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Thesis/log/icews14_both

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update viz util
2023-06-24 04:11:17 +00:00
2023-06-20 08:57:17,458 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_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 08:58:11,240 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_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 08:58:27,431 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_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 08:59:00,182 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_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 09:10:28,470 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_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 09:10:44,532 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_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 09:11:43,262 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_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 09:17:59,104 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_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 09:22:51,618 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_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': False, 'grid_search': False}
2023-06-20 09:22:57,979 - icews14_both - [INFO] - [E:0| 0]: Train Loss:0.70005, Val MRR:0.0, icews14_both
2023-06-20 09:23:17,866 - icews14_both - [INFO] - {'dataset': 'icews14_both', 'name': 'icews14_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': False, 'grid_search': False}
2023-06-20 09:23:24,277 - icews14_both - [INFO] - [E:0| 0]: Train Loss:0.70005, Val MRR:0.0, icews14_both
2023-06-20 09:24:26,994 - icews14_both - [INFO] - [E:0| 100]: Train Loss:0.37073, Val MRR:0.0, icews14_both
2023-06-20 09:25:29,665 - icews14_both - [INFO] - [E:0| 200]: Train Loss:0.2429, Val MRR:0.0, icews14_both
2023-06-20 09:26:32,380 - icews14_both - [INFO] - [E:0| 300]: Train Loss:0.1804, Val MRR:0.0, icews14_both
2023-06-20 09:27:44,031 - icews14_both - [INFO] - [E:0| 400]: Train Loss:0.14364, Val MRR:0.0, icews14_both
2023-06-20 09:28:46,746 - icews14_both - [INFO] - [E:0| 500]: Train Loss:0.11947, Val MRR:0.0, icews14_both
2023-06-20 09:29:49,501 - icews14_both - [INFO] - [E:0| 600]: Train Loss:0.10235, Val MRR:0.0, icews14_both
2023-06-20 09:30:55,109 - icews14_both - [INFO] - [E:0| 700]: Train Loss:0.089603, Val MRR:0.0, icews14_both
2023-06-20 09:32:24,579 - icews14_both - [INFO] - [E:0| 800]: Train Loss:0.07973, Val MRR:0.0, icews14_both
2023-06-20 09:33:30,466 - icews14_both - [INFO] - [E:0| 900]: Train Loss:0.071859, Val MRR:0.0, icews14_both
2023-06-20 09:34:36,321 - icews14_both - [INFO] - [Epoch:0]: Training Loss:0.06717
2023-06-20 09:34:36,701 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 09:34:59,061 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 09:35:15,489 - icews14_both - [INFO] - [Evaluating Epoch 0 valid]:
MRR: Tail : 0.09084, Head : 0.06587, Avg : 0.07836
2023-06-20 09:35:16,722 - icews14_both - [INFO] - [Epoch 0]: Training Loss: 0.067174, Valid MRR: 0.07836,
2023-06-20 09:35:17,370 - icews14_both - [INFO] - [E:1| 0]: Train Loss:0.0073578, Val MRR:0.07836, icews14_both
2023-06-20 09:36:20,265 - icews14_both - [INFO] - [E:1| 100]: Train Loss:0.0068678, Val MRR:0.07836, icews14_both
2023-06-20 09:37:23,162 - icews14_both - [INFO] - [E:1| 200]: Train Loss:0.0064792, Val MRR:0.07836, icews14_both
2023-06-20 09:38:26,062 - icews14_both - [INFO] - [E:1| 300]: Train Loss:0.006149, Val MRR:0.07836, icews14_both
2023-06-20 09:39:47,774 - icews14_both - [INFO] - [E:1| 400]: Train Loss:0.0058636, Val MRR:0.07836, icews14_both
2023-06-20 09:41:22,561 - icews14_both - [INFO] - [E:1| 500]: Train Loss:0.0056139, Val MRR:0.07836, icews14_both
2023-06-20 09:42:55,259 - icews14_both - [INFO] - [E:1| 600]: Train Loss:0.0053948, Val MRR:0.07836, icews14_both
2023-06-20 09:44:31,336 - icews14_both - [INFO] - [E:1| 700]: Train Loss:0.0052002, Val MRR:0.07836, icews14_both
2023-06-20 09:46:07,683 - icews14_both - [INFO] - [E:1| 800]: Train Loss:0.0050262, Val MRR:0.07836, icews14_both
2023-06-20 09:47:44,874 - icews14_both - [INFO] - [E:1| 900]: Train Loss:0.0048704, Val MRR:0.07836, icews14_both
2023-06-20 09:48:50,814 - icews14_both - [INFO] - [Epoch:1]: Training Loss:0.004769
2023-06-20 09:48:51,027 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 09:49:13,511 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 09:49:34,996 - icews14_both - [INFO] - [Evaluating Epoch 1 valid]:
MRR: Tail : 0.09463, Head : 0.06912, Avg : 0.08188
2023-06-20 09:49:36,238 - icews14_both - [INFO] - [Epoch 1]: Training Loss: 0.0047694, Valid MRR: 0.08188,
2023-06-20 09:49:36,874 - icews14_both - [INFO] - [E:2| 0]: Train Loss:0.0034605, Val MRR:0.08188, icews14_both
2023-06-20 09:51:11,473 - icews14_both - [INFO] - [E:2| 100]: Train Loss:0.0033795, Val MRR:0.08188, icews14_both
2023-06-20 09:52:42,386 - icews14_both - [INFO] - [E:2| 200]: Train Loss:0.0033136, Val MRR:0.08188, icews14_both
2023-06-20 09:54:18,103 - icews14_both - [INFO] - [E:2| 300]: Train Loss:0.0032568, Val MRR:0.08188, icews14_both
2023-06-20 09:55:53,412 - icews14_both - [INFO] - [E:2| 400]: Train Loss:0.0032062, Val MRR:0.08188, icews14_both
2023-06-20 09:57:27,014 - icews14_both - [INFO] - [E:2| 500]: Train Loss:0.00316, Val MRR:0.08188, icews14_both
2023-06-20 09:59:00,221 - icews14_both - [INFO] - [E:2| 600]: Train Loss:0.0031185, Val MRR:0.08188, icews14_both
2023-06-20 10:00:34,804 - icews14_both - [INFO] - [E:2| 700]: Train Loss:0.0030793, Val MRR:0.08188, icews14_both
2023-06-20 10:02:11,426 - icews14_both - [INFO] - [E:2| 800]: Train Loss:0.0030441, Val MRR:0.08188, icews14_both
2023-06-20 10:03:45,185 - icews14_both - [INFO] - [E:2| 900]: Train Loss:0.0030115, Val MRR:0.08188, icews14_both
2023-06-20 10:04:53,554 - icews14_both - [INFO] - [Epoch:2]: Training Loss:0.00299
2023-06-20 10:04:53,944 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 10:05:14,784 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 10:05:36,120 - icews14_both - [INFO] - [Evaluating Epoch 2 valid]:
MRR: Tail : 0.09584, Head : 0.06985, Avg : 0.08285
2023-06-20 10:05:38,083 - icews14_both - [INFO] - [Epoch 2]: Training Loss: 0.0029903, Valid MRR: 0.08285,
2023-06-20 10:05:38,989 - icews14_both - [INFO] - [E:3| 0]: Train Loss:0.0027481, Val MRR:0.08285, icews14_both
2023-06-20 10:07:15,108 - icews14_both - [INFO] - [E:3| 100]: Train Loss:0.0026805, Val MRR:0.08285, icews14_both
2023-06-20 10:08:48,363 - icews14_both - [INFO] - [E:3| 200]: Train Loss:0.0026658, Val MRR:0.08285, icews14_both
2023-06-20 10:10:25,075 - icews14_both - [INFO] - [E:3| 300]: Train Loss:0.0026517, Val MRR:0.08285, icews14_both
2023-06-20 10:12:02,562 - icews14_both - [INFO] - [E:3| 400]: Train Loss:0.0026375, Val MRR:0.08285, icews14_both
2023-06-20 10:13:35,529 - icews14_both - [INFO] - [E:3| 500]: Train Loss:0.0026266, Val MRR:0.08285, icews14_both
2023-06-20 10:15:11,459 - icews14_both - [INFO] - [E:3| 600]: Train Loss:0.0026139, Val MRR:0.08285, icews14_both
2023-06-20 10:16:45,789 - icews14_both - [INFO] - [E:3| 700]: Train Loss:0.0026038, Val MRR:0.08285, icews14_both
2023-06-20 10:18:23,203 - icews14_both - [INFO] - [E:3| 800]: Train Loss:0.0025944, Val MRR:0.08285, icews14_both
2023-06-20 10:19:59,210 - icews14_both - [INFO] - [E:3| 900]: Train Loss:0.0025841, Val MRR:0.08285, icews14_both
2023-06-20 10:21:06,711 - icews14_both - [INFO] - [Epoch:3]: Training Loss:0.002578
2023-06-20 10:21:07,025 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 10:21:29,134 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 10:21:51,115 - icews14_both - [INFO] - [Evaluating Epoch 3 valid]:
MRR: Tail : 0.09537, Head : 0.07261, Avg : 0.08399
2023-06-20 10:21:52,362 - icews14_both - [INFO] - [Epoch 3]: Training Loss: 0.002578, Valid MRR: 0.08399,
2023-06-20 10:21:53,203 - icews14_both - [INFO] - [E:4| 0]: Train Loss:0.002464, Val MRR:0.08399, icews14_both
2023-06-20 10:23:28,208 - icews14_both - [INFO] - [E:4| 100]: Train Loss:0.0024784, Val MRR:0.08399, icews14_both
2023-06-20 10:25:04,319 - icews14_both - [INFO] - [E:4| 200]: Train Loss:0.0024776, Val MRR:0.08399, icews14_both
2023-06-20 10:26:40,136 - icews14_both - [INFO] - [E:4| 300]: Train Loss:0.0024753, Val MRR:0.08399, icews14_both
2023-06-20 10:28:16,315 - icews14_both - [INFO] - [E:4| 400]: Train Loss:0.0024715, Val MRR:0.08399, icews14_both
2023-06-20 10:29:52,601 - icews14_both - [INFO] - [E:4| 500]: Train Loss:0.0024691, Val MRR:0.08399, icews14_both
2023-06-20 10:31:29,836 - icews14_both - [INFO] - [E:4| 600]: Train Loss:0.0024649, Val MRR:0.08399, icews14_both
2023-06-20 10:33:05,744 - icews14_both - [INFO] - [E:4| 700]: Train Loss:0.0024612, Val MRR:0.08399, icews14_both
2023-06-20 10:34:41,569 - icews14_both - [INFO] - [E:4| 800]: Train Loss:0.0024576, Val MRR:0.08399, icews14_both
2023-06-20 10:36:14,996 - icews14_both - [INFO] - [E:4| 900]: Train Loss:0.0024549, Val MRR:0.08399, icews14_both
2023-06-20 10:37:23,418 - icews14_both - [INFO] - [Epoch:4]: Training Loss:0.002454
2023-06-20 10:37:23,804 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 10:37:46,027 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 10:38:07,938 - icews14_both - [INFO] - [Evaluating Epoch 4 valid]:
MRR: Tail : 0.10061, Head : 0.07676, Avg : 0.08869
2023-06-20 10:38:09,123 - icews14_both - [INFO] - [Epoch 4]: Training Loss: 0.0024535, Valid MRR: 0.08869,
2023-06-20 10:38:10,133 - icews14_both - [INFO] - [E:5| 0]: Train Loss:0.002421, Val MRR:0.08869, icews14_both
2023-06-20 10:39:46,121 - icews14_both - [INFO] - [E:5| 100]: Train Loss:0.0024255, Val MRR:0.08869, icews14_both
2023-06-20 10:41:22,257 - icews14_both - [INFO] - [E:5| 200]: Train Loss:0.0024236, Val MRR:0.08869, icews14_both
2023-06-20 10:42:58,945 - icews14_both - [INFO] - [E:5| 300]: Train Loss:0.0024227, Val MRR:0.08869, icews14_both
2023-06-20 10:44:36,790 - icews14_both - [INFO] - [E:5| 400]: Train Loss:0.0024205, Val MRR:0.08869, icews14_both
2023-06-20 10:46:13,361 - icews14_both - [INFO] - [E:5| 500]: Train Loss:0.0024193, Val MRR:0.08869, icews14_both
2023-06-20 10:47:50,311 - icews14_both - [INFO] - [E:5| 600]: Train Loss:0.0024176, Val MRR:0.08869, icews14_both
2023-06-20 10:49:26,252 - icews14_both - [INFO] - [E:5| 700]: Train Loss:0.0024167, Val MRR:0.08869, icews14_both
2023-06-20 10:50:54,246 - icews14_both - [INFO] - [E:5| 800]: Train Loss:0.0024152, Val MRR:0.08869, icews14_both
2023-06-20 10:51:57,167 - icews14_both - [INFO] - [E:5| 900]: Train Loss:0.0024145, Val MRR:0.08869, icews14_both
2023-06-20 10:52:41,397 - icews14_both - [INFO] - [Epoch:5]: Training Loss:0.002413
2023-06-20 10:52:41,610 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 10:52:56,244 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 10:53:09,694 - icews14_both - [INFO] - [Evaluating Epoch 5 valid]:
MRR: Tail : 0.14193, Head : 0.10833, Avg : 0.12513
2023-06-20 10:53:11,698 - icews14_both - [INFO] - [Epoch 5]: Training Loss: 0.0024134, Valid MRR: 0.12513,
2023-06-20 10:53:12,337 - icews14_both - [INFO] - [E:6| 0]: Train Loss:0.0024308, Val MRR:0.12513, icews14_both
2023-06-20 10:54:15,277 - icews14_both - [INFO] - [E:6| 100]: Train Loss:0.0023966, Val MRR:0.12513, icews14_both
2023-06-20 10:55:18,235 - icews14_both - [INFO] - [E:6| 200]: Train Loss:0.0023956, Val MRR:0.12513, icews14_both
2023-06-20 10:56:21,218 - icews14_both - [INFO] - [E:6| 300]: Train Loss:0.0023922, Val MRR:0.12513, icews14_both
2023-06-20 10:57:24,163 - icews14_both - [INFO] - [E:6| 400]: Train Loss:0.0023914, Val MRR:0.12513, icews14_both
2023-06-20 10:58:27,055 - icews14_both - [INFO] - [E:6| 500]: Train Loss:0.0023884, Val MRR:0.12513, icews14_both
2023-06-20 10:59:29,891 - icews14_both - [INFO] - [E:6| 600]: Train Loss:0.0023855, Val MRR:0.12513, icews14_both
2023-06-20 11:00:32,707 - icews14_both - [INFO] - [E:6| 700]: Train Loss:0.0023834, Val MRR:0.12513, icews14_both
2023-06-20 11:01:35,448 - icews14_both - [INFO] - [E:6| 800]: Train Loss:0.0023808, Val MRR:0.12513, icews14_both
2023-06-20 11:02:38,196 - icews14_both - [INFO] - [E:6| 900]: Train Loss:0.0023782, Val MRR:0.12513, icews14_both
2023-06-20 11:03:22,320 - icews14_both - [INFO] - [Epoch:6]: Training Loss:0.002376
2023-06-20 11:03:22,536 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 11:03:36,127 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 11:03:49,502 - icews14_both - [INFO] - [Evaluating Epoch 6 valid]:
MRR: Tail : 0.20237, Head : 0.15606, Avg : 0.17921
2023-06-20 11:03:50,766 - icews14_both - [INFO] - [Epoch 6]: Training Loss: 0.0023764, Valid MRR: 0.17921,
2023-06-20 11:03:51,411 - icews14_both - [INFO] - [E:7| 0]: Train Loss:0.002394, Val MRR:0.17921, icews14_both
2023-06-20 11:04:54,125 - icews14_both - [INFO] - [E:7| 100]: Train Loss:0.0023443, Val MRR:0.17921, icews14_both
2023-06-20 11:05:56,834 - icews14_both - [INFO] - [E:7| 200]: Train Loss:0.0023432, Val MRR:0.17921, icews14_both
2023-06-20 11:06:59,615 - icews14_both - [INFO] - [E:7| 300]: Train Loss:0.0023406, Val MRR:0.17921, icews14_both
2023-06-20 11:08:02,441 - icews14_both - [INFO] - [E:7| 400]: Train Loss:0.0023384, Val MRR:0.17921, icews14_both
2023-06-20 11:09:05,239 - icews14_both - [INFO] - [E:7| 500]: Train Loss:0.0023364, Val MRR:0.17921, icews14_both
2023-06-20 11:10:08,059 - icews14_both - [INFO] - [E:7| 600]: Train Loss:0.0023345, Val MRR:0.17921, icews14_both
2023-06-20 11:11:10,866 - icews14_both - [INFO] - [E:7| 700]: Train Loss:0.0023338, Val MRR:0.17921, icews14_both
2023-06-20 11:12:13,599 - icews14_both - [INFO] - [E:7| 800]: Train Loss:0.0023318, Val MRR:0.17921, icews14_both
2023-06-20 11:13:16,314 - icews14_both - [INFO] - [E:7| 900]: Train Loss:0.0023297, Val MRR:0.17921, icews14_both
2023-06-20 11:14:00,410 - icews14_both - [INFO] - [Epoch:7]: Training Loss:0.002328
2023-06-20 11:14:00,626 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 11:14:14,218 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 11:14:27,618 - icews14_both - [INFO] - [Evaluating Epoch 7 valid]:
MRR: Tail : 0.24272, Head : 0.1963, Avg : 0.21951
2023-06-20 11:14:28,876 - icews14_both - [INFO] - [Epoch 7]: Training Loss: 0.0023279, Valid MRR: 0.21951,
2023-06-20 11:14:29,520 - icews14_both - [INFO] - [E:8| 0]: Train Loss:0.0022688, Val MRR:0.21951, icews14_both
2023-06-20 11:15:32,258 - icews14_both - [INFO] - [E:8| 100]: Train Loss:0.0022951, Val MRR:0.21951, icews14_both
2023-06-20 11:16:34,960 - icews14_both - [INFO] - [E:8| 200]: Train Loss:0.0022958, Val MRR:0.21951, icews14_both
2023-06-20 11:17:37,665 - icews14_both - [INFO] - [E:8| 300]: Train Loss:0.0022952, Val MRR:0.21951, icews14_both
2023-06-20 11:18:40,479 - icews14_both - [INFO] - [E:8| 400]: Train Loss:0.0022937, Val MRR:0.21951, icews14_both
2023-06-20 11:19:43,268 - icews14_both - [INFO] - [E:8| 500]: Train Loss:0.0022915, Val MRR:0.21951, icews14_both
2023-06-20 11:20:46,088 - icews14_both - [INFO] - [E:8| 600]: Train Loss:0.0022899, Val MRR:0.21951, icews14_both
2023-06-20 11:21:48,900 - icews14_both - [INFO] - [E:8| 700]: Train Loss:0.0022873, Val MRR:0.21951, icews14_both
2023-06-20 11:22:51,699 - icews14_both - [INFO] - [E:8| 800]: Train Loss:0.0022851, Val MRR:0.21951, icews14_both
2023-06-20 11:23:54,511 - icews14_both - [INFO] - [E:8| 900]: Train Loss:0.0022828, Val MRR:0.21951, icews14_both
2023-06-20 11:24:38,662 - icews14_both - [INFO] - [Epoch:8]: Training Loss:0.002281
2023-06-20 11:24:38,876 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 11:24:52,478 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 11:25:05,867 - icews14_both - [INFO] - [Evaluating Epoch 8 valid]:
MRR: Tail : 0.28901, Head : 0.23344, Avg : 0.26123
2023-06-20 11:25:07,133 - icews14_both - [INFO] - [Epoch 8]: Training Loss: 0.0022814, Valid MRR: 0.26123,
2023-06-20 11:25:07,771 - icews14_both - [INFO] - [E:9| 0]: Train Loss:0.0021959, Val MRR:0.26123, icews14_both
2023-06-20 11:26:10,577 - icews14_both - [INFO] - [E:9| 100]: Train Loss:0.0022475, Val MRR:0.26123, icews14_both
2023-06-20 11:27:13,293 - icews14_both - [INFO] - [E:9| 200]: Train Loss:0.0022489, Val MRR:0.26123, icews14_both
2023-06-20 11:28:16,019 - icews14_both - [INFO] - [E:9| 300]: Train Loss:0.002249, Val MRR:0.26123, icews14_both
2023-06-20 11:29:18,699 - icews14_both - [INFO] - [E:9| 400]: Train Loss:0.002249, Val MRR:0.26123, icews14_both
2023-06-20 11:30:21,407 - icews14_both - [INFO] - [E:9| 500]: Train Loss:0.0022469, Val MRR:0.26123, icews14_both
2023-06-20 11:31:24,154 - icews14_both - [INFO] - [E:9| 600]: Train Loss:0.0022459, Val MRR:0.26123, icews14_both
2023-06-20 11:32:26,862 - icews14_both - [INFO] - [E:9| 700]: Train Loss:0.0022441, Val MRR:0.26123, icews14_both
2023-06-20 11:33:29,563 - icews14_both - [INFO] - [E:9| 800]: Train Loss:0.0022432, Val MRR:0.26123, icews14_both
2023-06-20 11:34:32,296 - icews14_both - [INFO] - [E:9| 900]: Train Loss:0.0022405, Val MRR:0.26123, icews14_both
2023-06-20 11:35:16,399 - icews14_both - [INFO] - [Epoch:9]: Training Loss:0.002239
2023-06-20 11:35:16,612 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 11:35:30,209 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 11:35:43,592 - icews14_both - [INFO] - [Evaluating Epoch 9 valid]:
MRR: Tail : 0.31107, Head : 0.25273, Avg : 0.2819
MR: Tail : 378.45, Head : 415.59, Avg : 397.02
Hit-1: Tail : 0.22141, Head : 0.17222, Avg : 0.19681
Hit-3: Tail : 0.35067, Head : 0.27487, Avg : 0.31277
Hit-10: Tail : 0.47687, Head : 0.41877, Avg : 0.44782
2023-06-20 11:35:44,831 - icews14_both - [INFO] - [Epoch 9]: Training Loss: 0.0022394, Valid MRR: 0.2819,
2023-06-20 11:35:45,474 - icews14_both - [INFO] - [E:10| 0]: Train Loss:0.0022452, Val MRR:0.2819, icews14_both
2023-06-20 11:36:48,274 - icews14_both - [INFO] - [E:10| 100]: Train Loss:0.0022043, Val MRR:0.2819, icews14_both
2023-06-20 11:37:51,094 - icews14_both - [INFO] - [E:10| 200]: Train Loss:0.0022101, Val MRR:0.2819, icews14_both
2023-06-20 11:38:53,891 - icews14_both - [INFO] - [E:10| 300]: Train Loss:0.0022091, Val MRR:0.2819, icews14_both
2023-06-20 11:39:56,663 - icews14_both - [INFO] - [E:10| 400]: Train Loss:0.0022059, Val MRR:0.2819, icews14_both
2023-06-20 11:40:59,464 - icews14_both - [INFO] - [E:10| 500]: Train Loss:0.0022065, Val MRR:0.2819, icews14_both
2023-06-20 11:42:02,273 - icews14_both - [INFO] - [E:10| 600]: Train Loss:0.0022063, Val MRR:0.2819, icews14_both
2023-06-20 11:43:05,069 - icews14_both - [INFO] - [E:10| 700]: Train Loss:0.0022055, Val MRR:0.2819, icews14_both
2023-06-20 11:44:07,915 - icews14_both - [INFO] - [E:10| 800]: Train Loss:0.0022047, Val MRR:0.2819, icews14_both
2023-06-20 11:45:10,764 - icews14_both - [INFO] - [E:10| 900]: Train Loss:0.0022041, Val MRR:0.2819, icews14_both
2023-06-20 11:45:54,930 - icews14_both - [INFO] - [Epoch:10]: Training Loss:0.002204
2023-06-20 11:45:55,144 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 11:46:08,727 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 11:46:22,090 - icews14_both - [INFO] - [Evaluating Epoch 10 valid]:
MRR: Tail : 0.33137, Head : 0.27016, Avg : 0.30076
2023-06-20 11:46:23,364 - icews14_both - [INFO] - [Epoch 10]: Training Loss: 0.0022039, Valid MRR: 0.30076,
2023-06-20 11:46:24,004 - icews14_both - [INFO] - [E:11| 0]: Train Loss:0.0022553, Val MRR:0.30076, icews14_both
2023-06-20 11:47:26,680 - icews14_both - [INFO] - [E:11| 100]: Train Loss:0.0021719, Val MRR:0.30076, icews14_both
2023-06-20 11:48:29,354 - icews14_both - [INFO] - [E:11| 200]: Train Loss:0.0021736, Val MRR:0.30076, icews14_both
2023-06-20 11:49:32,048 - icews14_both - [INFO] - [E:11| 300]: Train Loss:0.0021762, Val MRR:0.30076, icews14_both
2023-06-20 11:50:34,735 - icews14_both - [INFO] - [E:11| 400]: Train Loss:0.0021764, Val MRR:0.30076, icews14_both
2023-06-20 11:51:37,421 - icews14_both - [INFO] - [E:11| 500]: Train Loss:0.002175, Val MRR:0.30076, icews14_both
2023-06-20 11:52:40,078 - icews14_both - [INFO] - [E:11| 600]: Train Loss:0.0021742, Val MRR:0.30076, icews14_both
2023-06-20 11:53:42,772 - icews14_both - [INFO] - [E:11| 700]: Train Loss:0.0021726, Val MRR:0.30076, icews14_both
2023-06-20 11:54:45,442 - icews14_both - [INFO] - [E:11| 800]: Train Loss:0.0021726, Val MRR:0.30076, icews14_both
2023-06-20 11:55:48,125 - icews14_both - [INFO] - [E:11| 900]: Train Loss:0.0021717, Val MRR:0.30076, icews14_both
2023-06-20 11:56:32,196 - icews14_both - [INFO] - [Epoch:11]: Training Loss:0.002172
2023-06-20 11:56:32,414 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 11:56:45,994 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 11:56:59,397 - icews14_both - [INFO] - [Evaluating Epoch 11 valid]:
MRR: Tail : 0.34728, Head : 0.28068, Avg : 0.31398
2023-06-20 11:57:00,659 - icews14_both - [INFO] - [Epoch 11]: Training Loss: 0.0021716, Valid MRR: 0.31398,
2023-06-20 11:57:01,298 - icews14_both - [INFO] - [E:12| 0]: Train Loss:0.0021803, Val MRR:0.31398, icews14_both
2023-06-20 11:58:04,031 - icews14_both - [INFO] - [E:12| 100]: Train Loss:0.0021506, Val MRR:0.31398, icews14_both
2023-06-20 11:59:06,729 - icews14_both - [INFO] - [E:12| 200]: Train Loss:0.0021476, Val MRR:0.31398, icews14_both
2023-06-20 12:00:09,444 - icews14_both - [INFO] - [E:12| 300]: Train Loss:0.0021455, Val MRR:0.31398, icews14_both
2023-06-20 12:01:12,157 - icews14_both - [INFO] - [E:12| 400]: Train Loss:0.0021453, Val MRR:0.31398, icews14_both
2023-06-20 12:02:14,866 - icews14_both - [INFO] - [E:12| 500]: Train Loss:0.0021448, Val MRR:0.31398, icews14_both
2023-06-20 12:03:17,581 - icews14_both - [INFO] - [E:12| 600]: Train Loss:0.0021443, Val MRR:0.31398, icews14_both
2023-06-20 12:04:20,288 - icews14_both - [INFO] - [E:12| 700]: Train Loss:0.0021446, Val MRR:0.31398, icews14_both
2023-06-20 12:05:23,001 - icews14_both - [INFO] - [E:12| 800]: Train Loss:0.0021438, Val MRR:0.31398, icews14_both
2023-06-20 12:06:25,758 - icews14_both - [INFO] - [E:12| 900]: Train Loss:0.0021428, Val MRR:0.31398, icews14_both
2023-06-20 12:07:09,904 - icews14_both - [INFO] - [Epoch:12]: Training Loss:0.002143
2023-06-20 12:07:10,118 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 12:07:23,721 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 12:07:37,111 - icews14_both - [INFO] - [Evaluating Epoch 12 valid]:
MRR: Tail : 0.35468, Head : 0.29346, Avg : 0.32407
2023-06-20 12:07:38,327 - icews14_both - [INFO] - [Epoch 12]: Training Loss: 0.0021429, Valid MRR: 0.32407,
2023-06-20 12:07:38,975 - icews14_both - [INFO] - [E:13| 0]: Train Loss:0.002044, Val MRR:0.32407, icews14_both
2023-06-20 12:08:41,709 - icews14_both - [INFO] - [E:13| 100]: Train Loss:0.0021127, Val MRR:0.32407, icews14_both
2023-06-20 12:09:44,447 - icews14_both - [INFO] - [E:13| 200]: Train Loss:0.0021171, Val MRR:0.32407, icews14_both
2023-06-20 12:10:47,180 - icews14_both - [INFO] - [E:13| 300]: Train Loss:0.0021166, Val MRR:0.32407, icews14_both
2023-06-20 12:11:49,911 - icews14_both - [INFO] - [E:13| 400]: Train Loss:0.002118, Val MRR:0.32407, icews14_both
2023-06-20 12:12:52,625 - icews14_both - [INFO] - [E:13| 500]: Train Loss:0.0021172, Val MRR:0.32407, icews14_both
2023-06-20 12:13:55,342 - icews14_both - [INFO] - [E:13| 600]: Train Loss:0.0021167, Val MRR:0.32407, icews14_both
2023-06-20 12:14:58,045 - icews14_both - [INFO] - [E:13| 700]: Train Loss:0.0021169, Val MRR:0.32407, icews14_both
2023-06-20 12:16:00,755 - icews14_both - [INFO] - [E:13| 800]: Train Loss:0.002117, Val MRR:0.32407, icews14_both
2023-06-20 12:17:03,478 - icews14_both - [INFO] - [E:13| 900]: Train Loss:0.0021173, Val MRR:0.32407, icews14_both
2023-06-20 12:17:47,568 - icews14_both - [INFO] - [Epoch:13]: Training Loss:0.002117
2023-06-20 12:17:47,781 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 12:18:01,364 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 12:18:14,749 - icews14_both - [INFO] - [Evaluating Epoch 13 valid]:
MRR: Tail : 0.36224, Head : 0.3064, Avg : 0.33432
2023-06-20 12:18:16,022 - icews14_both - [INFO] - [Epoch 13]: Training Loss: 0.0021173, Valid MRR: 0.33432,
2023-06-20 12:18:16,661 - icews14_both - [INFO] - [E:14| 0]: Train Loss:0.0021135, Val MRR:0.33432, icews14_both
2023-06-20 12:19:19,426 - icews14_both - [INFO] - [E:14| 100]: Train Loss:0.0020879, Val MRR:0.33432, icews14_both
2023-06-20 12:20:22,174 - icews14_both - [INFO] - [E:14| 200]: Train Loss:0.0020928, Val MRR:0.33432, icews14_both
2023-06-20 12:21:24,917 - icews14_both - [INFO] - [E:14| 300]: Train Loss:0.0020953, Val MRR:0.33432, icews14_both
2023-06-20 12:22:27,670 - icews14_both - [INFO] - [E:14| 400]: Train Loss:0.0020939, Val MRR:0.33432, icews14_both
2023-06-20 12:23:30,443 - icews14_both - [INFO] - [E:14| 500]: Train Loss:0.0020947, Val MRR:0.33432, icews14_both
2023-06-20 12:24:33,143 - icews14_both - [INFO] - [E:14| 600]: Train Loss:0.0020936, Val MRR:0.33432, icews14_both
2023-06-20 12:25:36,158 - icews14_both - [INFO] - [E:14| 700]: Train Loss:0.0020926, Val MRR:0.33432, icews14_both
2023-06-20 12:26:38,931 - icews14_both - [INFO] - [E:14| 800]: Train Loss:0.0020921, Val MRR:0.33432, icews14_both
2023-06-20 12:27:41,705 - icews14_both - [INFO] - [E:14| 900]: Train Loss:0.0020916, Val MRR:0.33432, icews14_both
2023-06-20 12:28:25,857 - icews14_both - [INFO] - [Epoch:14]: Training Loss:0.002092
2023-06-20 12:28:26,070 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 12:28:39,689 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 12:28:54,119 - icews14_both - [INFO] - [Evaluating Epoch 14 valid]:
MRR: Tail : 0.36874, Head : 0.31516, Avg : 0.34195
2023-06-20 12:28:57,486 - icews14_both - [INFO] - [Epoch 14]: Training Loss: 0.0020921, Valid MRR: 0.34195,
2023-06-20 12:28:58,139 - icews14_both - [INFO] - [E:15| 0]: Train Loss:0.0020798, Val MRR:0.34195, icews14_both
2023-06-20 12:30:00,957 - icews14_both - [INFO] - [E:15| 100]: Train Loss:0.0020695, Val MRR:0.34195, icews14_both
2023-06-20 12:31:03,763 - icews14_both - [INFO] - [E:15| 200]: Train Loss:0.0020703, Val MRR:0.34195, icews14_both
2023-06-20 12:32:06,598 - icews14_both - [INFO] - [E:15| 300]: Train Loss:0.0020724, Val MRR:0.34195, icews14_both
2023-06-20 12:33:09,455 - icews14_both - [INFO] - [E:15| 400]: Train Loss:0.0020703, Val MRR:0.34195, icews14_both
2023-06-20 12:34:12,344 - icews14_both - [INFO] - [E:15| 500]: Train Loss:0.0020696, Val MRR:0.34195, icews14_both
2023-06-20 12:35:15,201 - icews14_both - [INFO] - [E:15| 600]: Train Loss:0.0020702, Val MRR:0.34195, icews14_both
2023-06-20 12:36:18,043 - icews14_both - [INFO] - [E:15| 700]: Train Loss:0.00207, Val MRR:0.34195, icews14_both
2023-06-20 12:37:20,889 - icews14_both - [INFO] - [E:15| 800]: Train Loss:0.0020693, Val MRR:0.34195, icews14_both
2023-06-20 12:38:23,771 - icews14_both - [INFO] - [E:15| 900]: Train Loss:0.0020697, Val MRR:0.34195, icews14_both
2023-06-20 12:39:07,952 - icews14_both - [INFO] - [Epoch:15]: Training Loss:0.00207
2023-06-20 12:39:08,167 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 12:39:21,791 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 12:39:35,198 - icews14_both - [INFO] - [Evaluating Epoch 15 valid]:
MRR: Tail : 0.37555, Head : 0.3216, Avg : 0.34857
2023-06-20 12:39:40,941 - icews14_both - [INFO] - [Epoch 15]: Training Loss: 0.0020698, Valid MRR: 0.34857,
2023-06-20 12:39:41,596 - icews14_both - [INFO] - [E:16| 0]: Train Loss:0.0020232, Val MRR:0.34857, icews14_both
2023-06-20 12:40:44,555 - icews14_both - [INFO] - [E:16| 100]: Train Loss:0.0020437, Val MRR:0.34857, icews14_both
2023-06-20 12:41:47,468 - icews14_both - [INFO] - [E:16| 200]: Train Loss:0.0020483, Val MRR:0.34857, icews14_both
2023-06-20 12:42:50,397 - icews14_both - [INFO] - [E:16| 300]: Train Loss:0.0020493, Val MRR:0.34857, icews14_both
2023-06-20 12:43:53,309 - icews14_both - [INFO] - [E:16| 400]: Train Loss:0.0020494, Val MRR:0.34857, icews14_both
2023-06-20 12:44:56,201 - icews14_both - [INFO] - [E:16| 500]: Train Loss:0.0020493, Val MRR:0.34857, icews14_both
2023-06-20 12:45:59,060 - icews14_both - [INFO] - [E:16| 600]: Train Loss:0.0020492, Val MRR:0.34857, icews14_both
2023-06-20 12:47:01,903 - icews14_both - [INFO] - [E:16| 700]: Train Loss:0.0020499, Val MRR:0.34857, icews14_both
2023-06-20 12:48:04,731 - icews14_both - [INFO] - [E:16| 800]: Train Loss:0.0020506, Val MRR:0.34857, icews14_both
2023-06-20 12:49:07,559 - icews14_both - [INFO] - [E:16| 900]: Train Loss:0.0020502, Val MRR:0.34857, icews14_both
2023-06-20 12:49:51,739 - icews14_both - [INFO] - [Epoch:16]: Training Loss:0.00205
2023-06-20 12:49:51,956 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 12:50:05,565 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 12:50:18,949 - icews14_both - [INFO] - [Evaluating Epoch 16 valid]:
MRR: Tail : 0.38285, Head : 0.33001, Avg : 0.35643
2023-06-20 12:50:20,334 - icews14_both - [INFO] - [Epoch 16]: Training Loss: 0.0020502, Valid MRR: 0.35643,
2023-06-20 12:50:20,977 - icews14_both - [INFO] - [E:17| 0]: Train Loss:0.0020674, Val MRR:0.35643, icews14_both
2023-06-20 12:51:23,793 - icews14_both - [INFO] - [E:17| 100]: Train Loss:0.002025, Val MRR:0.35643, icews14_both
2023-06-20 12:52:26,622 - icews14_both - [INFO] - [E:17| 200]: Train Loss:0.0020288, Val MRR:0.35643, icews14_both
2023-06-20 12:53:29,451 - icews14_both - [INFO] - [E:17| 300]: Train Loss:0.0020301, Val MRR:0.35643, icews14_both
2023-06-20 12:54:32,255 - icews14_both - [INFO] - [E:17| 400]: Train Loss:0.0020309, Val MRR:0.35643, icews14_both
2023-06-20 12:55:35,070 - icews14_both - [INFO] - [E:17| 500]: Train Loss:0.0020321, Val MRR:0.35643, icews14_both
2023-06-20 12:56:37,910 - icews14_both - [INFO] - [E:17| 600]: Train Loss:0.002033, Val MRR:0.35643, icews14_both
2023-06-20 12:57:40,768 - icews14_both - [INFO] - [E:17| 700]: Train Loss:0.0020334, Val MRR:0.35643, icews14_both
2023-06-20 12:58:43,585 - icews14_both - [INFO] - [E:17| 800]: Train Loss:0.002033, Val MRR:0.35643, icews14_both
2023-06-20 12:59:46,404 - icews14_both - [INFO] - [E:17| 900]: Train Loss:0.0020338, Val MRR:0.35643, icews14_both
2023-06-20 13:00:30,585 - icews14_both - [INFO] - [Epoch:17]: Training Loss:0.002034
2023-06-20 13:00:30,803 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 13:00:44,416 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 13:00:57,809 - icews14_both - [INFO] - [Evaluating Epoch 17 valid]:
MRR: Tail : 0.38318, Head : 0.33317, Avg : 0.35818
2023-06-20 13:00:59,090 - icews14_both - [INFO] - [Epoch 17]: Training Loss: 0.0020339, Valid MRR: 0.35818,
2023-06-20 13:00:59,736 - icews14_both - [INFO] - [E:18| 0]: Train Loss:0.0019766, Val MRR:0.35818, icews14_both
2023-06-20 13:02:02,554 - icews14_both - [INFO] - [E:18| 100]: Train Loss:0.0020132, Val MRR:0.35818, icews14_both
2023-06-20 13:03:05,391 - icews14_both - [INFO] - [E:18| 200]: Train Loss:0.0020122, Val MRR:0.35818, icews14_both
2023-06-20 13:04:08,209 - icews14_both - [INFO] - [E:18| 300]: Train Loss:0.0020124, Val MRR:0.35818, icews14_both
2023-06-20 13:05:11,053 - icews14_both - [INFO] - [E:18| 400]: Train Loss:0.002014, Val MRR:0.35818, icews14_both
2023-06-20 13:06:13,894 - icews14_both - [INFO] - [E:18| 500]: Train Loss:0.0020141, Val MRR:0.35818, icews14_both
2023-06-20 13:07:16,751 - icews14_both - [INFO] - [E:18| 600]: Train Loss:0.002015, Val MRR:0.35818, icews14_both
2023-06-20 13:08:19,688 - icews14_both - [INFO] - [E:18| 700]: Train Loss:0.0020166, Val MRR:0.35818, icews14_both
2023-06-20 13:09:22,595 - icews14_both - [INFO] - [E:18| 800]: Train Loss:0.0020185, Val MRR:0.35818, icews14_both
2023-06-20 13:10:26,598 - icews14_both - [INFO] - [E:18| 900]: Train Loss:0.0020192, Val MRR:0.35818, icews14_both
2023-06-20 13:11:10,773 - icews14_both - [INFO] - [Epoch:18]: Training Loss:0.002019
2023-06-20 13:11:11,218 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 13:11:24,854 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 13:11:38,264 - icews14_both - [INFO] - [Evaluating Epoch 18 valid]:
MRR: Tail : 0.39204, Head : 0.34097, Avg : 0.3665
2023-06-20 13:11:40,583 - icews14_both - [INFO] - [Epoch 18]: Training Loss: 0.0020192, Valid MRR: 0.3665,
2023-06-20 13:11:41,227 - icews14_both - [INFO] - [E:19| 0]: Train Loss:0.002034, Val MRR:0.3665, icews14_both
2023-06-20 13:12:44,094 - icews14_both - [INFO] - [E:19| 100]: Train Loss:0.0020008, Val MRR:0.3665, icews14_both
2023-06-20 13:13:46,975 - icews14_both - [INFO] - [E:19| 200]: Train Loss:0.0019994, Val MRR:0.3665, icews14_both
2023-06-20 13:14:49,842 - icews14_both - [INFO] - [E:19| 300]: Train Loss:0.0020006, Val MRR:0.3665, icews14_both
2023-06-20 13:15:52,669 - icews14_both - [INFO] - [E:19| 400]: Train Loss:0.0020027, Val MRR:0.3665, icews14_both
2023-06-20 13:16:55,483 - icews14_both - [INFO] - [E:19| 500]: Train Loss:0.0020033, Val MRR:0.3665, icews14_both
2023-06-20 13:17:58,304 - icews14_both - [INFO] - [E:19| 600]: Train Loss:0.0020051, Val MRR:0.3665, icews14_both
2023-06-20 13:19:01,127 - icews14_both - [INFO] - [E:19| 700]: Train Loss:0.0020059, Val MRR:0.3665, icews14_both
2023-06-20 13:20:03,965 - icews14_both - [INFO] - [E:19| 800]: Train Loss:0.0020066, Val MRR:0.3665, icews14_both
2023-06-20 13:21:06,786 - icews14_both - [INFO] - [E:19| 900]: Train Loss:0.0020066, Val MRR:0.3665, icews14_both
2023-06-20 13:21:50,958 - icews14_both - [INFO] - [Epoch:19]: Training Loss:0.002007
2023-06-20 13:21:51,176 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 13:22:04,792 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 13:22:18,200 - icews14_both - [INFO] - [Evaluating Epoch 19 valid]:
MRR: Tail : 0.39377, Head : 0.34227, Avg : 0.36802
MR: Tail : 248.09, Head : 269.88, Avg : 258.98
Hit-1: Tail : 0.2922, Head : 0.2413, Avg : 0.26675
Hit-3: Tail : 0.44257, Head : 0.38704, Avg : 0.41481
Hit-10: Tail : 0.58684, Head : 0.53765, Avg : 0.56225
2023-06-20 13:22:20,838 - icews14_both - [INFO] - [Epoch 19]: Training Loss: 0.002007, Valid MRR: 0.36802,
2023-06-20 13:22:21,494 - icews14_both - [INFO] - [E:20| 0]: Train Loss:0.0019812, Val MRR:0.36802, icews14_both
2023-06-20 13:23:24,315 - icews14_both - [INFO] - [E:20| 100]: Train Loss:0.0019862, Val MRR:0.36802, icews14_both
2023-06-20 13:24:27,097 - icews14_both - [INFO] - [E:20| 200]: Train Loss:0.0019889, Val MRR:0.36802, icews14_both
2023-06-20 13:25:29,882 - icews14_both - [INFO] - [E:20| 300]: Train Loss:0.0019896, Val MRR:0.36802, icews14_both
2023-06-20 13:26:32,662 - icews14_both - [INFO] - [E:20| 400]: Train Loss:0.00199, Val MRR:0.36802, icews14_both
2023-06-20 13:27:35,420 - icews14_both - [INFO] - [E:20| 500]: Train Loss:0.0019919, Val MRR:0.36802, icews14_both
2023-06-20 13:28:38,126 - icews14_both - [INFO] - [E:20| 600]: Train Loss:0.001992, Val MRR:0.36802, icews14_both
2023-06-20 13:29:40,861 - icews14_both - [INFO] - [E:20| 700]: Train Loss:0.001993, Val MRR:0.36802, icews14_both
2023-06-20 13:30:43,584 - icews14_both - [INFO] - [E:20| 800]: Train Loss:0.0019937, Val MRR:0.36802, icews14_both
2023-06-20 13:31:46,329 - icews14_both - [INFO] - [E:20| 900]: Train Loss:0.0019945, Val MRR:0.36802, icews14_both
2023-06-20 13:32:30,448 - icews14_both - [INFO] - [Epoch:20]: Training Loss:0.001995
2023-06-20 13:32:30,666 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 13:32:44,263 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 13:32:57,653 - icews14_both - [INFO] - [Evaluating Epoch 20 valid]:
MRR: Tail : 0.39763, Head : 0.34556, Avg : 0.37159
2023-06-20 13:32:58,922 - icews14_both - [INFO] - [Epoch 20]: Training Loss: 0.0019947, Valid MRR: 0.37159,
2023-06-20 13:32:59,564 - icews14_both - [INFO] - [E:21| 0]: Train Loss:0.0019794, Val MRR:0.37159, icews14_both
2023-06-20 13:34:02,280 - icews14_both - [INFO] - [E:21| 100]: Train Loss:0.0019666, Val MRR:0.37159, icews14_both
2023-06-20 13:35:04,996 - icews14_both - [INFO] - [E:21| 200]: Train Loss:0.0019711, Val MRR:0.37159, icews14_both
2023-06-20 13:36:07,712 - icews14_both - [INFO] - [E:21| 300]: Train Loss:0.0019728, Val MRR:0.37159, icews14_both
2023-06-20 13:37:10,426 - icews14_both - [INFO] - [E:21| 400]: Train Loss:0.0019771, Val MRR:0.37159, icews14_both
2023-06-20 13:38:13,155 - icews14_both - [INFO] - [E:21| 500]: Train Loss:0.0019785, Val MRR:0.37159, icews14_both
2023-06-20 13:39:15,868 - icews14_both - [INFO] - [E:21| 600]: Train Loss:0.0019797, Val MRR:0.37159, icews14_both
2023-06-20 13:40:18,609 - icews14_both - [INFO] - [E:21| 700]: Train Loss:0.001981, Val MRR:0.37159, icews14_both
2023-06-20 13:41:21,349 - icews14_both - [INFO] - [E:21| 800]: Train Loss:0.0019823, Val MRR:0.37159, icews14_both
2023-06-20 13:42:24,078 - icews14_both - [INFO] - [E:21| 900]: Train Loss:0.0019837, Val MRR:0.37159, icews14_both
2023-06-20 13:43:08,214 - icews14_both - [INFO] - [Epoch:21]: Training Loss:0.001984
2023-06-20 13:43:08,428 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 13:43:22,022 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 13:43:35,410 - icews14_both - [INFO] - [Evaluating Epoch 21 valid]:
MRR: Tail : 0.39574, Head : 0.34916, Avg : 0.37245
2023-06-20 13:43:36,690 - icews14_both - [INFO] - [Epoch 21]: Training Loss: 0.0019843, Valid MRR: 0.37245,
2023-06-20 13:43:37,333 - icews14_both - [INFO] - [E:22| 0]: Train Loss:0.0019412, Val MRR:0.37245, icews14_both
2023-06-20 13:44:40,046 - icews14_both - [INFO] - [E:22| 100]: Train Loss:0.0019707, Val MRR:0.37245, icews14_both
2023-06-20 13:45:42,760 - icews14_both - [INFO] - [E:22| 200]: Train Loss:0.0019678, Val MRR:0.37245, icews14_both
2023-06-20 13:46:45,511 - icews14_both - [INFO] - [E:22| 300]: Train Loss:0.0019673, Val MRR:0.37245, icews14_both
2023-06-20 13:47:48,248 - icews14_both - [INFO] - [E:22| 400]: Train Loss:0.0019687, Val MRR:0.37245, icews14_both
2023-06-20 13:48:50,960 - icews14_both - [INFO] - [E:22| 500]: Train Loss:0.0019698, Val MRR:0.37245, icews14_both
2023-06-20 13:49:53,662 - icews14_both - [INFO] - [E:22| 600]: Train Loss:0.0019704, Val MRR:0.37245, icews14_both
2023-06-20 13:50:56,386 - icews14_both - [INFO] - [E:22| 700]: Train Loss:0.0019721, Val MRR:0.37245, icews14_both
2023-06-20 13:51:59,116 - icews14_both - [INFO] - [E:22| 800]: Train Loss:0.0019724, Val MRR:0.37245, icews14_both
2023-06-20 13:53:01,824 - icews14_both - [INFO] - [E:22| 900]: Train Loss:0.0019732, Val MRR:0.37245, icews14_both
2023-06-20 13:53:45,929 - icews14_both - [INFO] - [Epoch:22]: Training Loss:0.001974
2023-06-20 13:53:46,146 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 13:53:59,741 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 13:54:13,129 - icews14_both - [INFO] - [Evaluating Epoch 22 valid]:
MRR: Tail : 0.4, Head : 0.3472, Avg : 0.3736
2023-06-20 13:54:14,401 - icews14_both - [INFO] - [Epoch 22]: Training Loss: 0.0019745, Valid MRR: 0.3736,
2023-06-20 13:54:15,047 - icews14_both - [INFO] - [E:23| 0]: Train Loss:0.0019568, Val MRR:0.3736, icews14_both
2023-06-20 13:55:17,760 - icews14_both - [INFO] - [E:23| 100]: Train Loss:0.001961, Val MRR:0.3736, icews14_both
2023-06-20 13:56:20,478 - icews14_both - [INFO] - [E:23| 200]: Train Loss:0.0019608, Val MRR:0.3736, icews14_both
2023-06-20 13:57:23,196 - icews14_both - [INFO] - [E:23| 300]: Train Loss:0.0019611, Val MRR:0.3736, icews14_both
2023-06-20 13:58:25,923 - icews14_both - [INFO] - [E:23| 400]: Train Loss:0.0019611, Val MRR:0.3736, icews14_both
2023-06-20 13:59:28,653 - icews14_both - [INFO] - [E:23| 500]: Train Loss:0.0019608, Val MRR:0.3736, icews14_both
2023-06-20 14:00:31,356 - icews14_both - [INFO] - [E:23| 600]: Train Loss:0.0019612, Val MRR:0.3736, icews14_both
2023-06-20 14:01:34,088 - icews14_both - [INFO] - [E:23| 700]: Train Loss:0.0019626, Val MRR:0.3736, icews14_both
2023-06-20 14:02:36,817 - icews14_both - [INFO] - [E:23| 800]: Train Loss:0.0019635, Val MRR:0.3736, icews14_both
2023-06-20 14:03:39,524 - icews14_both - [INFO] - [E:23| 900]: Train Loss:0.0019641, Val MRR:0.3736, icews14_both
2023-06-20 14:04:23,642 - icews14_both - [INFO] - [Epoch:23]: Training Loss:0.001965
2023-06-20 14:04:23,856 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 14:04:37,464 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 14:04:50,846 - icews14_both - [INFO] - [Evaluating Epoch 23 valid]:
MRR: Tail : 0.40031, Head : 0.35305, Avg : 0.37668
2023-06-20 14:04:52,125 - icews14_both - [INFO] - [Epoch 23]: Training Loss: 0.0019651, Valid MRR: 0.37668,
2023-06-20 14:04:52,763 - icews14_both - [INFO] - [E:24| 0]: Train Loss:0.0019875, Val MRR:0.37668, icews14_both
2023-06-20 14:05:55,480 - icews14_both - [INFO] - [E:24| 100]: Train Loss:0.0019462, Val MRR:0.37668, icews14_both
2023-06-20 14:06:58,200 - icews14_both - [INFO] - [E:24| 200]: Train Loss:0.0019467, Val MRR:0.37668, icews14_both
2023-06-20 14:08:00,881 - icews14_both - [INFO] - [E:24| 300]: Train Loss:0.0019474, Val MRR:0.37668, icews14_both
2023-06-20 14:09:03,609 - icews14_both - [INFO] - [E:24| 400]: Train Loss:0.0019501, Val MRR:0.37668, icews14_both
2023-06-20 14:10:06,352 - icews14_both - [INFO] - [E:24| 500]: Train Loss:0.0019512, Val MRR:0.37668, icews14_both
2023-06-20 14:11:09,113 - icews14_both - [INFO] - [E:24| 600]: Train Loss:0.0019524, Val MRR:0.37668, icews14_both
2023-06-20 14:12:11,872 - icews14_both - [INFO] - [E:24| 700]: Train Loss:0.0019541, Val MRR:0.37668, icews14_both
2023-06-20 14:13:14,607 - icews14_both - [INFO] - [E:24| 800]: Train Loss:0.0019552, Val MRR:0.37668, icews14_both
2023-06-20 14:14:17,313 - icews14_both - [INFO] - [E:24| 900]: Train Loss:0.0019557, Val MRR:0.37668, icews14_both
2023-06-20 14:15:01,430 - icews14_both - [INFO] - [Epoch:24]: Training Loss:0.001957
2023-06-20 14:15:01,647 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 14:15:15,248 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 14:15:28,643 - icews14_both - [INFO] - [Evaluating Epoch 24 valid]:
MRR: Tail : 0.40289, Head : 0.35296, Avg : 0.37793
2023-06-20 14:15:29,948 - icews14_both - [INFO] - [Epoch 24]: Training Loss: 0.0019566, Valid MRR: 0.37793,
2023-06-20 14:15:30,590 - icews14_both - [INFO] - [E:25| 0]: Train Loss:0.00187, Val MRR:0.37793, icews14_both
2023-06-20 14:16:33,350 - icews14_both - [INFO] - [E:25| 100]: Train Loss:0.0019385, Val MRR:0.37793, icews14_both
2023-06-20 14:17:36,116 - icews14_both - [INFO] - [E:25| 200]: Train Loss:0.0019397, Val MRR:0.37793, icews14_both
2023-06-20 14:18:38,881 - icews14_both - [INFO] - [E:25| 300]: Train Loss:0.0019409, Val MRR:0.37793, icews14_both
2023-06-20 14:19:41,678 - icews14_both - [INFO] - [E:25| 400]: Train Loss:0.0019412, Val MRR:0.37793, icews14_both
2023-06-20 14:20:44,528 - icews14_both - [INFO] - [E:25| 500]: Train Loss:0.0019425, Val MRR:0.37793, icews14_both
2023-06-20 14:21:47,394 - icews14_both - [INFO] - [E:25| 600]: Train Loss:0.0019449, Val MRR:0.37793, icews14_both
2023-06-20 14:22:50,210 - icews14_both - [INFO] - [E:25| 700]: Train Loss:0.001946, Val MRR:0.37793, icews14_both
2023-06-20 14:23:53,082 - icews14_both - [INFO] - [E:25| 800]: Train Loss:0.001947, Val MRR:0.37793, icews14_both
2023-06-20 14:24:55,999 - icews14_both - [INFO] - [E:25| 900]: Train Loss:0.001948, Val MRR:0.37793, icews14_both
2023-06-20 14:25:40,262 - icews14_both - [INFO] - [Epoch:25]: Training Loss:0.001949
2023-06-20 14:25:40,475 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 14:25:54,109 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 14:26:07,530 - icews14_both - [INFO] - [Evaluating Epoch 25 valid]:
MRR: Tail : 0.40253, Head : 0.35345, Avg : 0.37799
2023-06-20 14:26:08,765 - icews14_both - [INFO] - [Epoch 25]: Training Loss: 0.0019487, Valid MRR: 0.37799,
2023-06-20 14:26:09,407 - icews14_both - [INFO] - [E:26| 0]: Train Loss:0.0019037, Val MRR:0.37799, icews14_both
2023-06-20 14:27:12,310 - icews14_both - [INFO] - [E:26| 100]: Train Loss:0.0019234, Val MRR:0.37799, icews14_both
2023-06-20 14:28:15,231 - icews14_both - [INFO] - [E:26| 200]: Train Loss:0.0019281, Val MRR:0.37799, icews14_both
2023-06-20 14:29:18,143 - icews14_both - [INFO] - [E:26| 300]: Train Loss:0.001932, Val MRR:0.37799, icews14_both
2023-06-20 14:30:21,055 - icews14_both - [INFO] - [E:26| 400]: Train Loss:0.0019329, Val MRR:0.37799, icews14_both
2023-06-20 14:31:23,850 - icews14_both - [INFO] - [E:26| 500]: Train Loss:0.0019354, Val MRR:0.37799, icews14_both
2023-06-20 14:32:26,680 - icews14_both - [INFO] - [E:26| 600]: Train Loss:0.0019369, Val MRR:0.37799, icews14_both
2023-06-20 14:33:29,518 - icews14_both - [INFO] - [E:26| 700]: Train Loss:0.0019385, Val MRR:0.37799, icews14_both
2023-06-20 14:34:32,365 - icews14_both - [INFO] - [E:26| 800]: Train Loss:0.0019396, Val MRR:0.37799, icews14_both
2023-06-20 14:35:35,174 - icews14_both - [INFO] - [E:26| 900]: Train Loss:0.0019407, Val MRR:0.37799, icews14_both
2023-06-20 14:36:19,366 - icews14_both - [INFO] - [Epoch:26]: Training Loss:0.001941
2023-06-20 14:36:19,579 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 14:36:33,198 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 14:36:46,618 - icews14_both - [INFO] - [Evaluating Epoch 26 valid]:
MRR: Tail : 0.4036, Head : 0.35517, Avg : 0.37939
2023-06-20 14:36:47,952 - icews14_both - [INFO] - [Epoch 26]: Training Loss: 0.001941, Valid MRR: 0.37939,
2023-06-20 14:36:48,592 - icews14_both - [INFO] - [E:27| 0]: Train Loss:0.0019495, Val MRR:0.37939, icews14_both
2023-06-20 14:37:51,435 - icews14_both - [INFO] - [E:27| 100]: Train Loss:0.0019237, Val MRR:0.37939, icews14_both
2023-06-20 14:38:54,278 - icews14_both - [INFO] - [E:27| 200]: Train Loss:0.0019252, Val MRR:0.37939, icews14_both
2023-06-20 14:39:57,047 - icews14_both - [INFO] - [E:27| 300]: Train Loss:0.0019256, Val MRR:0.37939, icews14_both
2023-06-20 14:40:59,923 - icews14_both - [INFO] - [E:27| 400]: Train Loss:0.0019274, Val MRR:0.37939, icews14_both
2023-06-20 14:42:02,829 - icews14_both - [INFO] - [E:27| 500]: Train Loss:0.0019289, Val MRR:0.37939, icews14_both
2023-06-20 14:43:05,744 - icews14_both - [INFO] - [E:27| 600]: Train Loss:0.0019291, Val MRR:0.37939, icews14_both
2023-06-20 14:44:08,662 - icews14_both - [INFO] - [E:27| 700]: Train Loss:0.0019305, Val MRR:0.37939, icews14_both
2023-06-20 14:45:11,573 - icews14_both - [INFO] - [E:27| 800]: Train Loss:0.0019313, Val MRR:0.37939, icews14_both
2023-06-20 14:46:14,484 - icews14_both - [INFO] - [E:27| 900]: Train Loss:0.0019333, Val MRR:0.37939, icews14_both
2023-06-20 14:46:58,701 - icews14_both - [INFO] - [Epoch:27]: Training Loss:0.001934
2023-06-20 14:46:58,914 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 14:47:12,537 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 14:47:25,942 - icews14_both - [INFO] - [Evaluating Epoch 27 valid]:
MRR: Tail : 0.40873, Head : 0.35604, Avg : 0.38239
2023-06-20 14:47:27,253 - icews14_both - [INFO] - [Epoch 27]: Training Loss: 0.001934, Valid MRR: 0.38239,
2023-06-20 14:47:27,891 - icews14_both - [INFO] - [E:28| 0]: Train Loss:0.0019209, Val MRR:0.38239, icews14_both
2023-06-20 14:48:30,756 - icews14_both - [INFO] - [E:28| 100]: Train Loss:0.0019147, Val MRR:0.38239, icews14_both
2023-06-20 14:49:33,595 - icews14_both - [INFO] - [E:28| 200]: Train Loss:0.0019137, Val MRR:0.38239, icews14_both
2023-06-20 14:50:36,407 - icews14_both - [INFO] - [E:28| 300]: Train Loss:0.001914, Val MRR:0.38239, icews14_both
2023-06-20 14:51:39,230 - icews14_both - [INFO] - [E:28| 400]: Train Loss:0.0019172, Val MRR:0.38239, icews14_both
2023-06-20 14:52:42,064 - icews14_both - [INFO] - [E:28| 500]: Train Loss:0.0019199, Val MRR:0.38239, icews14_both
2023-06-20 14:53:44,902 - icews14_both - [INFO] - [E:28| 600]: Train Loss:0.0019223, Val MRR:0.38239, icews14_both
2023-06-20 14:54:47,746 - icews14_both - [INFO] - [E:28| 700]: Train Loss:0.0019242, Val MRR:0.38239, icews14_both
2023-06-20 14:55:50,594 - icews14_both - [INFO] - [E:28| 800]: Train Loss:0.0019253, Val MRR:0.38239, icews14_both
2023-06-20 14:56:53,446 - icews14_both - [INFO] - [E:28| 900]: Train Loss:0.0019262, Val MRR:0.38239, icews14_both
2023-06-20 14:57:37,639 - icews14_both - [INFO] - [Epoch:28]: Training Loss:0.001927
2023-06-20 14:57:37,852 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 14:57:51,478 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 14:58:04,907 - icews14_both - [INFO] - [Evaluating Epoch 28 valid]:
MRR: Tail : 0.40914, Head : 0.35502, Avg : 0.38208
2023-06-20 14:58:04,907 - icews14_both - [INFO] - [Epoch 28]: Training Loss: 0.001927, Valid MRR: 0.38239,
2023-06-20 14:58:05,551 - icews14_both - [INFO] - [E:29| 0]: Train Loss:0.0019502, Val MRR:0.38239, icews14_both
2023-06-20 14:59:08,419 - icews14_both - [INFO] - [E:29| 100]: Train Loss:0.0019115, Val MRR:0.38239, icews14_both
2023-06-20 15:00:11,274 - icews14_both - [INFO] - [E:29| 200]: Train Loss:0.0019126, Val MRR:0.38239, icews14_both
2023-06-20 15:01:14,122 - icews14_both - [INFO] - [E:29| 300]: Train Loss:0.0019149, Val MRR:0.38239, icews14_both
2023-06-20 15:02:16,992 - icews14_both - [INFO] - [E:29| 400]: Train Loss:0.0019165, Val MRR:0.38239, icews14_both
2023-06-20 15:03:19,829 - icews14_both - [INFO] - [E:29| 500]: Train Loss:0.0019169, Val MRR:0.38239, icews14_both
2023-06-20 15:04:22,657 - icews14_both - [INFO] - [E:29| 600]: Train Loss:0.0019167, Val MRR:0.38239, icews14_both
2023-06-20 15:05:25,520 - icews14_both - [INFO] - [E:29| 700]: Train Loss:0.0019182, Val MRR:0.38239, icews14_both
2023-06-20 15:06:28,344 - icews14_both - [INFO] - [E:29| 800]: Train Loss:0.0019188, Val MRR:0.38239, icews14_both
2023-06-20 15:07:31,211 - icews14_both - [INFO] - [E:29| 900]: Train Loss:0.0019206, Val MRR:0.38239, icews14_both
2023-06-20 15:08:15,390 - icews14_both - [INFO] - [Epoch:29]: Training Loss:0.001921
2023-06-20 15:08:15,604 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 15:08:29,258 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 15:08:42,697 - icews14_both - [INFO] - [Evaluating Epoch 29 valid]:
MRR: Tail : 0.40829, Head : 0.35865, Avg : 0.38347
MR: Tail : 278.42, Head : 294.93, Avg : 286.67
Hit-1: Tail : 0.30233, Head : 0.25632, Avg : 0.27932
Hit-3: Tail : 0.46161, Head : 0.40181, Avg : 0.43171
Hit-10: Tail : 0.60845, Head : 0.56548, Avg : 0.58696
2023-06-20 15:08:43,949 - icews14_both - [INFO] - [Epoch 29]: Training Loss: 0.0019207, Valid MRR: 0.38347,
2023-06-20 15:08:44,593 - icews14_both - [INFO] - [E:30| 0]: Train Loss:0.0019415, Val MRR:0.38347, icews14_both
2023-06-20 15:09:47,416 - icews14_both - [INFO] - [E:30| 100]: Train Loss:0.0018995, Val MRR:0.38347, icews14_both
2023-06-20 15:10:50,186 - icews14_both - [INFO] - [E:30| 200]: Train Loss:0.0019042, Val MRR:0.38347, icews14_both
2023-06-20 15:11:53,011 - icews14_both - [INFO] - [E:30| 300]: Train Loss:0.0019067, Val MRR:0.38347, icews14_both
2023-06-20 15:12:55,891 - icews14_both - [INFO] - [E:30| 400]: Train Loss:0.0019072, Val MRR:0.38347, icews14_both
2023-06-20 15:13:58,676 - icews14_both - [INFO] - [E:30| 500]: Train Loss:0.0019089, Val MRR:0.38347, icews14_both
2023-06-20 15:15:01,440 - icews14_both - [INFO] - [E:30| 600]: Train Loss:0.0019107, Val MRR:0.38347, icews14_both
2023-06-20 15:16:04,230 - icews14_both - [INFO] - [E:30| 700]: Train Loss:0.0019126, Val MRR:0.38347, icews14_both
2023-06-20 15:17:07,159 - icews14_both - [INFO] - [E:30| 800]: Train Loss:0.0019137, Val MRR:0.38347, icews14_both
2023-06-20 15:18:10,106 - icews14_both - [INFO] - [E:30| 900]: Train Loss:0.0019144, Val MRR:0.38347, icews14_both
2023-06-20 15:18:54,272 - icews14_both - [INFO] - [Epoch:30]: Training Loss:0.001915
2023-06-20 15:18:54,485 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 15:19:08,121 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 15:19:21,553 - icews14_both - [INFO] - [Evaluating Epoch 30 valid]:
MRR: Tail : 0.41073, Head : 0.35823, Avg : 0.38448
