0.00093146, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:12:20,294 - wikidata12k_both - [INFO] - [E:255| 1100]: Train Loss:0.00093181, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:14:30,582 - wikidata12k_both - [INFO] - [E:255| 1200]: Train Loss:0.00093179, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:16:39,616 - wikidata12k_both - [INFO] - [E:255| 1300]: Train Loss:0.00093168, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:18:50,213 - wikidata12k_both - [INFO] - [E:255| 1400]: Train Loss:0.00093218, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:20:59,686 - wikidata12k_both - [INFO] - [E:255| 1500]: Train Loss:0.00093221, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:23:08,236 - wikidata12k_both - [INFO] - [E:255| 1600]: Train Loss:0.0009322, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:24:32,953 - wikidata12k_both - [INFO] - [Epoch:255]: Training Loss:0.0009321
2023-06-09 19:24:33,400 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 19:25:18,620 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 19:25:32,522 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 19:26:18,059 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 19:26:31,489 - wikidata12k_both - [INFO] - [Evaluating Epoch 255 valid]:
MRR: Tail : 0.52392, Head : 0.37445, Avg : 0.44918
2023-06-09 19:26:31,489 - wikidata12k_both - [INFO] - [Epoch 255]: Training Loss: 0.00093213, Valid MRR: 0.45611,
2023-06-09 19:26:32,789 - wikidata12k_both - [INFO] - [E:256| 0]: Train Loss:0.00098547, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:28:42,147 - wikidata12k_both - [INFO] - [E:256| 100]: Train Loss:0.00093156, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:30:52,404 - wikidata12k_both - [INFO] - [E:256| 200]: Train Loss:0.00093122, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:33:01,924 - wikidata12k_both - [INFO] - [E:256| 300]: Train Loss:0.00093208, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:35:12,156 - wikidata12k_both - [INFO] - [E:256| 400]: Train Loss:0.00093349, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:37:21,253 - wikidata12k_both - [INFO] - [E:256| 500]: Train Loss:0.00093392, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:39:30,559 - wikidata12k_both - [INFO] - [E:256| 600]: Train Loss:0.00093307, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:41:39,540 - wikidata12k_both - [INFO] - [E:256| 700]: Train Loss:0.00093243, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:43:22,433 - wikidata12k_both - [INFO] - [E:256| 800]: Train Loss:0.00093213, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:44:46,623 - wikidata12k_both - [INFO] - [E:256| 900]: Train Loss:0.00093257, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:46:10,514 - wikidata12k_both - [INFO] - [E:256| 1000]: Train Loss:0.00093267, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:47:34,804 - wikidata12k_both - [INFO] - [E:256| 1100]: Train Loss:0.00093252, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:48:58,849 - wikidata12k_both - [INFO] - [E:256| 1200]: Train Loss:0.00093218, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:50:32,111 - wikidata12k_both - [INFO] - [E:256| 1300]: Train Loss:0.00093215, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:52:40,884 - wikidata12k_both - [INFO] - [E:256| 1400]: Train Loss:0.00093209, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:54:50,295 - wikidata12k_both - [INFO] - [E:256| 1500]: Train Loss:0.0009321, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:57:00,351 - wikidata12k_both - [INFO] - [E:256| 1600]: Train Loss:0.00093219, Val MRR:0.45611, wikidata12k_both
2023-06-09 19:58:25,462 - wikidata12k_both - [INFO] - [Epoch:256]: Training Loss:0.0009322
2023-06-09 19:58:25,932 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 19:59:11,163 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 19:59:24,877 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 20:00:10,323 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 20:00:23,804 - wikidata12k_both - [INFO] - [Evaluating Epoch 256 valid]:
MRR: Tail : 0.52397, Head : 0.29645, Avg : 0.41021
2023-06-09 20:00:23,804 - wikidata12k_both - [INFO] - [Epoch 256]: Training Loss: 0.00093225, Valid MRR: 0.45611,
2023-06-09 20:00:25,122 - wikidata12k_both - [INFO] - [E:257| 0]: Train Loss:0.00092128, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:02:34,455 - wikidata12k_both - [INFO] - [E:257| 100]: Train Loss:0.00093165, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:04:44,488 - wikidata12k_both - [INFO] - [E:257| 200]: Train Loss:0.00093168, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:06:52,915 - wikidata12k_both - [INFO] - [E:257| 300]: Train Loss:0.00093134, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:09:02,262 - wikidata12k_both - [INFO] - [E:257| 400]: Train Loss:0.00093141, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:11:12,021 - wikidata12k_both - [INFO] - [E:257| 500]: Train Loss:0.00093113, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:13:20,655 - wikidata12k_both - [INFO] - [E:257| 600]: Train Loss:0.00093163, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:15:28,694 - wikidata12k_both - [INFO] - [E:257| 700]: Train Loss:0.00093206, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:17:38,113 - wikidata12k_both - [INFO] - [E:257| 800]: Train Loss:0.00093222, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:19:45,991 - wikidata12k_both - [INFO] - [E:257| 900]: Train Loss:0.0009321, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:21:54,197 - wikidata12k_both - [INFO] - [E:257| 1000]: Train Loss:0.00093202, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:24:02,606 - wikidata12k_both - [INFO] - [E:257| 1100]: Train Loss:0.00093197, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:26:11,653 - wikidata12k_both - [INFO] - [E:257| 1200]: Train Loss:0.00093238, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:28:19,891 - wikidata12k_both - [INFO] - [E:257| 1300]: Train Loss:0.00093249, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:30:29,672 - wikidata12k_both - [INFO] - [E:257| 1400]: Train Loss:0.00093217, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:32:38,279 - wikidata12k_both - [INFO] - [E:257| 1500]: Train Loss:0.00093202, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:34:46,656 - wikidata12k_both - [INFO] - [E:257| 1600]: Train Loss:0.00093212, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:36:10,308 - wikidata12k_both - [INFO] - [Epoch:257]: Training Loss:0.000932
2023-06-09 20:36:10,763 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 20:36:55,307 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 20:37:09,105 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 20:37:54,104 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 20:38:07,416 - wikidata12k_both - [INFO] - [Evaluating Epoch 257 valid]:
MRR: Tail : 0.52578, Head : 0.37785, Avg : 0.45181
2023-06-09 20:38:07,416 - wikidata12k_both - [INFO] - [Epoch 257]: Training Loss: 0.00093203, Valid MRR: 0.45611,
2023-06-09 20:38:08,696 - wikidata12k_both - [INFO] - [E:258| 0]: Train Loss:0.00092677, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:40:17,011 - wikidata12k_both - [INFO] - [E:258| 100]: Train Loss:0.00093088, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:42:25,412 - wikidata12k_both - [INFO] - [E:258| 200]: Train Loss:0.0009306, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:44:33,583 - wikidata12k_both - [INFO] - [E:258| 300]: Train Loss:0.00093247, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:46:41,799 - wikidata12k_both - [INFO] - [E:258| 400]: Train Loss:0.00093252, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:48:50,008 - wikidata12k_both - [INFO] - [E:258| 500]: Train Loss:0.000932, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:50:58,459 - wikidata12k_both - [INFO] - [E:258| 600]: Train Loss:0.00093151, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:53:06,500 - wikidata12k_both - [INFO] - [E:258| 700]: Train Loss:0.00093185, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:55:15,379 - wikidata12k_both - [INFO] - [E:258| 800]: Train Loss:0.00093167, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:57:24,889 - wikidata12k_both - [INFO] - [E:258| 900]: Train Loss:0.00093165, Val MRR:0.45611, wikidata12k_both
2023-06-09 20:59:34,627 - wikidata12k_both - [INFO] - [E:258| 1000]: Train Loss:0.00093164, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:01:42,987 - wikidata12k_both - [INFO] - [E:258| 1100]: Train Loss:0.00093164, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:03:51,115 - wikidata12k_both - [INFO] - [E:258| 1200]: Train Loss:0.00093142, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:05:59,552 - wikidata12k_both - [INFO] - [E:258| 1300]: Train Loss:0.00093167, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:08:07,400 - wikidata12k_both - [INFO] - [E:258| 1400]: Train Loss:0.00093176, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:10:15,957 - wikidata12k_both - [INFO] - [E:258| 1500]: Train Loss:0.00093176, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:12:23,678 - wikidata12k_both - [INFO] - [E:258| 1600]: Train Loss:0.00093195, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:13:47,576 - wikidata12k_both - [INFO] - [Epoch:258]: Training Loss:0.000932
2023-06-09 21:13:48,037 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 21:14:32,908 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 21:14:46,511 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 21:15:31,558 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 21:15:44,850 - wikidata12k_both - [INFO] - [Evaluating Epoch 258 valid]:
MRR: Tail : 0.52301, Head : 0.38049, Avg : 0.45175
2023-06-09 21:15:44,850 - wikidata12k_both - [INFO] - [Epoch 258]: Training Loss: 0.00093203, Valid MRR: 0.45611,
2023-06-09 21:15:46,121 - wikidata12k_both - [INFO] - [E:259| 0]: Train Loss:0.0009306, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:17:54,681 - wikidata12k_both - [INFO] - [E:259| 100]: Train Loss:0.00093126, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:20:03,512 - wikidata12k_both - [INFO] - [E:259| 200]: Train Loss:0.00093087, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:22:13,527 - wikidata12k_both - [INFO] - [E:259| 300]: Train Loss:0.00093069, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:24:21,012 - wikidata12k_both - [INFO] - [E:259| 400]: Train Loss:0.00093138, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:26:15,983 - wikidata12k_both - [INFO] - [E:259| 500]: Train Loss:0.00093161, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:27:43,030 - wikidata12k_both - [INFO] - [E:259| 600]: Train Loss:0.00093131, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:29:09,498 - wikidata12k_both - [INFO] - [E:259| 700]: Train Loss:0.00093138, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:30:36,706 - wikidata12k_both - [INFO] - [E:259| 800]: Train Loss:0.00093158, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:32:03,307 - wikidata12k_both - [INFO] - [E:259| 900]: Train Loss:0.00093134, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:33:52,848 - wikidata12k_both - [INFO] - [E:259| 1000]: Train Loss:0.00093165, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:35:59,280 - wikidata12k_both - [INFO] - [E:259| 1100]: Train Loss:0.00093185, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:38:05,901 - wikidata12k_both - [INFO] - [E:259| 1200]: Train Loss:0.00093203, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:40:12,313 - wikidata12k_both - [INFO] - [E:259| 1300]: Train Loss:0.00093199, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:42:18,980 - wikidata12k_both - [INFO] - [E:259| 1400]: Train Loss:0.00093218, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:44:25,438 - wikidata12k_both - [INFO] - [E:259| 1500]: Train Loss:0.00093204, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:46:32,417 - wikidata12k_both - [INFO] - [E:259| 1600]: Train Loss:0.00093199, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:47:54,934 - wikidata12k_both - [INFO] - [Epoch:259]: Training Loss:0.0009319
2023-06-09 21:47:55,395 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 21:48:39,993 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 21:48:53,781 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 21:49:38,914 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 21:49:52,232 - wikidata12k_both - [INFO] - [Evaluating Epoch 259 valid]:
MRR: Tail : 0.52095, Head : 0.30843, Avg : 0.41469
MR: Tail : 842.77, Head : 865.8, Avg : 854.29
Hit-1: Tail : 0.4385, Head : 0.1904, Avg : 0.31445
Hit-3: Tail : 0.5703, Head : 0.35039, Avg : 0.46035
Hit-10: Tail : 0.66433, Head : 0.57443, Avg : 0.61938
2023-06-09 21:49:52,233 - wikidata12k_both - [INFO] - [Epoch 259]: Training Loss: 0.00093193, Valid MRR: 0.45611,
2023-06-09 21:49:53,526 - wikidata12k_both - [INFO] - [E:260| 0]: Train Loss:0.00092506, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:52:00,260 - wikidata12k_both - [INFO] - [E:260| 100]: Train Loss:0.00093119, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:54:06,922 - wikidata12k_both - [INFO] - [E:260| 200]: Train Loss:0.00092977, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:56:13,572 - wikidata12k_both - [INFO] - [E:260| 300]: Train Loss:0.00092896, Val MRR:0.45611, wikidata12k_both
2023-06-09 21:58:20,356 - wikidata12k_both - [INFO] - [E:260| 400]: Train Loss:0.00092964, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:00:26,821 - wikidata12k_both - [INFO] - [E:260| 500]: Train Loss:0.00093025, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:02:33,098 - wikidata12k_both - [INFO] - [E:260| 600]: Train Loss:0.00093033, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:04:39,509 - wikidata12k_both - [INFO] - [E:260| 700]: Train Loss:0.0009308, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:06:46,388 - wikidata12k_both - [INFO] - [E:260| 800]: Train Loss:0.00093068, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:08:53,237 - wikidata12k_both - [INFO] - [E:260| 900]: Train Loss:0.00093065, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:11:00,008 - wikidata12k_both - [INFO] - [E:260| 1000]: Train Loss:0.00093097, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:13:06,593 - wikidata12k_both - [INFO] - [E:260| 1100]: Train Loss:0.00093139, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:15:13,129 - wikidata12k_both - [INFO] - [E:260| 1200]: Train Loss:0.00093166, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:17:19,946 - wikidata12k_both - [INFO] - [E:260| 1300]: Train Loss:0.00093148, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:19:26,782 - wikidata12k_both - [INFO] - [E:260| 1400]: Train Loss:0.00093158, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:21:33,450 - wikidata12k_both - [INFO] - [E:260| 1500]: Train Loss:0.00093176, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:23:40,132 - wikidata12k_both - [INFO] - [E:260| 1600]: Train Loss:0.00093179, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:25:02,882 - wikidata12k_both - [INFO] - [Epoch:260]: Training Loss:0.0009317
2023-06-09 22:25:03,349 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 22:25:47,993 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 22:26:01,696 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 22:26:46,741 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 22:26:59,993 - wikidata12k_both - [INFO] - [Evaluating Epoch 260 valid]:
MRR: Tail : 0.52611, Head : 0.34651, Avg : 0.43631
2023-06-09 22:26:59,993 - wikidata12k_both - [INFO] - [Epoch 260]: Training Loss: 0.00093172, Valid MRR: 0.45611,
2023-06-09 22:27:01,284 - wikidata12k_both - [INFO] - [E:261| 0]: Train Loss:0.00092205, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:29:07,760 - wikidata12k_both - [INFO] - [E:261| 100]: Train Loss:0.00093048, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:31:14,253 - wikidata12k_both - [INFO] - [E:261| 200]: Train Loss:0.00093031, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:33:21,007 - wikidata12k_both - [INFO] - [E:261| 300]: Train Loss:0.0009302, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:35:28,009 - wikidata12k_both - [INFO] - [E:261| 400]: Train Loss:0.00093152, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:37:35,322 - wikidata12k_both - [INFO] - [E:261| 500]: Train Loss:0.00093186, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:39:42,985 - wikidata12k_both - [INFO] - [E:261| 600]: Train Loss:0.00093131, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:41:50,787 - wikidata12k_both - [INFO] - [E:261| 700]: Train Loss:0.00093086, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:43:57,101 - wikidata12k_both - [INFO] - [E:261| 800]: Train Loss:0.00093104, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:46:03,805 - wikidata12k_both - [INFO] - [E:261| 900]: Train Loss:0.00093147, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:48:10,351 - wikidata12k_both - [INFO] - [E:261| 1000]: Train Loss:0.00093125, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:50:17,207 - wikidata12k_both - [INFO] - [E:261| 1100]: Train Loss:0.00093128, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:52:23,776 - wikidata12k_both - [INFO] - [E:261| 1200]: Train Loss:0.00093142, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:54:30,585 - wikidata12k_both - [INFO] - [E:261| 1300]: Train Loss:0.00093151, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:56:37,294 - wikidata12k_both - [INFO] - [E:261| 1400]: Train Loss:0.00093154, Val MRR:0.45611, wikidata12k_both
2023-06-09 22:58:44,139 - wikidata12k_both - [INFO] - [E:261| 1500]: Train Loss:0.00093171, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:00:43,412 - wikidata12k_both - [INFO] - [E:261| 1600]: Train Loss:0.00093179, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:01:40,210 - wikidata12k_both - [INFO] - [Epoch:261]: Training Loss:0.0009319
2023-06-09 23:01:40,528 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 23:02:10,278 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 23:02:19,224 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 23:02:49,063 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 23:02:57,959 - wikidata12k_both - [INFO] - [Evaluating Epoch 261 valid]:
MRR: Tail : 0.52214, Head : 0.30572, Avg : 0.41393
2023-06-09 23:02:57,959 - wikidata12k_both - [INFO] - [Epoch 261]: Training Loss: 0.00093191, Valid MRR: 0.45611,
2023-06-09 23:02:58,848 - wikidata12k_both - [INFO] - [E:262| 0]: Train Loss:0.00094057, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:04:25,896 - wikidata12k_both - [INFO] - [E:262| 100]: Train Loss:0.00093447, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:05:53,213 - wikidata12k_both - [INFO] - [E:262| 200]: Train Loss:0.00093203, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:07:18,945 - wikidata12k_both - [INFO] - [E:262| 300]: Train Loss:0.00093183, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:08:23,113 - wikidata12k_both - [INFO] - [E:262| 400]: Train Loss:0.00093179, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:09:27,332 - wikidata12k_both - [INFO] - [E:262| 500]: Train Loss:0.00093164, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:10:31,503 - wikidata12k_both - [INFO] - [E:262| 600]: Train Loss:0.00093124, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:11:35,686 - wikidata12k_both - [INFO] - [E:262| 700]: Train Loss:0.00093122, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:12:39,831 - wikidata12k_both - [INFO] - [E:262| 800]: Train Loss:0.00093115, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:13:44,041 - wikidata12k_both - [INFO] - [E:262| 900]: Train Loss:0.00093106, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:14:48,186 - wikidata12k_both - [INFO] - [E:262| 1000]: Train Loss:0.00093106, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:15:52,389 - wikidata12k_both - [INFO] - [E:262| 1100]: Train Loss:0.00093116, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:16:56,621 - wikidata12k_both - [INFO] - [E:262| 1200]: Train Loss:0.00093093, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:18:00,857 - wikidata12k_both - [INFO] - [E:262| 1300]: Train Loss:0.00093096, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:19:05,126 - wikidata12k_both - [INFO] - [E:262| 1400]: Train Loss:0.00093082, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:20:09,336 - wikidata12k_both - [INFO] - [E:262| 1500]: Train Loss:0.00093091, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:21:13,505 - wikidata12k_both - [INFO] - [E:262| 1600]: Train Loss:0.00093125, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:21:55,457 - wikidata12k_both - [INFO] - [Epoch:262]: Training Loss:0.0009316
2023-06-09 23:21:55,678 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 23:22:17,451 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 23:22:24,094 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 23:22:46,026 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 23:22:52,509 - wikidata12k_both - [INFO] - [Evaluating Epoch 262 valid]:
MRR: Tail : 0.52461, Head : 0.35404, Avg : 0.43933
2023-06-09 23:22:52,509 - wikidata12k_both - [INFO] - [Epoch 262]: Training Loss: 0.00093156, Valid MRR: 0.45611,
2023-06-09 23:22:53,167 - wikidata12k_both - [INFO] - [E:263| 0]: Train Loss:0.00095902, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:23:57,465 - wikidata12k_both - [INFO] - [E:263| 100]: Train Loss:0.00092931, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:25:01,852 - wikidata12k_both - [INFO] - [E:263| 200]: Train Loss:0.00093153, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:26:06,025 - wikidata12k_both - [INFO] - [E:263| 300]: Train Loss:0.00093201, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:27:10,240 - wikidata12k_both - [INFO] - [E:263| 400]: Train Loss:0.00093091, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:28:14,672 - wikidata12k_both - [INFO] - [E:263| 500]: Train Loss:0.00093047, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:29:19,002 - wikidata12k_both - [INFO] - [E:263| 600]: Train Loss:0.00093063, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:30:23,304 - wikidata12k_both - [INFO] - [E:263| 700]: Train Loss:0.00093092, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:31:27,622 - wikidata12k_both - [INFO] - [E:263| 800]: Train Loss:0.00093087, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:32:31,975 - wikidata12k_both - [INFO] - [E:263| 900]: Train Loss:0.00093101, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:33:36,342 - wikidata12k_both - [INFO] - [E:263| 1000]: Train Loss:0.00093088, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:34:40,633 - wikidata12k_both - [INFO] - [E:263| 1100]: Train Loss:0.00093118, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:35:44,931 - wikidata12k_both - [INFO] - [E:263| 1200]: Train Loss:0.00093112, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:36:49,356 - wikidata12k_both - [INFO] - [E:263| 1300]: Train Loss:0.00093125, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:37:53,585 - wikidata12k_both - [INFO] - [E:263| 1400]: Train Loss:0.0009313, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:38:57,805 - wikidata12k_both - [INFO] - [E:263| 1500]: Train Loss:0.00093144, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:40:02,069 - wikidata12k_both - [INFO] - [E:263| 1600]: Train Loss:0.00093153, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:40:44,041 - wikidata12k_both - [INFO] - [Epoch:263]: Training Loss:0.0009314
2023-06-09 23:40:44,262 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 23:41:05,971 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-09 23:41:12,606 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-09 23:41:34,516 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-09 23:41:40,991 - wikidata12k_both - [INFO] - [Evaluating Epoch 263 valid]:
MRR: Tail : 0.52435, Head : 0.38166, Avg : 0.453
2023-06-09 23:41:40,992 - wikidata12k_both - [INFO] - [Epoch 263]: Training Loss: 0.00093138, Valid MRR: 0.45611,
2023-06-09 23:41:41,648 - wikidata12k_both - [INFO] - [E:264| 0]: Train Loss:0.00091514, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:42:45,931 - wikidata12k_both - [INFO] - [E:264| 100]: Train Loss:0.00092991, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:43:50,157 - wikidata12k_both - [INFO] - [E:264| 200]: Train Loss:0.00092985, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:44:54,456 - wikidata12k_both - [INFO] - [E:264| 300]: Train Loss:0.00093116, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:45:58,756 - wikidata12k_both - [INFO] - [E:264| 400]: Train Loss:0.0009312, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:47:02,971 - wikidata12k_both - [INFO] - [E:264| 500]: Train Loss:0.00093093, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:48:07,205 - wikidata12k_both - [INFO] - [E:264| 600]: Train Loss:0.0009312, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:49:11,462 - wikidata12k_both - [INFO] - [E:264| 700]: Train Loss:0.00093127, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:50:15,717 - wikidata12k_both - [INFO] - [E:264| 800]: Train Loss:0.00093113, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:51:19,945 - wikidata12k_both - [INFO] - [E:264| 900]: Train Loss:0.00093119, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:52:24,324 - wikidata12k_both - [INFO] - [E:264| 1000]: Train Loss:0.00093105, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:53:28,659 - wikidata12k_both - [INFO] - [E:264| 1100]: Train Loss:0.00093101, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:54:32,950 - wikidata12k_both - [INFO] - [E:264| 1200]: Train Loss:0.00093127, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:55:37,160 - wikidata12k_both - [INFO] - [E:264| 1300]: Train Loss:0.00093158, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:56:41,439 - wikidata12k_both - [INFO] - [E:264| 1400]: Train Loss:0.00093172, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:57:45,771 - wikidata12k_both - [INFO] - [E:264| 1500]: Train Loss:0.00093188, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:58:50,078 - wikidata12k_both - [INFO] - [E:264| 1600]: Train Loss:0.00093169, Val MRR:0.45611, wikidata12k_both
2023-06-09 23:59:32,078 - wikidata12k_both - [INFO] - [Epoch:264]: Training Loss:0.0009316
2023-06-09 23:59:32,299 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-09 23:59:54,052 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 00:00:00,689 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 00:00:22,605 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 00:00:29,108 - wikidata12k_both - [INFO] - [Evaluating Epoch 264 valid]:
MRR: Tail : 0.52336, Head : 0.37882, Avg : 0.45109
2023-06-10 00:00:29,109 - wikidata12k_both - [INFO] - [Epoch 264]: Training Loss: 0.00093164, Valid MRR: 0.45611,
2023-06-10 00:00:29,765 - wikidata12k_both - [INFO] - [E:265| 0]: Train Loss:0.00094418, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:01:34,043 - wikidata12k_both - [INFO] - [E:265| 100]: Train Loss:0.00093416, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:02:38,245 - wikidata12k_both - [INFO] - [E:265| 200]: Train Loss:0.00093265, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:03:42,557 - wikidata12k_both - [INFO] - [E:265| 300]: Train Loss:0.00093093, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:04:46,921 - wikidata12k_both - [INFO] - [E:265| 400]: Train Loss:0.00093097, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:05:51,192 - wikidata12k_both - [INFO] - [E:265| 500]: Train Loss:0.00093119, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:06:55,499 - wikidata12k_both - [INFO] - [E:265| 600]: Train Loss:0.00093103, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:07:59,812 - wikidata12k_both - [INFO] - [E:265| 700]: Train Loss:0.00093124, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:09:04,131 - wikidata12k_both - [INFO] - [E:265| 800]: Train Loss:0.00093169, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:10:08,497 - wikidata12k_both - [INFO] - [E:265| 900]: Train Loss:0.00093177, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:11:12,841 - wikidata12k_both - [INFO] - [E:265| 1000]: Train Loss:0.00093173, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:12:17,198 - wikidata12k_both - [INFO] - [E:265| 1100]: Train Loss:0.00093177, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:13:21,418 - wikidata12k_both - [INFO] - [E:265| 1200]: Train Loss:0.00093144, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:14:25,658 - wikidata12k_both - [INFO] - [E:265| 1300]: Train Loss:0.00093137, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:15:29,939 - wikidata12k_both - [INFO] - [E:265| 1400]: Train Loss:0.00093127, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:16:34,233 - wikidata12k_both - [INFO] - [E:265| 1500]: Train Loss:0.00093151, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:17:38,558 - wikidata12k_both - [INFO] - [E:265| 1600]: Train Loss:0.00093155, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:18:20,535 - wikidata12k_both - [INFO] - [Epoch:265]: Training Loss:0.0009316
2023-06-10 00:18:20,755 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 00:18:42,495 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 00:18:49,133 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 00:19:11,037 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 00:19:17,505 - wikidata12k_both - [INFO] - [Evaluating Epoch 265 valid]:
MRR: Tail : 0.52313, Head : 0.31674, Avg : 0.41994
2023-06-10 00:19:17,505 - wikidata12k_both - [INFO] - [Epoch 265]: Training Loss: 0.00093161, Valid MRR: 0.45611,
2023-06-10 00:19:18,163 - wikidata12k_both - [INFO] - [E:266| 0]: Train Loss:0.00092592, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:20:22,391 - wikidata12k_both - [INFO] - [E:266| 100]: Train Loss:0.00093121, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:21:26,731 - wikidata12k_both - [INFO] - [E:266| 200]: Train Loss:0.00093123, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:22:31,062 - wikidata12k_both - [INFO] - [E:266| 300]: Train Loss:0.00093211, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:23:35,430 - wikidata12k_both - [INFO] - [E:266| 400]: Train Loss:0.00093281, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:24:39,726 - wikidata12k_both - [INFO] - [E:266| 500]: Train Loss:0.00093266, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:25:43,942 - wikidata12k_both - [INFO] - [E:266| 600]: Train Loss:0.00093251, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:26:48,148 - wikidata12k_both - [INFO] - [E:266| 700]: Train Loss:0.0009321, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:27:52,483 - wikidata12k_both - [INFO] - [E:266| 800]: Train Loss:0.00093251, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:28:56,672 - wikidata12k_both - [INFO] - [E:266| 900]: Train Loss:0.00093215, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:30:00,875 - wikidata12k_both - [INFO] - [E:266| 1000]: Train Loss:0.00093238, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:31:05,129 - wikidata12k_both - [INFO] - [E:266| 1100]: Train Loss:0.00093239, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:32:09,429 - wikidata12k_both - [INFO] - [E:266| 1200]: Train Loss:0.00093196, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:33:13,757 - wikidata12k_both - [INFO] - [E:266| 1300]: Train Loss:0.00093196, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:34:17,940 - wikidata12k_both - [INFO] - [E:266| 1400]: Train Loss:0.00093219, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:35:22,131 - wikidata12k_both - [INFO] - [E:266| 1500]: Train Loss:0.0009318, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:36:26,378 - wikidata12k_both - [INFO] - [E:266| 1600]: Train Loss:0.00093185, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:37:08,341 - wikidata12k_both - [INFO] - [Epoch:266]: Training Loss:0.0009317
2023-06-10 00:37:08,560 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 00:37:30,264 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 00:37:36,896 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 00:37:58,812 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 00:38:05,286 - wikidata12k_both - [INFO] - [Evaluating Epoch 266 valid]:
MRR: Tail : 0.52013, Head : 0.2973, Avg : 0.40872
2023-06-10 00:38:05,286 - wikidata12k_both - [INFO] - [Epoch 266]: Training Loss: 0.00093171, Valid MRR: 0.45611,
2023-06-10 00:38:05,943 - wikidata12k_both - [INFO] - [E:267| 0]: Train Loss:0.00091889, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:39:10,237 - wikidata12k_both - [INFO] - [E:267| 100]: Train Loss:0.00093287, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:40:14,583 - wikidata12k_both - [INFO] - [E:267| 200]: Train Loss:0.00093055, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:41:18,941 - wikidata12k_both - [INFO] - [E:267| 300]: Train Loss:0.0009297, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:42:23,348 - wikidata12k_both - [INFO] - [E:267| 400]: Train Loss:0.00092969, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:43:27,561 - wikidata12k_both - [INFO] - [E:267| 500]: Train Loss:0.00092953, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:44:31,807 - wikidata12k_both - [INFO] - [E:267| 600]: Train Loss:0.00093039, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:45:36,103 - wikidata12k_both - [INFO] - [E:267| 700]: Train Loss:0.00093059, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:46:40,458 - wikidata12k_both - [INFO] - [E:267| 800]: Train Loss:0.00093081, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:47:44,853 - wikidata12k_both - [INFO] - [E:267| 900]: Train Loss:0.00093111, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:48:49,151 - wikidata12k_both - [INFO] - [E:267| 1000]: Train Loss:0.00093086, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:49:53,384 - wikidata12k_both - [INFO] - [E:267| 1100]: Train Loss:0.00093099, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:50:57,689 - wikidata12k_both - [INFO] - [E:267| 1200]: Train Loss:0.00093132, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:52:01,896 - wikidata12k_both - [INFO] - [E:267| 1300]: Train Loss:0.00093122, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:53:06,138 - wikidata12k_both - [INFO] - [E:267| 1400]: Train Loss:0.00093113, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:54:10,471 - wikidata12k_both - [INFO] - [E:267| 1500]: Train Loss:0.00093113, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:55:14,826 - wikidata12k_both - [INFO] - [E:267| 1600]: Train Loss:0.00093116, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:55:56,867 - wikidata12k_both - [INFO] - [Epoch:267]: Training Loss:0.0009315