2023-06-20 15:19:22,913 - icews14_both - [INFO] - [Epoch 30]: Training Loss: 0.0019152, Valid MRR: 0.38448,
2023-06-20 15:19:23,555 - icews14_both - [INFO] - [E:31| 0]: Train Loss:0.0019151, Val MRR:0.38448, icews14_both
2023-06-20 15:20:26,423 - icews14_both - [INFO] - [E:31| 100]: Train Loss:0.0018942, Val MRR:0.38448, icews14_both
2023-06-20 15:21:29,187 - icews14_both - [INFO] - [E:31| 200]: Train Loss:0.0018978, Val MRR:0.38448, icews14_both
2023-06-20 15:22:31,952 - icews14_both - [INFO] - [E:31| 300]: Train Loss:0.0018993, Val MRR:0.38448, icews14_both
2023-06-20 15:23:34,713 - icews14_both - [INFO] - [E:31| 400]: Train Loss:0.001901, Val MRR:0.38448, icews14_both
2023-06-20 15:24:37,440 - icews14_both - [INFO] - [E:31| 500]: Train Loss:0.0019013, Val MRR:0.38448, icews14_both
2023-06-20 15:25:40,205 - icews14_both - [INFO] - [E:31| 600]: Train Loss:0.0019032, Val MRR:0.38448, icews14_both
2023-06-20 15:26:42,987 - icews14_both - [INFO] - [E:31| 700]: Train Loss:0.0019046, Val MRR:0.38448, icews14_both
2023-06-20 15:27:45,741 - icews14_both - [INFO] - [E:31| 800]: Train Loss:0.0019061, Val MRR:0.38448, icews14_both
2023-06-20 15:28:48,551 - icews14_both - [INFO] - [E:31| 900]: Train Loss:0.0019078, Val MRR:0.38448, icews14_both
2023-06-20 15:29:32,763 - icews14_both - [INFO] - [Epoch:31]: Training Loss:0.001909
2023-06-20 15:29:32,982 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 15:29:46,621 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 15:30:00,022 - icews14_both - [INFO] - [Evaluating Epoch 31 valid]:
MRR: Tail : 0.41035, Head : 0.36054, Avg : 0.38544
2023-06-20 15:30:01,332 - icews14_both - [INFO] - [Epoch 31]: Training Loss: 0.0019089, Valid MRR: 0.38544,
2023-06-20 15:30:01,978 - icews14_both - [INFO] - [E:32| 0]: Train Loss:0.0018663, Val MRR:0.38544, icews14_both
2023-06-20 15:31:04,952 - icews14_both - [INFO] - [E:32| 100]: Train Loss:0.0018954, Val MRR:0.38544, icews14_both
2023-06-20 15:32:07,787 - icews14_both - [INFO] - [E:32| 200]: Train Loss:0.0018938, Val MRR:0.38544, icews14_both
2023-06-20 15:33:10,626 - icews14_both - [INFO] - [E:32| 300]: Train Loss:0.0018939, Val MRR:0.38544, icews14_both
2023-06-20 15:34:13,476 - icews14_both - [INFO] - [E:32| 400]: Train Loss:0.0018954, Val MRR:0.38544, icews14_both
2023-06-20 15:35:16,333 - icews14_both - [INFO] - [E:32| 500]: Train Loss:0.0018973, Val MRR:0.38544, icews14_both
2023-06-20 15:36:19,166 - icews14_both - [INFO] - [E:32| 600]: Train Loss:0.0018991, Val MRR:0.38544, icews14_both
2023-06-20 15:37:22,021 - icews14_both - [INFO] - [E:32| 700]: Train Loss:0.0019011, Val MRR:0.38544, icews14_both
2023-06-20 15:38:24,878 - icews14_both - [INFO] - [E:32| 800]: Train Loss:0.0019021, Val MRR:0.38544, icews14_both
2023-06-20 15:39:27,731 - icews14_both - [INFO] - [E:32| 900]: Train Loss:0.001903, Val MRR:0.38544, icews14_both
2023-06-20 15:40:11,848 - icews14_both - [INFO] - [Epoch:32]: Training Loss:0.001903
2023-06-20 15:40:12,062 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 15:40:25,697 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 15:40:39,130 - icews14_both - [INFO] - [Evaluating Epoch 32 valid]:
MRR: Tail : 0.41288, Head : 0.3634, Avg : 0.38814
2023-06-20 15:40:40,430 - icews14_both - [INFO] - [Epoch 32]: Training Loss: 0.0019035, Valid MRR: 0.38814,
2023-06-20 15:40:41,070 - icews14_both - [INFO] - [E:33| 0]: Train Loss:0.0018818, Val MRR:0.38814, icews14_both
2023-06-20 15:41:43,884 - icews14_both - [INFO] - [E:33| 100]: Train Loss:0.0018903, Val MRR:0.38814, icews14_both
2023-06-20 15:42:46,775 - icews14_both - [INFO] - [E:33| 200]: Train Loss:0.0018901, Val MRR:0.38814, icews14_both
2023-06-20 15:43:49,640 - icews14_both - [INFO] - [E:33| 300]: Train Loss:0.0018911, Val MRR:0.38814, icews14_both
2023-06-20 15:44:52,385 - icews14_both - [INFO] - [E:33| 400]: Train Loss:0.001892, Val MRR:0.38814, icews14_both
2023-06-20 15:45:55,142 - icews14_both - [INFO] - [E:33| 500]: Train Loss:0.0018939, Val MRR:0.38814, icews14_both
2023-06-20 15:46:57,938 - icews14_both - [INFO] - [E:33| 600]: Train Loss:0.0018942, Val MRR:0.38814, icews14_both
2023-06-20 15:48:00,788 - icews14_both - [INFO] - [E:33| 700]: Train Loss:0.0018952, Val MRR:0.38814, icews14_both
2023-06-20 15:49:03,640 - icews14_both - [INFO] - [E:33| 800]: Train Loss:0.0018961, Val MRR:0.38814, icews14_both
2023-06-20 15:50:06,497 - icews14_both - [INFO] - [E:33| 900]: Train Loss:0.0018971, Val MRR:0.38814, icews14_both
2023-06-20 15:50:50,716 - icews14_both - [INFO] - [Epoch:33]: Training Loss:0.001898
2023-06-20 15:50:50,927 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 15:51:04,537 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 15:51:17,937 - icews14_both - [INFO] - [Evaluating Epoch 33 valid]:
MRR: Tail : 0.4122, Head : 0.36389, Avg : 0.38804
2023-06-20 15:51:17,937 - icews14_both - [INFO] - [Epoch 33]: Training Loss: 0.001898, Valid MRR: 0.38814,
2023-06-20 15:51:18,573 - icews14_both - [INFO] - [E:34| 0]: Train Loss:0.0019149, Val MRR:0.38814, icews14_both
2023-06-20 15:52:21,345 - icews14_both - [INFO] - [E:34| 100]: Train Loss:0.0018762, Val MRR:0.38814, icews14_both
2023-06-20 15:53:24,135 - icews14_both - [INFO] - [E:34| 200]: Train Loss:0.0018818, Val MRR:0.38814, icews14_both
2023-06-20 15:54:26,933 - icews14_both - [INFO] - [E:34| 300]: Train Loss:0.0018842, Val MRR:0.38814, icews14_both
2023-06-20 15:55:29,737 - icews14_both - [INFO] - [E:34| 400]: Train Loss:0.0018854, Val MRR:0.38814, icews14_both
2023-06-20 15:56:32,503 - icews14_both - [INFO] - [E:34| 500]: Train Loss:0.0018875, Val MRR:0.38814, icews14_both
2023-06-20 15:57:35,291 - icews14_both - [INFO] - [E:34| 600]: Train Loss:0.0018875, Val MRR:0.38814, icews14_both
2023-06-20 15:58:38,064 - icews14_both - [INFO] - [E:34| 700]: Train Loss:0.0018894, Val MRR:0.38814, icews14_both
2023-06-20 15:59:40,833 - icews14_both - [INFO] - [E:34| 800]: Train Loss:0.0018905, Val MRR:0.38814, icews14_both
2023-06-20 16:00:43,657 - icews14_both - [INFO] - [E:34| 900]: Train Loss:0.001892, Val MRR:0.38814, icews14_both
2023-06-20 16:01:27,797 - icews14_both - [INFO] - [Epoch:34]: Training Loss:0.001893
2023-06-20 16:01:28,011 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 16:01:41,633 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 16:01:55,060 - icews14_both - [INFO] - [Evaluating Epoch 34 valid]:
MRR: Tail : 0.41152, Head : 0.36386, Avg : 0.38769
2023-06-20 16:01:55,060 - icews14_both - [INFO] - [Epoch 34]: Training Loss: 0.0018932, Valid MRR: 0.38814,
2023-06-20 16:01:55,698 - icews14_both - [INFO] - [E:35| 0]: Train Loss:0.0018404, Val MRR:0.38814, icews14_both
2023-06-20 16:02:58,475 - icews14_both - [INFO] - [E:35| 100]: Train Loss:0.0018729, Val MRR:0.38814, icews14_both
2023-06-20 16:04:01,242 - icews14_both - [INFO] - [E:35| 200]: Train Loss:0.0018759, Val MRR:0.38814, icews14_both
2023-06-20 16:05:03,988 - icews14_both - [INFO] - [E:35| 300]: Train Loss:0.0018776, Val MRR:0.38814, icews14_both
2023-06-20 16:06:06,744 - icews14_both - [INFO] - [E:35| 400]: Train Loss:0.0018799, Val MRR:0.38814, icews14_both
2023-06-20 16:07:09,512 - icews14_both - [INFO] - [E:35| 500]: Train Loss:0.0018819, Val MRR:0.38814, icews14_both
2023-06-20 16:08:12,305 - icews14_both - [INFO] - [E:35| 600]: Train Loss:0.0018839, Val MRR:0.38814, icews14_both
2023-06-20 16:09:15,120 - icews14_both - [INFO] - [E:35| 700]: Train Loss:0.0018848, Val MRR:0.38814, icews14_both
2023-06-20 16:10:17,988 - icews14_both - [INFO] - [E:35| 800]: Train Loss:0.0018863, Val MRR:0.38814, icews14_both
2023-06-20 16:11:20,830 - icews14_both - [INFO] - [E:35| 900]: Train Loss:0.0018875, Val MRR:0.38814, icews14_both
2023-06-20 16:12:05,007 - icews14_both - [INFO] - [Epoch:35]: Training Loss:0.001888
2023-06-20 16:12:05,220 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 16:12:18,842 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 16:12:32,259 - icews14_both - [INFO] - [Evaluating Epoch 35 valid]:
MRR: Tail : 0.41467, Head : 0.3658, Avg : 0.39023
2023-06-20 16:12:33,481 - icews14_both - [INFO] - [Epoch 35]: Training Loss: 0.0018883, Valid MRR: 0.39023,
2023-06-20 16:12:34,119 - icews14_both - [INFO] - [E:36| 0]: Train Loss:0.0019242, Val MRR:0.39023, icews14_both
2023-06-20 16:13:36,976 - icews14_both - [INFO] - [E:36| 100]: Train Loss:0.0018741, Val MRR:0.39023, icews14_both
2023-06-20 16:14:39,812 - icews14_both - [INFO] - [E:36| 200]: Train Loss:0.001876, Val MRR:0.39023, icews14_both
2023-06-20 16:15:42,700 - icews14_both - [INFO] - [E:36| 300]: Train Loss:0.0018761, Val MRR:0.39023, icews14_both
2023-06-20 16:16:45,583 - icews14_both - [INFO] - [E:36| 400]: Train Loss:0.0018763, Val MRR:0.39023, icews14_both
2023-06-20 16:17:48,454 - icews14_both - [INFO] - [E:36| 500]: Train Loss:0.0018764, Val MRR:0.39023, icews14_both
2023-06-20 16:18:51,343 - icews14_both - [INFO] - [E:36| 600]: Train Loss:0.0018785, Val MRR:0.39023, icews14_both
2023-06-20 16:19:54,224 - icews14_both - [INFO] - [E:36| 700]: Train Loss:0.0018796, Val MRR:0.39023, icews14_both
2023-06-20 16:20:57,023 - icews14_both - [INFO] - [E:36| 800]: Train Loss:0.0018803, Val MRR:0.39023, icews14_both
2023-06-20 16:21:59,842 - icews14_both - [INFO] - [E:36| 900]: Train Loss:0.0018823, Val MRR:0.39023, icews14_both
2023-06-20 16:22:44,074 - icews14_both - [INFO] - [Epoch:36]: Training Loss:0.001884
2023-06-20 16:22:44,288 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 16:22:57,905 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 16:23:11,331 - icews14_both - [INFO] - [Evaluating Epoch 36 valid]:
MRR: Tail : 0.41281, Head : 0.36583, Avg : 0.38932
2023-06-20 16:23:11,332 - icews14_both - [INFO] - [Epoch 36]: Training Loss: 0.0018837, Valid MRR: 0.39023,
2023-06-20 16:23:11,974 - icews14_both - [INFO] - [E:37| 0]: Train Loss:0.0018627, Val MRR:0.39023, icews14_both
2023-06-20 16:24:14,832 - icews14_both - [INFO] - [E:37| 100]: Train Loss:0.0018667, Val MRR:0.39023, icews14_both
2023-06-20 16:25:17,687 - icews14_both - [INFO] - [E:37| 200]: Train Loss:0.0018688, Val MRR:0.39023, icews14_both
2023-06-20 16:26:20,563 - icews14_both - [INFO] - [E:37| 300]: Train Loss:0.0018715, Val MRR:0.39023, icews14_both
2023-06-20 16:27:23,407 - icews14_both - [INFO] - [E:37| 400]: Train Loss:0.0018726, Val MRR:0.39023, icews14_both
2023-06-20 16:28:26,262 - icews14_both - [INFO] - [E:37| 500]: Train Loss:0.0018744, Val MRR:0.39023, icews14_both
2023-06-20 16:29:29,123 - icews14_both - [INFO] - [E:37| 600]: Train Loss:0.001876, Val MRR:0.39023, icews14_both
2023-06-20 16:30:31,983 - icews14_both - [INFO] - [E:37| 700]: Train Loss:0.0018769, Val MRR:0.39023, icews14_both
2023-06-20 16:31:34,862 - icews14_both - [INFO] - [E:37| 800]: Train Loss:0.0018771, Val MRR:0.39023, icews14_both
2023-06-20 16:32:37,721 - icews14_both - [INFO] - [E:37| 900]: Train Loss:0.0018779, Val MRR:0.39023, icews14_both
2023-06-20 16:33:21,952 - icews14_both - [INFO] - [Epoch:37]: Training Loss:0.001879
2023-06-20 16:33:22,165 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 16:33:35,784 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 16:33:49,193 - icews14_both - [INFO] - [Evaluating Epoch 37 valid]:
MRR: Tail : 0.4155, Head : 0.365, Avg : 0.39025
2023-06-20 16:33:50,427 - icews14_both - [INFO] - [Epoch 37]: Training Loss: 0.0018788, Valid MRR: 0.39025,
2023-06-20 16:33:51,067 - icews14_both - [INFO] - [E:38| 0]: Train Loss:0.0018803, Val MRR:0.39025, icews14_both
2023-06-20 16:34:53,912 - icews14_both - [INFO] - [E:38| 100]: Train Loss:0.0018667, Val MRR:0.39025, icews14_both
2023-06-20 16:35:56,790 - icews14_both - [INFO] - [E:38| 200]: Train Loss:0.0018665, Val MRR:0.39025, icews14_both
2023-06-20 16:36:59,619 - icews14_both - [INFO] - [E:38| 300]: Train Loss:0.0018681, Val MRR:0.39025, icews14_both
2023-06-20 16:38:02,452 - icews14_both - [INFO] - [E:38| 400]: Train Loss:0.0018682, Val MRR:0.39025, icews14_both
2023-06-20 16:39:05,306 - icews14_both - [INFO] - [E:38| 500]: Train Loss:0.0018692, Val MRR:0.39025, icews14_both
2023-06-20 16:40:08,163 - icews14_both - [INFO] - [E:38| 600]: Train Loss:0.0018694, Val MRR:0.39025, icews14_both
2023-06-20 16:41:11,021 - icews14_both - [INFO] - [E:38| 700]: Train Loss:0.0018714, Val MRR:0.39025, icews14_both
2023-06-20 16:42:13,850 - icews14_both - [INFO] - [E:38| 800]: Train Loss:0.0018727, Val MRR:0.39025, icews14_both
2023-06-20 16:43:16,714 - icews14_both - [INFO] - [E:38| 900]: Train Loss:0.0018738, Val MRR:0.39025, icews14_both
2023-06-20 16:44:00,896 - icews14_both - [INFO] - [Epoch:38]: Training Loss:0.001875
2023-06-20 16:44:01,114 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 16:44:14,753 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 16:44:28,170 - icews14_both - [INFO] - [Evaluating Epoch 38 valid]:
MRR: Tail : 0.41342, Head : 0.3675, Avg : 0.39046
2023-06-20 16:44:29,493 - icews14_both - [INFO] - [Epoch 38]: Training Loss: 0.0018745, Valid MRR: 0.39046,
2023-06-20 16:44:30,132 - icews14_both - [INFO] - [E:39| 0]: Train Loss:0.0018702, Val MRR:0.39046, icews14_both
2023-06-20 16:45:32,984 - icews14_both - [INFO] - [E:39| 100]: Train Loss:0.0018535, Val MRR:0.39046, icews14_both
2023-06-20 16:46:35,838 - icews14_both - [INFO] - [E:39| 200]: Train Loss:0.0018579, Val MRR:0.39046, icews14_both
2023-06-20 16:47:38,718 - icews14_both - [INFO] - [E:39| 300]: Train Loss:0.0018624, Val MRR:0.39046, icews14_both
2023-06-20 16:48:41,547 - icews14_both - [INFO] - [E:39| 400]: Train Loss:0.0018626, Val MRR:0.39046, icews14_both
2023-06-20 16:49:44,381 - icews14_both - [INFO] - [E:39| 500]: Train Loss:0.001864, Val MRR:0.39046, icews14_both
2023-06-20 16:50:47,210 - icews14_both - [INFO] - [E:39| 600]: Train Loss:0.0018664, Val MRR:0.39046, icews14_both
2023-06-20 16:51:50,069 - icews14_both - [INFO] - [E:39| 700]: Train Loss:0.001867, Val MRR:0.39046, icews14_both
2023-06-20 16:52:52,932 - icews14_both - [INFO] - [E:39| 800]: Train Loss:0.0018683, Val MRR:0.39046, icews14_both
2023-06-20 16:53:55,788 - icews14_both - [INFO] - [E:39| 900]: Train Loss:0.0018697, Val MRR:0.39046, icews14_both
2023-06-20 16:54:39,990 - icews14_both - [INFO] - [Epoch:39]: Training Loss:0.00187
2023-06-20 16:54:40,208 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 16:54:53,832 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 16:55:07,242 - icews14_both - [INFO] - [Evaluating Epoch 39 valid]:
MRR: Tail : 0.41211, Head : 0.36547, Avg : 0.38879
MR: Tail : 308.81, Head : 321.55, Avg : 315.18
Hit-1: Tail : 0.30587, Head : 0.25961, Avg : 0.28274
Hit-3: Tail : 0.46637, Head : 0.41499, Avg : 0.44068
Hit-10: Tail : 0.61943, Head : 0.57476, Avg : 0.5971
2023-06-20 16:55:07,242 - icews14_both - [INFO] - [Epoch 39]: Training Loss: 0.0018702, Valid MRR: 0.39046,
2023-06-20 16:55:07,886 - icews14_both - [INFO] - [E:40| 0]: Train Loss:0.0018177, Val MRR:0.39046, icews14_both
2023-06-20 16:56:10,727 - icews14_both - [INFO] - [E:40| 100]: Train Loss:0.0018559, Val MRR:0.39046, icews14_both
2023-06-20 16:57:13,577 - icews14_both - [INFO] - [E:40| 200]: Train Loss:0.0018579, Val MRR:0.39046, icews14_both
2023-06-20 16:58:16,419 - icews14_both - [INFO] - [E:40| 300]: Train Loss:0.0018598, Val MRR:0.39046, icews14_both
2023-06-20 16:59:19,267 - icews14_both - [INFO] - [E:40| 400]: Train Loss:0.0018598, Val MRR:0.39046, icews14_both
2023-06-20 17:00:22,104 - icews14_both - [INFO] - [E:40| 500]: Train Loss:0.0018611, Val MRR:0.39046, icews14_both
2023-06-20 17:01:24,947 - icews14_both - [INFO] - [E:40| 600]: Train Loss:0.0018621, Val MRR:0.39046, icews14_both
2023-06-20 17:02:27,783 - icews14_both - [INFO] - [E:40| 700]: Train Loss:0.0018632, Val MRR:0.39046, icews14_both
2023-06-20 17:03:30,637 - icews14_both - [INFO] - [E:40| 800]: Train Loss:0.0018647, Val MRR:0.39046, icews14_both
2023-06-20 17:04:33,489 - icews14_both - [INFO] - [E:40| 900]: Train Loss:0.0018653, Val MRR:0.39046, icews14_both
2023-06-20 17:05:17,683 - icews14_both - [INFO] - [Epoch:40]: Training Loss:0.001866
2023-06-20 17:05:17,897 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 17:05:31,525 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 17:05:44,948 - icews14_both - [INFO] - [Evaluating Epoch 40 valid]:
MRR: Tail : 0.41345, Head : 0.36429, Avg : 0.38887
2023-06-20 17:05:44,948 - icews14_both - [INFO] - [Epoch 40]: Training Loss: 0.0018661, Valid MRR: 0.39046,
2023-06-20 17:05:45,587 - icews14_both - [INFO] - [E:41| 0]: Train Loss:0.0018682, Val MRR:0.39046, icews14_both
2023-06-20 17:06:48,431 - icews14_both - [INFO] - [E:41| 100]: Train Loss:0.0018522, Val MRR:0.39046, icews14_both
2023-06-20 17:07:51,297 - icews14_both - [INFO] - [E:41| 200]: Train Loss:0.0018527, Val MRR:0.39046, icews14_both
2023-06-20 17:08:54,136 - icews14_both - [INFO] - [E:41| 300]: Train Loss:0.0018534, Val MRR:0.39046, icews14_both
2023-06-20 17:09:56,962 - icews14_both - [INFO] - [E:41| 400]: Train Loss:0.0018537, Val MRR:0.39046, icews14_both
2023-06-20 17:10:59,796 - icews14_both - [INFO] - [E:41| 500]: Train Loss:0.0018548, Val MRR:0.39046, icews14_both
2023-06-20 17:12:02,614 - icews14_both - [INFO] - [E:41| 600]: Train Loss:0.0018564, Val MRR:0.39046, icews14_both
2023-06-20 17:13:05,471 - icews14_both - [INFO] - [E:41| 700]: Train Loss:0.0018583, Val MRR:0.39046, icews14_both
2023-06-20 17:14:08,330 - icews14_both - [INFO] - [E:41| 800]: Train Loss:0.00186, Val MRR:0.39046, icews14_both
2023-06-20 17:15:11,171 - icews14_both - [INFO] - [E:41| 900]: Train Loss:0.0018615, Val MRR:0.39046, icews14_both
2023-06-20 17:15:55,371 - icews14_both - [INFO] - [Epoch:41]: Training Loss:0.001862
2023-06-20 17:15:55,585 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 17:16:09,207 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 17:16:22,613 - icews14_both - [INFO] - [Evaluating Epoch 41 valid]:
MRR: Tail : 0.41611, Head : 0.367, Avg : 0.39155
2023-06-20 17:16:23,934 - icews14_both - [INFO] - [Epoch 41]: Training Loss: 0.0018618, Valid MRR: 0.39155,
2023-06-20 17:16:24,576 - icews14_both - [INFO] - [E:42| 0]: Train Loss:0.0018302, Val MRR:0.39155, icews14_both
2023-06-20 17:17:27,407 - icews14_both - [INFO] - [E:42| 100]: Train Loss:0.0018454, Val MRR:0.39155, icews14_both
2023-06-20 17:18:30,258 - icews14_both - [INFO] - [E:42| 200]: Train Loss:0.0018462, Val MRR:0.39155, icews14_both
2023-06-20 17:19:33,106 - icews14_both - [INFO] - [E:42| 300]: Train Loss:0.001849, Val MRR:0.39155, icews14_both
2023-06-20 17:20:35,938 - icews14_both - [INFO] - [E:42| 400]: Train Loss:0.0018508, Val MRR:0.39155, icews14_both
2023-06-20 17:21:38,783 - icews14_both - [INFO] - [E:42| 500]: Train Loss:0.0018517, Val MRR:0.39155, icews14_both
2023-06-20 17:22:41,652 - icews14_both - [INFO] - [E:42| 600]: Train Loss:0.0018533, Val MRR:0.39155, icews14_both
2023-06-20 17:23:44,498 - icews14_both - [INFO] - [E:42| 700]: Train Loss:0.0018541, Val MRR:0.39155, icews14_both
2023-06-20 17:24:47,348 - icews14_both - [INFO] - [E:42| 800]: Train Loss:0.0018557, Val MRR:0.39155, icews14_both
2023-06-20 17:25:50,196 - icews14_both - [INFO] - [E:42| 900]: Train Loss:0.0018574, Val MRR:0.39155, icews14_both
2023-06-20 17:26:34,377 - icews14_both - [INFO] - [Epoch:42]: Training Loss:0.001858
2023-06-20 17:26:34,590 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 17:26:48,225 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 17:27:01,649 - icews14_both - [INFO] - [Evaluating Epoch 42 valid]:
MRR: Tail : 0.41579, Head : 0.36815, Avg : 0.39197
2023-06-20 17:27:02,976 - icews14_both - [INFO] - [Epoch 42]: Training Loss: 0.0018582, Valid MRR: 0.39197,
2023-06-20 17:27:03,615 - icews14_both - [INFO] - [E:43| 0]: Train Loss:0.0018887, Val MRR:0.39197, icews14_both
2023-06-20 17:28:06,462 - icews14_both - [INFO] - [E:43| 100]: Train Loss:0.0018396, Val MRR:0.39197, icews14_both
2023-06-20 17:29:09,302 - icews14_both - [INFO] - [E:43| 200]: Train Loss:0.001843, Val MRR:0.39197, icews14_both
2023-06-20 17:30:12,142 - icews14_both - [INFO] - [E:43| 300]: Train Loss:0.0018457, Val MRR:0.39197, icews14_both
2023-06-20 17:31:14,980 - icews14_both - [INFO] - [E:43| 400]: Train Loss:0.0018465, Val MRR:0.39197, icews14_both
2023-06-20 17:32:17,811 - icews14_both - [INFO] - [E:43| 500]: Train Loss:0.0018483, Val MRR:0.39197, icews14_both
2023-06-20 17:33:20,653 - icews14_both - [INFO] - [E:43| 600]: Train Loss:0.0018499, Val MRR:0.39197, icews14_both
2023-06-20 17:34:23,514 - icews14_both - [INFO] - [E:43| 700]: Train Loss:0.0018516, Val MRR:0.39197, icews14_both
2023-06-20 17:35:26,385 - icews14_both - [INFO] - [E:43| 800]: Train Loss:0.0018519, Val MRR:0.39197, icews14_both
2023-06-20 17:36:29,251 - icews14_both - [INFO] - [E:43| 900]: Train Loss:0.0018533, Val MRR:0.39197, icews14_both
2023-06-20 17:37:13,442 - icews14_both - [INFO] - [Epoch:43]: Training Loss:0.001854
2023-06-20 17:37:13,655 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 17:37:27,287 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 17:37:40,699 - icews14_both - [INFO] - [Evaluating Epoch 43 valid]:
MRR: Tail : 0.41423, Head : 0.36971, Avg : 0.39197
2023-06-20 17:37:40,699 - icews14_both - [INFO] - [Epoch 43]: Training Loss: 0.001854, Valid MRR: 0.39197,
2023-06-20 17:37:41,340 - icews14_both - [INFO] - [E:44| 0]: Train Loss:0.0018368, Val MRR:0.39197, icews14_both
2023-06-20 17:38:44,187 - icews14_both - [INFO] - [E:44| 100]: Train Loss:0.0018384, Val MRR:0.39197, icews14_both
2023-06-20 17:39:47,045 - icews14_both - [INFO] - [E:44| 200]: Train Loss:0.0018394, Val MRR:0.39197, icews14_both
2023-06-20 17:40:49,890 - icews14_both - [INFO] - [E:44| 300]: Train Loss:0.0018416, Val MRR:0.39197, icews14_both
2023-06-20 17:41:52,733 - icews14_both - [INFO] - [E:44| 400]: Train Loss:0.0018435, Val MRR:0.39197, icews14_both
2023-06-20 17:42:55,573 - icews14_both - [INFO] - [E:44| 500]: Train Loss:0.0018447, Val MRR:0.39197, icews14_both
2023-06-20 17:43:58,412 - icews14_both - [INFO] - [E:44| 600]: Train Loss:0.001846, Val MRR:0.39197, icews14_both
2023-06-20 17:45:01,230 - icews14_both - [INFO] - [E:44| 700]: Train Loss:0.0018475, Val MRR:0.39197, icews14_both
2023-06-20 17:46:04,046 - icews14_both - [INFO] - [E:44| 800]: Train Loss:0.0018484, Val MRR:0.39197, icews14_both
2023-06-20 17:47:06,894 - icews14_both - [INFO] - [E:44| 900]: Train Loss:0.0018498, Val MRR:0.39197, icews14_both
2023-06-20 17:47:51,056 - icews14_both - [INFO] - [Epoch:44]: Training Loss:0.001851
2023-06-20 17:47:51,269 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 17:48:04,903 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 17:48:18,311 - icews14_both - [INFO] - [Evaluating Epoch 44 valid]:
MRR: Tail : 0.41612, Head : 0.36867, Avg : 0.39239
2023-06-20 17:48:19,636 - icews14_both - [INFO] - [Epoch 44]: Training Loss: 0.001851, Valid MRR: 0.39239,
2023-06-20 17:48:20,276 - icews14_both - [INFO] - [E:45| 0]: Train Loss:0.0018394, Val MRR:0.39239, icews14_both
2023-06-20 17:49:23,090 - icews14_both - [INFO] - [E:45| 100]: Train Loss:0.0018369, Val MRR:0.39239, icews14_both
2023-06-20 17:50:25,980 - icews14_both - [INFO] - [E:45| 200]: Train Loss:0.0018387, Val MRR:0.39239, icews14_both
2023-06-20 17:51:28,884 - icews14_both - [INFO] - [E:45| 300]: Train Loss:0.0018372, Val MRR:0.39239, icews14_both
2023-06-20 17:52:31,767 - icews14_both - [INFO] - [E:45| 400]: Train Loss:0.0018386, Val MRR:0.39239, icews14_both
2023-06-20 17:53:34,659 - icews14_both - [INFO] - [E:45| 500]: Train Loss:0.0018401, Val MRR:0.39239, icews14_both
2023-06-20 17:54:37,542 - icews14_both - [INFO] - [E:45| 600]: Train Loss:0.0018413, Val MRR:0.39239, icews14_both
2023-06-20 17:55:40,462 - icews14_both - [INFO] - [E:45| 700]: Train Loss:0.0018436, Val MRR:0.39239, icews14_both
2023-06-20 17:56:43,358 - icews14_both - [INFO] - [E:45| 800]: Train Loss:0.0018452, Val MRR:0.39239, icews14_both
2023-06-20 17:57:46,182 - icews14_both - [INFO] - [E:45| 900]: Train Loss:0.0018463, Val MRR:0.39239, icews14_both
2023-06-20 17:58:30,328 - icews14_both - [INFO] - [Epoch:45]: Training Loss:0.001847
2023-06-20 17:58:30,546 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 17:58:44,170 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 17:58:57,578 - icews14_both - [INFO] - [Evaluating Epoch 45 valid]:
MRR: Tail : 0.41578, Head : 0.36885, Avg : 0.39231
2023-06-20 17:58:57,578 - icews14_both - [INFO] - [Epoch 45]: Training Loss: 0.0018474, Valid MRR: 0.39239,
2023-06-20 17:58:58,215 - icews14_both - [INFO] - [E:46| 0]: Train Loss:0.0018265, Val MRR:0.39239, icews14_both
2023-06-20 18:00:01,091 - icews14_both - [INFO] - [E:46| 100]: Train Loss:0.0018311, Val MRR:0.39239, icews14_both
2023-06-20 18:01:03,995 - icews14_both - [INFO] - [E:46| 200]: Train Loss:0.0018335, Val MRR:0.39239, icews14_both
2023-06-20 18:02:06,900 - icews14_both - [INFO] - [E:46| 300]: Train Loss:0.0018351, Val MRR:0.39239, icews14_both
2023-06-20 18:03:09,831 - icews14_both - [INFO] - [E:46| 400]: Train Loss:0.001837, Val MRR:0.39239, icews14_both
2023-06-20 18:04:12,740 - icews14_both - [INFO] - [E:46| 500]: Train Loss:0.0018382, Val MRR:0.39239, icews14_both
2023-06-20 18:05:15,693 - icews14_both - [INFO] - [E:46| 600]: Train Loss:0.0018398, Val MRR:0.39239, icews14_both
2023-06-20 18:06:18,615 - icews14_both - [INFO] - [E:46| 700]: Train Loss:0.001841, Val MRR:0.39239, icews14_both
2023-06-20 18:07:21,533 - icews14_both - [INFO] - [E:46| 800]: Train Loss:0.0018422, Val MRR:0.39239, icews14_both
2023-06-20 18:08:24,475 - icews14_both - [INFO] - [E:46| 900]: Train Loss:0.0018434, Val MRR:0.39239, icews14_both
2023-06-20 18:09:08,720 - icews14_both - [INFO] - [Epoch:46]: Training Loss:0.001844
2023-06-20 18:09:08,934 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 18:09:22,576 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 18:09:35,993 - icews14_both - [INFO] - [Evaluating Epoch 46 valid]:
MRR: Tail : 0.41924, Head : 0.37055, Avg : 0.3949
2023-06-20 18:09:37,333 - icews14_both - [INFO] - [Epoch 46]: Training Loss: 0.001844, Valid MRR: 0.3949,
2023-06-20 18:09:37,973 - icews14_both - [INFO] - [E:47| 0]: Train Loss:0.001802, Val MRR:0.3949, icews14_both
2023-06-20 18:10:40,890 - icews14_both - [INFO] - [E:47| 100]: Train Loss:0.0018264, Val MRR:0.3949, icews14_both
2023-06-20 18:11:43,801 - icews14_both - [INFO] - [E:47| 200]: Train Loss:0.0018292, Val MRR:0.3949, icews14_both
2023-06-20 18:12:46,654 - icews14_both - [INFO] - [E:47| 300]: Train Loss:0.0018304, Val MRR:0.3949, icews14_both
2023-06-20 18:13:49,507 - icews14_both - [INFO] - [E:47| 400]: Train Loss:0.0018318, Val MRR:0.3949, icews14_both
2023-06-20 18:14:52,442 - icews14_both - [INFO] - [E:47| 500]: Train Loss:0.0018332, Val MRR:0.3949, icews14_both
2023-06-20 18:15:55,281 - icews14_both - [INFO] - [E:47| 600]: Train Loss:0.0018353, Val MRR:0.3949, icews14_both
2023-06-20 18:16:58,074 - icews14_both - [INFO] - [E:47| 700]: Train Loss:0.0018372, Val MRR:0.3949, icews14_both
2023-06-20 18:18:00,850 - icews14_both - [INFO] - [E:47| 800]: Train Loss:0.0018392, Val MRR:0.3949, icews14_both
2023-06-20 18:19:03,639 - icews14_both - [INFO] - [E:47| 900]: Train Loss:0.00184, Val MRR:0.3949, icews14_both
2023-06-20 18:19:47,792 - icews14_both - [INFO] - [Epoch:47]: Training Loss:0.001841
2023-06-20 18:19:48,005 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 18:20:01,624 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 18:20:15,030 - icews14_both - [INFO] - [Evaluating Epoch 47 valid]:
MRR: Tail : 0.41696, Head : 0.36894, Avg : 0.39295
2023-06-20 18:20:15,030 - icews14_both - [INFO] - [Epoch 47]: Training Loss: 0.0018406, Valid MRR: 0.3949,
2023-06-20 18:20:15,667 - icews14_both - [INFO] - [E:48| 0]: Train Loss:0.0018349, Val MRR:0.3949, icews14_both
2023-06-20 18:21:18,449 - icews14_both - [INFO] - [E:48| 100]: Train Loss:0.0018291, Val MRR:0.3949, icews14_both
2023-06-20 18:22:21,249 - icews14_both - [INFO] - [E:48| 200]: Train Loss:0.0018286, Val MRR:0.3949, icews14_both
2023-06-20 18:23:24,046 - icews14_both - [INFO] - [E:48| 300]: Train Loss:0.0018317, Val MRR:0.3949, icews14_both
2023-06-20 18:24:26,820 - icews14_both - [INFO] - [E:48| 400]: Train Loss:0.0018326, Val MRR:0.3949, icews14_both
2023-06-20 18:25:29,615 - icews14_both - [INFO] - [E:48| 500]: Train Loss:0.0018335, Val MRR:0.3949, icews14_both
2023-06-20 18:26:32,469 - icews14_both - [INFO] - [E:48| 600]: Train Loss:0.0018354, Val MRR:0.3949, icews14_both
2023-06-20 18:27:35,258 - icews14_both - [INFO] - [E:48| 700]: Train Loss:0.0018348, Val MRR:0.3949, icews14_both
2023-06-20 18:28:38,043 - icews14_both - [INFO] - [E:48| 800]: Train Loss:0.0018363, Val MRR:0.3949, icews14_both
2023-06-20 18:29:40,856 - icews14_both - [INFO] - [E:48| 900]: Train Loss:0.0018371, Val MRR:0.3949, icews14_both
2023-06-20 18:30:25,011 - icews14_both - [INFO] - [Epoch:48]: Training Loss:0.001837
2023-06-20 18:30:25,225 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 18:30:38,846 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 18:30:52,252 - icews14_both - [INFO] - [Evaluating Epoch 48 valid]:
MRR: Tail : 0.41845, Head : 0.3705, Avg : 0.39447
2023-06-20 18:30:52,252 - icews14_both - [INFO] - [Epoch 48]: Training Loss: 0.0018373, Valid MRR: 0.3949,
2023-06-20 18:30:52,890 - icews14_both - [INFO] - [E:49| 0]: Train Loss:0.0018582, Val MRR:0.3949, icews14_both
2023-06-20 18:31:55,696 - icews14_both - [INFO] - [E:49| 100]: Train Loss:0.0018183, Val MRR:0.3949, icews14_both
2023-06-20 18:32:58,503 - icews14_both - [INFO] - [E:49| 200]: Train Loss:0.0018214, Val MRR:0.3949, icews14_both
2023-06-20 18:34:01,289 - icews14_both - [INFO] - [E:49| 300]: Train Loss:0.0018242, Val MRR:0.3949, icews14_both
2023-06-20 18:35:04,073 - icews14_both - [INFO] - [E:49| 400]: Train Loss:0.001826, Val MRR:0.3949, icews14_both
2023-06-20 18:36:06,863 - icews14_both - [INFO] - [E:49| 500]: Train Loss:0.0018271, Val MRR:0.3949, icews14_both
2023-06-20 18:37:09,622 - icews14_both - [INFO] - [E:49| 600]: Train Loss:0.0018296, Val MRR:0.3949, icews14_both
2023-06-20 18:38:12,391 - icews14_both - [INFO] - [E:49| 700]: Train Loss:0.0018306, Val MRR:0.3949, icews14_both
2023-06-20 18:39:15,181 - icews14_both - [INFO] - [E:49| 800]: Train Loss:0.0018321, Val MRR:0.3949, icews14_both
2023-06-20 18:40:18,026 - icews14_both - [INFO] - [E:49| 900]: Train Loss:0.0018332, Val MRR:0.3949, icews14_both
2023-06-20 18:41:02,221 - icews14_both - [INFO] - [Epoch:49]: Training Loss:0.001834
2023-06-20 18:41:02,433 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 18:41:16,060 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 18:41:29,476 - icews14_both - [INFO] - [Evaluating Epoch 49 valid]:
MRR: Tail : 0.41686, Head : 0.37031, Avg : 0.39359
MR: Tail : 345.52, Head : 355.97, Avg : 350.75
Hit-1: Tail : 0.31173, Head : 0.26486, Avg : 0.28829
Hit-3: Tail : 0.46796, Head : 0.41719, Avg : 0.44257
Hit-10: Tail : 0.62248, Head : 0.5772, Avg : 0.59984
2023-06-20 18:41:29,476 - icews14_both - [INFO] - [Epoch 49]: Training Loss: 0.001834, Valid MRR: 0.3949,
2023-06-20 18:41:30,113 - icews14_both - [INFO] - [E:50| 0]: Train Loss:0.0017724, Val MRR:0.3949, icews14_both
2023-06-20 18:42:32,984 - icews14_both - [INFO] - [E:50| 100]: Train Loss:0.0018197, Val MRR:0.3949, icews14_both
2023-06-20 18:43:35,840 - icews14_both - [INFO] - [E:50| 200]: Train Loss:0.0018193, Val MRR:0.3949, icews14_both
2023-06-20 18:44:38,698 - icews14_both - [INFO] - [E:50| 300]: Train Loss:0.0018214, Val MRR:0.3949, icews14_both
2023-06-20 18:45:41,557 - icews14_both - [INFO] - [E:50| 400]: Train Loss:0.0018234, Val MRR:0.3949, icews14_both
2023-06-20 18:46:44,416 - icews14_both - [INFO] - [E:50| 500]: Train Loss:0.0018248, Val MRR:0.3949, icews14_both
2023-06-20 18:47:47,276 - icews14_both - [INFO] - [E:50| 600]: Train Loss:0.001826, Val MRR:0.3949, icews14_both
2023-06-20 18:48:50,151 - icews14_both - [INFO] - [E:50| 700]: Train Loss:0.0018276, Val MRR:0.3949, icews14_both
2023-06-20 18:49:53,034 - icews14_both - [INFO] - [E:50| 800]: Train Loss:0.0018286, Val MRR:0.3949, icews14_both
2023-06-20 18:50:55,858 - icews14_both - [INFO] - [E:50| 900]: Train Loss:0.0018296, Val MRR:0.3949, icews14_both
2023-06-20 18:51:40,018 - icews14_both - [INFO] - [Epoch:50]: Training Loss:0.001831
2023-06-20 18:51:40,230 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 18:51:53,871 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 18:52:07,281 - icews14_both - [INFO] - [Evaluating Epoch 50 valid]:
MRR: Tail : 0.41676, Head : 0.37124, Avg : 0.394
2023-06-20 18:52:07,281 - icews14_both - [INFO] - [Epoch 50]: Training Loss: 0.0018307, Valid MRR: 0.3949,
2023-06-20 18:52:07,924 - icews14_both - [INFO] - [E:51| 0]: Train Loss:0.0018533, Val MRR:0.3949, icews14_both
2023-06-20 18:53:10,779 - icews14_both - [INFO] - [E:51| 100]: Train Loss:0.0018202, Val MRR:0.3949, icews14_both
2023-06-20 18:54:13,647 - icews14_both - [INFO] - [E:51| 200]: Train Loss:0.0018178, Val MRR:0.3949, icews14_both
2023-06-20 18:55:16,506 - icews14_both - [INFO] - [E:51| 300]: Train Loss:0.0018187, Val MRR:0.3949, icews14_both
2023-06-20 18:56:19,363 - icews14_both - [INFO] - [E:51| 400]: Train Loss:0.0018211, Val MRR:0.3949, icews14_both
2023-06-20 18:57:22,217 - icews14_both - [INFO] - [E:51| 500]: Train Loss:0.0018227, Val MRR:0.3949, icews14_both
2023-06-20 18:58:25,078 - icews14_both - [INFO] - [E:51| 600]: Train Loss:0.0018239, Val MRR:0.3949, icews14_both
2023-06-20 18:59:27,936 - icews14_both - [INFO] - [E:51| 700]: Train Loss:0.0018244, Val MRR:0.3949, icews14_both
2023-06-20 19:00:30,805 - icews14_both - [INFO] - [E:51| 800]: Train Loss:0.0018255, Val MRR:0.3949, icews14_both
2023-06-20 19:01:33,680 - icews14_both - [INFO] - [E:51| 900]: Train Loss:0.0018265, Val MRR:0.3949, icews14_both
2023-06-20 19:02:17,899 - icews14_both - [INFO] - [Epoch:51]: Training Loss:0.001827
2023-06-20 19:02:18,113 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 19:02:31,733 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 19:02:45,148 - icews14_both - [INFO] - [Evaluating Epoch 51 valid]:
MRR: Tail : 0.41677, Head : 0.37126, Avg : 0.39402
2023-06-20 19:02:45,148 - icews14_both - [INFO] - [Epoch 51]: Training Loss: 0.0018273, Valid MRR: 0.3949,
2023-06-20 19:02:45,789 - icews14_both - [INFO] - [E:52| 0]: Train Loss:0.0018102, Val MRR:0.3949, icews14_both
2023-06-20 19:03:48,665 - icews14_both - [INFO] - [E:52| 100]: Train Loss:0.0018126, Val MRR:0.3949, icews14_both
2023-06-20 19:04:51,546 - icews14_both - [INFO] - [E:52| 200]: Train Loss:0.001814, Val MRR:0.3949, icews14_both
2023-06-20 19:05:54,411 - icews14_both - [INFO] - [E:52| 300]: Train Loss:0.0018149, Val MRR:0.3949, icews14_both
2023-06-20 19:06:57,279 - icews14_both - [INFO] - [E:52| 400]: Train Loss:0.0018159, Val MRR:0.3949, icews14_both
2023-06-20 19:08:00,143 - icews14_both - [INFO] - [E:52| 500]: Train Loss:0.0018173, Val MRR:0.3949, icews14_both
2023-06-20 19:09:03,016 - icews14_both - [INFO] - [E:52| 600]: Train Loss:0.0018192, Val MRR:0.3949, icews14_both
2023-06-20 19:10:05,890 - icews14_both - [INFO] - [E:52| 700]: Train Loss:0.0018212, Val MRR:0.3949, icews14_both
2023-06-20 19:11:08,735 - icews14_both - [INFO] - [E:52| 800]: Train Loss:0.0018235, Val MRR:0.3949, icews14_both
2023-06-20 19:12:11,606 - icews14_both - [INFO] - [E:52| 900]: Train Loss:0.001824, Val MRR:0.3949, icews14_both
2023-06-20 19:12:55,808 - icews14_both - [INFO] - [Epoch:52]: Training Loss:0.001825
2023-06-20 19:12:56,022 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 19:13:09,659 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 19:13:23,059 - icews14_both - [INFO] - [Evaluating Epoch 52 valid]:
MRR: Tail : 0.42117, Head : 0.37366, Avg : 0.39742
2023-06-20 19:13:24,367 - icews14_both - [INFO] - [Epoch 52]: Training Loss: 0.0018246, Valid MRR: 0.39742,
2023-06-20 19:13:25,014 - icews14_both - [INFO] - [E:53| 0]: Train Loss:0.0017668, Val MRR:0.39742, icews14_both
2023-06-20 19:14:27,754 - icews14_both - [INFO] - [E:53| 100]: Train Loss:0.0018073, Val MRR:0.39742, icews14_both
2023-06-20 19:15:30,547 - icews14_both - [INFO] - [E:53| 200]: Train Loss:0.0018117, Val MRR:0.39742, icews14_both
2023-06-20 19:16:33,304 - icews14_both - [INFO] - [E:53| 300]: Train Loss:0.0018131, Val MRR:0.39742, icews14_both
2023-06-20 19:17:36,068 - icews14_both - [INFO] - [E:53| 400]: Train Loss:0.0018142, Val MRR:0.39742, icews14_both
2023-06-20 19:18:38,833 - icews14_both - [INFO] - [E:53| 500]: Train Loss:0.0018158, Val MRR:0.39742, icews14_both
2023-06-20 19:19:41,571 - icews14_both - [INFO] - [E:53| 600]: Train Loss:0.0018172, Val MRR:0.39742, icews14_both
2023-06-20 19:20:44,331 - icews14_both - [INFO] - [E:53| 700]: Train Loss:0.0018184, Val MRR:0.39742, icews14_both
2023-06-20 19:21:47,083 - icews14_both - [INFO] - [E:53| 800]: Train Loss:0.001819, Val MRR:0.39742, icews14_both
2023-06-20 19:22:49,844 - icews14_both - [INFO] - [E:53| 900]: Train Loss:0.0018206, Val MRR:0.39742, icews14_both
2023-06-20 19:23:33,973 - icews14_both - [INFO] - [Epoch:53]: Training Loss:0.001821
2023-06-20 19:23:34,186 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 19:23:47,791 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 19:24:01,184 - icews14_both - [INFO] - [Evaluating Epoch 53 valid]:
MRR: Tail : 0.41859, Head : 0.37215, Avg : 0.39537
2023-06-20 19:24:01,184 - icews14_both - [INFO] - [Epoch 53]: Training Loss: 0.001821, Valid MRR: 0.39742,
2023-06-20 19:24:01,819 - icews14_both - [INFO] - [E:54| 0]: Train Loss:0.0018135, Val MRR:0.39742, icews14_both
2023-06-20 19:25:04,594 - icews14_both - [INFO] - [E:54| 100]: Train Loss:0.0018105, Val MRR:0.39742, icews14_both
2023-06-20 19:26:07,353 - icews14_both - [INFO] - [E:54| 200]: Train Loss:0.0018109, Val MRR:0.39742, icews14_both
2023-06-20 19:27:10,102 - icews14_both - [INFO] - [E:54| 300]: Train Loss:0.001812, Val MRR:0.39742, icews14_both
2023-06-20 19:28:12,883 - icews14_both - [INFO] - [E:54| 400]: Train Loss:0.0018122, Val MRR:0.39742, icews14_both
2023-06-20 19:29:15,634 - icews14_both - [INFO] - [E:54| 500]: Train Loss:0.0018131, Val MRR:0.39742, icews14_both
2023-06-20 19:30:18,391 - icews14_both - [INFO] - [E:54| 600]: Train Loss:0.0018149, Val MRR:0.39742, icews14_both
2023-06-20 19:31:21,146 - icews14_both - [INFO] - [E:54| 700]: Train Loss:0.0018159, Val MRR:0.39742, icews14_both
2023-06-20 19:32:23,916 - icews14_both - [INFO] - [E:54| 800]: Train Loss:0.0018169, Val MRR:0.39742, icews14_both
2023-06-20 19:33:26,672 - icews14_both - [INFO] - [E:54| 900]: Train Loss:0.0018174, Val MRR:0.39742, icews14_both
2023-06-20 19:34:10,805 - icews14_both - [INFO] - [Epoch:54]: Training Loss:0.001818
2023-06-20 19:34:11,017 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 19:34:24,647 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 19:34:38,049 - icews14_both - [INFO] - [Evaluating Epoch 54 valid]:
MRR: Tail : 0.42081, Head : 0.37252, Avg : 0.39667
2023-06-20 19:34:38,049 - icews14_both - [INFO] - [Epoch 54]: Training Loss: 0.0018182, Valid MRR: 0.39742,
2023-06-20 19:34:38,684 - icews14_both - [INFO] - [E:55| 0]: Train Loss:0.0017881, Val MRR:0.39742, icews14_both
2023-06-20 19:35:41,438 - icews14_both - [INFO] - [E:55| 100]: Train Loss:0.0018008, Val MRR:0.39742, icews14_both
2023-06-20 19:36:44,250 - icews14_both - [INFO] - [E:55| 200]: Train Loss:0.0018042, Val MRR:0.39742, icews14_both
2023-06-20 19:37:47,080 - icews14_both - [INFO] - [E:55| 300]: Train Loss:0.0018078, Val MRR:0.39742, icews14_both
2023-06-20 19:38:49,920 - icews14_both - [INFO] - [E:55| 400]: Train Loss:0.001808, Val MRR:0.39742, icews14_both
2023-06-20 19:39:52,749 - icews14_both - [INFO] - [E:55| 500]: Train Loss:0.0018092, Val MRR:0.39742, icews14_both
2023-06-20 19:40:55,592 - icews14_both - [INFO] - [E:55| 600]: Train Loss:0.0018097, Val MRR:0.39742, icews14_both
2023-06-20 19:41:58,394 - icews14_both - [INFO] - [E:55| 700]: Train Loss:0.0018106, Val MRR:0.39742, icews14_both
2023-06-20 19:43:01,180 - icews14_both - [INFO] - [E:55| 800]: Train Loss:0.0018119, Val MRR:0.39742, icews14_both
2023-06-20 19:44:03,940 - icews14_both - [INFO] - [E:55| 900]: Train Loss:0.0018133, Val MRR:0.39742, icews14_both
2023-06-20 19:44:48,056 - icews14_both - [INFO] - [Epoch:55]: Training Loss:0.001815
2023-06-20 19:44:48,269 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 19:45:01,886 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 19:45:15,292 - icews14_both - [INFO] - [Evaluating Epoch 55 valid]:
MRR: Tail : 0.42078, Head : 0.37056, Avg : 0.39567
2023-06-20 19:45:15,292 - icews14_both - [INFO] - [Epoch 55]: Training Loss: 0.0018147, Valid MRR: 0.39742,
2023-06-20 19:45:15,929 - icews14_both - [INFO] - [E:56| 0]: Train Loss:0.0018128, Val MRR:0.39742, icews14_both
2023-06-20 19:46:18,713 - icews14_both - [INFO] - [E:56| 100]: Train Loss:0.0018029, Val MRR:0.39742, icews14_both
2023-06-20 19:47:21,496 - icews14_both - [INFO] - [E:56| 200]: Train Loss:0.0018057, Val MRR:0.39742, icews14_both
2023-06-20 19:48:24,276 - icews14_both - [INFO] - [E:56| 300]: Train Loss:0.0018048, Val MRR:0.39742, icews14_both
2023-06-20 19:49:27,114 - icews14_both - [INFO] - [E:56| 400]: Train Loss:0.0018058, Val MRR:0.39742, icews14_both
2023-06-20 19:50:29,968 - icews14_both - [INFO] - [E:56| 500]: Train Loss:0.0018069, Val MRR:0.39742, icews14_both
2023-06-20 19:51:32,841 - icews14_both - [INFO] - [E:56| 600]: Train Loss:0.0018078, Val MRR:0.39742, icews14_both
2023-06-20 19:52:35,682 - icews14_both - [INFO] - [E:56| 700]: Train Loss:0.0018091, Val MRR:0.39742, icews14_both
2023-06-20 19:53:38,534 - icews14_both - [INFO] - [E:56| 800]: Train Loss:0.0018102, Val MRR:0.39742, icews14_both
2023-06-20 19:54:41,376 - icews14_both - [INFO] - [E:56| 900]: Train Loss:0.0018114, Val MRR:0.39742, icews14_both
2023-06-20 19:55:25,567 - icews14_both - [INFO] - [Epoch:56]: Training Loss:0.001812
2023-06-20 19:55:25,780 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 19:55:39,419 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 19:55:52,830 - icews14_both - [INFO] - [Evaluating Epoch 56 valid]:
MRR: Tail : 0.42098, Head : 0.37268, Avg : 0.39683
2023-06-20 19:55:52,830 - icews14_both - [INFO] - [Epoch 56]: Training Loss: 0.0018121, Valid MRR: 0.39742,
2023-06-20 19:55:53,470 - icews14_both - [INFO] - [E:57| 0]: Train Loss:0.0018106, Val MRR:0.39742, icews14_both
2023-06-20 19:56:56,342 - icews14_both - [INFO] - [E:57| 100]: Train Loss:0.0017999, Val MRR:0.39742, icews14_both
2023-06-20 19:57:59,182 - icews14_both - [INFO] - [E:57| 200]: Train Loss:0.0018006, Val MRR:0.39742, icews14_both
2023-06-20 19:59:02,020 - icews14_both - [INFO] - [E:57| 300]: Train Loss:0.0018006, Val MRR:0.39742, icews14_both
2023-06-20 20:00:04,875 - icews14_both - [INFO] - [E:57| 400]: Train Loss:0.0018029, Val MRR:0.39742, icews14_both
2023-06-20 20:01:07,707 - icews14_both - [INFO] - [E:57| 500]: Train Loss:0.0018041, Val MRR:0.39742, icews14_both
2023-06-20 20:02:10,556 - icews14_both - [INFO] - [E:57| 600]: Train Loss:0.0018048, Val MRR:0.39742, icews14_both
2023-06-20 20:03:13,414 - icews14_both - [INFO] - [E:57| 700]: Train Loss:0.0018061, Val MRR:0.39742, icews14_both
2023-06-20 20:04:16,265 - icews14_both - [INFO] - [E:57| 800]: Train Loss:0.0018074, Val MRR:0.39742, icews14_both
2023-06-20 20:05:19,132 - icews14_both - [INFO] - [E:57| 900]: Train Loss:0.0018086, Val MRR:0.39742, icews14_both
2023-06-20 20:06:03,315 - icews14_both - [INFO] - [Epoch:57]: Training Loss:0.00181
2023-06-20 20:06:03,530 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 20:06:17,153 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 20:06:30,561 - icews14_both - [INFO] - [Evaluating Epoch 57 valid]:
MRR: Tail : 0.42026, Head : 0.37368, Avg : 0.39697
2023-06-20 20:06:30,562 - icews14_both - [INFO] - [Epoch 57]: Training Loss: 0.0018097, Valid MRR: 0.39742,
2023-06-20 20:06:31,200 - icews14_both - [INFO] - [E:58| 0]: Train Loss:0.00175, Val MRR:0.39742, icews14_both
2023-06-20 20:07:34,057 - icews14_both - [INFO] - [E:58| 100]: Train Loss:0.0017929, Val MRR:0.39742, icews14_both
2023-06-20 20:08:36,930 - icews14_both - [INFO] - [E:58| 200]: Train Loss:0.0017959, Val MRR:0.39742, icews14_both
2023-06-20 20:09:39,785 - icews14_both - [INFO] - [E:58| 300]: Train Loss:0.0017972, Val MRR:0.39742, icews14_both
2023-06-20 20:10:42,632 - icews14_both - [INFO] - [E:58| 400]: Train Loss:0.001799, Val MRR:0.39742, icews14_both
2023-06-20 20:11:45,478 - icews14_both - [INFO] - [E:58| 500]: Train Loss:0.0018008, Val MRR:0.39742, icews14_both
2023-06-20 20:12:48,333 - icews14_both - [INFO] - [E:58| 600]: Train Loss:0.0018021, Val MRR:0.39742, icews14_both
2023-06-20 20:13:51,225 - icews14_both - [INFO] - [E:58| 700]: Train Loss:0.0018031, Val MRR:0.39742, icews14_both
2023-06-20 20:14:54,097 - icews14_both - [INFO] - [E:58| 800]: Train Loss:0.0018042, Val MRR:0.39742, icews14_both
2023-06-20 20:15:56,977 - icews14_both - [INFO] - [E:58| 900]: Train Loss:0.0018055, Val MRR:0.39742, icews14_both
2023-06-20 20:16:41,163 - icews14_both - [INFO] - [Epoch:58]: Training Loss:0.001806
2023-06-20 20:16:41,376 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 20:16:55,018 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 20:17:08,424 - icews14_both - [INFO] - [Evaluating Epoch 58 valid]:
MRR: Tail : 0.42063, Head : 0.37346, Avg : 0.39704
2023-06-20 20:17:08,425 - icews14_both - [INFO] - [Epoch 58]: Training Loss: 0.0018061, Valid MRR: 0.39742,
2023-06-20 20:17:09,063 - icews14_both - [INFO] - [E:59| 0]: Train Loss:0.0018453, Val MRR:0.39742, icews14_both
2023-06-20 20:18:11,912 - icews14_both - [INFO] - [E:59| 100]: Train Loss:0.0017914, Val MRR:0.39742, icews14_both
2023-06-20 20:19:14,790 - icews14_both - [INFO] - [E:59| 200]: Train Loss:0.0017946, Val MRR:0.39742, icews14_both
2023-06-20 20:20:17,645 - icews14_both - [INFO] - [E:59| 300]: Train Loss:0.001796, Val MRR:0.39742, icews14_both
2023-06-20 20:21:20,535 - icews14_both - [INFO] - [E:59| 400]: Train Loss:0.0017965, Val MRR:0.39742, icews14_both
2023-06-20 20:22:23,393 - icews14_both - [INFO] - [E:59| 500]: Train Loss:0.0017979, Val MRR:0.39742, icews14_both
2023-06-20 20:23:26,234 - icews14_both - [INFO] - [E:59| 600]: Train Loss:0.0017991, Val MRR:0.39742, icews14_both
2023-06-20 20:24:29,106 - icews14_both - [INFO] - [E:59| 700]: Train Loss:0.0018003, Val MRR:0.39742, icews14_both
2023-06-20 20:25:31,960 - icews14_both - [INFO] - [E:59| 800]: Train Loss:0.0018019, Val MRR:0.39742, icews14_both
2023-06-20 20:26:34,849 - icews14_both - [INFO] - [E:59| 900]: Train Loss:0.0018031, Val MRR:0.39742, icews14_both
2023-06-20 20:27:19,059 - icews14_both - [INFO] - [Epoch:59]: Training Loss:0.001803
2023-06-20 20:27:19,272 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 20:27:32,887 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 20:27:46,304 - icews14_both - [INFO] - [Evaluating Epoch 59 valid]:
MRR: Tail : 0.42107, Head : 0.37521, Avg : 0.39814
MR: Tail : 379.33, Head : 387.43, Avg : 383.38
Hit-1: Tail : 0.31686, Head : 0.26913, Avg : 0.29299
Hit-3: Tail : 0.47284, Head : 0.42329, Avg : 0.44807
Hit-10: Tail : 0.62114, Head : 0.58745, Avg : 0.6043
2023-06-20 20:27:47,546 - icews14_both - [INFO] - [Epoch 59]: Training Loss: 0.0018035, Valid MRR: 0.39814,
2023-06-20 20:27:48,187 - icews14_both - [INFO] - [E:60| 0]: Train Loss:0.0018374, Val MRR:0.39814, icews14_both
2023-06-20 20:28:51,055 - icews14_both - [INFO] - [E:60| 100]: Train Loss:0.001789, Val MRR:0.39814, icews14_both
2023-06-20 20:29:53,916 - icews14_both - [INFO] - [E:60| 200]: Train Loss:0.0017883, Val MRR:0.39814, icews14_both
2023-06-20 20:30:56,788 - icews14_both - [INFO] - [E:60| 300]: Train Loss:0.0017913, Val MRR:0.39814, icews14_both
2023-06-20 20:31:59,631 - icews14_both - [INFO] - [E:60| 400]: Train Loss:0.0017924, Val MRR:0.39814, icews14_both
2023-06-20 20:33:02,511 - icews14_both - [INFO] - [E:60| 500]: Train Loss:0.0017941, Val MRR:0.39814, icews14_both
2023-06-20 20:34:05,384 - icews14_both - [INFO] - [E:60| 600]: Train Loss:0.0017952, Val MRR:0.39814, icews14_both
2023-06-20 20:35:08,254 - icews14_both - [INFO] - [E:60| 700]: Train Loss:0.0017968, Val MRR:0.39814, icews14_both
2023-06-20 20:36:11,119 - icews14_both - [INFO] - [E:60| 800]: Train Loss:0.0017981, Val MRR:0.39814, icews14_both
2023-06-20 20:37:13,981 - icews14_both - [INFO] - [E:60| 900]: Train Loss:0.0017993, Val MRR:0.39814, icews14_both
2023-06-20 20:37:58,171 - icews14_both - [INFO] - [Epoch:60]: Training Loss:0.0018
2023-06-20 20:37:58,390 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 20:38:12,034 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 20:38:25,444 - icews14_both - [INFO] - [Evaluating Epoch 60 valid]:
MRR: Tail : 0.42176, Head : 0.37468, Avg : 0.39822
2023-06-20 20:38:26,763 - icews14_both - [INFO] - [Epoch 60]: Training Loss: 0.0018003, Valid MRR: 0.39822,
2023-06-20 20:38:27,405 - icews14_both - [INFO] - [E:61| 0]: Train Loss:0.001801, Val MRR:0.39822, icews14_both
2023-06-20 20:39:30,262 - icews14_both - [INFO] - [E:61| 100]: Train Loss:0.0017887, Val MRR:0.39822, icews14_both
2023-06-20 20:40:33,135 - icews14_both - [INFO] - [E:61| 200]: Train Loss:0.0017878, Val MRR:0.39822, icews14_both
2023-06-20 20:41:35,999 - icews14_both - [INFO] - [E:61| 300]: Train Loss:0.0017902, Val MRR:0.39822, icews14_both
2023-06-20 20:42:38,884 - icews14_both - [INFO] - [E:61| 400]: Train Loss:0.0017913, Val MRR:0.39822, icews14_both
2023-06-20 20:43:41,743 - icews14_both - [INFO] - [E:61| 500]: Train Loss:0.0017919, Val MRR:0.39822, icews14_both
2023-06-20 20:44:44,619 - icews14_both - [INFO] - [E:61| 600]: Train Loss:0.0017936, Val MRR:0.39822, icews14_both
2023-06-20 20:45:47,463 - icews14_both - [INFO] - [E:61| 700]: Train Loss:0.0017946, Val MRR:0.39822, icews14_both
2023-06-20 20:46:50,329 - icews14_both - [INFO] - [E:61| 800]: Train Loss:0.0017961, Val MRR:0.39822, icews14_both
2023-06-20 20:47:53,195 - icews14_both - [INFO] - [E:61| 900]: Train Loss:0.0017971, Val MRR:0.39822, icews14_both
2023-06-20 20:48:37,395 - icews14_both - [INFO] - [Epoch:61]: Training Loss:0.001798
2023-06-20 20:48:37,610 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 20:48:51,235 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 20:49:04,639 - icews14_both - [INFO] - [Evaluating Epoch 61 valid]:
MRR: Tail : 0.42259, Head : 0.37312, Avg : 0.39785
2023-06-20 20:49:04,639 - icews14_both - [INFO] - [Epoch 61]: Training Loss: 0.0017983, Valid MRR: 0.39822,
2023-06-20 20:49:05,277 - icews14_both - [INFO] - [E:62| 0]: Train Loss:0.0017499, Val MRR:0.39822, icews14_both
2023-06-20 20:50:08,146 - icews14_both - [INFO] - [E:62| 100]: Train Loss:0.0017857, Val MRR:0.39822, icews14_both
2023-06-20 20:51:11,032 - icews14_both - [INFO] - [E:62| 200]: Train Loss:0.0017859, Val MRR:0.39822, icews14_both
2023-06-20 20:52:13,871 - icews14_both - [INFO] - [E:62| 300]: Train Loss:0.0017868, Val MRR:0.39822, icews14_both
2023-06-20 20:53:16,736 - icews14_both - [INFO] - [E:62| 400]: Train Loss:0.0017887, Val MRR:0.39822, icews14_both
2023-06-20 20:54:19,566 - icews14_both - [INFO] - [E:62| 500]: Train Loss:0.0017898, Val MRR:0.39822, icews14_both
2023-06-20 20:55:22,309 - icews14_both - [INFO] - [E:62| 600]: Train Loss:0.001791, Val MRR:0.39822, icews14_both
2023-06-20 20:56:25,202 - icews14_both - [INFO] - [E:62| 700]: Train Loss:0.0017923, Val MRR:0.39822, icews14_both
2023-06-20 20:57:28,016 - icews14_both - [INFO] - [E:62| 800]: Train Loss:0.0017933, Val MRR:0.39822, icews14_both
2023-06-20 20:58:30,835 - icews14_both - [INFO] - [E:62| 900]: Train Loss:0.0017943, Val MRR:0.39822, icews14_both
2023-06-20 20:59:15,017 - icews14_both - [INFO] - [Epoch:62]: Training Loss:0.001795
2023-06-20 20:59:15,230 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 20:59:28,851 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 20:59:42,253 - icews14_both - [INFO] - [Evaluating Epoch 62 valid]:
MRR: Tail : 0.42324, Head : 0.37596, Avg : 0.3996
2023-06-20 20:59:43,571 - icews14_both - [INFO] - [Epoch 62]: Training Loss: 0.001795, Valid MRR: 0.3996,
2023-06-20 20:59:44,209 - icews14_both - [INFO] - [E:63| 0]: Train Loss:0.0018279, Val MRR:0.3996, icews14_both
2023-06-20 21:00:47,030 - icews14_both - [INFO] - [E:63| 100]: Train Loss:0.0017787, Val MRR:0.3996, icews14_both
2023-06-20 21:01:49,812 - icews14_both - [INFO] - [E:63| 200]: Train Loss:0.0017823, Val MRR:0.3996, icews14_both
2023-06-20 21:02:52,640 - icews14_both - [INFO] - [E:63| 300]: Train Loss:0.0017833, Val MRR:0.3996, icews14_both
2023-06-20 21:03:55,471 - icews14_both - [INFO] - [E:63| 400]: Train Loss:0.0017849, Val MRR:0.3996, icews14_both
2023-06-20 21:04:58,290 - icews14_both - [INFO] - [E:63| 500]: Train Loss:0.0017864, Val MRR:0.3996, icews14_both
2023-06-20 21:06:01,094 - icews14_both - [INFO] - [E:63| 600]: Train Loss:0.0017879, Val MRR:0.3996, icews14_both
2023-06-20 21:07:03,895 - icews14_both - [INFO] - [E:63| 700]: Train Loss:0.0017891, Val MRR:0.3996, icews14_both
2023-06-20 21:08:06,702 - icews14_both - [INFO] - [E:63| 800]: Train Loss:0.0017905, Val MRR:0.3996, icews14_both
2023-06-20 21:09:09,506 - icews14_both - [INFO] - [E:63| 900]: Train Loss:0.0017916, Val MRR:0.3996, icews14_both
2023-06-20 21:09:53,678 - icews14_both - [INFO] - [Epoch:63]: Training Loss:0.001792
2023-06-20 21:09:53,897 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 21:10:07,507 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 21:10:20,907 - icews14_both - [INFO] - [Evaluating Epoch 63 valid]:
MRR: Tail : 0.42291, Head : 0.37311, Avg : 0.39801
2023-06-20 21:10:20,907 - icews14_both - [INFO] - [Epoch 63]: Training Loss: 0.0017924, Valid MRR: 0.3996,
2023-06-20 21:10:21,548 - icews14_both - [INFO] - [E:64| 0]: Train Loss:0.0018006, Val MRR:0.3996, icews14_both
2023-06-20 21:11:24,363 - icews14_both - [INFO] - [E:64| 100]: Train Loss:0.0017779, Val MRR:0.3996, icews14_both
2023-06-20 21:12:27,201 - icews14_both - [INFO] - [E:64| 200]: Train Loss:0.0017804, Val MRR:0.3996, icews14_both
2023-06-20 21:13:30,025 - icews14_both - [INFO] - [E:64| 300]: Train Loss:0.0017813, Val MRR:0.3996, icews14_both
2023-06-20 21:14:32,848 - icews14_both - [INFO] - [E:64| 400]: Train Loss:0.0017837, Val MRR:0.3996, icews14_both
2023-06-20 21:15:35,677 - icews14_both - [INFO] - [E:64| 500]: Train Loss:0.0017853, Val MRR:0.3996, icews14_both
2023-06-20 21:16:38,513 - icews14_both - [INFO] - [E:64| 600]: Train Loss:0.0017861, Val MRR:0.3996, icews14_both
2023-06-20 21:17:41,327 - icews14_both - [INFO] - [E:64| 700]: Train Loss:0.0017869, Val MRR:0.3996, icews14_both
2023-06-20 21:18:44,172 - icews14_both - [INFO] - [E:64| 800]: Train Loss:0.0017877, Val MRR:0.3996, icews14_both
2023-06-20 21:19:46,999 - icews14_both - [INFO] - [E:64| 900]: Train Loss:0.0017885, Val MRR:0.3996, icews14_both
2023-06-20 21:20:31,170 - icews14_both - [INFO] - [Epoch:64]: Training Loss:0.001789
2023-06-20 21:20:31,384 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 21:20:45,007 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 21:20:58,443 - icews14_both - [INFO] - [Evaluating Epoch 64 valid]:
MRR: Tail : 0.42318, Head : 0.37361, Avg : 0.3984
2023-06-20 21:20:58,443 - icews14_both - [INFO] - [Epoch 64]: Training Loss: 0.0017894, Valid MRR: 0.3996,
2023-06-20 21:20:59,094 - icews14_both - [INFO] - [E:65| 0]: Train Loss:0.0017598, Val MRR:0.3996, icews14_both
2023-06-20 21:22:01,912 - icews14_both - [INFO] - [E:65| 100]: Train Loss:0.0017751, Val MRR:0.3996, icews14_both
2023-06-20 21:23:04,731 - icews14_both - [INFO] - [E:65| 200]: Train Loss:0.0017754, Val MRR:0.3996, icews14_both
2023-06-20 21:24:07,538 - icews14_both - [INFO] - [E:65| 300]: Train Loss:0.0017768, Val MRR:0.3996, icews14_both
2023-06-20 21:25:10,358 - icews14_both - [INFO] - [E:65| 400]: Train Loss:0.0017789, Val MRR:0.3996, icews14_both
2023-06-20 21:26:13,170 - icews14_both - [INFO] - [E:65| 500]: Train Loss:0.0017803, Val MRR:0.3996, icews14_both
2023-06-20 21:27:16,006 - icews14_both - [INFO] - [E:65| 600]: Train Loss:0.0017815, Val MRR:0.3996, icews14_both
2023-06-20 21:28:18,825 - icews14_both - [INFO] - [E:65| 700]: Train Loss:0.0017825, Val MRR:0.3996, icews14_both
2023-06-20 21:29:21,664 - icews14_both - [INFO] - [E:65| 800]: Train Loss:0.0017843, Val MRR:0.3996, icews14_both
2023-06-20 21:30:24,512 - icews14_both - [INFO] - [E:65| 900]: Train Loss:0.0017853, Val MRR:0.3996, icews14_both
2023-06-20 21:31:08,729 - icews14_both - [INFO] - [Epoch:65]: Training Loss:0.001786
2023-06-20 21:31:08,942 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 21:31:22,554 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 21:31:35,960 - icews14_both - [INFO] - [Evaluating Epoch 65 valid]:
MRR: Tail : 0.42253, Head : 0.37418, Avg : 0.39835
2023-06-20 21:31:35,961 - icews14_both - [INFO] - [Epoch 65]: Training Loss: 0.001786, Valid MRR: 0.3996,
2023-06-20 21:31:36,605 - icews14_both - [INFO] - [E:66| 0]: Train Loss:0.0018405, Val MRR:0.3996, icews14_both
2023-06-20 21:32:39,533 - icews14_both - [INFO] - [E:66| 100]: Train Loss:0.0017772, Val MRR:0.3996, icews14_both
2023-06-20 21:33:42,452 - icews14_both - [INFO] - [E:66| 200]: Train Loss:0.0017748, Val MRR:0.3996, icews14_both
2023-06-20 21:34:45,396 - icews14_both - [INFO] - [E:66| 300]: Train Loss:0.0017762, Val MRR:0.3996, icews14_both
2023-06-20 21:35:48,356 - icews14_both - [INFO] - [E:66| 400]: Train Loss:0.001778, Val MRR:0.3996, icews14_both
2023-06-20 21:36:51,300 - icews14_both - [INFO] - [E:66| 500]: Train Loss:0.0017787, Val MRR:0.3996, icews14_both
2023-06-20 21:37:54,243 - icews14_both - [INFO] - [E:66| 600]: Train Loss:0.0017796, Val MRR:0.3996, icews14_both
2023-06-20 21:38:57,191 - icews14_both - [INFO] - [E:66| 700]: Train Loss:0.0017807, Val MRR:0.3996, icews14_both
2023-06-20 21:40:00,149 - icews14_both - [INFO] - [E:66| 800]: Train Loss:0.0017812, Val MRR:0.3996, icews14_both
2023-06-20 21:41:03,090 - icews14_both - [INFO] - [E:66| 900]: Train Loss:0.0017826, Val MRR:0.3996, icews14_both
2023-06-20 21:41:47,352 - icews14_both - [INFO] - [Epoch:66]: Training Loss:0.001783
2023-06-20 21:41:47,565 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 21:42:01,194 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 21:42:14,608 - icews14_both - [INFO] - [Evaluating Epoch 66 valid]:
MRR: Tail : 0.42354, Head : 0.37429, Avg : 0.39891
2023-06-20 21:42:14,609 - icews14_both - [INFO] - [Epoch 66]: Training Loss: 0.0017833, Valid MRR: 0.3996,
2023-06-20 21:42:15,249 - icews14_both - [INFO] - [E:67| 0]: Train Loss:0.0017674, Val MRR:0.3996, icews14_both
2023-06-20 21:43:18,208 - icews14_both - [INFO] - [E:67| 100]: Train Loss:0.0017746, Val MRR:0.3996, icews14_both
2023-06-20 21:44:21,164 - icews14_both - [INFO] - [E:67| 200]: Train Loss:0.0017718, Val MRR:0.3996, icews14_both
2023-06-20 21:45:24,112 - icews14_both - [INFO] - [E:67| 300]: Train Loss:0.0017724, Val MRR:0.3996, icews14_both
2023-06-20 21:46:27,069 - icews14_both - [INFO] - [E:67| 400]: Train Loss:0.0017727, Val MRR:0.3996, icews14_both
2023-06-20 21:47:30,032 - icews14_both - [INFO] - [E:67| 500]: Train Loss:0.0017739, Val MRR:0.3996, icews14_both
2023-06-20 21:48:32,989 - icews14_both - [INFO] - [E:67| 600]: Train Loss:0.0017753, Val MRR:0.3996, icews14_both
2023-06-20 21:49:35,936 - icews14_both - [INFO] - [E:67| 700]: Train Loss:0.0017765, Val MRR:0.3996, icews14_both
2023-06-20 21:50:38,901 - icews14_both - [INFO] - [E:67| 800]: Train Loss:0.0017781, Val MRR:0.3996, icews14_both
2023-06-20 21:51:41,872 - icews14_both - [INFO] - [E:67| 900]: Train Loss:0.0017793, Val MRR:0.3996, icews14_both
2023-06-20 21:52:26,157 - icews14_both - [INFO] - [Epoch:67]: Training Loss:0.00178
2023-06-20 21:52:26,372 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 21:52:40,001 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 21:52:53,414 - icews14_both - [INFO] - [Evaluating Epoch 67 valid]:
MRR: Tail : 0.42137, Head : 0.37316, Avg : 0.39726
2023-06-20 21:52:53,414 - icews14_both - [INFO] - [Epoch 67]: Training Loss: 0.0017798, Valid MRR: 0.3996,
2023-06-20 21:52:54,054 - icews14_both - [INFO] - [E:68| 0]: Train Loss:0.001713, Val MRR:0.3996, icews14_both
2023-06-20 21:53:57,010 - icews14_both - [INFO] - [E:68| 100]: Train Loss:0.0017689, Val MRR:0.3996, icews14_both
2023-06-20 21:54:59,964 - icews14_both - [INFO] - [E:68| 200]: Train Loss:0.0017689, Val MRR:0.3996, icews14_both
2023-06-20 21:56:02,935 - icews14_both - [INFO] - [E:68| 300]: Train Loss:0.0017689, Val MRR:0.3996, icews14_both
2023-06-20 21:57:05,905 - icews14_both - [INFO] - [E:68| 400]: Train Loss:0.0017701, Val MRR:0.3996, icews14_both
2023-06-20 21:58:08,867 - icews14_both - [INFO] - [E:68| 500]: Train Loss:0.0017715, Val MRR:0.3996, icews14_both
2023-06-20 21:59:11,843 - icews14_both - [INFO] - [E:68| 600]: Train Loss:0.0017722, Val MRR:0.3996, icews14_both
2023-06-20 22:00:14,802 - icews14_both - [INFO] - [E:68| 700]: Train Loss:0.0017737, Val MRR:0.3996, icews14_both
2023-06-20 22:01:17,766 - icews14_both - [INFO] - [E:68| 800]: Train Loss:0.0017752, Val MRR:0.3996, icews14_both
2023-06-20 22:02:20,724 - icews14_both - [INFO] - [E:68| 900]: Train Loss:0.0017764, Val MRR:0.3996, icews14_both
2023-06-20 22:03:05,001 - icews14_both - [INFO] - [Epoch:68]: Training Loss:0.001777
2023-06-20 22:03:05,214 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 22:03:18,842 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 22:03:32,269 - icews14_both - [INFO] - [Evaluating Epoch 68 valid]:
MRR: Tail : 0.42248, Head : 0.37376, Avg : 0.39812
2023-06-20 22:03:32,269 - icews14_both - [INFO] - [Epoch 68]: Training Loss: 0.0017773, Valid MRR: 0.3996,
2023-06-20 22:03:32,907 - icews14_both - [INFO] - [E:69| 0]: Train Loss:0.001775, Val MRR:0.3996, icews14_both
2023-06-20 22:04:35,873 - icews14_both - [INFO] - [E:69| 100]: Train Loss:0.0017602, Val MRR:0.3996, icews14_both
2023-06-20 22:05:38,837 - icews14_both - [INFO] - [E:69| 200]: Train Loss:0.0017627, Val MRR:0.3996, icews14_both
2023-06-20 22:06:41,793 - icews14_both - [INFO] - [E:69| 300]: Train Loss:0.0017645, Val MRR:0.3996, icews14_both
2023-06-20 22:07:44,759 - icews14_both - [INFO] - [E:69| 400]: Train Loss:0.0017656, Val MRR:0.3996, icews14_both
2023-06-20 22:08:47,726 - icews14_both - [INFO] - [E:69| 500]: Train Loss:0.0017678, Val MRR:0.3996, icews14_both
2023-06-20 22:09:50,661 - icews14_both - [INFO] - [E:69| 600]: Train Loss:0.0017691, Val MRR:0.3996, icews14_both
2023-06-20 22:10:53,609 - icews14_both - [INFO] - [E:69| 700]: Train Loss:0.0017709, Val MRR:0.3996, icews14_both
2023-06-20 22:11:56,565 - icews14_both - [INFO] - [E:69| 800]: Train Loss:0.0017717, Val MRR:0.3996, icews14_both
2023-06-20 22:12:59,527 - icews14_both - [INFO] - [E:69| 900]: Train Loss:0.001773, Val MRR:0.3996, icews14_both
2023-06-20 22:13:43,814 - icews14_both - [INFO] - [Epoch:69]: Training Loss:0.001774
2023-06-20 22:13:44,029 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 22:13:57,661 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 22:14:11,092 - icews14_both - [INFO] - [Evaluating Epoch 69 valid]:
MRR: Tail : 0.42585, Head : 0.37493, Avg : 0.40039
MR: Tail : 392.21, Head : 407.85, Avg : 400.03
Hit-1: Tail : 0.31966, Head : 0.26596, Avg : 0.29281
Hit-3: Tail : 0.48566, Head : 0.4278, Avg : 0.45673
Hit-10: Tail : 0.62663, Head : 0.58757, Avg : 0.6071
2023-06-20 22:14:12,425 - icews14_both - [INFO] - [Epoch 69]: Training Loss: 0.0017736, Valid MRR: 0.40039,
2023-06-20 22:14:13,073 - icews14_both - [INFO] - [E:70| 0]: Train Loss:0.0017538, Val MRR:0.40039, icews14_both
2023-06-20 22:15:16,029 - icews14_both - [INFO] - [E:70| 100]: Train Loss:0.0017582, Val MRR:0.40039, icews14_both
2023-06-20 22:16:19,004 - icews14_both - [INFO] - [E:70| 200]: Train Loss:0.0017593, Val MRR:0.40039, icews14_both
2023-06-20 22:17:21,974 - icews14_both - [INFO] - [E:70| 300]: Train Loss:0.0017592, Val MRR:0.40039, icews14_both
2023-06-20 22:18:24,943 - icews14_both - [INFO] - [E:70| 400]: Train Loss:0.0017631, Val MRR:0.40039, icews14_both
2023-06-20 22:19:27,932 - icews14_both - [INFO] - [E:70| 500]: Train Loss:0.0017642, Val MRR:0.40039, icews14_both
2023-06-20 22:20:30,922 - icews14_both - [INFO] - [E:70| 600]: Train Loss:0.0017652, Val MRR:0.40039, icews14_both
2023-06-20 22:21:33,892 - icews14_both - [INFO] - [E:70| 700]: Train Loss:0.0017664, Val MRR:0.40039, icews14_both
2023-06-20 22:22:36,855 - icews14_both - [INFO] - [E:70| 800]: Train Loss:0.0017676, Val MRR:0.40039, icews14_both
2023-06-20 22:23:39,831 - icews14_both - [INFO] - [E:70| 900]: Train Loss:0.0017693, Val MRR:0.40039, icews14_both
2023-06-20 22:24:24,127 - icews14_both - [INFO] - [Epoch:70]: Training Loss:0.00177
2023-06-20 22:24:24,341 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 22:24:37,975 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 22:24:51,393 - icews14_both - [INFO] - [Evaluating Epoch 70 valid]:
MRR: Tail : 0.42489, Head : 0.37426, Avg : 0.39957
2023-06-20 22:24:51,393 - icews14_both - [INFO] - [Epoch 70]: Training Loss: 0.0017699, Valid MRR: 0.40039,
2023-06-20 22:24:52,033 - icews14_both - [INFO] - [E:71| 0]: Train Loss:0.001764, Val MRR:0.40039, icews14_both
2023-06-20 22:25:55,004 - icews14_both - [INFO] - [E:71| 100]: Train Loss:0.0017539, Val MRR:0.40039, icews14_both
2023-06-20 22:26:57,965 - icews14_both - [INFO] - [E:71| 200]: Train Loss:0.0017584, Val MRR:0.40039, icews14_both
2023-06-20 22:28:00,935 - icews14_both - [INFO] - [E:71| 300]: Train Loss:0.0017577, Val MRR:0.40039, icews14_both
2023-06-20 22:29:03,910 - icews14_both - [INFO] - [E:71| 400]: Train Loss:0.0017582, Val MRR:0.40039, icews14_both
2023-06-20 22:30:06,877 - icews14_both - [INFO] - [E:71| 500]: Train Loss:0.0017596, Val MRR:0.40039, icews14_both
2023-06-20 22:31:09,867 - icews14_both - [INFO] - [E:71| 600]: Train Loss:0.0017615, Val MRR:0.40039, icews14_both
2023-06-20 22:32:12,844 - icews14_both - [INFO] - [E:71| 700]: Train Loss:0.0017626, Val MRR:0.40039, icews14_both
2023-06-20 22:33:15,803 - icews14_both - [INFO] - [E:71| 800]: Train Loss:0.0017641, Val MRR:0.40039, icews14_both
2023-06-20 22:34:18,764 - icews14_both - [INFO] - [E:71| 900]: Train Loss:0.0017653, Val MRR:0.40039, icews14_both
2023-06-20 22:35:03,041 - icews14_both - [INFO] - [Epoch:71]: Training Loss:0.001766
2023-06-20 22:35:03,255 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 22:35:16,888 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 22:35:30,318 - icews14_both - [INFO] - [Evaluating Epoch 71 valid]:
MRR: Tail : 0.42208, Head : 0.37208, Avg : 0.39708
2023-06-20 22:35:30,318 - icews14_both - [INFO] - [Epoch 71]: Training Loss: 0.0017663, Valid MRR: 0.40039,
2023-06-20 22:35:30,961 - icews14_both - [INFO] - [E:72| 0]: Train Loss:0.0017774, Val MRR:0.40039, icews14_both
2023-06-20 22:36:33,915 - icews14_both - [INFO] - [E:72| 100]: Train Loss:0.0017531, Val MRR:0.40039, icews14_both
2023-06-20 22:37:36,884 - icews14_both - [INFO] - [E:72| 200]: Train Loss:0.0017515, Val MRR:0.40039, icews14_both
2023-06-20 22:38:39,858 - icews14_both - [INFO] - [E:72| 300]: Train Loss:0.0017537, Val MRR:0.40039, icews14_both
2023-06-20 22:39:42,829 - icews14_both - [INFO] - [E:72| 400]: Train Loss:0.0017557, Val MRR:0.40039, icews14_both
2023-06-20 22:40:45,813 - icews14_both - [INFO] - [E:72| 500]: Train Loss:0.0017565, Val MRR:0.40039, icews14_both
2023-06-20 22:41:48,786 - icews14_both - [INFO] - [E:72| 600]: Train Loss:0.001758, Val MRR:0.40039, icews14_both
2023-06-20 22:42:51,765 - icews14_both - [INFO] - [E:72| 700]: Train Loss:0.0017595, Val MRR:0.40039, icews14_both
2023-06-20 22:43:54,739 - icews14_both - [INFO] - [E:72| 800]: Train Loss:0.0017613, Val MRR:0.40039, icews14_both
2023-06-20 22:44:57,717 - icews14_both - [INFO] - [E:72| 900]: Train Loss:0.001762, Val MRR:0.40039, icews14_both
2023-06-20 22:45:42,001 - icews14_both - [INFO] - [Epoch:72]: Training Loss:0.001763
2023-06-20 22:45:42,214 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 22:45:55,845 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 22:46:09,266 - icews14_both - [INFO] - [Evaluating Epoch 72 valid]:
MRR: Tail : 0.42251, Head : 0.37243, Avg : 0.39747
2023-06-20 22:46:09,266 - icews14_both - [INFO] - [Epoch 72]: Training Loss: 0.0017626, Valid MRR: 0.40039,
2023-06-20 22:46:09,907 - icews14_both - [INFO] - [E:73| 0]: Train Loss:0.001727, Val MRR:0.40039, icews14_both
2023-06-20 22:47:12,910 - icews14_both - [INFO] - [E:73| 100]: Train Loss:0.001753, Val MRR:0.40039, icews14_both
2023-06-20 22:48:15,871 - icews14_both - [INFO] - [E:73| 200]: Train Loss:0.0017528, Val MRR:0.40039, icews14_both
2023-06-20 22:49:18,863 - icews14_both - [INFO] - [E:73| 300]: Train Loss:0.0017521, Val MRR:0.40039, icews14_both
2023-06-20 22:50:21,838 - icews14_both - [INFO] - [E:73| 400]: Train Loss:0.0017538, Val MRR:0.40039, icews14_both
2023-06-20 22:51:24,820 - icews14_both - [INFO] - [E:73| 500]: Train Loss:0.0017547, Val MRR:0.40039, icews14_both
2023-06-20 22:52:27,808 - icews14_both - [INFO] - [E:73| 600]: Train Loss:0.0017554, Val MRR:0.40039, icews14_both
2023-06-20 22:53:30,780 - icews14_both - [INFO] - [E:73| 700]: Train Loss:0.0017559, Val MRR:0.40039, icews14_both
2023-06-20 22:54:33,768 - icews14_both - [INFO] - [E:73| 800]: Train Loss:0.001757, Val MRR:0.40039, icews14_both
2023-06-20 22:55:36,737 - icews14_both - [INFO] - [E:73| 900]: Train Loss:0.001759, Val MRR:0.40039, icews14_both
2023-06-20 22:56:21,019 - icews14_both - [INFO] - [Epoch:73]: Training Loss:0.00176
2023-06-20 22:56:21,232 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 22:56:34,864 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 22:56:48,297 - icews14_both - [INFO] - [Evaluating Epoch 73 valid]:
MRR: Tail : 0.42218, Head : 0.37351, Avg : 0.39784
2023-06-20 22:56:48,297 - icews14_both - [INFO] - [Epoch 73]: Training Loss: 0.0017597, Valid MRR: 0.40039,
2023-06-20 22:56:48,937 - icews14_both - [INFO] - [E:74| 0]: Train Loss:0.0017009, Val MRR:0.40039, icews14_both
2023-06-20 22:57:51,911 - icews14_both - [INFO] - [E:74| 100]: Train Loss:0.0017444, Val MRR:0.40039, icews14_both
2023-06-20 22:58:54,901 - icews14_both - [INFO] - [E:74| 200]: Train Loss:0.0017456, Val MRR:0.40039, icews14_both
2023-06-20 22:59:57,878 - icews14_both - [INFO] - [E:74| 300]: Train Loss:0.0017465, Val MRR:0.40039, icews14_both
2023-06-20 23:01:00,854 - icews14_both - [INFO] - [E:74| 400]: Train Loss:0.0017483, Val MRR:0.40039, icews14_both
2023-06-20 23:02:03,821 - icews14_both - [INFO] - [E:74| 500]: Train Loss:0.0017495, Val MRR:0.40039, icews14_both
2023-06-20 23:03:06,784 - icews14_both - [INFO] - [E:74| 600]: Train Loss:0.0017508, Val MRR:0.40039, icews14_both
2023-06-20 23:04:09,767 - icews14_both - [INFO] - [E:74| 700]: Train Loss:0.0017522, Val MRR:0.40039, icews14_both
2023-06-20 23:05:12,750 - icews14_both - [INFO] - [E:74| 800]: Train Loss:0.0017533, Val MRR:0.40039, icews14_both
2023-06-20 23:06:15,728 - icews14_both - [INFO] - [E:74| 900]: Train Loss:0.001755, Val MRR:0.40039, icews14_both
2023-06-20 23:07:00,021 - icews14_both - [INFO] - [Epoch:74]: Training Loss:0.001756
2023-06-20 23:07:00,234 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 23:07:13,869 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 23:07:27,283 - icews14_both - [INFO] - [Evaluating Epoch 74 valid]:
MRR: Tail : 0.42167, Head : 0.37207, Avg : 0.39687
2023-06-20 23:07:27,283 - icews14_both - [INFO] - [Epoch 74]: Training Loss: 0.0017557, Valid MRR: 0.40039,
2023-06-20 23:07:27,924 - icews14_both - [INFO] - [E:75| 0]: Train Loss:0.0017516, Val MRR:0.40039, icews14_both
2023-06-20 23:08:30,900 - icews14_both - [INFO] - [E:75| 100]: Train Loss:0.0017404, Val MRR:0.40039, icews14_both
2023-06-20 23:09:33,863 - icews14_both - [INFO] - [E:75| 200]: Train Loss:0.0017425, Val MRR:0.40039, icews14_both
2023-06-20 23:10:36,826 - icews14_both - [INFO] - [E:75| 300]: Train Loss:0.0017443, Val MRR:0.40039, icews14_both
2023-06-20 23:11:39,806 - icews14_both - [INFO] - [E:75| 400]: Train Loss:0.0017459, Val MRR:0.40039, icews14_both
2023-06-20 23:12:42,774 - icews14_both - [INFO] - [E:75| 500]: Train Loss:0.0017476, Val MRR:0.40039, icews14_both
2023-06-20 23:13:45,753 - icews14_both - [INFO] - [E:75| 600]: Train Loss:0.0017486, Val MRR:0.40039, icews14_both
2023-06-20 23:14:48,714 - icews14_both - [INFO] - [E:75| 700]: Train Loss:0.0017495, Val MRR:0.40039, icews14_both
2023-06-20 23:15:51,686 - icews14_both - [INFO] - [E:75| 800]: Train Loss:0.0017503, Val MRR:0.40039, icews14_both
2023-06-20 23:16:54,654 - icews14_both - [INFO] - [E:75| 900]: Train Loss:0.0017515, Val MRR:0.40039, icews14_both
2023-06-20 23:17:38,922 - icews14_both - [INFO] - [Epoch:75]: Training Loss:0.001752
2023-06-20 23:17:39,135 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 23:17:52,761 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 23:18:06,191 - icews14_both - [INFO] - [Evaluating Epoch 75 valid]:
MRR: Tail : 0.42099, Head : 0.37042, Avg : 0.39571
2023-06-20 23:18:06,191 - icews14_both - [INFO] - [Epoch 75]: Training Loss: 0.0017523, Valid MRR: 0.40039,
2023-06-20 23:18:06,830 - icews14_both - [INFO] - [E:76| 0]: Train Loss:0.0017306, Val MRR:0.40039, icews14_both
2023-06-20 23:19:09,806 - icews14_both - [INFO] - [E:76| 100]: Train Loss:0.0017336, Val MRR:0.40039, icews14_both
2023-06-20 23:20:12,771 - icews14_both - [INFO] - [E:76| 200]: Train Loss:0.0017341, Val MRR:0.40039, icews14_both
2023-06-20 23:21:15,735 - icews14_both - [INFO] - [E:76| 300]: Train Loss:0.0017377, Val MRR:0.40039, icews14_both
2023-06-20 23:22:18,689 - icews14_both - [INFO] - [E:76| 400]: Train Loss:0.0017402, Val MRR:0.40039, icews14_both
2023-06-20 23:23:21,654 - icews14_both - [INFO] - [E:76| 500]: Train Loss:0.0017419, Val MRR:0.40039, icews14_both
2023-06-20 23:24:24,627 - icews14_both - [INFO] - [E:76| 600]: Train Loss:0.001744, Val MRR:0.40039, icews14_both
2023-06-20 23:25:27,583 - icews14_both - [INFO] - [E:76| 700]: Train Loss:0.0017453, Val MRR:0.40039, icews14_both
2023-06-20 23:26:30,540 - icews14_both - [INFO] - [E:76| 800]: Train Loss:0.0017466, Val MRR:0.40039, icews14_both
2023-06-20 23:27:33,516 - icews14_both - [INFO] - [E:76| 900]: Train Loss:0.001748, Val MRR:0.40039, icews14_both
2023-06-20 23:28:17,793 - icews14_both - [INFO] - [Epoch:76]: Training Loss:0.001749
2023-06-20 23:28:18,006 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 23:28:31,635 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 23:28:45,052 - icews14_both - [INFO] - [Evaluating Epoch 76 valid]:
MRR: Tail : 0.42135, Head : 0.3728, Avg : 0.39708
2023-06-20 23:28:45,052 - icews14_both - [INFO] - [Epoch 76]: Training Loss: 0.001749, Valid MRR: 0.40039,
2023-06-20 23:28:45,693 - icews14_both - [INFO] - [E:77| 0]: Train Loss:0.0016932, Val MRR:0.40039, icews14_both
2023-06-20 23:29:48,664 - icews14_both - [INFO] - [E:77| 100]: Train Loss:0.0017332, Val MRR:0.40039, icews14_both
2023-06-20 23:30:51,629 - icews14_both - [INFO] - [E:77| 200]: Train Loss:0.0017351, Val MRR:0.40039, icews14_both
2023-06-20 23:31:54,603 - icews14_both - [INFO] - [E:77| 300]: Train Loss:0.0017371, Val MRR:0.40039, icews14_both
2023-06-20 23:32:57,554 - icews14_both - [INFO] - [E:77| 400]: Train Loss:0.0017383, Val MRR:0.40039, icews14_both
2023-06-20 23:34:00,505 - icews14_both - [INFO] - [E:77| 500]: Train Loss:0.0017393, Val MRR:0.40039, icews14_both
2023-06-20 23:35:03,481 - icews14_both - [INFO] - [E:77| 600]: Train Loss:0.001741, Val MRR:0.40039, icews14_both
2023-06-20 23:36:06,439 - icews14_both - [INFO] - [E:77| 700]: Train Loss:0.0017432, Val MRR:0.40039, icews14_both
2023-06-20 23:37:09,407 - icews14_both - [INFO] - [E:77| 800]: Train Loss:0.0017445, Val MRR:0.40039, icews14_both
2023-06-20 23:38:12,356 - icews14_both - [INFO] - [E:77| 900]: Train Loss:0.0017452, Val MRR:0.40039, icews14_both
2023-06-20 23:38:56,623 - icews14_both - [INFO] - [Epoch:77]: Training Loss:0.001746
2023-06-20 23:38:56,836 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 23:39:10,463 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 23:39:23,893 - icews14_both - [INFO] - [Evaluating Epoch 77 valid]:
MRR: Tail : 0.41893, Head : 0.37182, Avg : 0.39538
2023-06-20 23:39:23,893 - icews14_both - [INFO] - [Epoch 77]: Training Loss: 0.0017461, Valid MRR: 0.40039,
2023-06-20 23:39:24,530 - icews14_both - [INFO] - [E:78| 0]: Train Loss:0.0017438, Val MRR:0.40039, icews14_both
2023-06-20 23:40:27,482 - icews14_both - [INFO] - [E:78| 100]: Train Loss:0.0017301, Val MRR:0.40039, icews14_both
2023-06-20 23:41:30,439 - icews14_both - [INFO] - [E:78| 200]: Train Loss:0.0017311, Val MRR:0.40039, icews14_both
2023-06-20 23:42:33,391 - icews14_both - [INFO] - [E:78| 300]: Train Loss:0.0017347, Val MRR:0.40039, icews14_both
2023-06-20 23:43:36,342 - icews14_both - [INFO] - [E:78| 400]: Train Loss:0.0017362, Val MRR:0.40039, icews14_both
2023-06-20 23:44:39,323 - icews14_both - [INFO] - [E:78| 500]: Train Loss:0.001738, Val MRR:0.40039, icews14_both
2023-06-20 23:45:42,281 - icews14_both - [INFO] - [E:78| 600]: Train Loss:0.0017383, Val MRR:0.40039, icews14_both
2023-06-20 23:46:45,251 - icews14_both - [INFO] - [E:78| 700]: Train Loss:0.0017391, Val MRR:0.40039, icews14_both
2023-06-20 23:47:48,215 - icews14_both - [INFO] - [E:78| 800]: Train Loss:0.0017408, Val MRR:0.40039, icews14_both
2023-06-20 23:48:51,183 - icews14_both - [INFO] - [E:78| 900]: Train Loss:0.0017421, Val MRR:0.40039, icews14_both
2023-06-20 23:49:35,460 - icews14_both - [INFO] - [Epoch:78]: Training Loss:0.001743
2023-06-20 23:49:35,674 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-20 23:49:49,301 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-20 23:50:02,723 - icews14_both - [INFO] - [Evaluating Epoch 78 valid]:
MRR: Tail : 0.42224, Head : 0.37316, Avg : 0.3977
2023-06-20 23:50:02,723 - icews14_both - [INFO] - [Epoch 78]: Training Loss: 0.0017429, Valid MRR: 0.40039,
2023-06-20 23:50:03,360 - icews14_both - [INFO] - [E:79| 0]: Train Loss:0.0017173, Val MRR:0.40039, icews14_both
2023-06-20 23:51:06,306 - icews14_both - [INFO] - [E:79| 100]: Train Loss:0.0017276, Val MRR:0.40039, icews14_both
2023-06-20 23:52:09,261 - icews14_both - [INFO] - [E:79| 200]: Train Loss:0.0017292, Val MRR:0.40039, icews14_both
2023-06-20 23:53:12,202 - icews14_both - [INFO] - [E:79| 300]: Train Loss:0.0017315, Val MRR:0.40039, icews14_both
2023-06-20 23:54:15,110 - icews14_both - [INFO] - [E:79| 400]: Train Loss:0.0017336, Val MRR:0.40039, icews14_both
2023-06-20 23:55:17,999 - icews14_both - [INFO] - [E:79| 500]: Train Loss:0.0017352, Val MRR:0.40039, icews14_both
2023-06-20 23:56:20,933 - icews14_both - [INFO] - [E:79| 600]: Train Loss:0.0017362, Val MRR:0.40039, icews14_both
2023-06-20 23:57:23,861 - icews14_both - [INFO] - [E:79| 700]: Train Loss:0.0017369, Val MRR:0.40039, icews14_both
2023-06-20 23:58:26,768 - icews14_both - [INFO] - [E:79| 800]: Train Loss:0.0017379, Val MRR:0.40039, icews14_both
2023-06-20 23:59:29,721 - icews14_both - [INFO] - [E:79| 900]: Train Loss:0.0017388, Val MRR:0.40039, icews14_both
2023-06-21 00:00:13,934 - icews14_both - [INFO] - [Epoch:79]: Training Loss:0.00174
2023-06-21 00:00:14,147 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 00:00:27,776 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 00:00:41,203 - icews14_both - [INFO] - [Evaluating Epoch 79 valid]:
MRR: Tail : 0.41918, Head : 0.36642, Avg : 0.3928
MR: Tail : 458.07, Head : 460.3, Avg : 459.18
Hit-1: Tail : 0.31673, Head : 0.26022, Avg : 0.28848
Hit-3: Tail : 0.47077, Head : 0.41426, Avg : 0.44251
Hit-10: Tail : 0.61699, Head : 0.57525, Avg : 0.59612
2023-06-21 00:00:41,203 - icews14_both - [INFO] - [Epoch 79]: Training Loss: 0.0017397, Valid MRR: 0.40039,
2023-06-21 00:00:41,851 - icews14_both - [INFO] - [E:80| 0]: Train Loss:0.0017178, Val MRR:0.40039, icews14_both
2023-06-21 00:01:44,739 - icews14_both - [INFO] - [E:80| 100]: Train Loss:0.0017249, Val MRR:0.40039, icews14_both
2023-06-21 00:02:47,634 - icews14_both - [INFO] - [E:80| 200]: Train Loss:0.0017277, Val MRR:0.40039, icews14_both
2023-06-21 00:03:50,521 - icews14_both - [INFO] - [E:80| 300]: Train Loss:0.0017293, Val MRR:0.40039, icews14_both
2023-06-21 00:04:53,365 - icews14_both - [INFO] - [E:80| 400]: Train Loss:0.0017291, Val MRR:0.40039, icews14_both
2023-06-21 00:05:56,248 - icews14_both - [INFO] - [E:80| 500]: Train Loss:0.0017302, Val MRR:0.40039, icews14_both
2023-06-21 00:06:59,168 - icews14_both - [INFO] - [E:80| 600]: Train Loss:0.0017322, Val MRR:0.40039, icews14_both
2023-06-21 00:08:02,060 - icews14_both - [INFO] - [E:80| 700]: Train Loss:0.001733, Val MRR:0.40039, icews14_both
2023-06-21 00:09:04,959 - icews14_both - [INFO] - [E:80| 800]: Train Loss:0.0017341, Val MRR:0.40039, icews14_both
2023-06-21 00:10:07,830 - icews14_both - [INFO] - [E:80| 900]: Train Loss:0.0017355, Val MRR:0.40039, icews14_both
2023-06-21 00:10:52,031 - icews14_both - [INFO] - [Epoch:80]: Training Loss:0.001737
2023-06-21 00:10:52,243 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 00:11:05,862 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 00:11:19,270 - icews14_both - [INFO] - [Evaluating Epoch 80 valid]:
MRR: Tail : 0.4215, Head : 0.37111, Avg : 0.39631
2023-06-21 00:11:19,270 - icews14_both - [INFO] - [Epoch 80]: Training Loss: 0.0017367, Valid MRR: 0.40039,
2023-06-21 00:11:19,912 - icews14_both - [INFO] - [E:81| 0]: Train Loss:0.0016912, Val MRR:0.40039, icews14_both
2023-06-21 00:12:22,753 - icews14_both - [INFO] - [E:81| 100]: Train Loss:0.001723, Val MRR:0.40039, icews14_both
2023-06-21 00:13:25,636 - icews14_both - [INFO] - [E:81| 200]: Train Loss:0.0017249, Val MRR:0.40039, icews14_both
2023-06-21 00:14:28,490 - icews14_both - [INFO] - [E:81| 300]: Train Loss:0.001726, Val MRR:0.40039, icews14_both
2023-06-21 00:15:31,354 - icews14_both - [INFO] - [E:81| 400]: Train Loss:0.0017278, Val MRR:0.40039, icews14_both
2023-06-21 00:16:34,217 - icews14_both - [INFO] - [E:81| 500]: Train Loss:0.0017284, Val MRR:0.40039, icews14_both
2023-06-21 00:17:37,077 - icews14_both - [INFO] - [E:81| 600]: Train Loss:0.0017301, Val MRR:0.40039, icews14_both
2023-06-21 00:18:39,919 - icews14_both - [INFO] - [E:81| 700]: Train Loss:0.0017309, Val MRR:0.40039, icews14_both
2023-06-21 00:19:42,795 - icews14_both - [INFO] - [E:81| 800]: Train Loss:0.0017322, Val MRR:0.40039, icews14_both
2023-06-21 00:20:45,720 - icews14_both - [INFO] - [E:81| 900]: Train Loss:0.0017331, Val MRR:0.40039, icews14_both
2023-06-21 00:21:29,910 - icews14_both - [INFO] - [Epoch:81]: Training Loss:0.001734
2023-06-21 00:21:30,123 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 00:21:43,749 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 00:21:57,165 - icews14_both - [INFO] - [Evaluating Epoch 81 valid]:
MRR: Tail : 0.42098, Head : 0.37068, Avg : 0.39583
2023-06-21 00:21:57,165 - icews14_both - [INFO] - [Epoch 81]: Training Loss: 0.001734, Valid MRR: 0.40039,
2023-06-21 00:21:57,809 - icews14_both - [INFO] - [E:82| 0]: Train Loss:0.001673, Val MRR:0.40039, icews14_both
2023-06-21 00:23:00,750 - icews14_both - [INFO] - [E:82| 100]: Train Loss:0.0017184, Val MRR:0.40039, icews14_both
2023-06-21 00:24:03,652 - icews14_both - [INFO] - [E:82| 200]: Train Loss:0.0017189, Val MRR:0.40039, icews14_both
2023-06-21 00:25:06,515 - icews14_both - [INFO] - [E:82| 300]: Train Loss:0.0017214, Val MRR:0.40039, icews14_both
2023-06-21 00:26:09,374 - icews14_both - [INFO] - [E:82| 400]: Train Loss:0.0017233, Val MRR:0.40039, icews14_both
2023-06-21 00:27:12,339 - icews14_both - [INFO] - [E:82| 500]: Train Loss:0.0017245, Val MRR:0.40039, icews14_both
2023-06-21 00:28:15,329 - icews14_both - [INFO] - [E:82| 600]: Train Loss:0.001726, Val MRR:0.40039, icews14_both
2023-06-21 00:29:18,322 - icews14_both - [INFO] - [E:82| 700]: Train Loss:0.0017278, Val MRR:0.40039, icews14_both
2023-06-21 00:30:21,309 - icews14_both - [INFO] - [E:82| 800]: Train Loss:0.0017288, Val MRR:0.40039, icews14_both
2023-06-21 00:31:24,304 - icews14_both - [INFO] - [E:82| 900]: Train Loss:0.0017299, Val MRR:0.40039, icews14_both
2023-06-21 00:32:08,599 - icews14_both - [INFO] - [Epoch:82]: Training Loss:0.001731
2023-06-21 00:32:08,813 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 00:32:22,442 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 00:32:35,862 - icews14_both - [INFO] - [Evaluating Epoch 82 valid]:
MRR: Tail : 0.41845, Head : 0.37109, Avg : 0.39477
2023-06-21 00:32:35,863 - icews14_both - [INFO] - [Epoch 82]: Training Loss: 0.0017307, Valid MRR: 0.40039,
2023-06-21 00:32:36,508 - icews14_both - [INFO] - [E:83| 0]: Train Loss:0.001701, Val MRR:0.40039, icews14_both
2023-06-21 00:33:39,487 - icews14_both - [INFO] - [E:83| 100]: Train Loss:0.0017206, Val MRR:0.40039, icews14_both
2023-06-21 00:34:42,460 - icews14_both - [INFO] - [E:83| 200]: Train Loss:0.001718, Val MRR:0.40039, icews14_both
2023-06-21 00:35:45,449 - icews14_both - [INFO] - [E:83| 300]: Train Loss:0.0017206, Val MRR:0.40039, icews14_both
2023-06-21 00:36:48,438 - icews14_both - [INFO] - [E:83| 400]: Train Loss:0.0017216, Val MRR:0.40039, icews14_both
2023-06-21 00:37:51,427 - icews14_both - [INFO] - [E:83| 500]: Train Loss:0.0017219, Val MRR:0.40039, icews14_both
2023-06-21 00:38:54,404 - icews14_both - [INFO] - [E:83| 600]: Train Loss:0.0017237, Val MRR:0.40039, icews14_both
2023-06-21 00:39:57,398 - icews14_both - [INFO] - [E:83| 700]: Train Loss:0.0017252, Val MRR:0.40039, icews14_both
2023-06-21 00:41:00,388 - icews14_both - [INFO] - [E:83| 800]: Train Loss:0.0017264, Val MRR:0.40039, icews14_both
2023-06-21 00:42:03,355 - icews14_both - [INFO] - [E:83| 900]: Train Loss:0.0017275, Val MRR:0.40039, icews14_both
2023-06-21 00:42:47,640 - icews14_both - [INFO] - [Epoch:83]: Training Loss:0.001728
2023-06-21 00:42:47,853 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 00:43:01,489 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 00:43:14,908 - icews14_both - [INFO] - [Evaluating Epoch 83 valid]:
MRR: Tail : 0.41915, Head : 0.36968, Avg : 0.39441
2023-06-21 00:43:14,908 - icews14_both - [INFO] - [Epoch 83]: Training Loss: 0.001728, Valid MRR: 0.40039,
2023-06-21 00:43:15,547 - icews14_both - [INFO] - [E:84| 0]: Train Loss:0.0016918, Val MRR:0.40039, icews14_both
2023-06-21 00:44:18,524 - icews14_both - [INFO] - [E:84| 100]: Train Loss:0.0017185, Val MRR:0.40039, icews14_both
2023-06-21 00:45:21,513 - icews14_both - [INFO] - [E:84| 200]: Train Loss:0.0017198, Val MRR:0.40039, icews14_both
2023-06-21 00:46:24,492 - icews14_both - [INFO] - [E:84| 300]: Train Loss:0.0017197, Val MRR:0.40039, icews14_both
2023-06-21 00:47:27,483 - icews14_both - [INFO] - [E:84| 400]: Train Loss:0.00172, Val MRR:0.40039, icews14_both
2023-06-21 00:48:30,465 - icews14_both - [INFO] - [E:84| 500]: Train Loss:0.0017211, Val MRR:0.40039, icews14_both
2023-06-21 00:49:33,447 - icews14_both - [INFO] - [E:84| 600]: Train Loss:0.0017224, Val MRR:0.40039, icews14_both
2023-06-21 00:50:36,424 - icews14_both - [INFO] - [E:84| 700]: Train Loss:0.0017234, Val MRR:0.40039, icews14_both
2023-06-21 00:51:39,413 - icews14_both - [INFO] - [E:84| 800]: Train Loss:0.0017235, Val MRR:0.40039, icews14_both
2023-06-21 00:52:42,382 - icews14_both - [INFO] - [E:84| 900]: Train Loss:0.0017246, Val MRR:0.40039, icews14_both
2023-06-21 00:53:26,666 - icews14_both - [INFO] - [Epoch:84]: Training Loss:0.001726
2023-06-21 00:53:26,879 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 00:53:40,520 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 00:53:53,928 - icews14_both - [INFO] - [Evaluating Epoch 84 valid]:
MRR: Tail : 0.4209, Head : 0.37014, Avg : 0.39552
2023-06-21 00:53:53,929 - icews14_both - [INFO] - [Epoch 84]: Training Loss: 0.0017256, Valid MRR: 0.40039,
2023-06-21 00:53:54,570 - icews14_both - [INFO] - [E:85| 0]: Train Loss:0.0016946, Val MRR:0.40039, icews14_both
2023-06-21 00:54:57,504 - icews14_both - [INFO] - [E:85| 100]: Train Loss:0.0017191, Val MRR:0.40039, icews14_both
2023-06-21 00:56:00,468 - icews14_both - [INFO] - [E:85| 200]: Train Loss:0.0017164, Val MRR:0.40039, icews14_both
2023-06-21 00:57:03,402 - icews14_both - [INFO] - [E:85| 300]: Train Loss:0.0017167, Val MRR:0.40039, icews14_both
2023-06-21 00:58:06,354 - icews14_both - [INFO] - [E:85| 400]: Train Loss:0.001717, Val MRR:0.40039, icews14_both
2023-06-21 00:59:09,301 - icews14_both - [INFO] - [E:85| 500]: Train Loss:0.0017179, Val MRR:0.40039, icews14_both
2023-06-21 01:00:12,256 - icews14_both - [INFO] - [E:85| 600]: Train Loss:0.0017192, Val MRR:0.40039, icews14_both
2023-06-21 01:01:15,199 - icews14_both - [INFO] - [E:85| 700]: Train Loss:0.0017206, Val MRR:0.40039, icews14_both
2023-06-21 01:02:18,180 - icews14_both - [INFO] - [E:85| 800]: Train Loss:0.0017214, Val MRR:0.40039, icews14_both
2023-06-21 01:03:21,141 - icews14_both - [INFO] - [E:85| 900]: Train Loss:0.0017224, Val MRR:0.40039, icews14_both
2023-06-21 01:04:05,428 - icews14_both - [INFO] - [Epoch:85]: Training Loss:0.001723
2023-06-21 01:04:05,641 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 01:04:19,274 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 01:04:32,688 - icews14_both - [INFO] - [Evaluating Epoch 85 valid]:
MRR: Tail : 0.42209, Head : 0.37203, Avg : 0.39706
2023-06-21 01:04:32,688 - icews14_both - [INFO] - [Epoch 85]: Training Loss: 0.0017231, Valid MRR: 0.40039,
2023-06-21 01:04:33,329 - icews14_both - [INFO] - [E:86| 0]: Train Loss:0.001736, Val MRR:0.40039, icews14_both
2023-06-21 01:05:36,319 - icews14_both - [INFO] - [E:86| 100]: Train Loss:0.0017094, Val MRR:0.40039, icews14_both
2023-06-21 01:06:39,287 - icews14_both - [INFO] - [E:86| 200]: Train Loss:0.0017102, Val MRR:0.40039, icews14_both
2023-06-21 01:07:42,173 - icews14_both - [INFO] - [E:86| 300]: Train Loss:0.0017125, Val MRR:0.40039, icews14_both
2023-06-21 01:08:45,047 - icews14_both - [INFO] - [E:86| 400]: Train Loss:0.0017134, Val MRR:0.40039, icews14_both
2023-06-21 01:09:47,932 - icews14_both - [INFO] - [E:86| 500]: Train Loss:0.0017149, Val MRR:0.40039, icews14_both
2023-06-21 01:10:50,829 - icews14_both - [INFO] - [E:86| 600]: Train Loss:0.0017161, Val MRR:0.40039, icews14_both
2023-06-21 01:11:53,732 - icews14_both - [INFO] - [E:86| 700]: Train Loss:0.0017173, Val MRR:0.40039, icews14_both
2023-06-21 01:12:56,606 - icews14_both - [INFO] - [E:86| 800]: Train Loss:0.0017179, Val MRR:0.40039, icews14_both
2023-06-21 01:13:59,478 - icews14_both - [INFO] - [E:86| 900]: Train Loss:0.0017192, Val MRR:0.40039, icews14_both
2023-06-21 01:14:43,677 - icews14_both - [INFO] - [Epoch:86]: Training Loss:0.00172
2023-06-21 01:14:43,890 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 01:14:57,499 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 01:15:10,907 - icews14_both - [INFO] - [Evaluating Epoch 86 valid]:
MRR: Tail : 0.42215, Head : 0.36879, Avg : 0.39547
2023-06-21 01:15:10,907 - icews14_both - [INFO] - [Epoch 86]: Training Loss: 0.0017201, Valid MRR: 0.40039,
2023-06-21 01:15:11,544 - icews14_both - [INFO] - [E:87| 0]: Train Loss:0.0016908, Val MRR:0.40039, icews14_both
2023-06-21 01:16:14,429 - icews14_both - [INFO] - [E:87| 100]: Train Loss:0.0017054, Val MRR:0.40039, icews14_both
2023-06-21 01:17:17,280 - icews14_both - [INFO] - [E:87| 200]: Train Loss:0.001709, Val MRR:0.40039, icews14_both
2023-06-21 01:18:20,132 - icews14_both - [INFO] - [E:87| 300]: Train Loss:0.0017101, Val MRR:0.40039, icews14_both
2023-06-21 01:19:22,997 - icews14_both - [INFO] - [E:87| 400]: Train Loss:0.0017103, Val MRR:0.40039, icews14_both
2023-06-21 01:20:25,861 - icews14_both - [INFO] - [E:87| 500]: Train Loss:0.0017119, Val MRR:0.40039, icews14_both
2023-06-21 01:21:28,698 - icews14_both - [INFO] - [E:87| 600]: Train Loss:0.0017127, Val MRR:0.40039, icews14_both
2023-06-21 01:22:31,578 - icews14_both - [INFO] - [E:87| 700]: Train Loss:0.0017134, Val MRR:0.40039, icews14_both
2023-06-21 01:23:34,436 - icews14_both - [INFO] - [E:87| 800]: Train Loss:0.0017151, Val MRR:0.40039, icews14_both
2023-06-21 01:24:37,273 - icews14_both - [INFO] - [E:87| 900]: Train Loss:0.0017165, Val MRR:0.40039, icews14_both
2023-06-21 01:25:21,467 - icews14_both - [INFO] - [Epoch:87]: Training Loss:0.001717
2023-06-21 01:25:21,681 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 01:25:35,301 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 01:25:48,703 - icews14_both - [INFO] - [Evaluating Epoch 87 valid]:
MRR: Tail : 0.42141, Head : 0.36942, Avg : 0.39541
2023-06-21 01:25:48,703 - icews14_both - [INFO] - [Epoch 87]: Training Loss: 0.0017174, Valid MRR: 0.40039,
2023-06-21 01:25:49,340 - icews14_both - [INFO] - [E:88| 0]: Train Loss:0.0017325, Val MRR:0.40039, icews14_both
2023-06-21 01:26:52,167 - icews14_both - [INFO] - [E:88| 100]: Train Loss:0.0017034, Val MRR:0.40039, icews14_both
2023-06-21 01:27:55,025 - icews14_both - [INFO] - [E:88| 200]: Train Loss:0.0017057, Val MRR:0.40039, icews14_both
2023-06-21 01:28:57,863 - icews14_both - [INFO] - [E:88| 300]: Train Loss:0.0017071, Val MRR:0.40039, icews14_both
2023-06-21 01:30:00,726 - icews14_both - [INFO] - [E:88| 400]: Train Loss:0.001708, Val MRR:0.40039, icews14_both
2023-06-21 01:31:03,578 - icews14_both - [INFO] - [E:88| 500]: Train Loss:0.0017095, Val MRR:0.40039, icews14_both
2023-06-21 01:32:06,427 - icews14_both - [INFO] - [E:88| 600]: Train Loss:0.0017109, Val MRR:0.40039, icews14_both
2023-06-21 01:33:09,279 - icews14_both - [INFO] - [E:88| 700]: Train Loss:0.0017121, Val MRR:0.40039, icews14_both
2023-06-21 01:34:12,144 - icews14_both - [INFO] - [E:88| 800]: Train Loss:0.0017128, Val MRR:0.40039, icews14_both
2023-06-21 01:35:14,997 - icews14_both - [INFO] - [E:88| 900]: Train Loss:0.0017141, Val MRR:0.40039, icews14_both
2023-06-21 01:35:59,209 - icews14_both - [INFO] - [Epoch:88]: Training Loss:0.001715
2023-06-21 01:35:59,423 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 01:36:13,035 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 01:36:26,437 - icews14_both - [INFO] - [Evaluating Epoch 88 valid]:
MRR: Tail : 0.41908, Head : 0.36719, Avg : 0.39313
2023-06-21 01:36:26,438 - icews14_both - [INFO] - [Epoch 88]: Training Loss: 0.0017148, Valid MRR: 0.40039,
2023-06-21 01:36:27,075 - icews14_both - [INFO] - [E:89| 0]: Train Loss:0.0016967, Val MRR:0.40039, icews14_both
2023-06-21 01:37:29,969 - icews14_both - [INFO] - [E:89| 100]: Train Loss:0.0017042, Val MRR:0.40039, icews14_both
2023-06-21 01:38:32,842 - icews14_both - [INFO] - [E:89| 200]: Train Loss:0.0017048, Val MRR:0.40039, icews14_both
2023-06-21 01:39:35,711 - icews14_both - [INFO] - [E:89| 300]: Train Loss:0.0017051, Val MRR:0.40039, icews14_both
2023-06-21 01:40:38,577 - icews14_both - [INFO] - [E:89| 400]: Train Loss:0.0017057, Val MRR:0.40039, icews14_both
2023-06-21 01:41:41,445 - icews14_both - [INFO] - [E:89| 500]: Train Loss:0.0017079, Val MRR:0.40039, icews14_both
2023-06-21 01:42:44,334 - icews14_both - [INFO] - [E:89| 600]: Train Loss:0.0017088, Val MRR:0.40039, icews14_both
2023-06-21 01:43:47,226 - icews14_both - [INFO] - [E:89| 700]: Train Loss:0.0017099, Val MRR:0.40039, icews14_both
2023-06-21 01:44:50,121 - icews14_both - [INFO] - [E:89| 800]: Train Loss:0.0017109, Val MRR:0.40039, icews14_both
2023-06-21 01:45:52,969 - icews14_both - [INFO] - [E:89| 900]: Train Loss:0.0017116, Val MRR:0.40039, icews14_both
2023-06-21 01:46:37,176 - icews14_both - [INFO] - [Epoch:89]: Training Loss:0.001713
2023-06-21 01:46:37,389 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 01:46:51,021 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 01:47:04,437 - icews14_both - [INFO] - [Evaluating Epoch 89 valid]:
MRR: Tail : 0.41914, Head : 0.37027, Avg : 0.3947
MR: Tail : 473.88, Head : 474.19, Avg : 474.04
Hit-1: Tail : 0.31551, Head : 0.26547, Avg : 0.29049
Hit-3: Tail : 0.47602, Head : 0.42121, Avg : 0.44861
Hit-10: Tail : 0.61833, Head : 0.57525, Avg : 0.59679
2023-06-21 01:47:04,437 - icews14_both - [INFO] - [Epoch 89]: Training Loss: 0.0017126, Valid MRR: 0.40039,
2023-06-21 01:47:05,078 - icews14_both - [INFO] - [E:90| 0]: Train Loss:0.0016848, Val MRR:0.40039, icews14_both
2023-06-21 01:48:07,972 - icews14_both - [INFO] - [E:90| 100]: Train Loss:0.0017011, Val MRR:0.40039, icews14_both
2023-06-21 01:49:10,891 - icews14_both - [INFO] - [E:90| 200]: Train Loss:0.0017014, Val MRR:0.40039, icews14_both
2023-06-21 01:50:13,826 - icews14_both - [INFO] - [E:90| 300]: Train Loss:0.0017042, Val MRR:0.40039, icews14_both
2023-06-21 01:51:16,723 - icews14_both - [INFO] - [E:90| 400]: Train Loss:0.001705, Val MRR:0.40039, icews14_both
2023-06-21 01:52:19,627 - icews14_both - [INFO] - [E:90| 500]: Train Loss:0.0017064, Val MRR:0.40039, icews14_both
2023-06-21 01:53:22,559 - icews14_both - [INFO] - [E:90| 600]: Train Loss:0.0017075, Val MRR:0.40039, icews14_both
2023-06-21 01:54:25,471 - icews14_both - [INFO] - [E:90| 700]: Train Loss:0.0017077, Val MRR:0.40039, icews14_both
2023-06-21 01:55:28,417 - icews14_both - [INFO] - [E:90| 800]: Train Loss:0.001708, Val MRR:0.40039, icews14_both
2023-06-21 01:56:31,314 - icews14_both - [INFO] - [E:90| 900]: Train Loss:0.0017087, Val MRR:0.40039, icews14_both
2023-06-21 01:57:15,535 - icews14_both - [INFO] - [Epoch:90]: Training Loss:0.00171
2023-06-21 01:57:15,748 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 01:57:29,362 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 01:57:42,774 - icews14_both - [INFO] - [Evaluating Epoch 90 valid]:
MRR: Tail : 0.42182, Head : 0.36997, Avg : 0.39589
2023-06-21 01:57:42,774 - icews14_both - [INFO] - [Epoch 90]: Training Loss: 0.0017099, Valid MRR: 0.40039,
2023-06-21 01:57:43,412 - icews14_both - [INFO] - [E:91| 0]: Train Loss:0.0016654, Val MRR:0.40039, icews14_both
2023-06-21 01:58:46,312 - icews14_both - [INFO] - [E:91| 100]: Train Loss:0.001697, Val MRR:0.40039, icews14_both
2023-06-21 01:59:49,218 - icews14_both - [INFO] - [E:91| 200]: Train Loss:0.0016972, Val MRR:0.40039, icews14_both
2023-06-21 02:00:52,152 - icews14_both - [INFO] - [E:91| 300]: Train Loss:0.001699, Val MRR:0.40039, icews14_both
2023-06-21 02:01:55,059 - icews14_both - [INFO] - [E:91| 400]: Train Loss:0.0017004, Val MRR:0.40039, icews14_both
2023-06-21 02:02:58,003 - icews14_both - [INFO] - [E:91| 500]: Train Loss:0.0017025, Val MRR:0.40039, icews14_both
2023-06-21 02:04:00,931 - icews14_both - [INFO] - [E:91| 600]: Train Loss:0.0017038, Val MRR:0.40039, icews14_both
2023-06-21 02:05:03,847 - icews14_both - [INFO] - [E:91| 700]: Train Loss:0.0017051, Val MRR:0.40039, icews14_both
2023-06-21 02:06:06,754 - icews14_both - [INFO] - [E:91| 800]: Train Loss:0.0017061, Val MRR:0.40039, icews14_both
2023-06-21 02:07:09,694 - icews14_both - [INFO] - [E:91| 900]: Train Loss:0.001707, Val MRR:0.40039, icews14_both
2023-06-21 02:07:53,934 - icews14_both - [INFO] - [Epoch:91]: Training Loss:0.001708
2023-06-21 02:07:54,147 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 02:08:07,788 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 02:08:21,200 - icews14_both - [INFO] - [Evaluating Epoch 91 valid]:
MRR: Tail : 0.4204, Head : 0.36612, Avg : 0.39326
2023-06-21 02:08:21,200 - icews14_both - [INFO] - [Epoch 91]: Training Loss: 0.0017078, Valid MRR: 0.40039,
2023-06-21 02:08:21,838 - icews14_both - [INFO] - [E:92| 0]: Train Loss:0.0016827, Val MRR:0.40039, icews14_both
2023-06-21 02:09:24,758 - icews14_both - [INFO] - [E:92| 100]: Train Loss:0.0016899, Val MRR:0.40039, icews14_both
2023-06-21 02:10:27,677 - icews14_both - [INFO] - [E:92| 200]: Train Loss:0.0016959, Val MRR:0.40039, icews14_both
2023-06-21 02:11:30,601 - icews14_both - [INFO] - [E:92| 300]: Train Loss:0.0016975, Val MRR:0.40039, icews14_both
2023-06-21 02:12:33,513 - icews14_both - [INFO] - [E:92| 400]: Train Loss:0.0016979, Val MRR:0.40039, icews14_both
2023-06-21 02:13:36,443 - icews14_both - [INFO] - [E:92| 500]: Train Loss:0.0016991, Val MRR:0.40039, icews14_both
2023-06-21 02:14:39,343 - icews14_both - [INFO] - [E:92| 600]: Train Loss:0.0017005, Val MRR:0.40039, icews14_both
2023-06-21 02:15:42,269 - icews14_both - [INFO] - [E:92| 700]: Train Loss:0.0017018, Val MRR:0.40039, icews14_both
2023-06-21 02:16:45,194 - icews14_both - [INFO] - [E:92| 800]: Train Loss:0.0017027, Val MRR:0.40039, icews14_both
2023-06-21 02:17:48,129 - icews14_both - [INFO] - [E:92| 900]: Train Loss:0.0017039, Val MRR:0.40039, icews14_both
2023-06-21 02:18:32,379 - icews14_both - [INFO] - [Epoch:92]: Training Loss:0.001705
2023-06-21 02:18:32,591 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 02:18:46,223 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 02:18:59,638 - icews14_both - [INFO] - [Evaluating Epoch 92 valid]:
MRR: Tail : 0.41494, Head : 0.3686, Avg : 0.39177
2023-06-21 02:18:59,638 - icews14_both - [INFO] - [Epoch 92]: Training Loss: 0.0017052, Valid MRR: 0.40039,
2023-06-21 02:19:00,283 - icews14_both - [INFO] - [E:93| 0]: Train Loss:0.0016947, Val MRR:0.40039, icews14_both
2023-06-21 02:20:03,192 - icews14_both - [INFO] - [E:93| 100]: Train Loss:0.0016917, Val MRR:0.40039, icews14_both
2023-06-21 02:21:06,138 - icews14_both - [INFO] - [E:93| 200]: Train Loss:0.0016912, Val MRR:0.40039, icews14_both
2023-06-21 02:22:09,084 - icews14_both - [INFO] - [E:93| 300]: Train Loss:0.001693, Val MRR:0.40039, icews14_both
2023-06-21 02:23:12,030 - icews14_both - [INFO] - [E:93| 400]: Train Loss:0.001695, Val MRR:0.40039, icews14_both
2023-06-21 02:24:14,945 - icews14_both - [INFO] - [E:93| 500]: Train Loss:0.0016965, Val MRR:0.40039, icews14_both
2023-06-21 02:25:17,862 - icews14_both - [INFO] - [E:93| 600]: Train Loss:0.0016984, Val MRR:0.40039, icews14_both
2023-06-21 02:26:20,774 - icews14_both - [INFO] - [E:93| 700]: Train Loss:0.0016994, Val MRR:0.40039, icews14_both
2023-06-21 02:27:23,685 - icews14_both - [INFO] - [E:93| 800]: Train Loss:0.0017006, Val MRR:0.40039, icews14_both
2023-06-21 02:28:26,587 - icews14_both - [INFO] - [E:93| 900]: Train Loss:0.0017018, Val MRR:0.40039, icews14_both
2023-06-21 02:29:10,826 - icews14_both - [INFO] - [Epoch:93]: Training Loss:0.001702
2023-06-21 02:29:11,039 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 02:29:24,684 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 02:29:38,096 - icews14_both - [INFO] - [Evaluating Epoch 93 valid]:
MRR: Tail : 0.41966, Head : 0.36914, Avg : 0.3944
2023-06-21 02:29:38,097 - icews14_both - [INFO] - [Epoch 93]: Training Loss: 0.0017023, Valid MRR: 0.40039,
2023-06-21 02:29:38,734 - icews14_both - [INFO] - [E:94| 0]: Train Loss:0.0017089, Val MRR:0.40039, icews14_both
2023-06-21 02:30:41,656 - icews14_both - [INFO] - [E:94| 100]: Train Loss:0.0016908, Val MRR:0.40039, icews14_both
2023-06-21 02:31:44,554 - icews14_both - [INFO] - [E:94| 200]: Train Loss:0.0016909, Val MRR:0.40039, icews14_both
2023-06-21 02:32:47,469 - icews14_both - [INFO] - [E:94| 300]: Train Loss:0.0016926, Val MRR:0.40039, icews14_both
2023-06-21 02:33:50,465 - icews14_both - [INFO] - [E:94| 400]: Train Loss:0.0016938, Val MRR:0.40039, icews14_both
2023-06-21 02:34:53,482 - icews14_both - [INFO] - [E:94| 500]: Train Loss:0.0016937, Val MRR:0.40039, icews14_both
2023-06-21 02:35:56,495 - icews14_both - [INFO] - [E:94| 600]: Train Loss:0.001695, Val MRR:0.40039, icews14_both
2023-06-21 02:36:59,523 - icews14_both - [INFO] - [E:94| 700]: Train Loss:0.0016967, Val MRR:0.40039, icews14_both
2023-06-21 02:38:02,540 - icews14_both - [INFO] - [E:94| 800]: Train Loss:0.0016981, Val MRR:0.40039, icews14_both