2023-06-10 00:55:57,087 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 00:56:18,803 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 00:56:25,440 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 00:56:47,444 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 00:56:53,920 - wikidata12k_both - [INFO] - [Evaluating Epoch 267 valid]:
MRR: Tail : 0.52324, Head : 0.33036, Avg : 0.4268
2023-06-10 00:56:53,920 - wikidata12k_both - [INFO] - [Epoch 267]: Training Loss: 0.00093147, Valid MRR: 0.45611,
2023-06-10 00:56:54,578 - wikidata12k_both - [INFO] - [E:268| 0]: Train Loss:0.00094896, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:57:58,910 - wikidata12k_both - [INFO] - [E:268| 100]: Train Loss:0.00093109, Val MRR:0.45611, wikidata12k_both
2023-06-10 00:59:03,270 - wikidata12k_both - [INFO] - [E:268| 200]: Train Loss:0.00093117, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:00:07,713 - wikidata12k_both - [INFO] - [E:268| 300]: Train Loss:0.00093071, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:01:12,056 - wikidata12k_both - [INFO] - [E:268| 400]: Train Loss:0.00093178, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:02:16,417 - wikidata12k_both - [INFO] - [E:268| 500]: Train Loss:0.00093097, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:03:20,657 - wikidata12k_both - [INFO] - [E:268| 600]: Train Loss:0.00093151, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:04:24,967 - wikidata12k_both - [INFO] - [E:268| 700]: Train Loss:0.00093131, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:05:30,536 - wikidata12k_both - [INFO] - [E:268| 800]: Train Loss:0.00093089, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:06:41,891 - wikidata12k_both - [INFO] - [E:268| 900]: Train Loss:0.00093073, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:08:04,844 - wikidata12k_both - [INFO] - [E:268| 1000]: Train Loss:0.00093081, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:09:48,280 - wikidata12k_both - [INFO] - [E:268| 1100]: Train Loss:0.00093076, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:11:34,260 - wikidata12k_both - [INFO] - [E:268| 1200]: Train Loss:0.00093082, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:13:19,995 - wikidata12k_both - [INFO] - [E:268| 1300]: Train Loss:0.00093126, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:15:05,531 - wikidata12k_both - [INFO] - [E:268| 1400]: Train Loss:0.00093131, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:16:51,755 - wikidata12k_both - [INFO] - [E:268| 1500]: Train Loss:0.00093132, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:18:38,234 - wikidata12k_both - [INFO] - [E:268| 1600]: Train Loss:0.00093123, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:19:47,924 - wikidata12k_both - [INFO] - [Epoch:268]: Training Loss:0.0009312
2023-06-10 01:19:48,313 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 01:20:25,086 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 01:20:36,602 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 01:21:13,991 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 01:21:25,307 - wikidata12k_both - [INFO] - [Evaluating Epoch 268 valid]:
MRR: Tail : 0.52214, Head : 0.38363, Avg : 0.45289
2023-06-10 01:21:25,307 - wikidata12k_both - [INFO] - [Epoch 268]: Training Loss: 0.00093123, Valid MRR: 0.45611,
2023-06-10 01:21:26,372 - wikidata12k_both - [INFO] - [E:269| 0]: Train Loss:0.00093013, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:23:13,003 - wikidata12k_both - [INFO] - [E:269| 100]: Train Loss:0.00093326, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:24:59,213 - wikidata12k_both - [INFO] - [E:269| 200]: Train Loss:0.00093067, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:26:45,787 - wikidata12k_both - [INFO] - [E:269| 300]: Train Loss:0.00093094, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:28:31,781 - wikidata12k_both - [INFO] - [E:269| 400]: Train Loss:0.00093048, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:30:17,742 - wikidata12k_both - [INFO] - [E:269| 500]: Train Loss:0.00093083, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:32:04,071 - wikidata12k_both - [INFO] - [E:269| 600]: Train Loss:0.00093108, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:33:40,354 - wikidata12k_both - [INFO] - [E:269| 700]: Train Loss:0.00093134, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:35:04,459 - wikidata12k_both - [INFO] - [E:269| 800]: Train Loss:0.0009317, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:36:49,306 - wikidata12k_both - [INFO] - [E:269| 900]: Train Loss:0.00093165, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:38:35,046 - wikidata12k_both - [INFO] - [E:269| 1000]: Train Loss:0.00093128, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:40:21,252 - wikidata12k_both - [INFO] - [E:269| 1100]: Train Loss:0.00093144, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:42:07,836 - wikidata12k_both - [INFO] - [E:269| 1200]: Train Loss:0.00093109, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:43:54,173 - wikidata12k_both - [INFO] - [E:269| 1300]: Train Loss:0.00093114, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:45:40,378 - wikidata12k_both - [INFO] - [E:269| 1400]: Train Loss:0.00093104, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:47:27,190 - wikidata12k_both - [INFO] - [E:269| 1500]: Train Loss:0.00093097, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:49:14,027 - wikidata12k_both - [INFO] - [E:269| 1600]: Train Loss:0.0009311, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:50:23,442 - wikidata12k_both - [INFO] - [Epoch:269]: Training Loss:0.0009311
2023-06-10 01:50:23,753 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 01:51:01,283 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 01:51:12,475 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 01:51:50,298 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 01:52:01,016 - wikidata12k_both - [INFO] - [Evaluating Epoch 269 valid]:
MRR: Tail : 0.52416, Head : 0.31801, Avg : 0.42109
MR: Tail : 821.35, Head : 852.37, Avg : 836.86
Hit-1: Tail : 0.44389, Head : 0.19692, Avg : 0.3204
Hit-3: Tail : 0.5697, Head : 0.38852, Avg : 0.47911
Hit-10: Tail : 0.66822, Head : 0.55456, Avg : 0.61139
2023-06-10 01:52:01,016 - wikidata12k_both - [INFO] - [Epoch 269]: Training Loss: 0.00093114, Valid MRR: 0.45611,
2023-06-10 01:52:01,949 - wikidata12k_both - [INFO] - [E:270| 0]: Train Loss:0.00092833, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:53:48,550 - wikidata12k_both - [INFO] - [E:270| 100]: Train Loss:0.00092983, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:55:35,171 - wikidata12k_both - [INFO] - [E:270| 200]: Train Loss:0.00093007, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:57:21,770 - wikidata12k_both - [INFO] - [E:270| 300]: Train Loss:0.00093038, Val MRR:0.45611, wikidata12k_both
2023-06-10 01:59:08,464 - wikidata12k_both - [INFO] - [E:270| 400]: Train Loss:0.00093052, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:00:54,805 - wikidata12k_both - [INFO] - [E:270| 500]: Train Loss:0.0009309, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:02:41,236 - wikidata12k_both - [INFO] - [E:270| 600]: Train Loss:0.00093088, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:04:27,904 - wikidata12k_both - [INFO] - [E:270| 700]: Train Loss:0.00093136, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:06:13,996 - wikidata12k_both - [INFO] - [E:270| 800]: Train Loss:0.00093127, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:08:00,385 - wikidata12k_both - [INFO] - [E:270| 900]: Train Loss:0.00093078, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:09:47,018 - wikidata12k_both - [INFO] - [E:270| 1000]: Train Loss:0.00093065, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:11:33,390 - wikidata12k_both - [INFO] - [E:270| 1100]: Train Loss:0.00093103, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:13:19,847 - wikidata12k_both - [INFO] - [E:270| 1200]: Train Loss:0.00093112, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:15:06,871 - wikidata12k_both - [INFO] - [E:270| 1300]: Train Loss:0.0009312, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:16:54,032 - wikidata12k_both - [INFO] - [E:270| 1400]: Train Loss:0.00093139, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:18:41,120 - wikidata12k_both - [INFO] - [E:270| 1500]: Train Loss:0.00093142, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:20:28,007 - wikidata12k_both - [INFO] - [E:270| 1600]: Train Loss:0.00093135, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:21:37,908 - wikidata12k_both - [INFO] - [Epoch:270]: Training Loss:0.0009313
2023-06-10 02:21:38,221 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 02:22:15,879 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 02:22:26,965 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 02:23:04,965 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 02:23:15,581 - wikidata12k_both - [INFO] - [Evaluating Epoch 270 valid]:
MRR: Tail : 0.52293, Head : 0.33134, Avg : 0.42714
2023-06-10 02:23:15,581 - wikidata12k_both - [INFO] - [Epoch 270]: Training Loss: 0.00093134, Valid MRR: 0.45611,
2023-06-10 02:23:16,501 - wikidata12k_both - [INFO] - [E:271| 0]: Train Loss:0.00090855, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:25:02,825 - wikidata12k_both - [INFO] - [E:271| 100]: Train Loss:0.00093098, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:26:49,361 - wikidata12k_both - [INFO] - [E:271| 200]: Train Loss:0.0009306, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:28:35,595 - wikidata12k_both - [INFO] - [E:271| 300]: Train Loss:0.00092975, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:30:22,364 - wikidata12k_both - [INFO] - [E:271| 400]: Train Loss:0.00093045, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:32:09,054 - wikidata12k_both - [INFO] - [E:271| 500]: Train Loss:0.00093069, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:33:55,781 - wikidata12k_both - [INFO] - [E:271| 600]: Train Loss:0.00093118, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:35:42,628 - wikidata12k_both - [INFO] - [E:271| 700]: Train Loss:0.00093133, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:37:29,163 - wikidata12k_both - [INFO] - [E:271| 800]: Train Loss:0.0009314, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:39:15,271 - wikidata12k_both - [INFO] - [E:271| 900]: Train Loss:0.0009313, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:41:01,651 - wikidata12k_both - [INFO] - [E:271| 1000]: Train Loss:0.00093084, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:42:47,788 - wikidata12k_both - [INFO] - [E:271| 1100]: Train Loss:0.00093119, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:44:34,511 - wikidata12k_both - [INFO] - [E:271| 1200]: Train Loss:0.00093125, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:46:21,476 - wikidata12k_both - [INFO] - [E:271| 1300]: Train Loss:0.00093117, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:48:08,049 - wikidata12k_both - [INFO] - [E:271| 1400]: Train Loss:0.00093128, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:49:55,220 - wikidata12k_both - [INFO] - [E:271| 1500]: Train Loss:0.0009314, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:51:42,228 - wikidata12k_both - [INFO] - [E:271| 1600]: Train Loss:0.00093143, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:52:52,143 - wikidata12k_both - [INFO] - [Epoch:271]: Training Loss:0.0009313
2023-06-10 02:52:52,461 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 02:53:30,379 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 02:53:41,316 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 02:54:19,631 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 02:54:30,147 - wikidata12k_both - [INFO] - [Evaluating Epoch 271 valid]:
MRR: Tail : 0.52644, Head : 0.35612, Avg : 0.44128
2023-06-10 02:54:30,147 - wikidata12k_both - [INFO] - [Epoch 271]: Training Loss: 0.00093132, Valid MRR: 0.45611,
2023-06-10 02:54:31,230 - wikidata12k_both - [INFO] - [E:272| 0]: Train Loss:0.00096233, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:56:18,580 - wikidata12k_both - [INFO] - [E:272| 100]: Train Loss:0.00093021, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:58:06,101 - wikidata12k_both - [INFO] - [E:272| 200]: Train Loss:0.00092857, Val MRR:0.45611, wikidata12k_both
2023-06-10 02:59:53,270 - wikidata12k_both - [INFO] - [E:272| 300]: Train Loss:0.00093012, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:01:40,511 - wikidata12k_both - [INFO] - [E:272| 400]: Train Loss:0.00093061, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:03:27,612 - wikidata12k_both - [INFO] - [E:272| 500]: Train Loss:0.00092994, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:05:14,931 - wikidata12k_both - [INFO] - [E:272| 600]: Train Loss:0.00092987, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:07:02,254 - wikidata12k_both - [INFO] - [E:272| 700]: Train Loss:0.00092974, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:08:48,602 - wikidata12k_both - [INFO] - [E:272| 800]: Train Loss:0.00092982, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:10:35,507 - wikidata12k_both - [INFO] - [E:272| 900]: Train Loss:0.00092987, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:12:22,278 - wikidata12k_both - [INFO] - [E:272| 1000]: Train Loss:0.0009303, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:14:09,184 - wikidata12k_both - [INFO] - [E:272| 1100]: Train Loss:0.00093046, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:15:56,241 - wikidata12k_both - [INFO] - [E:272| 1200]: Train Loss:0.00093067, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:17:42,763 - wikidata12k_both - [INFO] - [E:272| 1300]: Train Loss:0.00093049, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:19:29,573 - wikidata12k_both - [INFO] - [E:272| 1400]: Train Loss:0.00093057, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:21:16,587 - wikidata12k_both - [INFO] - [E:272| 1500]: Train Loss:0.0009308, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:23:03,530 - wikidata12k_both - [INFO] - [E:272| 1600]: Train Loss:0.00093108, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:24:12,906 - wikidata12k_both - [INFO] - [Epoch:272]: Training Loss:0.000931
2023-06-10 03:24:13,288 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 03:24:50,467 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 03:25:02,114 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 03:25:39,710 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 03:25:50,985 - wikidata12k_both - [INFO] - [Evaluating Epoch 272 valid]:
MRR: Tail : 0.52327, Head : 0.37148, Avg : 0.44737
2023-06-10 03:25:50,986 - wikidata12k_both - [INFO] - [Epoch 272]: Training Loss: 0.000931, Valid MRR: 0.45611,
2023-06-10 03:25:52,111 - wikidata12k_both - [INFO] - [E:273| 0]: Train Loss:0.00091635, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:27:38,963 - wikidata12k_both - [INFO] - [E:273| 100]: Train Loss:0.00093154, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:29:25,866 - wikidata12k_both - [INFO] - [E:273| 200]: Train Loss:0.00093224, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:31:12,685 - wikidata12k_both - [INFO] - [E:273| 300]: Train Loss:0.00093238, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:32:59,419 - wikidata12k_both - [INFO] - [E:273| 400]: Train Loss:0.00093114, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:34:46,174 - wikidata12k_both - [INFO] - [E:273| 500]: Train Loss:0.00093086, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:36:32,603 - wikidata12k_both - [INFO] - [E:273| 600]: Train Loss:0.00093072, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:38:18,963 - wikidata12k_both - [INFO] - [E:273| 700]: Train Loss:0.00093016, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:40:06,104 - wikidata12k_both - [INFO] - [E:273| 800]: Train Loss:0.00093031, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:41:53,240 - wikidata12k_both - [INFO] - [E:273| 900]: Train Loss:0.0009302, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:43:40,502 - wikidata12k_both - [INFO] - [E:273| 1000]: Train Loss:0.00093059, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:45:27,712 - wikidata12k_both - [INFO] - [E:273| 1100]: Train Loss:0.00093039, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:47:14,934 - wikidata12k_both - [INFO] - [E:273| 1200]: Train Loss:0.00093026, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:49:02,103 - wikidata12k_both - [INFO] - [E:273| 1300]: Train Loss:0.00093062, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:50:49,076 - wikidata12k_both - [INFO] - [E:273| 1400]: Train Loss:0.00093093, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:52:35,417 - wikidata12k_both - [INFO] - [E:273| 1500]: Train Loss:0.00093115, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:54:22,106 - wikidata12k_both - [INFO] - [E:273| 1600]: Train Loss:0.00093119, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:55:32,356 - wikidata12k_both - [INFO] - [Epoch:273]: Training Loss:0.0009311
2023-06-10 03:55:32,746 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 03:56:09,938 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 03:56:21,578 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 03:56:59,088 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 03:57:10,490 - wikidata12k_both - [INFO] - [Evaluating Epoch 273 valid]:
MRR: Tail : 0.52501, Head : 0.3611, Avg : 0.44306
2023-06-10 03:57:10,490 - wikidata12k_both - [INFO] - [Epoch 273]: Training Loss: 0.00093107, Valid MRR: 0.45611,
2023-06-10 03:57:11,628 - wikidata12k_both - [INFO] - [E:274| 0]: Train Loss:0.0009297, Val MRR:0.45611, wikidata12k_both
2023-06-10 03:58:58,625 - wikidata12k_both - [INFO] - [E:274| 100]: Train Loss:0.00093324, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:00:45,475 - wikidata12k_both - [INFO] - [E:274| 200]: Train Loss:0.00093137, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:02:32,828 - wikidata12k_both - [INFO] - [E:274| 300]: Train Loss:0.0009321, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:04:19,313 - wikidata12k_both - [INFO] - [E:274| 400]: Train Loss:0.00093135, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:06:06,680 - wikidata12k_both - [INFO] - [E:274| 500]: Train Loss:0.00093104, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:07:53,894 - wikidata12k_both - [INFO] - [E:274| 600]: Train Loss:0.00093062, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:09:41,219 - wikidata12k_both - [INFO] - [E:274| 700]: Train Loss:0.00093089, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:11:28,480 - wikidata12k_both - [INFO] - [E:274| 800]: Train Loss:0.00093108, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:13:15,499 - wikidata12k_both - [INFO] - [E:274| 900]: Train Loss:0.00093077, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:14:44,457 - wikidata12k_both - [INFO] - [E:274| 1000]: Train Loss:0.00093069, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:15:48,906 - wikidata12k_both - [INFO] - [E:274| 1100]: Train Loss:0.00093055, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:16:53,436 - wikidata12k_both - [INFO] - [E:274| 1200]: Train Loss:0.00093067, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:17:57,789 - wikidata12k_both - [INFO] - [E:274| 1300]: Train Loss:0.00093076, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:19:02,165 - wikidata12k_both - [INFO] - [E:274| 1400]: Train Loss:0.00093071, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:20:06,696 - wikidata12k_both - [INFO] - [E:274| 1500]: Train Loss:0.00093078, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:21:11,065 - wikidata12k_both - [INFO] - [E:274| 1600]: Train Loss:0.00093067, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:21:53,174 - wikidata12k_both - [INFO] - [Epoch:274]: Training Loss:0.0009307
2023-06-10 04:21:53,394 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 04:22:15,195 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 04:22:21,859 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 04:22:43,915 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 04:22:50,435 - wikidata12k_both - [INFO] - [Evaluating Epoch 274 valid]:
MRR: Tail : 0.52563, Head : 0.38439, Avg : 0.45501
2023-06-10 04:22:50,435 - wikidata12k_both - [INFO] - [Epoch 274]: Training Loss: 0.00093068, Valid MRR: 0.45611,
2023-06-10 04:22:51,095 - wikidata12k_both - [INFO] - [E:275| 0]: Train Loss:0.00097104, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:23:55,528 - wikidata12k_both - [INFO] - [E:275| 100]: Train Loss:0.00093265, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:24:59,949 - wikidata12k_both - [INFO] - [E:275| 200]: Train Loss:0.00093068, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:26:04,447 - wikidata12k_both - [INFO] - [E:275| 300]: Train Loss:0.00093105, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:27:08,885 - wikidata12k_both - [INFO] - [E:275| 400]: Train Loss:0.00093147, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:28:13,372 - wikidata12k_both - [INFO] - [E:275| 500]: Train Loss:0.00093081, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:29:17,901 - wikidata12k_both - [INFO] - [E:275| 600]: Train Loss:0.00093088, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:30:22,391 - wikidata12k_both - [INFO] - [E:275| 700]: Train Loss:0.00093047, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:31:26,855 - wikidata12k_both - [INFO] - [E:275| 800]: Train Loss:0.00093055, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:32:31,380 - wikidata12k_both - [INFO] - [E:275| 900]: Train Loss:0.0009303, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:33:35,869 - wikidata12k_both - [INFO] - [E:275| 1000]: Train Loss:0.00093022, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:34:40,489 - wikidata12k_both - [INFO] - [E:275| 1100]: Train Loss:0.00093038, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:35:45,043 - wikidata12k_both - [INFO] - [E:275| 1200]: Train Loss:0.00093067, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:36:49,553 - wikidata12k_both - [INFO] - [E:275| 1300]: Train Loss:0.00093073, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:37:54,117 - wikidata12k_both - [INFO] - [E:275| 1400]: Train Loss:0.00093077, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:38:58,569 - wikidata12k_both - [INFO] - [E:275| 1500]: Train Loss:0.00093093, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:40:03,003 - wikidata12k_both - [INFO] - [E:275| 1600]: Train Loss:0.00093086, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:40:45,186 - wikidata12k_both - [INFO] - [Epoch:275]: Training Loss:0.0009308
2023-06-10 04:40:45,408 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 04:41:07,255 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 04:41:13,929 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 04:41:35,982 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 04:41:42,491 - wikidata12k_both - [INFO] - [Evaluating Epoch 275 valid]:
MRR: Tail : 0.52567, Head : 0.34233, Avg : 0.434
2023-06-10 04:41:42,491 - wikidata12k_both - [INFO] - [Epoch 275]: Training Loss: 0.00093079, Valid MRR: 0.45611,
2023-06-10 04:41:43,152 - wikidata12k_both - [INFO] - [E:276| 0]: Train Loss:0.00093314, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:42:47,713 - wikidata12k_both - [INFO] - [E:276| 100]: Train Loss:0.00093318, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:43:52,290 - wikidata12k_both - [INFO] - [E:276| 200]: Train Loss:0.00093252, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:44:56,736 - wikidata12k_both - [INFO] - [E:276| 300]: Train Loss:0.000932, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:46:01,208 - wikidata12k_both - [INFO] - [E:276| 400]: Train Loss:0.00093135, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:47:05,766 - wikidata12k_both - [INFO] - [E:276| 500]: Train Loss:0.00093087, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:48:10,201 - wikidata12k_both - [INFO] - [E:276| 600]: Train Loss:0.00093069, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:49:14,658 - wikidata12k_both - [INFO] - [E:276| 700]: Train Loss:0.00093095, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:50:19,436 - wikidata12k_both - [INFO] - [E:276| 800]: Train Loss:0.00093091, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:51:23,979 - wikidata12k_both - [INFO] - [E:276| 900]: Train Loss:0.00093102, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:52:28,593 - wikidata12k_both - [INFO] - [E:276| 1000]: Train Loss:0.00093077, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:53:33,087 - wikidata12k_both - [INFO] - [E:276| 1100]: Train Loss:0.00093042, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:54:37,525 - wikidata12k_both - [INFO] - [E:276| 1200]: Train Loss:0.0009302, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:55:42,046 - wikidata12k_both - [INFO] - [E:276| 1300]: Train Loss:0.00093037, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:56:46,522 - wikidata12k_both - [INFO] - [E:276| 1400]: Train Loss:0.00093047, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:57:51,107 - wikidata12k_both - [INFO] - [E:276| 1500]: Train Loss:0.00093068, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:58:55,665 - wikidata12k_both - [INFO] - [E:276| 1600]: Train Loss:0.00093064, Val MRR:0.45611, wikidata12k_both
2023-06-10 04:59:37,776 - wikidata12k_both - [INFO] - [Epoch:276]: Training Loss:0.0009307
2023-06-10 04:59:37,997 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 04:59:59,850 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 05:00:06,521 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 05:00:28,565 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 05:00:35,078 - wikidata12k_both - [INFO] - [Evaluating Epoch 276 valid]:
MRR: Tail : 0.52313, Head : 0.32097, Avg : 0.42205
2023-06-10 05:00:35,078 - wikidata12k_both - [INFO] - [Epoch 276]: Training Loss: 0.00093073, Valid MRR: 0.45611,
2023-06-10 05:00:35,738 - wikidata12k_both - [INFO] - [E:277| 0]: Train Loss:0.00091299, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:01:40,285 - wikidata12k_both - [INFO] - [E:277| 100]: Train Loss:0.00093565, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:02:44,841 - wikidata12k_both - [INFO] - [E:277| 200]: Train Loss:0.00093133, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:03:49,358 - wikidata12k_both - [INFO] - [E:277| 300]: Train Loss:0.00093148, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:04:53,853 - wikidata12k_both - [INFO] - [E:277| 400]: Train Loss:0.00093141, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:05:58,304 - wikidata12k_both - [INFO] - [E:277| 500]: Train Loss:0.00093118, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:07:02,702 - wikidata12k_both - [INFO] - [E:277| 600]: Train Loss:0.00093122, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:08:07,239 - wikidata12k_both - [INFO] - [E:277| 700]: Train Loss:0.00093104, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:09:11,730 - wikidata12k_both - [INFO] - [E:277| 800]: Train Loss:0.00093145, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:10:16,234 - wikidata12k_both - [INFO] - [E:277| 900]: Train Loss:0.00093124, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:11:20,767 - wikidata12k_both - [INFO] - [E:277| 1000]: Train Loss:0.00093119, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:12:25,245 - wikidata12k_both - [INFO] - [E:277| 1100]: Train Loss:0.00093073, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:13:29,757 - wikidata12k_both - [INFO] - [E:277| 1200]: Train Loss:0.00093064, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:14:34,191 - wikidata12k_both - [INFO] - [E:277| 1300]: Train Loss:0.0009308, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:15:38,660 - wikidata12k_both - [INFO] - [E:277| 1400]: Train Loss:0.00093073, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:16:43,187 - wikidata12k_both - [INFO] - [E:277| 1500]: Train Loss:0.00093083, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:17:47,627 - wikidata12k_both - [INFO] - [E:277| 1600]: Train Loss:0.00093082, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:18:29,752 - wikidata12k_both - [INFO] - [Epoch:277]: Training Loss:0.0009309
2023-06-10 05:18:29,973 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 05:18:51,796 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 05:18:58,466 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 05:19:20,487 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 05:19:27,015 - wikidata12k_both - [INFO] - [Evaluating Epoch 277 valid]:
MRR: Tail : 0.52444, Head : 0.32754, Avg : 0.42599
2023-06-10 05:19:27,015 - wikidata12k_both - [INFO] - [Epoch 277]: Training Loss: 0.00093094, Valid MRR: 0.45611,
2023-06-10 05:19:27,680 - wikidata12k_both - [INFO] - [E:278| 0]: Train Loss:0.00090573, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:20:32,170 - wikidata12k_both - [INFO] - [E:278| 100]: Train Loss:0.00092673, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:21:36,639 - wikidata12k_both - [INFO] - [E:278| 200]: Train Loss:0.00092953, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:22:41,145 - wikidata12k_both - [INFO] - [E:278| 300]: Train Loss:0.00092983, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:23:45,627 - wikidata12k_both - [INFO] - [E:278| 400]: Train Loss:0.00093032, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:24:50,195 - wikidata12k_both - [INFO] - [E:278| 500]: Train Loss:0.00093, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:25:54,717 - wikidata12k_both - [INFO] - [E:278| 600]: Train Loss:0.00093018, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:26:59,156 - wikidata12k_both - [INFO] - [E:278| 700]: Train Loss:0.00093023, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:28:28,544 - wikidata12k_both - [INFO] - [E:278| 800]: Train Loss:0.00093027, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:30:44,665 - wikidata12k_both - [INFO] - [E:278| 900]: Train Loss:0.00093, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:33:00,718 - wikidata12k_both - [INFO] - [E:278| 1000]: Train Loss:0.00093037, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:35:16,903 - wikidata12k_both - [INFO] - [E:278| 1100]: Train Loss:0.00093062, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:37:28,130 - wikidata12k_both - [INFO] - [E:278| 1200]: Train Loss:0.0009307, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:39:41,170 - wikidata12k_both - [INFO] - [E:278| 1300]: Train Loss:0.00093074, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:41:54,113 - wikidata12k_both - [INFO] - [E:278| 1400]: Train Loss:0.00093082, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:44:07,080 - wikidata12k_both - [INFO] - [E:278| 1500]: Train Loss:0.00093089, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:45:26,027 - wikidata12k_both - [INFO] - [E:278| 1600]: Train Loss:0.00093078, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:46:08,155 - wikidata12k_both - [INFO] - [Epoch:278]: Training Loss:0.0009309
2023-06-10 05:46:08,376 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 05:46:30,191 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 05:46:36,866 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 05:46:58,880 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 05:47:05,375 - wikidata12k_both - [INFO] - [Evaluating Epoch 278 valid]:
MRR: Tail : 0.53012, Head : 0.37285, Avg : 0.45149
2023-06-10 05:47:05,375 - wikidata12k_both - [INFO] - [Epoch 278]: Training Loss: 0.0009309, Valid MRR: 0.45611,
2023-06-10 05:47:06,035 - wikidata12k_both - [INFO] - [E:279| 0]: Train Loss:0.00092301, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:48:10,399 - wikidata12k_both - [INFO] - [E:279| 100]: Train Loss:0.00092723, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:49:14,797 - wikidata12k_both - [INFO] - [E:279| 200]: Train Loss:0.00092893, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:50:19,278 - wikidata12k_both - [INFO] - [E:279| 300]: Train Loss:0.00092964, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:51:23,663 - wikidata12k_both - [INFO] - [E:279| 400]: Train Loss:0.00093009, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:52:28,076 - wikidata12k_both - [INFO] - [E:279| 500]: Train Loss:0.00092997, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:53:32,482 - wikidata12k_both - [INFO] - [E:279| 600]: Train Loss:0.00093023, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:54:36,850 - wikidata12k_both - [INFO] - [E:279| 700]: Train Loss:0.00093025, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:55:41,292 - wikidata12k_both - [INFO] - [E:279| 800]: Train Loss:0.00093045, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:56:45,652 - wikidata12k_both - [INFO] - [E:279| 900]: Train Loss:0.0009304, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:57:50,010 - wikidata12k_both - [INFO] - [E:279| 1000]: Train Loss:0.00093043, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:58:54,420 - wikidata12k_both - [INFO] - [E:279| 1100]: Train Loss:0.00093065, Val MRR:0.45611, wikidata12k_both
2023-06-10 05:59:58,855 - wikidata12k_both - [INFO] - [E:279| 1200]: Train Loss:0.00093078, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:01:03,264 - wikidata12k_both - [INFO] - [E:279| 1300]: Train Loss:0.00093078, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:02:07,830 - wikidata12k_both - [INFO] - [E:279| 1400]: Train Loss:0.00093078, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:03:12,229 - wikidata12k_both - [INFO] - [E:279| 1500]: Train Loss:0.00093094, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:04:16,629 - wikidata12k_both - [INFO] - [E:279| 1600]: Train Loss:0.0009308, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:04:58,787 - wikidata12k_both - [INFO] - [Epoch:279]: Training Loss:0.0009308