2023-06-21 02:39:05,536 - icews14_both - [INFO] - [E:94| 900]: Train Loss:0.0016995, Val MRR:0.40039, icews14_both
2023-06-21 02:39:49,839 - icews14_both - [INFO] - [Epoch:94]: Training Loss:0.0017
2023-06-21 02:39:50,054 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 02:40:03,688 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 02:40:17,112 - icews14_both - [INFO] - [Evaluating Epoch 94 valid]:
MRR: Tail : 0.41744, Head : 0.3682, Avg : 0.39282
2023-06-21 02:40:17,112 - icews14_both - [INFO] - [Epoch 94]: Training Loss: 0.0017004, Valid MRR: 0.40039,
2023-06-21 02:40:17,752 - icews14_both - [INFO] - [E:95| 0]: Train Loss:0.0016964, Val MRR:0.40039, icews14_both
2023-06-21 02:41:20,759 - icews14_both - [INFO] - [E:95| 100]: Train Loss:0.0016902, Val MRR:0.40039, icews14_both
2023-06-21 02:42:23,775 - icews14_both - [INFO] - [E:95| 200]: Train Loss:0.0016897, Val MRR:0.40039, icews14_both
2023-06-21 02:43:26,796 - icews14_both - [INFO] - [E:95| 300]: Train Loss:0.0016905, Val MRR:0.40039, icews14_both
2023-06-21 02:44:29,793 - icews14_both - [INFO] - [E:95| 400]: Train Loss:0.0016916, Val MRR:0.40039, icews14_both
2023-06-21 02:45:32,856 - icews14_both - [INFO] - [E:95| 500]: Train Loss:0.0016927, Val MRR:0.40039, icews14_both
2023-06-21 02:46:35,944 - icews14_both - [INFO] - [E:95| 600]: Train Loss:0.0016941, Val MRR:0.40039, icews14_both
2023-06-21 02:47:39,010 - icews14_both - [INFO] - [E:95| 700]: Train Loss:0.0016944, Val MRR:0.40039, icews14_both
2023-06-21 02:48:42,085 - icews14_both - [INFO] - [E:95| 800]: Train Loss:0.0016955, Val MRR:0.40039, icews14_both
2023-06-21 02:49:45,115 - icews14_both - [INFO] - [E:95| 900]: Train Loss:0.0016967, Val MRR:0.40039, icews14_both
2023-06-21 02:50:29,480 - icews14_both - [INFO] - [Epoch:95]: Training Loss:0.001698
2023-06-21 02:50:29,695 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 02:50:43,369 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 02:50:56,826 - icews14_both - [INFO] - [Evaluating Epoch 95 valid]:
MRR: Tail : 0.41619, Head : 0.36752, Avg : 0.39185
2023-06-21 02:50:56,826 - icews14_both - [INFO] - [Epoch 95]: Training Loss: 0.0016975, Valid MRR: 0.40039,
2023-06-21 02:50:57,468 - icews14_both - [INFO] - [E:96| 0]: Train Loss:0.0017212, Val MRR:0.40039, icews14_both
2023-06-21 02:52:00,587 - icews14_both - [INFO] - [E:96| 100]: Train Loss:0.0016858, Val MRR:0.40039, icews14_both
2023-06-21 02:53:03,744 - icews14_both - [INFO] - [E:96| 200]: Train Loss:0.0016867, Val MRR:0.40039, icews14_both
2023-06-21 02:54:06,911 - icews14_both - [INFO] - [E:96| 300]: Train Loss:0.0016882, Val MRR:0.40039, icews14_both
2023-06-21 02:55:10,058 - icews14_both - [INFO] - [E:96| 400]: Train Loss:0.0016891, Val MRR:0.40039, icews14_both
2023-06-21 02:56:13,211 - icews14_both - [INFO] - [E:96| 500]: Train Loss:0.0016908, Val MRR:0.40039, icews14_both
2023-06-21 02:57:16,437 - icews14_both - [INFO] - [E:96| 600]: Train Loss:0.0016912, Val MRR:0.40039, icews14_both
2023-06-21 02:58:19,666 - icews14_both - [INFO] - [E:96| 700]: Train Loss:0.0016924, Val MRR:0.40039, icews14_both
2023-06-21 02:59:22,861 - icews14_both - [INFO] - [E:96| 800]: Train Loss:0.0016935, Val MRR:0.40039, icews14_both
2023-06-21 03:00:26,044 - icews14_both - [INFO] - [E:96| 900]: Train Loss:0.0016944, Val MRR:0.40039, icews14_both
2023-06-21 03:01:10,501 - icews14_both - [INFO] - [Epoch:96]: Training Loss:0.001695
2023-06-21 03:01:10,715 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 03:01:24,414 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 03:01:37,902 - icews14_both - [INFO] - [Evaluating Epoch 96 valid]:
MRR: Tail : 0.41755, Head : 0.36771, Avg : 0.39263
2023-06-21 03:01:37,903 - icews14_both - [INFO] - [Epoch 96]: Training Loss: 0.0016953, Valid MRR: 0.40039,
2023-06-21 03:01:38,547 - icews14_both - [INFO] - [E:97| 0]: Train Loss:0.0016847, Val MRR:0.40039, icews14_both
2023-06-21 03:02:41,742 - icews14_both - [INFO] - [E:97| 100]: Train Loss:0.0016826, Val MRR:0.40039, icews14_both
2023-06-21 03:03:44,956 - icews14_both - [INFO] - [E:97| 200]: Train Loss:0.0016836, Val MRR:0.40039, icews14_both
2023-06-21 03:04:48,164 - icews14_both - [INFO] - [E:97| 300]: Train Loss:0.0016853, Val MRR:0.40039, icews14_both
2023-06-21 03:05:51,376 - icews14_both - [INFO] - [E:97| 400]: Train Loss:0.001686, Val MRR:0.40039, icews14_both
2023-06-21 03:06:54,577 - icews14_both - [INFO] - [E:97| 500]: Train Loss:0.0016878, Val MRR:0.40039, icews14_both
2023-06-21 03:07:57,800 - icews14_both - [INFO] - [E:97| 600]: Train Loss:0.0016887, Val MRR:0.40039, icews14_both
2023-06-21 03:09:01,003 - icews14_both - [INFO] - [E:97| 700]: Train Loss:0.0016895, Val MRR:0.40039, icews14_both
2023-06-21 03:10:04,214 - icews14_both - [INFO] - [E:97| 800]: Train Loss:0.0016907, Val MRR:0.40039, icews14_both
2023-06-21 03:11:07,426 - icews14_both - [INFO] - [E:97| 900]: Train Loss:0.0016918, Val MRR:0.40039, icews14_both
2023-06-21 03:11:51,890 - icews14_both - [INFO] - [Epoch:97]: Training Loss:0.001692
2023-06-21 03:11:52,103 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 03:12:05,803 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 03:12:19,291 - icews14_both - [INFO] - [Evaluating Epoch 97 valid]:
MRR: Tail : 0.41908, Head : 0.37002, Avg : 0.39455
2023-06-21 03:12:19,291 - icews14_both - [INFO] - [Epoch 97]: Training Loss: 0.0016924, Valid MRR: 0.40039,
2023-06-21 03:12:19,934 - icews14_both - [INFO] - [E:98| 0]: Train Loss:0.0016686, Val MRR:0.40039, icews14_both
2023-06-21 03:13:23,163 - icews14_both - [INFO] - [E:98| 100]: Train Loss:0.0016792, Val MRR:0.40039, icews14_both
2023-06-21 03:14:26,397 - icews14_both - [INFO] - [E:98| 200]: Train Loss:0.0016836, Val MRR:0.40039, icews14_both
2023-06-21 03:15:29,632 - icews14_both - [INFO] - [E:98| 300]: Train Loss:0.0016842, Val MRR:0.40039, icews14_both
2023-06-21 03:16:32,836 - icews14_both - [INFO] - [E:98| 400]: Train Loss:0.0016849, Val MRR:0.40039, icews14_both
2023-06-21 03:17:36,043 - icews14_both - [INFO] - [E:98| 500]: Train Loss:0.0016854, Val MRR:0.40039, icews14_both
2023-06-21 03:18:39,261 - icews14_both - [INFO] - [E:98| 600]: Train Loss:0.0016862, Val MRR:0.40039, icews14_both
2023-06-21 03:19:42,489 - icews14_both - [INFO] - [E:98| 700]: Train Loss:0.0016868, Val MRR:0.40039, icews14_both
2023-06-21 03:20:45,713 - icews14_both - [INFO] - [E:98| 800]: Train Loss:0.001688, Val MRR:0.40039, icews14_both
2023-06-21 03:21:48,950 - icews14_both - [INFO] - [E:98| 900]: Train Loss:0.0016898, Val MRR:0.40039, icews14_both
2023-06-21 03:22:33,412 - icews14_both - [INFO] - [Epoch:98]: Training Loss:0.00169
2023-06-21 03:22:33,626 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 03:22:47,331 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 03:23:00,831 - icews14_both - [INFO] - [Evaluating Epoch 98 valid]:
MRR: Tail : 0.41978, Head : 0.36998, Avg : 0.39488
2023-06-21 03:23:00,832 - icews14_both - [INFO] - [Epoch 98]: Training Loss: 0.0016903, Valid MRR: 0.40039,
2023-06-21 03:23:01,474 - icews14_both - [INFO] - [E:99| 0]: Train Loss:0.001676, Val MRR:0.40039, icews14_both
2023-06-21 03:24:04,687 - icews14_both - [INFO] - [E:99| 100]: Train Loss:0.0016773, Val MRR:0.40039, icews14_both
2023-06-21 03:25:07,919 - icews14_both - [INFO] - [E:99| 200]: Train Loss:0.0016797, Val MRR:0.40039, icews14_both
2023-06-21 03:26:11,127 - icews14_both - [INFO] - [E:99| 300]: Train Loss:0.0016798, Val MRR:0.40039, icews14_both
2023-06-21 03:27:14,340 - icews14_both - [INFO] - [E:99| 400]: Train Loss:0.0016815, Val MRR:0.40039, icews14_both
2023-06-21 03:28:17,548 - icews14_both - [INFO] - [E:99| 500]: Train Loss:0.0016827, Val MRR:0.40039, icews14_both
2023-06-21 03:29:20,758 - icews14_both - [INFO] - [E:99| 600]: Train Loss:0.0016838, Val MRR:0.40039, icews14_both
2023-06-21 03:30:23,965 - icews14_both - [INFO] - [E:99| 700]: Train Loss:0.0016843, Val MRR:0.40039, icews14_both
2023-06-21 03:31:27,153 - icews14_both - [INFO] - [E:99| 800]: Train Loss:0.0016854, Val MRR:0.40039, icews14_both
2023-06-21 03:32:30,341 - icews14_both - [INFO] - [E:99| 900]: Train Loss:0.0016868, Val MRR:0.40039, icews14_both
2023-06-21 03:33:14,794 - icews14_both - [INFO] - [Epoch:99]: Training Loss:0.001687
2023-06-21 03:33:15,009 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 03:33:28,695 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 03:33:42,172 - icews14_both - [INFO] - [Evaluating Epoch 99 valid]:
MRR: Tail : 0.41893, Head : 0.37063, Avg : 0.39478
MR: Tail : 558.12, Head : 530.12, Avg : 544.12
Hit-1: Tail : 0.31856, Head : 0.2673, Avg : 0.29293
Hit-3: Tail : 0.46881, Head : 0.41902, Avg : 0.44392
Hit-10: Tail : 0.61565, Head : 0.57415, Avg : 0.5949
2023-06-21 03:33:42,172 - icews14_both - [INFO] - [Epoch 99]: Training Loss: 0.0016871, Valid MRR: 0.40039,
2023-06-21 03:33:42,815 - icews14_both - [INFO] - [E:100| 0]: Train Loss:0.0016778, Val MRR:0.40039, icews14_both
2023-06-21 03:34:46,026 - icews14_both - [INFO] - [E:100| 100]: Train Loss:0.0016763, Val MRR:0.40039, icews14_both
2023-06-21 03:35:49,229 - icews14_both - [INFO] - [E:100| 200]: Train Loss:0.0016775, Val MRR:0.40039, icews14_both
2023-06-21 03:36:52,459 - icews14_both - [INFO] - [E:100| 300]: Train Loss:0.0016782, Val MRR:0.40039, icews14_both
2023-06-21 03:37:55,682 - icews14_both - [INFO] - [E:100| 400]: Train Loss:0.0016788, Val MRR:0.40039, icews14_both
2023-06-21 03:38:58,899 - icews14_both - [INFO] - [E:100| 500]: Train Loss:0.00168, Val MRR:0.40039, icews14_both
2023-06-21 03:40:02,136 - icews14_both - [INFO] - [E:100| 600]: Train Loss:0.0016806, Val MRR:0.40039, icews14_both
2023-06-21 03:41:05,367 - icews14_both - [INFO] - [E:100| 700]: Train Loss:0.0016816, Val MRR:0.40039, icews14_both
2023-06-21 03:42:08,590 - icews14_both - [INFO] - [E:100| 800]: Train Loss:0.0016828, Val MRR:0.40039, icews14_both
2023-06-21 03:43:11,819 - icews14_both - [INFO] - [E:100| 900]: Train Loss:0.0016837, Val MRR:0.40039, icews14_both
2023-06-21 03:43:56,288 - icews14_both - [INFO] - [Epoch:100]: Training Loss:0.001685
2023-06-21 03:43:56,503 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 03:44:10,216 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 03:44:23,715 - icews14_both - [INFO] - [Evaluating Epoch 100 valid]:
MRR: Tail : 0.41916, Head : 0.36838, Avg : 0.39377
2023-06-21 03:44:23,716 - icews14_both - [INFO] - [Epoch 100]: Training Loss: 0.0016848, Valid MRR: 0.40039,
2023-06-21 03:44:24,357 - icews14_both - [INFO] - [E:101| 0]: Train Loss:0.0017165, Val MRR:0.40039, icews14_both
2023-06-21 03:45:27,595 - icews14_both - [INFO] - [E:101| 100]: Train Loss:0.0016727, Val MRR:0.40039, icews14_both
2023-06-21 03:46:30,822 - icews14_both - [INFO] - [E:101| 200]: Train Loss:0.0016746, Val MRR:0.40039, icews14_both
2023-06-21 03:47:34,066 - icews14_both - [INFO] - [E:101| 300]: Train Loss:0.0016765, Val MRR:0.40039, icews14_both
2023-06-21 03:48:37,306 - icews14_both - [INFO] - [E:101| 400]: Train Loss:0.0016767, Val MRR:0.40039, icews14_both
2023-06-21 03:49:40,547 - icews14_both - [INFO] - [E:101| 500]: Train Loss:0.0016777, Val MRR:0.40039, icews14_both
2023-06-21 03:50:43,803 - icews14_both - [INFO] - [E:101| 600]: Train Loss:0.0016784, Val MRR:0.40039, icews14_both
2023-06-21 03:51:47,048 - icews14_both - [INFO] - [E:101| 700]: Train Loss:0.0016789, Val MRR:0.40039, icews14_both
2023-06-21 03:52:50,302 - icews14_both - [INFO] - [E:101| 800]: Train Loss:0.0016803, Val MRR:0.40039, icews14_both
2023-06-21 03:53:53,549 - icews14_both - [INFO] - [E:101| 900]: Train Loss:0.0016815, Val MRR:0.40039, icews14_both
2023-06-21 03:54:38,012 - icews14_both - [INFO] - [Epoch:101]: Training Loss:0.001682
2023-06-21 03:54:38,226 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 03:54:51,930 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 03:55:05,417 - icews14_both - [INFO] - [Evaluating Epoch 101 valid]:
MRR: Tail : 0.4157, Head : 0.36926, Avg : 0.39248
2023-06-21 03:55:05,418 - icews14_both - [INFO] - [Epoch 101]: Training Loss: 0.0016822, Valid MRR: 0.40039,
2023-06-21 03:55:06,060 - icews14_both - [INFO] - [E:102| 0]: Train Loss:0.0016832, Val MRR:0.40039, icews14_both
2023-06-21 03:56:09,341 - icews14_both - [INFO] - [E:102| 100]: Train Loss:0.0016648, Val MRR:0.40039, icews14_both
2023-06-21 03:57:12,584 - icews14_both - [INFO] - [E:102| 200]: Train Loss:0.0016682, Val MRR:0.40039, icews14_both
2023-06-21 03:58:15,871 - icews14_both - [INFO] - [E:102| 300]: Train Loss:0.0016699, Val MRR:0.40039, icews14_both
2023-06-21 03:59:19,144 - icews14_both - [INFO] - [E:102| 400]: Train Loss:0.0016712, Val MRR:0.40039, icews14_both
2023-06-21 04:00:22,423 - icews14_both - [INFO] - [E:102| 500]: Train Loss:0.0016739, Val MRR:0.40039, icews14_both
2023-06-21 04:01:25,692 - icews14_both - [INFO] - [E:102| 600]: Train Loss:0.0016749, Val MRR:0.40039, icews14_both
2023-06-21 04:02:28,951 - icews14_both - [INFO] - [E:102| 700]: Train Loss:0.0016761, Val MRR:0.40039, icews14_both
2023-06-21 04:03:32,225 - icews14_both - [INFO] - [E:102| 800]: Train Loss:0.0016771, Val MRR:0.40039, icews14_both
2023-06-21 04:04:35,485 - icews14_both - [INFO] - [E:102| 900]: Train Loss:0.0016782, Val MRR:0.40039, icews14_both
2023-06-21 04:05:19,956 - icews14_both - [INFO] - [Epoch:102]: Training Loss:0.001679
2023-06-21 04:05:20,170 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 04:05:33,882 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 04:05:47,367 - icews14_both - [INFO] - [Evaluating Epoch 102 valid]:
MRR: Tail : 0.41724, Head : 0.36849, Avg : 0.39287
2023-06-21 04:05:47,367 - icews14_both - [INFO] - [Epoch 102]: Training Loss: 0.0016792, Valid MRR: 0.40039,
2023-06-21 04:05:48,011 - icews14_both - [INFO] - [E:103| 0]: Train Loss:0.0016778, Val MRR:0.40039, icews14_both
2023-06-21 04:06:51,281 - icews14_both - [INFO] - [E:103| 100]: Train Loss:0.0016672, Val MRR:0.40039, icews14_both
2023-06-21 04:07:54,551 - icews14_both - [INFO] - [E:103| 200]: Train Loss:0.0016678, Val MRR:0.40039, icews14_both
2023-06-21 04:08:57,808 - icews14_both - [INFO] - [E:103| 300]: Train Loss:0.0016687, Val MRR:0.40039, icews14_both
2023-06-21 04:10:01,062 - icews14_both - [INFO] - [E:103| 400]: Train Loss:0.0016701, Val MRR:0.40039, icews14_both
2023-06-21 04:11:04,326 - icews14_both - [INFO] - [E:103| 500]: Train Loss:0.0016712, Val MRR:0.40039, icews14_both
2023-06-21 04:12:07,580 - icews14_both - [INFO] - [E:103| 600]: Train Loss:0.0016724, Val MRR:0.40039, icews14_both
2023-06-21 04:13:10,850 - icews14_both - [INFO] - [E:103| 700]: Train Loss:0.0016734, Val MRR:0.40039, icews14_both
2023-06-21 04:14:14,123 - icews14_both - [INFO] - [E:103| 800]: Train Loss:0.0016747, Val MRR:0.40039, icews14_both
2023-06-21 04:15:17,392 - icews14_both - [INFO] - [E:103| 900]: Train Loss:0.0016756, Val MRR:0.40039, icews14_both
2023-06-21 04:16:01,880 - icews14_both - [INFO] - [Epoch:103]: Training Loss:0.001676
2023-06-21 04:16:02,094 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 04:16:15,793 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 04:16:29,285 - icews14_both - [INFO] - [Evaluating Epoch 103 valid]:
MRR: Tail : 0.41888, Head : 0.37224, Avg : 0.39556
2023-06-21 04:16:29,285 - icews14_both - [INFO] - [Epoch 103]: Training Loss: 0.0016762, Valid MRR: 0.40039,
2023-06-21 04:16:29,931 - icews14_both - [INFO] - [E:104| 0]: Train Loss:0.0016679, Val MRR:0.40039, icews14_both
2023-06-21 04:17:33,177 - icews14_both - [INFO] - [E:104| 100]: Train Loss:0.0016631, Val MRR:0.40039, icews14_both
2023-06-21 04:18:36,438 - icews14_both - [INFO] - [E:104| 200]: Train Loss:0.0016636, Val MRR:0.40039, icews14_both
2023-06-21 04:19:39,703 - icews14_both - [INFO] - [E:104| 300]: Train Loss:0.0016657, Val MRR:0.40039, icews14_both
2023-06-21 04:20:42,967 - icews14_both - [INFO] - [E:104| 400]: Train Loss:0.001667, Val MRR:0.40039, icews14_both
2023-06-21 04:21:46,215 - icews14_both - [INFO] - [E:104| 500]: Train Loss:0.0016679, Val MRR:0.40039, icews14_both
2023-06-21 04:22:49,475 - icews14_both - [INFO] - [E:104| 600]: Train Loss:0.0016694, Val MRR:0.40039, icews14_both
2023-06-21 04:23:52,723 - icews14_both - [INFO] - [E:104| 700]: Train Loss:0.0016709, Val MRR:0.40039, icews14_both
2023-06-21 04:24:55,994 - icews14_both - [INFO] - [E:104| 800]: Train Loss:0.0016719, Val MRR:0.40039, icews14_both
2023-06-21 04:25:59,266 - icews14_both - [INFO] - [E:104| 900]: Train Loss:0.0016729, Val MRR:0.40039, icews14_both
2023-06-21 04:26:43,761 - icews14_both - [INFO] - [Epoch:104]: Training Loss:0.001673
2023-06-21 04:26:43,976 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 04:26:57,686 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 04:27:11,178 - icews14_both - [INFO] - [Evaluating Epoch 104 valid]:
MRR: Tail : 0.41903, Head : 0.36917, Avg : 0.3941
2023-06-21 04:27:11,178 - icews14_both - [INFO] - [Epoch 104]: Training Loss: 0.0016733, Valid MRR: 0.40039,
2023-06-21 04:27:11,820 - icews14_both - [INFO] - [E:105| 0]: Train Loss:0.0016339, Val MRR:0.40039, icews14_both
2023-06-21 04:28:15,088 - icews14_both - [INFO] - [E:105| 100]: Train Loss:0.0016636, Val MRR:0.40039, icews14_both
2023-06-21 04:29:18,375 - icews14_both - [INFO] - [E:105| 200]: Train Loss:0.0016638, Val MRR:0.40039, icews14_both
2023-06-21 04:30:21,633 - icews14_both - [INFO] - [E:105| 300]: Train Loss:0.0016646, Val MRR:0.40039, icews14_both
2023-06-21 04:31:24,902 - icews14_both - [INFO] - [E:105| 400]: Train Loss:0.001665, Val MRR:0.40039, icews14_both
2023-06-21 04:32:28,177 - icews14_both - [INFO] - [E:105| 500]: Train Loss:0.0016662, Val MRR:0.40039, icews14_both
2023-06-21 04:33:31,452 - icews14_both - [INFO] - [E:105| 600]: Train Loss:0.0016668, Val MRR:0.40039, icews14_both
2023-06-21 04:34:34,717 - icews14_both - [INFO] - [E:105| 700]: Train Loss:0.0016676, Val MRR:0.40039, icews14_both
2023-06-21 04:35:37,980 - icews14_both - [INFO] - [E:105| 800]: Train Loss:0.0016683, Val MRR:0.40039, icews14_both
2023-06-21 04:36:41,252 - icews14_both - [INFO] - [E:105| 900]: Train Loss:0.0016694, Val MRR:0.40039, icews14_both
2023-06-21 04:37:25,744 - icews14_both - [INFO] - [Epoch:105]: Training Loss:0.00167
2023-06-21 04:37:25,958 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 04:37:39,662 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 04:37:53,178 - icews14_both - [INFO] - [Evaluating Epoch 105 valid]:
MRR: Tail : 0.41759, Head : 0.3669, Avg : 0.39225
2023-06-21 04:37:53,178 - icews14_both - [INFO] - [Epoch 105]: Training Loss: 0.0016701, Valid MRR: 0.40039,
2023-06-21 04:37:53,825 - icews14_both - [INFO] - [E:106| 0]: Train Loss:0.0016612, Val MRR:0.40039, icews14_both
2023-06-21 04:38:57,107 - icews14_both - [INFO] - [E:106| 100]: Train Loss:0.0016575, Val MRR:0.40039, icews14_both
2023-06-21 04:40:00,375 - icews14_both - [INFO] - [E:106| 200]: Train Loss:0.0016597, Val MRR:0.40039, icews14_both
2023-06-21 04:41:03,624 - icews14_both - [INFO] - [E:106| 300]: Train Loss:0.00166, Val MRR:0.40039, icews14_both
2023-06-21 04:42:06,891 - icews14_both - [INFO] - [E:106| 400]: Train Loss:0.0016614, Val MRR:0.40039, icews14_both
2023-06-21 04:43:10,151 - icews14_both - [INFO] - [E:106| 500]: Train Loss:0.0016625, Val MRR:0.40039, icews14_both
2023-06-21 04:44:13,395 - icews14_both - [INFO] - [E:106| 600]: Train Loss:0.0016641, Val MRR:0.40039, icews14_both
2023-06-21 04:45:16,651 - icews14_both - [INFO] - [E:106| 700]: Train Loss:0.0016643, Val MRR:0.40039, icews14_both
2023-06-21 04:46:19,913 - icews14_both - [INFO] - [E:106| 800]: Train Loss:0.0016651, Val MRR:0.40039, icews14_both
2023-06-21 04:47:23,182 - icews14_both - [INFO] - [E:106| 900]: Train Loss:0.0016661, Val MRR:0.40039, icews14_both
2023-06-21 04:48:07,669 - icews14_both - [INFO] - [Epoch:106]: Training Loss:0.001667
2023-06-21 04:48:07,884 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 04:48:21,579 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 04:48:35,065 - icews14_both - [INFO] - [Evaluating Epoch 106 valid]:
MRR: Tail : 0.4233, Head : 0.37156, Avg : 0.39743
2023-06-21 04:48:35,065 - icews14_both - [INFO] - [Epoch 106]: Training Loss: 0.0016667, Valid MRR: 0.40039,
2023-06-21 04:48:35,708 - icews14_both - [INFO] - [E:107| 0]: Train Loss:0.0016791, Val MRR:0.40039, icews14_both
2023-06-21 04:49:38,964 - icews14_both - [INFO] - [E:107| 100]: Train Loss:0.0016531, Val MRR:0.40039, icews14_both
2023-06-21 04:50:42,208 - icews14_both - [INFO] - [E:107| 200]: Train Loss:0.0016556, Val MRR:0.40039, icews14_both
2023-06-21 04:51:45,460 - icews14_both - [INFO] - [E:107| 300]: Train Loss:0.0016562, Val MRR:0.40039, icews14_both
2023-06-21 04:52:48,721 - icews14_both - [INFO] - [E:107| 400]: Train Loss:0.0016573, Val MRR:0.40039, icews14_both
2023-06-21 04:53:51,996 - icews14_both - [INFO] - [E:107| 500]: Train Loss:0.0016587, Val MRR:0.40039, icews14_both
2023-06-21 04:54:55,276 - icews14_both - [INFO] - [E:107| 600]: Train Loss:0.0016599, Val MRR:0.40039, icews14_both
2023-06-21 04:55:58,567 - icews14_both - [INFO] - [E:107| 700]: Train Loss:0.0016606, Val MRR:0.40039, icews14_both
2023-06-21 04:57:01,838 - icews14_both - [INFO] - [E:107| 800]: Train Loss:0.0016617, Val MRR:0.40039, icews14_both
2023-06-21 04:58:05,124 - icews14_both - [INFO] - [E:107| 900]: Train Loss:0.0016627, Val MRR:0.40039, icews14_both
2023-06-21 04:58:49,599 - icews14_both - [INFO] - [Epoch:107]: Training Loss:0.001664
2023-06-21 04:58:49,814 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 04:59:03,516 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 04:59:17,020 - icews14_both - [INFO] - [Evaluating Epoch 107 valid]:
MRR: Tail : 0.42074, Head : 0.37317, Avg : 0.39696
2023-06-21 04:59:17,020 - icews14_both - [INFO] - [Epoch 107]: Training Loss: 0.0016636, Valid MRR: 0.40039,
2023-06-21 04:59:17,662 - icews14_both - [INFO] - [E:108| 0]: Train Loss:0.0016582, Val MRR:0.40039, icews14_both
2023-06-21 05:00:20,941 - icews14_both - [INFO] - [E:108| 100]: Train Loss:0.0016512, Val MRR:0.40039, icews14_both
2023-06-21 05:01:24,211 - icews14_both - [INFO] - [E:108| 200]: Train Loss:0.0016519, Val MRR:0.40039, icews14_both
2023-06-21 05:02:27,473 - icews14_both - [INFO] - [E:108| 300]: Train Loss:0.0016533, Val MRR:0.40039, icews14_both
2023-06-21 05:03:30,738 - icews14_both - [INFO] - [E:108| 400]: Train Loss:0.0016548, Val MRR:0.40039, icews14_both
2023-06-21 05:04:34,011 - icews14_both - [INFO] - [E:108| 500]: Train Loss:0.0016559, Val MRR:0.40039, icews14_both
2023-06-21 05:05:37,287 - icews14_both - [INFO] - [E:108| 600]: Train Loss:0.0016565, Val MRR:0.40039, icews14_both
2023-06-21 05:06:40,560 - icews14_both - [INFO] - [E:108| 700]: Train Loss:0.0016578, Val MRR:0.40039, icews14_both
2023-06-21 05:07:43,860 - icews14_both - [INFO] - [E:108| 800]: Train Loss:0.0016583, Val MRR:0.40039, icews14_both
2023-06-21 05:08:47,137 - icews14_both - [INFO] - [E:108| 900]: Train Loss:0.0016591, Val MRR:0.40039, icews14_both
2023-06-21 05:09:31,642 - icews14_both - [INFO] - [Epoch:108]: Training Loss:0.00166
2023-06-21 05:09:31,857 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 05:09:45,557 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 05:09:59,044 - icews14_both - [INFO] - [Evaluating Epoch 108 valid]:
MRR: Tail : 0.41671, Head : 0.37038, Avg : 0.39354
2023-06-21 05:09:59,044 - icews14_both - [INFO] - [Epoch 108]: Training Loss: 0.0016597, Valid MRR: 0.40039,
2023-06-21 05:09:59,685 - icews14_both - [INFO] - [E:109| 0]: Train Loss:0.0016564, Val MRR:0.40039, icews14_both
2023-06-21 05:11:02,986 - icews14_both - [INFO] - [E:109| 100]: Train Loss:0.001645, Val MRR:0.40039, icews14_both
2023-06-21 05:12:06,273 - icews14_both - [INFO] - [E:109| 200]: Train Loss:0.0016465, Val MRR:0.40039, icews14_both
2023-06-21 05:13:09,537 - icews14_both - [INFO] - [E:109| 300]: Train Loss:0.0016491, Val MRR:0.40039, icews14_both
2023-06-21 05:14:12,810 - icews14_both - [INFO] - [E:109| 400]: Train Loss:0.0016501, Val MRR:0.40039, icews14_both
2023-06-21 05:15:16,096 - icews14_both - [INFO] - [E:109| 500]: Train Loss:0.0016515, Val MRR:0.40039, icews14_both
2023-06-21 05:16:19,341 - icews14_both - [INFO] - [E:109| 600]: Train Loss:0.0016523, Val MRR:0.40039, icews14_both
2023-06-21 05:17:22,557 - icews14_both - [INFO] - [E:109| 700]: Train Loss:0.001653, Val MRR:0.40039, icews14_both
2023-06-21 05:18:25,788 - icews14_both - [INFO] - [E:109| 800]: Train Loss:0.0016542, Val MRR:0.40039, icews14_both
2023-06-21 05:19:29,019 - icews14_both - [INFO] - [E:109| 900]: Train Loss:0.001655, Val MRR:0.40039, icews14_both
2023-06-21 05:20:13,469 - icews14_both - [INFO] - [Epoch:109]: Training Loss:0.001656
2023-06-21 05:20:13,683 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 05:20:27,403 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 05:20:40,892 - icews14_both - [INFO] - [Evaluating Epoch 109 valid]:
MRR: Tail : 0.42096, Head : 0.37057, Avg : 0.39576
MR: Tail : 577.3, Head : 577.2, Avg : 577.25
Hit-1: Tail : 0.3204, Head : 0.26877, Avg : 0.29458
Hit-3: Tail : 0.47345, Head : 0.4167, Avg : 0.44508
Hit-10: Tail : 0.61138, Head : 0.57207, Avg : 0.59172
2023-06-21 05:20:40,893 - icews14_both - [INFO] - [Epoch 109]: Training Loss: 0.0016557, Valid MRR: 0.40039,
2023-06-21 05:20:41,535 - icews14_both - [INFO] - [E:110| 0]: Train Loss:0.0016372, Val MRR:0.40039, icews14_both
2023-06-21 05:21:44,865 - icews14_both - [INFO] - [E:110| 100]: Train Loss:0.0016431, Val MRR:0.40039, icews14_both
2023-06-21 05:22:48,175 - icews14_both - [INFO] - [E:110| 200]: Train Loss:0.0016433, Val MRR:0.40039, icews14_both
2023-06-21 05:23:51,449 - icews14_both - [INFO] - [E:110| 300]: Train Loss:0.0016446, Val MRR:0.40039, icews14_both
2023-06-21 05:24:54,720 - icews14_both - [INFO] - [E:110| 400]: Train Loss:0.0016467, Val MRR:0.40039, icews14_both
2023-06-21 05:25:58,014 - icews14_both - [INFO] - [E:110| 500]: Train Loss:0.001648, Val MRR:0.40039, icews14_both
2023-06-21 05:27:01,329 - icews14_both - [INFO] - [E:110| 600]: Train Loss:0.0016491, Val MRR:0.40039, icews14_both
2023-06-21 05:28:04,644 - icews14_both - [INFO] - [E:110| 700]: Train Loss:0.0016497, Val MRR:0.40039, icews14_both
2023-06-21 05:29:07,947 - icews14_both - [INFO] - [E:110| 800]: Train Loss:0.0016506, Val MRR:0.40039, icews14_both
2023-06-21 05:30:11,261 - icews14_both - [INFO] - [E:110| 900]: Train Loss:0.0016515, Val MRR:0.40039, icews14_both
2023-06-21 05:30:55,784 - icews14_both - [INFO] - [Epoch:110]: Training Loss:0.001652
2023-06-21 05:30:55,998 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 05:31:09,704 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 05:31:23,199 - icews14_both - [INFO] - [Evaluating Epoch 110 valid]:
MRR: Tail : 0.42167, Head : 0.37406, Avg : 0.39787
2023-06-21 05:31:23,199 - icews14_both - [INFO] - [Epoch 110]: Training Loss: 0.0016518, Valid MRR: 0.40039,
2023-06-21 05:31:23,842 - icews14_both - [INFO] - [E:111| 0]: Train Loss:0.0016355, Val MRR:0.40039, icews14_both
2023-06-21 05:32:27,160 - icews14_both - [INFO] - [E:111| 100]: Train Loss:0.0016407, Val MRR:0.40039, icews14_both
2023-06-21 05:33:30,471 - icews14_both - [INFO] - [E:111| 200]: Train Loss:0.0016412, Val MRR:0.40039, icews14_both
2023-06-21 05:34:33,773 - icews14_both - [INFO] - [E:111| 300]: Train Loss:0.0016427, Val MRR:0.40039, icews14_both
2023-06-21 05:35:37,096 - icews14_both - [INFO] - [E:111| 400]: Train Loss:0.0016431, Val MRR:0.40039, icews14_both
2023-06-21 05:36:40,390 - icews14_both - [INFO] - [E:111| 500]: Train Loss:0.0016439, Val MRR:0.40039, icews14_both
2023-06-21 05:37:43,703 - icews14_both - [INFO] - [E:111| 600]: Train Loss:0.0016447, Val MRR:0.40039, icews14_both
2023-06-21 05:38:47,038 - icews14_both - [INFO] - [E:111| 700]: Train Loss:0.0016453, Val MRR:0.40039, icews14_both
2023-06-21 05:39:50,349 - icews14_both - [INFO] - [E:111| 800]: Train Loss:0.0016462, Val MRR:0.40039, icews14_both
2023-06-21 05:40:53,649 - icews14_both - [INFO] - [E:111| 900]: Train Loss:0.0016469, Val MRR:0.40039, icews14_both
2023-06-21 05:41:38,152 - icews14_both - [INFO] - [Epoch:111]: Training Loss:0.001647
2023-06-21 05:41:38,368 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 05:41:52,086 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 05:42:05,576 - icews14_both - [INFO] - [Evaluating Epoch 111 valid]:
MRR: Tail : 0.4209, Head : 0.36946, Avg : 0.39518
2023-06-21 05:42:05,576 - icews14_both - [INFO] - [Epoch 111]: Training Loss: 0.0016475, Valid MRR: 0.40039,
2023-06-21 05:42:06,217 - icews14_both - [INFO] - [E:112| 0]: Train Loss:0.0016127, Val MRR:0.40039, icews14_both
2023-06-21 05:43:09,537 - icews14_both - [INFO] - [E:112| 100]: Train Loss:0.0016351, Val MRR:0.40039, icews14_both
2023-06-21 05:44:12,852 - icews14_both - [INFO] - [E:112| 200]: Train Loss:0.0016376, Val MRR:0.40039, icews14_both
2023-06-21 05:45:16,148 - icews14_both - [INFO] - [E:112| 300]: Train Loss:0.0016395, Val MRR:0.40039, icews14_both
2023-06-21 05:46:19,398 - icews14_both - [INFO] - [E:112| 400]: Train Loss:0.0016405, Val MRR:0.40039, icews14_both
2023-06-21 05:47:22,641 - icews14_both - [INFO] - [E:112| 500]: Train Loss:0.0016409, Val MRR:0.40039, icews14_both
2023-06-21 05:48:25,884 - icews14_both - [INFO] - [E:112| 600]: Train Loss:0.0016414, Val MRR:0.40039, icews14_both
2023-06-21 05:49:29,128 - icews14_both - [INFO] - [E:112| 700]: Train Loss:0.0016419, Val MRR:0.40039, icews14_both
2023-06-21 05:50:32,364 - icews14_both - [INFO] - [E:112| 800]: Train Loss:0.0016422, Val MRR:0.40039, icews14_both
2023-06-21 05:51:35,597 - icews14_both - [INFO] - [E:112| 900]: Train Loss:0.0016431, Val MRR:0.40039, icews14_both
2023-06-21 05:52:20,066 - icews14_both - [INFO] - [Epoch:112]: Training Loss:0.001644
2023-06-21 05:52:20,280 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 05:52:33,965 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 05:52:47,450 - icews14_both - [INFO] - [Evaluating Epoch 112 valid]:
MRR: Tail : 0.42534, Head : 0.37354, Avg : 0.39944
2023-06-21 05:52:47,450 - icews14_both - [INFO] - [Epoch 112]: Training Loss: 0.0016436, Valid MRR: 0.40039,
2023-06-21 05:52:48,093 - icews14_both - [INFO] - [E:113| 0]: Train Loss:0.0016205, Val MRR:0.40039, icews14_both
2023-06-21 05:53:51,353 - icews14_both - [INFO] - [E:113| 100]: Train Loss:0.0016325, Val MRR:0.40039, icews14_both
2023-06-21 05:54:54,603 - icews14_both - [INFO] - [E:113| 200]: Train Loss:0.0016328, Val MRR:0.40039, icews14_both
2023-06-21 05:55:57,829 - icews14_both - [INFO] - [E:113| 300]: Train Loss:0.0016331, Val MRR:0.40039, icews14_both
2023-06-21 05:57:01,038 - icews14_both - [INFO] - [E:113| 400]: Train Loss:0.0016347, Val MRR:0.40039, icews14_both
2023-06-21 05:58:04,259 - icews14_both - [INFO] - [E:113| 500]: Train Loss:0.0016352, Val MRR:0.40039, icews14_both
2023-06-21 05:59:07,496 - icews14_both - [INFO] - [E:113| 600]: Train Loss:0.001636, Val MRR:0.40039, icews14_both
2023-06-21 06:00:10,720 - icews14_both - [INFO] - [E:113| 700]: Train Loss:0.0016372, Val MRR:0.40039, icews14_both
2023-06-21 06:01:13,938 - icews14_both - [INFO] - [E:113| 800]: Train Loss:0.0016382, Val MRR:0.40039, icews14_both
2023-06-21 06:02:17,147 - icews14_both - [INFO] - [E:113| 900]: Train Loss:0.0016388, Val MRR:0.40039, icews14_both
2023-06-21 06:03:01,607 - icews14_both - [INFO] - [Epoch:113]: Training Loss:0.001639
2023-06-21 06:03:01,822 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 06:03:15,509 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 06:03:28,984 - icews14_both - [INFO] - [Evaluating Epoch 113 valid]:
MRR: Tail : 0.42286, Head : 0.37601, Avg : 0.39943
2023-06-21 06:03:28,984 - icews14_both - [INFO] - [Epoch 113]: Training Loss: 0.0016392, Valid MRR: 0.40039,
2023-06-21 06:03:29,624 - icews14_both - [INFO] - [E:114| 0]: Train Loss:0.0016478, Val MRR:0.40039, icews14_both
2023-06-21 06:04:32,852 - icews14_both - [INFO] - [E:114| 100]: Train Loss:0.0016308, Val MRR:0.40039, icews14_both
2023-06-21 06:05:36,109 - icews14_both - [INFO] - [E:114| 200]: Train Loss:0.0016298, Val MRR:0.40039, icews14_both
2023-06-21 06:06:39,351 - icews14_both - [INFO] - [E:114| 300]: Train Loss:0.001631, Val MRR:0.40039, icews14_both
2023-06-21 06:07:42,597 - icews14_both - [INFO] - [E:114| 400]: Train Loss:0.001631, Val MRR:0.40039, icews14_both
2023-06-21 06:08:45,840 - icews14_both - [INFO] - [E:114| 500]: Train Loss:0.0016317, Val MRR:0.40039, icews14_both
2023-06-21 06:09:49,055 - icews14_both - [INFO] - [E:114| 600]: Train Loss:0.0016323, Val MRR:0.40039, icews14_both
2023-06-21 06:10:52,314 - icews14_both - [INFO] - [E:114| 700]: Train Loss:0.0016332, Val MRR:0.40039, icews14_both
2023-06-21 06:11:55,548 - icews14_both - [INFO] - [E:114| 800]: Train Loss:0.001634, Val MRR:0.40039, icews14_both
2023-06-21 06:12:58,773 - icews14_both - [INFO] - [E:114| 900]: Train Loss:0.0016343, Val MRR:0.40039, icews14_both
2023-06-21 06:13:43,237 - icews14_both - [INFO] - [Epoch:114]: Training Loss:0.001635
2023-06-21 06:13:43,451 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 06:13:57,141 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 06:14:10,628 - icews14_both - [INFO] - [Evaluating Epoch 114 valid]:
MRR: Tail : 0.41757, Head : 0.37181, Avg : 0.39469
2023-06-21 06:14:10,628 - icews14_both - [INFO] - [Epoch 114]: Training Loss: 0.0016348, Valid MRR: 0.40039,
2023-06-21 06:14:11,273 - icews14_both - [INFO] - [E:115| 0]: Train Loss:0.0016079, Val MRR:0.40039, icews14_both
2023-06-21 06:15:14,491 - icews14_both - [INFO] - [E:115| 100]: Train Loss:0.0016232, Val MRR:0.40039, icews14_both
2023-06-21 06:16:17,719 - icews14_both - [INFO] - [E:115| 200]: Train Loss:0.0016246, Val MRR:0.40039, icews14_both
2023-06-21 06:17:20,936 - icews14_both - [INFO] - [E:115| 300]: Train Loss:0.0016252, Val MRR:0.40039, icews14_both
2023-06-21 06:18:24,164 - icews14_both - [INFO] - [E:115| 400]: Train Loss:0.0016247, Val MRR:0.40039, icews14_both
2023-06-21 06:19:27,427 - icews14_both - [INFO] - [E:115| 500]: Train Loss:0.0016261, Val MRR:0.40039, icews14_both
2023-06-21 06:20:30,647 - icews14_both - [INFO] - [E:115| 600]: Train Loss:0.0016272, Val MRR:0.40039, icews14_both
2023-06-21 06:21:33,860 - icews14_both - [INFO] - [E:115| 700]: Train Loss:0.0016282, Val MRR:0.40039, icews14_both
2023-06-21 06:22:37,137 - icews14_both - [INFO] - [E:115| 800]: Train Loss:0.0016288, Val MRR:0.40039, icews14_both
2023-06-21 06:23:40,332 - icews14_both - [INFO] - [E:115| 900]: Train Loss:0.0016299, Val MRR:0.40039, icews14_both
2023-06-21 06:24:24,779 - icews14_both - [INFO] - [Epoch:115]: Training Loss:0.00163
2023-06-21 06:24:24,992 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 06:24:38,672 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 06:24:52,143 - icews14_both - [INFO] - [Evaluating Epoch 115 valid]:
MRR: Tail : 0.42383, Head : 0.37545, Avg : 0.39964
2023-06-21 06:24:52,143 - icews14_both - [INFO] - [Epoch 115]: Training Loss: 0.0016302, Valid MRR: 0.40039,
2023-06-21 06:24:52,786 - icews14_both - [INFO] - [E:116| 0]: Train Loss:0.0016076, Val MRR:0.40039, icews14_both
2023-06-21 06:25:56,012 - icews14_both - [INFO] - [E:116| 100]: Train Loss:0.0016175, Val MRR:0.40039, icews14_both
2023-06-21 06:26:59,194 - icews14_both - [INFO] - [E:116| 200]: Train Loss:0.0016187, Val MRR:0.40039, icews14_both
2023-06-21 06:28:02,398 - icews14_both - [INFO] - [E:116| 300]: Train Loss:0.0016194, Val MRR:0.40039, icews14_both
2023-06-21 06:29:05,573 - icews14_both - [INFO] - [E:116| 400]: Train Loss:0.0016205, Val MRR:0.40039, icews14_both
2023-06-21 06:30:08,776 - icews14_both - [INFO] - [E:116| 500]: Train Loss:0.0016224, Val MRR:0.40039, icews14_both
2023-06-21 06:31:11,990 - icews14_both - [INFO] - [E:116| 600]: Train Loss:0.0016228, Val MRR:0.40039, icews14_both
2023-06-21 06:32:15,202 - icews14_both - [INFO] - [E:116| 700]: Train Loss:0.0016237, Val MRR:0.40039, icews14_both
2023-06-21 06:33:18,414 - icews14_both - [INFO] - [E:116| 800]: Train Loss:0.0016246, Val MRR:0.40039, icews14_both
2023-06-21 06:34:21,622 - icews14_both - [INFO] - [E:116| 900]: Train Loss:0.0016257, Val MRR:0.40039, icews14_both
2023-06-21 06:35:06,066 - icews14_both - [INFO] - [Epoch:116]: Training Loss:0.001626
2023-06-21 06:35:06,279 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 06:35:19,968 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 06:35:33,452 - icews14_both - [INFO] - [Evaluating Epoch 116 valid]:
MRR: Tail : 0.42666, Head : 0.37607, Avg : 0.40136
2023-06-21 06:35:34,747 - icews14_both - [INFO] - [Epoch 116]: Training Loss: 0.0016261, Valid MRR: 0.40136,
2023-06-21 06:35:35,389 - icews14_both - [INFO] - [E:117| 0]: Train Loss:0.0015991, Val MRR:0.40136, icews14_both
2023-06-21 06:36:38,739 - icews14_both - [INFO] - [E:117| 100]: Train Loss:0.0016181, Val MRR:0.40136, icews14_both
2023-06-21 06:37:42,141 - icews14_both - [INFO] - [E:117| 200]: Train Loss:0.0016182, Val MRR:0.40136, icews14_both
2023-06-21 06:38:45,506 - icews14_both - [INFO] - [E:117| 300]: Train Loss:0.0016186, Val MRR:0.40136, icews14_both
2023-06-21 06:39:48,851 - icews14_both - [INFO] - [E:117| 400]: Train Loss:0.0016185, Val MRR:0.40136, icews14_both
2023-06-21 06:40:52,199 - icews14_both - [INFO] - [E:117| 500]: Train Loss:0.001619, Val MRR:0.40136, icews14_both
2023-06-21 06:41:55,549 - icews14_both - [INFO] - [E:117| 600]: Train Loss:0.00162, Val MRR:0.40136, icews14_both
2023-06-21 06:42:58,933 - icews14_both - [INFO] - [E:117| 700]: Train Loss:0.0016204, Val MRR:0.40136, icews14_both
2023-06-21 06:44:02,284 - icews14_both - [INFO] - [E:117| 800]: Train Loss:0.0016212, Val MRR:0.40136, icews14_both
2023-06-21 06:45:05,635 - icews14_both - [INFO] - [E:117| 900]: Train Loss:0.0016218, Val MRR:0.40136, icews14_both
2023-06-21 06:45:50,192 - icews14_both - [INFO] - [Epoch:117]: Training Loss:0.001622
2023-06-21 06:45:50,407 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 06:46:04,116 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 06:46:17,612 - icews14_both - [INFO] - [Evaluating Epoch 117 valid]:
MRR: Tail : 0.42414, Head : 0.37578, Avg : 0.39996
2023-06-21 06:46:17,612 - icews14_both - [INFO] - [Epoch 117]: Training Loss: 0.0016221, Valid MRR: 0.40136,
2023-06-21 06:46:18,256 - icews14_both - [INFO] - [E:118| 0]: Train Loss:0.0016154, Val MRR:0.40136, icews14_both
2023-06-21 06:47:21,644 - icews14_both - [INFO] - [E:118| 100]: Train Loss:0.0016118, Val MRR:0.40136, icews14_both
2023-06-21 06:48:24,998 - icews14_both - [INFO] - [E:118| 200]: Train Loss:0.001613, Val MRR:0.40136, icews14_both
2023-06-21 06:49:28,363 - icews14_both - [INFO] - [E:118| 300]: Train Loss:0.0016132, Val MRR:0.40136, icews14_both
2023-06-21 06:50:31,726 - icews14_both - [INFO] - [E:118| 400]: Train Loss:0.001614, Val MRR:0.40136, icews14_both
2023-06-21 06:51:35,099 - icews14_both - [INFO] - [E:118| 500]: Train Loss:0.0016146, Val MRR:0.40136, icews14_both
2023-06-21 06:52:38,477 - icews14_both - [INFO] - [E:118| 600]: Train Loss:0.001615, Val MRR:0.40136, icews14_both
2023-06-21 06:53:41,845 - icews14_both - [INFO] - [E:118| 700]: Train Loss:0.0016159, Val MRR:0.40136, icews14_both
2023-06-21 06:54:45,208 - icews14_both - [INFO] - [E:118| 800]: Train Loss:0.0016167, Val MRR:0.40136, icews14_both
2023-06-21 06:55:48,599 - icews14_both - [INFO] - [E:118| 900]: Train Loss:0.0016173, Val MRR:0.40136, icews14_both
2023-06-21 06:56:33,153 - icews14_both - [INFO] - [Epoch:118]: Training Loss:0.001618
2023-06-21 06:56:33,367 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 06:56:47,099 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 06:57:00,597 - icews14_both - [INFO] - [Evaluating Epoch 118 valid]:
MRR: Tail : 0.42741, Head : 0.37861, Avg : 0.40301
2023-06-21 06:57:01,912 - icews14_both - [INFO] - [Epoch 118]: Training Loss: 0.0016177, Valid MRR: 0.40301,
2023-06-21 06:57:02,558 - icews14_both - [INFO] - [E:119| 0]: Train Loss:0.0016027, Val MRR:0.40301, icews14_both
2023-06-21 06:58:05,948 - icews14_both - [INFO] - [E:119| 100]: Train Loss:0.0016073, Val MRR:0.40301, icews14_both
2023-06-21 06:59:09,342 - icews14_both - [INFO] - [E:119| 200]: Train Loss:0.0016081, Val MRR:0.40301, icews14_both
2023-06-21 07:00:12,749 - icews14_both - [INFO] - [E:119| 300]: Train Loss:0.0016086, Val MRR:0.40301, icews14_both
2023-06-21 07:01:16,169 - icews14_both - [INFO] - [E:119| 400]: Train Loss:0.0016098, Val MRR:0.40301, icews14_both
2023-06-21 07:02:19,552 - icews14_both - [INFO] - [E:119| 500]: Train Loss:0.0016106, Val MRR:0.40301, icews14_both
2023-06-21 07:03:22,936 - icews14_both - [INFO] - [E:119| 600]: Train Loss:0.0016112, Val MRR:0.40301, icews14_both
2023-06-21 07:04:26,330 - icews14_both - [INFO] - [E:119| 700]: Train Loss:0.0016117, Val MRR:0.40301, icews14_both
2023-06-21 07:05:29,729 - icews14_both - [INFO] - [E:119| 800]: Train Loss:0.0016125, Val MRR:0.40301, icews14_both
2023-06-21 07:06:33,125 - icews14_both - [INFO] - [E:119| 900]: Train Loss:0.0016128, Val MRR:0.40301, icews14_both
2023-06-21 07:07:17,734 - icews14_both - [INFO] - [Epoch:119]: Training Loss:0.001613
2023-06-21 07:07:17,949 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 07:07:31,673 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 07:07:45,179 - icews14_both - [INFO] - [Evaluating Epoch 119 valid]:
MRR: Tail : 0.42941, Head : 0.37621, Avg : 0.40281
MR: Tail : 628.5, Head : 643.7, Avg : 636.1
Hit-1: Tail : 0.33248, Head : 0.2767, Avg : 0.30459
Hit-3: Tail : 0.48249, Head : 0.4228, Avg : 0.45264
Hit-10: Tail : 0.61321, Head : 0.56988, Avg : 0.59154
2023-06-21 07:07:45,179 - icews14_both - [INFO] - [Epoch 119]: Training Loss: 0.0016131, Valid MRR: 0.40301,
2023-06-21 07:07:45,831 - icews14_both - [INFO] - [E:120| 0]: Train Loss:0.0016284, Val MRR:0.40301, icews14_both
2023-06-21 07:08:49,213 - icews14_both - [INFO] - [E:120| 100]: Train Loss:0.0016036, Val MRR:0.40301, icews14_both
2023-06-21 07:09:52,624 - icews14_both - [INFO] - [E:120| 200]: Train Loss:0.001604, Val MRR:0.40301, icews14_both
2023-06-21 07:10:56,035 - icews14_both - [INFO] - [E:120| 300]: Train Loss:0.0016046, Val MRR:0.40301, icews14_both
2023-06-21 07:11:59,398 - icews14_both - [INFO] - [E:120| 400]: Train Loss:0.0016063, Val MRR:0.40301, icews14_both
2023-06-21 07:13:02,774 - icews14_both - [INFO] - [E:120| 500]: Train Loss:0.0016068, Val MRR:0.40301, icews14_both
2023-06-21 07:14:06,104 - icews14_both - [INFO] - [E:120| 600]: Train Loss:0.0016072, Val MRR:0.40301, icews14_both
2023-06-21 07:15:09,415 - icews14_both - [INFO] - [E:120| 700]: Train Loss:0.0016075, Val MRR:0.40301, icews14_both
2023-06-21 07:16:12,764 - icews14_both - [INFO] - [E:120| 800]: Train Loss:0.0016079, Val MRR:0.40301, icews14_both
2023-06-21 07:17:16,065 - icews14_both - [INFO] - [E:120| 900]: Train Loss:0.0016088, Val MRR:0.40301, icews14_both
2023-06-21 07:18:00,573 - icews14_both - [INFO] - [Epoch:120]: Training Loss:0.001609
2023-06-21 07:18:00,787 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 07:18:14,502 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 07:18:28,000 - icews14_both - [INFO] - [Evaluating Epoch 120 valid]:
MRR: Tail : 0.4288, Head : 0.3756, Avg : 0.4022
2023-06-21 07:18:28,000 - icews14_both - [INFO] - [Epoch 120]: Training Loss: 0.0016092, Valid MRR: 0.40301,
2023-06-21 07:18:28,646 - icews14_both - [INFO] - [E:121| 0]: Train Loss:0.0016024, Val MRR:0.40301, icews14_both
2023-06-21 07:19:31,985 - icews14_both - [INFO] - [E:121| 100]: Train Loss:0.001603, Val MRR:0.40301, icews14_both
2023-06-21 07:20:35,301 - icews14_both - [INFO] - [E:121| 200]: Train Loss:0.0016025, Val MRR:0.40301, icews14_both
2023-06-21 07:21:38,632 - icews14_both - [INFO] - [E:121| 300]: Train Loss:0.0016025, Val MRR:0.40301, icews14_both
2023-06-21 07:22:41,980 - icews14_both - [INFO] - [E:121| 400]: Train Loss:0.0016024, Val MRR:0.40301, icews14_both
2023-06-21 07:23:45,305 - icews14_both - [INFO] - [E:121| 500]: Train Loss:0.0016031, Val MRR:0.40301, icews14_both
2023-06-21 07:24:48,641 - icews14_both - [INFO] - [E:121| 600]: Train Loss:0.0016031, Val MRR:0.40301, icews14_both
2023-06-21 07:25:52,045 - icews14_both - [INFO] - [E:121| 700]: Train Loss:0.0016033, Val MRR:0.40301, icews14_both
2023-06-21 07:26:55,461 - icews14_both - [INFO] - [E:121| 800]: Train Loss:0.0016042, Val MRR:0.40301, icews14_both
2023-06-21 07:27:58,817 - icews14_both - [INFO] - [E:121| 900]: Train Loss:0.0016045, Val MRR:0.40301, icews14_both
2023-06-21 07:28:43,389 - icews14_both - [INFO] - [Epoch:121]: Training Loss:0.001605
2023-06-21 07:28:43,604 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 07:28:57,310 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 07:29:10,826 - icews14_both - [INFO] - [Evaluating Epoch 121 valid]:
MRR: Tail : 0.43153, Head : 0.38232, Avg : 0.40692
2023-06-21 07:29:12,121 - icews14_both - [INFO] - [Epoch 121]: Training Loss: 0.001605, Valid MRR: 0.40692,
2023-06-21 07:29:12,766 - icews14_both - [INFO] - [E:122| 0]: Train Loss:0.0015988, Val MRR:0.40692, icews14_both
2023-06-21 07:30:16,219 - icews14_both - [INFO] - [E:122| 100]: Train Loss:0.0015948, Val MRR:0.40692, icews14_both
2023-06-21 07:31:19,674 - icews14_both - [INFO] - [E:122| 200]: Train Loss:0.0015965, Val MRR:0.40692, icews14_both
2023-06-21 07:32:23,130 - icews14_both - [INFO] - [E:122| 300]: Train Loss:0.0015982, Val MRR:0.40692, icews14_both
2023-06-21 07:33:26,596 - icews14_both - [INFO] - [E:122| 400]: Train Loss:0.0015979, Val MRR:0.40692, icews14_both
2023-06-21 07:34:30,061 - icews14_both - [INFO] - [E:122| 500]: Train Loss:0.0015985, Val MRR:0.40692, icews14_both
2023-06-21 07:35:33,598 - icews14_both - [INFO] - [E:122| 600]: Train Loss:0.0015991, Val MRR:0.40692, icews14_both
2023-06-21 07:36:37,070 - icews14_both - [INFO] - [E:122| 700]: Train Loss:0.0015998, Val MRR:0.40692, icews14_both
2023-06-21 07:37:40,527 - icews14_both - [INFO] - [E:122| 800]: Train Loss:0.0016005, Val MRR:0.40692, icews14_both
2023-06-21 07:38:44,004 - icews14_both - [INFO] - [E:122| 900]: Train Loss:0.001601, Val MRR:0.40692, icews14_both
2023-06-21 07:39:28,615 - icews14_both - [INFO] - [Epoch:122]: Training Loss:0.001602
2023-06-21 07:39:28,836 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 07:39:42,566 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 07:39:56,076 - icews14_both - [INFO] - [Evaluating Epoch 122 valid]:
MRR: Tail : 0.43128, Head : 0.38417, Avg : 0.40772
2023-06-21 07:39:57,388 - icews14_both - [INFO] - [Epoch 122]: Training Loss: 0.0016015, Valid MRR: 0.40772,
2023-06-21 07:39:58,037 - icews14_both - [INFO] - [E:123| 0]: Train Loss:0.0015873, Val MRR:0.40772, icews14_both
2023-06-21 07:41:01,496 - icews14_both - [INFO] - [E:123| 100]: Train Loss:0.0015927, Val MRR:0.40772, icews14_both
2023-06-21 07:42:04,960 - icews14_both - [INFO] - [E:123| 200]: Train Loss:0.0015938, Val MRR:0.40772, icews14_both
2023-06-21 07:43:08,413 - icews14_both - [INFO] - [E:123| 300]: Train Loss:0.001594, Val MRR:0.40772, icews14_both
2023-06-21 07:44:11,872 - icews14_both - [INFO] - [E:123| 400]: Train Loss:0.0015954, Val MRR:0.40772, icews14_both
2023-06-21 07:45:15,318 - icews14_both - [INFO] - [E:123| 500]: Train Loss:0.0015957, Val MRR:0.40772, icews14_both
2023-06-21 07:46:18,773 - icews14_both - [INFO] - [E:123| 600]: Train Loss:0.001596, Val MRR:0.40772, icews14_both
2023-06-21 07:47:22,240 - icews14_both - [INFO] - [E:123| 700]: Train Loss:0.0015966, Val MRR:0.40772, icews14_both
2023-06-21 07:48:25,704 - icews14_both - [INFO] - [E:123| 800]: Train Loss:0.001597, Val MRR:0.40772, icews14_both
2023-06-21 07:49:29,163 - icews14_both - [INFO] - [E:123| 900]: Train Loss:0.0015975, Val MRR:0.40772, icews14_both
2023-06-21 07:50:13,787 - icews14_both - [INFO] - [Epoch:123]: Training Loss:0.001598
2023-06-21 07:50:14,007 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 07:50:27,751 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 07:50:41,263 - icews14_both - [INFO] - [Evaluating Epoch 123 valid]:
MRR: Tail : 0.43566, Head : 0.38539, Avg : 0.41053
2023-06-21 07:50:42,578 - icews14_both - [INFO] - [Epoch 123]: Training Loss: 0.0015978, Valid MRR: 0.41053,
2023-06-21 07:50:43,226 - icews14_both - [INFO] - [E:124| 0]: Train Loss:0.0015821, Val MRR:0.41053, icews14_both
2023-06-21 07:51:46,681 - icews14_both - [INFO] - [E:124| 100]: Train Loss:0.0015869, Val MRR:0.41053, icews14_both
2023-06-21 07:52:50,116 - icews14_both - [INFO] - [E:124| 200]: Train Loss:0.0015896, Val MRR:0.41053, icews14_both
2023-06-21 07:53:53,566 - icews14_both - [INFO] - [E:124| 300]: Train Loss:0.0015909, Val MRR:0.41053, icews14_both
2023-06-21 07:54:57,020 - icews14_both - [INFO] - [E:124| 400]: Train Loss:0.0015919, Val MRR:0.41053, icews14_both
2023-06-21 07:56:00,455 - icews14_both - [INFO] - [E:124| 500]: Train Loss:0.0015928, Val MRR:0.41053, icews14_both
2023-06-21 07:57:03,884 - icews14_both - [INFO] - [E:124| 600]: Train Loss:0.0015931, Val MRR:0.41053, icews14_both
2023-06-21 07:58:07,277 - icews14_both - [INFO] - [E:124| 700]: Train Loss:0.0015935, Val MRR:0.41053, icews14_both
2023-06-21 07:59:10,672 - icews14_both - [INFO] - [E:124| 800]: Train Loss:0.0015938, Val MRR:0.41053, icews14_both
2023-06-21 08:00:14,061 - icews14_both - [INFO] - [E:124| 900]: Train Loss:0.0015943, Val MRR:0.41053, icews14_both
2023-06-21 08:00:58,618 - icews14_both - [INFO] - [Epoch:124]: Training Loss:0.001595
2023-06-21 08:00:58,838 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 08:01:12,547 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 08:01:26,047 - icews14_both - [INFO] - [Evaluating Epoch 124 valid]:
MRR: Tail : 0.4356, Head : 0.38708, Avg : 0.41134
2023-06-21 08:01:27,361 - icews14_both - [INFO] - [Epoch 124]: Training Loss: 0.0015946, Valid MRR: 0.41134,
2023-06-21 08:01:28,007 - icews14_both - [INFO] - [E:125| 0]: Train Loss:0.0015731, Val MRR:0.41134, icews14_both
2023-06-21 08:02:31,358 - icews14_both - [INFO] - [E:125| 100]: Train Loss:0.0015884, Val MRR:0.41134, icews14_both
2023-06-21 08:03:34,698 - icews14_both - [INFO] - [E:125| 200]: Train Loss:0.0015887, Val MRR:0.41134, icews14_both
2023-06-21 08:04:38,041 - icews14_both - [INFO] - [E:125| 300]: Train Loss:0.0015892, Val MRR:0.41134, icews14_both
2023-06-21 08:05:41,365 - icews14_both - [INFO] - [E:125| 400]: Train Loss:0.0015897, Val MRR:0.41134, icews14_both
2023-06-21 08:06:44,709 - icews14_both - [INFO] - [E:125| 500]: Train Loss:0.0015899, Val MRR:0.41134, icews14_both
2023-06-21 08:07:48,040 - icews14_both - [INFO] - [E:125| 600]: Train Loss:0.0015897, Val MRR:0.41134, icews14_both
2023-06-21 08:08:51,445 - icews14_both - [INFO] - [E:125| 700]: Train Loss:0.0015903, Val MRR:0.41134, icews14_both
2023-06-21 08:09:54,862 - icews14_both - [INFO] - [E:125| 800]: Train Loss:0.0015906, Val MRR:0.41134, icews14_both
2023-06-21 08:10:58,151 - icews14_both - [INFO] - [E:125| 900]: Train Loss:0.0015909, Val MRR:0.41134, icews14_both
2023-06-21 08:11:42,593 - icews14_both - [INFO] - [Epoch:125]: Training Loss:0.001591
2023-06-21 08:11:42,813 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 08:11:56,511 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 08:12:09,982 - icews14_both - [INFO] - [Evaluating Epoch 125 valid]:
MRR: Tail : 0.44062, Head : 0.38822, Avg : 0.41442
2023-06-21 08:12:11,271 - icews14_both - [INFO] - [Epoch 125]: Training Loss: 0.0015911, Valid MRR: 0.41442,
2023-06-21 08:12:11,917 - icews14_both - [INFO] - [E:126| 0]: Train Loss:0.0015765, Val MRR:0.41442, icews14_both
2023-06-21 08:13:15,086 - icews14_both - [INFO] - [E:126| 100]: Train Loss:0.0015843, Val MRR:0.41442, icews14_both
2023-06-21 08:14:18,253 - icews14_both - [INFO] - [E:126| 200]: Train Loss:0.0015826, Val MRR:0.41442, icews14_both
2023-06-21 08:15:21,411 - icews14_both - [INFO] - [E:126| 300]: Train Loss:0.0015839, Val MRR:0.41442, icews14_both
2023-06-21 08:16:24,567 - icews14_both - [INFO] - [E:126| 400]: Train Loss:0.0015841, Val MRR:0.41442, icews14_both
2023-06-21 08:17:27,736 - icews14_both - [INFO] - [E:126| 500]: Train Loss:0.0015848, Val MRR:0.41442, icews14_both
2023-06-21 08:18:30,900 - icews14_both - [INFO] - [E:126| 600]: Train Loss:0.0015852, Val MRR:0.41442, icews14_both
2023-06-21 08:19:34,021 - icews14_both - [INFO] - [E:126| 700]: Train Loss:0.001586, Val MRR:0.41442, icews14_both
2023-06-21 08:20:37,137 - icews14_both - [INFO] - [E:126| 800]: Train Loss:0.0015869, Val MRR:0.41442, icews14_both
2023-06-21 08:21:40,258 - icews14_both - [INFO] - [E:126| 900]: Train Loss:0.0015873, Val MRR:0.41442, icews14_both
2023-06-21 08:22:24,666 - icews14_both - [INFO] - [Epoch:126]: Training Loss:0.001588
2023-06-21 08:22:24,885 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 08:22:38,565 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 08:22:52,041 - icews14_both - [INFO] - [Evaluating Epoch 126 valid]:
MRR: Tail : 0.43885, Head : 0.38839, Avg : 0.41362
2023-06-21 08:22:52,041 - icews14_both - [INFO] - [Epoch 126]: Training Loss: 0.0015877, Valid MRR: 0.41442,
2023-06-21 08:22:52,684 - icews14_both - [INFO] - [E:127| 0]: Train Loss:0.0015894, Val MRR:0.41442, icews14_both
2023-06-21 08:23:55,821 - icews14_both - [INFO] - [E:127| 100]: Train Loss:0.0015804, Val MRR:0.41442, icews14_both
2023-06-21 08:24:58,944 - icews14_both - [INFO] - [E:127| 200]: Train Loss:0.0015817, Val MRR:0.41442, icews14_both
2023-06-21 08:26:02,049 - icews14_both - [INFO] - [E:127| 300]: Train Loss:0.0015815, Val MRR:0.41442, icews14_both
2023-06-21 08:27:05,167 - icews14_both - [INFO] - [E:127| 400]: Train Loss:0.0015821, Val MRR:0.41442, icews14_both
2023-06-21 08:28:08,334 - icews14_both - [INFO] - [E:127| 500]: Train Loss:0.0015828, Val MRR:0.41442, icews14_both
2023-06-21 08:29:11,433 - icews14_both - [INFO] - [E:127| 600]: Train Loss:0.0015829, Val MRR:0.41442, icews14_both
2023-06-21 08:30:14,617 - icews14_both - [INFO] - [E:127| 700]: Train Loss:0.0015832, Val MRR:0.41442, icews14_both
2023-06-21 08:31:17,722 - icews14_both - [INFO] - [E:127| 800]: Train Loss:0.001584, Val MRR:0.41442, icews14_both
2023-06-21 08:32:20,907 - icews14_both - [INFO] - [E:127| 900]: Train Loss:0.0015844, Val MRR:0.41442, icews14_both
2023-06-21 08:33:05,317 - icews14_both - [INFO] - [Epoch:127]: Training Loss:0.001585
2023-06-21 08:33:05,532 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 08:33:19,214 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 08:33:32,690 - icews14_both - [INFO] - [Evaluating Epoch 127 valid]:
MRR: Tail : 0.44244, Head : 0.38742, Avg : 0.41493
2023-06-21 08:33:33,987 - icews14_both - [INFO] - [Epoch 127]: Training Loss: 0.0015846, Valid MRR: 0.41493,
2023-06-21 08:33:34,627 - icews14_both - [INFO] - [E:128| 0]: Train Loss:0.0015882, Val MRR:0.41493, icews14_both
2023-06-21 08:34:37,771 - icews14_both - [INFO] - [E:128| 100]: Train Loss:0.0015798, Val MRR:0.41493, icews14_both
2023-06-21 08:35:40,911 - icews14_both - [INFO] - [E:128| 200]: Train Loss:0.0015803, Val MRR:0.41493, icews14_both
2023-06-21 08:36:44,072 - icews14_both - [INFO] - [E:128| 300]: Train Loss:0.0015801, Val MRR:0.41493, icews14_both
2023-06-21 08:37:47,190 - icews14_both - [INFO] - [E:128| 400]: Train Loss:0.0015798, Val MRR:0.41493, icews14_both
2023-06-21 08:38:50,321 - icews14_both - [INFO] - [E:128| 500]: Train Loss:0.0015799, Val MRR:0.41493, icews14_both
2023-06-21 08:39:53,413 - icews14_both - [INFO] - [E:128| 600]: Train Loss:0.0015801, Val MRR:0.41493, icews14_both
2023-06-21 08:40:56,625 - icews14_both - [INFO] - [E:128| 700]: Train Loss:0.0015806, Val MRR:0.41493, icews14_both
2023-06-21 08:41:59,863 - icews14_both - [INFO] - [E:128| 800]: Train Loss:0.0015809, Val MRR:0.41493, icews14_both
2023-06-21 08:43:03,151 - icews14_both - [INFO] - [E:128| 900]: Train Loss:0.001581, Val MRR:0.41493, icews14_both
2023-06-21 08:43:47,614 - icews14_both - [INFO] - [Epoch:128]: Training Loss:0.001581
2023-06-21 08:43:47,829 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 08:44:01,542 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 08:44:15,041 - icews14_both - [INFO] - [Evaluating Epoch 128 valid]:
MRR: Tail : 0.44315, Head : 0.39023, Avg : 0.41669
2023-06-21 08:44:16,351 - icews14_both - [INFO] - [Epoch 128]: Training Loss: 0.0015813, Valid MRR: 0.41669,
2023-06-21 08:44:16,996 - icews14_both - [INFO] - [E:129| 0]: Train Loss:0.0015594, Val MRR:0.41669, icews14_both
2023-06-21 08:45:20,228 - icews14_both - [INFO] - [E:129| 100]: Train Loss:0.0015757, Val MRR:0.41669, icews14_both
2023-06-21 08:46:23,443 - icews14_both - [INFO] - [E:129| 200]: Train Loss:0.0015758, Val MRR:0.41669, icews14_both
2023-06-21 08:47:26,657 - icews14_both - [INFO] - [E:129| 300]: Train Loss:0.0015763, Val MRR:0.41669, icews14_both
2023-06-21 08:48:29,861 - icews14_both - [INFO] - [E:129| 400]: Train Loss:0.0015765, Val MRR:0.41669, icews14_both
2023-06-21 08:49:33,099 - icews14_both - [INFO] - [E:129| 500]: Train Loss:0.0015767, Val MRR:0.41669, icews14_both
2023-06-21 08:50:36,355 - icews14_both - [INFO] - [E:129| 600]: Train Loss:0.0015771, Val MRR:0.41669, icews14_both
2023-06-21 08:51:39,620 - icews14_both - [INFO] - [E:129| 700]: Train Loss:0.0015775, Val MRR:0.41669, icews14_both
2023-06-21 08:52:42,889 - icews14_both - [INFO] - [E:129| 800]: Train Loss:0.0015779, Val MRR:0.41669, icews14_both
2023-06-21 08:53:46,160 - icews14_both - [INFO] - [E:129| 900]: Train Loss:0.0015784, Val MRR:0.41669, icews14_both
2023-06-21 08:54:30,661 - icews14_both - [INFO] - [Epoch:129]: Training Loss:0.001579
2023-06-21 08:54:30,881 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 08:54:44,585 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 08:54:58,072 - icews14_both - [INFO] - [Evaluating Epoch 129 valid]:
MRR: Tail : 0.44055, Head : 0.38796, Avg : 0.41425
MR: Tail : 646.22, Head : 693.86, Avg : 670.04
Hit-1: Tail : 0.35079, Head : 0.29318, Avg : 0.32198
Hit-3: Tail : 0.48883, Head : 0.43696, Avg : 0.4629
Hit-10: Tail : 0.61077, Head : 0.56707, Avg : 0.58892
2023-06-21 08:54:58,072 - icews14_both - [INFO] - [Epoch 129]: Training Loss: 0.0015787, Valid MRR: 0.41669,
2023-06-21 08:54:58,713 - icews14_both - [INFO] - [E:130| 0]: Train Loss:0.0015648, Val MRR:0.41669, icews14_both
2023-06-21 08:56:01,994 - icews14_both - [INFO] - [E:130| 100]: Train Loss:0.0015732, Val MRR:0.41669, icews14_both
2023-06-21 08:57:05,289 - icews14_both - [INFO] - [E:130| 200]: Train Loss:0.0015739, Val MRR:0.41669, icews14_both
2023-06-21 08:58:08,593 - icews14_both - [INFO] - [E:130| 300]: Train Loss:0.0015733, Val MRR:0.41669, icews14_both
2023-06-21 08:59:11,881 - icews14_both - [INFO] - [E:130| 400]: Train Loss:0.0015738, Val MRR:0.41669, icews14_both
2023-06-21 09:00:15,165 - icews14_both - [INFO] - [E:130| 500]: Train Loss:0.0015743, Val MRR:0.41669, icews14_both
2023-06-21 09:01:18,409 - icews14_both - [INFO] - [E:130| 600]: Train Loss:0.0015746, Val MRR:0.41669, icews14_both
2023-06-21 09:02:21,663 - icews14_both - [INFO] - [E:130| 700]: Train Loss:0.0015749, Val MRR:0.41669, icews14_both
2023-06-21 09:03:24,883 - icews14_both - [INFO] - [E:130| 800]: Train Loss:0.0015754, Val MRR:0.41669, icews14_both
2023-06-21 09:04:28,070 - icews14_both - [INFO] - [E:130| 900]: Train Loss:0.0015757, Val MRR:0.41669, icews14_both
2023-06-21 09:05:12,488 - icews14_both - [INFO] - [Epoch:130]: Training Loss:0.001576
2023-06-21 09:05:12,702 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 09:05:26,408 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 09:05:39,878 - icews14_both - [INFO] - [Evaluating Epoch 130 valid]:
MRR: Tail : 0.44801, Head : 0.39276, Avg : 0.42038
2023-06-21 09:05:41,174 - icews14_both - [INFO] - [Epoch 130]: Training Loss: 0.0015758, Valid MRR: 0.42038,
2023-06-21 09:05:41,819 - icews14_both - [INFO] - [E:131| 0]: Train Loss:0.0015541, Val MRR:0.42038, icews14_both
2023-06-21 09:06:44,998 - icews14_both - [INFO] - [E:131| 100]: Train Loss:0.0015711, Val MRR:0.42038, icews14_both
2023-06-21 09:07:48,187 - icews14_both - [INFO] - [E:131| 200]: Train Loss:0.0015707, Val MRR:0.42038, icews14_both
2023-06-21 09:08:51,376 - icews14_both - [INFO] - [E:131| 300]: Train Loss:0.0015719, Val MRR:0.42038, icews14_both
2023-06-21 09:09:54,587 - icews14_both - [INFO] - [E:131| 400]: Train Loss:0.0015724, Val MRR:0.42038, icews14_both
2023-06-21 09:10:57,772 - icews14_both - [INFO] - [E:131| 500]: Train Loss:0.0015729, Val MRR:0.42038, icews14_both
2023-06-21 09:12:01,024 - icews14_both - [INFO] - [E:131| 600]: Train Loss:0.0015731, Val MRR:0.42038, icews14_both
2023-06-21 09:13:04,284 - icews14_both - [INFO] - [E:131| 700]: Train Loss:0.0015732, Val MRR:0.42038, icews14_both
2023-06-21 09:14:07,563 - icews14_both - [INFO] - [E:131| 800]: Train Loss:0.0015732, Val MRR:0.42038, icews14_both
2023-06-21 09:15:10,876 - icews14_both - [INFO] - [E:131| 900]: Train Loss:0.0015735, Val MRR:0.42038, icews14_both
2023-06-21 09:15:55,382 - icews14_both - [INFO] - [Epoch:131]: Training Loss:0.001574
2023-06-21 09:15:55,597 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 09:16:09,298 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 09:16:22,786 - icews14_both - [INFO] - [Evaluating Epoch 131 valid]:
MRR: Tail : 0.44354, Head : 0.39482, Avg : 0.41918
2023-06-21 09:16:22,786 - icews14_both - [INFO] - [Epoch 131]: Training Loss: 0.0015736, Valid MRR: 0.42038,
2023-06-21 09:16:23,428 - icews14_both - [INFO] - [E:132| 0]: Train Loss:0.0015472, Val MRR:0.42038, icews14_both
2023-06-21 09:17:26,700 - icews14_both - [INFO] - [E:132| 100]: Train Loss:0.0015686, Val MRR:0.42038, icews14_both
2023-06-21 09:18:29,983 - icews14_both - [INFO] - [E:132| 200]: Train Loss:0.0015697, Val MRR:0.42038, icews14_both
2023-06-21 09:19:33,486 - icews14_both - [INFO] - [E:132| 300]: Train Loss:0.0015692, Val MRR:0.42038, icews14_both
2023-06-21 09:20:38,239 - icews14_both - [INFO] - [E:132| 400]: Train Loss:0.0015694, Val MRR:0.42038, icews14_both
2023-06-21 09:21:42,914 - icews14_both - [INFO] - [E:132| 500]: Train Loss:0.0015695, Val MRR:0.42038, icews14_both
2023-06-21 09:22:47,514 - icews14_both - [INFO] - [E:132| 600]: Train Loss:0.0015695, Val MRR:0.42038, icews14_both
2023-06-21 09:23:52,257 - icews14_both - [INFO] - [E:132| 700]: Train Loss:0.00157, Val MRR:0.42038, icews14_both
2023-06-21 09:24:57,166 - icews14_both - [INFO] - [E:132| 800]: Train Loss:0.0015704, Val MRR:0.42038, icews14_both
2023-06-21 09:26:02,071 - icews14_both - [INFO] - [E:132| 900]: Train Loss:0.0015709, Val MRR:0.42038, icews14_both
2023-06-21 09:26:47,678 - icews14_both - [INFO] - [Epoch:132]: Training Loss:0.001571
2023-06-21 09:26:47,895 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 09:27:02,003 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 09:27:15,888 - icews14_both - [INFO] - [Evaluating Epoch 132 valid]:
MRR: Tail : 0.44614, Head : 0.39363, Avg : 0.41988
2023-06-21 09:27:15,889 - icews14_both - [INFO] - [Epoch 132]: Training Loss: 0.0015711, Valid MRR: 0.42038,
2023-06-21 09:27:16,553 - icews14_both - [INFO] - [E:133| 0]: Train Loss:0.00156, Val MRR:0.42038, icews14_both
2023-06-21 09:28:21,291 - icews14_both - [INFO] - [E:133| 100]: Train Loss:0.0015657, Val MRR:0.42038, icews14_both
2023-06-21 09:29:25,968 - icews14_both - [INFO] - [E:133| 200]: Train Loss:0.0015662, Val MRR:0.42038, icews14_both
2023-06-21 09:30:30,756 - icews14_both - [INFO] - [E:133| 300]: Train Loss:0.0015672, Val MRR:0.42038, icews14_both
2023-06-21 09:31:35,541 - icews14_both - [INFO] - [E:133| 400]: Train Loss:0.0015672, Val MRR:0.42038, icews14_both
2023-06-21 09:32:40,337 - icews14_both - [INFO] - [E:133| 500]: Train Loss:0.0015677, Val MRR:0.42038, icews14_both
2023-06-21 09:33:45,200 - icews14_both - [INFO] - [E:133| 600]: Train Loss:0.001568, Val MRR:0.42038, icews14_both
2023-06-21 09:34:49,969 - icews14_both - [INFO] - [E:133| 700]: Train Loss:0.0015681, Val MRR:0.42038, icews14_both
2023-06-21 09:35:54,678 - icews14_both - [INFO] - [E:133| 800]: Train Loss:0.0015685, Val MRR:0.42038, icews14_both
2023-06-21 09:36:59,356 - icews14_both - [INFO] - [E:133| 900]: Train Loss:0.0015689, Val MRR:0.42038, icews14_both
2023-06-21 09:37:44,928 - icews14_both - [INFO] - [Epoch:133]: Training Loss:0.001569
2023-06-21 09:37:45,149 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 09:37:59,312 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 09:38:13,380 - icews14_both - [INFO] - [Evaluating Epoch 133 valid]:
MRR: Tail : 0.44782, Head : 0.39725, Avg : 0.42253
2023-06-21 09:38:15,326 - icews14_both - [INFO] - [Epoch 133]: Training Loss: 0.001569, Valid MRR: 0.42253,
2023-06-21 09:38:16,002 - icews14_both - [INFO] - [E:134| 0]: Train Loss:0.0015715, Val MRR:0.42253, icews14_both
2023-06-21 09:39:20,915 - icews14_both - [INFO] - [E:134| 100]: Train Loss:0.0015649, Val MRR:0.42253, icews14_both
2023-06-21 09:40:25,795 - icews14_both - [INFO] - [E:134| 200]: Train Loss:0.0015645, Val MRR:0.42253, icews14_both
2023-06-21 09:41:30,514 - icews14_both - [INFO] - [E:134| 300]: Train Loss:0.0015644, Val MRR:0.42253, icews14_both
2023-06-21 09:42:35,557 - icews14_both - [INFO] - [E:134| 400]: Train Loss:0.0015646, Val MRR:0.42253, icews14_both
2023-06-21 09:43:40,378 - icews14_both - [INFO] - [E:134| 500]: Train Loss:0.0015645, Val MRR:0.42253, icews14_both
2023-06-21 09:44:45,100 - icews14_both - [INFO] - [E:134| 600]: Train Loss:0.0015652, Val MRR:0.42253, icews14_both
2023-06-21 09:45:49,787 - icews14_both - [INFO] - [E:134| 700]: Train Loss:0.0015658, Val MRR:0.42253, icews14_both
2023-06-21 09:46:53,094 - icews14_both - [INFO] - [E:134| 800]: Train Loss:0.0015661, Val MRR:0.42253, icews14_both
2023-06-21 09:47:56,487 - icews14_both - [INFO] - [E:134| 900]: Train Loss:0.0015662, Val MRR:0.42253, icews14_both
2023-06-21 09:48:41,043 - icews14_both - [INFO] - [Epoch:134]: Training Loss:0.001566
2023-06-21 09:48:41,258 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 09:48:54,995 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 09:49:08,521 - icews14_both - [INFO] - [Evaluating Epoch 134 valid]:
MRR: Tail : 0.44887, Head : 0.39773, Avg : 0.4233
2023-06-21 09:49:09,884 - icews14_both - [INFO] - [Epoch 134]: Training Loss: 0.0015665, Valid MRR: 0.4233,
2023-06-21 09:49:10,533 - icews14_both - [INFO] - [E:135| 0]: Train Loss:0.0015876, Val MRR:0.4233, icews14_both
2023-06-21 09:50:13,893 - icews14_both - [INFO] - [E:135| 100]: Train Loss:0.0015619, Val MRR:0.4233, icews14_both
2023-06-21 09:51:17,253 - icews14_both - [INFO] - [E:135| 200]: Train Loss:0.0015612, Val MRR:0.4233, icews14_both
2023-06-21 09:52:20,524 - icews14_both - [INFO] - [E:135| 300]: Train Loss:0.0015616, Val MRR:0.4233, icews14_both
2023-06-21 09:53:23,822 - icews14_both - [INFO] - [E:135| 400]: Train Loss:0.0015626, Val MRR:0.4233, icews14_both
2023-06-21 09:54:27,094 - icews14_both - [INFO] - [E:135| 500]: Train Loss:0.0015629, Val MRR:0.4233, icews14_both
2023-06-21 09:55:30,363 - icews14_both - [INFO] - [E:135| 600]: Train Loss:0.0015636, Val MRR:0.4233, icews14_both
2023-06-21 09:56:33,690 - icews14_both - [INFO] - [E:135| 700]: Train Loss:0.0015641, Val MRR:0.4233, icews14_both
2023-06-21 09:57:36,969 - icews14_both - [INFO] - [E:135| 800]: Train Loss:0.0015643, Val MRR:0.4233, icews14_both
2023-06-21 09:58:40,254 - icews14_both - [INFO] - [E:135| 900]: Train Loss:0.0015644, Val MRR:0.4233, icews14_both
2023-06-21 09:59:24,755 - icews14_both - [INFO] - [Epoch:135]: Training Loss:0.001565
2023-06-21 09:59:24,969 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 09:59:38,671 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 09:59:52,163 - icews14_both - [INFO] - [Evaluating Epoch 135 valid]:
MRR: Tail : 0.45165, Head : 0.39533, Avg : 0.42349
2023-06-21 09:59:53,370 - icews14_both - [INFO] - [Epoch 135]: Training Loss: 0.0015645, Valid MRR: 0.42349,
2023-06-21 09:59:54,015 - icews14_both - [INFO] - [E:136| 0]: Train Loss:0.0015692, Val MRR:0.42349, icews14_both
2023-06-21 10:00:57,289 - icews14_both - [INFO] - [E:136| 100]: Train Loss:0.0015608, Val MRR:0.42349, icews14_both
2023-06-21 10:02:00,553 - icews14_both - [INFO] - [E:136| 200]: Train Loss:0.0015611, Val MRR:0.42349, icews14_both
2023-06-21 10:03:03,823 - icews14_both - [INFO] - [E:136| 300]: Train Loss:0.0015608, Val MRR:0.42349, icews14_both
2023-06-21 10:04:07,084 - icews14_both - [INFO] - [E:136| 400]: Train Loss:0.0015613, Val MRR:0.42349, icews14_both
2023-06-21 10:05:10,364 - icews14_both - [INFO] - [E:136| 500]: Train Loss:0.0015614, Val MRR:0.42349, icews14_both
2023-06-21 10:06:13,652 - icews14_both - [INFO] - [E:136| 600]: Train Loss:0.0015614, Val MRR:0.42349, icews14_both
2023-06-21 10:07:16,951 - icews14_both - [INFO] - [E:136| 700]: Train Loss:0.0015618, Val MRR:0.42349, icews14_both
2023-06-21 10:08:20,251 - icews14_both - [INFO] - [E:136| 800]: Train Loss:0.0015619, Val MRR:0.42349, icews14_both
2023-06-21 10:09:23,542 - icews14_both - [INFO] - [E:136| 900]: Train Loss:0.0015622, Val MRR:0.42349, icews14_both
2023-06-21 10:10:08,063 - icews14_both - [INFO] - [Epoch:136]: Training Loss:0.001562
2023-06-21 10:10:08,284 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 10:10:22,015 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 10:10:35,520 - icews14_both - [INFO] - [Evaluating Epoch 136 valid]:
MRR: Tail : 0.45143, Head : 0.40072, Avg : 0.42608
2023-06-21 10:10:36,819 - icews14_both - [INFO] - [Epoch 136]: Training Loss: 0.0015624, Valid MRR: 0.42608,
2023-06-21 10:10:37,463 - icews14_both - [INFO] - [E:137| 0]: Train Loss:0.0015665, Val MRR:0.42608, icews14_both
2023-06-21 10:11:40,782 - icews14_both - [INFO] - [E:137| 100]: Train Loss:0.0015582, Val MRR:0.42608, icews14_both
2023-06-21 10:12:44,095 - icews14_both - [INFO] - [E:137| 200]: Train Loss:0.0015574, Val MRR:0.42608, icews14_both
2023-06-21 10:13:47,374 - icews14_both - [INFO] - [E:137| 300]: Train Loss:0.0015583, Val MRR:0.42608, icews14_both
2023-06-21 10:14:50,577 - icews14_both - [INFO] - [E:137| 400]: Train Loss:0.0015586, Val MRR:0.42608, icews14_both
2023-06-21 10:15:53,704 - icews14_both - [INFO] - [E:137| 500]: Train Loss:0.0015591, Val MRR:0.42608, icews14_both
2023-06-21 10:16:56,765 - icews14_both - [INFO] - [E:137| 600]: Train Loss:0.0015594, Val MRR:0.42608, icews14_both
2023-06-21 10:17:59,867 - icews14_both - [INFO] - [E:137| 700]: Train Loss:0.0015599, Val MRR:0.42608, icews14_both
2023-06-21 10:19:02,919 - icews14_both - [INFO] - [E:137| 800]: Train Loss:0.0015601, Val MRR:0.42608, icews14_both
2023-06-21 10:20:05,938 - icews14_both - [INFO] - [E:137| 900]: Train Loss:0.0015603, Val MRR:0.42608, icews14_both
2023-06-21 10:20:50,242 - icews14_both - [INFO] - [Epoch:137]: Training Loss:0.00156
2023-06-21 10:20:50,461 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 10:21:04,098 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 10:21:17,519 - icews14_both - [INFO] - [Evaluating Epoch 137 valid]:
MRR: Tail : 0.45117, Head : 0.39776, Avg : 0.42446
2023-06-21 10:21:17,519 - icews14_both - [INFO] - [Epoch 137]: Training Loss: 0.0015604, Valid MRR: 0.42608,
2023-06-21 10:21:18,161 - icews14_both - [INFO] - [E:138| 0]: Train Loss:0.001557, Val MRR:0.42608, icews14_both
2023-06-21 10:22:21,137 - icews14_both - [INFO] - [E:138| 100]: Train Loss:0.0015564, Val MRR:0.42608, icews14_both
2023-06-21 10:23:24,095 - icews14_both - [INFO] - [E:138| 200]: Train Loss:0.0015575, Val MRR:0.42608, icews14_both
2023-06-21 10:24:27,051 - icews14_both - [INFO] - [E:138| 300]: Train Loss:0.0015579, Val MRR:0.42608, icews14_both
2023-06-21 10:25:29,994 - icews14_both - [INFO] - [E:138| 400]: Train Loss:0.0015579, Val MRR:0.42608, icews14_both
2023-06-21 10:26:32,930 - icews14_both - [INFO] - [E:138| 500]: Train Loss:0.0015579, Val MRR:0.42608, icews14_both
2023-06-21 10:27:35,868 - icews14_both - [INFO] - [E:138| 600]: Train Loss:0.0015578, Val MRR:0.42608, icews14_both
2023-06-21 10:28:38,764 - icews14_both - [INFO] - [E:138| 700]: Train Loss:0.0015584, Val MRR:0.42608, icews14_both
2023-06-21 10:29:41,691 - icews14_both - [INFO] - [E:138| 800]: Train Loss:0.0015587, Val MRR:0.42608, icews14_both
2023-06-21 10:30:44,581 - icews14_both - [INFO] - [E:138| 900]: Train Loss:0.0015588, Val MRR:0.42608, icews14_both
2023-06-21 10:31:28,790 - icews14_both - [INFO] - [Epoch:138]: Training Loss:0.001559
2023-06-21 10:31:29,005 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 10:31:42,629 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 10:31:56,036 - icews14_both - [INFO] - [Evaluating Epoch 138 valid]:
MRR: Tail : 0.45025, Head : 0.39758, Avg : 0.42391
2023-06-21 10:31:56,036 - icews14_both - [INFO] - [Epoch 138]: Training Loss: 0.0015589, Valid MRR: 0.42608,
2023-06-21 10:31:56,674 - icews14_both - [INFO] - [E:139| 0]: Train Loss:0.0015684, Val MRR:0.42608, icews14_both
2023-06-21 10:32:59,544 - icews14_both - [INFO] - [E:139| 100]: Train Loss:0.0015552, Val MRR:0.42608, icews14_both
2023-06-21 10:34:02,441 - icews14_both - [INFO] - [E:139| 200]: Train Loss:0.0015548, Val MRR:0.42608, icews14_both
2023-06-21 10:35:05,275 - icews14_both - [INFO] - [E:139| 300]: Train Loss:0.0015559, Val MRR:0.42608, icews14_both
2023-06-21 10:36:08,138 - icews14_both - [INFO] - [E:139| 400]: Train Loss:0.0015564, Val MRR:0.42608, icews14_both
2023-06-21 10:37:10,986 - icews14_both - [INFO] - [E:139| 500]: Train Loss:0.0015562, Val MRR:0.42608, icews14_both
2023-06-21 10:38:13,845 - icews14_both - [INFO] - [E:139| 600]: Train Loss:0.0015563, Val MRR:0.42608, icews14_both
2023-06-21 10:39:16,689 - icews14_both - [INFO] - [E:139| 700]: Train Loss:0.0015563, Val MRR:0.42608, icews14_both
2023-06-21 10:40:19,561 - icews14_both - [INFO] - [E:139| 800]: Train Loss:0.0015564, Val MRR:0.42608, icews14_both
2023-06-21 10:41:22,442 - icews14_both - [INFO] - [E:139| 900]: Train Loss:0.0015566, Val MRR:0.42608, icews14_both
2023-06-21 10:42:06,657 - icews14_both - [INFO] - [Epoch:139]: Training Loss:0.001557
2023-06-21 10:42:06,870 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 10:42:20,491 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 10:42:33,897 - icews14_both - [INFO] - [Evaluating Epoch 139 valid]:
MRR: Tail : 0.45405, Head : 0.39799, Avg : 0.42602
MR: Tail : 609.4, Head : 672.82, Avg : 641.11
Hit-1: Tail : 0.36189, Head : 0.30611, Avg : 0.334
Hit-3: Tail : 0.5058, Head : 0.44147, Avg : 0.47364
Hit-10: Tail : 0.62663, Head : 0.57451, Avg : 0.60057
2023-06-21 10:42:33,897 - icews14_both - [INFO] - [Epoch 139]: Training Loss: 0.0015569, Valid MRR: 0.42608,
2023-06-21 10:42:34,539 - icews14_both - [INFO] - [E:140| 0]: Train Loss:0.0015462, Val MRR:0.42608, icews14_both
2023-06-21 10:43:37,393 - icews14_both - [INFO] - [E:140| 100]: Train Loss:0.0015553, Val MRR:0.42608, icews14_both
2023-06-21 10:44:40,255 - icews14_both - [INFO] - [E:140| 200]: Train Loss:0.0015545, Val MRR:0.42608, icews14_both
2023-06-21 10:45:43,178 - icews14_both - [INFO] - [E:140| 300]: Train Loss:0.0015545, Val MRR:0.42608, icews14_both
2023-06-21 10:46:46,064 - icews14_both - [INFO] - [E:140| 400]: Train Loss:0.0015544, Val MRR:0.42608, icews14_both
2023-06-21 10:47:48,978 - icews14_both - [INFO] - [E:140| 500]: Train Loss:0.0015543, Val MRR:0.42608, icews14_both
2023-06-21 10:48:51,979 - icews14_both - [INFO] - [E:140| 600]: Train Loss:0.0015545, Val MRR:0.42608, icews14_both
2023-06-21 10:49:54,944 - icews14_both - [INFO] - [E:140| 700]: Train Loss:0.0015544, Val MRR:0.42608, icews14_both
2023-06-21 10:50:57,929 - icews14_both - [INFO] - [E:140| 800]: Train Loss:0.0015547, Val MRR:0.42608, icews14_both
2023-06-21 10:52:00,899 - icews14_both - [INFO] - [E:140| 900]: Train Loss:0.001555, Val MRR:0.42608, icews14_both
2023-06-21 10:52:45,175 - icews14_both - [INFO] - [Epoch:140]: Training Loss:0.001555
2023-06-21 10:52:45,388 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 10:52:59,021 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 10:53:12,429 - icews14_both - [INFO] - [Evaluating Epoch 140 valid]:
MRR: Tail : 0.45472, Head : 0.40084, Avg : 0.42778
2023-06-21 10:53:13,751 - icews14_both - [INFO] - [Epoch 140]: Training Loss: 0.0015552, Valid MRR: 0.42778,
2023-06-21 10:53:14,392 - icews14_both - [INFO] - [E:141| 0]: Train Loss:0.0015403, Val MRR:0.42778, icews14_both
2023-06-21 10:54:17,351 - icews14_both - [INFO] - [E:141| 100]: Train Loss:0.0015516, Val MRR:0.42778, icews14_both
2023-06-21 10:55:20,333 - icews14_both - [INFO] - [E:141| 200]: Train Loss:0.0015523, Val MRR:0.42778, icews14_both
2023-06-21 10:56:23,299 - icews14_both - [INFO] - [E:141| 300]: Train Loss:0.0015523, Val MRR:0.42778, icews14_both
2023-06-21 10:57:26,265 - icews14_both - [INFO] - [E:141| 400]: Train Loss:0.0015522, Val MRR:0.42778, icews14_both
2023-06-21 10:58:29,240 - icews14_both - [INFO] - [E:141| 500]: Train Loss:0.0015523, Val MRR:0.42778, icews14_both
2023-06-21 10:59:32,223 - icews14_both - [INFO] - [E:141| 600]: Train Loss:0.0015525, Val MRR:0.42778, icews14_both
2023-06-21 11:00:35,191 - icews14_both - [INFO] - [E:141| 700]: Train Loss:0.0015526, Val MRR:0.42778, icews14_both
2023-06-21 11:01:38,155 - icews14_both - [INFO] - [E:141| 800]: Train Loss:0.0015531, Val MRR:0.42778, icews14_both
2023-06-21 11:02:41,129 - icews14_both - [INFO] - [E:141| 900]: Train Loss:0.0015535, Val MRR:0.42778, icews14_both
2023-06-21 11:03:25,421 - icews14_both - [INFO] - [Epoch:141]: Training Loss:0.001554
2023-06-21 11:03:25,639 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 11:03:39,268 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 11:03:52,680 - icews14_both - [INFO] - [Evaluating Epoch 141 valid]:
MRR: Tail : 0.45607, Head : 0.40007, Avg : 0.42807
2023-06-21 11:03:53,991 - icews14_both - [INFO] - [Epoch 141]: Training Loss: 0.0015537, Valid MRR: 0.42807,
2023-06-21 11:03:54,641 - icews14_both - [INFO] - [E:142| 0]: Train Loss:0.0015442, Val MRR:0.42807, icews14_both
2023-06-21 11:04:57,621 - icews14_both - [INFO] - [E:142| 100]: Train Loss:0.0015535, Val MRR:0.42807, icews14_both
2023-06-21 11:06:00,597 - icews14_both - [INFO] - [E:142| 200]: Train Loss:0.0015527, Val MRR:0.42807, icews14_both
2023-06-21 11:07:03,567 - icews14_both - [INFO] - [E:142| 300]: Train Loss:0.0015519, Val MRR:0.42807, icews14_both
2023-06-21 11:08:06,541 - icews14_both - [INFO] - [E:142| 400]: Train Loss:0.0015521, Val MRR:0.42807, icews14_both
2023-06-21 11:09:09,507 - icews14_both - [INFO] - [E:142| 500]: Train Loss:0.0015519, Val MRR:0.42807, icews14_both
2023-06-21 11:10:12,471 - icews14_both - [INFO] - [E:142| 600]: Train Loss:0.0015519, Val MRR:0.42807, icews14_both
2023-06-21 11:11:15,440 - icews14_both - [INFO] - [E:142| 700]: Train Loss:0.0015519, Val MRR:0.42807, icews14_both
2023-06-21 11:12:18,386 - icews14_both - [INFO] - [E:142| 800]: Train Loss:0.001552, Val MRR:0.42807, icews14_both
2023-06-21 11:13:21,346 - icews14_both - [INFO] - [E:142| 900]: Train Loss:0.0015521, Val MRR:0.42807, icews14_both
2023-06-21 11:14:05,632 - icews14_both - [INFO] - [Epoch:142]: Training Loss:0.001552
2023-06-21 11:14:05,845 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 11:14:19,462 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 11:14:32,867 - icews14_both - [INFO] - [Evaluating Epoch 142 valid]:
MRR: Tail : 0.45261, Head : 0.40123, Avg : 0.42692
2023-06-21 11:14:32,868 - icews14_both - [INFO] - [Epoch 142]: Training Loss: 0.0015522, Valid MRR: 0.42807,
2023-06-21 11:14:33,513 - icews14_both - [INFO] - [E:143| 0]: Train Loss:0.0015386, Val MRR:0.42807, icews14_both
2023-06-21 11:15:36,426 - icews14_both - [INFO] - [E:143| 100]: Train Loss:0.0015475, Val MRR:0.42807, icews14_both
2023-06-21 11:16:39,346 - icews14_both - [INFO] - [E:143| 200]: Train Loss:0.001549, Val MRR:0.42807, icews14_both
2023-06-21 11:17:42,236 - icews14_both - [INFO] - [E:143| 300]: Train Loss:0.0015485, Val MRR:0.42807, icews14_both
2023-06-21 11:18:45,126 - icews14_both - [INFO] - [E:143| 400]: Train Loss:0.0015486, Val MRR:0.42807, icews14_both
2023-06-21 11:19:48,051 - icews14_both - [INFO] - [E:143| 500]: Train Loss:0.001549, Val MRR:0.42807, icews14_both
2023-06-21 11:20:50,959 - icews14_both - [INFO] - [E:143| 600]: Train Loss:0.0015492, Val MRR:0.42807, icews14_both
2023-06-21 11:21:53,825 - icews14_both - [INFO] - [E:143| 700]: Train Loss:0.0015495, Val MRR:0.42807, icews14_both
2023-06-21 11:22:56,732 - icews14_both - [INFO] - [E:143| 800]: Train Loss:0.0015501, Val MRR:0.42807, icews14_both
2023-06-21 11:23:59,593 - icews14_both - [INFO] - [E:143| 900]: Train Loss:0.0015504, Val MRR:0.42807, icews14_both
2023-06-21 11:24:43,843 - icews14_both - [INFO] - [Epoch:143]: Training Loss:0.001551
2023-06-21 11:24:44,056 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 11:24:57,664 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 11:25:11,066 - icews14_both - [INFO] - [Evaluating Epoch 143 valid]:
MRR: Tail : 0.45023, Head : 0.39931, Avg : 0.42477
2023-06-21 11:25:11,066 - icews14_both - [INFO] - [Epoch 143]: Training Loss: 0.0015506, Valid MRR: 0.42807,
2023-06-21 11:25:11,704 - icews14_both - [INFO] - [E:144| 0]: Train Loss:0.001555, Val MRR:0.42807, icews14_both
2023-06-21 11:26:14,593 - icews14_both - [INFO] - [E:144| 100]: Train Loss:0.001547, Val MRR:0.42807, icews14_both
2023-06-21 11:27:17,507 - icews14_both - [INFO] - [E:144| 200]: Train Loss:0.0015475, Val MRR:0.42807, icews14_both
2023-06-21 11:28:20,454 - icews14_both - [INFO] - [E:144| 300]: Train Loss:0.0015475, Val MRR:0.42807, icews14_both
2023-06-21 11:29:23,351 - icews14_both - [INFO] - [E:144| 400]: Train Loss:0.0015477, Val MRR:0.42807, icews14_both
2023-06-21 11:30:26,264 - icews14_both - [INFO] - [E:144| 500]: Train Loss:0.0015481, Val MRR:0.42807, icews14_both
2023-06-21 11:31:29,202 - icews14_both - [INFO] - [E:144| 600]: Train Loss:0.0015486, Val MRR:0.42807, icews14_both
2023-06-21 11:32:32,094 - icews14_both - [INFO] - [E:144| 700]: Train Loss:0.0015489, Val MRR:0.42807, icews14_both
2023-06-21 11:33:34,978 - icews14_both - [INFO] - [E:144| 800]: Train Loss:0.0015488, Val MRR:0.42807, icews14_both
2023-06-21 11:34:37,853 - icews14_both - [INFO] - [E:144| 900]: Train Loss:0.001549, Val MRR:0.42807, icews14_both
2023-06-21 11:35:22,103 - icews14_both - [INFO] - [Epoch:144]: Training Loss:0.001549
2023-06-21 11:35:22,316 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 11:35:35,924 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 11:35:49,317 - icews14_both - [INFO] - [Evaluating Epoch 144 valid]:
MRR: Tail : 0.45671, Head : 0.40154, Avg : 0.42912
2023-06-21 11:35:50,542 - icews14_both - [INFO] - [Epoch 144]: Training Loss: 0.0015493, Valid MRR: 0.42912,
2023-06-21 11:35:51,184 - icews14_both - [INFO] - [E:145| 0]: Train Loss:0.0015342, Val MRR:0.42912, icews14_both
2023-06-21 11:36:54,045 - icews14_both - [INFO] - [E:145| 100]: Train Loss:0.0015473, Val MRR:0.42912, icews14_both
2023-06-21 11:37:56,934 - icews14_both - [INFO] - [E:145| 200]: Train Loss:0.0015467, Val MRR:0.42912, icews14_both
2023-06-21 11:38:59,859 - icews14_both - [INFO] - [E:145| 300]: Train Loss:0.0015465, Val MRR:0.42912, icews14_both
2023-06-21 11:40:02,781 - icews14_both - [INFO] - [E:145| 400]: Train Loss:0.0015467, Val MRR:0.42912, icews14_both
2023-06-21 11:41:05,695 - icews14_both - [INFO] - [E:145| 500]: Train Loss:0.0015469, Val MRR:0.42912, icews14_both
2023-06-21 11:42:08,612 - icews14_both - [INFO] - [E:145| 600]: Train Loss:0.0015467, Val MRR:0.42912, icews14_both
2023-06-21 11:43:11,538 - icews14_both - [INFO] - [E:145| 700]: Train Loss:0.001547, Val MRR:0.42912, icews14_both
2023-06-21 11:44:14,429 - icews14_both - [INFO] - [E:145| 800]: Train Loss:0.0015473, Val MRR:0.42912, icews14_both
2023-06-21 11:45:17,333 - icews14_both - [INFO] - [E:145| 900]: Train Loss:0.0015475, Val MRR:0.42912, icews14_both
2023-06-21 11:46:01,574 - icews14_both - [INFO] - [Epoch:145]: Training Loss:0.001548
2023-06-21 11:46:01,789 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 11:46:15,409 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 11:46:28,831 - icews14_both - [INFO] - [Evaluating Epoch 145 valid]:
MRR: Tail : 0.4581, Head : 0.40338, Avg : 0.43074
2023-06-21 11:46:30,146 - icews14_both - [INFO] - [Epoch 145]: Training Loss: 0.0015478, Valid MRR: 0.43074,
2023-06-21 11:46:30,789 - icews14_both - [INFO] - [E:146| 0]: Train Loss:0.0015597, Val MRR:0.43074, icews14_both
2023-06-21 11:47:33,686 - icews14_both - [INFO] - [E:146| 100]: Train Loss:0.0015445, Val MRR:0.43074, icews14_both
2023-06-21 11:48:36,610 - icews14_both - [INFO] - [E:146| 200]: Train Loss:0.0015442, Val MRR:0.43074, icews14_both
2023-06-21 11:49:39,538 - icews14_both - [INFO] - [E:146| 300]: Train Loss:0.0015449, Val MRR:0.43074, icews14_both
2023-06-21 11:50:42,469 - icews14_both - [INFO] - [E:146| 400]: Train Loss:0.0015449, Val MRR:0.43074, icews14_both
2023-06-21 11:51:45,393 - icews14_both - [INFO] - [E:146| 500]: Train Loss:0.0015452, Val MRR:0.43074, icews14_both
2023-06-21 11:52:48,287 - icews14_both - [INFO] - [E:146| 600]: Train Loss:0.0015454, Val MRR:0.43074, icews14_both
2023-06-21 11:53:51,219 - icews14_both - [INFO] - [E:146| 700]: Train Loss:0.0015457, Val MRR:0.43074, icews14_both
2023-06-21 11:54:54,134 - icews14_both - [INFO] - [E:146| 800]: Train Loss:0.0015459, Val MRR:0.43074, icews14_both
2023-06-21 11:55:57,051 - icews14_both - [INFO] - [E:146| 900]: Train Loss:0.0015462, Val MRR:0.43074, icews14_both
2023-06-21 11:56:41,285 - icews14_both - [INFO] - [Epoch:146]: Training Loss:0.001546
2023-06-21 11:56:41,499 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 11:56:55,110 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 11:57:08,521 - icews14_both - [INFO] - [Evaluating Epoch 146 valid]:
MRR: Tail : 0.45607, Head : 0.403, Avg : 0.42954
2023-06-21 11:57:08,521 - icews14_both - [INFO] - [Epoch 146]: Training Loss: 0.0015464, Valid MRR: 0.43074,
2023-06-21 11:57:09,160 - icews14_both - [INFO] - [E:147| 0]: Train Loss:0.0015407, Val MRR:0.43074, icews14_both
2023-06-21 11:58:12,029 - icews14_both - [INFO] - [E:147| 100]: Train Loss:0.0015441, Val MRR:0.43074, icews14_both
2023-06-21 11:59:14,924 - icews14_both - [INFO] - [E:147| 200]: Train Loss:0.0015446, Val MRR:0.43074, icews14_both
2023-06-21 12:00:17,837 - icews14_both - [INFO] - [E:147| 300]: Train Loss:0.0015443, Val MRR:0.43074, icews14_both
2023-06-21 12:01:20,717 - icews14_both - [INFO] - [E:147| 400]: Train Loss:0.0015441, Val MRR:0.43074, icews14_both
2023-06-21 12:02:23,607 - icews14_both - [INFO] - [E:147| 500]: Train Loss:0.0015442, Val MRR:0.43074, icews14_both
2023-06-21 12:03:26,515 - icews14_both - [INFO] - [E:147| 600]: Train Loss:0.0015446, Val MRR:0.43074, icews14_both
2023-06-21 12:04:29,419 - icews14_both - [INFO] - [E:147| 700]: Train Loss:0.0015448, Val MRR:0.43074, icews14_both
2023-06-21 12:05:32,318 - icews14_both - [INFO] - [E:147| 800]: Train Loss:0.001545, Val MRR:0.43074, icews14_both
2023-06-21 12:06:35,223 - icews14_both - [INFO] - [E:147| 900]: Train Loss:0.0015452, Val MRR:0.43074, icews14_both
2023-06-21 12:07:19,455 - icews14_both - [INFO] - [Epoch:147]: Training Loss:0.001545
2023-06-21 12:07:19,668 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 12:07:33,277 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 12:07:46,682 - icews14_both - [INFO] - [Evaluating Epoch 147 valid]:
MRR: Tail : 0.45936, Head : 0.40332, Avg : 0.43134
2023-06-21 12:07:47,912 - icews14_both - [INFO] - [Epoch 147]: Training Loss: 0.0015455, Valid MRR: 0.43134,
2023-06-21 12:07:48,552 - icews14_both - [INFO] - [E:148| 0]: Train Loss:0.0015341, Val MRR:0.43134, icews14_both
2023-06-21 12:08:51,467 - icews14_both - [INFO] - [E:148| 100]: Train Loss:0.0015429, Val MRR:0.43134, icews14_both
2023-06-21 12:09:54,392 - icews14_both - [INFO] - [E:148| 200]: Train Loss:0.0015442, Val MRR:0.43134, icews14_both
2023-06-21 12:10:57,297 - icews14_both - [INFO] - [E:148| 300]: Train Loss:0.0015435, Val MRR:0.43134, icews14_both
2023-06-21 12:12:00,197 - icews14_both - [INFO] - [E:148| 400]: Train Loss:0.0015437, Val MRR:0.43134, icews14_both
2023-06-21 12:13:03,093 - icews14_both - [INFO] - [E:148| 500]: Train Loss:0.0015435, Val MRR:0.43134, icews14_both
2023-06-21 12:14:05,994 - icews14_both - [INFO] - [E:148| 600]: Train Loss:0.0015437, Val MRR:0.43134, icews14_both
2023-06-21 12:15:08,902 - icews14_both - [INFO] - [E:148| 700]: Train Loss:0.0015438, Val MRR:0.43134, icews14_both
2023-06-21 12:16:11,808 - icews14_both - [INFO] - [E:148| 800]: Train Loss:0.0015437, Val MRR:0.43134, icews14_both
2023-06-21 12:17:14,667 - icews14_both - [INFO] - [E:148| 900]: Train Loss:0.0015438, Val MRR:0.43134, icews14_both
2023-06-21 12:17:58,882 - icews14_both - [INFO] - [Epoch:148]: Training Loss:0.001544
2023-06-21 12:17:59,095 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 12:18:12,708 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 12:18:26,107 - icews14_both - [INFO] - [Evaluating Epoch 148 valid]:
MRR: Tail : 0.45921, Head : 0.40597, Avg : 0.43259
2023-06-21 12:18:27,421 - icews14_both - [INFO] - [Epoch 148]: Training Loss: 0.001544, Valid MRR: 0.43259,
2023-06-21 12:18:28,064 - icews14_both - [INFO] - [E:149| 0]: Train Loss:0.0015493, Val MRR:0.43259, icews14_both
2023-06-21 12:19:30,894 - icews14_both - [INFO] - [E:149| 100]: Train Loss:0.0015417, Val MRR:0.43259, icews14_both
2023-06-21 12:20:33,744 - icews14_both - [INFO] - [E:149| 200]: Train Loss:0.0015412, Val MRR:0.43259, icews14_both
2023-06-21 12:21:36,591 - icews14_both - [INFO] - [E:149| 300]: Train Loss:0.0015413, Val MRR:0.43259, icews14_both
2023-06-21 12:22:39,426 - icews14_both - [INFO] - [E:149| 400]: Train Loss:0.0015417, Val MRR:0.43259, icews14_both
2023-06-21 12:23:42,268 - icews14_both - [INFO] - [E:149| 500]: Train Loss:0.0015418, Val MRR:0.43259, icews14_both
2023-06-21 12:24:45,110 - icews14_both - [INFO] - [E:149| 600]: Train Loss:0.0015422, Val MRR:0.43259, icews14_both
2023-06-21 12:25:47,965 - icews14_both - [INFO] - [E:149| 700]: Train Loss:0.0015424, Val MRR:0.43259, icews14_both
2023-06-21 12:26:50,807 - icews14_both - [INFO] - [E:149| 800]: Train Loss:0.0015426, Val MRR:0.43259, icews14_both
2023-06-21 12:27:53,659 - icews14_both - [INFO] - [E:149| 900]: Train Loss:0.0015429, Val MRR:0.43259, icews14_both
2023-06-21 12:28:37,830 - icews14_both - [INFO] - [Epoch:149]: Training Loss:0.001543
2023-06-21 12:28:38,042 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 12:28:51,652 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 12:29:05,055 - icews14_both - [INFO] - [Evaluating Epoch 149 valid]:
MRR: Tail : 0.45792, Head : 0.40585, Avg : 0.43188
MR: Tail : 596.78, Head : 672.23, Avg : 634.5
Hit-1: Tail : 0.36849, Head : 0.31783, Avg : 0.34316
Hit-3: Tail : 0.50653, Head : 0.44465, Avg : 0.47559
Hit-10: Tail : 0.62651, Head : 0.57879, Avg : 0.60265
2023-06-21 12:29:05,055 - icews14_both - [INFO] - [Epoch 149]: Training Loss: 0.001543, Valid MRR: 0.43259,
2023-06-21 12:29:05,691 - icews14_both - [INFO] - [E:150| 0]: Train Loss:0.0015292, Val MRR:0.43259, icews14_both
2023-06-21 12:30:08,505 - icews14_both - [INFO] - [E:150| 100]: Train Loss:0.0015399, Val MRR:0.43259, icews14_both
2023-06-21 12:31:11,344 - icews14_both - [INFO] - [E:150| 200]: Train Loss:0.0015399, Val MRR:0.43259, icews14_both
2023-06-21 12:32:14,162 - icews14_both - [INFO] - [E:150| 300]: Train Loss:0.0015403, Val MRR:0.43259, icews14_both
2023-06-21 12:33:16,980 - icews14_both - [INFO] - [E:150| 400]: Train Loss:0.0015408, Val MRR:0.43259, icews14_both
2023-06-21 12:34:19,801 - icews14_both - [INFO] - [E:150| 500]: Train Loss:0.0015409, Val MRR:0.43259, icews14_both
2023-06-21 12:35:22,602 - icews14_both - [INFO] - [E:150| 600]: Train Loss:0.0015413, Val MRR:0.43259, icews14_both
2023-06-21 12:36:25,423 - icews14_both - [INFO] - [E:150| 700]: Train Loss:0.0015414, Val MRR:0.43259, icews14_both
2023-06-21 12:37:28,256 - icews14_both - [INFO] - [E:150| 800]: Train Loss:0.0015416, Val MRR:0.43259, icews14_both
2023-06-21 12:38:31,076 - icews14_both - [INFO] - [E:150| 900]: Train Loss:0.0015418, Val MRR:0.43259, icews14_both
2023-06-21 12:39:15,234 - icews14_both - [INFO] - [Epoch:150]: Training Loss:0.001542
2023-06-21 12:39:15,447 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 12:39:29,049 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 12:39:42,448 - icews14_both - [INFO] - [Evaluating Epoch 150 valid]:
MRR: Tail : 0.46279, Head : 0.40493, Avg : 0.43386
2023-06-21 12:39:43,754 - icews14_both - [INFO] - [Epoch 150]: Training Loss: 0.0015418, Valid MRR: 0.43386,
2023-06-21 12:39:44,403 - icews14_both - [INFO] - [E:151| 0]: Train Loss:0.0015353, Val MRR:0.43386, icews14_both
2023-06-21 12:40:47,226 - icews14_both - [INFO] - [E:151| 100]: Train Loss:0.0015398, Val MRR:0.43386, icews14_both
2023-06-21 12:41:50,074 - icews14_both - [INFO] - [E:151| 200]: Train Loss:0.0015398, Val MRR:0.43386, icews14_both
2023-06-21 12:42:52,938 - icews14_both - [INFO] - [E:151| 300]: Train Loss:0.00154, Val MRR:0.43386, icews14_both
2023-06-21 12:43:55,770 - icews14_both - [INFO] - [E:151| 400]: Train Loss:0.0015399, Val MRR:0.43386, icews14_both
2023-06-21 12:44:58,610 - icews14_both - [INFO] - [E:151| 500]: Train Loss:0.00154, Val MRR:0.43386, icews14_both
2023-06-21 12:46:01,483 - icews14_both - [INFO] - [E:151| 600]: Train Loss:0.0015402, Val MRR:0.43386, icews14_both
2023-06-21 12:47:04,358 - icews14_both - [INFO] - [E:151| 700]: Train Loss:0.0015404, Val MRR:0.43386, icews14_both
2023-06-21 12:48:07,193 - icews14_both - [INFO] - [E:151| 800]: Train Loss:0.0015405, Val MRR:0.43386, icews14_both
2023-06-21 12:49:10,051 - icews14_both - [INFO] - [E:151| 900]: Train Loss:0.0015405, Val MRR:0.43386, icews14_both
2023-06-21 12:49:54,240 - icews14_both - [INFO] - [Epoch:151]: Training Loss:0.001541
2023-06-21 12:49:54,454 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 12:50:08,059 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 12:50:21,470 - icews14_both - [INFO] - [Evaluating Epoch 151 valid]:
MRR: Tail : 0.46247, Head : 0.40569, Avg : 0.43408
2023-06-21 12:50:22,881 - icews14_both - [INFO] - [Epoch 151]: Training Loss: 0.0015409, Valid MRR: 0.43408,
2023-06-21 12:50:23,520 - icews14_both - [INFO] - [E:152| 0]: Train Loss:0.0015394, Val MRR:0.43408, icews14_both
2023-06-21 12:51:26,419 - icews14_both - [INFO] - [E:152| 100]: Train Loss:0.0015415, Val MRR:0.43408, icews14_both
2023-06-21 12:52:29,284 - icews14_both - [INFO] - [E:152| 200]: Train Loss:0.001539, Val MRR:0.43408, icews14_both
2023-06-21 12:53:32,127 - icews14_both - [INFO] - [E:152| 300]: Train Loss:0.0015393, Val MRR:0.43408, icews14_both
2023-06-21 12:54:34,967 - icews14_both - [INFO] - [E:152| 400]: Train Loss:0.0015389, Val MRR:0.43408, icews14_both
2023-06-21 12:55:37,790 - icews14_both - [INFO] - [E:152| 500]: Train Loss:0.001539, Val MRR:0.43408, icews14_both
2023-06-21 12:56:40,574 - icews14_both - [INFO] - [E:152| 600]: Train Loss:0.0015391, Val MRR:0.43408, icews14_both
2023-06-21 12:57:43,318 - icews14_both - [INFO] - [E:152| 700]: Train Loss:0.0015391, Val MRR:0.43408, icews14_both
2023-06-21 12:58:46,095 - icews14_both - [INFO] - [E:152| 800]: Train Loss:0.0015394, Val MRR:0.43408, icews14_both
2023-06-21 12:59:48,867 - icews14_both - [INFO] - [E:152| 900]: Train Loss:0.0015395, Val MRR:0.43408, icews14_both
2023-06-21 13:00:33,021 - icews14_both - [INFO] - [Epoch:152]: Training Loss:0.00154
2023-06-21 13:00:33,239 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 13:00:46,851 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 13:01:00,240 - icews14_both - [INFO] - [Evaluating Epoch 152 valid]:
MRR: Tail : 0.46049, Head : 0.40869, Avg : 0.43459
2023-06-21 13:01:01,541 - icews14_both - [INFO] - [Epoch 152]: Training Loss: 0.0015396, Valid MRR: 0.43459,
2023-06-21 13:01:02,185 - icews14_both - [INFO] - [E:153| 0]: Train Loss:0.0015393, Val MRR:0.43459, icews14_both
2023-06-21 13:02:04,983 - icews14_both - [INFO] - [E:153| 100]: Train Loss:0.0015357, Val MRR:0.43459, icews14_both
2023-06-21 13:03:07,762 - icews14_both - [INFO] - [E:153| 200]: Train Loss:0.0015363, Val MRR:0.43459, icews14_both
2023-06-21 13:04:10,501 - icews14_both - [INFO] - [E:153| 300]: Train Loss:0.0015368, Val MRR:0.43459, icews14_both
2023-06-21 13:05:13,237 - icews14_both - [INFO] - [E:153| 400]: Train Loss:0.0015371, Val MRR:0.43459, icews14_both
2023-06-21 13:06:15,993 - icews14_both - [INFO] - [E:153| 500]: Train Loss:0.0015378, Val MRR:0.43459, icews14_both
2023-06-21 13:07:18,764 - icews14_both - [INFO] - [E:153| 600]: Train Loss:0.0015379, Val MRR:0.43459, icews14_both
2023-06-21 13:08:21,540 - icews14_both - [INFO] - [E:153| 700]: Train Loss:0.0015384, Val MRR:0.43459, icews14_both
2023-06-21 13:09:24,351 - icews14_both - [INFO] - [E:153| 800]: Train Loss:0.0015385, Val MRR:0.43459, icews14_both
2023-06-21 13:10:27,129 - icews14_both - [INFO] - [E:153| 900]: Train Loss:0.0015387, Val MRR:0.43459, icews14_both
2023-06-21 13:11:11,235 - icews14_both - [INFO] - [Epoch:153]: Training Loss:0.001539
2023-06-21 13:11:11,453 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 13:11:25,050 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 13:11:38,448 - icews14_both - [INFO] - [Evaluating Epoch 153 valid]:
MRR: Tail : 0.46106, Head : 0.40752, Avg : 0.43429
2023-06-21 13:11:38,448 - icews14_both - [INFO] - [Epoch 153]: Training Loss: 0.0015387, Valid MRR: 0.43459,
2023-06-21 13:11:39,085 - icews14_both - [INFO] - [E:154| 0]: Train Loss:0.0015444, Val MRR:0.43459, icews14_both
2023-06-21 13:12:41,868 - icews14_both - [INFO] - [E:154| 100]: Train Loss:0.0015371, Val MRR:0.43459, icews14_both
2023-06-21 13:13:44,610 - icews14_both - [INFO] - [E:154| 200]: Train Loss:0.0015372, Val MRR:0.43459, icews14_both
2023-06-21 13:14:47,365 - icews14_both - [INFO] - [E:154| 300]: Train Loss:0.0015366, Val MRR:0.43459, icews14_both
2023-06-21 13:15:50,108 - icews14_both - [INFO] - [E:154| 400]: Train Loss:0.0015368, Val MRR:0.43459, icews14_both
2023-06-21 13:16:52,865 - icews14_both - [INFO] - [E:154| 500]: Train Loss:0.001537, Val MRR:0.43459, icews14_both
2023-06-21 13:17:55,641 - icews14_both - [INFO] - [E:154| 600]: Train Loss:0.0015372, Val MRR:0.43459, icews14_both
2023-06-21 13:18:58,389 - icews14_both - [INFO] - [E:154| 700]: Train Loss:0.0015375, Val MRR:0.43459, icews14_both
2023-06-21 13:20:01,161 - icews14_both - [INFO] - [E:154| 800]: Train Loss:0.0015376, Val MRR:0.43459, icews14_both
2023-06-21 13:21:03,913 - icews14_both - [INFO] - [E:154| 900]: Train Loss:0.0015379, Val MRR:0.43459, icews14_both
2023-06-21 13:21:48,052 - icews14_both - [INFO] - [Epoch:154]: Training Loss:0.001538
2023-06-21 13:21:48,265 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 13:22:01,859 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 13:22:15,250 - icews14_both - [INFO] - [Evaluating Epoch 154 valid]:
MRR: Tail : 0.4642, Head : 0.40849, Avg : 0.43635
2023-06-21 13:22:16,547 - icews14_both - [INFO] - [Epoch 154]: Training Loss: 0.0015379, Valid MRR: 0.43635,
2023-06-21 13:22:17,184 - icews14_both - [INFO] - [E:155| 0]: Train Loss:0.0015241, Val MRR:0.43635, icews14_both
2023-06-21 13:23:19,929 - icews14_both - [INFO] - [E:155| 100]: Train Loss:0.0015372, Val MRR:0.43635, icews14_both
2023-06-21 13:24:22,691 - icews14_both - [INFO] - [E:155| 200]: Train Loss:0.0015364, Val MRR:0.43635, icews14_both
2023-06-21 13:25:25,433 - icews14_both - [INFO] - [E:155| 300]: Train Loss:0.0015359, Val MRR:0.43635, icews14_both
2023-06-21 13:26:28,201 - icews14_both - [INFO] - [E:155| 400]: Train Loss:0.0015362, Val MRR:0.43635, icews14_both
2023-06-21 13:27:30,965 - icews14_both - [INFO] - [E:155| 500]: Train Loss:0.0015367, Val MRR:0.43635, icews14_both
2023-06-21 13:28:33,710 - icews14_both - [INFO] - [E:155| 600]: Train Loss:0.0015368, Val MRR:0.43635, icews14_both
2023-06-21 13:29:36,478 - icews14_both - [INFO] - [E:155| 700]: Train Loss:0.0015365, Val MRR:0.43635, icews14_both
2023-06-21 13:30:39,261 - icews14_both - [INFO] - [E:155| 800]: Train Loss:0.0015365, Val MRR:0.43635, icews14_both
2023-06-21 13:31:42,021 - icews14_both - [INFO] - [E:155| 900]: Train Loss:0.0015366, Val MRR:0.43635, icews14_both
2023-06-21 13:32:26,154 - icews14_both - [INFO] - [Epoch:155]: Training Loss:0.001537
2023-06-21 13:32:26,373 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 13:32:39,979 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 13:32:53,371 - icews14_both - [INFO] - [Evaluating Epoch 155 valid]:
MRR: Tail : 0.46331, Head : 0.40573, Avg : 0.43452
2023-06-21 13:32:53,371 - icews14_both - [INFO] - [Epoch 155]: Training Loss: 0.0015368, Valid MRR: 0.43635,
2023-06-21 13:32:54,010 - icews14_both - [INFO] - [E:156| 0]: Train Loss:0.0015495, Val MRR:0.43635, icews14_both
2023-06-21 13:33:56,772 - icews14_both - [INFO] - [E:156| 100]: Train Loss:0.0015367, Val MRR:0.43635, icews14_both
2023-06-21 13:34:59,541 - icews14_both - [INFO] - [E:156| 200]: Train Loss:0.0015363, Val MRR:0.43635, icews14_both
2023-06-21 13:36:02,317 - icews14_both - [INFO] - [E:156| 300]: Train Loss:0.0015359, Val MRR:0.43635, icews14_both
2023-06-21 13:37:05,102 - icews14_both - [INFO] - [E:156| 400]: Train Loss:0.0015358, Val MRR:0.43635, icews14_both
2023-06-21 13:38:07,877 - icews14_both - [INFO] - [E:156| 500]: Train Loss:0.0015359, Val MRR:0.43635, icews14_both
2023-06-21 13:39:10,665 - icews14_both - [INFO] - [E:156| 600]: Train Loss:0.0015358, Val MRR:0.43635, icews14_both
2023-06-21 13:40:13,447 - icews14_both - [INFO] - [E:156| 700]: Train Loss:0.0015359, Val MRR:0.43635, icews14_both
2023-06-21 13:41:16,229 - icews14_both - [INFO] - [E:156| 800]: Train Loss:0.0015357, Val MRR:0.43635, icews14_both
2023-06-21 13:42:18,977 - icews14_both - [INFO] - [E:156| 900]: Train Loss:0.0015357, Val MRR:0.43635, icews14_both
2023-06-21 13:43:03,117 - icews14_both - [INFO] - [Epoch:156]: Training Loss:0.001536
2023-06-21 13:43:03,330 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 13:43:16,927 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 13:43:30,321 - icews14_both - [INFO] - [Evaluating Epoch 156 valid]:
MRR: Tail : 0.46239, Head : 0.40619, Avg : 0.43429
2023-06-21 13:43:30,322 - icews14_both - [INFO] - [Epoch 156]: Training Loss: 0.0015358, Valid MRR: 0.43635,
2023-06-21 13:43:30,959 - icews14_both - [INFO] - [E:157| 0]: Train Loss:0.0015375, Val MRR:0.43635, icews14_both
2023-06-21 13:44:33,735 - icews14_both - [INFO] - [E:157| 100]: Train Loss:0.0015347, Val MRR:0.43635, icews14_both
2023-06-21 13:45:36,504 - icews14_both - [INFO] - [E:157| 200]: Train Loss:0.0015343, Val MRR:0.43635, icews14_both
2023-06-21 13:46:39,262 - icews14_both - [INFO] - [E:157| 300]: Train Loss:0.001534, Val MRR:0.43635, icews14_both
2023-06-21 13:47:42,090 - icews14_both - [INFO] - [E:157| 400]: Train Loss:0.0015347, Val MRR:0.43635, icews14_both
2023-06-21 13:48:44,865 - icews14_both - [INFO] - [E:157| 500]: Train Loss:0.0015346, Val MRR:0.43635, icews14_both
2023-06-21 13:49:47,642 - icews14_both - [INFO] - [E:157| 600]: Train Loss:0.0015351, Val MRR:0.43635, icews14_both
2023-06-21 13:50:50,469 - icews14_both - [INFO] - [E:157| 700]: Train Loss:0.0015352, Val MRR:0.43635, icews14_both
2023-06-21 13:51:53,335 - icews14_both - [INFO] - [E:157| 800]: Train Loss:0.0015353, Val MRR:0.43635, icews14_both
2023-06-21 13:52:56,193 - icews14_both - [INFO] - [E:157| 900]: Train Loss:0.0015351, Val MRR:0.43635, icews14_both
2023-06-21 13:53:40,386 - icews14_both - [INFO] - [Epoch:157]: Training Loss:0.001535