2023-06-10 06:04:59,007 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 06:05:20,772 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 06:05:27,427 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 06:05:49,416 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 06:05:55,913 - wikidata12k_both - [INFO] - [Evaluating Epoch 279 valid]:
MRR: Tail : 0.52719, Head : 0.3461, Avg : 0.43664
MR: Tail : 808.67, Head : 864.41, Avg : 836.54
Hit-1: Tail : 0.44784, Head : 0.23164, Avg : 0.33974
Hit-3: Tail : 0.57222, Head : 0.40498, Avg : 0.4886
Hit-10: Tail : 0.66786, Head : 0.57575, Avg : 0.62181
2023-06-10 06:05:55,913 - wikidata12k_both - [INFO] - [Epoch 279]: Training Loss: 0.0009308, Valid MRR: 0.45611,
2023-06-10 06:05:56,571 - wikidata12k_both - [INFO] - [E:280| 0]: Train Loss:0.0010155, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:07:00,934 - wikidata12k_both - [INFO] - [E:280| 100]: Train Loss:0.00093514, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:08:05,410 - wikidata12k_both - [INFO] - [E:280| 200]: Train Loss:0.00093089, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:09:09,802 - wikidata12k_both - [INFO] - [E:280| 300]: Train Loss:0.00092972, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:10:14,207 - wikidata12k_both - [INFO] - [E:280| 400]: Train Loss:0.00093049, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:11:18,616 - wikidata12k_both - [INFO] - [E:280| 500]: Train Loss:0.00093032, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:12:22,973 - wikidata12k_both - [INFO] - [E:280| 600]: Train Loss:0.00093074, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:13:27,376 - wikidata12k_both - [INFO] - [E:280| 700]: Train Loss:0.00093052, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:14:31,756 - wikidata12k_both - [INFO] - [E:280| 800]: Train Loss:0.00093054, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:15:36,145 - wikidata12k_both - [INFO] - [E:280| 900]: Train Loss:0.00093029, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:16:40,575 - wikidata12k_both - [INFO] - [E:280| 1000]: Train Loss:0.00093017, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:17:44,938 - wikidata12k_both - [INFO] - [E:280| 1100]: Train Loss:0.00093008, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:18:49,294 - wikidata12k_both - [INFO] - [E:280| 1200]: Train Loss:0.00092988, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:19:53,694 - wikidata12k_both - [INFO] - [E:280| 1300]: Train Loss:0.00093005, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:20:58,106 - wikidata12k_both - [INFO] - [E:280| 1400]: Train Loss:0.00093007, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:22:02,527 - wikidata12k_both - [INFO] - [E:280| 1500]: Train Loss:0.00093029, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:23:06,901 - wikidata12k_both - [INFO] - [E:280| 1600]: Train Loss:0.00093036, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:23:48,979 - wikidata12k_both - [INFO] - [Epoch:280]: Training Loss:0.0009306
2023-06-10 06:23:49,199 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 06:24:10,980 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 06:24:17,638 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 06:24:39,608 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 06:24:46,105 - wikidata12k_both - [INFO] - [Evaluating Epoch 280 valid]:
MRR: Tail : 0.52719, Head : 0.36324, Avg : 0.44521
2023-06-10 06:24:46,106 - wikidata12k_both - [INFO] - [Epoch 280]: Training Loss: 0.00093055, Valid MRR: 0.45611,
2023-06-10 06:24:46,765 - wikidata12k_both - [INFO] - [E:281| 0]: Train Loss:0.00091282, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:25:51,219 - wikidata12k_both - [INFO] - [E:281| 100]: Train Loss:0.00092806, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:26:55,595 - wikidata12k_both - [INFO] - [E:281| 200]: Train Loss:0.00092791, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:27:59,961 - wikidata12k_both - [INFO] - [E:281| 300]: Train Loss:0.00092918, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:29:04,400 - wikidata12k_both - [INFO] - [E:281| 400]: Train Loss:0.00092907, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:30:08,808 - wikidata12k_both - [INFO] - [E:281| 500]: Train Loss:0.00092912, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:31:13,128 - wikidata12k_both - [INFO] - [E:281| 600]: Train Loss:0.00092913, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:32:17,417 - wikidata12k_both - [INFO] - [E:281| 700]: Train Loss:0.00092905, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:33:21,751 - wikidata12k_both - [INFO] - [E:281| 800]: Train Loss:0.00092928, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:34:26,192 - wikidata12k_both - [INFO] - [E:281| 900]: Train Loss:0.00092982, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:35:30,478 - wikidata12k_both - [INFO] - [E:281| 1000]: Train Loss:0.0009302, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:36:34,793 - wikidata12k_both - [INFO] - [E:281| 1100]: Train Loss:0.00093039, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:37:39,161 - wikidata12k_both - [INFO] - [E:281| 1200]: Train Loss:0.00093031, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:38:43,486 - wikidata12k_both - [INFO] - [E:281| 1300]: Train Loss:0.00093057, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:39:47,775 - wikidata12k_both - [INFO] - [E:281| 1400]: Train Loss:0.00093057, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:40:52,080 - wikidata12k_both - [INFO] - [E:281| 1500]: Train Loss:0.00093068, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:41:56,320 - wikidata12k_both - [INFO] - [E:281| 1600]: Train Loss:0.00093072, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:42:38,374 - wikidata12k_both - [INFO] - [Epoch:281]: Training Loss:0.0009308
2023-06-10 06:42:38,595 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 06:43:00,327 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 06:43:06,988 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 06:43:28,953 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 06:43:35,432 - wikidata12k_both - [INFO] - [Evaluating Epoch 281 valid]:
MRR: Tail : 0.52258, Head : 0.3631, Avg : 0.44284
2023-06-10 06:43:35,432 - wikidata12k_both - [INFO] - [Epoch 281]: Training Loss: 0.00093078, Valid MRR: 0.45611,
2023-06-10 06:43:36,088 - wikidata12k_both - [INFO] - [E:282| 0]: Train Loss:0.00091419, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:44:40,449 - wikidata12k_both - [INFO] - [E:282| 100]: Train Loss:0.00093031, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:45:44,757 - wikidata12k_both - [INFO] - [E:282| 200]: Train Loss:0.00092892, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:46:49,094 - wikidata12k_both - [INFO] - [E:282| 300]: Train Loss:0.00092945, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:47:53,307 - wikidata12k_both - [INFO] - [E:282| 400]: Train Loss:0.00092934, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:48:57,555 - wikidata12k_both - [INFO] - [E:282| 500]: Train Loss:0.00092926, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:50:01,959 - wikidata12k_both - [INFO] - [E:282| 600]: Train Loss:0.00092987, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:51:06,260 - wikidata12k_both - [INFO] - [E:282| 700]: Train Loss:0.00092978, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:52:10,571 - wikidata12k_both - [INFO] - [E:282| 800]: Train Loss:0.00092987, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:53:14,866 - wikidata12k_both - [INFO] - [E:282| 900]: Train Loss:0.00093005, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:54:19,159 - wikidata12k_both - [INFO] - [E:282| 1000]: Train Loss:0.00093055, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:55:23,431 - wikidata12k_both - [INFO] - [E:282| 1100]: Train Loss:0.00093071, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:56:27,656 - wikidata12k_both - [INFO] - [E:282| 1200]: Train Loss:0.00093067, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:57:31,873 - wikidata12k_both - [INFO] - [E:282| 1300]: Train Loss:0.00093047, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:58:36,257 - wikidata12k_both - [INFO] - [E:282| 1400]: Train Loss:0.00093037, Val MRR:0.45611, wikidata12k_both
2023-06-10 06:59:40,564 - wikidata12k_both - [INFO] - [E:282| 1500]: Train Loss:0.00093049, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:00:44,816 - wikidata12k_both - [INFO] - [E:282| 1600]: Train Loss:0.00093047, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:01:26,856 - wikidata12k_both - [INFO] - [Epoch:282]: Training Loss:0.0009305
2023-06-10 07:01:27,076 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 07:01:48,822 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 07:01:55,463 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 07:02:17,397 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 07:02:23,885 - wikidata12k_both - [INFO] - [Evaluating Epoch 282 valid]:
MRR: Tail : 0.52233, Head : 0.38522, Avg : 0.45377
2023-06-10 07:02:23,885 - wikidata12k_both - [INFO] - [Epoch 282]: Training Loss: 0.0009305, Valid MRR: 0.45611,
2023-06-10 07:02:24,542 - wikidata12k_both - [INFO] - [E:283| 0]: Train Loss:0.00091631, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:03:28,828 - wikidata12k_both - [INFO] - [E:283| 100]: Train Loss:0.00093145, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:04:33,224 - wikidata12k_both - [INFO] - [E:283| 200]: Train Loss:0.00092951, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:05:37,501 - wikidata12k_both - [INFO] - [E:283| 300]: Train Loss:0.00092984, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:06:41,748 - wikidata12k_both - [INFO] - [E:283| 400]: Train Loss:0.00092972, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:07:46,078 - wikidata12k_both - [INFO] - [E:283| 500]: Train Loss:0.00092938, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:08:50,329 - wikidata12k_both - [INFO] - [E:283| 600]: Train Loss:0.00092978, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:09:54,739 - wikidata12k_both - [INFO] - [E:283| 700]: Train Loss:0.00092989, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:10:58,945 - wikidata12k_both - [INFO] - [E:283| 800]: Train Loss:0.00092962, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:12:03,200 - wikidata12k_both - [INFO] - [E:283| 900]: Train Loss:0.00093, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:13:07,494 - wikidata12k_both - [INFO] - [E:283| 1000]: Train Loss:0.00092994, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:14:11,687 - wikidata12k_both - [INFO] - [E:283| 1100]: Train Loss:0.0009301, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:15:15,959 - wikidata12k_both - [INFO] - [E:283| 1200]: Train Loss:0.00093017, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:16:20,311 - wikidata12k_both - [INFO] - [E:283| 1300]: Train Loss:0.00093035, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:17:24,591 - wikidata12k_both - [INFO] - [E:283| 1400]: Train Loss:0.00093025, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:18:28,875 - wikidata12k_both - [INFO] - [E:283| 1500]: Train Loss:0.00093037, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:19:33,127 - wikidata12k_both - [INFO] - [E:283| 1600]: Train Loss:0.00093042, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:20:15,128 - wikidata12k_both - [INFO] - [Epoch:283]: Training Loss:0.0009304
2023-06-10 07:20:15,349 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 07:20:37,084 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 07:20:43,742 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 07:21:05,677 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 07:21:12,155 - wikidata12k_both - [INFO] - [Evaluating Epoch 283 valid]:
MRR: Tail : 0.52714, Head : 0.3688, Avg : 0.44797
2023-06-10 07:21:12,155 - wikidata12k_both - [INFO] - [Epoch 283]: Training Loss: 0.00093042, Valid MRR: 0.45611,
2023-06-10 07:21:12,813 - wikidata12k_both - [INFO] - [E:284| 0]: Train Loss:0.00092056, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:22:17,229 - wikidata12k_both - [INFO] - [E:284| 100]: Train Loss:0.00093115, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:23:21,494 - wikidata12k_both - [INFO] - [E:284| 200]: Train Loss:0.00093055, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:24:25,756 - wikidata12k_both - [INFO] - [E:284| 300]: Train Loss:0.00093046, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:25:30,059 - wikidata12k_both - [INFO] - [E:284| 400]: Train Loss:0.00092974, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:26:34,247 - wikidata12k_both - [INFO] - [E:284| 500]: Train Loss:0.00092962, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:27:38,578 - wikidata12k_both - [INFO] - [E:284| 600]: Train Loss:0.00092973, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:28:42,801 - wikidata12k_both - [INFO] - [E:284| 700]: Train Loss:0.00093023, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:29:47,088 - wikidata12k_both - [INFO] - [E:284| 800]: Train Loss:0.00093024, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:30:51,501 - wikidata12k_both - [INFO] - [E:284| 900]: Train Loss:0.0009304, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:31:55,671 - wikidata12k_both - [INFO] - [E:284| 1000]: Train Loss:0.00093044, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:32:59,909 - wikidata12k_both - [INFO] - [E:284| 1100]: Train Loss:0.00093051, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:34:04,179 - wikidata12k_both - [INFO] - [E:284| 1200]: Train Loss:0.00093028, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:35:08,352 - wikidata12k_both - [INFO] - [E:284| 1300]: Train Loss:0.00093031, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:36:12,582 - wikidata12k_both - [INFO] - [E:284| 1400]: Train Loss:0.00093031, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:37:16,798 - wikidata12k_both - [INFO] - [E:284| 1500]: Train Loss:0.00093038, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:38:21,012 - wikidata12k_both - [INFO] - [E:284| 1600]: Train Loss:0.00093035, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:39:02,955 - wikidata12k_both - [INFO] - [Epoch:284]: Training Loss:0.0009303
2023-06-10 07:39:03,175 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 07:39:24,925 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 07:39:31,583 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 07:39:53,502 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 07:39:59,968 - wikidata12k_both - [INFO] - [Evaluating Epoch 284 valid]:
MRR: Tail : 0.52427, Head : 0.38472, Avg : 0.4545
2023-06-10 07:39:59,968 - wikidata12k_both - [INFO] - [Epoch 284]: Training Loss: 0.00093033, Valid MRR: 0.45611,
2023-06-10 07:40:00,623 - wikidata12k_both - [INFO] - [E:285| 0]: Train Loss:0.00093178, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:41:04,769 - wikidata12k_both - [INFO] - [E:285| 100]: Train Loss:0.00093149, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:42:09,074 - wikidata12k_both - [INFO] - [E:285| 200]: Train Loss:0.00093029, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:43:13,390 - wikidata12k_both - [INFO] - [E:285| 300]: Train Loss:0.00093082, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:44:17,559 - wikidata12k_both - [INFO] - [E:285| 400]: Train Loss:0.00093106, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:45:21,807 - wikidata12k_both - [INFO] - [E:285| 500]: Train Loss:0.00093061, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:46:25,977 - wikidata12k_both - [INFO] - [E:285| 600]: Train Loss:0.00093072, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:47:30,299 - wikidata12k_both - [INFO] - [E:285| 700]: Train Loss:0.00093059, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:48:34,547 - wikidata12k_both - [INFO] - [E:285| 800]: Train Loss:0.0009306, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:49:38,740 - wikidata12k_both - [INFO] - [E:285| 900]: Train Loss:0.00093062, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:50:42,964 - wikidata12k_both - [INFO] - [E:285| 1000]: Train Loss:0.00093084, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:51:47,195 - wikidata12k_both - [INFO] - [E:285| 1100]: Train Loss:0.0009307, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:52:51,351 - wikidata12k_both - [INFO] - [E:285| 1200]: Train Loss:0.00093049, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:53:55,510 - wikidata12k_both - [INFO] - [E:285| 1300]: Train Loss:0.00093047, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:54:59,707 - wikidata12k_both - [INFO] - [E:285| 1400]: Train Loss:0.00093032, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:56:03,879 - wikidata12k_both - [INFO] - [E:285| 1500]: Train Loss:0.00093018, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:57:08,165 - wikidata12k_both - [INFO] - [E:285| 1600]: Train Loss:0.00093033, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:57:50,146 - wikidata12k_both - [INFO] - [Epoch:285]: Training Loss:0.0009302
2023-06-10 07:57:50,367 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 07:58:12,059 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 07:58:18,693 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 07:58:40,629 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 07:58:47,111 - wikidata12k_both - [INFO] - [Evaluating Epoch 285 valid]:
MRR: Tail : 0.52191, Head : 0.38512, Avg : 0.45351
2023-06-10 07:58:47,111 - wikidata12k_both - [INFO] - [Epoch 285]: Training Loss: 0.00093019, Valid MRR: 0.45611,
2023-06-10 07:58:47,768 - wikidata12k_both - [INFO] - [E:286| 0]: Train Loss:0.00091749, Val MRR:0.45611, wikidata12k_both
2023-06-10 07:59:52,008 - wikidata12k_both - [INFO] - [E:286| 100]: Train Loss:0.00092923, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:00:56,272 - wikidata12k_both - [INFO] - [E:286| 200]: Train Loss:0.00093037, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:02:00,471 - wikidata12k_both - [INFO] - [E:286| 300]: Train Loss:0.00092982, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:03:04,802 - wikidata12k_both - [INFO] - [E:286| 400]: Train Loss:0.00092988, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:04:08,988 - wikidata12k_both - [INFO] - [E:286| 500]: Train Loss:0.00092997, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:05:13,220 - wikidata12k_both - [INFO] - [E:286| 600]: Train Loss:0.00093026, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:06:17,504 - wikidata12k_both - [INFO] - [E:286| 700]: Train Loss:0.00093049, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:07:21,668 - wikidata12k_both - [INFO] - [E:286| 800]: Train Loss:0.00093069, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:08:25,898 - wikidata12k_both - [INFO] - [E:286| 900]: Train Loss:0.00093068, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:09:30,122 - wikidata12k_both - [INFO] - [E:286| 1000]: Train Loss:0.00093053, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:10:34,353 - wikidata12k_both - [INFO] - [E:286| 1100]: Train Loss:0.00093052, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:11:38,642 - wikidata12k_both - [INFO] - [E:286| 1200]: Train Loss:0.00093053, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:12:42,846 - wikidata12k_both - [INFO] - [E:286| 1300]: Train Loss:0.00093046, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:13:47,137 - wikidata12k_both - [INFO] - [E:286| 1400]: Train Loss:0.00093033, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:14:51,336 - wikidata12k_both - [INFO] - [E:286| 1500]: Train Loss:0.00093032, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:15:55,510 - wikidata12k_both - [INFO] - [E:286| 1600]: Train Loss:0.0009303, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:16:37,424 - wikidata12k_both - [INFO] - [Epoch:286]: Training Loss:0.0009302
2023-06-10 08:16:37,644 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 08:16:59,363 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 08:17:05,993 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 08:17:27,885 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 08:17:34,351 - wikidata12k_both - [INFO] - [Evaluating Epoch 286 valid]:
MRR: Tail : 0.5247, Head : 0.38262, Avg : 0.45366
2023-06-10 08:17:34,351 - wikidata12k_both - [INFO] - [Epoch 286]: Training Loss: 0.00093024, Valid MRR: 0.45611,
2023-06-10 08:17:35,015 - wikidata12k_both - [INFO] - [E:287| 0]: Train Loss:0.00092956, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:18:39,163 - wikidata12k_both - [INFO] - [E:287| 100]: Train Loss:0.00093047, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:19:43,329 - wikidata12k_both - [INFO] - [E:287| 200]: Train Loss:0.00093046, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:20:47,563 - wikidata12k_both - [INFO] - [E:287| 300]: Train Loss:0.00092892, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:21:51,729 - wikidata12k_both - [INFO] - [E:287| 400]: Train Loss:0.00092885, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:22:55,972 - wikidata12k_both - [INFO] - [E:287| 500]: Train Loss:0.00092968, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:24:00,260 - wikidata12k_both - [INFO] - [E:287| 600]: Train Loss:0.00092971, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:25:04,348 - wikidata12k_both - [INFO] - [E:287| 700]: Train Loss:0.0009299, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:26:08,470 - wikidata12k_both - [INFO] - [E:287| 800]: Train Loss:0.00093048, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:27:12,637 - wikidata12k_both - [INFO] - [E:287| 900]: Train Loss:0.00093048, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:28:16,755 - wikidata12k_both - [INFO] - [E:287| 1000]: Train Loss:0.00093027, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:29:20,903 - wikidata12k_both - [INFO] - [E:287| 1100]: Train Loss:0.00093045, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:30:25,264 - wikidata12k_both - [INFO] - [E:287| 1200]: Train Loss:0.00093045, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:31:29,383 - wikidata12k_both - [INFO] - [E:287| 1300]: Train Loss:0.00093012, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:32:33,488 - wikidata12k_both - [INFO] - [E:287| 1400]: Train Loss:0.0009303, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:33:37,751 - wikidata12k_both - [INFO] - [E:287| 1500]: Train Loss:0.00093002, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:34:41,917 - wikidata12k_both - [INFO] - [E:287| 1600]: Train Loss:0.00093008, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:35:23,790 - wikidata12k_both - [INFO] - [Epoch:287]: Training Loss:0.0009301
2023-06-10 08:35:24,009 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 08:35:45,785 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 08:35:52,426 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 08:36:14,358 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 08:36:20,833 - wikidata12k_both - [INFO] - [Evaluating Epoch 287 valid]:
MRR: Tail : 0.52409, Head : 0.34347, Avg : 0.43378
2023-06-10 08:36:20,833 - wikidata12k_both - [INFO] - [Epoch 287]: Training Loss: 0.0009301, Valid MRR: 0.45611,
2023-06-10 08:36:21,491 - wikidata12k_both - [INFO] - [E:288| 0]: Train Loss:0.00092669, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:37:25,650 - wikidata12k_both - [INFO] - [E:288| 100]: Train Loss:0.00092911, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:38:29,770 - wikidata12k_both - [INFO] - [E:288| 200]: Train Loss:0.00093045, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:39:33,951 - wikidata12k_both - [INFO] - [E:288| 300]: Train Loss:0.00093137, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:40:38,140 - wikidata12k_both - [INFO] - [E:288| 400]: Train Loss:0.00093087, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:41:42,313 - wikidata12k_both - [INFO] - [E:288| 500]: Train Loss:0.00093028, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:42:46,420 - wikidata12k_both - [INFO] - [E:288| 600]: Train Loss:0.00093052, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:43:50,582 - wikidata12k_both - [INFO] - [E:288| 700]: Train Loss:0.00093023, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:44:54,791 - wikidata12k_both - [INFO] - [E:288| 800]: Train Loss:0.00093023, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:45:58,902 - wikidata12k_both - [INFO] - [E:288| 900]: Train Loss:0.00093048, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:47:03,079 - wikidata12k_both - [INFO] - [E:288| 1000]: Train Loss:0.00093055, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:48:07,387 - wikidata12k_both - [INFO] - [E:288| 1100]: Train Loss:0.00093033, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:49:11,505 - wikidata12k_both - [INFO] - [E:288| 1200]: Train Loss:0.00093015, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:50:15,738 - wikidata12k_both - [INFO] - [E:288| 1300]: Train Loss:0.00093, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:51:19,972 - wikidata12k_both - [INFO] - [E:288| 1400]: Train Loss:0.00092996, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:52:24,083 - wikidata12k_both - [INFO] - [E:288| 1500]: Train Loss:0.00093012, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:53:28,314 - wikidata12k_both - [INFO] - [E:288| 1600]: Train Loss:0.00093013, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:54:10,217 - wikidata12k_both - [INFO] - [Epoch:288]: Training Loss:0.00093
2023-06-10 08:54:10,437 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 08:54:32,120 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 08:54:38,761 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 08:55:00,666 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 08:55:07,141 - wikidata12k_both - [INFO] - [Evaluating Epoch 288 valid]:
MRR: Tail : 0.52582, Head : 0.38636, Avg : 0.45609
2023-06-10 08:55:07,141 - wikidata12k_both - [INFO] - [Epoch 288]: Training Loss: 0.00093005, Valid MRR: 0.45611,
2023-06-10 08:55:07,799 - wikidata12k_both - [INFO] - [E:289| 0]: Train Loss:0.00092765, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:56:11,967 - wikidata12k_both - [INFO] - [E:289| 100]: Train Loss:0.00093016, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:57:16,113 - wikidata12k_both - [INFO] - [E:289| 200]: Train Loss:0.00092884, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:58:20,176 - wikidata12k_both - [INFO] - [E:289| 300]: Train Loss:0.00092929, Val MRR:0.45611, wikidata12k_both
2023-06-10 08:59:24,400 - wikidata12k_both - [INFO] - [E:289| 400]: Train Loss:0.00092951, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:00:28,490 - wikidata12k_both - [INFO] - [E:289| 500]: Train Loss:0.00092914, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:01:32,657 - wikidata12k_both - [INFO] - [E:289| 600]: Train Loss:0.00092947, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:02:36,902 - wikidata12k_both - [INFO] - [E:289| 700]: Train Loss:0.00092964, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:03:40,973 - wikidata12k_both - [INFO] - [E:289| 800]: Train Loss:0.00092947, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:04:45,055 - wikidata12k_both - [INFO] - [E:289| 900]: Train Loss:0.00092973, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:05:49,227 - wikidata12k_both - [INFO] - [E:289| 1000]: Train Loss:0.00092961, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:06:53,441 - wikidata12k_both - [INFO] - [E:289| 1100]: Train Loss:0.00093, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:07:57,574 - wikidata12k_both - [INFO] - [E:289| 1200]: Train Loss:0.00092985, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:09:01,808 - wikidata12k_both - [INFO] - [E:289| 1300]: Train Loss:0.00093008, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:10:06,001 - wikidata12k_both - [INFO] - [E:289| 1400]: Train Loss:0.00092994, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:11:10,117 - wikidata12k_both - [INFO] - [E:289| 1500]: Train Loss:0.00092991, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:12:14,322 - wikidata12k_both - [INFO] - [E:289| 1600]: Train Loss:0.00092985, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:12:56,264 - wikidata12k_both - [INFO] - [Epoch:289]: Training Loss:0.0009299
2023-06-10 09:12:56,485 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 09:13:18,187 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 09:13:24,815 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 09:13:46,720 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 09:13:53,178 - wikidata12k_both - [INFO] - [Evaluating Epoch 289 valid]:
MRR: Tail : 0.52182, Head : 0.38284, Avg : 0.45233
MR: Tail : 826.25, Head : 851.48, Avg : 838.87
Hit-1: Tail : 0.43994, Head : 0.28449, Avg : 0.36221
Hit-3: Tail : 0.56749, Head : 0.43826, Avg : 0.50287
Hit-10: Tail : 0.66577, Head : 0.5794, Avg : 0.62258
2023-06-10 09:13:53,178 - wikidata12k_both - [INFO] - [Epoch 289]: Training Loss: 0.00092987, Valid MRR: 0.45611,
2023-06-10 09:13:53,835 - wikidata12k_both - [INFO] - [E:290| 0]: Train Loss:0.00091518, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:14:58,060 - wikidata12k_both - [INFO] - [E:290| 100]: Train Loss:0.00093011, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:16:02,359 - wikidata12k_both - [INFO] - [E:290| 200]: Train Loss:0.00092888, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:17:06,521 - wikidata12k_both - [INFO] - [E:290| 300]: Train Loss:0.00092828, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:18:10,720 - wikidata12k_both - [INFO] - [E:290| 400]: Train Loss:0.00092917, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:19:14,867 - wikidata12k_both - [INFO] - [E:290| 500]: Train Loss:0.00092882, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:20:19,007 - wikidata12k_both - [INFO] - [E:290| 600]: Train Loss:0.00092923, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:21:23,094 - wikidata12k_both - [INFO] - [E:290| 700]: Train Loss:0.00092944, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:22:27,211 - wikidata12k_both - [INFO] - [E:290| 800]: Train Loss:0.00092932, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:23:31,403 - wikidata12k_both - [INFO] - [E:290| 900]: Train Loss:0.0009293, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:24:35,549 - wikidata12k_both - [INFO] - [E:290| 1000]: Train Loss:0.00092939, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:25:39,760 - wikidata12k_both - [INFO] - [E:290| 1100]: Train Loss:0.00092948, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:26:43,971 - wikidata12k_both - [INFO] - [E:290| 1200]: Train Loss:0.00092956, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:27:48,135 - wikidata12k_both - [INFO] - [E:290| 1300]: Train Loss:0.00092963, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:28:52,307 - wikidata12k_both - [INFO] - [E:290| 1400]: Train Loss:0.00092986, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:29:56,447 - wikidata12k_both - [INFO] - [E:290| 1500]: Train Loss:0.00092998, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:31:00,547 - wikidata12k_both - [INFO] - [E:290| 1600]: Train Loss:0.00092993, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:31:42,437 - wikidata12k_both - [INFO] - [Epoch:290]: Training Loss:0.00093
2023-06-10 09:31:42,655 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 09:32:04,423 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 09:32:11,042 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 09:32:32,909 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 09:32:39,380 - wikidata12k_both - [INFO] - [Evaluating Epoch 290 valid]:
MRR: Tail : 0.52067, Head : 0.35807, Avg : 0.43937
2023-06-10 09:32:39,381 - wikidata12k_both - [INFO] - [Epoch 290]: Training Loss: 0.00092999, Valid MRR: 0.45611,
2023-06-10 09:32:40,040 - wikidata12k_both - [INFO] - [E:291| 0]: Train Loss:0.00093741, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:33:44,212 - wikidata12k_both - [INFO] - [E:291| 100]: Train Loss:0.00092999, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:34:48,326 - wikidata12k_both - [INFO] - [E:291| 200]: Train Loss:0.00092967, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:35:52,503 - wikidata12k_both - [INFO] - [E:291| 300]: Train Loss:0.00092925, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:36:56,581 - wikidata12k_both - [INFO] - [E:291| 400]: Train Loss:0.00093063, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:38:00,732 - wikidata12k_both - [INFO] - [E:291| 500]: Train Loss:0.00092986, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:39:04,807 - wikidata12k_both - [INFO] - [E:291| 600]: Train Loss:0.00092983, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:40:08,920 - wikidata12k_both - [INFO] - [E:291| 700]: Train Loss:0.00092961, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:41:13,084 - wikidata12k_both - [INFO] - [E:291| 800]: Train Loss:0.00092947, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:42:17,243 - wikidata12k_both - [INFO] - [E:291| 900]: Train Loss:0.00092942, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:43:21,446 - wikidata12k_both - [INFO] - [E:291| 1000]: Train Loss:0.00092926, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:44:25,653 - wikidata12k_both - [INFO] - [E:291| 1100]: Train Loss:0.00092954, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:45:29,743 - wikidata12k_both - [INFO] - [E:291| 1200]: Train Loss:0.00092956, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:46:33,849 - wikidata12k_both - [INFO] - [E:291| 1300]: Train Loss:0.00092956, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:47:38,035 - wikidata12k_both - [INFO] - [E:291| 1400]: Train Loss:0.00092962, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:48:42,141 - wikidata12k_both - [INFO] - [E:291| 1500]: Train Loss:0.00092967, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:49:46,323 - wikidata12k_both - [INFO] - [E:291| 1600]: Train Loss:0.00092972, Val MRR:0.45611, wikidata12k_both
2023-06-10 09:50:28,216 - wikidata12k_both - [INFO] - [Epoch:291]: Training Loss:0.0009297
2023-06-10 09:50:28,436 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 09:50:50,147 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 09:50:56,774 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 09:51:18,660 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 09:51:25,126 - wikidata12k_both - [INFO] - [Evaluating Epoch 291 valid]:
MRR: Tail : 0.52642, Head : 0.38675, Avg : 0.45659
2023-06-10 09:51:26,341 - wikidata12k_both - [INFO] - [Epoch 291]: Training Loss: 0.00092972, Valid MRR: 0.45659,
2023-06-10 09:51:27,005 - wikidata12k_both - [INFO] - [E:292| 0]: Train Loss:0.00092996, Val MRR:0.45659, wikidata12k_both
2023-06-10 09:52:31,122 - wikidata12k_both - [INFO] - [E:292| 100]: Train Loss:0.00092981, Val MRR:0.45659, wikidata12k_both
2023-06-10 09:53:35,320 - wikidata12k_both - [INFO] - [E:292| 200]: Train Loss:0.00093212, Val MRR:0.45659, wikidata12k_both
2023-06-10 09:54:39,474 - wikidata12k_both - [INFO] - [E:292| 300]: Train Loss:0.00092993, Val MRR:0.45659, wikidata12k_both
2023-06-10 09:55:43,638 - wikidata12k_both - [INFO] - [E:292| 400]: Train Loss:0.00092998, Val MRR:0.45659, wikidata12k_both
2023-06-10 09:56:47,846 - wikidata12k_both - [INFO] - [E:292| 500]: Train Loss:0.0009298, Val MRR:0.45659, wikidata12k_both
2023-06-10 09:57:51,906 - wikidata12k_both - [INFO] - [E:292| 600]: Train Loss:0.00093022, Val MRR:0.45659, wikidata12k_both
2023-06-10 09:58:56,069 - wikidata12k_both - [INFO] - [E:292| 700]: Train Loss:0.00093049, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:00:00,263 - wikidata12k_both - [INFO] - [E:292| 800]: Train Loss:0.00093036, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:01:04,336 - wikidata12k_both - [INFO] - [E:292| 900]: Train Loss:0.00093039, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:02:08,446 - wikidata12k_both - [INFO] - [E:292| 1000]: Train Loss:0.00092972, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:03:12,579 - wikidata12k_both - [INFO] - [E:292| 1100]: Train Loss:0.0009294, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:04:16,718 - wikidata12k_both - [INFO] - [E:292| 1200]: Train Loss:0.00092965, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:05:20,941 - wikidata12k_both - [INFO] - [E:292| 1300]: Train Loss:0.00092975, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:06:25,008 - wikidata12k_both - [INFO] - [E:292| 1400]: Train Loss:0.00093002, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:07:29,175 - wikidata12k_both - [INFO] - [E:292| 1500]: Train Loss:0.00093, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:08:33,383 - wikidata12k_both - [INFO] - [E:292| 1600]: Train Loss:0.00093013, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:09:15,263 - wikidata12k_both - [INFO] - [Epoch:292]: Training Loss:0.0009301
2023-06-10 10:09:15,482 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 10:09:37,179 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 10:09:43,802 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 10:10:05,673 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 10:10:12,137 - wikidata12k_both - [INFO] - [Evaluating Epoch 292 valid]:
MRR: Tail : 0.51693, Head : 0.36292, Avg : 0.43993
2023-06-10 10:10:12,138 - wikidata12k_both - [INFO] - [Epoch 292]: Training Loss: 0.00093006, Valid MRR: 0.45659,
2023-06-10 10:10:12,794 - wikidata12k_both - [INFO] - [E:293| 0]: Train Loss:0.00094955, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:11:17,056 - wikidata12k_both - [INFO] - [E:293| 100]: Train Loss:0.00092687, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:12:21,238 - wikidata12k_both - [INFO] - [E:293| 200]: Train Loss:0.00092827, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:13:25,372 - wikidata12k_both - [INFO] - [E:293| 300]: Train Loss:0.00092915, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:14:29,489 - wikidata12k_both - [INFO] - [E:293| 400]: Train Loss:0.00092837, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:15:33,569 - wikidata12k_both - [INFO] - [E:293| 500]: Train Loss:0.00092812, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:16:37,771 - wikidata12k_both - [INFO] - [E:293| 600]: Train Loss:0.00092843, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:17:41,840 - wikidata12k_both - [INFO] - [E:293| 700]: Train Loss:0.00092877, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:18:45,972 - wikidata12k_both - [INFO] - [E:293| 800]: Train Loss:0.00092911, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:19:50,184 - wikidata12k_both - [INFO] - [E:293| 900]: Train Loss:0.00092917, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:20:54,391 - wikidata12k_both - [INFO] - [E:293| 1000]: Train Loss:0.00092915, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:21:58,574 - wikidata12k_both - [INFO] - [E:293| 1100]: Train Loss:0.00092957, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:23:02,737 - wikidata12k_both - [INFO] - [E:293| 1200]: Train Loss:0.00092976, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:24:06,905 - wikidata12k_both - [INFO] - [E:293| 1300]: Train Loss:0.00092974, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:25:11,064 - wikidata12k_both - [INFO] - [E:293| 1400]: Train Loss:0.00092966, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:26:15,269 - wikidata12k_both - [INFO] - [E:293| 1500]: Train Loss:0.00092968, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:27:19,361 - wikidata12k_both - [INFO] - [E:293| 1600]: Train Loss:0.00092972, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:28:01,222 - wikidata12k_both - [INFO] - [Epoch:293]: Training Loss:0.0009297
2023-06-10 10:28:01,442 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 10:28:23,167 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 10:28:29,794 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 10:28:51,674 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 10:28:58,133 - wikidata12k_both - [INFO] - [Evaluating Epoch 293 valid]:
MRR: Tail : 0.5217, Head : 0.31991, Avg : 0.4208
2023-06-10 10:28:58,133 - wikidata12k_both - [INFO] - [Epoch 293]: Training Loss: 0.00092972, Valid MRR: 0.45659,
2023-06-10 10:28:58,787 - wikidata12k_both - [INFO] - [E:294| 0]: Train Loss:0.00099761, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:30:02,870 - wikidata12k_both - [INFO] - [E:294| 100]: Train Loss:0.00093173, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:31:07,025 - wikidata12k_both - [INFO] - [E:294| 200]: Train Loss:0.00092894, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:32:11,137 - wikidata12k_both - [INFO] - [E:294| 300]: Train Loss:0.00092803, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:33:15,249 - wikidata12k_both - [INFO] - [E:294| 400]: Train Loss:0.00092828, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:34:19,439 - wikidata12k_both - [INFO] - [E:294| 500]: Train Loss:0.00092808, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:35:23,610 - wikidata12k_both - [INFO] - [E:294| 600]: Train Loss:0.00092852, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:36:27,708 - wikidata12k_both - [INFO] - [E:294| 700]: Train Loss:0.00092867, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:37:31,857 - wikidata12k_both - [INFO] - [E:294| 800]: Train Loss:0.0009282, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:38:35,981 - wikidata12k_both - [INFO] - [E:294| 900]: Train Loss:0.00092828, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:39:40,058 - wikidata12k_both - [INFO] - [E:294| 1000]: Train Loss:0.00092838, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:40:44,266 - wikidata12k_both - [INFO] - [E:294| 1100]: Train Loss:0.0009285, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:41:48,383 - wikidata12k_both - [INFO] - [E:294| 1200]: Train Loss:0.00092863, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:42:52,456 - wikidata12k_both - [INFO] - [E:294| 1300]: Train Loss:0.00092875, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:43:56,624 - wikidata12k_both - [INFO] - [E:294| 1400]: Train Loss:0.0009289, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:45:00,735 - wikidata12k_both - [INFO] - [E:294| 1500]: Train Loss:0.00092912, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:46:04,922 - wikidata12k_both - [INFO] - [E:294| 1600]: Train Loss:0.0009293, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:46:46,858 - wikidata12k_both - [INFO] - [Epoch:294]: Training Loss:0.0009295
2023-06-10 10:46:47,077 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 10:47:08,763 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 10:47:15,393 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 10:47:37,306 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 10:47:43,778 - wikidata12k_both - [INFO] - [Evaluating Epoch 294 valid]:
MRR: Tail : 0.52333, Head : 0.3449, Avg : 0.43412
2023-06-10 10:47:43,778 - wikidata12k_both - [INFO] - [Epoch 294]: Training Loss: 0.00092949, Valid MRR: 0.45659,
2023-06-10 10:47:44,434 - wikidata12k_both - [INFO] - [E:295| 0]: Train Loss:0.00093423, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:48:48,586 - wikidata12k_both - [INFO] - [E:295| 100]: Train Loss:0.0009283, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:49:52,738 - wikidata12k_both - [INFO] - [E:295| 200]: Train Loss:0.00093105, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:50:56,906 - wikidata12k_both - [INFO] - [E:295| 300]: Train Loss:0.00093007, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:52:01,147 - wikidata12k_both - [INFO] - [E:295| 400]: Train Loss:0.00092969, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:53:05,317 - wikidata12k_both - [INFO] - [E:295| 500]: Train Loss:0.00092896, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:54:09,522 - wikidata12k_both - [INFO] - [E:295| 600]: Train Loss:0.00092901, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:55:13,665 - wikidata12k_both - [INFO] - [E:295| 700]: Train Loss:0.00092909, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:56:17,826 - wikidata12k_both - [INFO] - [E:295| 800]: Train Loss:0.0009296, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:57:22,046 - wikidata12k_both - [INFO] - [E:295| 900]: Train Loss:0.0009295, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:58:26,233 - wikidata12k_both - [INFO] - [E:295| 1000]: Train Loss:0.00092971, Val MRR:0.45659, wikidata12k_both
2023-06-10 10:59:30,392 - wikidata12k_both - [INFO] - [E:295| 1100]: Train Loss:0.00092998, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:00:34,533 - wikidata12k_both - [INFO] - [E:295| 1200]: Train Loss:0.00092985, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:01:38,735 - wikidata12k_both - [INFO] - [E:295| 1300]: Train Loss:0.00092977, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:02:42,854 - wikidata12k_both - [INFO] - [E:295| 1400]: Train Loss:0.00092983, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:03:47,077 - wikidata12k_both - [INFO] - [E:295| 1500]: Train Loss:0.0009298, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:04:51,212 - wikidata12k_both - [INFO] - [E:295| 1600]: Train Loss:0.00092976, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:05:33,199 - wikidata12k_both - [INFO] - [Epoch:295]: Training Loss:0.0009299
2023-06-10 11:05:33,418 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 11:05:55,130 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 11:06:01,767 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 11:06:23,672 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 11:06:30,173 - wikidata12k_both - [INFO] - [Evaluating Epoch 295 valid]:
MRR: Tail : 0.52385, Head : 0.36909, Avg : 0.44647
2023-06-10 11:06:30,173 - wikidata12k_both - [INFO] - [Epoch 295]: Training Loss: 0.00092986, Valid MRR: 0.45659,
2023-06-10 11:06:30,829 - wikidata12k_both - [INFO] - [E:296| 0]: Train Loss:0.00090481, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:07:35,066 - wikidata12k_both - [INFO] - [E:296| 100]: Train Loss:0.00093158, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:08:39,281 - wikidata12k_both - [INFO] - [E:296| 200]: Train Loss:0.00092912, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:09:43,479 - wikidata12k_both - [INFO] - [E:296| 300]: Train Loss:0.00092976, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:10:47,578 - wikidata12k_both - [INFO] - [E:296| 400]: Train Loss:0.00092943, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:11:51,726 - wikidata12k_both - [INFO] - [E:296| 500]: Train Loss:0.00092966, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:12:55,869 - wikidata12k_both - [INFO] - [E:296| 600]: Train Loss:0.00092996, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:13:59,957 - wikidata12k_both - [INFO] - [E:296| 700]: Train Loss:0.00093009, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:15:04,170 - wikidata12k_both - [INFO] - [E:296| 800]: Train Loss:0.00092989, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:16:08,412 - wikidata12k_both - [INFO] - [E:296| 900]: Train Loss:0.00093011, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:17:12,623 - wikidata12k_both - [INFO] - [E:296| 1000]: Train Loss:0.00092987, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:18:16,726 - wikidata12k_both - [INFO] - [E:296| 1100]: Train Loss:0.00092998, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:19:20,955 - wikidata12k_both - [INFO] - [E:296| 1200]: Train Loss:0.00093, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:20:25,172 - wikidata12k_both - [INFO] - [E:296| 1300]: Train Loss:0.00092969, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:21:29,340 - wikidata12k_both - [INFO] - [E:296| 1400]: Train Loss:0.00092966, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:22:33,536 - wikidata12k_both - [INFO] - [E:296| 1500]: Train Loss:0.00092987, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:23:37,759 - wikidata12k_both - [INFO] - [E:296| 1600]: Train Loss:0.00093012, Val MRR:0.45659, wikidata12k_both
2023-06-10 11:24:19,737 - wikidata12k_both - [INFO] - [Epoch:296]: Training Loss:0.0009299
2023-06-10 11:24:19,957 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 11:24:41,719 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 11:24:48,346 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 11:25:10,246 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 11:25:16,713 - wikidata12k_both - [INFO] - [Evaluating Epoch 296 valid]:
MRR: Tail : 0.52575, Head : 0.38833, Avg : 0.45704
2023-06-10 11:25:17,785 - wikidata12k_both - [INFO] - [Epoch 296]: Training Loss: 0.00092994, Valid MRR: 0.45704,
2023-06-10 11:25:18,441 - wikidata12k_both - [INFO] - [E:297| 0]: Train Loss:0.00092861, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:26:22,772 - wikidata12k_both - [INFO] - [E:297| 100]: Train Loss:0.00093024, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:27:27,016 - wikidata12k_both - [INFO] - [E:297| 200]: Train Loss:0.00093007, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:28:31,252 - wikidata12k_both - [INFO] - [E:297| 300]: Train Loss:0.00093065, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:29:35,470 - wikidata12k_both - [INFO] - [E:297| 400]: Train Loss:0.00092955, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:30:39,744 - wikidata12k_both - [INFO] - [E:297| 500]: Train Loss:0.00092879, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:31:43,927 - wikidata12k_both - [INFO] - [E:297| 600]: Train Loss:0.00092875, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:32:48,189 - wikidata12k_both - [INFO] - [E:297| 700]: Train Loss:0.0009288, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:33:52,360 - wikidata12k_both - [INFO] - [E:297| 800]: Train Loss:0.00092872, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:34:56,591 - wikidata12k_both - [INFO] - [E:297| 900]: Train Loss:0.00092871, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:36:00,749 - wikidata12k_both - [INFO] - [E:297| 1000]: Train Loss:0.00092877, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:37:05,008 - wikidata12k_both - [INFO] - [E:297| 1100]: Train Loss:0.00092893, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:38:09,183 - wikidata12k_both - [INFO] - [E:297| 1200]: Train Loss:0.00092906, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:39:13,344 - wikidata12k_both - [INFO] - [E:297| 1300]: Train Loss:0.00092912, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:40:17,617 - wikidata12k_both - [INFO] - [E:297| 1400]: Train Loss:0.00092921, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:41:21,740 - wikidata12k_both - [INFO] - [E:297| 1500]: Train Loss:0.00092945, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:42:25,978 - wikidata12k_both - [INFO] - [E:297| 1600]: Train Loss:0.00092957, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:43:07,912 - wikidata12k_both - [INFO] - [Epoch:297]: Training Loss:0.0009297
2023-06-10 11:43:08,132 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 11:43:29,845 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 11:43:36,488 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 11:43:58,392 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 11:44:04,861 - wikidata12k_both - [INFO] - [Evaluating Epoch 297 valid]:
MRR: Tail : 0.52565, Head : 0.37445, Avg : 0.45005
2023-06-10 11:44:04,861 - wikidata12k_both - [INFO] - [Epoch 297]: Training Loss: 0.00092975, Valid MRR: 0.45704,
2023-06-10 11:44:05,519 - wikidata12k_both - [INFO] - [E:298| 0]: Train Loss:0.00091853, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:45:09,757 - wikidata12k_both - [INFO] - [E:298| 100]: Train Loss:0.00092889, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:46:13,967 - wikidata12k_both - [INFO] - [E:298| 200]: Train Loss:0.00092989, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:47:18,120 - wikidata12k_both - [INFO] - [E:298| 300]: Train Loss:0.00092954, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:48:22,347 - wikidata12k_both - [INFO] - [E:298| 400]: Train Loss:0.00092978, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:49:26,511 - wikidata12k_both - [INFO] - [E:298| 500]: Train Loss:0.00092979, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:50:30,785 - wikidata12k_both - [INFO] - [E:298| 600]: Train Loss:0.00092924, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:51:34,992 - wikidata12k_both - [INFO] - [E:298| 700]: Train Loss:0.00092926, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:52:39,187 - wikidata12k_both - [INFO] - [E:298| 800]: Train Loss:0.00092922, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:53:43,361 - wikidata12k_both - [INFO] - [E:298| 900]: Train Loss:0.00092942, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:54:47,567 - wikidata12k_both - [INFO] - [E:298| 1000]: Train Loss:0.00092961, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:55:51,718 - wikidata12k_both - [INFO] - [E:298| 1100]: Train Loss:0.00092947, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:56:55,847 - wikidata12k_both - [INFO] - [E:298| 1200]: Train Loss:0.00092947, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:57:59,975 - wikidata12k_both - [INFO] - [E:298| 1300]: Train Loss:0.00092938, Val MRR:0.45704, wikidata12k_both
2023-06-10 11:59:04,156 - wikidata12k_both - [INFO] - [E:298| 1400]: Train Loss:0.00092938, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:00:08,379 - wikidata12k_both - [INFO] - [E:298| 1500]: Train Loss:0.00092951, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:01:12,580 - wikidata12k_both - [INFO] - [E:298| 1600]: Train Loss:0.00092942, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:01:54,469 - wikidata12k_both - [INFO] - [Epoch:298]: Training Loss:0.0009294
2023-06-10 12:01:54,688 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 12:02:16,382 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 12:02:23,013 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 12:02:44,925 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 12:02:51,419 - wikidata12k_both - [INFO] - [Evaluating Epoch 298 valid]:
MRR: Tail : 0.52212, Head : 0.3651, Avg : 0.44361
2023-06-10 12:02:51,419 - wikidata12k_both - [INFO] - [Epoch 298]: Training Loss: 0.00092944, Valid MRR: 0.45704,
2023-06-10 12:02:52,098 - wikidata12k_both - [INFO] - [E:299| 0]: Train Loss:0.00091279, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:03:56,293 - wikidata12k_both - [INFO] - [E:299| 100]: Train Loss:0.00092625, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:05:00,544 - wikidata12k_both - [INFO] - [E:299| 200]: Train Loss:0.00092814, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:06:04,746 - wikidata12k_both - [INFO] - [E:299| 300]: Train Loss:0.00092885, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:07:08,930 - wikidata12k_both - [INFO] - [E:299| 400]: Train Loss:0.00092872, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:08:13,152 - wikidata12k_both - [INFO] - [E:299| 500]: Train Loss:0.0009291, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:09:17,349 - wikidata12k_both - [INFO] - [E:299| 600]: Train Loss:0.00092888, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:10:21,442 - wikidata12k_both - [INFO] - [E:299| 700]: Train Loss:0.00092894, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:11:25,635 - wikidata12k_both - [INFO] - [E:299| 800]: Train Loss:0.00092903, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:12:29,823 - wikidata12k_both - [INFO] - [E:299| 900]: Train Loss:0.00092934, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:13:33,895 - wikidata12k_both - [INFO] - [E:299| 1000]: Train Loss:0.00092928, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:14:37,995 - wikidata12k_both - [INFO] - [E:299| 1100]: Train Loss:0.00092921, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:15:42,212 - wikidata12k_both - [INFO] - [E:299| 1200]: Train Loss:0.00092917, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:16:46,314 - wikidata12k_both - [INFO] - [E:299| 1300]: Train Loss:0.00092913, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:17:50,485 - wikidata12k_both - [INFO] - [E:299| 1400]: Train Loss:0.00092922, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:18:54,607 - wikidata12k_both - [INFO] - [E:299| 1500]: Train Loss:0.00092933, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:19:58,740 - wikidata12k_both - [INFO] - [E:299| 1600]: Train Loss:0.00092942, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:20:40,726 - wikidata12k_both - [INFO] - [Epoch:299]: Training Loss:0.0009295
2023-06-10 12:20:40,946 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 12:21:02,665 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 12:21:09,289 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 12:21:31,183 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 12:21:37,663 - wikidata12k_both - [INFO] - [Evaluating Epoch 299 valid]:
MRR: Tail : 0.51982, Head : 0.38397, Avg : 0.45189
MR: Tail : 830.11, Head : 854.99, Avg : 842.55
Hit-1: Tail : 0.43868, Head : 0.28695, Avg : 0.36281
Hit-3: Tail : 0.56677, Head : 0.43539, Avg : 0.50108
Hit-10: Tail : 0.66559, Head : 0.58048, Avg : 0.62303
2023-06-10 12:21:37,663 - wikidata12k_both - [INFO] - [Epoch 299]: Training Loss: 0.00092947, Valid MRR: 0.45704,
2023-06-10 12:21:38,319 - wikidata12k_both - [INFO] - [E:300| 0]: Train Loss:0.00093828, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:22:42,484 - wikidata12k_both - [INFO] - [E:300| 100]: Train Loss:0.0009331, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:23:46,671 - wikidata12k_both - [INFO] - [E:300| 200]: Train Loss:0.00092988, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:24:50,801 - wikidata12k_both - [INFO] - [E:300| 300]: Train Loss:0.00092829, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:25:54,906 - wikidata12k_both - [INFO] - [E:300| 400]: Train Loss:0.00092875, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:26:59,081 - wikidata12k_both - [INFO] - [E:300| 500]: Train Loss:0.00092904, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:28:03,195 - wikidata12k_both - [INFO] - [E:300| 600]: Train Loss:0.00092879, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:29:07,393 - wikidata12k_both - [INFO] - [E:300| 700]: Train Loss:0.00092906, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:30:11,587 - wikidata12k_both - [INFO] - [E:300| 800]: Train Loss:0.00092878, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:31:15,740 - wikidata12k_both - [INFO] - [E:300| 900]: Train Loss:0.00092934, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:32:19,933 - wikidata12k_both - [INFO] - [E:300| 1000]: Train Loss:0.00092907, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:33:24,193 - wikidata12k_both - [INFO] - [E:300| 1100]: Train Loss:0.00092932, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:34:28,371 - wikidata12k_both - [INFO] - [E:300| 1200]: Train Loss:0.0009292, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:35:32,611 - wikidata12k_both - [INFO] - [E:300| 1300]: Train Loss:0.00092927, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:36:36,770 - wikidata12k_both - [INFO] - [E:300| 1400]: Train Loss:0.00092921, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:37:41,028 - wikidata12k_both - [INFO] - [E:300| 1500]: Train Loss:0.00092921, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:38:45,230 - wikidata12k_both - [INFO] - [E:300| 1600]: Train Loss:0.00092937, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:39:27,137 - wikidata12k_both - [INFO] - [Epoch:300]: Training Loss:0.0009293
2023-06-10 12:39:27,357 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 12:39:49,046 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 12:39:55,673 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 12:40:17,588 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 12:40:24,057 - wikidata12k_both - [INFO] - [Evaluating Epoch 300 valid]:
MRR: Tail : 0.52779, Head : 0.35772, Avg : 0.44276
2023-06-10 12:40:24,057 - wikidata12k_both - [INFO] - [Epoch 300]: Training Loss: 0.00092933, Valid MRR: 0.45704,
2023-06-10 12:40:24,714 - wikidata12k_both - [INFO] - [E:301| 0]: Train Loss:0.00096185, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:41:28,957 - wikidata12k_both - [INFO] - [E:301| 100]: Train Loss:0.00092474, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:42:33,071 - wikidata12k_both - [INFO] - [E:301| 200]: Train Loss:0.000927, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:43:37,303 - wikidata12k_both - [INFO] - [E:301| 300]: Train Loss:0.00092793, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:44:41,529 - wikidata12k_both - [INFO] - [E:301| 400]: Train Loss:0.0009283, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:45:45,660 - wikidata12k_both - [INFO] - [E:301| 500]: Train Loss:0.00092883, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:46:49,751 - wikidata12k_both - [INFO] - [E:301| 600]: Train Loss:0.00092853, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:47:53,915 - wikidata12k_both - [INFO] - [E:301| 700]: Train Loss:0.00092861, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:48:58,047 - wikidata12k_both - [INFO] - [E:301| 800]: Train Loss:0.00092918, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:50:02,211 - wikidata12k_both - [INFO] - [E:301| 900]: Train Loss:0.00092961, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:51:06,369 - wikidata12k_both - [INFO] - [E:301| 1000]: Train Loss:0.00092959, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:52:10,545 - wikidata12k_both - [INFO] - [E:301| 1100]: Train Loss:0.00092965, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:53:14,781 - wikidata12k_both - [INFO] - [E:301| 1200]: Train Loss:0.00092969, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:54:18,961 - wikidata12k_both - [INFO] - [E:301| 1300]: Train Loss:0.00092965, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:55:23,160 - wikidata12k_both - [INFO] - [E:301| 1400]: Train Loss:0.00092961, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:56:27,385 - wikidata12k_both - [INFO] - [E:301| 1500]: Train Loss:0.00092952, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:57:31,494 - wikidata12k_both - [INFO] - [E:301| 1600]: Train Loss:0.00092951, Val MRR:0.45704, wikidata12k_both
2023-06-10 12:58:13,393 - wikidata12k_both - [INFO] - [Epoch:301]: Training Loss:0.0009294
2023-06-10 12:58:13,613 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 12:58:35,335 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 12:58:41,960 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 12:59:03,854 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 12:59:10,349 - wikidata12k_both - [INFO] - [Evaluating Epoch 301 valid]:
MRR: Tail : 0.52545, Head : 0.35903, Avg : 0.44224
2023-06-10 12:59:10,350 - wikidata12k_both - [INFO] - [Epoch 301]: Training Loss: 0.00092943, Valid MRR: 0.45704,
2023-06-10 12:59:11,006 - wikidata12k_both - [INFO] - [E:302| 0]: Train Loss:0.00097273, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:00:15,254 - wikidata12k_both - [INFO] - [E:302| 100]: Train Loss:0.00093047, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:01:19,458 - wikidata12k_both - [INFO] - [E:302| 200]: Train Loss:0.00092946, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:02:23,727 - wikidata12k_both - [INFO] - [E:302| 300]: Train Loss:0.0009293, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:03:27,907 - wikidata12k_both - [INFO] - [E:302| 400]: Train Loss:0.00092937, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:04:32,065 - wikidata12k_both - [INFO] - [E:302| 500]: Train Loss:0.00092886, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:05:36,277 - wikidata12k_both - [INFO] - [E:302| 600]: Train Loss:0.00092892, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:06:40,400 - wikidata12k_both - [INFO] - [E:302| 700]: Train Loss:0.00092898, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:07:44,644 - wikidata12k_both - [INFO] - [E:302| 800]: Train Loss:0.00092883, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:08:48,877 - wikidata12k_both - [INFO] - [E:302| 900]: Train Loss:0.000929, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:09:52,968 - wikidata12k_both - [INFO] - [E:302| 1000]: Train Loss:0.00092895, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:10:57,090 - wikidata12k_both - [INFO] - [E:302| 1100]: Train Loss:0.00092882, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:12:01,291 - wikidata12k_both - [INFO] - [E:302| 1200]: Train Loss:0.0009288, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:13:05,434 - wikidata12k_both - [INFO] - [E:302| 1300]: Train Loss:0.00092872, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:14:09,559 - wikidata12k_both - [INFO] - [E:302| 1400]: Train Loss:0.00092868, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:15:13,668 - wikidata12k_both - [INFO] - [E:302| 1500]: Train Loss:0.00092891, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:16:17,791 - wikidata12k_both - [INFO] - [E:302| 1600]: Train Loss:0.00092907, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:16:59,823 - wikidata12k_both - [INFO] - [Epoch:302]: Training Loss:0.0009291
2023-06-10 13:17:00,043 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 13:17:21,747 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 13:17:28,388 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 13:17:50,300 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 13:17:56,771 - wikidata12k_both - [INFO] - [Evaluating Epoch 302 valid]:
MRR: Tail : 0.5261, Head : 0.3705, Avg : 0.4483
2023-06-10 13:17:56,772 - wikidata12k_both - [INFO] - [Epoch 302]: Training Loss: 0.0009291, Valid MRR: 0.45704,
2023-06-10 13:17:57,426 - wikidata12k_both - [INFO] - [E:303| 0]: Train Loss:0.00091642, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:19:01,580 - wikidata12k_both - [INFO] - [E:303| 100]: Train Loss:0.00092423, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:20:05,833 - wikidata12k_both - [INFO] - [E:303| 200]: Train Loss:0.00092674, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:21:09,945 - wikidata12k_both - [INFO] - [E:303| 300]: Train Loss:0.00092664, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:22:14,076 - wikidata12k_both - [INFO] - [E:303| 400]: Train Loss:0.00092711, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:23:18,208 - wikidata12k_both - [INFO] - [E:303| 500]: Train Loss:0.00092736, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:24:22,359 - wikidata12k_both - [INFO] - [E:303| 600]: Train Loss:0.00092762, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:25:26,622 - wikidata12k_both - [INFO] - [E:303| 700]: Train Loss:0.00092809, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:26:30,896 - wikidata12k_both - [INFO] - [E:303| 800]: Train Loss:0.00092839, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:27:35,035 - wikidata12k_both - [INFO] - [E:303| 900]: Train Loss:0.00092867, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:28:39,317 - wikidata12k_both - [INFO] - [E:303| 1000]: Train Loss:0.00092861, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:29:43,497 - wikidata12k_both - [INFO] - [E:303| 1100]: Train Loss:0.00092874, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:30:47,669 - wikidata12k_both - [INFO] - [E:303| 1200]: Train Loss:0.00092893, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:31:51,924 - wikidata12k_both - [INFO] - [E:303| 1300]: Train Loss:0.000929, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:32:56,031 - wikidata12k_both - [INFO] - [E:303| 1400]: Train Loss:0.00092915, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:34:00,137 - wikidata12k_both - [INFO] - [E:303| 1500]: Train Loss:0.0009291, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:35:04,320 - wikidata12k_both - [INFO] - [E:303| 1600]: Train Loss:0.00092899, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:35:46,201 - wikidata12k_both - [INFO] - [Epoch:303]: Training Loss:0.000929
2023-06-10 13:35:46,420 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 13:36:08,119 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 13:36:14,745 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 13:36:36,672 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 13:36:43,161 - wikidata12k_both - [INFO] - [Evaluating Epoch 303 valid]:
MRR: Tail : 0.52814, Head : 0.32468, Avg : 0.42641
2023-06-10 13:36:43,161 - wikidata12k_both - [INFO] - [Epoch 303]: Training Loss: 0.00092896, Valid MRR: 0.45704,