2023-06-21 13:53:40,599 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 13:53:54,207 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 13:54:07,620 - icews14_both - [INFO] - [Evaluating Epoch 157 valid]:
MRR: Tail : 0.46339, Head : 0.4115, Avg : 0.43744
2023-06-21 13:54:08,936 - icews14_both - [INFO] - [Epoch 157]: Training Loss: 0.0015352, Valid MRR: 0.43744,
2023-06-21 13:54:09,578 - icews14_both - [INFO] - [E:158| 0]: Train Loss:0.0015364, Val MRR:0.43744, icews14_both
2023-06-21 13:55:12,397 - icews14_both - [INFO] - [E:158| 100]: Train Loss:0.0015324, Val MRR:0.43744, icews14_both
2023-06-21 13:56:15,230 - icews14_both - [INFO] - [E:158| 200]: Train Loss:0.0015339, Val MRR:0.43744, icews14_both
2023-06-21 13:57:18,078 - icews14_both - [INFO] - [E:158| 300]: Train Loss:0.001534, Val MRR:0.43744, icews14_both
2023-06-21 13:58:20,924 - icews14_both - [INFO] - [E:158| 400]: Train Loss:0.0015339, Val MRR:0.43744, icews14_both
2023-06-21 13:59:23,796 - icews14_both - [INFO] - [E:158| 500]: Train Loss:0.0015338, Val MRR:0.43744, icews14_both
2023-06-21 14:00:26,631 - icews14_both - [INFO] - [E:158| 600]: Train Loss:0.0015338, Val MRR:0.43744, icews14_both
2023-06-21 14:01:29,477 - icews14_both - [INFO] - [E:158| 700]: Train Loss:0.0015338, Val MRR:0.43744, icews14_both
2023-06-21 14:02:32,295 - icews14_both - [INFO] - [E:158| 800]: Train Loss:0.001534, Val MRR:0.43744, icews14_both
2023-06-21 14:03:35,117 - icews14_both - [INFO] - [E:158| 900]: Train Loss:0.0015341, Val MRR:0.43744, icews14_both
2023-06-21 14:04:19,307 - icews14_both - [INFO] - [Epoch:158]: Training Loss:0.001534
2023-06-21 14:04:19,527 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 14:04:33,146 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 14:04:46,550 - icews14_both - [INFO] - [Evaluating Epoch 158 valid]:
MRR: Tail : 0.46002, Head : 0.4067, Avg : 0.43336
2023-06-21 14:04:46,550 - icews14_both - [INFO] - [Epoch 158]: Training Loss: 0.0015341, Valid MRR: 0.43744,
2023-06-21 14:04:47,189 - icews14_both - [INFO] - [E:159| 0]: Train Loss:0.0015316, Val MRR:0.43744, icews14_both
2023-06-21 14:05:50,045 - icews14_both - [INFO] - [E:159| 100]: Train Loss:0.0015321, Val MRR:0.43744, icews14_both
2023-06-21 14:06:52,921 - icews14_both - [INFO] - [E:159| 200]: Train Loss:0.0015317, Val MRR:0.43744, icews14_both
2023-06-21 14:07:55,768 - icews14_both - [INFO] - [E:159| 300]: Train Loss:0.0015319, Val MRR:0.43744, icews14_both
2023-06-21 14:08:58,613 - icews14_both - [INFO] - [E:159| 400]: Train Loss:0.0015326, Val MRR:0.43744, icews14_both
2023-06-21 14:10:01,472 - icews14_both - [INFO] - [E:159| 500]: Train Loss:0.0015326, Val MRR:0.43744, icews14_both
2023-06-21 14:11:04,339 - icews14_both - [INFO] - [E:159| 600]: Train Loss:0.0015326, Val MRR:0.43744, icews14_both
2023-06-21 14:12:07,214 - icews14_both - [INFO] - [E:159| 700]: Train Loss:0.0015332, Val MRR:0.43744, icews14_both
2023-06-21 14:13:10,079 - icews14_both - [INFO] - [E:159| 800]: Train Loss:0.0015331, Val MRR:0.43744, icews14_both
2023-06-21 14:14:12,963 - icews14_both - [INFO] - [E:159| 900]: Train Loss:0.0015333, Val MRR:0.43744, icews14_both
2023-06-21 14:14:57,146 - icews14_both - [INFO] - [Epoch:159]: Training Loss:0.001534
2023-06-21 14:14:57,360 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 14:15:10,970 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 14:15:24,379 - icews14_both - [INFO] - [Evaluating Epoch 159 valid]:
MRR: Tail : 0.46711, Head : 0.40807, Avg : 0.43759
MR: Tail : 633.1, Head : 707.75, Avg : 670.43
Hit-1: Tail : 0.38106, Head : 0.31954, Avg : 0.3503
Hit-3: Tail : 0.51483, Head : 0.45014, Avg : 0.48249
Hit-10: Tail : 0.63212, Head : 0.57842, Avg : 0.60527
2023-06-21 14:15:25,690 - icews14_both - [INFO] - [Epoch 159]: Training Loss: 0.0015335, Valid MRR: 0.43759,
2023-06-21 14:15:26,330 - icews14_both - [INFO] - [E:160| 0]: Train Loss:0.0015236, Val MRR:0.43759, icews14_both
2023-06-21 14:16:29,229 - icews14_both - [INFO] - [E:160| 100]: Train Loss:0.0015291, Val MRR:0.43759, icews14_both
2023-06-21 14:17:32,115 - icews14_both - [INFO] - [E:160| 200]: Train Loss:0.0015307, Val MRR:0.43759, icews14_both
2023-06-21 14:18:34,999 - icews14_both - [INFO] - [E:160| 300]: Train Loss:0.0015314, Val MRR:0.43759, icews14_both
2023-06-21 14:19:37,905 - icews14_both - [INFO] - [E:160| 400]: Train Loss:0.0015316, Val MRR:0.43759, icews14_both
2023-06-21 14:20:40,752 - icews14_both - [INFO] - [E:160| 500]: Train Loss:0.001532, Val MRR:0.43759, icews14_both
2023-06-21 14:21:43,548 - icews14_both - [INFO] - [E:160| 600]: Train Loss:0.0015321, Val MRR:0.43759, icews14_both
2023-06-21 14:22:46,293 - icews14_both - [INFO] - [E:160| 700]: Train Loss:0.0015325, Val MRR:0.43759, icews14_both
2023-06-21 14:23:49,066 - icews14_both - [INFO] - [E:160| 800]: Train Loss:0.0015325, Val MRR:0.43759, icews14_both
2023-06-21 14:24:51,849 - icews14_both - [INFO] - [E:160| 900]: Train Loss:0.0015326, Val MRR:0.43759, icews14_both
2023-06-21 14:25:35,982 - icews14_both - [INFO] - [Epoch:160]: Training Loss:0.001533
2023-06-21 14:25:36,195 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 14:25:49,801 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 14:26:03,193 - icews14_both - [INFO] - [Evaluating Epoch 160 valid]:
MRR: Tail : 0.46436, Head : 0.40997, Avg : 0.43717
2023-06-21 14:26:03,193 - icews14_both - [INFO] - [Epoch 160]: Training Loss: 0.0015327, Valid MRR: 0.43759,
2023-06-21 14:26:03,830 - icews14_both - [INFO] - [E:161| 0]: Train Loss:0.0015379, Val MRR:0.43759, icews14_both
2023-06-21 14:27:06,602 - icews14_both - [INFO] - [E:161| 100]: Train Loss:0.0015306, Val MRR:0.43759, icews14_both
2023-06-21 14:28:09,386 - icews14_both - [INFO] - [E:161| 200]: Train Loss:0.0015306, Val MRR:0.43759, icews14_both
2023-06-21 14:29:12,166 - icews14_both - [INFO] - [E:161| 300]: Train Loss:0.0015312, Val MRR:0.43759, icews14_both
2023-06-21 14:30:14,919 - icews14_both - [INFO] - [E:161| 400]: Train Loss:0.0015315, Val MRR:0.43759, icews14_both
2023-06-21 14:31:17,714 - icews14_both - [INFO] - [E:161| 500]: Train Loss:0.0015316, Val MRR:0.43759, icews14_both
2023-06-21 14:32:20,575 - icews14_both - [INFO] - [E:161| 600]: Train Loss:0.0015318, Val MRR:0.43759, icews14_both
2023-06-21 14:33:23,443 - icews14_both - [INFO] - [E:161| 700]: Train Loss:0.0015316, Val MRR:0.43759, icews14_both
2023-06-21 14:34:26,344 - icews14_both - [INFO] - [E:161| 800]: Train Loss:0.0015317, Val MRR:0.43759, icews14_both
2023-06-21 14:35:29,222 - icews14_both - [INFO] - [E:161| 900]: Train Loss:0.0015318, Val MRR:0.43759, icews14_both
2023-06-21 14:36:13,454 - icews14_both - [INFO] - [Epoch:161]: Training Loss:0.001532
2023-06-21 14:36:13,667 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 14:36:27,282 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 14:36:40,692 - icews14_both - [INFO] - [Evaluating Epoch 161 valid]:
MRR: Tail : 0.46222, Head : 0.41002, Avg : 0.43612
2023-06-21 14:36:40,692 - icews14_both - [INFO] - [Epoch 161]: Training Loss: 0.0015317, Valid MRR: 0.43759,
2023-06-21 14:36:41,330 - icews14_both - [INFO] - [E:162| 0]: Train Loss:0.0015439, Val MRR:0.43759, icews14_both
2023-06-21 14:37:44,217 - icews14_both - [INFO] - [E:162| 100]: Train Loss:0.0015302, Val MRR:0.43759, icews14_both
2023-06-21 14:38:47,109 - icews14_both - [INFO] - [E:162| 200]: Train Loss:0.0015308, Val MRR:0.43759, icews14_both
2023-06-21 14:39:50,009 - icews14_both - [INFO] - [E:162| 300]: Train Loss:0.0015306, Val MRR:0.43759, icews14_both
2023-06-21 14:40:52,882 - icews14_both - [INFO] - [E:162| 400]: Train Loss:0.0015306, Val MRR:0.43759, icews14_both
2023-06-21 14:41:55,664 - icews14_both - [INFO] - [E:162| 500]: Train Loss:0.0015307, Val MRR:0.43759, icews14_both
2023-06-21 14:42:58,462 - icews14_both - [INFO] - [E:162| 600]: Train Loss:0.001531, Val MRR:0.43759, icews14_both
2023-06-21 14:44:01,244 - icews14_both - [INFO] - [E:162| 700]: Train Loss:0.001531, Val MRR:0.43759, icews14_both
2023-06-21 14:45:04,017 - icews14_both - [INFO] - [E:162| 800]: Train Loss:0.001531, Val MRR:0.43759, icews14_both
2023-06-21 14:46:06,830 - icews14_both - [INFO] - [E:162| 900]: Train Loss:0.0015311, Val MRR:0.43759, icews14_both
2023-06-21 14:46:50,971 - icews14_both - [INFO] - [Epoch:162]: Training Loss:0.001531
2023-06-21 14:46:51,184 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 14:47:04,787 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 14:47:18,178 - icews14_both - [INFO] - [Evaluating Epoch 162 valid]:
MRR: Tail : 0.46344, Head : 0.40675, Avg : 0.43509
2023-06-21 14:47:18,178 - icews14_both - [INFO] - [Epoch 162]: Training Loss: 0.0015311, Valid MRR: 0.43759,
2023-06-21 14:47:18,817 - icews14_both - [INFO] - [E:163| 0]: Train Loss:0.0015219, Val MRR:0.43759, icews14_both
2023-06-21 14:48:21,622 - icews14_both - [INFO] - [E:163| 100]: Train Loss:0.0015298, Val MRR:0.43759, icews14_both
2023-06-21 14:49:24,386 - icews14_both - [INFO] - [E:163| 200]: Train Loss:0.0015306, Val MRR:0.43759, icews14_both
2023-06-21 14:50:27,045 - icews14_both - [INFO] - [E:163| 300]: Train Loss:0.0015304, Val MRR:0.43759, icews14_both
2023-06-21 14:51:29,721 - icews14_both - [INFO] - [E:163| 400]: Train Loss:0.0015298, Val MRR:0.43759, icews14_both
2023-06-21 14:52:32,340 - icews14_both - [INFO] - [E:163| 500]: Train Loss:0.0015299, Val MRR:0.43759, icews14_both
2023-06-21 14:53:34,935 - icews14_both - [INFO] - [E:163| 600]: Train Loss:0.00153, Val MRR:0.43759, icews14_both
2023-06-21 14:54:37,512 - icews14_both - [INFO] - [E:163| 700]: Train Loss:0.0015297, Val MRR:0.43759, icews14_both
2023-06-21 14:55:40,064 - icews14_both - [INFO] - [E:163| 800]: Train Loss:0.0015299, Val MRR:0.43759, icews14_both
2023-06-21 14:56:42,599 - icews14_both - [INFO] - [E:163| 900]: Train Loss:0.0015301, Val MRR:0.43759, icews14_both
2023-06-21 14:57:26,550 - icews14_both - [INFO] - [Epoch:163]: Training Loss:0.00153
2023-06-21 14:57:26,762 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 14:57:40,313 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 14:57:53,658 - icews14_both - [INFO] - [Evaluating Epoch 163 valid]:
MRR: Tail : 0.46577, Head : 0.4085, Avg : 0.43714
2023-06-21 14:57:53,659 - icews14_both - [INFO] - [Epoch 163]: Training Loss: 0.0015303, Valid MRR: 0.43759,
2023-06-21 14:57:54,295 - icews14_both - [INFO] - [E:164| 0]: Train Loss:0.0015071, Val MRR:0.43759, icews14_both
2023-06-21 14:58:56,863 - icews14_both - [INFO] - [E:164| 100]: Train Loss:0.00153, Val MRR:0.43759, icews14_both
2023-06-21 14:59:59,378 - icews14_both - [INFO] - [E:164| 200]: Train Loss:0.0015291, Val MRR:0.43759, icews14_both
2023-06-21 15:01:01,892 - icews14_both - [INFO] - [E:164| 300]: Train Loss:0.0015288, Val MRR:0.43759, icews14_both
2023-06-21 15:02:04,410 - icews14_both - [INFO] - [E:164| 400]: Train Loss:0.0015292, Val MRR:0.43759, icews14_both
2023-06-21 15:03:06,930 - icews14_both - [INFO] - [E:164| 500]: Train Loss:0.0015294, Val MRR:0.43759, icews14_both
2023-06-21 15:04:09,451 - icews14_both - [INFO] - [E:164| 600]: Train Loss:0.0015295, Val MRR:0.43759, icews14_both
2023-06-21 15:05:11,966 - icews14_both - [INFO] - [E:164| 700]: Train Loss:0.0015297, Val MRR:0.43759, icews14_both
2023-06-21 15:06:14,445 - icews14_both - [INFO] - [E:164| 800]: Train Loss:0.0015296, Val MRR:0.43759, icews14_both
2023-06-21 15:07:16,939 - icews14_both - [INFO] - [E:164| 900]: Train Loss:0.0015297, Val MRR:0.43759, icews14_both
2023-06-21 15:08:00,888 - icews14_both - [INFO] - [Epoch:164]: Training Loss:0.00153
2023-06-21 15:08:01,100 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 15:08:14,643 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 15:08:27,980 - icews14_both - [INFO] - [Evaluating Epoch 164 valid]:
MRR: Tail : 0.46682, Head : 0.41225, Avg : 0.43954
2023-06-21 15:08:29,332 - icews14_both - [INFO] - [Epoch 164]: Training Loss: 0.0015296, Valid MRR: 0.43954,
2023-06-21 15:08:29,968 - icews14_both - [INFO] - [E:165| 0]: Train Loss:0.0015163, Val MRR:0.43954, icews14_both
2023-06-21 15:09:32,455 - icews14_both - [INFO] - [E:165| 100]: Train Loss:0.0015267, Val MRR:0.43954, icews14_both
2023-06-21 15:10:34,951 - icews14_both - [INFO] - [E:165| 200]: Train Loss:0.0015278, Val MRR:0.43954, icews14_both
2023-06-21 15:11:37,471 - icews14_both - [INFO] - [E:165| 300]: Train Loss:0.001528, Val MRR:0.43954, icews14_both
2023-06-21 15:12:39,932 - icews14_both - [INFO] - [E:165| 400]: Train Loss:0.0015284, Val MRR:0.43954, icews14_both
2023-06-21 15:13:42,398 - icews14_both - [INFO] - [E:165| 500]: Train Loss:0.0015285, Val MRR:0.43954, icews14_both
2023-06-21 15:14:44,880 - icews14_both - [INFO] - [E:165| 600]: Train Loss:0.0015286, Val MRR:0.43954, icews14_both
2023-06-21 15:15:47,346 - icews14_both - [INFO] - [E:165| 700]: Train Loss:0.0015289, Val MRR:0.43954, icews14_both
2023-06-21 15:16:49,842 - icews14_both - [INFO] - [E:165| 800]: Train Loss:0.001529, Val MRR:0.43954, icews14_both
2023-06-21 15:17:52,256 - icews14_both - [INFO] - [E:165| 900]: Train Loss:0.0015291, Val MRR:0.43954, icews14_both
2023-06-21 15:18:36,195 - icews14_both - [INFO] - [Epoch:165]: Training Loss:0.001529
2023-06-21 15:18:36,412 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 15:18:49,954 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 15:19:03,290 - icews14_both - [INFO] - [Evaluating Epoch 165 valid]:
MRR: Tail : 0.46717, Head : 0.41242, Avg : 0.4398
2023-06-21 15:19:04,583 - icews14_both - [INFO] - [Epoch 165]: Training Loss: 0.0015293, Valid MRR: 0.4398,
2023-06-21 15:19:05,232 - icews14_both - [INFO] - [E:166| 0]: Train Loss:0.0015397, Val MRR:0.4398, icews14_both
2023-06-21 15:20:07,703 - icews14_both - [INFO] - [E:166| 100]: Train Loss:0.0015276, Val MRR:0.4398, icews14_both
2023-06-21 15:21:10,155 - icews14_both - [INFO] - [E:166| 200]: Train Loss:0.001528, Val MRR:0.4398, icews14_both
2023-06-21 15:22:12,618 - icews14_both - [INFO] - [E:166| 300]: Train Loss:0.0015277, Val MRR:0.4398, icews14_both
2023-06-21 15:23:15,090 - icews14_both - [INFO] - [E:166| 400]: Train Loss:0.0015279, Val MRR:0.4398, icews14_both
2023-06-21 15:24:17,540 - icews14_both - [INFO] - [E:166| 500]: Train Loss:0.0015276, Val MRR:0.4398, icews14_both
2023-06-21 15:25:20,001 - icews14_both - [INFO] - [E:166| 600]: Train Loss:0.0015278, Val MRR:0.4398, icews14_both
2023-06-21 15:26:22,460 - icews14_both - [INFO] - [E:166| 700]: Train Loss:0.0015277, Val MRR:0.4398, icews14_both
2023-06-21 15:27:24,946 - icews14_both - [INFO] - [E:166| 800]: Train Loss:0.0015279, Val MRR:0.4398, icews14_both
2023-06-21 15:28:27,406 - icews14_both - [INFO] - [E:166| 900]: Train Loss:0.001528, Val MRR:0.4398, icews14_both
2023-06-21 15:29:11,316 - icews14_both - [INFO] - [Epoch:166]: Training Loss:0.001528
2023-06-21 15:29:11,535 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 15:29:25,081 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 15:29:38,417 - icews14_both - [INFO] - [Evaluating Epoch 166 valid]:
MRR: Tail : 0.46442, Head : 0.41012, Avg : 0.43727
2023-06-21 15:29:38,417 - icews14_both - [INFO] - [Epoch 166]: Training Loss: 0.0015282, Valid MRR: 0.4398,
2023-06-21 15:29:39,052 - icews14_both - [INFO] - [E:167| 0]: Train Loss:0.0015165, Val MRR:0.4398, icews14_both
2023-06-21 15:30:41,540 - icews14_both - [INFO] - [E:167| 100]: Train Loss:0.0015273, Val MRR:0.4398, icews14_both
2023-06-21 15:31:44,037 - icews14_both - [INFO] - [E:167| 200]: Train Loss:0.0015272, Val MRR:0.4398, icews14_both
2023-06-21 15:32:46,525 - icews14_both - [INFO] - [E:167| 300]: Train Loss:0.0015272, Val MRR:0.4398, icews14_both
2023-06-21 15:33:49,031 - icews14_both - [INFO] - [E:167| 400]: Train Loss:0.0015272, Val MRR:0.4398, icews14_both
2023-06-21 15:34:51,525 - icews14_both - [INFO] - [E:167| 500]: Train Loss:0.0015276, Val MRR:0.4398, icews14_both
2023-06-21 15:35:53,991 - icews14_both - [INFO] - [E:167| 600]: Train Loss:0.0015276, Val MRR:0.4398, icews14_both
2023-06-21 15:36:56,450 - icews14_both - [INFO] - [E:167| 700]: Train Loss:0.0015275, Val MRR:0.4398, icews14_both
2023-06-21 15:37:58,934 - icews14_both - [INFO] - [E:167| 800]: Train Loss:0.0015274, Val MRR:0.4398, icews14_both
2023-06-21 15:39:01,388 - icews14_both - [INFO] - [E:167| 900]: Train Loss:0.0015274, Val MRR:0.4398, icews14_both
2023-06-21 15:39:45,326 - icews14_both - [INFO] - [Epoch:167]: Training Loss:0.001528
2023-06-21 15:39:45,538 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 15:39:59,080 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 15:40:12,417 - icews14_both - [INFO] - [Evaluating Epoch 167 valid]:
MRR: Tail : 0.46539, Head : 0.41167, Avg : 0.43853
2023-06-21 15:40:12,417 - icews14_both - [INFO] - [Epoch 167]: Training Loss: 0.0015275, Valid MRR: 0.4398,
2023-06-21 15:40:13,052 - icews14_both - [INFO] - [E:168| 0]: Train Loss:0.0015293, Val MRR:0.4398, icews14_both
2023-06-21 15:41:15,493 - icews14_both - [INFO] - [E:168| 100]: Train Loss:0.0015256, Val MRR:0.4398, icews14_both
2023-06-21 15:42:17,959 - icews14_both - [INFO] - [E:168| 200]: Train Loss:0.0015255, Val MRR:0.4398, icews14_both
2023-06-21 15:43:20,417 - icews14_both - [INFO] - [E:168| 300]: Train Loss:0.0015259, Val MRR:0.4398, icews14_both
2023-06-21 15:44:22,888 - icews14_both - [INFO] - [E:168| 400]: Train Loss:0.001526, Val MRR:0.4398, icews14_both
2023-06-21 15:45:25,345 - icews14_both - [INFO] - [E:168| 500]: Train Loss:0.0015259, Val MRR:0.4398, icews14_both
2023-06-21 15:46:27,821 - icews14_both - [INFO] - [E:168| 600]: Train Loss:0.0015265, Val MRR:0.4398, icews14_both
2023-06-21 15:47:30,250 - icews14_both - [INFO] - [E:168| 700]: Train Loss:0.0015266, Val MRR:0.4398, icews14_both
2023-06-21 15:48:32,712 - icews14_both - [INFO] - [E:168| 800]: Train Loss:0.0015268, Val MRR:0.4398, icews14_both
2023-06-21 15:49:35,168 - icews14_both - [INFO] - [E:168| 900]: Train Loss:0.0015267, Val MRR:0.4398, icews14_both
2023-06-21 15:50:19,090 - icews14_both - [INFO] - [Epoch:168]: Training Loss:0.001527
2023-06-21 15:50:19,302 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 15:50:32,841 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 15:50:46,170 - icews14_both - [INFO] - [Evaluating Epoch 168 valid]:
MRR: Tail : 0.46025, Head : 0.41194, Avg : 0.4361
2023-06-21 15:50:46,170 - icews14_both - [INFO] - [Epoch 168]: Training Loss: 0.0015269, Valid MRR: 0.4398,
2023-06-21 15:50:46,803 - icews14_both - [INFO] - [E:169| 0]: Train Loss:0.0015233, Val MRR:0.4398, icews14_both
2023-06-21 15:51:49,266 - icews14_both - [INFO] - [E:169| 100]: Train Loss:0.0015256, Val MRR:0.4398, icews14_both
2023-06-21 15:52:51,751 - icews14_both - [INFO] - [E:169| 200]: Train Loss:0.0015264, Val MRR:0.4398, icews14_both
2023-06-21 15:53:54,234 - icews14_both - [INFO] - [E:169| 300]: Train Loss:0.0015262, Val MRR:0.4398, icews14_both
2023-06-21 15:54:56,682 - icews14_both - [INFO] - [E:169| 400]: Train Loss:0.0015258, Val MRR:0.4398, icews14_both
2023-06-21 15:55:59,144 - icews14_both - [INFO] - [E:169| 500]: Train Loss:0.0015261, Val MRR:0.4398, icews14_both
2023-06-21 15:57:01,605 - icews14_both - [INFO] - [E:169| 600]: Train Loss:0.0015261, Val MRR:0.4398, icews14_both
2023-06-21 15:58:04,062 - icews14_both - [INFO] - [E:169| 700]: Train Loss:0.0015262, Val MRR:0.4398, icews14_both
2023-06-21 15:59:06,482 - icews14_both - [INFO] - [E:169| 800]: Train Loss:0.0015265, Val MRR:0.4398, icews14_both
2023-06-21 16:00:08,939 - icews14_both - [INFO] - [E:169| 900]: Train Loss:0.0015263, Val MRR:0.4398, icews14_both
2023-06-21 16:00:52,867 - icews14_both - [INFO] - [Epoch:169]: Training Loss:0.001526
2023-06-21 16:00:53,079 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 16:01:06,625 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 16:01:19,961 - icews14_both - [INFO] - [Evaluating Epoch 169 valid]:
MRR: Tail : 0.46888, Head : 0.41729, Avg : 0.44308
MR: Tail : 596.08, Head : 682.74, Avg : 639.41
Hit-1: Tail : 0.38118, Head : 0.32967, Avg : 0.35543
Hit-3: Tail : 0.51715, Head : 0.45905, Avg : 0.4881
Hit-10: Tail : 0.63066, Head : 0.58635, Avg : 0.60851
2023-06-21 16:01:21,256 - icews14_both - [INFO] - [Epoch 169]: Training Loss: 0.0015263, Valid MRR: 0.44308,
2023-06-21 16:01:21,897 - icews14_both - [INFO] - [E:170| 0]: Train Loss:0.0015202, Val MRR:0.44308, icews14_both
2023-06-21 16:02:24,391 - icews14_both - [INFO] - [E:170| 100]: Train Loss:0.0015254, Val MRR:0.44308, icews14_both
2023-06-21 16:03:26,878 - icews14_both - [INFO] - [E:170| 200]: Train Loss:0.0015246, Val MRR:0.44308, icews14_both
2023-06-21 16:04:29,375 - icews14_both - [INFO] - [E:170| 300]: Train Loss:0.0015254, Val MRR:0.44308, icews14_both
2023-06-21 16:05:31,830 - icews14_both - [INFO] - [E:170| 400]: Train Loss:0.0015253, Val MRR:0.44308, icews14_both
2023-06-21 16:06:34,303 - icews14_both - [INFO] - [E:170| 500]: Train Loss:0.0015252, Val MRR:0.44308, icews14_both
2023-06-21 16:07:36,798 - icews14_both - [INFO] - [E:170| 600]: Train Loss:0.0015252, Val MRR:0.44308, icews14_both
2023-06-21 16:08:39,264 - icews14_both - [INFO] - [E:170| 700]: Train Loss:0.0015251, Val MRR:0.44308, icews14_both
2023-06-21 16:09:41,720 - icews14_both - [INFO] - [E:170| 800]: Train Loss:0.0015252, Val MRR:0.44308, icews14_both
2023-06-21 16:10:44,181 - icews14_both - [INFO] - [E:170| 900]: Train Loss:0.0015254, Val MRR:0.44308, icews14_both
2023-06-21 16:11:28,075 - icews14_both - [INFO] - [Epoch:170]: Training Loss:0.001525
2023-06-21 16:11:28,287 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 16:11:41,840 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 16:11:55,169 - icews14_both - [INFO] - [Evaluating Epoch 170 valid]:
MRR: Tail : 0.46334, Head : 0.41495, Avg : 0.43915
2023-06-21 16:11:55,169 - icews14_both - [INFO] - [Epoch 170]: Training Loss: 0.0015255, Valid MRR: 0.44308,
2023-06-21 16:11:55,803 - icews14_both - [INFO] - [E:171| 0]: Train Loss:0.001525, Val MRR:0.44308, icews14_both
2023-06-21 16:12:58,267 - icews14_both - [INFO] - [E:171| 100]: Train Loss:0.0015248, Val MRR:0.44308, icews14_both
2023-06-21 16:14:00,737 - icews14_both - [INFO] - [E:171| 200]: Train Loss:0.0015254, Val MRR:0.44308, icews14_both
2023-06-21 16:15:03,215 - icews14_both - [INFO] - [E:171| 300]: Train Loss:0.001525, Val MRR:0.44308, icews14_both
2023-06-21 16:16:05,682 - icews14_both - [INFO] - [E:171| 400]: Train Loss:0.001525, Val MRR:0.44308, icews14_both
2023-06-21 16:17:08,122 - icews14_both - [INFO] - [E:171| 500]: Train Loss:0.0015253, Val MRR:0.44308, icews14_both
2023-06-21 16:18:10,557 - icews14_both - [INFO] - [E:171| 600]: Train Loss:0.0015251, Val MRR:0.44308, icews14_both
2023-06-21 16:19:13,000 - icews14_both - [INFO] - [E:171| 700]: Train Loss:0.0015251, Val MRR:0.44308, icews14_both
2023-06-21 16:20:15,430 - icews14_both - [INFO] - [E:171| 800]: Train Loss:0.0015251, Val MRR:0.44308, icews14_both
2023-06-21 16:21:17,898 - icews14_both - [INFO] - [E:171| 900]: Train Loss:0.0015251, Val MRR:0.44308, icews14_both
2023-06-21 16:22:01,826 - icews14_both - [INFO] - [Epoch:171]: Training Loss:0.001525
2023-06-21 16:22:02,039 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 16:22:15,580 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 16:22:28,917 - icews14_both - [INFO] - [Evaluating Epoch 171 valid]:
MRR: Tail : 0.46534, Head : 0.41381, Avg : 0.43958
2023-06-21 16:22:28,917 - icews14_both - [INFO] - [Epoch 171]: Training Loss: 0.0015251, Valid MRR: 0.44308,
2023-06-21 16:22:29,551 - icews14_both - [INFO] - [E:172| 0]: Train Loss:0.0015365, Val MRR:0.44308, icews14_both
2023-06-21 16:23:31,978 - icews14_both - [INFO] - [E:172| 100]: Train Loss:0.0015239, Val MRR:0.44308, icews14_both
2023-06-21 16:24:34,434 - icews14_both - [INFO] - [E:172| 200]: Train Loss:0.0015237, Val MRR:0.44308, icews14_both
2023-06-21 16:25:36,883 - icews14_both - [INFO] - [E:172| 300]: Train Loss:0.0015235, Val MRR:0.44308, icews14_both
2023-06-21 16:26:39,320 - icews14_both - [INFO] - [E:172| 400]: Train Loss:0.0015239, Val MRR:0.44308, icews14_both
2023-06-21 16:27:41,788 - icews14_both - [INFO] - [E:172| 500]: Train Loss:0.0015243, Val MRR:0.44308, icews14_both
2023-06-21 16:28:44,238 - icews14_both - [INFO] - [E:172| 600]: Train Loss:0.0015245, Val MRR:0.44308, icews14_both
2023-06-21 16:29:46,720 - icews14_both - [INFO] - [E:172| 700]: Train Loss:0.0015246, Val MRR:0.44308, icews14_both
2023-06-21 16:30:49,188 - icews14_both - [INFO] - [E:172| 800]: Train Loss:0.0015247, Val MRR:0.44308, icews14_both
2023-06-21 16:31:51,618 - icews14_both - [INFO] - [E:172| 900]: Train Loss:0.0015248, Val MRR:0.44308, icews14_both
2023-06-21 16:32:35,539 - icews14_both - [INFO] - [Epoch:172]: Training Loss:0.001525
2023-06-21 16:32:35,751 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 16:32:49,299 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 16:33:02,637 - icews14_both - [INFO] - [Evaluating Epoch 172 valid]:
MRR: Tail : 0.4684, Head : 0.41214, Avg : 0.44027
2023-06-21 16:33:02,637 - icews14_both - [INFO] - [Epoch 172]: Training Loss: 0.0015249, Valid MRR: 0.44308,
2023-06-21 16:33:03,276 - icews14_both - [INFO] - [E:173| 0]: Train Loss:0.0015305, Val MRR:0.44308, icews14_both
2023-06-21 16:34:05,756 - icews14_both - [INFO] - [E:173| 100]: Train Loss:0.0015248, Val MRR:0.44308, icews14_both
2023-06-21 16:35:08,209 - icews14_both - [INFO] - [E:173| 200]: Train Loss:0.0015248, Val MRR:0.44308, icews14_both
2023-06-21 16:36:10,631 - icews14_both - [INFO] - [E:173| 300]: Train Loss:0.0015239, Val MRR:0.44308, icews14_both
2023-06-21 16:37:13,078 - icews14_both - [INFO] - [E:173| 400]: Train Loss:0.0015241, Val MRR:0.44308, icews14_both
2023-06-21 16:38:15,538 - icews14_both - [INFO] - [E:173| 500]: Train Loss:0.0015239, Val MRR:0.44308, icews14_both
2023-06-21 16:39:18,006 - icews14_both - [INFO] - [E:173| 600]: Train Loss:0.0015238, Val MRR:0.44308, icews14_both
2023-06-21 16:40:20,488 - icews14_both - [INFO] - [E:173| 700]: Train Loss:0.001524, Val MRR:0.44308, icews14_both
2023-06-21 16:41:22,973 - icews14_both - [INFO] - [E:173| 800]: Train Loss:0.001524, Val MRR:0.44308, icews14_both
2023-06-21 16:42:25,419 - icews14_both - [INFO] - [E:173| 900]: Train Loss:0.0015241, Val MRR:0.44308, icews14_both
2023-06-21 16:43:09,354 - icews14_both - [INFO] - [Epoch:173]: Training Loss:0.001524
2023-06-21 16:43:09,566 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 16:43:23,103 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 16:43:36,435 - icews14_both - [INFO] - [Evaluating Epoch 173 valid]:
MRR: Tail : 0.46584, Head : 0.4174, Avg : 0.44162
2023-06-21 16:43:36,435 - icews14_both - [INFO] - [Epoch 173]: Training Loss: 0.0015241, Valid MRR: 0.44308,
2023-06-21 16:43:37,068 - icews14_both - [INFO] - [E:174| 0]: Train Loss:0.0015185, Val MRR:0.44308, icews14_both
2023-06-21 16:44:39,537 - icews14_both - [INFO] - [E:174| 100]: Train Loss:0.0015235, Val MRR:0.44308, icews14_both
2023-06-21 16:45:41,998 - icews14_both - [INFO] - [E:174| 200]: Train Loss:0.0015227, Val MRR:0.44308, icews14_both
2023-06-21 16:46:44,452 - icews14_both - [INFO] - [E:174| 300]: Train Loss:0.0015228, Val MRR:0.44308, icews14_both
2023-06-21 16:47:46,919 - icews14_both - [INFO] - [E:174| 400]: Train Loss:0.0015232, Val MRR:0.44308, icews14_both
2023-06-21 16:48:49,354 - icews14_both - [INFO] - [E:174| 500]: Train Loss:0.0015228, Val MRR:0.44308, icews14_both
2023-06-21 16:49:51,819 - icews14_both - [INFO] - [E:174| 600]: Train Loss:0.001523, Val MRR:0.44308, icews14_both
2023-06-21 16:50:54,286 - icews14_both - [INFO] - [E:174| 700]: Train Loss:0.0015232, Val MRR:0.44308, icews14_both
2023-06-21 16:51:56,763 - icews14_both - [INFO] - [E:174| 800]: Train Loss:0.0015231, Val MRR:0.44308, icews14_both
2023-06-21 16:52:59,228 - icews14_both - [INFO] - [E:174| 900]: Train Loss:0.0015233, Val MRR:0.44308, icews14_both
2023-06-21 16:53:43,160 - icews14_both - [INFO] - [Epoch:174]: Training Loss:0.001523
2023-06-21 16:53:43,373 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 16:53:56,922 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 16:54:10,264 - icews14_both - [INFO] - [Evaluating Epoch 174 valid]:
MRR: Tail : 0.46689, Head : 0.41388, Avg : 0.44038
2023-06-21 16:54:10,265 - icews14_both - [INFO] - [Epoch 174]: Training Loss: 0.0015235, Valid MRR: 0.44308,
2023-06-21 16:54:10,898 - icews14_both - [INFO] - [E:175| 0]: Train Loss:0.0015171, Val MRR:0.44308, icews14_both
2023-06-21 16:55:13,361 - icews14_both - [INFO] - [E:175| 100]: Train Loss:0.0015235, Val MRR:0.44308, icews14_both
2023-06-21 16:56:15,825 - icews14_both - [INFO] - [E:175| 200]: Train Loss:0.0015226, Val MRR:0.44308, icews14_both
2023-06-21 16:57:18,289 - icews14_both - [INFO] - [E:175| 300]: Train Loss:0.0015225, Val MRR:0.44308, icews14_both
2023-06-21 16:58:20,857 - icews14_both - [INFO] - [E:175| 400]: Train Loss:0.0015226, Val MRR:0.44308, icews14_both
2023-06-21 16:59:23,470 - icews14_both - [INFO] - [E:175| 500]: Train Loss:0.0015224, Val MRR:0.44308, icews14_both
2023-06-21 17:00:26,053 - icews14_both - [INFO] - [E:175| 600]: Train Loss:0.0015224, Val MRR:0.44308, icews14_both
2023-06-21 17:01:28,656 - icews14_both - [INFO] - [E:175| 700]: Train Loss:0.0015225, Val MRR:0.44308, icews14_both
2023-06-21 17:02:31,244 - icews14_both - [INFO] - [E:175| 800]: Train Loss:0.0015224, Val MRR:0.44308, icews14_both
2023-06-21 17:03:33,850 - icews14_both - [INFO] - [E:175| 900]: Train Loss:0.0015226, Val MRR:0.44308, icews14_both
2023-06-21 17:04:17,890 - icews14_both - [INFO] - [Epoch:175]: Training Loss:0.001523
2023-06-21 17:04:18,103 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 17:04:31,656 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 17:04:44,999 - icews14_both - [INFO] - [Evaluating Epoch 175 valid]:
MRR: Tail : 0.47219, Head : 0.41616, Avg : 0.44417
2023-06-21 17:04:46,311 - icews14_both - [INFO] - [Epoch 175]: Training Loss: 0.0015228, Valid MRR: 0.44417,
2023-06-21 17:04:46,952 - icews14_both - [INFO] - [E:176| 0]: Train Loss:0.0015306, Val MRR:0.44417, icews14_both
2023-06-21 17:05:49,512 - icews14_both - [INFO] - [E:176| 100]: Train Loss:0.0015216, Val MRR:0.44417, icews14_both
2023-06-21 17:06:52,102 - icews14_both - [INFO] - [E:176| 200]: Train Loss:0.0015217, Val MRR:0.44417, icews14_both
2023-06-21 17:07:54,668 - icews14_both - [INFO] - [E:176| 300]: Train Loss:0.0015217, Val MRR:0.44417, icews14_both
2023-06-21 17:08:57,233 - icews14_both - [INFO] - [E:176| 400]: Train Loss:0.0015217, Val MRR:0.44417, icews14_both
2023-06-21 17:09:59,804 - icews14_both - [INFO] - [E:176| 500]: Train Loss:0.0015217, Val MRR:0.44417, icews14_both
2023-06-21 17:11:02,363 - icews14_both - [INFO] - [E:176| 600]: Train Loss:0.001522, Val MRR:0.44417, icews14_both
2023-06-21 17:12:04,940 - icews14_both - [INFO] - [E:176| 700]: Train Loss:0.001522, Val MRR:0.44417, icews14_both
2023-06-21 17:13:07,499 - icews14_both - [INFO] - [E:176| 800]: Train Loss:0.0015222, Val MRR:0.44417, icews14_both
2023-06-21 17:14:10,056 - icews14_both - [INFO] - [E:176| 900]: Train Loss:0.0015223, Val MRR:0.44417, icews14_both
2023-06-21 17:14:54,063 - icews14_both - [INFO] - [Epoch:176]: Training Loss:0.001522
2023-06-21 17:14:54,275 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 17:15:07,831 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 17:15:21,184 - icews14_both - [INFO] - [Evaluating Epoch 176 valid]:
MRR: Tail : 0.47014, Head : 0.41505, Avg : 0.4426
2023-06-21 17:15:21,184 - icews14_both - [INFO] - [Epoch 176]: Training Loss: 0.0015223, Valid MRR: 0.44417,
2023-06-21 17:15:21,822 - icews14_both - [INFO] - [E:177| 0]: Train Loss:0.0015174, Val MRR:0.44417, icews14_both
2023-06-21 17:16:24,394 - icews14_both - [INFO] - [E:177| 100]: Train Loss:0.0015235, Val MRR:0.44417, icews14_both
2023-06-21 17:17:26,835 - icews14_both - [INFO] - [E:177| 200]: Train Loss:0.0015228, Val MRR:0.44417, icews14_both
2023-06-21 17:18:29,333 - icews14_both - [INFO] - [E:177| 300]: Train Loss:0.0015224, Val MRR:0.44417, icews14_both
2023-06-21 17:19:31,791 - icews14_both - [INFO] - [E:177| 400]: Train Loss:0.0015223, Val MRR:0.44417, icews14_both
2023-06-21 17:20:34,258 - icews14_both - [INFO] - [E:177| 500]: Train Loss:0.0015223, Val MRR:0.44417, icews14_both
2023-06-21 17:21:36,715 - icews14_both - [INFO] - [E:177| 600]: Train Loss:0.0015221, Val MRR:0.44417, icews14_both
2023-06-21 17:22:39,185 - icews14_both - [INFO] - [E:177| 700]: Train Loss:0.0015221, Val MRR:0.44417, icews14_both
2023-06-21 17:23:41,701 - icews14_both - [INFO] - [E:177| 800]: Train Loss:0.0015219, Val MRR:0.44417, icews14_both
2023-06-21 17:24:44,188 - icews14_both - [INFO] - [E:177| 900]: Train Loss:0.0015218, Val MRR:0.44417, icews14_both
2023-06-21 17:25:28,117 - icews14_both - [INFO] - [Epoch:177]: Training Loss:0.001522
2023-06-21 17:25:28,329 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 17:25:41,879 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 17:25:55,213 - icews14_both - [INFO] - [Evaluating Epoch 177 valid]:
MRR: Tail : 0.47096, Head : 0.41807, Avg : 0.44451
2023-06-21 17:25:56,516 - icews14_both - [INFO] - [Epoch 177]: Training Loss: 0.0015219, Valid MRR: 0.44451,
2023-06-21 17:25:57,151 - icews14_both - [INFO] - [E:178| 0]: Train Loss:0.0015333, Val MRR:0.44451, icews14_both
2023-06-21 17:26:59,585 - icews14_both - [INFO] - [E:178| 100]: Train Loss:0.0015219, Val MRR:0.44451, icews14_both
2023-06-21 17:28:02,070 - icews14_both - [INFO] - [E:178| 200]: Train Loss:0.0015212, Val MRR:0.44451, icews14_both
2023-06-21 17:29:04,551 - icews14_both - [INFO] - [E:178| 300]: Train Loss:0.0015209, Val MRR:0.44451, icews14_both
2023-06-21 17:30:07,056 - icews14_both - [INFO] - [E:178| 400]: Train Loss:0.0015207, Val MRR:0.44451, icews14_both
2023-06-21 17:31:09,526 - icews14_both - [INFO] - [E:178| 500]: Train Loss:0.001521, Val MRR:0.44451, icews14_both
2023-06-21 17:32:11,989 - icews14_both - [INFO] - [E:178| 600]: Train Loss:0.001521, Val MRR:0.44451, icews14_both
2023-06-21 17:33:14,469 - icews14_both - [INFO] - [E:178| 700]: Train Loss:0.001521, Val MRR:0.44451, icews14_both
2023-06-21 17:34:16,937 - icews14_both - [INFO] - [E:178| 800]: Train Loss:0.0015209, Val MRR:0.44451, icews14_both
2023-06-21 17:35:19,441 - icews14_both - [INFO] - [E:178| 900]: Train Loss:0.0015209, Val MRR:0.44451, icews14_both
2023-06-21 17:36:03,405 - icews14_both - [INFO] - [Epoch:178]: Training Loss:0.001521
2023-06-21 17:36:03,622 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 17:36:17,163 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 17:36:30,504 - icews14_both - [INFO] - [Evaluating Epoch 178 valid]:
MRR: Tail : 0.47052, Head : 0.41441, Avg : 0.44247
2023-06-21 17:36:30,505 - icews14_both - [INFO] - [Epoch 178]: Training Loss: 0.0015211, Valid MRR: 0.44451,
2023-06-21 17:36:31,137 - icews14_both - [INFO] - [E:179| 0]: Train Loss:0.0015282, Val MRR:0.44451, icews14_both
2023-06-21 17:37:33,628 - icews14_both - [INFO] - [E:179| 100]: Train Loss:0.0015209, Val MRR:0.44451, icews14_both
2023-06-21 17:38:36,132 - icews14_both - [INFO] - [E:179| 200]: Train Loss:0.0015209, Val MRR:0.44451, icews14_both
2023-06-21 17:39:38,606 - icews14_both - [INFO] - [E:179| 300]: Train Loss:0.0015208, Val MRR:0.44451, icews14_both
2023-06-21 17:40:41,079 - icews14_both - [INFO] - [E:179| 400]: Train Loss:0.0015204, Val MRR:0.44451, icews14_both
2023-06-21 17:41:43,570 - icews14_both - [INFO] - [E:179| 500]: Train Loss:0.0015204, Val MRR:0.44451, icews14_both
2023-06-21 17:42:46,062 - icews14_both - [INFO] - [E:179| 600]: Train Loss:0.0015204, Val MRR:0.44451, icews14_both
2023-06-21 17:43:48,547 - icews14_both - [INFO] - [E:179| 700]: Train Loss:0.0015205, Val MRR:0.44451, icews14_both
2023-06-21 17:44:50,992 - icews14_both - [INFO] - [E:179| 800]: Train Loss:0.0015206, Val MRR:0.44451, icews14_both
2023-06-21 17:45:53,488 - icews14_both - [INFO] - [E:179| 900]: Train Loss:0.0015208, Val MRR:0.44451, icews14_both
2023-06-21 17:46:37,388 - icews14_both - [INFO] - [Epoch:179]: Training Loss:0.001521
2023-06-21 17:46:37,600 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 17:46:51,144 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 17:47:04,486 - icews14_both - [INFO] - [Evaluating Epoch 179 valid]:
MRR: Tail : 0.47055, Head : 0.41449, Avg : 0.44252
MR: Tail : 589.79, Head : 680.61, Avg : 635.2
Hit-1: Tail : 0.3846, Head : 0.32772, Avg : 0.35616
Hit-3: Tail : 0.51922, Head : 0.45588, Avg : 0.48755
Hit-10: Tail : 0.63176, Head : 0.58111, Avg : 0.60643
2023-06-21 17:47:04,487 - icews14_both - [INFO] - [Epoch 179]: Training Loss: 0.0015209, Valid MRR: 0.44451,
2023-06-21 17:47:05,122 - icews14_both - [INFO] - [E:180| 0]: Train Loss:0.0015161, Val MRR:0.44451, icews14_both
2023-06-21 17:48:07,628 - icews14_both - [INFO] - [E:180| 100]: Train Loss:0.0015199, Val MRR:0.44451, icews14_both
2023-06-21 17:49:10,099 - icews14_both - [INFO] - [E:180| 200]: Train Loss:0.00152, Val MRR:0.44451, icews14_both
2023-06-21 17:50:12,593 - icews14_both - [INFO] - [E:180| 300]: Train Loss:0.0015199, Val MRR:0.44451, icews14_both
2023-06-21 17:51:15,073 - icews14_both - [INFO] - [E:180| 400]: Train Loss:0.0015201, Val MRR:0.44451, icews14_both
2023-06-21 17:52:17,509 - icews14_both - [INFO] - [E:180| 500]: Train Loss:0.00152, Val MRR:0.44451, icews14_both
2023-06-21 17:53:19,980 - icews14_both - [INFO] - [E:180| 600]: Train Loss:0.0015202, Val MRR:0.44451, icews14_both
2023-06-21 17:54:22,454 - icews14_both - [INFO] - [E:180| 700]: Train Loss:0.0015202, Val MRR:0.44451, icews14_both
2023-06-21 17:55:24,982 - icews14_both - [INFO] - [E:180| 800]: Train Loss:0.0015202, Val MRR:0.44451, icews14_both
2023-06-21 17:56:27,567 - icews14_both - [INFO] - [E:180| 900]: Train Loss:0.0015203, Val MRR:0.44451, icews14_both
2023-06-21 17:57:11,576 - icews14_both - [INFO] - [Epoch:180]: Training Loss:0.00152
2023-06-21 17:57:11,789 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 17:57:25,350 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 17:57:38,699 - icews14_both - [INFO] - [Evaluating Epoch 180 valid]:
MRR: Tail : 0.47225, Head : 0.41869, Avg : 0.44547
2023-06-21 17:57:40,008 - icews14_both - [INFO] - [Epoch 180]: Training Loss: 0.0015205, Valid MRR: 0.44547,
2023-06-21 17:57:40,643 - icews14_both - [INFO] - [E:181| 0]: Train Loss:0.0015251, Val MRR:0.44547, icews14_both
2023-06-21 17:58:43,195 - icews14_both - [INFO] - [E:181| 100]: Train Loss:0.0015205, Val MRR:0.44547, icews14_both
2023-06-21 17:59:45,764 - icews14_both - [INFO] - [E:181| 200]: Train Loss:0.0015193, Val MRR:0.44547, icews14_both
2023-06-21 18:00:48,324 - icews14_both - [INFO] - [E:181| 300]: Train Loss:0.0015186, Val MRR:0.44547, icews14_both
2023-06-21 18:01:50,882 - icews14_both - [INFO] - [E:181| 400]: Train Loss:0.001519, Val MRR:0.44547, icews14_both
2023-06-21 18:02:53,426 - icews14_both - [INFO] - [E:181| 500]: Train Loss:0.0015192, Val MRR:0.44547, icews14_both
2023-06-21 18:03:55,992 - icews14_both - [INFO] - [E:181| 600]: Train Loss:0.0015195, Val MRR:0.44547, icews14_both
2023-06-21 18:04:58,514 - icews14_both - [INFO] - [E:181| 700]: Train Loss:0.0015195, Val MRR:0.44547, icews14_both
2023-06-21 18:06:01,056 - icews14_both - [INFO] - [E:181| 800]: Train Loss:0.0015198, Val MRR:0.44547, icews14_both
2023-06-21 18:07:03,602 - icews14_both - [INFO] - [E:181| 900]: Train Loss:0.00152, Val MRR:0.44547, icews14_both
2023-06-21 18:07:47,587 - icews14_both - [INFO] - [Epoch:181]: Training Loss:0.00152
2023-06-21 18:07:47,799 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 18:08:01,357 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 18:08:14,696 - icews14_both - [INFO] - [Evaluating Epoch 181 valid]:
MRR: Tail : 0.47013, Head : 0.41966, Avg : 0.44489
2023-06-21 18:08:14,697 - icews14_both - [INFO] - [Epoch 181]: Training Loss: 0.0015201, Valid MRR: 0.44547,
2023-06-21 18:08:15,333 - icews14_both - [INFO] - [E:182| 0]: Train Loss:0.0015381, Val MRR:0.44547, icews14_both
2023-06-21 18:09:17,891 - icews14_both - [INFO] - [E:182| 100]: Train Loss:0.0015178, Val MRR:0.44547, icews14_both
2023-06-21 18:10:20,445 - icews14_both - [INFO] - [E:182| 200]: Train Loss:0.0015189, Val MRR:0.44547, icews14_both
2023-06-21 18:11:22,991 - icews14_both - [INFO] - [E:182| 300]: Train Loss:0.0015186, Val MRR:0.44547, icews14_both
2023-06-21 18:12:25,534 - icews14_both - [INFO] - [E:182| 400]: Train Loss:0.0015193, Val MRR:0.44547, icews14_both
2023-06-21 18:13:28,079 - icews14_both - [INFO] - [E:182| 500]: Train Loss:0.0015191, Val MRR:0.44547, icews14_both
2023-06-21 18:14:30,606 - icews14_both - [INFO] - [E:182| 600]: Train Loss:0.0015193, Val MRR:0.44547, icews14_both
2023-06-21 18:15:33,169 - icews14_both - [INFO] - [E:182| 700]: Train Loss:0.0015192, Val MRR:0.44547, icews14_both
2023-06-21 18:16:35,728 - icews14_both - [INFO] - [E:182| 800]: Train Loss:0.0015193, Val MRR:0.44547, icews14_both
2023-06-21 18:17:38,291 - icews14_both - [INFO] - [E:182| 900]: Train Loss:0.0015193, Val MRR:0.44547, icews14_both
2023-06-21 18:18:22,291 - icews14_both - [INFO] - [Epoch:182]: Training Loss:0.001519
2023-06-21 18:18:22,502 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 18:18:36,058 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 18:18:49,395 - icews14_both - [INFO] - [Evaluating Epoch 182 valid]:
MRR: Tail : 0.46979, Head : 0.41805, Avg : 0.44392
2023-06-21 18:18:49,395 - icews14_both - [INFO] - [Epoch 182]: Training Loss: 0.0015193, Valid MRR: 0.44547,
2023-06-21 18:18:50,030 - icews14_both - [INFO] - [E:183| 0]: Train Loss:0.0015309, Val MRR:0.44547, icews14_both
2023-06-21 18:19:52,591 - icews14_both - [INFO] - [E:183| 100]: Train Loss:0.0015191, Val MRR:0.44547, icews14_both
2023-06-21 18:20:55,159 - icews14_both - [INFO] - [E:183| 200]: Train Loss:0.0015189, Val MRR:0.44547, icews14_both
2023-06-21 18:21:57,707 - icews14_both - [INFO] - [E:183| 300]: Train Loss:0.001518, Val MRR:0.44547, icews14_both
2023-06-21 18:23:00,254 - icews14_both - [INFO] - [E:183| 400]: Train Loss:0.0015181, Val MRR:0.44547, icews14_both
2023-06-21 18:24:02,804 - icews14_both - [INFO] - [E:183| 500]: Train Loss:0.0015184, Val MRR:0.44547, icews14_both
2023-06-21 18:25:05,375 - icews14_both - [INFO] - [E:183| 600]: Train Loss:0.0015185, Val MRR:0.44547, icews14_both
2023-06-21 18:26:07,930 - icews14_both - [INFO] - [E:183| 700]: Train Loss:0.0015187, Val MRR:0.44547, icews14_both
2023-06-21 18:27:10,496 - icews14_both - [INFO] - [E:183| 800]: Train Loss:0.0015187, Val MRR:0.44547, icews14_both
2023-06-21 18:28:13,045 - icews14_both - [INFO] - [E:183| 900]: Train Loss:0.0015187, Val MRR:0.44547, icews14_both
2023-06-21 18:28:57,029 - icews14_both - [INFO] - [Epoch:183]: Training Loss:0.001519
2023-06-21 18:28:57,240 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 18:29:10,803 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 18:29:24,140 - icews14_both - [INFO] - [Evaluating Epoch 183 valid]:
MRR: Tail : 0.47264, Head : 0.41844, Avg : 0.44554
2023-06-21 18:29:25,440 - icews14_both - [INFO] - [Epoch 183]: Training Loss: 0.0015188, Valid MRR: 0.44554,
2023-06-21 18:29:26,077 - icews14_both - [INFO] - [E:184| 0]: Train Loss:0.0015211, Val MRR:0.44554, icews14_both
2023-06-21 18:30:28,625 - icews14_both - [INFO] - [E:184| 100]: Train Loss:0.0015191, Val MRR:0.44554, icews14_both
2023-06-21 18:31:31,176 - icews14_both - [INFO] - [E:184| 200]: Train Loss:0.0015179, Val MRR:0.44554, icews14_both
2023-06-21 18:32:33,701 - icews14_both - [INFO] - [E:184| 300]: Train Loss:0.0015184, Val MRR:0.44554, icews14_both
2023-06-21 18:33:36,255 - icews14_both - [INFO] - [E:184| 400]: Train Loss:0.0015184, Val MRR:0.44554, icews14_both
2023-06-21 18:34:38,800 - icews14_both - [INFO] - [E:184| 500]: Train Loss:0.0015185, Val MRR:0.44554, icews14_both
2023-06-21 18:35:41,349 - icews14_both - [INFO] - [E:184| 600]: Train Loss:0.0015183, Val MRR:0.44554, icews14_both
2023-06-21 18:36:43,908 - icews14_both - [INFO] - [E:184| 700]: Train Loss:0.0015183, Val MRR:0.44554, icews14_both
2023-06-21 18:37:46,464 - icews14_both - [INFO] - [E:184| 800]: Train Loss:0.0015184, Val MRR:0.44554, icews14_both
2023-06-21 18:38:48,995 - icews14_both - [INFO] - [E:184| 900]: Train Loss:0.0015186, Val MRR:0.44554, icews14_both
2023-06-21 18:39:32,957 - icews14_both - [INFO] - [Epoch:184]: Training Loss:0.001519
2023-06-21 18:39:33,171 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 18:39:46,719 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 18:40:00,059 - icews14_both - [INFO] - [Evaluating Epoch 184 valid]:
MRR: Tail : 0.47467, Head : 0.41729, Avg : 0.44598
2023-06-21 18:40:01,361 - icews14_both - [INFO] - [Epoch 184]: Training Loss: 0.0015186, Valid MRR: 0.44598,
2023-06-21 18:40:01,998 - icews14_both - [INFO] - [E:185| 0]: Train Loss:0.0015092, Val MRR:0.44598, icews14_both
2023-06-21 18:41:04,543 - icews14_both - [INFO] - [E:185| 100]: Train Loss:0.001518, Val MRR:0.44598, icews14_both
2023-06-21 18:42:07,102 - icews14_both - [INFO] - [E:185| 200]: Train Loss:0.0015175, Val MRR:0.44598, icews14_both
2023-06-21 18:43:09,669 - icews14_both - [INFO] - [E:185| 300]: Train Loss:0.0015178, Val MRR:0.44598, icews14_both
2023-06-21 18:44:12,217 - icews14_both - [INFO] - [E:185| 400]: Train Loss:0.0015181, Val MRR:0.44598, icews14_both
2023-06-21 18:45:14,782 - icews14_both - [INFO] - [E:185| 500]: Train Loss:0.001518, Val MRR:0.44598, icews14_both
2023-06-21 18:46:17,334 - icews14_both - [INFO] - [E:185| 600]: Train Loss:0.001518, Val MRR:0.44598, icews14_both
2023-06-21 18:47:19,877 - icews14_both - [INFO] - [E:185| 700]: Train Loss:0.0015181, Val MRR:0.44598, icews14_both
2023-06-21 18:48:22,429 - icews14_both - [INFO] - [E:185| 800]: Train Loss:0.001518, Val MRR:0.44598, icews14_both
2023-06-21 18:49:24,982 - icews14_both - [INFO] - [E:185| 900]: Train Loss:0.0015179, Val MRR:0.44598, icews14_both
2023-06-21 18:50:08,930 - icews14_both - [INFO] - [Epoch:185]: Training Loss:0.001518
2023-06-21 18:50:09,147 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 18:50:22,701 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 18:50:36,048 - icews14_both - [INFO] - [Evaluating Epoch 185 valid]:
MRR: Tail : 0.47039, Head : 0.41652, Avg : 0.44346
2023-06-21 18:50:36,048 - icews14_both - [INFO] - [Epoch 185]: Training Loss: 0.001518, Valid MRR: 0.44598,
2023-06-21 18:50:36,682 - icews14_both - [INFO] - [E:186| 0]: Train Loss:0.0015212, Val MRR:0.44598, icews14_both
2023-06-21 18:51:39,241 - icews14_both - [INFO] - [E:186| 100]: Train Loss:0.0015183, Val MRR:0.44598, icews14_both
2023-06-21 18:52:41,777 - icews14_both - [INFO] - [E:186| 200]: Train Loss:0.0015182, Val MRR:0.44598, icews14_both
2023-06-21 18:53:44,323 - icews14_both - [INFO] - [E:186| 300]: Train Loss:0.0015183, Val MRR:0.44598, icews14_both
2023-06-21 18:54:46,882 - icews14_both - [INFO] - [E:186| 400]: Train Loss:0.001518, Val MRR:0.44598, icews14_both
2023-06-21 18:55:49,418 - icews14_both - [INFO] - [E:186| 500]: Train Loss:0.001518, Val MRR:0.44598, icews14_both
2023-06-21 18:56:51,952 - icews14_both - [INFO] - [E:186| 600]: Train Loss:0.001518, Val MRR:0.44598, icews14_both
2023-06-21 18:57:54,481 - icews14_both - [INFO] - [E:186| 700]: Train Loss:0.0015178, Val MRR:0.44598, icews14_both
2023-06-21 18:58:57,039 - icews14_both - [INFO] - [E:186| 800]: Train Loss:0.0015177, Val MRR:0.44598, icews14_both
2023-06-21 18:59:59,592 - icews14_both - [INFO] - [E:186| 900]: Train Loss:0.0015177, Val MRR:0.44598, icews14_both
2023-06-21 19:00:43,579 - icews14_both - [INFO] - [Epoch:186]: Training Loss:0.001518
2023-06-21 19:00:43,792 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 19:00:57,338 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 19:01:10,674 - icews14_both - [INFO] - [Evaluating Epoch 186 valid]:
MRR: Tail : 0.4764, Head : 0.41789, Avg : 0.44714
2023-06-21 19:01:11,982 - icews14_both - [INFO] - [Epoch 186]: Training Loss: 0.0015177, Valid MRR: 0.44714,
2023-06-21 19:01:12,621 - icews14_both - [INFO] - [E:187| 0]: Train Loss:0.0015156, Val MRR:0.44714, icews14_both
2023-06-21 19:02:15,144 - icews14_both - [INFO] - [E:187| 100]: Train Loss:0.0015168, Val MRR:0.44714, icews14_both
2023-06-21 19:03:17,669 - icews14_both - [INFO] - [E:187| 200]: Train Loss:0.0015176, Val MRR:0.44714, icews14_both
2023-06-21 19:04:20,224 - icews14_both - [INFO] - [E:187| 300]: Train Loss:0.0015175, Val MRR:0.44714, icews14_both
2023-06-21 19:05:22,763 - icews14_both - [INFO] - [E:187| 400]: Train Loss:0.0015173, Val MRR:0.44714, icews14_both
2023-06-21 19:06:25,349 - icews14_both - [INFO] - [E:187| 500]: Train Loss:0.0015174, Val MRR:0.44714, icews14_both
2023-06-21 19:07:27,902 - icews14_both - [INFO] - [E:187| 600]: Train Loss:0.0015172, Val MRR:0.44714, icews14_both
2023-06-21 19:08:30,455 - icews14_both - [INFO] - [E:187| 700]: Train Loss:0.001517, Val MRR:0.44714, icews14_both
2023-06-21 19:09:33,011 - icews14_both - [INFO] - [E:187| 800]: Train Loss:0.0015172, Val MRR:0.44714, icews14_both
2023-06-21 19:10:35,532 - icews14_both - [INFO] - [E:187| 900]: Train Loss:0.0015173, Val MRR:0.44714, icews14_both
2023-06-21 19:11:19,511 - icews14_both - [INFO] - [Epoch:187]: Training Loss:0.001517
2023-06-21 19:11:19,729 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 19:11:33,281 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 19:11:46,632 - icews14_both - [INFO] - [Evaluating Epoch 187 valid]:
MRR: Tail : 0.47247, Head : 0.41659, Avg : 0.44453
2023-06-21 19:11:46,632 - icews14_both - [INFO] - [Epoch 187]: Training Loss: 0.0015174, Valid MRR: 0.44714,
2023-06-21 19:11:47,266 - icews14_both - [INFO] - [E:188| 0]: Train Loss:0.0015059, Val MRR:0.44714, icews14_both
2023-06-21 19:12:49,782 - icews14_both - [INFO] - [E:188| 100]: Train Loss:0.0015163, Val MRR:0.44714, icews14_both
2023-06-21 19:13:52,322 - icews14_both - [INFO] - [E:188| 200]: Train Loss:0.0015169, Val MRR:0.44714, icews14_both
2023-06-21 19:14:54,872 - icews14_both - [INFO] - [E:188| 300]: Train Loss:0.0015165, Val MRR:0.44714, icews14_both
2023-06-21 19:15:57,423 - icews14_both - [INFO] - [E:188| 400]: Train Loss:0.0015167, Val MRR:0.44714, icews14_both
2023-06-21 19:16:59,957 - icews14_both - [INFO] - [E:188| 500]: Train Loss:0.0015171, Val MRR:0.44714, icews14_both
2023-06-21 19:18:02,495 - icews14_both - [INFO] - [E:188| 600]: Train Loss:0.0015168, Val MRR:0.44714, icews14_both
2023-06-21 19:19:05,065 - icews14_both - [INFO] - [E:188| 700]: Train Loss:0.0015168, Val MRR:0.44714, icews14_both
2023-06-21 19:20:07,625 - icews14_both - [INFO] - [E:188| 800]: Train Loss:0.0015168, Val MRR:0.44714, icews14_both
2023-06-21 19:21:10,163 - icews14_both - [INFO] - [E:188| 900]: Train Loss:0.0015167, Val MRR:0.44714, icews14_both
2023-06-21 19:21:54,157 - icews14_both - [INFO] - [Epoch:188]: Training Loss:0.001517
2023-06-21 19:21:54,369 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 19:22:07,916 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 19:22:21,251 - icews14_both - [INFO] - [Evaluating Epoch 188 valid]:
MRR: Tail : 0.47214, Head : 0.41571, Avg : 0.44392
2023-06-21 19:22:21,251 - icews14_both - [INFO] - [Epoch 188]: Training Loss: 0.0015169, Valid MRR: 0.44714,
2023-06-21 19:22:21,886 - icews14_both - [INFO] - [E:189| 0]: Train Loss:0.0015149, Val MRR:0.44714, icews14_both
2023-06-21 19:23:24,436 - icews14_both - [INFO] - [E:189| 100]: Train Loss:0.0015156, Val MRR:0.44714, icews14_both
2023-06-21 19:24:26,959 - icews14_both - [INFO] - [E:189| 200]: Train Loss:0.0015158, Val MRR:0.44714, icews14_both
2023-06-21 19:25:29,506 - icews14_both - [INFO] - [E:189| 300]: Train Loss:0.0015165, Val MRR:0.44714, icews14_both
2023-06-21 19:26:32,042 - icews14_both - [INFO] - [E:189| 400]: Train Loss:0.0015168, Val MRR:0.44714, icews14_both
2023-06-21 19:27:34,587 - icews14_both - [INFO] - [E:189| 500]: Train Loss:0.0015166, Val MRR:0.44714, icews14_both
2023-06-21 19:28:37,123 - icews14_both - [INFO] - [E:189| 600]: Train Loss:0.0015166, Val MRR:0.44714, icews14_both
2023-06-21 19:29:39,654 - icews14_both - [INFO] - [E:189| 700]: Train Loss:0.0015164, Val MRR:0.44714, icews14_both
2023-06-21 19:30:42,207 - icews14_both - [INFO] - [E:189| 800]: Train Loss:0.0015163, Val MRR:0.44714, icews14_both
2023-06-21 19:31:44,761 - icews14_both - [INFO] - [E:189| 900]: Train Loss:0.0015164, Val MRR:0.44714, icews14_both
2023-06-21 19:32:28,735 - icews14_both - [INFO] - [Epoch:189]: Training Loss:0.001516
2023-06-21 19:32:28,947 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 19:32:42,491 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 19:32:55,823 - icews14_both - [INFO] - [Evaluating Epoch 189 valid]:
MRR: Tail : 0.47001, Head : 0.41704, Avg : 0.44353
MR: Tail : 587.46, Head : 694.96, Avg : 641.21
Hit-1: Tail : 0.38386, Head : 0.33236, Avg : 0.35811
Hit-3: Tail : 0.51776, Head : 0.45954, Avg : 0.48865
Hit-10: Tail : 0.62688, Head : 0.57805, Avg : 0.60247
2023-06-21 19:32:55,823 - icews14_both - [INFO] - [Epoch 189]: Training Loss: 0.0015165, Valid MRR: 0.44714,
2023-06-21 19:32:56,461 - icews14_both - [INFO] - [E:190| 0]: Train Loss:0.0015225, Val MRR:0.44714, icews14_both
2023-06-21 19:33:59,001 - icews14_both - [INFO] - [E:190| 100]: Train Loss:0.0015154, Val MRR:0.44714, icews14_both
2023-06-21 19:35:01,510 - icews14_both - [INFO] - [E:190| 200]: Train Loss:0.001516, Val MRR:0.44714, icews14_both
2023-06-21 19:36:04,057 - icews14_both - [INFO] - [E:190| 300]: Train Loss:0.0015161, Val MRR:0.44714, icews14_both
2023-06-21 19:37:06,623 - icews14_both - [INFO] - [E:190| 400]: Train Loss:0.0015162, Val MRR:0.44714, icews14_both
2023-06-21 19:38:09,158 - icews14_both - [INFO] - [E:190| 500]: Train Loss:0.0015162, Val MRR:0.44714, icews14_both
2023-06-21 19:39:11,712 - icews14_both - [INFO] - [E:190| 600]: Train Loss:0.0015163, Val MRR:0.44714, icews14_both
2023-06-21 19:40:14,289 - icews14_both - [INFO] - [E:190| 700]: Train Loss:0.0015164, Val MRR:0.44714, icews14_both
2023-06-21 19:41:16,858 - icews14_both - [INFO] - [E:190| 800]: Train Loss:0.0015163, Val MRR:0.44714, icews14_both
2023-06-21 19:42:19,406 - icews14_both - [INFO] - [E:190| 900]: Train Loss:0.0015163, Val MRR:0.44714, icews14_both
2023-06-21 19:43:03,402 - icews14_both - [INFO] - [Epoch:190]: Training Loss:0.001516
2023-06-21 19:43:03,614 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 19:43:17,162 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 19:43:30,499 - icews14_both - [INFO] - [Evaluating Epoch 190 valid]:
MRR: Tail : 0.47228, Head : 0.41514, Avg : 0.44371
2023-06-21 19:43:30,499 - icews14_both - [INFO] - [Epoch 190]: Training Loss: 0.0015164, Valid MRR: 0.44714,
2023-06-21 19:43:31,134 - icews14_both - [INFO] - [E:191| 0]: Train Loss:0.0015085, Val MRR:0.44714, icews14_both
2023-06-21 19:44:33,697 - icews14_both - [INFO] - [E:191| 100]: Train Loss:0.0015169, Val MRR:0.44714, icews14_both
2023-06-21 19:45:36,258 - icews14_both - [INFO] - [E:191| 200]: Train Loss:0.0015163, Val MRR:0.44714, icews14_both
2023-06-21 19:46:38,817 - icews14_both - [INFO] - [E:191| 300]: Train Loss:0.001516, Val MRR:0.44714, icews14_both
2023-06-21 19:47:41,345 - icews14_both - [INFO] - [E:191| 400]: Train Loss:0.0015158, Val MRR:0.44714, icews14_both
2023-06-21 19:48:43,880 - icews14_both - [INFO] - [E:191| 500]: Train Loss:0.0015157, Val MRR:0.44714, icews14_both
2023-06-21 19:49:46,403 - icews14_both - [INFO] - [E:191| 600]: Train Loss:0.0015155, Val MRR:0.44714, icews14_both
2023-06-21 19:50:48,949 - icews14_both - [INFO] - [E:191| 700]: Train Loss:0.0015157, Val MRR:0.44714, icews14_both
2023-06-21 19:51:51,502 - icews14_both - [INFO] - [E:191| 800]: Train Loss:0.0015158, Val MRR:0.44714, icews14_both
2023-06-21 19:52:54,046 - icews14_both - [INFO] - [E:191| 900]: Train Loss:0.0015159, Val MRR:0.44714, icews14_both
2023-06-21 19:53:38,029 - icews14_both - [INFO] - [Epoch:191]: Training Loss:0.001516
2023-06-21 19:53:38,241 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 19:53:51,789 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 19:54:05,127 - icews14_both - [INFO] - [Evaluating Epoch 191 valid]:
MRR: Tail : 0.47001, Head : 0.41862, Avg : 0.44432
2023-06-21 19:54:05,127 - icews14_both - [INFO] - [Epoch 191]: Training Loss: 0.0015159, Valid MRR: 0.44714,
2023-06-21 19:54:05,763 - icews14_both - [INFO] - [E:192| 0]: Train Loss:0.0015149, Val MRR:0.44714, icews14_both
2023-06-21 19:55:08,319 - icews14_both - [INFO] - [E:192| 100]: Train Loss:0.0015151, Val MRR:0.44714, icews14_both
2023-06-21 19:56:10,856 - icews14_both - [INFO] - [E:192| 200]: Train Loss:0.0015157, Val MRR:0.44714, icews14_both
2023-06-21 19:57:13,400 - icews14_both - [INFO] - [E:192| 300]: Train Loss:0.0015158, Val MRR:0.44714, icews14_both
2023-06-21 19:58:15,936 - icews14_both - [INFO] - [E:192| 400]: Train Loss:0.0015156, Val MRR:0.44714, icews14_both
2023-06-21 19:59:18,495 - icews14_both - [INFO] - [E:192| 500]: Train Loss:0.0015153, Val MRR:0.44714, icews14_both
2023-06-21 20:00:21,031 - icews14_both - [INFO] - [E:192| 600]: Train Loss:0.0015154, Val MRR:0.44714, icews14_both
2023-06-21 20:01:23,590 - icews14_both - [INFO] - [E:192| 700]: Train Loss:0.0015155, Val MRR:0.44714, icews14_both
2023-06-21 20:02:26,140 - icews14_both - [INFO] - [E:192| 800]: Train Loss:0.0015155, Val MRR:0.44714, icews14_both
2023-06-21 20:03:28,690 - icews14_both - [INFO] - [E:192| 900]: Train Loss:0.0015156, Val MRR:0.44714, icews14_both
2023-06-21 20:04:12,662 - icews14_both - [INFO] - [Epoch:192]: Training Loss:0.001516
2023-06-21 20:04:12,875 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 20:04:26,423 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 20:04:39,763 - icews14_both - [INFO] - [Evaluating Epoch 192 valid]:
MRR: Tail : 0.47337, Head : 0.41957, Avg : 0.44647
2023-06-21 20:04:39,763 - icews14_both - [INFO] - [Epoch 192]: Training Loss: 0.0015156, Valid MRR: 0.44714,
2023-06-21 20:04:40,401 - icews14_both - [INFO] - [E:193| 0]: Train Loss:0.0015085, Val MRR:0.44714, icews14_both
2023-06-21 20:05:42,928 - icews14_both - [INFO] - [E:193| 100]: Train Loss:0.0015135, Val MRR:0.44714, icews14_both
2023-06-21 20:06:45,475 - icews14_both - [INFO] - [E:193| 200]: Train Loss:0.0015142, Val MRR:0.44714, icews14_both
2023-06-21 20:07:48,014 - icews14_both - [INFO] - [E:193| 300]: Train Loss:0.0015145, Val MRR:0.44714, icews14_both
2023-06-21 20:08:50,567 - icews14_both - [INFO] - [E:193| 400]: Train Loss:0.0015149, Val MRR:0.44714, icews14_both
2023-06-21 20:09:53,120 - icews14_both - [INFO] - [E:193| 500]: Train Loss:0.0015153, Val MRR:0.44714, icews14_both
2023-06-21 20:10:55,674 - icews14_both - [INFO] - [E:193| 600]: Train Loss:0.0015151, Val MRR:0.44714, icews14_both
2023-06-21 20:11:58,234 - icews14_both - [INFO] - [E:193| 700]: Train Loss:0.0015151, Val MRR:0.44714, icews14_both
2023-06-21 20:13:00,769 - icews14_both - [INFO] - [E:193| 800]: Train Loss:0.0015152, Val MRR:0.44714, icews14_both
2023-06-21 20:14:03,270 - icews14_both - [INFO] - [E:193| 900]: Train Loss:0.0015152, Val MRR:0.44714, icews14_both
2023-06-21 20:14:47,260 - icews14_both - [INFO] - [Epoch:193]: Training Loss:0.001515
2023-06-21 20:14:47,472 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 20:15:01,016 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 20:15:14,351 - icews14_both - [INFO] - [Evaluating Epoch 193 valid]:
MRR: Tail : 0.47471, Head : 0.41986, Avg : 0.44728
2023-06-21 20:15:15,646 - icews14_both - [INFO] - [Epoch 193]: Training Loss: 0.0015152, Valid MRR: 0.44728,
2023-06-21 20:15:16,283 - icews14_both - [INFO] - [E:194| 0]: Train Loss:0.0015268, Val MRR:0.44728, icews14_both
2023-06-21 20:16:18,832 - icews14_both - [INFO] - [E:194| 100]: Train Loss:0.0015133, Val MRR:0.44728, icews14_both
2023-06-21 20:17:21,374 - icews14_both - [INFO] - [E:194| 200]: Train Loss:0.0015137, Val MRR:0.44728, icews14_both
2023-06-21 20:18:23,935 - icews14_both - [INFO] - [E:194| 300]: Train Loss:0.0015145, Val MRR:0.44728, icews14_both
2023-06-21 20:19:26,482 - icews14_both - [INFO] - [E:194| 400]: Train Loss:0.0015145, Val MRR:0.44728, icews14_both
2023-06-21 20:20:29,035 - icews14_both - [INFO] - [E:194| 500]: Train Loss:0.0015146, Val MRR:0.44728, icews14_both
2023-06-21 20:21:31,575 - icews14_both - [INFO] - [E:194| 600]: Train Loss:0.0015148, Val MRR:0.44728, icews14_both
2023-06-21 20:22:34,099 - icews14_both - [INFO] - [E:194| 700]: Train Loss:0.0015147, Val MRR:0.44728, icews14_both
2023-06-21 20:23:36,634 - icews14_both - [INFO] - [E:194| 800]: Train Loss:0.0015148, Val MRR:0.44728, icews14_both
2023-06-21 20:24:39,180 - icews14_both - [INFO] - [E:194| 900]: Train Loss:0.0015148, Val MRR:0.44728, icews14_both
2023-06-21 20:25:23,143 - icews14_both - [INFO] - [Epoch:194]: Training Loss:0.001515
2023-06-21 20:25:23,356 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 20:25:36,909 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 20:25:50,243 - icews14_both - [INFO] - [Evaluating Epoch 194 valid]:
MRR: Tail : 0.47251, Head : 0.41695, Avg : 0.44473
2023-06-21 20:25:50,243 - icews14_both - [INFO] - [Epoch 194]: Training Loss: 0.0015149, Valid MRR: 0.44728,
2023-06-21 20:25:50,884 - icews14_both - [INFO] - [E:195| 0]: Train Loss:0.0015025, Val MRR:0.44728, icews14_both
2023-06-21 20:26:53,391 - icews14_both - [INFO] - [E:195| 100]: Train Loss:0.0015143, Val MRR:0.44728, icews14_both
2023-06-21 20:27:55,934 - icews14_both - [INFO] - [E:195| 200]: Train Loss:0.0015147, Val MRR:0.44728, icews14_both
2023-06-21 20:28:58,480 - icews14_both - [INFO] - [E:195| 300]: Train Loss:0.0015142, Val MRR:0.44728, icews14_both
2023-06-21 20:30:01,014 - icews14_both - [INFO] - [E:195| 400]: Train Loss:0.0015142, Val MRR:0.44728, icews14_both
2023-06-21 20:31:03,545 - icews14_both - [INFO] - [E:195| 500]: Train Loss:0.001514, Val MRR:0.44728, icews14_both
2023-06-21 20:32:06,080 - icews14_both - [INFO] - [E:195| 600]: Train Loss:0.0015143, Val MRR:0.44728, icews14_both
2023-06-21 20:33:08,615 - icews14_both - [INFO] - [E:195| 700]: Train Loss:0.0015144, Val MRR:0.44728, icews14_both
2023-06-21 20:34:11,157 - icews14_both - [INFO] - [E:195| 800]: Train Loss:0.0015145, Val MRR:0.44728, icews14_both
2023-06-21 20:35:13,703 - icews14_both - [INFO] - [E:195| 900]: Train Loss:0.0015146, Val MRR:0.44728, icews14_both
2023-06-21 20:35:57,680 - icews14_both - [INFO] - [Epoch:195]: Training Loss:0.001515
2023-06-21 20:35:57,892 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 20:36:11,434 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 20:36:24,766 - icews14_both - [INFO] - [Evaluating Epoch 195 valid]:
MRR: Tail : 0.47578, Head : 0.42401, Avg : 0.44989
2023-06-21 20:36:25,986 - icews14_both - [INFO] - [Epoch 195]: Training Loss: 0.0015146, Valid MRR: 0.44989,
2023-06-21 20:36:26,622 - icews14_both - [INFO] - [E:196| 0]: Train Loss:0.0015298, Val MRR:0.44989, icews14_both
2023-06-21 20:37:29,143 - icews14_both - [INFO] - [E:196| 100]: Train Loss:0.0015148, Val MRR:0.44989, icews14_both
2023-06-21 20:38:31,656 - icews14_both - [INFO] - [E:196| 200]: Train Loss:0.0015149, Val MRR:0.44989, icews14_both
2023-06-21 20:39:34,172 - icews14_both - [INFO] - [E:196| 300]: Train Loss:0.0015143, Val MRR:0.44989, icews14_both
2023-06-21 20:40:36,678 - icews14_both - [INFO] - [E:196| 400]: Train Loss:0.0015138, Val MRR:0.44989, icews14_both
2023-06-21 20:41:39,218 - icews14_both - [INFO] - [E:196| 500]: Train Loss:0.001514, Val MRR:0.44989, icews14_both
2023-06-21 20:42:41,747 - icews14_both - [INFO] - [E:196| 600]: Train Loss:0.001514, Val MRR:0.44989, icews14_both
2023-06-21 20:43:44,287 - icews14_both - [INFO] - [E:196| 700]: Train Loss:0.0015141, Val MRR:0.44989, icews14_both
2023-06-21 20:44:46,811 - icews14_both - [INFO] - [E:196| 800]: Train Loss:0.0015141, Val MRR:0.44989, icews14_both
2023-06-21 20:45:49,383 - icews14_both - [INFO] - [E:196| 900]: Train Loss:0.0015141, Val MRR:0.44989, icews14_both
2023-06-21 20:46:33,338 - icews14_both - [INFO] - [Epoch:196]: Training Loss:0.001514
2023-06-21 20:46:33,550 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 20:46:47,117 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 20:47:00,454 - icews14_both - [INFO] - [Evaluating Epoch 196 valid]:
MRR: Tail : 0.47446, Head : 0.41815, Avg : 0.4463
2023-06-21 20:47:00,454 - icews14_both - [INFO] - [Epoch 196]: Training Loss: 0.0015141, Valid MRR: 0.44989,
2023-06-21 20:47:01,092 - icews14_both - [INFO] - [E:197| 0]: Train Loss:0.0015162, Val MRR:0.44989, icews14_both
2023-06-21 20:48:03,632 - icews14_both - [INFO] - [E:197| 100]: Train Loss:0.0015129, Val MRR:0.44989, icews14_both
2023-06-21 20:49:06,181 - icews14_both - [INFO] - [E:197| 200]: Train Loss:0.001513, Val MRR:0.44989, icews14_both
2023-06-21 20:50:08,713 - icews14_both - [INFO] - [E:197| 300]: Train Loss:0.0015127, Val MRR:0.44989, icews14_both
2023-06-21 20:51:11,244 - icews14_both - [INFO] - [E:197| 400]: Train Loss:0.0015129, Val MRR:0.44989, icews14_both
2023-06-21 20:52:13,799 - icews14_both - [INFO] - [E:197| 500]: Train Loss:0.0015131, Val MRR:0.44989, icews14_both
2023-06-21 20:53:16,339 - icews14_both - [INFO] - [E:197| 600]: Train Loss:0.0015133, Val MRR:0.44989, icews14_both
2023-06-21 20:54:18,880 - icews14_both - [INFO] - [E:197| 700]: Train Loss:0.0015132, Val MRR:0.44989, icews14_both
2023-06-21 20:55:21,433 - icews14_both - [INFO] - [E:197| 800]: Train Loss:0.0015134, Val MRR:0.44989, icews14_both
2023-06-21 20:56:23,993 - icews14_both - [INFO] - [E:197| 900]: Train Loss:0.0015135, Val MRR:0.44989, icews14_both
2023-06-21 20:57:07,972 - icews14_both - [INFO] - [Epoch:197]: Training Loss:0.001514
2023-06-21 20:57:08,185 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 20:57:21,735 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 20:57:35,070 - icews14_both - [INFO] - [Evaluating Epoch 197 valid]:
MRR: Tail : 0.47577, Head : 0.41727, Avg : 0.44652
2023-06-21 20:57:35,070 - icews14_both - [INFO] - [Epoch 197]: Training Loss: 0.0015136, Valid MRR: 0.44989,
2023-06-21 20:57:35,705 - icews14_both - [INFO] - [E:198| 0]: Train Loss:0.0015347, Val MRR:0.44989, icews14_both
2023-06-21 20:58:38,235 - icews14_both - [INFO] - [E:198| 100]: Train Loss:0.0015152, Val MRR:0.44989, icews14_both
2023-06-21 20:59:40,771 - icews14_both - [INFO] - [E:198| 200]: Train Loss:0.0015138, Val MRR:0.44989, icews14_both
2023-06-21 21:00:43,326 - icews14_both - [INFO] - [E:198| 300]: Train Loss:0.0015139, Val MRR:0.44989, icews14_both
2023-06-21 21:01:45,885 - icews14_both - [INFO] - [E:198| 400]: Train Loss:0.0015137, Val MRR:0.44989, icews14_both
2023-06-21 21:02:48,443 - icews14_both - [INFO] - [E:198| 500]: Train Loss:0.0015134, Val MRR:0.44989, icews14_both
2023-06-21 21:03:50,995 - icews14_both - [INFO] - [E:198| 600]: Train Loss:0.0015134, Val MRR:0.44989, icews14_both
2023-06-21 21:04:53,530 - icews14_both - [INFO] - [E:198| 700]: Train Loss:0.0015133, Val MRR:0.44989, icews14_both
2023-06-21 21:05:56,060 - icews14_both - [INFO] - [E:198| 800]: Train Loss:0.0015134, Val MRR:0.44989, icews14_both
2023-06-21 21:06:58,566 - icews14_both - [INFO] - [E:198| 900]: Train Loss:0.0015134, Val MRR:0.44989, icews14_both
2023-06-21 21:07:42,531 - icews14_both - [INFO] - [Epoch:198]: Training Loss:0.001514
2023-06-21 21:07:42,744 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 21:07:56,291 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 21:08:09,632 - icews14_both - [INFO] - [Evaluating Epoch 198 valid]:
MRR: Tail : 0.47449, Head : 0.4186, Avg : 0.44655
2023-06-21 21:08:09,632 - icews14_both - [INFO] - [Epoch 198]: Training Loss: 0.0015135, Valid MRR: 0.44989,
2023-06-21 21:08:10,268 - icews14_both - [INFO] - [E:199| 0]: Train Loss:0.0015025, Val MRR:0.44989, icews14_both
2023-06-21 21:09:12,800 - icews14_both - [INFO] - [E:199| 100]: Train Loss:0.0015143, Val MRR:0.44989, icews14_both
2023-06-21 21:10:15,333 - icews14_both - [INFO] - [E:199| 200]: Train Loss:0.0015133, Val MRR:0.44989, icews14_both
2023-06-21 21:11:17,861 - icews14_both - [INFO] - [E:199| 300]: Train Loss:0.0015136, Val MRR:0.44989, icews14_both
2023-06-21 21:12:20,407 - icews14_both - [INFO] - [E:199| 400]: Train Loss:0.0015134, Val MRR:0.44989, icews14_both
2023-06-21 21:13:22,958 - icews14_both - [INFO] - [E:199| 500]: Train Loss:0.0015133, Val MRR:0.44989, icews14_both
2023-06-21 21:14:25,504 - icews14_both - [INFO] - [E:199| 600]: Train Loss:0.001513, Val MRR:0.44989, icews14_both
2023-06-21 21:15:28,058 - icews14_both - [INFO] - [E:199| 700]: Train Loss:0.001513, Val MRR:0.44989, icews14_both
2023-06-21 21:16:30,615 - icews14_both - [INFO] - [E:199| 800]: Train Loss:0.001513, Val MRR:0.44989, icews14_both
2023-06-21 21:17:33,174 - icews14_both - [INFO] - [E:199| 900]: Train Loss:0.001513, Val MRR:0.44989, icews14_both
2023-06-21 21:18:17,158 - icews14_both - [INFO] - [Epoch:199]: Training Loss:0.001513
2023-06-21 21:18:17,370 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 21:18:30,918 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 21:18:44,256 - icews14_both - [INFO] - [Evaluating Epoch 199 valid]:
MRR: Tail : 0.47041, Head : 0.41703, Avg : 0.44372
MR: Tail : 585.68, Head : 688.76, Avg : 637.22
Hit-1: Tail : 0.38643, Head : 0.33309, Avg : 0.35976
Hit-3: Tail : 0.51605, Head : 0.45612, Avg : 0.48609
Hit-10: Tail : 0.62627, Head : 0.57708, Avg : 0.60167
2023-06-21 21:18:44,256 - icews14_both - [INFO] - [Epoch 199]: Training Loss: 0.001513, Valid MRR: 0.44989,
2023-06-21 21:18:44,893 - icews14_both - [INFO] - [E:200| 0]: Train Loss:0.0015049, Val MRR:0.44989, icews14_both
2023-06-21 21:19:47,421 - icews14_both - [INFO] - [E:200| 100]: Train Loss:0.0015131, Val MRR:0.44989, icews14_both
2023-06-21 21:20:49,945 - icews14_both - [INFO] - [E:200| 200]: Train Loss:0.0015126, Val MRR:0.44989, icews14_both
2023-06-21 21:21:52,501 - icews14_both - [INFO] - [E:200| 300]: Train Loss:0.0015125, Val MRR:0.44989, icews14_both
2023-06-21 21:22:55,052 - icews14_both - [INFO] - [E:200| 400]: Train Loss:0.0015124, Val MRR:0.44989, icews14_both
2023-06-21 21:23:57,592 - icews14_both - [INFO] - [E:200| 500]: Train Loss:0.0015124, Val MRR:0.44989, icews14_both
2023-06-21 21:25:00,126 - icews14_both - [INFO] - [E:200| 600]: Train Loss:0.0015123, Val MRR:0.44989, icews14_both
2023-06-21 21:26:02,692 - icews14_both - [INFO] - [E:200| 700]: Train Loss:0.0015124, Val MRR:0.44989, icews14_both
2023-06-21 21:27:05,230 - icews14_both - [INFO] - [E:200| 800]: Train Loss:0.0015126, Val MRR:0.44989, icews14_both
2023-06-21 21:28:07,788 - icews14_both - [INFO] - [E:200| 900]: Train Loss:0.0015127, Val MRR:0.44989, icews14_both
2023-06-21 21:28:51,766 - icews14_both - [INFO] - [Epoch:200]: Training Loss:0.001513
2023-06-21 21:28:51,978 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 21:29:05,528 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 21:29:18,880 - icews14_both - [INFO] - [Evaluating Epoch 200 valid]:
MRR: Tail : 0.47592, Head : 0.42044, Avg : 0.44818
2023-06-21 21:29:18,880 - icews14_both - [INFO] - [Epoch 200]: Training Loss: 0.0015129, Valid MRR: 0.44989,
2023-06-21 21:29:19,518 - icews14_both - [INFO] - [E:201| 0]: Train Loss:0.0015135, Val MRR:0.44989, icews14_both
2023-06-21 21:30:22,033 - icews14_both - [INFO] - [E:201| 100]: Train Loss:0.0015117, Val MRR:0.44989, icews14_both
2023-06-21 21:31:24,560 - icews14_both - [INFO] - [E:201| 200]: Train Loss:0.0015122, Val MRR:0.44989, icews14_both
2023-06-21 21:32:27,102 - icews14_both - [INFO] - [E:201| 300]: Train Loss:0.0015124, Val MRR:0.44989, icews14_both
2023-06-21 21:33:29,628 - icews14_both - [INFO] - [E:201| 400]: Train Loss:0.0015123, Val MRR:0.44989, icews14_both
2023-06-21 21:34:32,172 - icews14_both - [INFO] - [E:201| 500]: Train Loss:0.0015124, Val MRR:0.44989, icews14_both
2023-06-21 21:35:34,707 - icews14_both - [INFO] - [E:201| 600]: Train Loss:0.0015123, Val MRR:0.44989, icews14_both
2023-06-21 21:36:37,269 - icews14_both - [INFO] - [E:201| 700]: Train Loss:0.0015126, Val MRR:0.44989, icews14_both
2023-06-21 21:37:39,817 - icews14_both - [INFO] - [E:201| 800]: Train Loss:0.0015125, Val MRR:0.44989, icews14_both
2023-06-21 21:38:42,356 - icews14_both - [INFO] - [E:201| 900]: Train Loss:0.0015125, Val MRR:0.44989, icews14_both
2023-06-21 21:39:26,344 - icews14_both - [INFO] - [Epoch:201]: Training Loss:0.001513
2023-06-21 21:39:26,556 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 21:39:40,097 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 21:39:53,432 - icews14_both - [INFO] - [Evaluating Epoch 201 valid]:
MRR: Tail : 0.47304, Head : 0.42056, Avg : 0.4468
2023-06-21 21:39:53,432 - icews14_both - [INFO] - [Epoch 201]: Training Loss: 0.0015126, Valid MRR: 0.44989,
2023-06-21 21:39:54,065 - icews14_both - [INFO] - [E:202| 0]: Train Loss:0.0015021, Val MRR:0.44989, icews14_both
2023-06-21 21:40:56,618 - icews14_both - [INFO] - [E:202| 100]: Train Loss:0.0015115, Val MRR:0.44989, icews14_both
2023-06-21 21:41:59,169 - icews14_both - [INFO] - [E:202| 200]: Train Loss:0.0015118, Val MRR:0.44989, icews14_both
2023-06-21 21:43:01,719 - icews14_both - [INFO] - [E:202| 300]: Train Loss:0.0015115, Val MRR:0.44989, icews14_both
2023-06-21 21:44:04,285 - icews14_both - [INFO] - [E:202| 400]: Train Loss:0.0015119, Val MRR:0.44989, icews14_both
2023-06-21 21:45:06,846 - icews14_both - [INFO] - [E:202| 500]: Train Loss:0.0015122, Val MRR:0.44989, icews14_both
2023-06-21 21:46:09,415 - icews14_both - [INFO] - [E:202| 600]: Train Loss:0.0015121, Val MRR:0.44989, icews14_both
2023-06-21 21:47:11,968 - icews14_both - [INFO] - [E:202| 700]: Train Loss:0.0015123, Val MRR:0.44989, icews14_both
2023-06-21 21:48:14,513 - icews14_both - [INFO] - [E:202| 800]: Train Loss:0.0015123, Val MRR:0.44989, icews14_both
2023-06-21 21:49:17,049 - icews14_both - [INFO] - [E:202| 900]: Train Loss:0.0015124, Val MRR:0.44989, icews14_both
2023-06-21 21:50:01,011 - icews14_both - [INFO] - [Epoch:202]: Training Loss:0.001512
2023-06-21 21:50:01,223 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 21:50:14,772 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 21:50:28,115 - icews14_both - [INFO] - [Evaluating Epoch 202 valid]:
MRR: Tail : 0.47145, Head : 0.41939, Avg : 0.44542
2023-06-21 21:50:28,115 - icews14_both - [INFO] - [Epoch 202]: Training Loss: 0.0015123, Valid MRR: 0.44989,
2023-06-21 21:50:28,749 - icews14_both - [INFO] - [E:203| 0]: Train Loss:0.0015207, Val MRR:0.44989, icews14_both
2023-06-21 21:51:31,292 - icews14_both - [INFO] - [E:203| 100]: Train Loss:0.00151, Val MRR:0.44989, icews14_both
2023-06-21 21:52:33,840 - icews14_both - [INFO] - [E:203| 200]: Train Loss:0.0015106, Val MRR:0.44989, icews14_both
2023-06-21 21:53:36,397 - icews14_both - [INFO] - [E:203| 300]: Train Loss:0.0015113, Val MRR:0.44989, icews14_both
2023-06-21 21:54:38,945 - icews14_both - [INFO] - [E:203| 400]: Train Loss:0.0015115, Val MRR:0.44989, icews14_both
2023-06-21 21:55:41,514 - icews14_both - [INFO] - [E:203| 500]: Train Loss:0.0015115, Val MRR:0.44989, icews14_both
2023-06-21 21:56:44,066 - icews14_both - [INFO] - [E:203| 600]: Train Loss:0.0015117, Val MRR:0.44989, icews14_both
2023-06-21 21:57:46,600 - icews14_both - [INFO] - [E:203| 700]: Train Loss:0.0015117, Val MRR:0.44989, icews14_both
2023-06-21 21:58:49,136 - icews14_both - [INFO] - [E:203| 800]: Train Loss:0.0015118, Val MRR:0.44989, icews14_both
2023-06-21 21:59:51,689 - icews14_both - [INFO] - [E:203| 900]: Train Loss:0.0015118, Val MRR:0.44989, icews14_both
2023-06-21 22:00:35,652 - icews14_both - [INFO] - [Epoch:203]: Training Loss:0.001512
2023-06-21 22:00:35,865 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 22:00:49,414 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 22:01:02,752 - icews14_both - [INFO] - [Evaluating Epoch 203 valid]:
MRR: Tail : 0.47605, Head : 0.4191, Avg : 0.44757
2023-06-21 22:01:02,752 - icews14_both - [INFO] - [Epoch 203]: Training Loss: 0.001512, Valid MRR: 0.44989,
2023-06-21 22:01:03,386 - icews14_both - [INFO] - [E:204| 0]: Train Loss:0.001505, Val MRR:0.44989, icews14_both
2023-06-21 22:02:05,939 - icews14_both - [INFO] - [E:204| 100]: Train Loss:0.0015096, Val MRR:0.44989, icews14_both
2023-06-21 22:03:08,469 - icews14_both - [INFO] - [E:204| 200]: Train Loss:0.0015097, Val MRR:0.44989, icews14_both
2023-06-21 22:04:11,015 - icews14_both - [INFO] - [E:204| 300]: Train Loss:0.0015103, Val MRR:0.44989, icews14_both
2023-06-21 22:05:13,567 - icews14_both - [INFO] - [E:204| 400]: Train Loss:0.0015106, Val MRR:0.44989, icews14_both
2023-06-21 22:06:16,093 - icews14_both - [INFO] - [E:204| 500]: Train Loss:0.0015106, Val MRR:0.44989, icews14_both
2023-06-21 22:07:18,635 - icews14_both - [INFO] - [E:204| 600]: Train Loss:0.0015109, Val MRR:0.44989, icews14_both
2023-06-21 22:08:21,173 - icews14_both - [INFO] - [E:204| 700]: Train Loss:0.0015112, Val MRR:0.44989, icews14_both
2023-06-21 22:09:23,716 - icews14_both - [INFO] - [E:204| 800]: Train Loss:0.0015113, Val MRR:0.44989, icews14_both
2023-06-21 22:10:26,258 - icews14_both - [INFO] - [E:204| 900]: Train Loss:0.0015114, Val MRR:0.44989, icews14_both
2023-06-21 22:11:10,222 - icews14_both - [INFO] - [Epoch:204]: Training Loss:0.001511
2023-06-21 22:11:10,434 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 22:11:23,981 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 22:11:37,323 - icews14_both - [INFO] - [Evaluating Epoch 204 valid]:
MRR: Tail : 0.47497, Head : 0.42227, Avg : 0.44862
2023-06-21 22:11:37,323 - icews14_both - [INFO] - [Epoch 204]: Training Loss: 0.0015114, Valid MRR: 0.44989,
2023-06-21 22:11:37,959 - icews14_both - [INFO] - [E:205| 0]: Train Loss:0.0015128, Val MRR:0.44989, icews14_both
2023-06-21 22:12:40,512 - icews14_both - [INFO] - [E:205| 100]: Train Loss:0.00151, Val MRR:0.44989, icews14_both
2023-06-21 22:13:43,060 - icews14_both - [INFO] - [E:205| 200]: Train Loss:0.0015114, Val MRR:0.44989, icews14_both
2023-06-21 22:14:45,617 - icews14_both - [INFO] - [E:205| 300]: Train Loss:0.0015118, Val MRR:0.44989, icews14_both
2023-06-21 22:15:48,150 - icews14_both - [INFO] - [E:205| 400]: Train Loss:0.0015117, Val MRR:0.44989, icews14_both
2023-06-21 22:16:50,698 - icews14_both - [INFO] - [E:205| 500]: Train Loss:0.0015113, Val MRR:0.44989, icews14_both
2023-06-21 22:17:53,247 - icews14_both - [INFO] - [E:205| 600]: Train Loss:0.0015111, Val MRR:0.44989, icews14_both
2023-06-21 22:18:55,801 - icews14_both - [INFO] - [E:205| 700]: Train Loss:0.0015112, Val MRR:0.44989, icews14_both
2023-06-21 22:19:58,334 - icews14_both - [INFO] - [E:205| 800]: Train Loss:0.0015115, Val MRR:0.44989, icews14_both
2023-06-21 22:21:00,847 - icews14_both - [INFO] - [E:205| 900]: Train Loss:0.0015115, Val MRR:0.44989, icews14_both
2023-06-21 22:21:44,818 - icews14_both - [INFO] - [Epoch:205]: Training Loss:0.001512
2023-06-21 22:21:45,029 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 22:21:58,579 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 22:22:11,920 - icews14_both - [INFO] - [Evaluating Epoch 205 valid]:
MRR: Tail : 0.47382, Head : 0.42048, Avg : 0.44715
2023-06-21 22:22:11,921 - icews14_both - [INFO] - [Epoch 205]: Training Loss: 0.0015116, Valid MRR: 0.44989,
2023-06-21 22:22:12,556 - icews14_both - [INFO] - [E:206| 0]: Train Loss:0.001511, Val MRR:0.44989, icews14_both
2023-06-21 22:23:15,080 - icews14_both - [INFO] - [E:206| 100]: Train Loss:0.0015112, Val MRR:0.44989, icews14_both
2023-06-21 22:24:17,614 - icews14_both - [INFO] - [E:206| 200]: Train Loss:0.0015113, Val MRR:0.44989, icews14_both
2023-06-21 22:25:20,150 - icews14_both - [INFO] - [E:206| 300]: Train Loss:0.0015109, Val MRR:0.44989, icews14_both
2023-06-21 22:26:22,673 - icews14_both - [INFO] - [E:206| 400]: Train Loss:0.0015111, Val MRR:0.44989, icews14_both
2023-06-21 22:27:25,208 - icews14_both - [INFO] - [E:206| 500]: Train Loss:0.0015107, Val MRR:0.44989, icews14_both
2023-06-21 22:28:27,734 - icews14_both - [INFO] - [E:206| 600]: Train Loss:0.0015106, Val MRR:0.44989, icews14_both
2023-06-21 22:29:30,272 - icews14_both - [INFO] - [E:206| 700]: Train Loss:0.0015108, Val MRR:0.44989, icews14_both
2023-06-21 22:30:32,837 - icews14_both - [INFO] - [E:206| 800]: Train Loss:0.0015111, Val MRR:0.44989, icews14_both
2023-06-21 22:31:35,373 - icews14_both - [INFO] - [E:206| 900]: Train Loss:0.001511, Val MRR:0.44989, icews14_both
2023-06-21 22:32:19,358 - icews14_both - [INFO] - [Epoch:206]: Training Loss:0.001511
2023-06-21 22:32:19,570 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 22:32:33,121 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 22:32:46,461 - icews14_both - [INFO] - [Evaluating Epoch 206 valid]:
MRR: Tail : 0.46926, Head : 0.41546, Avg : 0.44236
2023-06-21 22:32:46,462 - icews14_both - [INFO] - [Epoch 206]: Training Loss: 0.0015111, Valid MRR: 0.44989,
2023-06-21 22:32:47,097 - icews14_both - [INFO] - [E:207| 0]: Train Loss:0.0015175, Val MRR:0.44989, icews14_both
2023-06-21 22:33:49,638 - icews14_both - [INFO] - [E:207| 100]: Train Loss:0.0015094, Val MRR:0.44989, icews14_both
2023-06-21 22:34:52,157 - icews14_both - [INFO] - [E:207| 200]: Train Loss:0.0015097, Val MRR:0.44989, icews14_both
2023-06-21 22:35:54,683 - icews14_both - [INFO] - [E:207| 300]: Train Loss:0.0015096, Val MRR:0.44989, icews14_both
2023-06-21 22:36:57,192 - icews14_both - [INFO] - [E:207| 400]: Train Loss:0.0015096, Val MRR:0.44989, icews14_both
2023-06-21 22:37:59,699 - icews14_both - [INFO] - [E:207| 500]: Train Loss:0.0015098, Val MRR:0.44989, icews14_both
2023-06-21 22:39:02,201 - icews14_both - [INFO] - [E:207| 600]: Train Loss:0.00151, Val MRR:0.44989, icews14_both
2023-06-21 22:40:04,743 - icews14_both - [INFO] - [E:207| 700]: Train Loss:0.0015102, Val MRR:0.44989, icews14_both
2023-06-21 22:41:07,281 - icews14_both - [INFO] - [E:207| 800]: Train Loss:0.0015104, Val MRR:0.44989, icews14_both
2023-06-21 22:42:09,818 - icews14_both - [INFO] - [E:207| 900]: Train Loss:0.0015106, Val MRR:0.44989, icews14_both
2023-06-21 22:42:53,780 - icews14_both - [INFO] - [Epoch:207]: Training Loss:0.001511
2023-06-21 22:42:53,992 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 22:43:07,539 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 22:43:20,873 - icews14_both - [INFO] - [Evaluating Epoch 207 valid]:
MRR: Tail : 0.47555, Head : 0.42041, Avg : 0.44798
2023-06-21 22:43:20,874 - icews14_both - [INFO] - [Epoch 207]: Training Loss: 0.0015106, Valid MRR: 0.44989,
2023-06-21 22:43:21,509 - icews14_both - [INFO] - [E:208| 0]: Train Loss:0.00151, Val MRR:0.44989, icews14_both
2023-06-21 22:44:24,033 - icews14_both - [INFO] - [E:208| 100]: Train Loss:0.0015091, Val MRR:0.44989, icews14_both
2023-06-21 22:45:26,557 - icews14_both - [INFO] - [E:208| 200]: Train Loss:0.001509, Val MRR:0.44989, icews14_both
2023-06-21 22:46:29,079 - icews14_both - [INFO] - [E:208| 300]: Train Loss:0.0015096, Val MRR:0.44989, icews14_both
2023-06-21 22:47:31,583 - icews14_both - [INFO] - [E:208| 400]: Train Loss:0.0015097, Val MRR:0.44989, icews14_both
2023-06-21 22:48:34,101 - icews14_both - [INFO] - [E:208| 500]: Train Loss:0.0015101, Val MRR:0.44989, icews14_both
2023-06-21 22:49:36,616 - icews14_both - [INFO] - [E:208| 600]: Train Loss:0.0015102, Val MRR:0.44989, icews14_both
2023-06-21 22:50:39,122 - icews14_both - [INFO] - [E:208| 700]: Train Loss:0.0015103, Val MRR:0.44989, icews14_both
2023-06-21 22:51:41,651 - icews14_both - [INFO] - [E:208| 800]: Train Loss:0.0015103, Val MRR:0.44989, icews14_both
2023-06-21 22:52:44,175 - icews14_both - [INFO] - [E:208| 900]: Train Loss:0.0015103, Val MRR:0.44989, icews14_both
2023-06-21 22:53:28,137 - icews14_both - [INFO] - [Epoch:208]: Training Loss:0.00151
2023-06-21 22:53:28,350 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 22:53:41,896 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 22:53:55,237 - icews14_both - [INFO] - [Evaluating Epoch 208 valid]:
MRR: Tail : 0.47332, Head : 0.41743, Avg : 0.44537
2023-06-21 22:53:55,237 - icews14_both - [INFO] - [Epoch 208]: Training Loss: 0.0015105, Valid MRR: 0.44989,
2023-06-21 22:53:55,874 - icews14_both - [INFO] - [E:209| 0]: Train Loss:0.0015122, Val MRR:0.44989, icews14_both
2023-06-21 22:54:58,416 - icews14_both - [INFO] - [E:209| 100]: Train Loss:0.0015108, Val MRR:0.44989, icews14_both
2023-06-21 22:56:00,960 - icews14_both - [INFO] - [E:209| 200]: Train Loss:0.0015106, Val MRR:0.44989, icews14_both
2023-06-21 22:57:03,487 - icews14_both - [INFO] - [E:209| 300]: Train Loss:0.0015104, Val MRR:0.44989, icews14_both
2023-06-21 22:58:06,016 - icews14_both - [INFO] - [E:209| 400]: Train Loss:0.0015105, Val MRR:0.44989, icews14_both
2023-06-21 22:59:08,557 - icews14_both - [INFO] - [E:209| 500]: Train Loss:0.0015108, Val MRR:0.44989, icews14_both
2023-06-21 23:00:11,067 - icews14_both - [INFO] - [E:209| 600]: Train Loss:0.0015107, Val MRR:0.44989, icews14_both
2023-06-21 23:01:13,592 - icews14_both - [INFO] - [E:209| 700]: Train Loss:0.0015105, Val MRR:0.44989, icews14_both
2023-06-21 23:02:16,146 - icews14_both - [INFO] - [E:209| 800]: Train Loss:0.0015104, Val MRR:0.44989, icews14_both
2023-06-21 23:03:18,653 - icews14_both - [INFO] - [E:209| 900]: Train Loss:0.0015105, Val MRR:0.44989, icews14_both
2023-06-21 23:04:02,614 - icews14_both - [INFO] - [Epoch:209]: Training Loss:0.001511
2023-06-21 23:04:02,826 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 23:04:16,372 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 23:04:29,717 - icews14_both - [INFO] - [Evaluating Epoch 209 valid]:
MRR: Tail : 0.47263, Head : 0.42109, Avg : 0.44686
MR: Tail : 591.78, Head : 698.64, Avg : 645.21
Hit-1: Tail : 0.38789, Head : 0.33785, Avg : 0.36287
Hit-3: Tail : 0.52032, Head : 0.45917, Avg : 0.48975
Hit-10: Tail : 0.62846, Head : 0.58306, Avg : 0.60576
2023-06-21 23:04:29,718 - icews14_both - [INFO] - [Epoch 209]: Training Loss: 0.0015106, Valid MRR: 0.44989,
2023-06-21 23:04:30,351 - icews14_both - [INFO] - [E:210| 0]: Train Loss:0.001505, Val MRR:0.44989, icews14_both
2023-06-21 23:05:32,893 - icews14_both - [INFO] - [E:210| 100]: Train Loss:0.0015102, Val MRR:0.44989, icews14_both
2023-06-21 23:06:35,406 - icews14_both - [INFO] - [E:210| 200]: Train Loss:0.0015093, Val MRR:0.44989, icews14_both
2023-06-21 23:07:37,944 - icews14_both - [INFO] - [E:210| 300]: Train Loss:0.0015097, Val MRR:0.44989, icews14_both
2023-06-21 23:08:40,486 - icews14_both - [INFO] - [E:210| 400]: Train Loss:0.00151, Val MRR:0.44989, icews14_both
2023-06-21 23:09:43,049 - icews14_both - [INFO] - [E:210| 500]: Train Loss:0.00151, Val MRR:0.44989, icews14_both
2023-06-21 23:10:45,616 - icews14_both - [INFO] - [E:210| 600]: Train Loss:0.0015102, Val MRR:0.44989, icews14_both
2023-06-21 23:11:48,164 - icews14_both - [INFO] - [E:210| 700]: Train Loss:0.0015102, Val MRR:0.44989, icews14_both
2023-06-21 23:12:50,713 - icews14_both - [INFO] - [E:210| 800]: Train Loss:0.0015103, Val MRR:0.44989, icews14_both
2023-06-21 23:13:53,272 - icews14_both - [INFO] - [E:210| 900]: Train Loss:0.0015102, Val MRR:0.44989, icews14_both
2023-06-21 23:14:37,263 - icews14_both - [INFO] - [Epoch:210]: Training Loss:0.00151
2023-06-21 23:14:37,475 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 23:14:51,022 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 23:15:04,356 - icews14_both - [INFO] - [Evaluating Epoch 210 valid]:
MRR: Tail : 0.47689, Head : 0.42275, Avg : 0.44982
2023-06-21 23:15:04,356 - icews14_both - [INFO] - [Epoch 210]: Training Loss: 0.0015101, Valid MRR: 0.44989,
2023-06-21 23:15:04,990 - icews14_both - [INFO] - [E:211| 0]: Train Loss:0.0015203, Val MRR:0.44989, icews14_both
2023-06-21 23:16:07,527 - icews14_both - [INFO] - [E:211| 100]: Train Loss:0.0015103, Val MRR:0.44989, icews14_both
2023-06-21 23:17:10,058 - icews14_both - [INFO] - [E:211| 200]: Train Loss:0.0015099, Val MRR:0.44989, icews14_both
2023-06-21 23:18:12,601 - icews14_both - [INFO] - [E:211| 300]: Train Loss:0.0015099, Val MRR:0.44989, icews14_both
2023-06-21 23:19:15,146 - icews14_both - [INFO] - [E:211| 400]: Train Loss:0.0015099, Val MRR:0.44989, icews14_both
2023-06-21 23:20:17,687 - icews14_both - [INFO] - [E:211| 500]: Train Loss:0.0015099, Val MRR:0.44989, icews14_both
2023-06-21 23:21:20,237 - icews14_both - [INFO] - [E:211| 600]: Train Loss:0.0015099, Val MRR:0.44989, icews14_both
2023-06-21 23:22:22,772 - icews14_both - [INFO] - [E:211| 700]: Train Loss:0.0015099, Val MRR:0.44989, icews14_both
2023-06-21 23:23:25,305 - icews14_both - [INFO] - [E:211| 800]: Train Loss:0.0015099, Val MRR:0.44989, icews14_both
2023-06-21 23:24:27,819 - icews14_both - [INFO] - [E:211| 900]: Train Loss:0.00151, Val MRR:0.44989, icews14_both
2023-06-21 23:25:11,799 - icews14_both - [INFO] - [Epoch:211]: Training Loss:0.00151
2023-06-21 23:25:12,011 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 23:25:25,567 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 23:25:38,912 - icews14_both - [INFO] - [Evaluating Epoch 211 valid]:
MRR: Tail : 0.47214, Head : 0.4221, Avg : 0.44712
2023-06-21 23:25:38,912 - icews14_both - [INFO] - [Epoch 211]: Training Loss: 0.0015098, Valid MRR: 0.44989,
2023-06-21 23:25:39,553 - icews14_both - [INFO] - [E:212| 0]: Train Loss:0.0015063, Val MRR:0.44989, icews14_both
2023-06-21 23:26:42,089 - icews14_both - [INFO] - [E:212| 100]: Train Loss:0.0015101, Val MRR:0.44989, icews14_both
2023-06-21 23:27:44,595 - icews14_both - [INFO] - [E:212| 200]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both
2023-06-21 23:28:47,160 - icews14_both - [INFO] - [E:212| 300]: Train Loss:0.0015086, Val MRR:0.44989, icews14_both
2023-06-21 23:29:49,703 - icews14_both - [INFO] - [E:212| 400]: Train Loss:0.001509, Val MRR:0.44989, icews14_both
2023-06-21 23:30:52,250 - icews14_both - [INFO] - [E:212| 500]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both
2023-06-21 23:31:54,785 - icews14_both - [INFO] - [E:212| 600]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both
2023-06-21 23:32:57,351 - icews14_both - [INFO] - [E:212| 700]: Train Loss:0.0015089, Val MRR:0.44989, icews14_both
2023-06-21 23:33:59,921 - icews14_both - [INFO] - [E:212| 800]: Train Loss:0.001509, Val MRR:0.44989, icews14_both
2023-06-21 23:35:02,478 - icews14_both - [INFO] - [E:212| 900]: Train Loss:0.0015091, Val MRR:0.44989, icews14_both
2023-06-21 23:35:46,468 - icews14_both - [INFO] - [Epoch:212]: Training Loss:0.001509
2023-06-21 23:35:46,680 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 23:36:00,228 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 23:36:13,564 - icews14_both - [INFO] - [Evaluating Epoch 212 valid]:
MRR: Tail : 0.47537, Head : 0.42055, Avg : 0.44796
2023-06-21 23:36:13,564 - icews14_both - [INFO] - [Epoch 212]: Training Loss: 0.0015092, Valid MRR: 0.44989,
2023-06-21 23:36:14,198 - icews14_both - [INFO] - [E:213| 0]: Train Loss:0.0015014, Val MRR:0.44989, icews14_both
2023-06-21 23:37:16,705 - icews14_both - [INFO] - [E:213| 100]: Train Loss:0.0015079, Val MRR:0.44989, icews14_both
2023-06-21 23:38:19,264 - icews14_both - [INFO] - [E:213| 200]: Train Loss:0.0015086, Val MRR:0.44989, icews14_both
2023-06-21 23:39:21,827 - icews14_both - [INFO] - [E:213| 300]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both
2023-06-21 23:40:24,364 - icews14_both - [INFO] - [E:213| 400]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both
2023-06-21 23:41:26,894 - icews14_both - [INFO] - [E:213| 500]: Train Loss:0.0015091, Val MRR:0.44989, icews14_both
2023-06-21 23:42:29,427 - icews14_both - [INFO] - [E:213| 600]: Train Loss:0.0015093, Val MRR:0.44989, icews14_both
2023-06-21 23:43:31,935 - icews14_both - [INFO] - [E:213| 700]: Train Loss:0.0015094, Val MRR:0.44989, icews14_both
2023-06-21 23:44:34,469 - icews14_both - [INFO] - [E:213| 800]: Train Loss:0.0015092, Val MRR:0.44989, icews14_both
2023-06-21 23:45:37,015 - icews14_both - [INFO] - [E:213| 900]: Train Loss:0.0015093, Val MRR:0.44989, icews14_both
2023-06-21 23:46:21,014 - icews14_both - [INFO] - [Epoch:213]: Training Loss:0.001509
2023-06-21 23:46:21,227 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 23:46:34,773 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 23:46:48,113 - icews14_both - [INFO] - [Evaluating Epoch 213 valid]:
MRR: Tail : 0.47348, Head : 0.42219, Avg : 0.44783
2023-06-21 23:46:48,113 - icews14_both - [INFO] - [Epoch 213]: Training Loss: 0.0015092, Valid MRR: 0.44989,
2023-06-21 23:46:48,746 - icews14_both - [INFO] - [E:214| 0]: Train Loss:0.0015163, Val MRR:0.44989, icews14_both
2023-06-21 23:47:51,284 - icews14_both - [INFO] - [E:214| 100]: Train Loss:0.0015081, Val MRR:0.44989, icews14_both
2023-06-21 23:48:53,811 - icews14_both - [INFO] - [E:214| 200]: Train Loss:0.0015082, Val MRR:0.44989, icews14_both
2023-06-21 23:49:56,345 - icews14_both - [INFO] - [E:214| 300]: Train Loss:0.0015086, Val MRR:0.44989, icews14_both
2023-06-21 23:50:58,886 - icews14_both - [INFO] - [E:214| 400]: Train Loss:0.0015086, Val MRR:0.44989, icews14_both
2023-06-21 23:52:01,441 - icews14_both - [INFO] - [E:214| 500]: Train Loss:0.0015087, Val MRR:0.44989, icews14_both
2023-06-21 23:53:03,996 - icews14_both - [INFO] - [E:214| 600]: Train Loss:0.0015089, Val MRR:0.44989, icews14_both
2023-06-21 23:54:06,550 - icews14_both - [INFO] - [E:214| 700]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both
2023-06-21 23:55:09,085 - icews14_both - [INFO] - [E:214| 800]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both
2023-06-21 23:56:11,633 - icews14_both - [INFO] - [E:214| 900]: Train Loss:0.001509, Val MRR:0.44989, icews14_both
2023-06-21 23:56:55,587 - icews14_both - [INFO] - [Epoch:214]: Training Loss:0.001509
2023-06-21 23:56:55,799 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-21 23:57:09,347 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-21 23:57:22,683 - icews14_both - [INFO] - [Evaluating Epoch 214 valid]:
MRR: Tail : 0.47406, Head : 0.41846, Avg : 0.44626
2023-06-21 23:57:22,684 - icews14_both - [INFO] - [Epoch 214]: Training Loss: 0.0015091, Valid MRR: 0.44989,
2023-06-21 23:57:23,318 - icews14_both - [INFO] - [E:215| 0]: Train Loss:0.0015047, Val MRR:0.44989, icews14_both
2023-06-21 23:58:25,852 - icews14_both - [INFO] - [E:215| 100]: Train Loss:0.0015091, Val MRR:0.44989, icews14_both
2023-06-21 23:59:28,405 - icews14_both - [INFO] - [E:215| 200]: Train Loss:0.0015084, Val MRR:0.44989, icews14_both
2023-06-22 00:00:30,953 - icews14_both - [INFO] - [E:215| 300]: Train Loss:0.0015089, Val MRR:0.44989, icews14_both
2023-06-22 00:01:33,515 - icews14_both - [INFO] - [E:215| 400]: Train Loss:0.0015089, Val MRR:0.44989, icews14_both
2023-06-22 00:02:36,055 - icews14_both - [INFO] - [E:215| 500]: Train Loss:0.0015085, Val MRR:0.44989, icews14_both
2023-06-22 00:03:38,550 - icews14_both - [INFO] - [E:215| 600]: Train Loss:0.0015085, Val MRR:0.44989, icews14_both
2023-06-22 00:04:41,073 - icews14_both - [INFO] - [E:215| 700]: Train Loss:0.0015087, Val MRR:0.44989, icews14_both
2023-06-22 00:05:43,619 - icews14_both - [INFO] - [E:215| 800]: Train Loss:0.0015086, Val MRR:0.44989, icews14_both
2023-06-22 00:06:46,157 - icews14_both - [INFO] - [E:215| 900]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both
2023-06-22 00:07:30,152 - icews14_both - [INFO] - [Epoch:215]: Training Loss:0.001509
2023-06-22 00:07:30,365 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 00:07:43,913 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 00:07:57,252 - icews14_both - [INFO] - [Evaluating Epoch 215 valid]:
MRR: Tail : 0.47527, Head : 0.41741, Avg : 0.44634
2023-06-22 00:07:57,253 - icews14_both - [INFO] - [Epoch 215]: Training Loss: 0.0015089, Valid MRR: 0.44989,
2023-06-22 00:07:57,889 - icews14_both - [INFO] - [E:216| 0]: Train Loss:0.0015041, Val MRR:0.44989, icews14_both
2023-06-22 00:09:00,415 - icews14_both - [INFO] - [E:216| 100]: Train Loss:0.0015084, Val MRR:0.44989, icews14_both
2023-06-22 00:10:02,948 - icews14_both - [INFO] - [E:216| 200]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both
2023-06-22 00:11:05,493 - icews14_both - [INFO] - [E:216| 300]: Train Loss:0.0015089, Val MRR:0.44989, icews14_both
2023-06-22 00:12:07,989 - icews14_both - [INFO] - [E:216| 400]: Train Loss:0.0015088, Val MRR:0.44989, icews14_both
2023-06-22 00:13:10,498 - icews14_both - [INFO] - [E:216| 500]: Train Loss:0.0015086, Val MRR:0.44989, icews14_both
2023-06-22 00:14:12,980 - icews14_both - [INFO] - [E:216| 600]: Train Loss:0.0015085, Val MRR:0.44989, icews14_both
2023-06-22 00:15:15,436 - icews14_both - [INFO] - [E:216| 700]: Train Loss:0.0015084, Val MRR:0.44989, icews14_both
2023-06-22 00:16:17,913 - icews14_both - [INFO] - [E:216| 800]: Train Loss:0.0015085, Val MRR:0.44989, icews14_both
2023-06-22 00:17:20,422 - icews14_both - [INFO] - [E:216| 900]: Train Loss:0.0015086, Val MRR:0.44989, icews14_both
2023-06-22 00:18:04,363 - icews14_both - [INFO] - [Epoch:216]: Training Loss:0.001509
2023-06-22 00:18:04,576 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 00:18:18,129 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 00:18:31,461 - icews14_both - [INFO] - [Evaluating Epoch 216 valid]:
MRR: Tail : 0.47641, Head : 0.42343, Avg : 0.44992
2023-06-22 00:18:32,785 - icews14_both - [INFO] - [Epoch 216]: Training Loss: 0.0015087, Valid MRR: 0.44992,
2023-06-22 00:18:33,421 - icews14_both - [INFO] - [E:217| 0]: Train Loss:0.001518, Val MRR:0.44992, icews14_both
2023-06-22 00:19:35,913 - icews14_both - [INFO] - [E:217| 100]: Train Loss:0.0015081, Val MRR:0.44992, icews14_both
2023-06-22 00:20:38,381 - icews14_both - [INFO] - [E:217| 200]: Train Loss:0.0015081, Val MRR:0.44992, icews14_both
2023-06-22 00:21:40,832 - icews14_both - [INFO] - [E:217| 300]: Train Loss:0.0015084, Val MRR:0.44992, icews14_both
2023-06-22 00:22:43,275 - icews14_both - [INFO] - [E:217| 400]: Train Loss:0.0015085, Val MRR:0.44992, icews14_both
2023-06-22 00:23:45,725 - icews14_both - [INFO] - [E:217| 500]: Train Loss:0.0015084, Val MRR:0.44992, icews14_both
2023-06-22 00:24:48,167 - icews14_both - [INFO] - [E:217| 600]: Train Loss:0.0015083, Val MRR:0.44992, icews14_both
2023-06-22 00:25:50,612 - icews14_both - [INFO] - [E:217| 700]: Train Loss:0.0015084, Val MRR:0.44992, icews14_both
2023-06-22 00:26:53,069 - icews14_both - [INFO] - [E:217| 800]: Train Loss:0.0015085, Val MRR:0.44992, icews14_both
2023-06-22 00:27:55,540 - icews14_both - [INFO] - [E:217| 900]: Train Loss:0.0015086, Val MRR:0.44992, icews14_both
2023-06-22 00:28:39,459 - icews14_both - [INFO] - [Epoch:217]: Training Loss:0.001508
2023-06-22 00:28:39,677 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 00:28:53,221 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 00:29:06,548 - icews14_both - [INFO] - [Evaluating Epoch 217 valid]:
MRR: Tail : 0.47568, Head : 0.4221, Avg : 0.44889
2023-06-22 00:29:06,548 - icews14_both - [INFO] - [Epoch 217]: Training Loss: 0.0015085, Valid MRR: 0.44992,
2023-06-22 00:29:07,180 - icews14_both - [INFO] - [E:218| 0]: Train Loss:0.0015123, Val MRR:0.44992, icews14_both
2023-06-22 00:30:09,643 - icews14_both - [INFO] - [E:218| 100]: Train Loss:0.0015085, Val MRR:0.44992, icews14_both
2023-06-22 00:31:12,117 - icews14_both - [INFO] - [E:218| 200]: Train Loss:0.0015084, Val MRR:0.44992, icews14_both
2023-06-22 00:32:14,594 - icews14_both - [INFO] - [E:218| 300]: Train Loss:0.0015083, Val MRR:0.44992, icews14_both
2023-06-22 00:33:17,093 - icews14_both - [INFO] - [E:218| 400]: Train Loss:0.0015082, Val MRR:0.44992, icews14_both
2023-06-22 00:34:19,574 - icews14_both - [INFO] - [E:218| 500]: Train Loss:0.001508, Val MRR:0.44992, icews14_both
2023-06-22 00:35:22,056 - icews14_both - [INFO] - [E:218| 600]: Train Loss:0.0015079, Val MRR:0.44992, icews14_both
2023-06-22 00:36:24,551 - icews14_both - [INFO] - [E:218| 700]: Train Loss:0.001508, Val MRR:0.44992, icews14_both
2023-06-22 00:37:27,041 - icews14_both - [INFO] - [E:218| 800]: Train Loss:0.001508, Val MRR:0.44992, icews14_both
2023-06-22 00:38:29,500 - icews14_both - [INFO] - [E:218| 900]: Train Loss:0.0015079, Val MRR:0.44992, icews14_both
2023-06-22 00:39:13,409 - icews14_both - [INFO] - [Epoch:218]: Training Loss:0.001508
2023-06-22 00:39:13,621 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 00:39:27,166 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 00:39:40,496 - icews14_both - [INFO] - [Evaluating Epoch 218 valid]:
MRR: Tail : 0.4791, Head : 0.42487, Avg : 0.45198
2023-06-22 00:39:41,826 - icews14_both - [INFO] - [Epoch 218]: Training Loss: 0.001508, Valid MRR: 0.45198,
2023-06-22 00:39:42,466 - icews14_both - [INFO] - [E:219| 0]: Train Loss:0.0014975, Val MRR:0.45198, icews14_both
2023-06-22 00:40:45,040 - icews14_both - [INFO] - [E:219| 100]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both
2023-06-22 00:41:47,634 - icews14_both - [INFO] - [E:219| 200]: Train Loss:0.0015078, Val MRR:0.45198, icews14_both
2023-06-22 00:42:50,245 - icews14_both - [INFO] - [E:219| 300]: Train Loss:0.0015076, Val MRR:0.45198, icews14_both
2023-06-22 00:43:52,897 - icews14_both - [INFO] - [E:219| 400]: Train Loss:0.0015078, Val MRR:0.45198, icews14_both
2023-06-22 00:44:55,545 - icews14_both - [INFO] - [E:219| 500]: Train Loss:0.0015079, Val MRR:0.45198, icews14_both
2023-06-22 00:45:58,182 - icews14_both - [INFO] - [E:219| 600]: Train Loss:0.0015081, Val MRR:0.45198, icews14_both
2023-06-22 00:47:00,796 - icews14_both - [INFO] - [E:219| 700]: Train Loss:0.0015078, Val MRR:0.45198, icews14_both
2023-06-22 00:48:03,389 - icews14_both - [INFO] - [E:219| 800]: Train Loss:0.0015078, Val MRR:0.45198, icews14_both
2023-06-22 00:49:06,005 - icews14_both - [INFO] - [E:219| 900]: Train Loss:0.0015079, Val MRR:0.45198, icews14_both
2023-06-22 00:49:50,039 - icews14_both - [INFO] - [Epoch:219]: Training Loss:0.001508
2023-06-22 00:49:50,257 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 00:50:03,810 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 00:50:17,152 - icews14_both - [INFO] - [Evaluating Epoch 219 valid]:
MRR: Tail : 0.47871, Head : 0.42144, Avg : 0.45008
MR: Tail : 593.07, Head : 703.07, Avg : 648.07
Hit-1: Tail : 0.39338, Head : 0.33797, Avg : 0.36568
Hit-3: Tail : 0.52581, Head : 0.46125, Avg : 0.49353
Hit-10: Tail : 0.6364, Head : 0.5844, Avg : 0.6104
2023-06-22 00:50:17,152 - icews14_both - [INFO] - [Epoch 219]: Training Loss: 0.0015079, Valid MRR: 0.45198,
2023-06-22 00:50:17,786 - icews14_both - [INFO] - [E:220| 0]: Train Loss:0.0015141, Val MRR:0.45198, icews14_both
2023-06-22 00:51:20,411 - icews14_both - [INFO] - [E:220| 100]: Train Loss:0.0015066, Val MRR:0.45198, icews14_both
2023-06-22 00:52:23,044 - icews14_both - [INFO] - [E:220| 200]: Train Loss:0.0015068, Val MRR:0.45198, icews14_both
2023-06-22 00:53:25,668 - icews14_both - [INFO] - [E:220| 300]: Train Loss:0.0015071, Val MRR:0.45198, icews14_both
2023-06-22 00:54:28,274 - icews14_both - [INFO] - [E:220| 400]: Train Loss:0.0015072, Val MRR:0.45198, icews14_both
2023-06-22 00:55:30,881 - icews14_both - [INFO] - [E:220| 500]: Train Loss:0.0015074, Val MRR:0.45198, icews14_both
2023-06-22 00:56:33,491 - icews14_both - [INFO] - [E:220| 600]: Train Loss:0.0015075, Val MRR:0.45198, icews14_both
2023-06-22 00:57:36,090 - icews14_both - [INFO] - [E:220| 700]: Train Loss:0.0015074, Val MRR:0.45198, icews14_both
2023-06-22 00:58:38,697 - icews14_both - [INFO] - [E:220| 800]: Train Loss:0.0015074, Val MRR:0.45198, icews14_both
2023-06-22 00:59:41,324 - icews14_both - [INFO] - [E:220| 900]: Train Loss:0.0015076, Val MRR:0.45198, icews14_both