2023-06-10 13:36:43,819 - wikidata12k_both - [INFO] - [E:304| 0]: Train Loss:0.00089915, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:37:48,078 - wikidata12k_both - [INFO] - [E:304| 100]: Train Loss:0.00092762, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:38:52,203 - wikidata12k_both - [INFO] - [E:304| 200]: Train Loss:0.00092848, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:39:56,349 - wikidata12k_both - [INFO] - [E:304| 300]: Train Loss:0.00092877, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:41:00,638 - wikidata12k_both - [INFO] - [E:304| 400]: Train Loss:0.00092844, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:42:04,766 - wikidata12k_both - [INFO] - [E:304| 500]: Train Loss:0.0009295, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:43:08,840 - wikidata12k_both - [INFO] - [E:304| 600]: Train Loss:0.00092866, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:44:13,025 - wikidata12k_both - [INFO] - [E:304| 700]: Train Loss:0.00092883, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:45:17,176 - wikidata12k_both - [INFO] - [E:304| 800]: Train Loss:0.00092835, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:46:21,358 - wikidata12k_both - [INFO] - [E:304| 900]: Train Loss:0.00092813, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:47:25,608 - wikidata12k_both - [INFO] - [E:304| 1000]: Train Loss:0.00092854, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:48:29,799 - wikidata12k_both - [INFO] - [E:304| 1100]: Train Loss:0.00092891, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:49:34,075 - wikidata12k_both - [INFO] - [E:304| 1200]: Train Loss:0.00092889, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:50:38,345 - wikidata12k_both - [INFO] - [E:304| 1300]: Train Loss:0.00092931, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:51:42,573 - wikidata12k_both - [INFO] - [E:304| 1400]: Train Loss:0.00092917, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:52:46,778 - wikidata12k_both - [INFO] - [E:304| 1500]: Train Loss:0.00092903, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:53:51,022 - wikidata12k_both - [INFO] - [E:304| 1600]: Train Loss:0.00092904, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:54:33,031 - wikidata12k_both - [INFO] - [Epoch:304]: Training Loss:0.000929
2023-06-10 13:54:33,252 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 13:54:54,977 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 13:55:01,616 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 13:55:23,574 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 13:55:30,069 - wikidata12k_both - [INFO] - [Evaluating Epoch 304 valid]:
MRR: Tail : 0.52292, Head : 0.36899, Avg : 0.44595
2023-06-10 13:55:30,069 - wikidata12k_both - [INFO] - [Epoch 304]: Training Loss: 0.00092895, Valid MRR: 0.45704,
2023-06-10 13:55:30,725 - wikidata12k_both - [INFO] - [E:305| 0]: Train Loss:0.00095857, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:56:35,107 - wikidata12k_both - [INFO] - [E:305| 100]: Train Loss:0.00092728, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:57:39,468 - wikidata12k_both - [INFO] - [E:305| 200]: Train Loss:0.00092867, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:58:43,779 - wikidata12k_both - [INFO] - [E:305| 300]: Train Loss:0.00092987, Val MRR:0.45704, wikidata12k_both
2023-06-10 13:59:48,115 - wikidata12k_both - [INFO] - [E:305| 400]: Train Loss:0.0009297, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:00:52,457 - wikidata12k_both - [INFO] - [E:305| 500]: Train Loss:0.00092906, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:01:56,815 - wikidata12k_both - [INFO] - [E:305| 600]: Train Loss:0.00092899, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:03:01,148 - wikidata12k_both - [INFO] - [E:305| 700]: Train Loss:0.00092859, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:04:05,388 - wikidata12k_both - [INFO] - [E:305| 800]: Train Loss:0.0009288, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:05:09,579 - wikidata12k_both - [INFO] - [E:305| 900]: Train Loss:0.00092866, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:06:13,858 - wikidata12k_both - [INFO] - [E:305| 1000]: Train Loss:0.00092899, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:07:18,040 - wikidata12k_both - [INFO] - [E:305| 1100]: Train Loss:0.00092899, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:08:22,296 - wikidata12k_both - [INFO] - [E:305| 1200]: Train Loss:0.00092912, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:09:26,458 - wikidata12k_both - [INFO] - [E:305| 1300]: Train Loss:0.00092959, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:10:30,548 - wikidata12k_both - [INFO] - [E:305| 1400]: Train Loss:0.00092932, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:11:34,723 - wikidata12k_both - [INFO] - [E:305| 1500]: Train Loss:0.00092939, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:12:38,913 - wikidata12k_both - [INFO] - [E:305| 1600]: Train Loss:0.00092929, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:13:20,848 - wikidata12k_both - [INFO] - [Epoch:305]: Training Loss:0.0009292
2023-06-10 14:13:21,067 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 14:13:42,795 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 14:13:49,426 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 14:14:11,351 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 14:14:17,845 - wikidata12k_both - [INFO] - [Evaluating Epoch 305 valid]:
MRR: Tail : 0.52632, Head : 0.36427, Avg : 0.4453
2023-06-10 14:14:17,845 - wikidata12k_both - [INFO] - [Epoch 305]: Training Loss: 0.00092918, Valid MRR: 0.45704,
2023-06-10 14:14:18,516 - wikidata12k_both - [INFO] - [E:306| 0]: Train Loss:0.00091681, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:15:22,728 - wikidata12k_both - [INFO] - [E:306| 100]: Train Loss:0.0009271, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:16:26,964 - wikidata12k_both - [INFO] - [E:306| 200]: Train Loss:0.00092722, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:17:31,203 - wikidata12k_both - [INFO] - [E:306| 300]: Train Loss:0.00092897, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:18:35,353 - wikidata12k_both - [INFO] - [E:306| 400]: Train Loss:0.00092901, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:19:39,582 - wikidata12k_both - [INFO] - [E:306| 500]: Train Loss:0.00092826, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:20:43,817 - wikidata12k_both - [INFO] - [E:306| 600]: Train Loss:0.00092859, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:21:47,918 - wikidata12k_both - [INFO] - [E:306| 700]: Train Loss:0.00092872, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:22:52,105 - wikidata12k_both - [INFO] - [E:306| 800]: Train Loss:0.00092906, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:23:56,283 - wikidata12k_both - [INFO] - [E:306| 900]: Train Loss:0.00092867, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:25:00,428 - wikidata12k_both - [INFO] - [E:306| 1000]: Train Loss:0.00092877, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:26:04,619 - wikidata12k_both - [INFO] - [E:306| 1100]: Train Loss:0.00092871, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:27:08,794 - wikidata12k_both - [INFO] - [E:306| 1200]: Train Loss:0.00092864, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:28:12,914 - wikidata12k_both - [INFO] - [E:306| 1300]: Train Loss:0.00092908, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:29:17,128 - wikidata12k_both - [INFO] - [E:306| 1400]: Train Loss:0.00092912, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:30:21,352 - wikidata12k_both - [INFO] - [E:306| 1500]: Train Loss:0.00092916, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:31:25,479 - wikidata12k_both - [INFO] - [E:306| 1600]: Train Loss:0.0009291, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:32:07,368 - wikidata12k_both - [INFO] - [Epoch:306]: Training Loss:0.0009291
2023-06-10 14:32:07,589 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 14:32:29,322 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 14:32:35,955 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 14:32:57,874 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 14:33:04,342 - wikidata12k_both - [INFO] - [Evaluating Epoch 306 valid]:
MRR: Tail : 0.52812, Head : 0.36099, Avg : 0.44455
2023-06-10 14:33:04,342 - wikidata12k_both - [INFO] - [Epoch 306]: Training Loss: 0.00092906, Valid MRR: 0.45704,
2023-06-10 14:33:04,998 - wikidata12k_both - [INFO] - [E:307| 0]: Train Loss:0.00091777, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:34:09,206 - wikidata12k_both - [INFO] - [E:307| 100]: Train Loss:0.0009301, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:35:13,323 - wikidata12k_both - [INFO] - [E:307| 200]: Train Loss:0.00092892, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:36:17,475 - wikidata12k_both - [INFO] - [E:307| 300]: Train Loss:0.00092915, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:37:21,600 - wikidata12k_both - [INFO] - [E:307| 400]: Train Loss:0.00092946, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:38:25,782 - wikidata12k_both - [INFO] - [E:307| 500]: Train Loss:0.00092908, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:39:29,885 - wikidata12k_both - [INFO] - [E:307| 600]: Train Loss:0.0009289, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:40:34,005 - wikidata12k_both - [INFO] - [E:307| 700]: Train Loss:0.00092857, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:41:38,173 - wikidata12k_both - [INFO] - [E:307| 800]: Train Loss:0.00092853, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:42:42,334 - wikidata12k_both - [INFO] - [E:307| 900]: Train Loss:0.00092903, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:43:46,483 - wikidata12k_both - [INFO] - [E:307| 1000]: Train Loss:0.00092909, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:44:50,671 - wikidata12k_both - [INFO] - [E:307| 1100]: Train Loss:0.00092887, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:45:54,792 - wikidata12k_both - [INFO] - [E:307| 1200]: Train Loss:0.00092892, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:46:59,026 - wikidata12k_both - [INFO] - [E:307| 1300]: Train Loss:0.00092883, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:48:03,141 - wikidata12k_both - [INFO] - [E:307| 1400]: Train Loss:0.00092874, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:49:07,317 - wikidata12k_both - [INFO] - [E:307| 1500]: Train Loss:0.0009289, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:50:11,702 - wikidata12k_both - [INFO] - [E:307| 1600]: Train Loss:0.00092892, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:50:53,752 - wikidata12k_both - [INFO] - [Epoch:307]: Training Loss:0.0009288
2023-06-10 14:50:53,972 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 14:51:15,710 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 14:51:22,362 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 14:51:44,345 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 14:51:50,820 - wikidata12k_both - [INFO] - [Evaluating Epoch 307 valid]:
MRR: Tail : 0.52535, Head : 0.37224, Avg : 0.44879
2023-06-10 14:51:50,821 - wikidata12k_both - [INFO] - [Epoch 307]: Training Loss: 0.00092881, Valid MRR: 0.45704,
2023-06-10 14:51:51,477 - wikidata12k_both - [INFO] - [E:308| 0]: Train Loss:0.00093301, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:52:55,870 - wikidata12k_both - [INFO] - [E:308| 100]: Train Loss:0.00093059, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:54:00,315 - wikidata12k_both - [INFO] - [E:308| 200]: Train Loss:0.00093168, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:55:04,667 - wikidata12k_both - [INFO] - [E:308| 300]: Train Loss:0.00093052, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:56:09,005 - wikidata12k_both - [INFO] - [E:308| 400]: Train Loss:0.00093017, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:57:13,339 - wikidata12k_both - [INFO] - [E:308| 500]: Train Loss:0.00092976, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:58:17,635 - wikidata12k_both - [INFO] - [E:308| 600]: Train Loss:0.00092939, Val MRR:0.45704, wikidata12k_both
2023-06-10 14:59:21,936 - wikidata12k_both - [INFO] - [E:308| 700]: Train Loss:0.00092932, Val MRR:0.45704, wikidata12k_both
2023-06-10 15:00:26,316 - wikidata12k_both - [INFO] - [E:308| 800]: Train Loss:0.00092903, Val MRR:0.45704, wikidata12k_both
2023-06-10 15:01:30,672 - wikidata12k_both - [INFO] - [E:308| 900]: Train Loss:0.00092885, Val MRR:0.45704, wikidata12k_both
2023-06-10 15:02:34,885 - wikidata12k_both - [INFO] - [E:308| 1000]: Train Loss:0.00092876, Val MRR:0.45704, wikidata12k_both
2023-06-10 15:03:39,082 - wikidata12k_both - [INFO] - [E:308| 1100]: Train Loss:0.00092894, Val MRR:0.45704, wikidata12k_both
2023-06-10 15:04:43,356 - wikidata12k_both - [INFO] - [E:308| 1200]: Train Loss:0.00092874, Val MRR:0.45704, wikidata12k_both
2023-06-10 15:05:47,865 - wikidata12k_both - [INFO] - [E:308| 1300]: Train Loss:0.00092888, Val MRR:0.45704, wikidata12k_both
2023-06-10 15:06:52,304 - wikidata12k_both - [INFO] - [E:308| 1400]: Train Loss:0.00092897, Val MRR:0.45704, wikidata12k_both
2023-06-10 15:07:56,669 - wikidata12k_both - [INFO] - [E:308| 1500]: Train Loss:0.00092885, Val MRR:0.45704, wikidata12k_both
2023-06-10 15:09:01,136 - wikidata12k_both - [INFO] - [E:308| 1600]: Train Loss:0.0009289, Val MRR:0.45704, wikidata12k_both
2023-06-10 15:09:43,179 - wikidata12k_both - [INFO] - [Epoch:308]: Training Loss:0.0009288
2023-06-10 15:09:43,403 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 15:10:05,191 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 15:10:11,868 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 15:10:33,882 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 15:10:40,383 - wikidata12k_both - [INFO] - [Evaluating Epoch 308 valid]:
MRR: Tail : 0.52604, Head : 0.38869, Avg : 0.45737
2023-06-10 15:10:41,759 - wikidata12k_both - [INFO] - [Epoch 308]: Training Loss: 0.00092885, Valid MRR: 0.45737,
2023-06-10 15:10:42,418 - wikidata12k_both - [INFO] - [E:309| 0]: Train Loss:0.00092458, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:11:46,766 - wikidata12k_both - [INFO] - [E:309| 100]: Train Loss:0.00092756, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:12:51,280 - wikidata12k_both - [INFO] - [E:309| 200]: Train Loss:0.00092773, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:13:55,686 - wikidata12k_both - [INFO] - [E:309| 300]: Train Loss:0.00092833, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:15:00,064 - wikidata12k_both - [INFO] - [E:309| 400]: Train Loss:0.00092822, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:16:04,412 - wikidata12k_both - [INFO] - [E:309| 500]: Train Loss:0.00092854, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:17:08,583 - wikidata12k_both - [INFO] - [E:309| 600]: Train Loss:0.00092901, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:18:12,851 - wikidata12k_both - [INFO] - [E:309| 700]: Train Loss:0.00092844, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:19:17,317 - wikidata12k_both - [INFO] - [E:309| 800]: Train Loss:0.0009284, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:20:21,799 - wikidata12k_both - [INFO] - [E:309| 900]: Train Loss:0.00092841, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:21:26,215 - wikidata12k_both - [INFO] - [E:309| 1000]: Train Loss:0.00092837, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:22:30,694 - wikidata12k_both - [INFO] - [E:309| 1100]: Train Loss:0.00092841, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:23:35,091 - wikidata12k_both - [INFO] - [E:309| 1200]: Train Loss:0.00092829, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:24:39,508 - wikidata12k_both - [INFO] - [E:309| 1300]: Train Loss:0.00092849, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:25:43,991 - wikidata12k_both - [INFO] - [E:309| 1400]: Train Loss:0.00092829, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:26:48,456 - wikidata12k_both - [INFO] - [E:309| 1500]: Train Loss:0.00092861, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:27:52,960 - wikidata12k_both - [INFO] - [E:309| 1600]: Train Loss:0.00092892, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:28:35,082 - wikidata12k_both - [INFO] - [Epoch:309]: Training Loss:0.000929
2023-06-10 15:28:35,301 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 15:28:57,047 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 15:29:03,680 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 15:29:25,591 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 15:29:32,074 - wikidata12k_both - [INFO] - [Evaluating Epoch 309 valid]:
MRR: Tail : 0.52333, Head : 0.33942, Avg : 0.43138
MR: Tail : 836.56, Head : 867.99, Avg : 852.27
Hit-1: Tail : 0.4443, Head : 0.2308, Avg : 0.33755
Hit-3: Tail : 0.56545, Head : 0.39163, Avg : 0.47854
Hit-10: Tail : 0.66786, Head : 0.5521, Avg : 0.60998
2023-06-10 15:29:32,074 - wikidata12k_both - [INFO] - [Epoch 309]: Training Loss: 0.00092898, Valid MRR: 0.45737,
2023-06-10 15:29:32,730 - wikidata12k_both - [INFO] - [E:310| 0]: Train Loss:0.00095717, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:30:36,854 - wikidata12k_both - [INFO] - [E:310| 100]: Train Loss:0.00092932, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:31:40,997 - wikidata12k_both - [INFO] - [E:310| 200]: Train Loss:0.00092937, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:32:45,126 - wikidata12k_both - [INFO] - [E:310| 300]: Train Loss:0.00093017, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:33:49,369 - wikidata12k_both - [INFO] - [E:310| 400]: Train Loss:0.00092955, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:34:53,567 - wikidata12k_both - [INFO] - [E:310| 500]: Train Loss:0.00093008, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:35:57,766 - wikidata12k_both - [INFO] - [E:310| 600]: Train Loss:0.00093012, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:37:02,005 - wikidata12k_both - [INFO] - [E:310| 700]: Train Loss:0.00093056, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:38:06,231 - wikidata12k_both - [INFO] - [E:310| 800]: Train Loss:0.00093029, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:39:10,350 - wikidata12k_both - [INFO] - [E:310| 900]: Train Loss:0.00092982, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:40:14,500 - wikidata12k_both - [INFO] - [E:310| 1000]: Train Loss:0.00092968, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:41:18,702 - wikidata12k_both - [INFO] - [E:310| 1100]: Train Loss:0.00092959, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:42:22,839 - wikidata12k_both - [INFO] - [E:310| 1200]: Train Loss:0.00092934, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:43:27,092 - wikidata12k_both - [INFO] - [E:310| 1300]: Train Loss:0.00092926, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:44:31,348 - wikidata12k_both - [INFO] - [E:310| 1400]: Train Loss:0.00092928, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:45:35,564 - wikidata12k_both - [INFO] - [E:310| 1500]: Train Loss:0.00092911, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:46:39,837 - wikidata12k_both - [INFO] - [E:310| 1600]: Train Loss:0.00092903, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:47:21,742 - wikidata12k_both - [INFO] - [Epoch:310]: Training Loss:0.0009289
2023-06-10 15:47:21,962 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 15:47:43,672 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 15:47:50,312 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 15:48:12,211 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 15:48:18,686 - wikidata12k_both - [INFO] - [Evaluating Epoch 310 valid]:
MRR: Tail : 0.52509, Head : 0.3446, Avg : 0.43484
2023-06-10 15:48:18,686 - wikidata12k_both - [INFO] - [Epoch 310]: Training Loss: 0.00092885, Valid MRR: 0.45737,
2023-06-10 15:48:19,343 - wikidata12k_both - [INFO] - [E:311| 0]: Train Loss:0.00091332, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:49:23,565 - wikidata12k_both - [INFO] - [E:311| 100]: Train Loss:0.00093224, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:50:27,824 - wikidata12k_both - [INFO] - [E:311| 200]: Train Loss:0.00093057, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:51:31,940 - wikidata12k_both - [INFO] - [E:311| 300]: Train Loss:0.00092933, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:52:36,121 - wikidata12k_both - [INFO] - [E:311| 400]: Train Loss:0.00092924, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:53:40,222 - wikidata12k_both - [INFO] - [E:311| 500]: Train Loss:0.000929, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:54:44,341 - wikidata12k_both - [INFO] - [E:311| 600]: Train Loss:0.00092946, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:55:48,521 - wikidata12k_both - [INFO] - [E:311| 700]: Train Loss:0.00092956, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:56:52,677 - wikidata12k_both - [INFO] - [E:311| 800]: Train Loss:0.0009293, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:57:56,814 - wikidata12k_both - [INFO] - [E:311| 900]: Train Loss:0.00092945, Val MRR:0.45737, wikidata12k_both
2023-06-10 15:59:01,015 - wikidata12k_both - [INFO] - [E:311| 1000]: Train Loss:0.00092928, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:00:05,184 - wikidata12k_both - [INFO] - [E:311| 1100]: Train Loss:0.00092919, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:01:09,341 - wikidata12k_both - [INFO] - [E:311| 1200]: Train Loss:0.00092925, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:02:13,594 - wikidata12k_both - [INFO] - [E:311| 1300]: Train Loss:0.00092936, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:03:17,671 - wikidata12k_both - [INFO] - [E:311| 1400]: Train Loss:0.00092919, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:04:21,943 - wikidata12k_both - [INFO] - [E:311| 1500]: Train Loss:0.00092899, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:05:26,100 - wikidata12k_both - [INFO] - [E:311| 1600]: Train Loss:0.00092892, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:06:08,043 - wikidata12k_both - [INFO] - [Epoch:311]: Training Loss:0.0009287
2023-06-10 16:06:08,262 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 16:06:29,976 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 16:06:36,605 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 16:06:58,467 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 16:07:04,951 - wikidata12k_both - [INFO] - [Evaluating Epoch 311 valid]:
MRR: Tail : 0.5228, Head : 0.38278, Avg : 0.45279
2023-06-10 16:07:04,951 - wikidata12k_both - [INFO] - [Epoch 311]: Training Loss: 0.00092871, Valid MRR: 0.45737,
2023-06-10 16:07:05,617 - wikidata12k_both - [INFO] - [E:312| 0]: Train Loss:0.00090655, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:08:09,888 - wikidata12k_both - [INFO] - [E:312| 100]: Train Loss:0.00093315, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:09:14,115 - wikidata12k_both - [INFO] - [E:312| 200]: Train Loss:0.00093069, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:10:18,220 - wikidata12k_both - [INFO] - [E:312| 300]: Train Loss:0.00093031, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:11:22,315 - wikidata12k_both - [INFO] - [E:312| 400]: Train Loss:0.00092929, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:12:26,465 - wikidata12k_both - [INFO] - [E:312| 500]: Train Loss:0.00092931, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:13:30,765 - wikidata12k_both - [INFO] - [E:312| 600]: Train Loss:0.00092942, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:14:34,841 - wikidata12k_both - [INFO] - [E:312| 700]: Train Loss:0.00092934, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:15:38,937 - wikidata12k_both - [INFO] - [E:312| 800]: Train Loss:0.00092908, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:16:43,095 - wikidata12k_both - [INFO] - [E:312| 900]: Train Loss:0.0009289, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:17:47,226 - wikidata12k_both - [INFO] - [E:312| 1000]: Train Loss:0.00092886, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:18:51,374 - wikidata12k_both - [INFO] - [E:312| 1100]: Train Loss:0.00092909, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:19:55,486 - wikidata12k_both - [INFO] - [E:312| 1200]: Train Loss:0.00092942, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:20:59,658 - wikidata12k_both - [INFO] - [E:312| 1300]: Train Loss:0.00092906, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:22:03,866 - wikidata12k_both - [INFO] - [E:312| 1400]: Train Loss:0.00092908, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:23:08,052 - wikidata12k_both - [INFO] - [E:312| 1500]: Train Loss:0.00092891, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:24:12,293 - wikidata12k_both - [INFO] - [E:312| 1600]: Train Loss:0.00092871, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:24:54,259 - wikidata12k_both - [INFO] - [Epoch:312]: Training Loss:0.0009287
2023-06-10 16:24:54,479 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 16:25:16,267 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 16:25:22,916 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 16:25:44,820 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 16:25:51,289 - wikidata12k_both - [INFO] - [Evaluating Epoch 312 valid]:
MRR: Tail : 0.52502, Head : 0.36813, Avg : 0.44658
2023-06-10 16:25:51,289 - wikidata12k_both - [INFO] - [Epoch 312]: Training Loss: 0.00092868, Valid MRR: 0.45737,
2023-06-10 16:25:51,946 - wikidata12k_both - [INFO] - [E:313| 0]: Train Loss:0.00090513, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:26:56,154 - wikidata12k_both - [INFO] - [E:313| 100]: Train Loss:0.00092612, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:28:00,314 - wikidata12k_both - [INFO] - [E:313| 200]: Train Loss:0.0009284, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:29:04,447 - wikidata12k_both - [INFO] - [E:313| 300]: Train Loss:0.00092828, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:30:08,565 - wikidata12k_both - [INFO] - [E:313| 400]: Train Loss:0.00092798, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:31:12,743 - wikidata12k_both - [INFO] - [E:313| 500]: Train Loss:0.00092823, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:32:16,967 - wikidata12k_both - [INFO] - [E:313| 600]: Train Loss:0.00092843, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:33:21,092 - wikidata12k_both - [INFO] - [E:313| 700]: Train Loss:0.00092854, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:34:25,239 - wikidata12k_both - [INFO] - [E:313| 800]: Train Loss:0.00092857, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:35:29,330 - wikidata12k_both - [INFO] - [E:313| 900]: Train Loss:0.00092859, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:36:33,475 - wikidata12k_both - [INFO] - [E:313| 1000]: Train Loss:0.00092854, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:37:37,679 - wikidata12k_both - [INFO] - [E:313| 1100]: Train Loss:0.00092834, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:38:41,829 - wikidata12k_both - [INFO] - [E:313| 1200]: Train Loss:0.00092865, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:39:45,962 - wikidata12k_both - [INFO] - [E:313| 1300]: Train Loss:0.00092844, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:40:50,123 - wikidata12k_both - [INFO] - [E:313| 1400]: Train Loss:0.00092872, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:41:54,344 - wikidata12k_both - [INFO] - [E:313| 1500]: Train Loss:0.00092866, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:42:58,534 - wikidata12k_both - [INFO] - [E:313| 1600]: Train Loss:0.00092861, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:43:40,536 - wikidata12k_both - [INFO] - [Epoch:313]: Training Loss:0.0009286
2023-06-10 16:43:40,756 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 16:44:02,479 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 16:44:09,123 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 16:44:31,093 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 16:44:37,569 - wikidata12k_both - [INFO] - [Evaluating Epoch 313 valid]:
MRR: Tail : 0.52499, Head : 0.38553, Avg : 0.45526
2023-06-10 16:44:37,569 - wikidata12k_both - [INFO] - [Epoch 313]: Training Loss: 0.00092864, Valid MRR: 0.45737,
2023-06-10 16:44:38,224 - wikidata12k_both - [INFO] - [E:314| 0]: Train Loss:0.00090334, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:45:42,449 - wikidata12k_both - [INFO] - [E:314| 100]: Train Loss:0.00093319, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:46:46,698 - wikidata12k_both - [INFO] - [E:314| 200]: Train Loss:0.00093044, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:47:50,834 - wikidata12k_both - [INFO] - [E:314| 300]: Train Loss:0.00093001, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:48:55,104 - wikidata12k_both - [INFO] - [E:314| 400]: Train Loss:0.00092904, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:49:59,319 - wikidata12k_both - [INFO] - [E:314| 500]: Train Loss:0.00092876, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:51:03,461 - wikidata12k_both - [INFO] - [E:314| 600]: Train Loss:0.00092875, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:52:07,694 - wikidata12k_both - [INFO] - [E:314| 700]: Train Loss:0.00092848, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:53:11,901 - wikidata12k_both - [INFO] - [E:314| 800]: Train Loss:0.00092874, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:54:16,042 - wikidata12k_both - [INFO] - [E:314| 900]: Train Loss:0.00092824, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:55:20,153 - wikidata12k_both - [INFO] - [E:314| 1000]: Train Loss:0.00092838, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:56:24,261 - wikidata12k_both - [INFO] - [E:314| 1100]: Train Loss:0.00092819, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:57:28,459 - wikidata12k_both - [INFO] - [E:314| 1200]: Train Loss:0.0009283, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:58:32,615 - wikidata12k_both - [INFO] - [E:314| 1300]: Train Loss:0.00092837, Val MRR:0.45737, wikidata12k_both
2023-06-10 16:59:36,798 - wikidata12k_both - [INFO] - [E:314| 1400]: Train Loss:0.00092847, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:00:40,878 - wikidata12k_both - [INFO] - [E:314| 1500]: Train Loss:0.00092866, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:01:45,059 - wikidata12k_both - [INFO] - [E:314| 1600]: Train Loss:0.00092868, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:02:27,007 - wikidata12k_both - [INFO] - [Epoch:314]: Training Loss:0.0009287
2023-06-10 17:02:27,227 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 17:02:48,944 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 17:02:55,589 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 17:03:17,509 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 17:03:23,994 - wikidata12k_both - [INFO] - [Evaluating Epoch 314 valid]:
MRR: Tail : 0.52299, Head : 0.38861, Avg : 0.4558
2023-06-10 17:03:23,994 - wikidata12k_both - [INFO] - [Epoch 314]: Training Loss: 0.00092871, Valid MRR: 0.45737,
2023-06-10 17:03:24,658 - wikidata12k_both - [INFO] - [E:315| 0]: Train Loss:0.00093459, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:04:28,821 - wikidata12k_both - [INFO] - [E:315| 100]: Train Loss:0.00092715, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:05:32,968 - wikidata12k_both - [INFO] - [E:315| 200]: Train Loss:0.00092632, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:06:37,055 - wikidata12k_both - [INFO] - [E:315| 300]: Train Loss:0.00092694, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:07:41,154 - wikidata12k_both - [INFO] - [E:315| 400]: Train Loss:0.00092749, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:08:45,322 - wikidata12k_both - [INFO] - [E:315| 500]: Train Loss:0.00092746, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:09:49,431 - wikidata12k_both - [INFO] - [E:315| 600]: Train Loss:0.00092761, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:10:53,596 - wikidata12k_both - [INFO] - [E:315| 700]: Train Loss:0.00092739, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:11:57,774 - wikidata12k_both - [INFO] - [E:315| 800]: Train Loss:0.00092765, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:13:01,989 - wikidata12k_both - [INFO] - [E:315| 900]: Train Loss:0.00092757, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:14:06,152 - wikidata12k_both - [INFO] - [E:315| 1000]: Train Loss:0.00092768, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:15:10,452 - wikidata12k_both - [INFO] - [E:315| 1100]: Train Loss:0.00092782, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:16:14,670 - wikidata12k_both - [INFO] - [E:315| 1200]: Train Loss:0.0009279, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:17:18,740 - wikidata12k_both - [INFO] - [E:315| 1300]: Train Loss:0.00092785, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:18:22,843 - wikidata12k_both - [INFO] - [E:315| 1400]: Train Loss:0.00092802, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:19:26,935 - wikidata12k_both - [INFO] - [E:315| 1500]: Train Loss:0.00092811, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:20:31,072 - wikidata12k_both - [INFO] - [E:315| 1600]: Train Loss:0.00092818, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:21:12,978 - wikidata12k_both - [INFO] - [Epoch:315]: Training Loss:0.0009284
2023-06-10 17:21:13,197 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 17:21:34,925 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 17:21:41,561 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 17:22:03,461 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 17:22:09,930 - wikidata12k_both - [INFO] - [Evaluating Epoch 315 valid]:
MRR: Tail : 0.52487, Head : 0.34137, Avg : 0.43312
2023-06-10 17:22:09,930 - wikidata12k_both - [INFO] - [Epoch 315]: Training Loss: 0.00092839, Valid MRR: 0.45737,
2023-06-10 17:22:10,586 - wikidata12k_both - [INFO] - [E:316| 0]: Train Loss:0.00096293, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:23:14,762 - wikidata12k_both - [INFO] - [E:316| 100]: Train Loss:0.00092631, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:24:18,886 - wikidata12k_both - [INFO] - [E:316| 200]: Train Loss:0.00092686, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:25:22,980 - wikidata12k_both - [INFO] - [E:316| 300]: Train Loss:0.00092639, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:26:27,081 - wikidata12k_both - [INFO] - [E:316| 400]: Train Loss:0.00092707, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:27:31,204 - wikidata12k_both - [INFO] - [E:316| 500]: Train Loss:0.00092732, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:28:35,320 - wikidata12k_both - [INFO] - [E:316| 600]: Train Loss:0.00092752, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:29:39,456 - wikidata12k_both - [INFO] - [E:316| 700]: Train Loss:0.00092779, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:30:43,583 - wikidata12k_both - [INFO] - [E:316| 800]: Train Loss:0.0009279, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:31:47,726 - wikidata12k_both - [INFO] - [E:316| 900]: Train Loss:0.00092779, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:32:51,901 - wikidata12k_both - [INFO] - [E:316| 1000]: Train Loss:0.00092814, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:33:56,003 - wikidata12k_both - [INFO] - [E:316| 1100]: Train Loss:0.00092784, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:35:00,169 - wikidata12k_both - [INFO] - [E:316| 1200]: Train Loss:0.00092783, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:36:04,299 - wikidata12k_both - [INFO] - [E:316| 1300]: Train Loss:0.00092818, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:37:08,464 - wikidata12k_both - [INFO] - [E:316| 1400]: Train Loss:0.00092792, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:38:12,589 - wikidata12k_both - [INFO] - [E:316| 1500]: Train Loss:0.00092805, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:39:16,781 - wikidata12k_both - [INFO] - [E:316| 1600]: Train Loss:0.00092812, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:39:58,711 - wikidata12k_both - [INFO] - [Epoch:316]: Training Loss:0.0009283
2023-06-10 17:39:58,930 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 17:40:20,626 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 17:40:27,263 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 17:40:49,149 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 17:40:55,615 - wikidata12k_both - [INFO] - [Evaluating Epoch 316 valid]:
MRR: Tail : 0.52327, Head : 0.367, Avg : 0.44514
2023-06-10 17:40:55,615 - wikidata12k_both - [INFO] - [Epoch 316]: Training Loss: 0.00092834, Valid MRR: 0.45737,
2023-06-10 17:40:56,272 - wikidata12k_both - [INFO] - [E:317| 0]: Train Loss:0.00096602, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:42:00,383 - wikidata12k_both - [INFO] - [E:317| 100]: Train Loss:0.00092957, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:43:04,600 - wikidata12k_both - [INFO] - [E:317| 200]: Train Loss:0.00092831, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:44:08,831 - wikidata12k_both - [INFO] - [E:317| 300]: Train Loss:0.00092835, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:45:13,165 - wikidata12k_both - [INFO] - [E:317| 400]: Train Loss:0.00092863, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:46:17,327 - wikidata12k_both - [INFO] - [E:317| 500]: Train Loss:0.0009289, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:47:21,505 - wikidata12k_both - [INFO] - [E:317| 600]: Train Loss:0.0009291, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:48:25,855 - wikidata12k_both - [INFO] - [E:317| 700]: Train Loss:0.00092864, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:49:30,002 - wikidata12k_both - [INFO] - [E:317| 800]: Train Loss:0.00092935, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:50:34,229 - wikidata12k_both - [INFO] - [E:317| 900]: Train Loss:0.00092913, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:51:38,477 - wikidata12k_both - [INFO] - [E:317| 1000]: Train Loss:0.00092916, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:52:42,664 - wikidata12k_both - [INFO] - [E:317| 1100]: Train Loss:0.0009295, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:53:46,947 - wikidata12k_both - [INFO] - [E:317| 1200]: Train Loss:0.00092939, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:54:51,229 - wikidata12k_both - [INFO] - [E:317| 1300]: Train Loss:0.00092935, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:55:55,472 - wikidata12k_both - [INFO] - [E:317| 1400]: Train Loss:0.00092921, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:56:59,749 - wikidata12k_both - [INFO] - [E:317| 1500]: Train Loss:0.00092891, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:58:03,977 - wikidata12k_both - [INFO] - [E:317| 1600]: Train Loss:0.00092907, Val MRR:0.45737, wikidata12k_both
2023-06-10 17:58:45,973 - wikidata12k_both - [INFO] - [Epoch:317]: Training Loss:0.0009289
2023-06-10 17:58:46,194 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 17:59:07,937 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 17:59:14,586 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 17:59:36,562 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 17:59:43,046 - wikidata12k_both - [INFO] - [Evaluating Epoch 317 valid]:
MRR: Tail : 0.52695, Head : 0.373, Avg : 0.44997
2023-06-10 17:59:43,046 - wikidata12k_both - [INFO] - [Epoch 317]: Training Loss: 0.00092893, Valid MRR: 0.45737,
2023-06-10 17:59:43,703 - wikidata12k_both - [INFO] - [E:318| 0]: Train Loss:0.00091273, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:00:47,959 - wikidata12k_both - [INFO] - [E:318| 100]: Train Loss:0.00092808, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:01:52,192 - wikidata12k_both - [INFO] - [E:318| 200]: Train Loss:0.00092885, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:02:56,417 - wikidata12k_both - [INFO] - [E:318| 300]: Train Loss:0.00092808, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:04:00,621 - wikidata12k_both - [INFO] - [E:318| 400]: Train Loss:0.00092788, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:05:04,917 - wikidata12k_both - [INFO] - [E:318| 500]: Train Loss:0.00092761, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:06:09,237 - wikidata12k_both - [INFO] - [E:318| 600]: Train Loss:0.00092774, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:07:13,510 - wikidata12k_both - [INFO] - [E:318| 700]: Train Loss:0.0009274, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:08:17,702 - wikidata12k_both - [INFO] - [E:318| 800]: Train Loss:0.00092739, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:09:22,019 - wikidata12k_both - [INFO] - [E:318| 900]: Train Loss:0.00092755, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:10:26,353 - wikidata12k_both - [INFO] - [E:318| 1000]: Train Loss:0.00092781, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:11:30,684 - wikidata12k_both - [INFO] - [E:318| 1100]: Train Loss:0.00092802, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:12:35,078 - wikidata12k_both - [INFO] - [E:318| 1200]: Train Loss:0.00092818, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:13:39,401 - wikidata12k_both - [INFO] - [E:318| 1300]: Train Loss:0.00092811, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:14:43,716 - wikidata12k_both - [INFO] - [E:318| 1400]: Train Loss:0.00092817, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:15:47,961 - wikidata12k_both - [INFO] - [E:318| 1500]: Train Loss:0.00092801, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:16:52,216 - wikidata12k_both - [INFO] - [E:318| 1600]: Train Loss:0.0009282, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:17:34,250 - wikidata12k_both - [INFO] - [Epoch:318]: Training Loss:0.0009283
2023-06-10 18:17:34,469 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 18:17:56,230 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 18:18:02,891 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 18:18:24,920 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 18:18:31,406 - wikidata12k_both - [INFO] - [Evaluating Epoch 318 valid]:
MRR: Tail : 0.52883, Head : 0.38132, Avg : 0.45507
2023-06-10 18:18:31,406 - wikidata12k_both - [INFO] - [Epoch 318]: Training Loss: 0.00092833, Valid MRR: 0.45737,
2023-06-10 18:18:32,065 - wikidata12k_both - [INFO] - [E:319| 0]: Train Loss:0.00093381, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:19:36,410 - wikidata12k_both - [INFO] - [E:319| 100]: Train Loss:0.00092883, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:20:40,778 - wikidata12k_both - [INFO] - [E:319| 200]: Train Loss:0.00092975, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:21:45,126 - wikidata12k_both - [INFO] - [E:319| 300]: Train Loss:0.00093044, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:22:49,389 - wikidata12k_both - [INFO] - [E:319| 400]: Train Loss:0.00092994, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:23:53,741 - wikidata12k_both - [INFO] - [E:319| 500]: Train Loss:0.00092954, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:24:57,946 - wikidata12k_both - [INFO] - [E:319| 600]: Train Loss:0.00092902, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:26:02,203 - wikidata12k_both - [INFO] - [E:319| 700]: Train Loss:0.00092809, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:27:06,576 - wikidata12k_both - [INFO] - [E:319| 800]: Train Loss:0.0009284, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:28:10,829 - wikidata12k_both - [INFO] - [E:319| 900]: Train Loss:0.00092837, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:29:15,085 - wikidata12k_both - [INFO] - [E:319| 1000]: Train Loss:0.00092843, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:30:19,438 - wikidata12k_both - [INFO] - [E:319| 1100]: Train Loss:0.00092831, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:31:23,730 - wikidata12k_both - [INFO] - [E:319| 1200]: Train Loss:0.00092836, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:32:27,969 - wikidata12k_both - [INFO] - [E:319| 1300]: Train Loss:0.00092871, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:33:32,250 - wikidata12k_both - [INFO] - [E:319| 1400]: Train Loss:0.00092871, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:34:36,433 - wikidata12k_both - [INFO] - [E:319| 1500]: Train Loss:0.0009286, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:35:40,674 - wikidata12k_both - [INFO] - [E:319| 1600]: Train Loss:0.00092845, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:36:22,725 - wikidata12k_both - [INFO] - [Epoch:319]: Training Loss:0.0009282
2023-06-10 18:36:22,945 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 18:36:44,653 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 18:36:51,287 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 18:37:13,194 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 18:37:19,674 - wikidata12k_both - [INFO] - [Evaluating Epoch 319 valid]:
MRR: Tail : 0.5225, Head : 0.34539, Avg : 0.43395
MR: Tail : 837.86, Head : 877.53, Avg : 857.7
Hit-1: Tail : 0.44395, Head : 0.22362, Avg : 0.33378
Hit-3: Tail : 0.56653, Head : 0.41779, Avg : 0.49216
Hit-10: Tail : 0.66367, Head : 0.57222, Avg : 0.61794
2023-06-10 18:37:19,674 - wikidata12k_both - [INFO] - [Epoch 319]: Training Loss: 0.00092822, Valid MRR: 0.45737,
2023-06-10 18:37:20,333 - wikidata12k_both - [INFO] - [E:320| 0]: Train Loss:0.00091954, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:38:24,570 - wikidata12k_both - [INFO] - [E:320| 100]: Train Loss:0.00093034, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:39:28,818 - wikidata12k_both - [INFO] - [E:320| 200]: Train Loss:0.00093001, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:40:33,020 - wikidata12k_both - [INFO] - [E:320| 300]: Train Loss:0.00092869, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:41:37,203 - wikidata12k_both - [INFO] - [E:320| 400]: Train Loss:0.00092863, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:42:41,401 - wikidata12k_both - [INFO] - [E:320| 500]: Train Loss:0.00092837, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:43:45,555 - wikidata12k_both - [INFO] - [E:320| 600]: Train Loss:0.00092861, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:44:49,775 - wikidata12k_both - [INFO] - [E:320| 700]: Train Loss:0.00092898, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:45:53,974 - wikidata12k_both - [INFO] - [E:320| 800]: Train Loss:0.00092867, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:46:58,167 - wikidata12k_both - [INFO] - [E:320| 900]: Train Loss:0.00092863, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:48:02,407 - wikidata12k_both - [INFO] - [E:320| 1000]: Train Loss:0.00092862, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:49:06,638 - wikidata12k_both - [INFO] - [E:320| 1100]: Train Loss:0.00092854, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:50:10,890 - wikidata12k_both - [INFO] - [E:320| 1200]: Train Loss:0.00092844, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:51:15,196 - wikidata12k_both - [INFO] - [E:320| 1300]: Train Loss:0.00092847, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:52:19,371 - wikidata12k_both - [INFO] - [E:320| 1400]: Train Loss:0.0009285, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:53:23,559 - wikidata12k_both - [INFO] - [E:320| 1500]: Train Loss:0.00092854, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:54:27,810 - wikidata12k_both - [INFO] - [E:320| 1600]: Train Loss:0.00092847, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:55:09,719 - wikidata12k_both - [INFO] - [Epoch:320]: Training Loss:0.0009284
2023-06-10 18:55:09,940 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 18:55:31,660 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 18:55:38,290 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 18:56:00,200 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 18:56:06,665 - wikidata12k_both - [INFO] - [Evaluating Epoch 320 valid]:
MRR: Tail : 0.52701, Head : 0.30451, Avg : 0.41576
2023-06-10 18:56:06,665 - wikidata12k_both - [INFO] - [Epoch 320]: Training Loss: 0.00092836, Valid MRR: 0.45737,
2023-06-10 18:56:07,322 - wikidata12k_both - [INFO] - [E:321| 0]: Train Loss:0.00090835, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:57:11,586 - wikidata12k_both - [INFO] - [E:321| 100]: Train Loss:0.0009255, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:58:15,866 - wikidata12k_both - [INFO] - [E:321| 200]: Train Loss:0.00092494, Val MRR:0.45737, wikidata12k_both
2023-06-10 18:59:20,127 - wikidata12k_both - [INFO] - [E:321| 300]: Train Loss:0.00092634, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:00:24,377 - wikidata12k_both - [INFO] - [E:321| 400]: Train Loss:0.00092663, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:01:28,498 - wikidata12k_both - [INFO] - [E:321| 500]: Train Loss:0.00092701, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:02:32,638 - wikidata12k_both - [INFO] - [E:321| 600]: Train Loss:0.00092695, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:03:36,864 - wikidata12k_both - [INFO] - [E:321| 700]: Train Loss:0.00092754, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:04:41,092 - wikidata12k_both - [INFO] - [E:321| 800]: Train Loss:0.00092817, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:05:45,335 - wikidata12k_both - [INFO] - [E:321| 900]: Train Loss:0.00092862, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:06:49,521 - wikidata12k_both - [INFO] - [E:321| 1000]: Train Loss:0.00092842, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:07:53,668 - wikidata12k_both - [INFO] - [E:321| 1100]: Train Loss:0.00092868, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:08:57,922 - wikidata12k_both - [INFO] - [E:321| 1200]: Train Loss:0.00092886, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:10:02,161 - wikidata12k_both - [INFO] - [E:321| 1300]: Train Loss:0.00092887, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:11:06,399 - wikidata12k_both - [INFO] - [E:321| 1400]: Train Loss:0.00092863, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:12:10,686 - wikidata12k_both - [INFO] - [E:321| 1500]: Train Loss:0.00092855, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:13:14,941 - wikidata12k_both - [INFO] - [E:321| 1600]: Train Loss:0.00092849, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:13:56,841 - wikidata12k_both - [INFO] - [Epoch:321]: Training Loss:0.0009284
2023-06-10 19:13:57,060 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 19:14:18,787 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 19:14:25,443 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 19:14:47,392 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 19:14:53,867 - wikidata12k_both - [INFO] - [Evaluating Epoch 321 valid]:
MRR: Tail : 0.51918, Head : 0.33075, Avg : 0.42496
2023-06-10 19:14:53,867 - wikidata12k_both - [INFO] - [Epoch 321]: Training Loss: 0.00092844, Valid MRR: 0.45737,
2023-06-10 19:14:54,522 - wikidata12k_both - [INFO] - [E:322| 0]: Train Loss:0.00093115, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:15:58,711 - wikidata12k_both - [INFO] - [E:322| 100]: Train Loss:0.00092705, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:17:02,849 - wikidata12k_both - [INFO] - [E:322| 200]: Train Loss:0.000926, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:18:07,118 - wikidata12k_both - [INFO] - [E:322| 300]: Train Loss:0.00092902, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:19:11,243 - wikidata12k_both - [INFO] - [E:322| 400]: Train Loss:0.00092855, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:20:15,456 - wikidata12k_both - [INFO] - [E:322| 500]: Train Loss:0.00092808, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:21:19,710 - wikidata12k_both - [INFO] - [E:322| 600]: Train Loss:0.00092816, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:22:23,974 - wikidata12k_both - [INFO] - [E:322| 700]: Train Loss:0.00092797, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:23:28,205 - wikidata12k_both - [INFO] - [E:322| 800]: Train Loss:0.00092839, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:24:32,449 - wikidata12k_both - [INFO] - [E:322| 900]: Train Loss:0.00092837, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:25:36,718 - wikidata12k_both - [INFO] - [E:322| 1000]: Train Loss:0.00092822, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:26:40,980 - wikidata12k_both - [INFO] - [E:322| 1100]: Train Loss:0.00092838, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:27:45,233 - wikidata12k_both - [INFO] - [E:322| 1200]: Train Loss:0.00092808, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:28:49,464 - wikidata12k_both - [INFO] - [E:322| 1300]: Train Loss:0.00092814, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:29:53,786 - wikidata12k_both - [INFO] - [E:322| 1400]: Train Loss:0.00092805, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:30:58,052 - wikidata12k_both - [INFO] - [E:322| 1500]: Train Loss:0.000928, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:32:02,274 - wikidata12k_both - [INFO] - [E:322| 1600]: Train Loss:0.00092804, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:32:44,234 - wikidata12k_both - [INFO] - [Epoch:322]: Training Loss:0.0009281
2023-06-10 19:32:44,454 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 19:33:06,168 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 19:33:12,802 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 19:33:34,730 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 19:33:41,200 - wikidata12k_both - [INFO] - [Evaluating Epoch 322 valid]:
MRR: Tail : 0.52816, Head : 0.30678, Avg : 0.41747
2023-06-10 19:33:41,200 - wikidata12k_both - [INFO] - [Epoch 322]: Training Loss: 0.00092809, Valid MRR: 0.45737,
2023-06-10 19:33:41,855 - wikidata12k_both - [INFO] - [E:323| 0]: Train Loss:0.0009241, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:34:46,021 - wikidata12k_both - [INFO] - [E:323| 100]: Train Loss:0.000924, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:35:50,341 - wikidata12k_both - [INFO] - [E:323| 200]: Train Loss:0.0009248, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:36:54,541 - wikidata12k_both - [INFO] - [E:323| 300]: Train Loss:0.00092627, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:37:58,792 - wikidata12k_both - [INFO] - [E:323| 400]: Train Loss:0.00092716, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:39:03,029 - wikidata12k_both - [INFO] - [E:323| 500]: Train Loss:0.00092746, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:40:07,323 - wikidata12k_both - [INFO] - [E:323| 600]: Train Loss:0.00092749, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:41:11,622 - wikidata12k_both - [INFO] - [E:323| 700]: Train Loss:0.00092764, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:42:15,812 - wikidata12k_both - [INFO] - [E:323| 800]: Train Loss:0.00092775, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:43:19,971 - wikidata12k_both - [INFO] - [E:323| 900]: Train Loss:0.00092758, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:44:24,236 - wikidata12k_both - [INFO] - [E:323| 1000]: Train Loss:0.00092744, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:45:28,468 - wikidata12k_both - [INFO] - [E:323| 1100]: Train Loss:0.0009276, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:46:32,653 - wikidata12k_both - [INFO] - [E:323| 1200]: Train Loss:0.00092773, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:47:36,949 - wikidata12k_both - [INFO] - [E:323| 1300]: Train Loss:0.00092803, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:48:41,158 - wikidata12k_both - [INFO] - [E:323| 1400]: Train Loss:0.00092805, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:49:45,381 - wikidata12k_both - [INFO] - [E:323| 1500]: Train Loss:0.00092808, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:50:49,628 - wikidata12k_both - [INFO] - [E:323| 1600]: Train Loss:0.00092815, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:51:31,681 - wikidata12k_both - [INFO] - [Epoch:323]: Training Loss:0.0009281
2023-06-10 19:51:31,902 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 19:51:53,634 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 19:52:00,280 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 19:52:22,243 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 19:52:28,729 - wikidata12k_both - [INFO] - [Evaluating Epoch 323 valid]:
MRR: Tail : 0.52496, Head : 0.31355, Avg : 0.41926
2023-06-10 19:52:28,729 - wikidata12k_both - [INFO] - [Epoch 323]: Training Loss: 0.0009281, Valid MRR: 0.45737,
2023-06-10 19:52:29,387 - wikidata12k_both - [INFO] - [E:324| 0]: Train Loss:0.00092027, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:53:33,673 - wikidata12k_both - [INFO] - [E:324| 100]: Train Loss:0.00092666, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:54:37,818 - wikidata12k_both - [INFO] - [E:324| 200]: Train Loss:0.00092874, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:55:42,033 - wikidata12k_both - [INFO] - [E:324| 300]: Train Loss:0.00092848, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:56:46,367 - wikidata12k_both - [INFO] - [E:324| 400]: Train Loss:0.00092798, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:57:50,642 - wikidata12k_both - [INFO] - [E:324| 500]: Train Loss:0.00092818, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:58:54,948 - wikidata12k_both - [INFO] - [E:324| 600]: Train Loss:0.00092796, Val MRR:0.45737, wikidata12k_both
2023-06-10 19:59:59,152 - wikidata12k_both - [INFO] - [E:324| 700]: Train Loss:0.00092753, Val MRR:0.45737, wikidata12k_both
2023-06-10 20:01:03,461 - wikidata12k_both - [INFO] - [E:324| 800]: Train Loss:0.00092717, Val MRR:0.45737, wikidata12k_both
2023-06-10 20:02:07,763 - wikidata12k_both - [INFO] - [E:324| 900]: Train Loss:0.00092722, Val MRR:0.45737, wikidata12k_both
2023-06-10 20:03:11,997 - wikidata12k_both - [INFO] - [E:324| 1000]: Train Loss:0.00092688, Val MRR:0.45737, wikidata12k_both
2023-06-10 20:04:16,239 - wikidata12k_both - [INFO] - [E:324| 1100]: Train Loss:0.00092686, Val MRR:0.45737, wikidata12k_both
2023-06-10 20:05:20,488 - wikidata12k_both - [INFO] - [E:324| 1200]: Train Loss:0.00092704, Val MRR:0.45737, wikidata12k_both
2023-06-10 20:06:24,603 - wikidata12k_both - [INFO] - [E:324| 1300]: Train Loss:0.00092725, Val MRR:0.45737, wikidata12k_both
2023-06-10 20:07:28,828 - wikidata12k_both - [INFO] - [E:324| 1400]: Train Loss:0.00092728, Val MRR:0.45737, wikidata12k_both
2023-06-10 20:08:33,061 - wikidata12k_both - [INFO] - [E:324| 1500]: Train Loss:0.00092768, Val MRR:0.45737, wikidata12k_both
2023-06-10 20:09:37,240 - wikidata12k_both - [INFO] - [E:324| 1600]: Train Loss:0.0009279, Val MRR:0.45737, wikidata12k_both
2023-06-10 20:10:19,151 - wikidata12k_both - [INFO] - [Epoch:324]: Training Loss:0.0009279
2023-06-10 20:10:19,370 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 20:10:41,057 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 20:10:47,708 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 20:11:09,686 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 20:11:16,166 - wikidata12k_both - [INFO] - [Evaluating Epoch 324 valid]:
MRR: Tail : 0.52717, Head : 0.39182, Avg : 0.4595
2023-06-10 20:11:17,306 - wikidata12k_both - [INFO] - [Epoch 324]: Training Loss: 0.00092794, Valid MRR: 0.4595,
2023-06-10 20:11:17,962 - wikidata12k_both - [INFO] - [E:325| 0]: Train Loss:0.00092712, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:12:22,152 - wikidata12k_both - [INFO] - [E:325| 100]: Train Loss:0.00092766, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:13:26,466 - wikidata12k_both - [INFO] - [E:325| 200]: Train Loss:0.0009283, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:14:30,726 - wikidata12k_both - [INFO] - [E:325| 300]: Train Loss:0.00092964, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:15:34,936 - wikidata12k_both - [INFO] - [E:325| 400]: Train Loss:0.00092876, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:16:39,131 - wikidata12k_both - [INFO] - [E:325| 500]: Train Loss:0.00092785, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:17:43,368 - wikidata12k_both - [INFO] - [E:325| 600]: Train Loss:0.00092767, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:18:47,585 - wikidata12k_both - [INFO] - [E:325| 700]: Train Loss:0.00092759, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:19:51,934 - wikidata12k_both - [INFO] - [E:325| 800]: Train Loss:0.00092724, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:20:56,233 - wikidata12k_both - [INFO] - [E:325| 900]: Train Loss:0.00092733, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:22:00,518 - wikidata12k_both - [INFO] - [E:325| 1000]: Train Loss:0.00092801, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:23:04,831 - wikidata12k_both - [INFO] - [E:325| 1100]: Train Loss:0.00092803, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:24:09,093 - wikidata12k_both - [INFO] - [E:325| 1200]: Train Loss:0.00092804, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:25:13,239 - wikidata12k_both - [INFO] - [E:325| 1300]: Train Loss:0.000928, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:26:17,475 - wikidata12k_both - [INFO] - [E:325| 1400]: Train Loss:0.00092815, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:27:21,752 - wikidata12k_both - [INFO] - [E:325| 1500]: Train Loss:0.00092827, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:28:25,992 - wikidata12k_both - [INFO] - [E:325| 1600]: Train Loss:0.00092817, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:29:08,013 - wikidata12k_both - [INFO] - [Epoch:325]: Training Loss:0.0009282
2023-06-10 20:29:08,233 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 20:29:29,963 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 20:29:36,599 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 20:29:58,515 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 20:30:04,985 - wikidata12k_both - [INFO] - [Evaluating Epoch 325 valid]:
MRR: Tail : 0.52433, Head : 0.37682, Avg : 0.45057
2023-06-10 20:30:04,985 - wikidata12k_both - [INFO] - [Epoch 325]: Training Loss: 0.0009282, Valid MRR: 0.4595,
2023-06-10 20:30:05,642 - wikidata12k_both - [INFO] - [E:326| 0]: Train Loss:0.00090823, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:31:09,869 - wikidata12k_both - [INFO] - [E:326| 100]: Train Loss:0.00092889, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:32:14,122 - wikidata12k_both - [INFO] - [E:326| 200]: Train Loss:0.00092809, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:33:18,324 - wikidata12k_both - [INFO] - [E:326| 300]: Train Loss:0.00092777, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:34:22,508 - wikidata12k_both - [INFO] - [E:326| 400]: Train Loss:0.00092737, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:35:26,775 - wikidata12k_both - [INFO] - [E:326| 500]: Train Loss:0.0009276, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:36:30,942 - wikidata12k_both - [INFO] - [E:326| 600]: Train Loss:0.00092763, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:37:35,096 - wikidata12k_both - [INFO] - [E:326| 700]: Train Loss:0.0009274, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:38:39,396 - wikidata12k_both - [INFO] - [E:326| 800]: Train Loss:0.00092744, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:39:43,684 - wikidata12k_both - [INFO] - [E:326| 900]: Train Loss:0.00092703, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:40:47,955 - wikidata12k_both - [INFO] - [E:326| 1000]: Train Loss:0.00092722, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:41:52,180 - wikidata12k_both - [INFO] - [E:326| 1100]: Train Loss:0.00092717, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:42:56,400 - wikidata12k_both - [INFO] - [E:326| 1200]: Train Loss:0.00092697, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:44:00,689 - wikidata12k_both - [INFO] - [E:326| 1300]: Train Loss:0.00092738, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:45:04,804 - wikidata12k_both - [INFO] - [E:326| 1400]: Train Loss:0.00092778, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:46:08,985 - wikidata12k_both - [INFO] - [E:326| 1500]: Train Loss:0.00092771, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:47:13,282 - wikidata12k_both - [INFO] - [E:326| 1600]: Train Loss:0.00092786, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:47:55,223 - wikidata12k_both - [INFO] - [Epoch:326]: Training Loss:0.0009279
2023-06-10 20:47:55,444 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 20:48:17,155 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 20:48:23,791 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 20:48:45,694 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 20:48:52,169 - wikidata12k_both - [INFO] - [Evaluating Epoch 326 valid]:
MRR: Tail : 0.52368, Head : 0.37419, Avg : 0.44894
2023-06-10 20:48:52,169 - wikidata12k_both - [INFO] - [Epoch 326]: Training Loss: 0.00092794, Valid MRR: 0.4595,
2023-06-10 20:48:52,826 - wikidata12k_both - [INFO] - [E:327| 0]: Train Loss:0.00091635, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:49:57,002 - wikidata12k_both - [INFO] - [E:327| 100]: Train Loss:0.0009276, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:51:01,135 - wikidata12k_both - [INFO] - [E:327| 200]: Train Loss:0.00092818, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:52:05,241 - wikidata12k_both - [INFO] - [E:327| 300]: Train Loss:0.00092745, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:53:09,504 - wikidata12k_both - [INFO] - [E:327| 400]: Train Loss:0.00092723, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:54:13,658 - wikidata12k_both - [INFO] - [E:327| 500]: Train Loss:0.00092729, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:55:17,776 - wikidata12k_both - [INFO] - [E:327| 600]: Train Loss:0.0009279, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:56:22,028 - wikidata12k_both - [INFO] - [E:327| 700]: Train Loss:0.000928, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:57:26,162 - wikidata12k_both - [INFO] - [E:327| 800]: Train Loss:0.00092796, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:58:30,496 - wikidata12k_both - [INFO] - [E:327| 900]: Train Loss:0.00092775, Val MRR:0.4595, wikidata12k_both
2023-06-10 20:59:34,691 - wikidata12k_both - [INFO] - [E:327| 1000]: Train Loss:0.00092761, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:00:38,941 - wikidata12k_both - [INFO] - [E:327| 1100]: Train Loss:0.00092751, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:01:43,185 - wikidata12k_both - [INFO] - [E:327| 1200]: Train Loss:0.00092776, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:02:47,440 - wikidata12k_both - [INFO] - [E:327| 1300]: Train Loss:0.00092761, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:03:51,649 - wikidata12k_both - [INFO] - [E:327| 1400]: Train Loss:0.0009277, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:04:55,875 - wikidata12k_both - [INFO] - [E:327| 1500]: Train Loss:0.00092779, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:06:00,031 - wikidata12k_both - [INFO] - [E:327| 1600]: Train Loss:0.00092773, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:06:42,029 - wikidata12k_both - [INFO] - [Epoch:327]: Training Loss:0.0009279
2023-06-10 21:06:42,248 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 21:07:03,969 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 21:07:10,638 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 21:07:32,615 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 21:07:39,090 - wikidata12k_both - [INFO] - [Evaluating Epoch 327 valid]:
MRR: Tail : 0.52684, Head : 0.37894, Avg : 0.45289
2023-06-10 21:07:39,090 - wikidata12k_both - [INFO] - [Epoch 327]: Training Loss: 0.00092795, Valid MRR: 0.4595,
2023-06-10 21:07:39,747 - wikidata12k_both - [INFO] - [E:328| 0]: Train Loss:0.00098242, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:08:44,020 - wikidata12k_both - [INFO] - [E:328| 100]: Train Loss:0.00092788, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:09:48,218 - wikidata12k_both - [INFO] - [E:328| 200]: Train Loss:0.00092898, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:10:52,445 - wikidata12k_both - [INFO] - [E:328| 300]: Train Loss:0.00092803, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:11:56,609 - wikidata12k_both - [INFO] - [E:328| 400]: Train Loss:0.00092833, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:13:00,843 - wikidata12k_both - [INFO] - [E:328| 500]: Train Loss:0.00092942, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:14:05,097 - wikidata12k_both - [INFO] - [E:328| 600]: Train Loss:0.00092932, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:15:09,250 - wikidata12k_both - [INFO] - [E:328| 700]: Train Loss:0.00092959, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:16:13,597 - wikidata12k_both - [INFO] - [E:328| 800]: Train Loss:0.00092928, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:17:17,768 - wikidata12k_both - [INFO] - [E:328| 900]: Train Loss:0.00092923, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:18:22,002 - wikidata12k_both - [INFO] - [E:328| 1000]: Train Loss:0.00092903, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:19:26,280 - wikidata12k_both - [INFO] - [E:328| 1100]: Train Loss:0.00092875, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:20:30,534 - wikidata12k_both - [INFO] - [E:328| 1200]: Train Loss:0.00092844, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:21:34,676 - wikidata12k_both - [INFO] - [E:328| 1300]: Train Loss:0.00092846, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:22:38,952 - wikidata12k_both - [INFO] - [E:328| 1400]: Train Loss:0.0009284, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:23:43,078 - wikidata12k_both - [INFO] - [E:328| 1500]: Train Loss:0.00092853, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:24:47,200 - wikidata12k_both - [INFO] - [E:328| 1600]: Train Loss:0.00092854, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:25:29,225 - wikidata12k_both - [INFO] - [Epoch:328]: Training Loss:0.0009284
2023-06-10 21:25:29,445 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 21:25:51,145 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 21:25:57,771 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 21:26:19,717 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 21:26:26,193 - wikidata12k_both - [INFO] - [Evaluating Epoch 328 valid]:
MRR: Tail : 0.52226, Head : 0.37533, Avg : 0.44879
2023-06-10 21:26:26,193 - wikidata12k_both - [INFO] - [Epoch 328]: Training Loss: 0.0009284, Valid MRR: 0.4595,
2023-06-10 21:26:26,852 - wikidata12k_both - [INFO] - [E:329| 0]: Train Loss:0.00091356, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:27:31,059 - wikidata12k_both - [INFO] - [E:329| 100]: Train Loss:0.00092632, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:28:35,333 - wikidata12k_both - [INFO] - [E:329| 200]: Train Loss:0.00092723, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:29:39,536 - wikidata12k_both - [INFO] - [E:329| 300]: Train Loss:0.00092759, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:30:43,765 - wikidata12k_both - [INFO] - [E:329| 400]: Train Loss:0.00092789, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:31:47,948 - wikidata12k_both - [INFO] - [E:329| 500]: Train Loss:0.00092779, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:32:52,060 - wikidata12k_both - [INFO] - [E:329| 600]: Train Loss:0.0009277, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:33:56,213 - wikidata12k_both - [INFO] - [E:329| 700]: Train Loss:0.00092767, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:35:00,370 - wikidata12k_both - [INFO] - [E:329| 800]: Train Loss:0.00092717, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:36:04,518 - wikidata12k_both - [INFO] - [E:329| 900]: Train Loss:0.00092688, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:37:08,747 - wikidata12k_both - [INFO] - [E:329| 1000]: Train Loss:0.00092734, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:38:12,940 - wikidata12k_both - [INFO] - [E:329| 1100]: Train Loss:0.00092749, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:39:17,191 - wikidata12k_both - [INFO] - [E:329| 1200]: Train Loss:0.00092736, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:40:21,409 - wikidata12k_both - [INFO] - [E:329| 1300]: Train Loss:0.00092759, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:41:25,630 - wikidata12k_both - [INFO] - [E:329| 1400]: Train Loss:0.00092755, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:42:29,838 - wikidata12k_both - [INFO] - [E:329| 1500]: Train Loss:0.00092754, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:43:33,965 - wikidata12k_both - [INFO] - [E:329| 1600]: Train Loss:0.00092772, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:44:15,847 - wikidata12k_both - [INFO] - [Epoch:329]: Training Loss:0.0009278
2023-06-10 21:44:16,067 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 21:44:37,744 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 21:44:44,370 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 21:45:06,260 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 21:45:12,728 - wikidata12k_both - [INFO] - [Evaluating Epoch 329 valid]:
MRR: Tail : 0.52257, Head : 0.38235, Avg : 0.45246
MR: Tail : 813.9, Head : 881.42, Avg : 847.66
Hit-1: Tail : 0.44424, Head : 0.28335, Avg : 0.3638
Hit-3: Tail : 0.56467, Head : 0.43766, Avg : 0.50117
Hit-10: Tail : 0.66248, Head : 0.57527, Avg : 0.61887
2023-06-10 21:45:12,728 - wikidata12k_both - [INFO] - [Epoch 329]: Training Loss: 0.00092785, Valid MRR: 0.4595,
2023-06-10 21:45:13,383 - wikidata12k_both - [INFO] - [E:330| 0]: Train Loss:0.00091009, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:46:17,686 - wikidata12k_both - [INFO] - [E:330| 100]: Train Loss:0.00092999, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:47:21,887 - wikidata12k_both - [INFO] - [E:330| 200]: Train Loss:0.0009287, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:48:26,080 - wikidata12k_both - [INFO] - [E:330| 300]: Train Loss:0.00092753, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:49:30,302 - wikidata12k_both - [INFO] - [E:330| 400]: Train Loss:0.00092836, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:50:34,411 - wikidata12k_both - [INFO] - [E:330| 500]: Train Loss:0.00092751, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:51:38,580 - wikidata12k_both - [INFO] - [E:330| 600]: Train Loss:0.00092687, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:52:42,844 - wikidata12k_both - [INFO] - [E:330| 700]: Train Loss:0.00092735, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:53:47,025 - wikidata12k_both - [INFO] - [E:330| 800]: Train Loss:0.00092762, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:54:51,257 - wikidata12k_both - [INFO] - [E:330| 900]: Train Loss:0.00092718, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:55:55,487 - wikidata12k_both - [INFO] - [E:330| 1000]: Train Loss:0.00092762, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:56:59,717 - wikidata12k_both - [INFO] - [E:330| 1100]: Train Loss:0.00092762, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:58:03,940 - wikidata12k_both - [INFO] - [E:330| 1200]: Train Loss:0.00092763, Val MRR:0.4595, wikidata12k_both
2023-06-10 21:59:08,009 - wikidata12k_both - [INFO] - [E:330| 1300]: Train Loss:0.00092777, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:00:12,175 - wikidata12k_both - [INFO] - [E:330| 1400]: Train Loss:0.000928, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:01:16,382 - wikidata12k_both - [INFO] - [E:330| 1500]: Train Loss:0.00092823, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:02:20,561 - wikidata12k_both - [INFO] - [E:330| 1600]: Train Loss:0.00092798, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:03:02,541 - wikidata12k_both - [INFO] - [Epoch:330]: Training Loss:0.0009278
2023-06-10 22:03:02,760 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 22:03:24,469 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 22:03:31,105 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 22:03:53,044 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 22:03:59,510 - wikidata12k_both - [INFO] - [Evaluating Epoch 330 valid]:
MRR: Tail : 0.52335, Head : 0.38663, Avg : 0.45499
2023-06-10 22:03:59,510 - wikidata12k_both - [INFO] - [Epoch 330]: Training Loss: 0.00092784, Valid MRR: 0.4595,
2023-06-10 22:04:00,167 - wikidata12k_both - [INFO] - [E:331| 0]: Train Loss:0.00091718, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:05:04,312 - wikidata12k_both - [INFO] - [E:331| 100]: Train Loss:0.00092938, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:06:08,533 - wikidata12k_both - [INFO] - [E:331| 200]: Train Loss:0.00092769, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:07:12,730 - wikidata12k_both - [INFO] - [E:331| 300]: Train Loss:0.0009278, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:08:16,918 - wikidata12k_both - [INFO] - [E:331| 400]: Train Loss:0.00092791, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:09:21,150 - wikidata12k_both - [INFO] - [E:331| 500]: Train Loss:0.00092787, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:10:25,421 - wikidata12k_both - [INFO] - [E:331| 600]: Train Loss:0.00092788, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:11:29,662 - wikidata12k_both - [INFO] - [E:331| 700]: Train Loss:0.00092772, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:12:33,932 - wikidata12k_both - [INFO] - [E:331| 800]: Train Loss:0.00092775, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:13:38,067 - wikidata12k_both - [INFO] - [E:331| 900]: Train Loss:0.00092798, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:14:42,186 - wikidata12k_both - [INFO] - [E:331| 1000]: Train Loss:0.00092785, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:15:46,425 - wikidata12k_both - [INFO] - [E:331| 1100]: Train Loss:0.0009279, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:16:50,535 - wikidata12k_both - [INFO] - [E:331| 1200]: Train Loss:0.00092813, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:17:54,767 - wikidata12k_both - [INFO] - [E:331| 1300]: Train Loss:0.00092769, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:18:59,012 - wikidata12k_both - [INFO] - [E:331| 1400]: Train Loss:0.00092775, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:20:03,193 - wikidata12k_both - [INFO] - [E:331| 1500]: Train Loss:0.00092786, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:21:07,352 - wikidata12k_both - [INFO] - [E:331| 1600]: Train Loss:0.00092773, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:21:49,324 - wikidata12k_both - [INFO] - [Epoch:331]: Training Loss:0.0009276
2023-06-10 22:21:49,544 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 22:22:11,243 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 22:22:17,890 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 22:22:39,794 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 22:22:46,260 - wikidata12k_both - [INFO] - [Evaluating Epoch 331 valid]:
MRR: Tail : 0.52229, Head : 0.38673, Avg : 0.45451
2023-06-10 22:22:46,260 - wikidata12k_both - [INFO] - [Epoch 331]: Training Loss: 0.00092763, Valid MRR: 0.4595,
2023-06-10 22:22:46,914 - wikidata12k_both - [INFO] - [E:332| 0]: Train Loss:0.00092931, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:23:51,102 - wikidata12k_both - [INFO] - [E:332| 100]: Train Loss:0.00092897, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:24:55,356 - wikidata12k_both - [INFO] - [E:332| 200]: Train Loss:0.00093018, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:25:59,551 - wikidata12k_both - [INFO] - [E:332| 300]: Train Loss:0.00092893, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:27:03,691 - wikidata12k_both - [INFO] - [E:332| 400]: Train Loss:0.00092858, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:28:07,818 - wikidata12k_both - [INFO] - [E:332| 500]: Train Loss:0.00092867, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:29:11,945 - wikidata12k_both - [INFO] - [E:332| 600]: Train Loss:0.0009289, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:30:16,063 - wikidata12k_both - [INFO] - [E:332| 700]: Train Loss:0.00092851, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:31:20,380 - wikidata12k_both - [INFO] - [E:332| 800]: Train Loss:0.00092824, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:32:24,592 - wikidata12k_both - [INFO] - [E:332| 900]: Train Loss:0.00092855, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:33:28,848 - wikidata12k_both - [INFO] - [E:332| 1000]: Train Loss:0.00092839, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:34:32,981 - wikidata12k_both - [INFO] - [E:332| 1100]: Train Loss:0.00092852, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:35:37,204 - wikidata12k_both - [INFO] - [E:332| 1200]: Train Loss:0.00092844, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:36:41,533 - wikidata12k_both - [INFO] - [E:332| 1300]: Train Loss:0.00092844, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:37:45,727 - wikidata12k_both - [INFO] - [E:332| 1400]: Train Loss:0.00092824, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:38:49,941 - wikidata12k_both - [INFO] - [E:332| 1500]: Train Loss:0.00092784, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:39:54,178 - wikidata12k_both - [INFO] - [E:332| 1600]: Train Loss:0.00092775, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:40:36,177 - wikidata12k_both - [INFO] - [Epoch:332]: Training Loss:0.0009277
2023-06-10 22:40:36,398 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 22:40:58,113 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 22:41:04,747 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 22:41:26,675 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 22:41:33,154 - wikidata12k_both - [INFO] - [Evaluating Epoch 332 valid]:
MRR: Tail : 0.52471, Head : 0.38002, Avg : 0.45237
2023-06-10 22:41:33,154 - wikidata12k_both - [INFO] - [Epoch 332]: Training Loss: 0.00092768, Valid MRR: 0.4595,
2023-06-10 22:41:33,811 - wikidata12k_both - [INFO] - [E:333| 0]: Train Loss:0.00093571, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:42:38,154 - wikidata12k_both - [INFO] - [E:333| 100]: Train Loss:0.00092818, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:43:42,324 - wikidata12k_both - [INFO] - [E:333| 200]: Train Loss:0.00092838, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:44:46,465 - wikidata12k_both - [INFO] - [E:333| 300]: Train Loss:0.0009271, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:45:50,658 - wikidata12k_both - [INFO] - [E:333| 400]: Train Loss:0.00092795, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:46:54,852 - wikidata12k_both - [INFO] - [E:333| 500]: Train Loss:0.00092776, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:47:59,059 - wikidata12k_both - [INFO] - [E:333| 600]: Train Loss:0.00092759, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:49:03,219 - wikidata12k_both - [INFO] - [E:333| 700]: Train Loss:0.00092746, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:50:07,328 - wikidata12k_both - [INFO] - [E:333| 800]: Train Loss:0.00092738, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:51:11,617 - wikidata12k_both - [INFO] - [E:333| 900]: Train Loss:0.00092736, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:52:15,896 - wikidata12k_both - [INFO] - [E:333| 1000]: Train Loss:0.0009275, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:53:20,178 - wikidata12k_both - [INFO] - [E:333| 1100]: Train Loss:0.00092753, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:54:24,431 - wikidata12k_both - [INFO] - [E:333| 1200]: Train Loss:0.00092734, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:55:28,698 - wikidata12k_both - [INFO] - [E:333| 1300]: Train Loss:0.00092734, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:56:32,923 - wikidata12k_both - [INFO] - [E:333| 1400]: Train Loss:0.00092725, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:57:37,143 - wikidata12k_both - [INFO] - [E:333| 1500]: Train Loss:0.00092728, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:58:41,315 - wikidata12k_both - [INFO] - [E:333| 1600]: Train Loss:0.00092746, Val MRR:0.4595, wikidata12k_both
2023-06-10 22:59:23,315 - wikidata12k_both - [INFO] - [Epoch:333]: Training Loss:0.0009275
2023-06-10 22:59:23,535 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 22:59:45,250 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 22:59:51,901 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 23:00:13,846 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 23:00:20,319 - wikidata12k_both - [INFO] - [Evaluating Epoch 333 valid]:
MRR: Tail : 0.51973, Head : 0.37901, Avg : 0.44937
2023-06-10 23:00:20,319 - wikidata12k_both - [INFO] - [Epoch 333]: Training Loss: 0.00092745, Valid MRR: 0.4595,
2023-06-10 23:00:20,976 - wikidata12k_both - [INFO] - [E:334| 0]: Train Loss:0.00092033, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:01:25,202 - wikidata12k_both - [INFO] - [E:334| 100]: Train Loss:0.00092619, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:02:29,425 - wikidata12k_both - [INFO] - [E:334| 200]: Train Loss:0.00092678, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:03:33,661 - wikidata12k_both - [INFO] - [E:334| 300]: Train Loss:0.00092714, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:04:37,815 - wikidata12k_both - [INFO] - [E:334| 400]: Train Loss:0.00092743, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:05:42,062 - wikidata12k_both - [INFO] - [E:334| 500]: Train Loss:0.0009272, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:06:46,263 - wikidata12k_both - [INFO] - [E:334| 600]: Train Loss:0.00092744, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:07:50,422 - wikidata12k_both - [INFO] - [E:334| 700]: Train Loss:0.00092705, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:08:54,677 - wikidata12k_both - [INFO] - [E:334| 800]: Train Loss:0.00092699, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:09:58,936 - wikidata12k_both - [INFO] - [E:334| 900]: Train Loss:0.00092705, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:11:03,191 - wikidata12k_both - [INFO] - [E:334| 1000]: Train Loss:0.00092701, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:12:07,441 - wikidata12k_both - [INFO] - [E:334| 1100]: Train Loss:0.000927, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:13:11,555 - wikidata12k_both - [INFO] - [E:334| 1200]: Train Loss:0.00092728, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:14:15,673 - wikidata12k_both - [INFO] - [E:334| 1300]: Train Loss:0.00092733, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:15:19,893 - wikidata12k_both - [INFO] - [E:334| 1400]: Train Loss:0.0009273, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:16:24,119 - wikidata12k_both - [INFO] - [E:334| 1500]: Train Loss:0.00092751, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:17:28,392 - wikidata12k_both - [INFO] - [E:334| 1600]: Train Loss:0.00092755, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:18:10,472 - wikidata12k_both - [INFO] - [Epoch:334]: Training Loss:0.0009275
2023-06-10 23:18:10,693 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 23:18:32,388 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 23:18:39,018 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 23:19:00,918 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 23:19:07,392 - wikidata12k_both - [INFO] - [Evaluating Epoch 334 valid]:
MRR: Tail : 0.5249, Head : 0.37671, Avg : 0.4508
2023-06-10 23:19:07,392 - wikidata12k_both - [INFO] - [Epoch 334]: Training Loss: 0.00092752, Valid MRR: 0.4595,
2023-06-10 23:19:08,048 - wikidata12k_both - [INFO] - [E:335| 0]: Train Loss:0.00092219, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:20:12,247 - wikidata12k_both - [INFO] - [E:335| 100]: Train Loss:0.00092593, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:21:16,478 - wikidata12k_both - [INFO] - [E:335| 200]: Train Loss:0.00092614, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:22:20,747 - wikidata12k_both - [INFO] - [E:335| 300]: Train Loss:0.0009272, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:23:24,862 - wikidata12k_both - [INFO] - [E:335| 400]: Train Loss:0.000927, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:24:29,156 - wikidata12k_both - [INFO] - [E:335| 500]: Train Loss:0.00092766, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:25:33,397 - wikidata12k_both - [INFO] - [E:335| 600]: Train Loss:0.00092809, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:26:37,629 - wikidata12k_both - [INFO] - [E:335| 700]: Train Loss:0.00092769, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:27:41,893 - wikidata12k_both - [INFO] - [E:335| 800]: Train Loss:0.00092777, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:28:46,057 - wikidata12k_both - [INFO] - [E:335| 900]: Train Loss:0.00092818, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:29:50,345 - wikidata12k_both - [INFO] - [E:335| 1000]: Train Loss:0.00092787, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:30:54,458 - wikidata12k_both - [INFO] - [E:335| 1100]: Train Loss:0.00092792, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:31:58,642 - wikidata12k_both - [INFO] - [E:335| 1200]: Train Loss:0.00092765, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:33:02,841 - wikidata12k_both - [INFO] - [E:335| 1300]: Train Loss:0.00092799, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:34:06,986 - wikidata12k_both - [INFO] - [E:335| 1400]: Train Loss:0.00092786, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:35:11,172 - wikidata12k_both - [INFO] - [E:335| 1500]: Train Loss:0.00092777, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:36:15,414 - wikidata12k_both - [INFO] - [E:335| 1600]: Train Loss:0.00092771, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:36:57,382 - wikidata12k_both - [INFO] - [Epoch:335]: Training Loss:0.0009279
2023-06-10 23:36:57,601 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 23:37:19,333 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 23:37:25,970 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 23:37:47,883 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 23:37:54,354 - wikidata12k_both - [INFO] - [Evaluating Epoch 335 valid]:
MRR: Tail : 0.52559, Head : 0.36528, Avg : 0.44543
2023-06-10 23:37:54,354 - wikidata12k_both - [INFO] - [Epoch 335]: Training Loss: 0.00092785, Valid MRR: 0.4595,
2023-06-10 23:37:55,012 - wikidata12k_both - [INFO] - [E:336| 0]: Train Loss:0.00091124, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:38:59,321 - wikidata12k_both - [INFO] - [E:336| 100]: Train Loss:0.00092589, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:40:03,548 - wikidata12k_both - [INFO] - [E:336| 200]: Train Loss:0.00092633, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:41:07,826 - wikidata12k_both - [INFO] - [E:336| 300]: Train Loss:0.0009264, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:42:12,136 - wikidata12k_both - [INFO] - [E:336| 400]: Train Loss:0.00092672, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:43:16,387 - wikidata12k_both - [INFO] - [E:336| 500]: Train Loss:0.00092738, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:44:20,697 - wikidata12k_both - [INFO] - [E:336| 600]: Train Loss:0.00092731, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:45:24,870 - wikidata12k_both - [INFO] - [E:336| 700]: Train Loss:0.00092709, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:46:29,015 - wikidata12k_both - [INFO] - [E:336| 800]: Train Loss:0.00092697, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:47:33,285 - wikidata12k_both - [INFO] - [E:336| 900]: Train Loss:0.00092697, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:48:37,561 - wikidata12k_both - [INFO] - [E:336| 1000]: Train Loss:0.00092706, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:49:41,758 - wikidata12k_both - [INFO] - [E:336| 1100]: Train Loss:0.00092715, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:50:46,021 - wikidata12k_both - [INFO] - [E:336| 1200]: Train Loss:0.0009275, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:51:50,151 - wikidata12k_both - [INFO] - [E:336| 1300]: Train Loss:0.00092745, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:52:54,355 - wikidata12k_both - [INFO] - [E:336| 1400]: Train Loss:0.00092767, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:53:58,637 - wikidata12k_both - [INFO] - [E:336| 1500]: Train Loss:0.00092769, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:55:02,728 - wikidata12k_both - [INFO] - [E:336| 1600]: Train Loss:0.00092769, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:55:44,627 - wikidata12k_both - [INFO] - [Epoch:336]: Training Loss:0.0009275
2023-06-10 23:55:44,846 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-10 23:56:06,579 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-10 23:56:13,243 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-10 23:56:35,197 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-10 23:56:41,679 - wikidata12k_both - [INFO] - [Evaluating Epoch 336 valid]:
MRR: Tail : 0.5234, Head : 0.39219, Avg : 0.45779
2023-06-10 23:56:41,679 - wikidata12k_both - [INFO] - [Epoch 336]: Training Loss: 0.00092748, Valid MRR: 0.4595,
2023-06-10 23:56:42,336 - wikidata12k_both - [INFO] - [E:337| 0]: Train Loss:0.00092384, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:57:46,646 - wikidata12k_both - [INFO] - [E:337| 100]: Train Loss:0.00092543, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:58:50,958 - wikidata12k_both - [INFO] - [E:337| 200]: Train Loss:0.00092712, Val MRR:0.4595, wikidata12k_both
2023-06-10 23:59:55,239 - wikidata12k_both - [INFO] - [E:337| 300]: Train Loss:0.00092707, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:00:59,489 - wikidata12k_both - [INFO] - [E:337| 400]: Train Loss:0.00092715, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:02:03,687 - wikidata12k_both - [INFO] - [E:337| 500]: Train Loss:0.00092777, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:03:07,927 - wikidata12k_both - [INFO] - [E:337| 600]: Train Loss:0.00092749, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:04:12,130 - wikidata12k_both - [INFO] - [E:337| 700]: Train Loss:0.00092747, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:05:16,415 - wikidata12k_both - [INFO] - [E:337| 800]: Train Loss:0.00092749, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:06:20,715 - wikidata12k_both - [INFO] - [E:337| 900]: Train Loss:0.00092732, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:07:24,987 - wikidata12k_both - [INFO] - [E:337| 1000]: Train Loss:0.00092753, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:08:29,247 - wikidata12k_both - [INFO] - [E:337| 1100]: Train Loss:0.00092737, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:09:33,464 - wikidata12k_both - [INFO] - [E:337| 1200]: Train Loss:0.00092746, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:10:37,598 - wikidata12k_both - [INFO] - [E:337| 1300]: Train Loss:0.00092738, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:11:41,774 - wikidata12k_both - [INFO] - [E:337| 1400]: Train Loss:0.00092734, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:12:46,014 - wikidata12k_both - [INFO] - [E:337| 1500]: Train Loss:0.00092754, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:13:50,217 - wikidata12k_both - [INFO] - [E:337| 1600]: Train Loss:0.00092768, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:14:32,237 - wikidata12k_both - [INFO] - [Epoch:337]: Training Loss:0.0009276
2023-06-11 00:14:32,458 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-11 00:14:54,162 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-11 00:15:00,794 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-11 00:15:22,717 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-11 00:15:29,182 - wikidata12k_both - [INFO] - [Evaluating Epoch 337 valid]:
MRR: Tail : 0.52619, Head : 0.35783, Avg : 0.44201
2023-06-11 00:15:29,182 - wikidata12k_both - [INFO] - [Epoch 337]: Training Loss: 0.00092761, Valid MRR: 0.4595,
2023-06-11 00:15:29,837 - wikidata12k_both - [INFO] - [E:338| 0]: Train Loss:0.00090816, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:16:34,102 - wikidata12k_both - [INFO] - [E:338| 100]: Train Loss:0.00092588, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:17:38,416 - wikidata12k_both - [INFO] - [E:338| 200]: Train Loss:0.00092492, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:18:42,698 - wikidata12k_both - [INFO] - [E:338| 300]: Train Loss:0.00092798, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:19:46,917 - wikidata12k_both - [INFO] - [E:338| 400]: Train Loss:0.00092734, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:20:51,102 - wikidata12k_both - [INFO] - [E:338| 500]: Train Loss:0.00092763, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:21:55,250 - wikidata12k_both - [INFO] - [E:338| 600]: Train Loss:0.00092774, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:22:59,440 - wikidata12k_both - [INFO] - [E:338| 700]: Train Loss:0.00092733, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:24:03,636 - wikidata12k_both - [INFO] - [E:338| 800]: Train Loss:0.00092768, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:25:07,935 - wikidata12k_both - [INFO] - [E:338| 900]: Train Loss:0.00092806, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:26:12,137 - wikidata12k_both - [INFO] - [E:338| 1000]: Train Loss:0.00092789, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:27:16,267 - wikidata12k_both - [INFO] - [E:338| 1100]: Train Loss:0.00092794, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:28:20,481 - wikidata12k_both - [INFO] - [E:338| 1200]: Train Loss:0.00092794, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:29:24,694 - wikidata12k_both - [INFO] - [E:338| 1300]: Train Loss:0.00092801, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:30:28,859 - wikidata12k_both - [INFO] - [E:338| 1400]: Train Loss:0.00092765, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:31:32,993 - wikidata12k_both - [INFO] - [E:338| 1500]: Train Loss:0.00092751, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:32:37,253 - wikidata12k_both - [INFO] - [E:338| 1600]: Train Loss:0.00092764, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:33:19,205 - wikidata12k_both - [INFO] - [Epoch:338]: Training Loss:0.0009277
2023-06-11 00:33:19,426 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-11 00:33:41,137 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-11 00:33:47,775 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-11 00:34:09,688 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-11 00:34:16,169 - wikidata12k_both - [INFO] - [Evaluating Epoch 338 valid]:
MRR: Tail : 0.52959, Head : 0.36565, Avg : 0.44762
2023-06-11 00:34:16,169 - wikidata12k_both - [INFO] - [Epoch 338]: Training Loss: 0.00092772, Valid MRR: 0.4595,
2023-06-11 00:34:16,829 - wikidata12k_both - [INFO] - [E:339| 0]: Train Loss:0.00091899, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:35:21,146 - wikidata12k_both - [INFO] - [E:339| 100]: Train Loss:0.00092806, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:36:25,366 - wikidata12k_both - [INFO] - [E:339| 200]: Train Loss:0.00092824, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:37:29,581 - wikidata12k_both - [INFO] - [E:339| 300]: Train Loss:0.00092895, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:38:33,856 - wikidata12k_both - [INFO] - [E:339| 400]: Train Loss:0.00092806, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:39:38,072 - wikidata12k_both - [INFO] - [E:339| 500]: Train Loss:0.00092749, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:40:42,396 - wikidata12k_both - [INFO] - [E:339| 600]: Train Loss:0.00092762, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:41:46,563 - wikidata12k_both - [INFO] - [E:339| 700]: Train Loss:0.00092783, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:42:50,736 - wikidata12k_both - [INFO] - [E:339| 800]: Train Loss:0.00092778, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:43:54,948 - wikidata12k_both - [INFO] - [E:339| 900]: Train Loss:0.00092766, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:44:59,181 - wikidata12k_both - [INFO] - [E:339| 1000]: Train Loss:0.00092759, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:46:03,412 - wikidata12k_both - [INFO] - [E:339| 1100]: Train Loss:0.00092718, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:47:07,675 - wikidata12k_both - [INFO] - [E:339| 1200]: Train Loss:0.00092721, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:48:11,840 - wikidata12k_both - [INFO] - [E:339| 1300]: Train Loss:0.00092704, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:49:16,063 - wikidata12k_both - [INFO] - [E:339| 1400]: Train Loss:0.00092712, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:50:20,368 - wikidata12k_both - [INFO] - [E:339| 1500]: Train Loss:0.0009274, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:51:24,578 - wikidata12k_both - [INFO] - [E:339| 1600]: Train Loss:0.00092749, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:52:06,492 - wikidata12k_both - [INFO] - [Epoch:339]: Training Loss:0.0009274
2023-06-11 00:52:06,714 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-11 00:52:28,408 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-11 00:52:35,069 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-11 00:52:57,033 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-11 00:53:03,504 - wikidata12k_both - [INFO] - [Evaluating Epoch 339 valid]:
MRR: Tail : 0.52297, Head : 0.35987, Avg : 0.44142
MR: Tail : 852.95, Head : 880.9, Avg : 866.93
Hit-1: Tail : 0.44341, Head : 0.26145, Avg : 0.35243
Hit-3: Tail : 0.56689, Head : 0.41007, Avg : 0.48848
Hit-10: Tail : 0.66858, Head : 0.56024, Avg : 0.61441
2023-06-11 00:53:03,505 - wikidata12k_both - [INFO] - [Epoch 339]: Training Loss: 0.00092743, Valid MRR: 0.4595,
2023-06-11 00:53:04,162 - wikidata12k_both - [INFO] - [E:340| 0]: Train Loss:0.00098523, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:54:08,428 - wikidata12k_both - [INFO] - [E:340| 100]: Train Loss:0.00092871, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:55:12,655 - wikidata12k_both - [INFO] - [E:340| 200]: Train Loss:0.00092683, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:56:16,822 - wikidata12k_both - [INFO] - [E:340| 300]: Train Loss:0.00092687, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:57:20,913 - wikidata12k_both - [INFO] - [E:340| 400]: Train Loss:0.0009273, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:58:25,091 - wikidata12k_both - [INFO] - [E:340| 500]: Train Loss:0.0009278, Val MRR:0.4595, wikidata12k_both
2023-06-11 00:59:29,388 - wikidata12k_both - [INFO] - [E:340| 600]: Train Loss:0.00092692, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:00:33,535 - wikidata12k_both - [INFO] - [E:340| 700]: Train Loss:0.00092723, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:01:37,842 - wikidata12k_both - [INFO] - [E:340| 800]: Train Loss:0.0009271, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:02:42,113 - wikidata12k_both - [INFO] - [E:340| 900]: Train Loss:0.00092751, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:03:46,365 - wikidata12k_both - [INFO] - [E:340| 1000]: Train Loss:0.00092763, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:04:50,654 - wikidata12k_both - [INFO] - [E:340| 1100]: Train Loss:0.00092748, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:05:54,769 - wikidata12k_both - [INFO] - [E:340| 1200]: Train Loss:0.0009274, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:06:58,888 - wikidata12k_both - [INFO] - [E:340| 1300]: Train Loss:0.00092722, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:08:03,242 - wikidata12k_both - [INFO] - [E:340| 1400]: Train Loss:0.0009274, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:09:07,483 - wikidata12k_both - [INFO] - [E:340| 1500]: Train Loss:0.00092732, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:10:11,786 - wikidata12k_both - [INFO] - [E:340| 1600]: Train Loss:0.00092733, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:10:53,760 - wikidata12k_both - [INFO] - [Epoch:340]: Training Loss:0.0009272
2023-06-11 01:10:53,979 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-11 01:11:15,715 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-11 01:11:22,350 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-11 01:11:44,268 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-11 01:11:50,747 - wikidata12k_both - [INFO] - [Evaluating Epoch 340 valid]:
MRR: Tail : 0.52552, Head : 0.33963, Avg : 0.43257
2023-06-11 01:11:50,747 - wikidata12k_both - [INFO] - [Epoch 340]: Training Loss: 0.00092722, Valid MRR: 0.4595,
2023-06-11 01:11:51,403 - wikidata12k_both - [INFO] - [E:341| 0]: Train Loss:0.00091, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:12:55,570 - wikidata12k_both - [INFO] - [E:341| 100]: Train Loss:0.00092784, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:13:59,701 - wikidata12k_both - [INFO] - [E:341| 200]: Train Loss:0.00092863, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:15:03,936 - wikidata12k_both - [INFO] - [E:341| 300]: Train Loss:0.00092783, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:16:08,063 - wikidata12k_both - [INFO] - [E:341| 400]: Train Loss:0.00092739, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:17:12,297 - wikidata12k_both - [INFO] - [E:341| 500]: Train Loss:0.00092773, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:18:16,409 - wikidata12k_both - [INFO] - [E:341| 600]: Train Loss:0.00092766, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:19:20,554 - wikidata12k_both - [INFO] - [E:341| 700]: Train Loss:0.00092713, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:20:24,685 - wikidata12k_both - [INFO] - [E:341| 800]: Train Loss:0.00092715, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:21:28,911 - wikidata12k_both - [INFO] - [E:341| 900]: Train Loss:0.00092702, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:22:33,230 - wikidata12k_both - [INFO] - [E:341| 1000]: Train Loss:0.00092701, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:23:37,332 - wikidata12k_both - [INFO] - [E:341| 1100]: Train Loss:0.00092723, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:24:41,487 - wikidata12k_both - [INFO] - [E:341| 1200]: Train Loss:0.0009272, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:25:45,672 - wikidata12k_both - [INFO] - [E:341| 1300]: Train Loss:0.00092746, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:26:49,821 - wikidata12k_both - [INFO] - [E:341| 1400]: Train Loss:0.00092752, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:27:53,941 - wikidata12k_both - [INFO] - [E:341| 1500]: Train Loss:0.00092747, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:28:58,101 - wikidata12k_both - [INFO] - [E:341| 1600]: Train Loss:0.0009274, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:29:39,967 - wikidata12k_both - [INFO] - [Epoch:341]: Training Loss:0.0009274
2023-06-11 01:29:40,187 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-11 01:30:01,881 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-11 01:30:08,522 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-11 01:30:30,429 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-11 01:30:36,901 - wikidata12k_both - [INFO] - [Evaluating Epoch 341 valid]:
MRR: Tail : 0.52746, Head : 0.28655, Avg : 0.40701
2023-06-11 01:30:36,901 - wikidata12k_both - [INFO] - [Epoch 341]: Training Loss: 0.00092736, Valid MRR: 0.4595,
2023-06-11 01:30:37,558 - wikidata12k_both - [INFO] - [E:342| 0]: Train Loss:0.00099921, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:31:41,728 - wikidata12k_both - [INFO] - [E:342| 100]: Train Loss:0.00092965, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:32:45,902 - wikidata12k_both - [INFO] - [E:342| 200]: Train Loss:0.00093142, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:33:50,057 - wikidata12k_both - [INFO] - [E:342| 300]: Train Loss:0.00092951, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:34:54,307 - wikidata12k_both - [INFO] - [E:342| 400]: Train Loss:0.00092833, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:35:58,396 - wikidata12k_both - [INFO] - [E:342| 500]: Train Loss:0.00092786, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:37:02,520 - wikidata12k_both - [INFO] - [E:342| 600]: Train Loss:0.00092725, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:38:06,662 - wikidata12k_both - [INFO] - [E:342| 700]: Train Loss:0.0009275, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:39:10,899 - wikidata12k_both - [INFO] - [E:342| 800]: Train Loss:0.00092731, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:40:15,133 - wikidata12k_both - [INFO] - [E:342| 900]: Train Loss:0.00092693, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:41:19,349 - wikidata12k_both - [INFO] - [E:342| 1000]: Train Loss:0.00092688, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:42:23,560 - wikidata12k_both - [INFO] - [E:342| 1100]: Train Loss:0.00092662, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:43:27,901 - wikidata12k_both - [INFO] - [E:342| 1200]: Train Loss:0.00092665, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:44:32,065 - wikidata12k_both - [INFO] - [E:342| 1300]: Train Loss:0.00092667, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:45:36,162 - wikidata12k_both - [INFO] - [E:342| 1400]: Train Loss:0.0009269, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:46:40,297 - wikidata12k_both - [INFO] - [E:342| 1500]: Train Loss:0.00092709, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:47:44,407 - wikidata12k_both - [INFO] - [E:342| 1600]: Train Loss:0.0009272, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:48:26,323 - wikidata12k_both - [INFO] - [Epoch:342]: Training Loss:0.0009272
2023-06-11 01:48:26,543 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-11 01:48:48,249 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-11 01:48:54,878 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-11 01:49:16,805 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-11 01:49:23,302 - wikidata12k_both - [INFO] - [Evaluating Epoch 342 valid]:
MRR: Tail : 0.52682, Head : 0.36975, Avg : 0.44828
2023-06-11 01:49:23,302 - wikidata12k_both - [INFO] - [Epoch 342]: Training Loss: 0.00092723, Valid MRR: 0.4595,
2023-06-11 01:49:23,957 - wikidata12k_both - [INFO] - [E:343| 0]: Train Loss:0.0009418, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:50:28,212 - wikidata12k_both - [INFO] - [E:343| 100]: Train Loss:0.00092944, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:51:32,345 - wikidata12k_both - [INFO] - [E:343| 200]: Train Loss:0.00092748, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:52:36,567 - wikidata12k_both - [INFO] - [E:343| 300]: Train Loss:0.00092622, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:53:40,759 - wikidata12k_both - [INFO] - [E:343| 400]: Train Loss:0.00092689, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:54:44,943 - wikidata12k_both - [INFO] - [E:343| 500]: Train Loss:0.00092732, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:55:49,279 - wikidata12k_both - [INFO] - [E:343| 600]: Train Loss:0.00092741, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:56:53,522 - wikidata12k_both - [INFO] - [E:343| 700]: Train Loss:0.00092732, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:57:57,789 - wikidata12k_both - [INFO] - [E:343| 800]: Train Loss:0.00092699, Val MRR:0.4595, wikidata12k_both
2023-06-11 01:59:02,128 - wikidata12k_both - [INFO] - [E:343| 900]: Train Loss:0.00092691, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:00:06,428 - wikidata12k_both - [INFO] - [E:343| 1000]: Train Loss:0.00092739, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:01:10,785 - wikidata12k_both - [INFO] - [E:343| 1100]: Train Loss:0.00092742, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:02:14,968 - wikidata12k_both - [INFO] - [E:343| 1200]: Train Loss:0.00092743, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:03:19,184 - wikidata12k_both - [INFO] - [E:343| 1300]: Train Loss:0.00092736, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:04:23,456 - wikidata12k_both - [INFO] - [E:343| 1400]: Train Loss:0.00092717, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:05:27,618 - wikidata12k_both - [INFO] - [E:343| 1500]: Train Loss:0.00092715, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:06:31,741 - wikidata12k_both - [INFO] - [E:343| 1600]: Train Loss:0.00092725, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:07:13,730 - wikidata12k_both - [INFO] - [Epoch:343]: Training Loss:0.0009274
2023-06-11 02:07:13,950 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-11 02:07:35,664 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-11 02:07:42,294 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-11 02:08:04,176 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-11 02:08:10,656 - wikidata12k_both - [INFO] - [Evaluating Epoch 343 valid]:
MRR: Tail : 0.52598, Head : 0.38378, Avg : 0.45488
2023-06-11 02:08:10,656 - wikidata12k_both - [INFO] - [Epoch 343]: Training Loss: 0.0009274, Valid MRR: 0.4595,
2023-06-11 02:08:11,316 - wikidata12k_both - [INFO] - [E:344| 0]: Train Loss:0.00094906, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:09:15,587 - wikidata12k_both - [INFO] - [E:344| 100]: Train Loss:0.00092723, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:10:19,887 - wikidata12k_both - [INFO] - [E:344| 200]: Train Loss:0.00092682, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:11:24,025 - wikidata12k_both - [INFO] - [E:344| 300]: Train Loss:0.00092672, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:12:28,150 - wikidata12k_both - [INFO] - [E:344| 400]: Train Loss:0.00092764, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:13:32,432 - wikidata12k_both - [INFO] - [E:344| 500]: Train Loss:0.00092783, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:14:36,585 - wikidata12k_both - [INFO] - [E:344| 600]: Train Loss:0.00092758, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:15:40,723 - wikidata12k_both - [INFO] - [E:344| 700]: Train Loss:0.00092718, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:16:44,989 - wikidata12k_both - [INFO] - [E:344| 800]: Train Loss:0.00092711, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:17:49,103 - wikidata12k_both - [INFO] - [E:344| 900]: Train Loss:0.00092744, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:18:53,226 - wikidata12k_both - [INFO] - [E:344| 1000]: Train Loss:0.00092764, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:19:57,531 - wikidata12k_both - [INFO] - [E:344| 1100]: Train Loss:0.00092769, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:21:01,730 - wikidata12k_both - [INFO] - [E:344| 1200]: Train Loss:0.0009275, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:22:06,010 - wikidata12k_both - [INFO] - [E:344| 1300]: Train Loss:0.00092736, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:23:10,236 - wikidata12k_both - [INFO] - [E:344| 1400]: Train Loss:0.00092737, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:24:14,478 - wikidata12k_both - [INFO] - [E:344| 1500]: Train Loss:0.00092741, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:25:18,700 - wikidata12k_both - [INFO] - [E:344| 1600]: Train Loss:0.00092748, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:26:00,704 - wikidata12k_both - [INFO] - [Epoch:344]: Training Loss:0.0009274
2023-06-11 02:26:00,925 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-11 02:26:22,639 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-11 02:26:29,268 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-11 02:26:51,162 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-11 02:26:57,630 - wikidata12k_both - [INFO] - [Evaluating Epoch 344 valid]:
MRR: Tail : 0.52351, Head : 0.38027, Avg : 0.45189
2023-06-11 02:26:57,630 - wikidata12k_both - [INFO] - [Epoch 344]: Training Loss: 0.00092736, Valid MRR: 0.4595,
2023-06-11 02:26:58,288 - wikidata12k_both - [INFO] - [E:345| 0]: Train Loss:0.00094472, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:28:02,504 - wikidata12k_both - [INFO] - [E:345| 100]: Train Loss:0.00092704, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:29:06,766 - wikidata12k_both - [INFO] - [E:345| 200]: Train Loss:0.00092558, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:30:11,126 - wikidata12k_both - [INFO] - [E:345| 300]: Train Loss:0.00092625, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:31:15,299 - wikidata12k_both - [INFO] - [E:345| 400]: Train Loss:0.00092599, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:32:19,410 - wikidata12k_both - [INFO] - [E:345| 500]: Train Loss:0.00092627, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:33:23,631 - wikidata12k_both - [INFO] - [E:345| 600]: Train Loss:0.00092607, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:34:27,867 - wikidata12k_both - [INFO] - [E:345| 700]: Train Loss:0.00092583, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:35:31,985 - wikidata12k_both - [INFO] - [E:345| 800]: Train Loss:0.0009258, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:36:36,188 - wikidata12k_both - [INFO] - [E:345| 900]: Train Loss:0.00092608, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:37:40,483 - wikidata12k_both - [INFO] - [E:345| 1000]: Train Loss:0.0009266, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:38:44,741 - wikidata12k_both - [INFO] - [E:345| 1100]: Train Loss:0.00092699, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:39:49,033 - wikidata12k_both - [INFO] - [E:345| 1200]: Train Loss:0.00092695, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:40:53,163 - wikidata12k_both - [INFO] - [E:345| 1300]: Train Loss:0.00092657, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:41:57,317 - wikidata12k_both - [INFO] - [E:345| 1400]: Train Loss:0.00092661, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:43:01,542 - wikidata12k_both - [INFO] - [E:345| 1500]: Train Loss:0.00092683, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:44:05,686 - wikidata12k_both - [INFO] - [E:345| 1600]: Train Loss:0.00092699, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:44:47,588 - wikidata12k_both - [INFO] - [Epoch:345]: Training Loss:0.0009269
2023-06-11 02:44:47,807 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-11 02:45:09,510 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-11 02:45:16,132 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-11 02:45:38,009 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-11 02:45:44,508 - wikidata12k_both - [INFO] - [Evaluating Epoch 345 valid]:
MRR: Tail : 0.52569, Head : 0.38282, Avg : 0.45426
2023-06-11 02:45:44,509 - wikidata12k_both - [INFO] - [Epoch 345]: Training Loss: 0.00092689, Valid MRR: 0.4595,
2023-06-11 02:45:45,164 - wikidata12k_both - [INFO] - [E:346| 0]: Train Loss:0.00093583, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:46:49,404 - wikidata12k_both - [INFO] - [E:346| 100]: Train Loss:0.00092626, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:47:53,515 - wikidata12k_both - [INFO] - [E:346| 200]: Train Loss:0.00092605, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:48:57,739 - wikidata12k_both - [INFO] - [E:346| 300]: Train Loss:0.000927, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:50:01,996 - wikidata12k_both - [INFO] - [E:346| 400]: Train Loss:0.00092681, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:51:06,209 - wikidata12k_both - [INFO] - [E:346| 500]: Train Loss:0.00092621, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:52:10,426 - wikidata12k_both - [INFO] - [E:346| 600]: Train Loss:0.0009265, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:53:14,570 - wikidata12k_both - [INFO] - [E:346| 700]: Train Loss:0.00092665, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:54:18,709 - wikidata12k_both - [INFO] - [E:346| 800]: Train Loss:0.00092697, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:55:22,978 - wikidata12k_both - [INFO] - [E:346| 900]: Train Loss:0.00092695, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:56:27,164 - wikidata12k_both - [INFO] - [E:346| 1000]: Train Loss:0.00092687, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:57:31,336 - wikidata12k_both - [INFO] - [E:346| 1100]: Train Loss:0.0009269, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:58:35,572 - wikidata12k_both - [INFO] - [E:346| 1200]: Train Loss:0.00092687, Val MRR:0.4595, wikidata12k_both
2023-06-11 02:59:39,816 - wikidata12k_both - [INFO] - [E:346| 1300]: Train Loss:0.00092719, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:00:44,104 - wikidata12k_both - [INFO] - [E:346| 1400]: Train Loss:0.00092716, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:01:48,351 - wikidata12k_both - [INFO] - [E:346| 1500]: Train Loss:0.0009273, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:02:52,562 - wikidata12k_both - [INFO] - [E:346| 1600]: Train Loss:0.00092732, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:03:34,541 - wikidata12k_both - [INFO] - [Epoch:346]: Training Loss:0.0009273
2023-06-11 03:03:34,762 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-11 03:03:56,444 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-11 03:04:03,078 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-11 03:04:24,978 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-11 03:04:31,442 - wikidata12k_both - [INFO] - [Evaluating Epoch 346 valid]:
MRR: Tail : 0.52603, Head : 0.38581, Avg : 0.45592
2023-06-11 03:04:31,442 - wikidata12k_both - [INFO] - [Epoch 346]: Training Loss: 0.00092731, Valid MRR: 0.4595,
2023-06-11 03:04:32,098 - wikidata12k_both - [INFO] - [E:347| 0]: Train Loss:0.00092461, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:05:36,276 - wikidata12k_both - [INFO] - [E:347| 100]: Train Loss:0.00092516, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:06:40,528 - wikidata12k_both - [INFO] - [E:347| 200]: Train Loss:0.00092633, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:07:44,618 - wikidata12k_both - [INFO] - [E:347| 300]: Train Loss:0.00092652, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:08:48,715 - wikidata12k_both - [INFO] - [E:347| 400]: Train Loss:0.00092661, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:09:52,966 - wikidata12k_both - [INFO] - [E:347| 500]: Train Loss:0.00092672, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:10:57,108 - wikidata12k_both - [INFO] - [E:347| 600]: Train Loss:0.00092669, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:12:01,232 - wikidata12k_both - [INFO] - [E:347| 700]: Train Loss:0.00092701, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:13:05,382 - wikidata12k_both - [INFO] - [E:347| 800]: Train Loss:0.00092708, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:14:09,492 - wikidata12k_both - [INFO] - [E:347| 900]: Train Loss:0.00092698, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:15:13,655 - wikidata12k_both - [INFO] - [E:347| 1000]: Train Loss:0.00092677, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:16:17,981 - wikidata12k_both - [INFO] - [E:347| 1100]: Train Loss:0.00092649, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:17:22,223 - wikidata12k_both - [INFO] - [E:347| 1200]: Train Loss:0.00092661, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:18:26,387 - wikidata12k_both - [INFO] - [E:347| 1300]: Train Loss:0.00092657, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:19:30,615 - wikidata12k_both - [INFO] - [E:347| 1400]: Train Loss:0.00092675, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:20:34,835 - wikidata12k_both - [INFO] - [E:347| 1500]: Train Loss:0.00092669, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:21:39,114 - wikidata12k_both - [INFO] - [E:347| 1600]: Train Loss:0.0009267, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:22:20,999 - wikidata12k_both - [INFO] - [Epoch:347]: Training Loss:0.0009269
2023-06-11 03:22:21,219 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-11 03:22:42,908 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-11 03:22:49,541 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-11 03:23:11,495 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-11 03:23:17,963 - wikidata12k_both - [INFO] - [Evaluating Epoch 347 valid]:
MRR: Tail : 0.52607, Head : 0.36971, Avg : 0.44789
2023-06-11 03:23:17,964 - wikidata12k_both - [INFO] - [Epoch 347]: Training Loss: 0.00092692, Valid MRR: 0.4595,
2023-06-11 03:23:18,622 - wikidata12k_both - [INFO] - [E:348| 0]: Train Loss:0.00092205, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:24:22,870 - wikidata12k_both - [INFO] - [E:348| 100]: Train Loss:0.00092337, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:25:27,025 - wikidata12k_both - [INFO] - [E:348| 200]: Train Loss:0.00092531, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:26:31,189 - wikidata12k_both - [INFO] - [E:348| 300]: Train Loss:0.00092505, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:27:35,393 - wikidata12k_both - [INFO] - [E:348| 400]: Train Loss:0.00092627, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:28:39,632 - wikidata12k_both - [INFO] - [E:348| 500]: Train Loss:0.0009263, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:29:43,799 - wikidata12k_both - [INFO] - [E:348| 600]: Train Loss:0.00092693, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:30:48,095 - wikidata12k_both - [INFO] - [E:348| 700]: Train Loss:0.00092692, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:31:52,214 - wikidata12k_both - [INFO] - [E:348| 800]: Train Loss:0.00092692, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:32:56,336 - wikidata12k_both - [INFO] - [E:348| 900]: Train Loss:0.00092663, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:34:00,598 - wikidata12k_both - [INFO] - [E:348| 1000]: Train Loss:0.00092647, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:35:04,829 - wikidata12k_both - [INFO] - [E:348| 1100]: Train Loss:0.00092666, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:36:09,057 - wikidata12k_both - [INFO] - [E:348| 1200]: Train Loss:0.00092684, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:37:13,262 - wikidata12k_both - [INFO] - [E:348| 1300]: Train Loss:0.00092672, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:38:17,500 - wikidata12k_both - [INFO] - [E:348| 1400]: Train Loss:0.00092697, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:39:21,697 - wikidata12k_both - [INFO] - [E:348| 1500]: Train Loss:0.00092716, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:40:25,815 - wikidata12k_both - [INFO] - [E:348| 1600]: Train Loss:0.00092701, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:41:07,747 - wikidata12k_both - [INFO] - [Epoch:348]: Training Loss:0.000927
2023-06-11 03:41:07,966 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-11 03:41:29,653 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-11 03:41:36,280 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-11 03:41:58,240 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-11 03:42:04,726 - wikidata12k_both - [INFO] - [Evaluating Epoch 348 valid]:
MRR: Tail : 0.52813, Head : 0.35983, Avg : 0.44398
2023-06-11 03:42:04,726 - wikidata12k_both - [INFO] - [Epoch 348]: Training Loss: 0.00092703, Valid MRR: 0.4595,
2023-06-11 03:42:05,382 - wikidata12k_both - [INFO] - [E:349| 0]: Train Loss:0.00090657, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:43:09,493 - wikidata12k_both - [INFO] - [E:349| 100]: Train Loss:0.00092453, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:44:13,637 - wikidata12k_both - [INFO] - [E:349| 200]: Train Loss:0.0009246, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:45:17,909 - wikidata12k_both - [INFO] - [E:349| 300]: Train Loss:0.00092507, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:46:22,014 - wikidata12k_both - [INFO] - [E:349| 400]: Train Loss:0.0009256, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:47:26,169 - wikidata12k_both - [INFO] - [E:349| 500]: Train Loss:0.00092528, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:48:30,372 - wikidata12k_both - [INFO] - [E:349| 600]: Train Loss:0.00092514, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:49:34,493 - wikidata12k_both - [INFO] - [E:349| 700]: Train Loss:0.00092534, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:50:38,618 - wikidata12k_both - [INFO] - [E:349| 800]: Train Loss:0.00092571, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:51:42,878 - wikidata12k_both - [INFO] - [E:349| 900]: Train Loss:0.00092573, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:52:47,103 - wikidata12k_both - [INFO] - [E:349| 1000]: Train Loss:0.00092605, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:53:51,389 - wikidata12k_both - [INFO] - [E:349| 1100]: Train Loss:0.00092585, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:54:55,544 - wikidata12k_both - [INFO] - [E:349| 1200]: Train Loss:0.00092597, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:55:59,675 - wikidata12k_both - [INFO] - [E:349| 1300]: Train Loss:0.00092624, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:57:03,911 - wikidata12k_both - [INFO] - [E:349| 1400]: Train Loss:0.00092659, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:58:08,040 - wikidata12k_both - [INFO] - [E:349| 1500]: Train Loss:0.00092688, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:59:12,159 - wikidata12k_both - [INFO] - [E:349| 1600]: Train Loss:0.00092687, Val MRR:0.4595, wikidata12k_both
2023-06-11 03:59:54,111 - wikidata12k_both - [INFO] - [Epoch:349]: Training Loss:0.0009268
2023-06-11 03:59:54,330 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-11 04:00:16,061 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-11 04:00:22,708 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-11 04:00:44,595 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-11 04:00:51,062 - wikidata12k_both - [INFO] - [Evaluating Epoch 349 valid]:
MRR: Tail : 0.52188, Head : 0.30862, Avg : 0.41525
MR: Tail : 837.16, Head : 872.88, Avg : 855.02
Hit-1: Tail : 0.44293, Head : 0.18854, Avg : 0.31574
Hit-3: Tail : 0.56773, Head : 0.34902, Avg : 0.45837
Hit-10: Tail : 0.66727, Head : 0.56731, Avg : 0.61729
2023-06-11 04:00:51,062 - wikidata12k_both - [INFO] - [Epoch 349]: Training Loss: 0.00092681, Valid MRR: 0.4595,
2023-06-11 04:00:51,719 - wikidata12k_both - [INFO] - [E:350| 0]: Train Loss:0.00091256, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:01:55,887 - wikidata12k_both - [INFO] - [E:350| 100]: Train Loss:0.00092442, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:03:00,114 - wikidata12k_both - [INFO] - [E:350| 200]: Train Loss:0.00092534, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:04:04,353 - wikidata12k_both - [INFO] - [E:350| 300]: Train Loss:0.00092584, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:05:08,468 - wikidata12k_both - [INFO] - [E:350| 400]: Train Loss:0.00092649, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:06:12,675 - wikidata12k_both - [INFO] - [E:350| 500]: Train Loss:0.00092677, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:07:16,780 - wikidata12k_both - [INFO] - [E:350| 600]: Train Loss:0.00092683, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:08:20,918 - wikidata12k_both - [INFO] - [E:350| 700]: Train Loss:0.00092684, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:09:25,115 - wikidata12k_both - [INFO] - [E:350| 800]: Train Loss:0.00092651, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:10:29,219 - wikidata12k_both - [INFO] - [E:350| 900]: Train Loss:0.00092624, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:11:33,330 - wikidata12k_both - [INFO] - [E:350| 1000]: Train Loss:0.00092633, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:12:37,412 - wikidata12k_both - [INFO] - [E:350| 1100]: Train Loss:0.00092615, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:13:41,552 - wikidata12k_both - [INFO] - [E:350| 1200]: Train Loss:0.00092616, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:14:45,707 - wikidata12k_both - [INFO] - [E:350| 1300]: Train Loss:0.00092632, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:15:49,914 - wikidata12k_both - [INFO] - [E:350| 1400]: Train Loss:0.00092668, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:16:54,196 - wikidata12k_both - [INFO] - [E:350| 1500]: Train Loss:0.00092653, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:17:58,502 - wikidata12k_both - [INFO] - [E:350| 1600]: Train Loss:0.00092667, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:18:40,491 - wikidata12k_both - [INFO] - [Epoch:350]: Training Loss:0.0009267
2023-06-11 04:18:40,711 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-11 04:19:02,423 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-11 04:19:09,068 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-11 04:19:30,964 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-11 04:19:37,427 - wikidata12k_both - [INFO] - [Evaluating Epoch 350 valid]:
MRR: Tail : 0.52131, Head : 0.38091, Avg : 0.45111
2023-06-11 04:19:37,427 - wikidata12k_both - [INFO] - [Epoch 350]: Training Loss: 0.00092672, Valid MRR: 0.4595,
2023-06-11 04:19:38,082 - wikidata12k_both - [INFO] - [E:351| 0]: Train Loss:0.00090097, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:20:42,315 - wikidata12k_both - [INFO] - [E:351| 100]: Train Loss:0.00092893, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:21:46,525 - wikidata12k_both - [INFO] - [E:351| 200]: Train Loss:0.00093002, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:22:50,717 - wikidata12k_both - [INFO] - [E:351| 300]: Train Loss:0.00092826, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:23:54,957 - wikidata12k_both - [INFO] - [E:351| 400]: Train Loss:0.00092822, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:24:59,092 - wikidata12k_both - [INFO] - [E:351| 500]: Train Loss:0.00092784, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:26:03,221 - wikidata12k_both - [INFO] - [E:351| 600]: Train Loss:0.00092717, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:27:07,522 - wikidata12k_both - [INFO] - [E:351| 700]: Train Loss:0.0009271, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:28:11,638 - wikidata12k_both - [INFO] - [E:351| 800]: Train Loss:0.00092688, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:29:15,803 - wikidata12k_both - [INFO] - [E:351| 900]: Train Loss:0.000927, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:30:20,039 - wikidata12k_both - [INFO] - [E:351| 1000]: Train Loss:0.00092683, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:31:24,273 - wikidata12k_both - [INFO] - [E:351| 1100]: Train Loss:0.00092709, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:32:28,536 - wikidata12k_both - [INFO] - [E:351| 1200]: Train Loss:0.00092684, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:33:32,658 - wikidata12k_both - [INFO] - [E:351| 1300]: Train Loss:0.00092659, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:34:36,850 - wikidata12k_both - [INFO] - [E:351| 1400]: Train Loss:0.00092672, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:35:41,428 - wikidata12k_both - [INFO] - [E:351| 1500]: Train Loss:0.0009269, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:37:21,821 - wikidata12k_both - [INFO] - [E:351| 1600]: Train Loss:0.00092695, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:38:35,446 - wikidata12k_both - [INFO] - [Epoch:351]: Training Loss:0.000927
2023-06-11 04:38:35,784 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 0] wikidata12k_both
2023-06-11 04:39:16,402 - wikidata12k_both - [INFO] - [Valid, Tail_Batch Step 100] wikidata12k_both
2023-06-11 04:39:28,054 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 0] wikidata12k_both
2023-06-11 04:40:08,108 - wikidata12k_both - [INFO] - [Valid, Head_Batch Step 100] wikidata12k_both
2023-06-11 04:40:20,202 - wikidata12k_both - [INFO] - [Evaluating Epoch 351 valid]:
MRR: Tail : 0.52161, Head : 0.38106, Avg : 0.45134
2023-06-11 04:40:20,202 - wikidata12k_both - [INFO] - [Epoch 351]: Training Loss: 0.00092696, Valid MRR: 0.4595,
2023-06-11 04:40:21,361 - wikidata12k_both - [INFO] - [E:352| 0]: Train Loss:0.00093139, Val MRR:0.4595, wikidata12k_both
2023-06-11 04:42:14,048 - wikidata12k_both - [INFO] - [E:352| 100]: Train Loss:0.00092585, Val MRR:0.4595, wikidata12k_both
2023-06-20 08:51:31,979 - wikidata12k_both - [INFO] - {'dataset': 'wikidata12k_both', 'name': 'wikidata12k_both', 'gpu': '2', 'train_strategy': 'one_to_n', 'opt': 'adam', 'neg_num': 1000, 'batch_size': 128, 'l2': 0.0, 'lr': 0.0001, 'max_epochs': 500, 'num_workers': 0, 'seed': 42, 'restore': False, 'lbl_smooth': 0.1, 'embed_dim': 400, 'ent_vec_dim': 400, 'rel_vec_dim': 400, 'bias': False, 'form': 'plain', 'k_w': 10, 'k_h': 20, 'num_filt': 96, 'ker_sz': 9, 'perm': 1, 'hid_drop': 0.5, 'feat_drop': 0.2, 'inp_drop': 0.2, 'drop_path': 0.0, 'drop': 0.0, 'in_channels': 1, 'out_channels': 32, 'filt_h': 1, 'filt_w': 9, 'image_h': 128, 'image_w': 128, 'patch_size': 8, 'mixer_dim': 256, 'expansion_factor': 4, 'expansion_factor_token': 0.5, 'mixer_depth': 16, 'mixer_dropout': 0.2, 'log_dir': './log/', 'config_dir': './config/', 'test_only': True, 'grid_search': False}
2023-06-20 08:51:39,417 - wikidata12k_both - [INFO] - [Test, Tail_Batch Step 0] wikidata12k_both
2023-06-20 08:52:00,575 - wikidata12k_both - [INFO] - [Test, Tail_Batch Step 100] wikidata12k_both
2023-06-20 08:52:06,369 - wikidata12k_both - [INFO] - [Test, Head_Batch Step 0] wikidata12k_both
2023-06-20 08:52:27,728 - wikidata12k_both - [INFO] - [Test, Head_Batch Step 100] wikidata12k_both
2023-06-20 08:52:33,362 - wikidata12k_both - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.489, Head : 0.35784, Avg : 0.42342
MR: Tail : 868.85, Head : 977.64, Avg : 923.25
Hit-1: Tail : 0.40624, Head : 0.27101, Avg : 0.33862
Hit-3: Tail : 0.54109, Head : 0.38913, Avg : 0.46511
Hit-10: Tail : 0.63631, Head : 0.53825, Avg : 0.58728
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