2023-06-22 01:00:25,360 - icews14_both - [INFO] - [Epoch:220]: Training Loss:0.001508
2023-06-22 01:00:25,573 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 01:00:39,124 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 01:00:52,469 - icews14_both - [INFO] - [Evaluating Epoch 220 valid]:
MRR: Tail : 0.4779, Head : 0.42398, Avg : 0.45094
2023-06-22 01:00:52,469 - icews14_both - [INFO] - [Epoch 220]: Training Loss: 0.0015076, Valid MRR: 0.45198,
2023-06-22 01:00:53,103 - icews14_both - [INFO] - [E:221| 0]: Train Loss:0.0015091, Val MRR:0.45198, icews14_both
2023-06-22 01:01:55,715 - icews14_both - [INFO] - [E:221| 100]: Train Loss:0.0015079, Val MRR:0.45198, icews14_both
2023-06-22 01:02:58,357 - icews14_both - [INFO] - [E:221| 200]: Train Loss:0.0015072, Val MRR:0.45198, icews14_both
2023-06-22 01:04:00,989 - icews14_both - [INFO] - [E:221| 300]: Train Loss:0.0015069, Val MRR:0.45198, icews14_both
2023-06-22 01:05:03,605 - icews14_both - [INFO] - [E:221| 400]: Train Loss:0.001507, Val MRR:0.45198, icews14_both
2023-06-22 01:06:06,251 - icews14_both - [INFO] - [E:221| 500]: Train Loss:0.0015068, Val MRR:0.45198, icews14_both
2023-06-22 01:07:08,886 - icews14_both - [INFO] - [E:221| 600]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both
2023-06-22 01:08:11,515 - icews14_both - [INFO] - [E:221| 700]: Train Loss:0.0015068, Val MRR:0.45198, icews14_both
2023-06-22 01:09:14,127 - icews14_both - [INFO] - [E:221| 800]: Train Loss:0.001507, Val MRR:0.45198, icews14_both
2023-06-22 01:10:16,741 - icews14_both - [INFO] - [E:221| 900]: Train Loss:0.0015072, Val MRR:0.45198, icews14_both
2023-06-22 01:11:00,784 - icews14_both - [INFO] - [Epoch:221]: Training Loss:0.001507
2023-06-22 01:11:00,996 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 01:11:14,554 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 01:11:27,878 - icews14_both - [INFO] - [Evaluating Epoch 221 valid]:
MRR: Tail : 0.4735, Head : 0.42212, Avg : 0.44781
2023-06-22 01:11:27,878 - icews14_both - [INFO] - [Epoch 221]: Training Loss: 0.0015073, Valid MRR: 0.45198,
2023-06-22 01:11:28,513 - icews14_both - [INFO] - [E:222| 0]: Train Loss:0.001497, Val MRR:0.45198, icews14_both
2023-06-22 01:12:30,926 - icews14_both - [INFO] - [E:222| 100]: Train Loss:0.0015073, Val MRR:0.45198, icews14_both
2023-06-22 01:13:33,384 - icews14_both - [INFO] - [E:222| 200]: Train Loss:0.001507, Val MRR:0.45198, icews14_both
2023-06-22 01:14:35,820 - icews14_both - [INFO] - [E:222| 300]: Train Loss:0.0015072, Val MRR:0.45198, icews14_both
2023-06-22 01:15:38,274 - icews14_both - [INFO] - [E:222| 400]: Train Loss:0.0015072, Val MRR:0.45198, icews14_both
2023-06-22 01:16:40,720 - icews14_both - [INFO] - [E:222| 500]: Train Loss:0.001507, Val MRR:0.45198, icews14_both
2023-06-22 01:17:43,185 - icews14_both - [INFO] - [E:222| 600]: Train Loss:0.0015071, Val MRR:0.45198, icews14_both
2023-06-22 01:18:45,645 - icews14_both - [INFO] - [E:222| 700]: Train Loss:0.0015072, Val MRR:0.45198, icews14_both
2023-06-22 01:19:48,084 - icews14_both - [INFO] - [E:222| 800]: Train Loss:0.0015073, Val MRR:0.45198, icews14_both
2023-06-22 01:20:50,528 - icews14_both - [INFO] - [E:222| 900]: Train Loss:0.0015074, Val MRR:0.45198, icews14_both
2023-06-22 01:21:34,438 - icews14_both - [INFO] - [Epoch:222]: Training Loss:0.001507
2023-06-22 01:21:34,651 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 01:21:48,192 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 01:22:01,528 - icews14_both - [INFO] - [Evaluating Epoch 222 valid]:
MRR: Tail : 0.47394, Head : 0.42359, Avg : 0.44876
2023-06-22 01:22:01,528 - icews14_both - [INFO] - [Epoch 222]: Training Loss: 0.0015073, Valid MRR: 0.45198,
2023-06-22 01:22:02,163 - icews14_both - [INFO] - [E:223| 0]: Train Loss:0.0015029, Val MRR:0.45198, icews14_both
2023-06-22 01:23:04,594 - icews14_both - [INFO] - [E:223| 100]: Train Loss:0.0015077, Val MRR:0.45198, icews14_both
2023-06-22 01:24:07,054 - icews14_both - [INFO] - [E:223| 200]: Train Loss:0.0015068, Val MRR:0.45198, icews14_both
2023-06-22 01:25:09,493 - icews14_both - [INFO] - [E:223| 300]: Train Loss:0.0015071, Val MRR:0.45198, icews14_both
2023-06-22 01:26:11,939 - icews14_both - [INFO] - [E:223| 400]: Train Loss:0.001507, Val MRR:0.45198, icews14_both
2023-06-22 01:27:14,349 - icews14_both - [INFO] - [E:223| 500]: Train Loss:0.0015069, Val MRR:0.45198, icews14_both
2023-06-22 01:28:16,826 - icews14_both - [INFO] - [E:223| 600]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both
2023-06-22 01:29:19,283 - icews14_both - [INFO] - [E:223| 700]: Train Loss:0.0015068, Val MRR:0.45198, icews14_both
2023-06-22 01:30:21,746 - icews14_both - [INFO] - [E:223| 800]: Train Loss:0.0015069, Val MRR:0.45198, icews14_both
2023-06-22 01:31:24,182 - icews14_both - [INFO] - [E:223| 900]: Train Loss:0.0015069, Val MRR:0.45198, icews14_both
2023-06-22 01:32:08,114 - icews14_both - [INFO] - [Epoch:223]: Training Loss:0.001507
2023-06-22 01:32:08,326 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 01:32:21,876 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 01:32:35,209 - icews14_both - [INFO] - [Evaluating Epoch 223 valid]:
MRR: Tail : 0.47604, Head : 0.4226, Avg : 0.44932
2023-06-22 01:32:35,209 - icews14_both - [INFO] - [Epoch 223]: Training Loss: 0.001507, Valid MRR: 0.45198,
2023-06-22 01:32:35,845 - icews14_both - [INFO] - [E:224| 0]: Train Loss:0.0015068, Val MRR:0.45198, icews14_both
2023-06-22 01:33:38,334 - icews14_both - [INFO] - [E:224| 100]: Train Loss:0.0015077, Val MRR:0.45198, icews14_both
2023-06-22 01:34:40,826 - icews14_both - [INFO] - [E:224| 200]: Train Loss:0.0015071, Val MRR:0.45198, icews14_both
2023-06-22 01:35:43,336 - icews14_both - [INFO] - [E:224| 300]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both
2023-06-22 01:36:45,798 - icews14_both - [INFO] - [E:224| 400]: Train Loss:0.0015066, Val MRR:0.45198, icews14_both
2023-06-22 01:37:48,298 - icews14_both - [INFO] - [E:224| 500]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both
2023-06-22 01:38:50,780 - icews14_both - [INFO] - [E:224| 600]: Train Loss:0.001507, Val MRR:0.45198, icews14_both
2023-06-22 01:39:53,270 - icews14_both - [INFO] - [E:224| 700]: Train Loss:0.0015069, Val MRR:0.45198, icews14_both
2023-06-22 01:40:55,777 - icews14_both - [INFO] - [E:224| 800]: Train Loss:0.0015069, Val MRR:0.45198, icews14_both
2023-06-22 01:41:58,397 - icews14_both - [INFO] - [E:224| 900]: Train Loss:0.0015069, Val MRR:0.45198, icews14_both
2023-06-22 01:42:42,435 - icews14_both - [INFO] - [Epoch:224]: Training Loss:0.001507
2023-06-22 01:42:42,648 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 01:42:56,215 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 01:43:09,580 - icews14_both - [INFO] - [Evaluating Epoch 224 valid]:
MRR: Tail : 0.47572, Head : 0.42312, Avg : 0.44942
2023-06-22 01:43:09,580 - icews14_both - [INFO] - [Epoch 224]: Training Loss: 0.0015069, Valid MRR: 0.45198,
2023-06-22 01:43:10,217 - icews14_both - [INFO] - [E:225| 0]: Train Loss:0.0015055, Val MRR:0.45198, icews14_both
2023-06-22 01:44:12,877 - icews14_both - [INFO] - [E:225| 100]: Train Loss:0.0015072, Val MRR:0.45198, icews14_both
2023-06-22 01:45:15,538 - icews14_both - [INFO] - [E:225| 200]: Train Loss:0.0015064, Val MRR:0.45198, icews14_both
2023-06-22 01:46:18,201 - icews14_both - [INFO] - [E:225| 300]: Train Loss:0.0015062, Val MRR:0.45198, icews14_both
2023-06-22 01:47:20,861 - icews14_both - [INFO] - [E:225| 400]: Train Loss:0.0015062, Val MRR:0.45198, icews14_both
2023-06-22 01:48:23,518 - icews14_both - [INFO] - [E:225| 500]: Train Loss:0.0015061, Val MRR:0.45198, icews14_both
2023-06-22 01:49:26,163 - icews14_both - [INFO] - [E:225| 600]: Train Loss:0.001506, Val MRR:0.45198, icews14_both
2023-06-22 01:50:28,817 - icews14_both - [INFO] - [E:225| 700]: Train Loss:0.0015061, Val MRR:0.45198, icews14_both
2023-06-22 01:51:31,465 - icews14_both - [INFO] - [E:225| 800]: Train Loss:0.0015064, Val MRR:0.45198, icews14_both
2023-06-22 01:52:34,138 - icews14_both - [INFO] - [E:225| 900]: Train Loss:0.0015064, Val MRR:0.45198, icews14_both
2023-06-22 01:53:18,197 - icews14_both - [INFO] - [Epoch:225]: Training Loss:0.001506
2023-06-22 01:53:18,410 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 01:53:31,970 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 01:53:45,328 - icews14_both - [INFO] - [Evaluating Epoch 225 valid]:
MRR: Tail : 0.47743, Head : 0.42344, Avg : 0.45043
2023-06-22 01:53:45,328 - icews14_both - [INFO] - [Epoch 225]: Training Loss: 0.0015065, Valid MRR: 0.45198,
2023-06-22 01:53:45,971 - icews14_both - [INFO] - [E:226| 0]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both
2023-06-22 01:54:48,624 - icews14_both - [INFO] - [E:226| 100]: Train Loss:0.0015073, Val MRR:0.45198, icews14_both
2023-06-22 01:55:51,296 - icews14_both - [INFO] - [E:226| 200]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both
2023-06-22 01:56:53,947 - icews14_both - [INFO] - [E:226| 300]: Train Loss:0.0015066, Val MRR:0.45198, icews14_both
2023-06-22 01:57:56,618 - icews14_both - [INFO] - [E:226| 400]: Train Loss:0.0015069, Val MRR:0.45198, icews14_both
2023-06-22 01:58:59,157 - icews14_both - [INFO] - [E:226| 500]: Train Loss:0.0015069, Val MRR:0.45198, icews14_both
2023-06-22 02:00:01,680 - icews14_both - [INFO] - [E:226| 600]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both
2023-06-22 02:01:04,211 - icews14_both - [INFO] - [E:226| 700]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both
2023-06-22 02:02:06,868 - icews14_both - [INFO] - [E:226| 800]: Train Loss:0.0015066, Val MRR:0.45198, icews14_both
2023-06-22 02:03:09,542 - icews14_both - [INFO] - [E:226| 900]: Train Loss:0.0015065, Val MRR:0.45198, icews14_both
2023-06-22 02:03:53,606 - icews14_both - [INFO] - [Epoch:226]: Training Loss:0.001507
2023-06-22 02:03:53,819 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 02:04:07,389 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 02:04:20,754 - icews14_both - [INFO] - [Evaluating Epoch 226 valid]:
MRR: Tail : 0.47802, Head : 0.42328, Avg : 0.45065
2023-06-22 02:04:20,754 - icews14_both - [INFO] - [Epoch 226]: Training Loss: 0.0015066, Valid MRR: 0.45198,
2023-06-22 02:04:21,390 - icews14_both - [INFO] - [E:227| 0]: Train Loss:0.0015194, Val MRR:0.45198, icews14_both
2023-06-22 02:05:24,049 - icews14_both - [INFO] - [E:227| 100]: Train Loss:0.001505, Val MRR:0.45198, icews14_both
2023-06-22 02:06:26,717 - icews14_both - [INFO] - [E:227| 200]: Train Loss:0.0015058, Val MRR:0.45198, icews14_both
2023-06-22 02:07:29,397 - icews14_both - [INFO] - [E:227| 300]: Train Loss:0.0015062, Val MRR:0.45198, icews14_both
2023-06-22 02:08:32,072 - icews14_both - [INFO] - [E:227| 400]: Train Loss:0.0015061, Val MRR:0.45198, icews14_both
2023-06-22 02:09:34,717 - icews14_both - [INFO] - [E:227| 500]: Train Loss:0.0015062, Val MRR:0.45198, icews14_both
2023-06-22 02:10:37,372 - icews14_both - [INFO] - [E:227| 600]: Train Loss:0.001506, Val MRR:0.45198, icews14_both
2023-06-22 02:11:39,978 - icews14_both - [INFO] - [E:227| 700]: Train Loss:0.001506, Val MRR:0.45198, icews14_both
2023-06-22 02:12:42,591 - icews14_both - [INFO] - [E:227| 800]: Train Loss:0.0015059, Val MRR:0.45198, icews14_both
2023-06-22 02:13:45,246 - icews14_both - [INFO] - [E:227| 900]: Train Loss:0.0015061, Val MRR:0.45198, icews14_both
2023-06-22 02:14:29,304 - icews14_both - [INFO] - [Epoch:227]: Training Loss:0.001506
2023-06-22 02:14:29,517 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 02:14:43,090 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 02:14:56,444 - icews14_both - [INFO] - [Evaluating Epoch 227 valid]:
MRR: Tail : 0.4725, Head : 0.41952, Avg : 0.44601
2023-06-22 02:14:56,444 - icews14_both - [INFO] - [Epoch 227]: Training Loss: 0.0015062, Valid MRR: 0.45198,
2023-06-22 02:14:57,079 - icews14_both - [INFO] - [E:228| 0]: Train Loss:0.001498, Val MRR:0.45198, icews14_both
2023-06-22 02:15:59,762 - icews14_both - [INFO] - [E:228| 100]: Train Loss:0.0015079, Val MRR:0.45198, icews14_both
2023-06-22 02:17:02,447 - icews14_both - [INFO] - [E:228| 200]: Train Loss:0.0015072, Val MRR:0.45198, icews14_both
2023-06-22 02:18:05,113 - icews14_both - [INFO] - [E:228| 300]: Train Loss:0.0015067, Val MRR:0.45198, icews14_both
2023-06-22 02:19:07,805 - icews14_both - [INFO] - [E:228| 400]: Train Loss:0.0015063, Val MRR:0.45198, icews14_both
2023-06-22 02:20:10,496 - icews14_both - [INFO] - [E:228| 500]: Train Loss:0.0015063, Val MRR:0.45198, icews14_both
2023-06-22 02:21:13,166 - icews14_both - [INFO] - [E:228| 600]: Train Loss:0.0015064, Val MRR:0.45198, icews14_both
2023-06-22 02:22:15,864 - icews14_both - [INFO] - [E:228| 700]: Train Loss:0.0015061, Val MRR:0.45198, icews14_both
2023-06-22 02:23:18,555 - icews14_both - [INFO] - [E:228| 800]: Train Loss:0.0015062, Val MRR:0.45198, icews14_both
2023-06-22 02:24:21,230 - icews14_both - [INFO] - [E:228| 900]: Train Loss:0.0015062, Val MRR:0.45198, icews14_both
2023-06-22 02:25:05,305 - icews14_both - [INFO] - [Epoch:228]: Training Loss:0.001506
2023-06-22 02:25:05,518 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 02:25:19,097 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 02:25:32,465 - icews14_both - [INFO] - [Evaluating Epoch 228 valid]:
MRR: Tail : 0.47661, Head : 0.42189, Avg : 0.44925
2023-06-22 02:25:32,465 - icews14_both - [INFO] - [Epoch 228]: Training Loss: 0.0015062, Valid MRR: 0.45198,
2023-06-22 02:25:33,099 - icews14_both - [INFO] - [E:229| 0]: Train Loss:0.0015032, Val MRR:0.45198, icews14_both
2023-06-22 02:26:35,786 - icews14_both - [INFO] - [E:229| 100]: Train Loss:0.0015053, Val MRR:0.45198, icews14_both
2023-06-22 02:27:38,465 - icews14_both - [INFO] - [E:229| 200]: Train Loss:0.0015057, Val MRR:0.45198, icews14_both
2023-06-22 02:28:41,146 - icews14_both - [INFO] - [E:229| 300]: Train Loss:0.0015061, Val MRR:0.45198, icews14_both
2023-06-22 02:29:43,814 - icews14_both - [INFO] - [E:229| 400]: Train Loss:0.0015058, Val MRR:0.45198, icews14_both
2023-06-22 02:30:46,495 - icews14_both - [INFO] - [E:229| 500]: Train Loss:0.0015061, Val MRR:0.45198, icews14_both
2023-06-22 02:31:49,157 - icews14_both - [INFO] - [E:229| 600]: Train Loss:0.0015059, Val MRR:0.45198, icews14_both
2023-06-22 02:32:51,834 - icews14_both - [INFO] - [E:229| 700]: Train Loss:0.0015059, Val MRR:0.45198, icews14_both
2023-06-22 02:33:54,517 - icews14_both - [INFO] - [E:229| 800]: Train Loss:0.0015058, Val MRR:0.45198, icews14_both
2023-06-22 02:34:57,194 - icews14_both - [INFO] - [E:229| 900]: Train Loss:0.0015058, Val MRR:0.45198, icews14_both
2023-06-22 02:35:41,248 - icews14_both - [INFO] - [Epoch:229]: Training Loss:0.001506
2023-06-22 02:35:41,461 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 02:35:55,051 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 02:36:08,424 - icews14_both - [INFO] - [Evaluating Epoch 229 valid]:
MRR: Tail : 0.46982, Head : 0.41878, Avg : 0.4443
MR: Tail : 581.19, Head : 686.51, Avg : 633.85
Hit-1: Tail : 0.38618, Head : 0.33455, Avg : 0.36037
Hit-3: Tail : 0.51703, Head : 0.45905, Avg : 0.48804
Hit-10: Tail : 0.62529, Head : 0.5822, Avg : 0.60375
2023-06-22 02:36:08,424 - icews14_both - [INFO] - [Epoch 229]: Training Loss: 0.0015058, Valid MRR: 0.45198,
2023-06-22 02:36:09,061 - icews14_both - [INFO] - [E:230| 0]: Train Loss:0.0015025, Val MRR:0.45198, icews14_both
2023-06-22 02:37:11,756 - icews14_both - [INFO] - [E:230| 100]: Train Loss:0.0015066, Val MRR:0.45198, icews14_both
2023-06-22 02:38:14,459 - icews14_both - [INFO] - [E:230| 200]: Train Loss:0.0015066, Val MRR:0.45198, icews14_both
2023-06-22 02:39:17,137 - icews14_both - [INFO] - [E:230| 300]: Train Loss:0.0015064, Val MRR:0.45198, icews14_both
2023-06-22 02:40:19,793 - icews14_both - [INFO] - [E:230| 400]: Train Loss:0.0015061, Val MRR:0.45198, icews14_both
2023-06-22 02:41:22,405 - icews14_both - [INFO] - [E:230| 500]: Train Loss:0.001506, Val MRR:0.45198, icews14_both
2023-06-22 02:42:25,017 - icews14_both - [INFO] - [E:230| 600]: Train Loss:0.0015058, Val MRR:0.45198, icews14_both
2023-06-22 02:43:27,633 - icews14_both - [INFO] - [E:230| 700]: Train Loss:0.0015058, Val MRR:0.45198, icews14_both
2023-06-22 02:44:30,256 - icews14_both - [INFO] - [E:230| 800]: Train Loss:0.0015058, Val MRR:0.45198, icews14_both
2023-06-22 02:45:32,871 - icews14_both - [INFO] - [E:230| 900]: Train Loss:0.0015059, Val MRR:0.45198, icews14_both
2023-06-22 02:46:16,914 - icews14_both - [INFO] - [Epoch:230]: Training Loss:0.001506
2023-06-22 02:46:17,126 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 02:46:30,710 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 02:46:44,082 - icews14_both - [INFO] - [Evaluating Epoch 230 valid]:
MRR: Tail : 0.4744, Head : 0.42021, Avg : 0.4473
2023-06-22 02:46:44,082 - icews14_both - [INFO] - [Epoch 230]: Training Loss: 0.0015058, Valid MRR: 0.45198,
2023-06-22 02:46:44,720 - icews14_both - [INFO] - [E:231| 0]: Train Loss:0.0015059, Val MRR:0.45198, icews14_both
2023-06-22 02:47:47,368 - icews14_both - [INFO] - [E:231| 100]: Train Loss:0.0015041, Val MRR:0.45198, icews14_both
2023-06-22 02:48:50,008 - icews14_both - [INFO] - [E:231| 200]: Train Loss:0.0015055, Val MRR:0.45198, icews14_both
2023-06-22 02:49:52,647 - icews14_both - [INFO] - [E:231| 300]: Train Loss:0.0015052, Val MRR:0.45198, icews14_both
2023-06-22 02:50:55,325 - icews14_both - [INFO] - [E:231| 400]: Train Loss:0.0015056, Val MRR:0.45198, icews14_both
2023-06-22 02:51:57,948 - icews14_both - [INFO] - [E:231| 500]: Train Loss:0.0015054, Val MRR:0.45198, icews14_both
2023-06-22 02:53:00,588 - icews14_both - [INFO] - [E:231| 600]: Train Loss:0.0015054, Val MRR:0.45198, icews14_both
2023-06-22 02:54:03,227 - icews14_both - [INFO] - [E:231| 700]: Train Loss:0.0015052, Val MRR:0.45198, icews14_both
2023-06-22 02:55:05,854 - icews14_both - [INFO] - [E:231| 800]: Train Loss:0.0015053, Val MRR:0.45198, icews14_both
2023-06-22 02:56:08,550 - icews14_both - [INFO] - [E:231| 900]: Train Loss:0.0015055, Val MRR:0.45198, icews14_both
2023-06-22 02:56:52,588 - icews14_both - [INFO] - [Epoch:231]: Training Loss:0.001506
2023-06-22 02:56:52,801 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 02:57:06,395 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 02:57:19,776 - icews14_both - [INFO] - [Evaluating Epoch 231 valid]:
MRR: Tail : 0.47405, Head : 0.42047, Avg : 0.44726
2023-06-22 02:57:19,776 - icews14_both - [INFO] - [Epoch 231]: Training Loss: 0.0015055, Valid MRR: 0.45198,
2023-06-22 02:57:20,413 - icews14_both - [INFO] - [E:232| 0]: Train Loss:0.0015115, Val MRR:0.45198, icews14_both
2023-06-22 02:58:23,047 - icews14_both - [INFO] - [E:232| 100]: Train Loss:0.0015055, Val MRR:0.45198, icews14_both
2023-06-22 02:59:25,701 - icews14_both - [INFO] - [E:232| 200]: Train Loss:0.001505, Val MRR:0.45198, icews14_both
2023-06-22 03:00:28,356 - icews14_both - [INFO] - [E:232| 300]: Train Loss:0.0015048, Val MRR:0.45198, icews14_both
2023-06-22 03:01:30,989 - icews14_both - [INFO] - [E:232| 400]: Train Loss:0.0015048, Val MRR:0.45198, icews14_both
2023-06-22 03:02:33,634 - icews14_both - [INFO] - [E:232| 500]: Train Loss:0.0015047, Val MRR:0.45198, icews14_both
2023-06-22 03:03:36,261 - icews14_both - [INFO] - [E:232| 600]: Train Loss:0.0015048, Val MRR:0.45198, icews14_both
2023-06-22 03:04:38,959 - icews14_both - [INFO] - [E:232| 700]: Train Loss:0.0015048, Val MRR:0.45198, icews14_both
2023-06-22 03:05:41,692 - icews14_both - [INFO] - [E:232| 800]: Train Loss:0.0015049, Val MRR:0.45198, icews14_both
2023-06-22 03:06:44,405 - icews14_both - [INFO] - [E:232| 900]: Train Loss:0.001505, Val MRR:0.45198, icews14_both
2023-06-22 03:07:28,465 - icews14_both - [INFO] - [Epoch:232]: Training Loss:0.001505
2023-06-22 03:07:28,679 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 03:07:42,267 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 03:07:55,640 - icews14_both - [INFO] - [Evaluating Epoch 232 valid]:
MRR: Tail : 0.47243, Head : 0.42276, Avg : 0.44759
2023-06-22 03:07:55,640 - icews14_both - [INFO] - [Epoch 232]: Training Loss: 0.0015051, Valid MRR: 0.45198,
2023-06-22 03:07:56,276 - icews14_both - [INFO] - [E:233| 0]: Train Loss:0.0014995, Val MRR:0.45198, icews14_both
2023-06-22 03:08:58,897 - icews14_both - [INFO] - [E:233| 100]: Train Loss:0.0015048, Val MRR:0.45198, icews14_both
2023-06-22 03:10:01,537 - icews14_both - [INFO] - [E:233| 200]: Train Loss:0.0015046, Val MRR:0.45198, icews14_both
2023-06-22 03:11:04,171 - icews14_both - [INFO] - [E:233| 300]: Train Loss:0.0015046, Val MRR:0.45198, icews14_both
2023-06-22 03:12:06,977 - icews14_both - [INFO] - [E:233| 400]: Train Loss:0.0015047, Val MRR:0.45198, icews14_both
2023-06-22 03:13:09,697 - icews14_both - [INFO] - [E:233| 500]: Train Loss:0.0015049, Val MRR:0.45198, icews14_both
2023-06-22 03:14:12,386 - icews14_both - [INFO] - [E:233| 600]: Train Loss:0.0015051, Val MRR:0.45198, icews14_both
2023-06-22 03:15:15,108 - icews14_both - [INFO] - [E:233| 700]: Train Loss:0.0015051, Val MRR:0.45198, icews14_both
2023-06-22 03:16:17,785 - icews14_both - [INFO] - [E:233| 800]: Train Loss:0.0015052, Val MRR:0.45198, icews14_both
2023-06-22 03:17:20,497 - icews14_both - [INFO] - [E:233| 900]: Train Loss:0.0015052, Val MRR:0.45198, icews14_both
2023-06-22 03:18:04,583 - icews14_both - [INFO] - [Epoch:233]: Training Loss:0.001505
2023-06-22 03:18:04,796 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 03:18:18,400 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 03:18:31,804 - icews14_both - [INFO] - [Evaluating Epoch 233 valid]:
MRR: Tail : 0.4756, Head : 0.4243, Avg : 0.44995
2023-06-22 03:18:31,804 - icews14_both - [INFO] - [Epoch 233]: Training Loss: 0.0015052, Valid MRR: 0.45198,
2023-06-22 03:18:32,447 - icews14_both - [INFO] - [E:234| 0]: Train Loss:0.0015012, Val MRR:0.45198, icews14_both
2023-06-22 03:19:35,183 - icews14_both - [INFO] - [E:234| 100]: Train Loss:0.0015059, Val MRR:0.45198, icews14_both
2023-06-22 03:20:37,944 - icews14_both - [INFO] - [E:234| 200]: Train Loss:0.0015048, Val MRR:0.45198, icews14_both
2023-06-22 03:21:40,568 - icews14_both - [INFO] - [E:234| 300]: Train Loss:0.0015044, Val MRR:0.45198, icews14_both
2023-06-22 03:22:43,176 - icews14_both - [INFO] - [E:234| 400]: Train Loss:0.0015043, Val MRR:0.45198, icews14_both
2023-06-22 03:23:46,001 - icews14_both - [INFO] - [E:234| 500]: Train Loss:0.0015044, Val MRR:0.45198, icews14_both
2023-06-22 03:24:48,711 - icews14_both - [INFO] - [E:234| 600]: Train Loss:0.0015046, Val MRR:0.45198, icews14_both
2023-06-22 03:25:51,440 - icews14_both - [INFO] - [E:234| 700]: Train Loss:0.0015047, Val MRR:0.45198, icews14_both
2023-06-22 03:26:54,214 - icews14_both - [INFO] - [E:234| 800]: Train Loss:0.0015048, Val MRR:0.45198, icews14_both
2023-06-22 03:27:56,952 - icews14_both - [INFO] - [E:234| 900]: Train Loss:0.0015049, Val MRR:0.45198, icews14_both
2023-06-22 03:28:41,084 - icews14_both - [INFO] - [Epoch:234]: Training Loss:0.001505
2023-06-22 03:28:41,297 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 03:28:54,898 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 03:29:08,297 - icews14_both - [INFO] - [Evaluating Epoch 234 valid]:
MRR: Tail : 0.47794, Head : 0.42467, Avg : 0.4513
2023-06-22 03:29:08,297 - icews14_both - [INFO] - [Epoch 234]: Training Loss: 0.0015049, Valid MRR: 0.45198,
2023-06-22 03:29:08,934 - icews14_both - [INFO] - [E:235| 0]: Train Loss:0.0015127, Val MRR:0.45198, icews14_both
2023-06-22 03:30:11,689 - icews14_both - [INFO] - [E:235| 100]: Train Loss:0.0015058, Val MRR:0.45198, icews14_both
2023-06-22 03:31:14,448 - icews14_both - [INFO] - [E:235| 200]: Train Loss:0.0015048, Val MRR:0.45198, icews14_both
2023-06-22 03:32:17,239 - icews14_both - [INFO] - [E:235| 300]: Train Loss:0.0015044, Val MRR:0.45198, icews14_both
2023-06-22 03:33:19,998 - icews14_both - [INFO] - [E:235| 400]: Train Loss:0.0015043, Val MRR:0.45198, icews14_both
2023-06-22 03:34:22,761 - icews14_both - [INFO] - [E:235| 500]: Train Loss:0.0015046, Val MRR:0.45198, icews14_both
2023-06-22 03:35:25,542 - icews14_both - [INFO] - [E:235| 600]: Train Loss:0.0015045, Val MRR:0.45198, icews14_both
2023-06-22 03:36:28,249 - icews14_both - [INFO] - [E:235| 700]: Train Loss:0.0015047, Val MRR:0.45198, icews14_both
2023-06-22 03:37:30,925 - icews14_both - [INFO] - [E:235| 800]: Train Loss:0.0015047, Val MRR:0.45198, icews14_both
2023-06-22 03:38:33,713 - icews14_both - [INFO] - [E:235| 900]: Train Loss:0.0015049, Val MRR:0.45198, icews14_both
2023-06-22 03:39:17,852 - icews14_both - [INFO] - [Epoch:235]: Training Loss:0.001505
2023-06-22 03:39:18,066 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 03:39:31,680 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 03:39:45,087 - icews14_both - [INFO] - [Evaluating Epoch 235 valid]:
MRR: Tail : 0.47471, Head : 0.42437, Avg : 0.44954
2023-06-22 03:39:45,088 - icews14_both - [INFO] - [Epoch 235]: Training Loss: 0.0015048, Valid MRR: 0.45198,
2023-06-22 03:39:45,725 - icews14_both - [INFO] - [E:236| 0]: Train Loss:0.0015118, Val MRR:0.45198, icews14_both
2023-06-22 03:40:48,489 - icews14_both - [INFO] - [E:236| 100]: Train Loss:0.0015045, Val MRR:0.45198, icews14_both
2023-06-22 03:41:51,182 - icews14_both - [INFO] - [E:236| 200]: Train Loss:0.0015041, Val MRR:0.45198, icews14_both
2023-06-22 03:42:53,986 - icews14_both - [INFO] - [E:236| 300]: Train Loss:0.001504, Val MRR:0.45198, icews14_both
2023-06-22 03:43:56,750 - icews14_both - [INFO] - [E:236| 400]: Train Loss:0.0015037, Val MRR:0.45198, icews14_both
2023-06-22 03:44:59,454 - icews14_both - [INFO] - [E:236| 500]: Train Loss:0.0015038, Val MRR:0.45198, icews14_both
2023-06-22 03:46:02,168 - icews14_both - [INFO] - [E:236| 600]: Train Loss:0.0015039, Val MRR:0.45198, icews14_both
2023-06-22 03:47:05,166 - icews14_both - [INFO] - [E:236| 700]: Train Loss:0.0015041, Val MRR:0.45198, icews14_both
2023-06-22 03:48:08,064 - icews14_both - [INFO] - [E:236| 800]: Train Loss:0.0015042, Val MRR:0.45198, icews14_both
2023-06-22 03:49:10,970 - icews14_both - [INFO] - [E:236| 900]: Train Loss:0.0015043, Val MRR:0.45198, icews14_both
2023-06-22 03:49:55,204 - icews14_both - [INFO] - [Epoch:236]: Training Loss:0.001504
2023-06-22 03:49:55,417 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 03:50:09,045 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 03:50:22,466 - icews14_both - [INFO] - [Evaluating Epoch 236 valid]:
MRR: Tail : 0.47505, Head : 0.42427, Avg : 0.44966
2023-06-22 03:50:22,466 - icews14_both - [INFO] - [Epoch 236]: Training Loss: 0.0015044, Valid MRR: 0.45198,
2023-06-22 03:50:23,105 - icews14_both - [INFO] - [E:237| 0]: Train Loss:0.0015222, Val MRR:0.45198, icews14_both
2023-06-22 03:51:25,989 - icews14_both - [INFO] - [E:237| 100]: Train Loss:0.0015038, Val MRR:0.45198, icews14_both
2023-06-22 03:52:28,898 - icews14_both - [INFO] - [E:237| 200]: Train Loss:0.0015043, Val MRR:0.45198, icews14_both
2023-06-22 03:53:31,806 - icews14_both - [INFO] - [E:237| 300]: Train Loss:0.0015045, Val MRR:0.45198, icews14_both
2023-06-22 03:54:34,715 - icews14_both - [INFO] - [E:237| 400]: Train Loss:0.0015047, Val MRR:0.45198, icews14_both
2023-06-22 03:55:37,588 - icews14_both - [INFO] - [E:237| 500]: Train Loss:0.0015046, Val MRR:0.45198, icews14_both
2023-06-22 03:56:40,504 - icews14_both - [INFO] - [E:237| 600]: Train Loss:0.0015045, Val MRR:0.45198, icews14_both
2023-06-22 03:57:43,358 - icews14_both - [INFO] - [E:237| 700]: Train Loss:0.0015044, Val MRR:0.45198, icews14_both
2023-06-22 03:58:46,239 - icews14_both - [INFO] - [E:237| 800]: Train Loss:0.0015046, Val MRR:0.45198, icews14_both
2023-06-22 03:59:49,128 - icews14_both - [INFO] - [E:237| 900]: Train Loss:0.0015045, Val MRR:0.45198, icews14_both
2023-06-22 04:00:33,365 - icews14_both - [INFO] - [Epoch:237]: Training Loss:0.001504
2023-06-22 04:00:33,578 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 04:00:47,213 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 04:01:00,639 - icews14_both - [INFO] - [Evaluating Epoch 237 valid]:
MRR: Tail : 0.47857, Head : 0.42699, Avg : 0.45278
2023-06-22 04:01:01,963 - icews14_both - [INFO] - [Epoch 237]: Training Loss: 0.0015045, Valid MRR: 0.45278,
2023-06-22 04:01:02,601 - icews14_both - [INFO] - [E:238| 0]: Train Loss:0.0014959, Val MRR:0.45278, icews14_both
2023-06-22 04:02:05,498 - icews14_both - [INFO] - [E:238| 100]: Train Loss:0.001504, Val MRR:0.45278, icews14_both
2023-06-22 04:03:08,384 - icews14_both - [INFO] - [E:238| 200]: Train Loss:0.0015047, Val MRR:0.45278, icews14_both
2023-06-22 04:04:11,273 - icews14_both - [INFO] - [E:238| 300]: Train Loss:0.0015049, Val MRR:0.45278, icews14_both
2023-06-22 04:05:14,193 - icews14_both - [INFO] - [E:238| 400]: Train Loss:0.0015047, Val MRR:0.45278, icews14_both
2023-06-22 04:06:17,008 - icews14_both - [INFO] - [E:238| 500]: Train Loss:0.0015044, Val MRR:0.45278, icews14_both
2023-06-22 04:07:19,798 - icews14_both - [INFO] - [E:238| 600]: Train Loss:0.0015044, Val MRR:0.45278, icews14_both
2023-06-22 04:08:22,600 - icews14_both - [INFO] - [E:238| 700]: Train Loss:0.0015043, Val MRR:0.45278, icews14_both
2023-06-22 04:09:25,391 - icews14_both - [INFO] - [E:238| 800]: Train Loss:0.0015044, Val MRR:0.45278, icews14_both
2023-06-22 04:10:28,192 - icews14_both - [INFO] - [E:238| 900]: Train Loss:0.0015042, Val MRR:0.45278, icews14_both
2023-06-22 04:11:12,420 - icews14_both - [INFO] - [Epoch:238]: Training Loss:0.001504
2023-06-22 04:11:12,635 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 04:11:26,286 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 04:11:39,716 - icews14_both - [INFO] - [Evaluating Epoch 238 valid]:
MRR: Tail : 0.47393, Head : 0.42205, Avg : 0.44799
2023-06-22 04:11:39,716 - icews14_both - [INFO] - [Epoch 238]: Training Loss: 0.0015042, Valid MRR: 0.45278,
2023-06-22 04:11:40,354 - icews14_both - [INFO] - [E:239| 0]: Train Loss:0.0014982, Val MRR:0.45278, icews14_both
2023-06-22 04:12:43,284 - icews14_both - [INFO] - [E:239| 100]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both
2023-06-22 04:13:46,200 - icews14_both - [INFO] - [E:239| 200]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both
2023-06-22 04:14:49,116 - icews14_both - [INFO] - [E:239| 300]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both
2023-06-22 04:15:52,046 - icews14_both - [INFO] - [E:239| 400]: Train Loss:0.0015039, Val MRR:0.45278, icews14_both
2023-06-22 04:16:55,040 - icews14_both - [INFO] - [E:239| 500]: Train Loss:0.0015039, Val MRR:0.45278, icews14_both
2023-06-22 04:17:58,049 - icews14_both - [INFO] - [E:239| 600]: Train Loss:0.0015037, Val MRR:0.45278, icews14_both
2023-06-22 04:19:01,054 - icews14_both - [INFO] - [E:239| 700]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both
2023-06-22 04:20:04,032 - icews14_both - [INFO] - [E:239| 800]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both
2023-06-22 04:21:06,994 - icews14_both - [INFO] - [E:239| 900]: Train Loss:0.0015039, Val MRR:0.45278, icews14_both
2023-06-22 04:21:51,273 - icews14_both - [INFO] - [Epoch:239]: Training Loss:0.001504
2023-06-22 04:21:51,486 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 04:22:05,144 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 04:22:18,580 - icews14_both - [INFO] - [Evaluating Epoch 239 valid]:
MRR: Tail : 0.47698, Head : 0.42143, Avg : 0.44921
MR: Tail : 587.94, Head : 713.65, Avg : 650.8
Hit-1: Tail : 0.39363, Head : 0.33724, Avg : 0.36543
Hit-3: Tail : 0.52264, Head : 0.4621, Avg : 0.49237
Hit-10: Tail : 0.63212, Head : 0.58208, Avg : 0.6071
2023-06-22 04:22:18,580 - icews14_both - [INFO] - [Epoch 239]: Training Loss: 0.0015039, Valid MRR: 0.45278,
2023-06-22 04:22:19,220 - icews14_both - [INFO] - [E:240| 0]: Train Loss:0.0014964, Val MRR:0.45278, icews14_both
2023-06-22 04:23:22,184 - icews14_both - [INFO] - [E:240| 100]: Train Loss:0.0015035, Val MRR:0.45278, icews14_both
2023-06-22 04:24:25,167 - icews14_both - [INFO] - [E:240| 200]: Train Loss:0.0015037, Val MRR:0.45278, icews14_both
2023-06-22 04:25:28,133 - icews14_both - [INFO] - [E:240| 300]: Train Loss:0.0015034, Val MRR:0.45278, icews14_both
2023-06-22 04:26:31,092 - icews14_both - [INFO] - [E:240| 400]: Train Loss:0.0015036, Val MRR:0.45278, icews14_both
2023-06-22 04:27:34,038 - icews14_both - [INFO] - [E:240| 500]: Train Loss:0.0015036, Val MRR:0.45278, icews14_both
2023-06-22 04:28:37,000 - icews14_both - [INFO] - [E:240| 600]: Train Loss:0.0015035, Val MRR:0.45278, icews14_both
2023-06-22 04:29:39,992 - icews14_both - [INFO] - [E:240| 700]: Train Loss:0.0015036, Val MRR:0.45278, icews14_both
2023-06-22 04:30:43,001 - icews14_both - [INFO] - [E:240| 800]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both
2023-06-22 04:31:46,009 - icews14_both - [INFO] - [E:240| 900]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both
2023-06-22 04:32:30,311 - icews14_both - [INFO] - [Epoch:240]: Training Loss:0.001504
2023-06-22 04:32:30,524 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 04:32:44,171 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 04:32:57,604 - icews14_both - [INFO] - [Evaluating Epoch 240 valid]:
MRR: Tail : 0.47839, Head : 0.42282, Avg : 0.4506
2023-06-22 04:32:57,604 - icews14_both - [INFO] - [Epoch 240]: Training Loss: 0.0015039, Valid MRR: 0.45278,
2023-06-22 04:32:58,242 - icews14_both - [INFO] - [E:241| 0]: Train Loss:0.0014931, Val MRR:0.45278, icews14_both
2023-06-22 04:34:01,209 - icews14_both - [INFO] - [E:241| 100]: Train Loss:0.0015035, Val MRR:0.45278, icews14_both
2023-06-22 04:35:04,178 - icews14_both - [INFO] - [E:241| 200]: Train Loss:0.0015032, Val MRR:0.45278, icews14_both
2023-06-22 04:36:07,146 - icews14_both - [INFO] - [E:241| 300]: Train Loss:0.0015036, Val MRR:0.45278, icews14_both
2023-06-22 04:37:10,112 - icews14_both - [INFO] - [E:241| 400]: Train Loss:0.0015037, Val MRR:0.45278, icews14_both
2023-06-22 04:38:13,060 - icews14_both - [INFO] - [E:241| 500]: Train Loss:0.0015036, Val MRR:0.45278, icews14_both
2023-06-22 04:39:16,018 - icews14_both - [INFO] - [E:241| 600]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both
2023-06-22 04:40:18,969 - icews14_both - [INFO] - [E:241| 700]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both
2023-06-22 04:41:21,913 - icews14_both - [INFO] - [E:241| 800]: Train Loss:0.0015039, Val MRR:0.45278, icews14_both
2023-06-22 04:42:24,897 - icews14_both - [INFO] - [E:241| 900]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both
2023-06-22 04:43:09,187 - icews14_both - [INFO] - [Epoch:241]: Training Loss:0.001504
2023-06-22 04:43:09,401 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 04:43:23,082 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 04:43:36,537 - icews14_both - [INFO] - [Evaluating Epoch 241 valid]:
MRR: Tail : 0.4782, Head : 0.42321, Avg : 0.45071
2023-06-22 04:43:36,537 - icews14_both - [INFO] - [Epoch 241]: Training Loss: 0.0015038, Valid MRR: 0.45278,
2023-06-22 04:43:37,175 - icews14_both - [INFO] - [E:242| 0]: Train Loss:0.001509, Val MRR:0.45278, icews14_both
2023-06-22 04:44:40,209 - icews14_both - [INFO] - [E:242| 100]: Train Loss:0.0015025, Val MRR:0.45278, icews14_both
2023-06-22 04:45:43,194 - icews14_both - [INFO] - [E:242| 200]: Train Loss:0.0015032, Val MRR:0.45278, icews14_both
2023-06-22 04:46:46,177 - icews14_both - [INFO] - [E:242| 300]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both
2023-06-22 04:47:49,151 - icews14_both - [INFO] - [E:242| 400]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both
2023-06-22 04:48:52,108 - icews14_both - [INFO] - [E:242| 500]: Train Loss:0.0015039, Val MRR:0.45278, icews14_both
2023-06-22 04:49:55,071 - icews14_both - [INFO] - [E:242| 600]: Train Loss:0.0015039, Val MRR:0.45278, icews14_both
2023-06-22 04:50:58,016 - icews14_both - [INFO] - [E:242| 700]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both
2023-06-22 04:52:00,984 - icews14_both - [INFO] - [E:242| 800]: Train Loss:0.0015037, Val MRR:0.45278, icews14_both
2023-06-22 04:53:03,930 - icews14_both - [INFO] - [E:242| 900]: Train Loss:0.0015038, Val MRR:0.45278, icews14_both
2023-06-22 04:53:48,202 - icews14_both - [INFO] - [Epoch:242]: Training Loss:0.001504
2023-06-22 04:53:48,416 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 04:54:02,054 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 04:54:15,484 - icews14_both - [INFO] - [Evaluating Epoch 242 valid]:
MRR: Tail : 0.47531, Head : 0.42413, Avg : 0.44972
2023-06-22 04:54:15,484 - icews14_both - [INFO] - [Epoch 242]: Training Loss: 0.0015038, Valid MRR: 0.45278,
2023-06-22 04:54:16,126 - icews14_both - [INFO] - [E:243| 0]: Train Loss:0.0014991, Val MRR:0.45278, icews14_both
2023-06-22 04:55:19,109 - icews14_both - [INFO] - [E:243| 100]: Train Loss:0.0015027, Val MRR:0.45278, icews14_both
2023-06-22 04:56:22,199 - icews14_both - [INFO] - [E:243| 200]: Train Loss:0.0015036, Val MRR:0.45278, icews14_both
2023-06-22 04:57:25,225 - icews14_both - [INFO] - [E:243| 300]: Train Loss:0.0015036, Val MRR:0.45278, icews14_both
2023-06-22 04:58:28,209 - icews14_both - [INFO] - [E:243| 400]: Train Loss:0.0015037, Val MRR:0.45278, icews14_both
2023-06-22 04:59:31,170 - icews14_both - [INFO] - [E:243| 500]: Train Loss:0.0015032, Val MRR:0.45278, icews14_both
2023-06-22 05:00:34,136 - icews14_both - [INFO] - [E:243| 600]: Train Loss:0.0015032, Val MRR:0.45278, icews14_both
2023-06-22 05:01:37,056 - icews14_both - [INFO] - [E:243| 700]: Train Loss:0.0015035, Val MRR:0.45278, icews14_both
2023-06-22 05:02:39,994 - icews14_both - [INFO] - [E:243| 800]: Train Loss:0.0015034, Val MRR:0.45278, icews14_both
2023-06-22 05:03:42,929 - icews14_both - [INFO] - [E:243| 900]: Train Loss:0.0015035, Val MRR:0.45278, icews14_both
2023-06-22 05:04:27,179 - icews14_both - [INFO] - [Epoch:243]: Training Loss:0.001503
2023-06-22 05:04:27,392 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 05:04:41,031 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 05:04:54,450 - icews14_both - [INFO] - [Evaluating Epoch 243 valid]:
MRR: Tail : 0.47611, Head : 0.42248, Avg : 0.44929
2023-06-22 05:04:54,450 - icews14_both - [INFO] - [Epoch 243]: Training Loss: 0.0015035, Valid MRR: 0.45278,
2023-06-22 05:04:55,089 - icews14_both - [INFO] - [E:244| 0]: Train Loss:0.0015027, Val MRR:0.45278, icews14_both
2023-06-22 05:05:57,980 - icews14_both - [INFO] - [E:244| 100]: Train Loss:0.001504, Val MRR:0.45278, icews14_both
2023-06-22 05:07:00,883 - icews14_both - [INFO] - [E:244| 200]: Train Loss:0.0015035, Val MRR:0.45278, icews14_both
2023-06-22 05:08:03,842 - icews14_both - [INFO] - [E:244| 300]: Train Loss:0.0015032, Val MRR:0.45278, icews14_both
2023-06-22 05:09:06,809 - icews14_both - [INFO] - [E:244| 400]: Train Loss:0.0015033, Val MRR:0.45278, icews14_both
2023-06-22 05:10:09,799 - icews14_both - [INFO] - [E:244| 500]: Train Loss:0.0015031, Val MRR:0.45278, icews14_both
2023-06-22 05:11:12,775 - icews14_both - [INFO] - [E:244| 600]: Train Loss:0.0015033, Val MRR:0.45278, icews14_both
2023-06-22 05:12:15,742 - icews14_both - [INFO] - [E:244| 700]: Train Loss:0.0015031, Val MRR:0.45278, icews14_both
2023-06-22 05:13:18,703 - icews14_both - [INFO] - [E:244| 800]: Train Loss:0.0015032, Val MRR:0.45278, icews14_both
2023-06-22 05:14:21,628 - icews14_both - [INFO] - [E:244| 900]: Train Loss:0.0015032, Val MRR:0.45278, icews14_both
2023-06-22 05:15:05,924 - icews14_both - [INFO] - [Epoch:244]: Training Loss:0.001503
2023-06-22 05:15:06,139 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 05:15:19,779 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 05:15:33,197 - icews14_both - [INFO] - [Evaluating Epoch 244 valid]:
MRR: Tail : 0.47508, Head : 0.42245, Avg : 0.44877
2023-06-22 05:15:33,197 - icews14_both - [INFO] - [Epoch 244]: Training Loss: 0.0015033, Valid MRR: 0.45278,
2023-06-22 05:15:33,839 - icews14_both - [INFO] - [E:245| 0]: Train Loss:0.0015054, Val MRR:0.45278, icews14_both
2023-06-22 05:16:36,760 - icews14_both - [INFO] - [E:245| 100]: Train Loss:0.0015032, Val MRR:0.45278, icews14_both
2023-06-22 05:17:39,715 - icews14_both - [INFO] - [E:245| 200]: Train Loss:0.0015031, Val MRR:0.45278, icews14_both
2023-06-22 05:18:42,657 - icews14_both - [INFO] - [E:245| 300]: Train Loss:0.0015027, Val MRR:0.45278, icews14_both
2023-06-22 05:19:45,610 - icews14_both - [INFO] - [E:245| 400]: Train Loss:0.0015027, Val MRR:0.45278, icews14_both
2023-06-22 05:20:48,568 - icews14_both - [INFO] - [E:245| 500]: Train Loss:0.0015028, Val MRR:0.45278, icews14_both
2023-06-22 05:21:51,554 - icews14_both - [INFO] - [E:245| 600]: Train Loss:0.0015028, Val MRR:0.45278, icews14_both
2023-06-22 05:22:54,548 - icews14_both - [INFO] - [E:245| 700]: Train Loss:0.0015029, Val MRR:0.45278, icews14_both
2023-06-22 05:23:57,547 - icews14_both - [INFO] - [E:245| 800]: Train Loss:0.001503, Val MRR:0.45278, icews14_both
2023-06-22 05:25:00,518 - icews14_both - [INFO] - [E:245| 900]: Train Loss:0.0015029, Val MRR:0.45278, icews14_both
2023-06-22 05:25:44,789 - icews14_both - [INFO] - [Epoch:245]: Training Loss:0.001503
2023-06-22 05:25:45,002 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 05:25:58,651 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 05:26:12,075 - icews14_both - [INFO] - [Evaluating Epoch 245 valid]:
MRR: Tail : 0.47532, Head : 0.42274, Avg : 0.44903
2023-06-22 05:26:12,075 - icews14_both - [INFO] - [Epoch 245]: Training Loss: 0.0015029, Valid MRR: 0.45278,
2023-06-22 05:26:12,718 - icews14_both - [INFO] - [E:246| 0]: Train Loss:0.0014933, Val MRR:0.45278, icews14_both
2023-06-22 05:27:15,691 - icews14_both - [INFO] - [E:246| 100]: Train Loss:0.0015016, Val MRR:0.45278, icews14_both
2023-06-22 05:28:18,656 - icews14_both - [INFO] - [E:246| 200]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both
2023-06-22 05:29:21,618 - icews14_both - [INFO] - [E:246| 300]: Train Loss:0.0015025, Val MRR:0.45278, icews14_both
2023-06-22 05:30:24,588 - icews14_both - [INFO] - [E:246| 400]: Train Loss:0.0015028, Val MRR:0.45278, icews14_both
2023-06-22 05:31:27,552 - icews14_both - [INFO] - [E:246| 500]: Train Loss:0.0015028, Val MRR:0.45278, icews14_both
2023-06-22 05:32:30,500 - icews14_both - [INFO] - [E:246| 600]: Train Loss:0.0015029, Val MRR:0.45278, icews14_both
2023-06-22 05:33:33,510 - icews14_both - [INFO] - [E:246| 700]: Train Loss:0.0015029, Val MRR:0.45278, icews14_both
2023-06-22 05:34:36,489 - icews14_both - [INFO] - [E:246| 800]: Train Loss:0.001503, Val MRR:0.45278, icews14_both
2023-06-22 05:35:39,494 - icews14_both - [INFO] - [E:246| 900]: Train Loss:0.0015029, Val MRR:0.45278, icews14_both
2023-06-22 05:36:23,826 - icews14_both - [INFO] - [Epoch:246]: Training Loss:0.001503
2023-06-22 05:36:24,040 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 05:36:37,681 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 05:36:51,116 - icews14_both - [INFO] - [Evaluating Epoch 246 valid]:
MRR: Tail : 0.4753, Head : 0.42147, Avg : 0.44839
2023-06-22 05:36:51,116 - icews14_both - [INFO] - [Epoch 246]: Training Loss: 0.0015029, Valid MRR: 0.45278,
2023-06-22 05:36:51,755 - icews14_both - [INFO] - [E:247| 0]: Train Loss:0.0015033, Val MRR:0.45278, icews14_both
2023-06-22 05:37:54,738 - icews14_both - [INFO] - [E:247| 100]: Train Loss:0.0015026, Val MRR:0.45278, icews14_both
2023-06-22 05:38:57,707 - icews14_both - [INFO] - [E:247| 200]: Train Loss:0.0015023, Val MRR:0.45278, icews14_both
2023-06-22 05:40:00,674 - icews14_both - [INFO] - [E:247| 300]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both
2023-06-22 05:41:03,642 - icews14_both - [INFO] - [E:247| 400]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both
2023-06-22 05:42:06,613 - icews14_both - [INFO] - [E:247| 500]: Train Loss:0.001502, Val MRR:0.45278, icews14_both
2023-06-22 05:43:09,574 - icews14_both - [INFO] - [E:247| 600]: Train Loss:0.0015022, Val MRR:0.45278, icews14_both
2023-06-22 05:44:12,542 - icews14_both - [INFO] - [E:247| 700]: Train Loss:0.0015022, Val MRR:0.45278, icews14_both
2023-06-22 05:45:15,475 - icews14_both - [INFO] - [E:247| 800]: Train Loss:0.0015022, Val MRR:0.45278, icews14_both
2023-06-22 05:46:18,434 - icews14_both - [INFO] - [E:247| 900]: Train Loss:0.0015024, Val MRR:0.45278, icews14_both
2023-06-22 05:47:02,773 - icews14_both - [INFO] - [Epoch:247]: Training Loss:0.001503
2023-06-22 05:47:02,986 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 05:47:16,643 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 05:47:30,088 - icews14_both - [INFO] - [Evaluating Epoch 247 valid]:
MRR: Tail : 0.47511, Head : 0.42516, Avg : 0.45013
2023-06-22 05:47:30,088 - icews14_both - [INFO] - [Epoch 247]: Training Loss: 0.0015026, Valid MRR: 0.45278,
2023-06-22 05:47:30,733 - icews14_both - [INFO] - [E:248| 0]: Train Loss:0.0014958, Val MRR:0.45278, icews14_both
2023-06-22 05:48:33,725 - icews14_both - [INFO] - [E:248| 100]: Train Loss:0.0015028, Val MRR:0.45278, icews14_both
2023-06-22 05:49:36,582 - icews14_both - [INFO] - [E:248| 200]: Train Loss:0.0015024, Val MRR:0.45278, icews14_both
2023-06-22 05:50:39,414 - icews14_both - [INFO] - [E:248| 300]: Train Loss:0.0015028, Val MRR:0.45278, icews14_both
2023-06-22 05:51:42,224 - icews14_both - [INFO] - [E:248| 400]: Train Loss:0.0015025, Val MRR:0.45278, icews14_both
2023-06-22 05:52:45,049 - icews14_both - [INFO] - [E:248| 500]: Train Loss:0.0015026, Val MRR:0.45278, icews14_both
2023-06-22 05:53:47,864 - icews14_both - [INFO] - [E:248| 600]: Train Loss:0.0015027, Val MRR:0.45278, icews14_both
2023-06-22 05:54:50,656 - icews14_both - [INFO] - [E:248| 700]: Train Loss:0.0015026, Val MRR:0.45278, icews14_both
2023-06-22 05:55:53,458 - icews14_both - [INFO] - [E:248| 800]: Train Loss:0.0015026, Val MRR:0.45278, icews14_both
2023-06-22 05:56:56,339 - icews14_both - [INFO] - [E:248| 900]: Train Loss:0.0015026, Val MRR:0.45278, icews14_both
2023-06-22 05:57:40,625 - icews14_both - [INFO] - [Epoch:248]: Training Loss:0.001503
2023-06-22 05:57:40,838 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 05:57:54,465 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 05:58:07,893 - icews14_both - [INFO] - [Evaluating Epoch 248 valid]:
MRR: Tail : 0.47734, Head : 0.42747, Avg : 0.45241
2023-06-22 05:58:07,893 - icews14_both - [INFO] - [Epoch 248]: Training Loss: 0.0015027, Valid MRR: 0.45278,
2023-06-22 05:58:08,538 - icews14_both - [INFO] - [E:249| 0]: Train Loss:0.0015021, Val MRR:0.45278, icews14_both
2023-06-22 05:59:11,494 - icews14_both - [INFO] - [E:249| 100]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both
2023-06-22 06:00:14,497 - icews14_both - [INFO] - [E:249| 200]: Train Loss:0.0015021, Val MRR:0.45278, icews14_both
2023-06-22 06:01:17,498 - icews14_both - [INFO] - [E:249| 300]: Train Loss:0.001502, Val MRR:0.45278, icews14_both
2023-06-22 06:02:20,482 - icews14_both - [INFO] - [E:249| 400]: Train Loss:0.0015021, Val MRR:0.45278, icews14_both
2023-06-22 06:03:23,456 - icews14_both - [INFO] - [E:249| 500]: Train Loss:0.0015023, Val MRR:0.45278, icews14_both
2023-06-22 06:04:26,421 - icews14_both - [INFO] - [E:249| 600]: Train Loss:0.0015023, Val MRR:0.45278, icews14_both
2023-06-22 06:05:29,368 - icews14_both - [INFO] - [E:249| 700]: Train Loss:0.0015024, Val MRR:0.45278, icews14_both
2023-06-22 06:06:32,322 - icews14_both - [INFO] - [E:249| 800]: Train Loss:0.0015024, Val MRR:0.45278, icews14_both
2023-06-22 06:07:35,284 - icews14_both - [INFO] - [E:249| 900]: Train Loss:0.0015024, Val MRR:0.45278, icews14_both
2023-06-22 06:08:19,555 - icews14_both - [INFO] - [Epoch:249]: Training Loss:0.001502
2023-06-22 06:08:19,768 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 06:08:33,412 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 06:08:46,838 - icews14_both - [INFO] - [Evaluating Epoch 249 valid]:
MRR: Tail : 0.47855, Head : 0.42334, Avg : 0.45094
MR: Tail : 568.87, Head : 683.82, Avg : 626.35
Hit-1: Tail : 0.39631, Head : 0.34005, Avg : 0.36818
Hit-3: Tail : 0.52118, Head : 0.46308, Avg : 0.49213
Hit-10: Tail : 0.6309, Head : 0.58074, Avg : 0.60582
2023-06-22 06:08:46,838 - icews14_both - [INFO] - [Epoch 249]: Training Loss: 0.0015024, Valid MRR: 0.45278,
2023-06-22 06:08:47,478 - icews14_both - [INFO] - [E:250| 0]: Train Loss:0.0015076, Val MRR:0.45278, icews14_both
2023-06-22 06:09:50,399 - icews14_both - [INFO] - [E:250| 100]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both
2023-06-22 06:10:53,354 - icews14_both - [INFO] - [E:250| 200]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both
2023-06-22 06:11:56,314 - icews14_both - [INFO] - [E:250| 300]: Train Loss:0.0015017, Val MRR:0.45278, icews14_both
2023-06-22 06:12:59,281 - icews14_both - [INFO] - [E:250| 400]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both
2023-06-22 06:14:02,275 - icews14_both - [INFO] - [E:250| 500]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both
2023-06-22 06:15:05,234 - icews14_both - [INFO] - [E:250| 600]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both
2023-06-22 06:16:08,189 - icews14_both - [INFO] - [E:250| 700]: Train Loss:0.001502, Val MRR:0.45278, icews14_both
2023-06-22 06:17:11,093 - icews14_both - [INFO] - [E:250| 800]: Train Loss:0.0015022, Val MRR:0.45278, icews14_both
2023-06-22 06:18:14,093 - icews14_both - [INFO] - [E:250| 900]: Train Loss:0.0015022, Val MRR:0.45278, icews14_both
2023-06-22 06:18:58,276 - icews14_both - [INFO] - [Epoch:250]: Training Loss:0.001502
2023-06-22 06:18:58,489 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 06:19:12,110 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 06:19:25,520 - icews14_both - [INFO] - [Evaluating Epoch 250 valid]:
MRR: Tail : 0.47921, Head : 0.4251, Avg : 0.45215
2023-06-22 06:19:25,520 - icews14_both - [INFO] - [Epoch 250]: Training Loss: 0.0015023, Valid MRR: 0.45278,
2023-06-22 06:19:26,157 - icews14_both - [INFO] - [E:251| 0]: Train Loss:0.0015023, Val MRR:0.45278, icews14_both
2023-06-22 06:20:28,957 - icews14_both - [INFO] - [E:251| 100]: Train Loss:0.0015013, Val MRR:0.45278, icews14_both
2023-06-22 06:21:32,487 - icews14_both - [INFO] - [E:251| 200]: Train Loss:0.0015017, Val MRR:0.45278, icews14_both
2023-06-22 06:22:36,319 - icews14_both - [INFO] - [E:251| 300]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both
2023-06-22 06:23:39,222 - icews14_both - [INFO] - [E:251| 400]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both
2023-06-22 06:24:43,658 - icews14_both - [INFO] - [E:251| 500]: Train Loss:0.0015022, Val MRR:0.45278, icews14_both
2023-06-22 06:25:48,900 - icews14_both - [INFO] - [E:251| 600]: Train Loss:0.0015021, Val MRR:0.45278, icews14_both
2023-06-22 06:26:54,094 - icews14_both - [INFO] - [E:251| 700]: Train Loss:0.001502, Val MRR:0.45278, icews14_both
2023-06-22 06:27:57,129 - icews14_both - [INFO] - [E:251| 800]: Train Loss:0.0015021, Val MRR:0.45278, icews14_both
2023-06-22 06:29:00,118 - icews14_both - [INFO] - [E:251| 900]: Train Loss:0.0015021, Val MRR:0.45278, icews14_both
2023-06-22 06:29:44,401 - icews14_both - [INFO] - [Epoch:251]: Training Loss:0.001502
2023-06-22 06:29:44,614 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 06:29:58,247 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 06:30:11,676 - icews14_both - [INFO] - [Evaluating Epoch 251 valid]:
MRR: Tail : 0.47698, Head : 0.4249, Avg : 0.45094
2023-06-22 06:30:11,676 - icews14_both - [INFO] - [Epoch 251]: Training Loss: 0.0015022, Valid MRR: 0.45278,
2023-06-22 06:30:12,315 - icews14_both - [INFO] - [E:252| 0]: Train Loss:0.0015006, Val MRR:0.45278, icews14_both
2023-06-22 06:31:15,289 - icews14_both - [INFO] - [E:252| 100]: Train Loss:0.0015013, Val MRR:0.45278, icews14_both
2023-06-22 06:32:18,254 - icews14_both - [INFO] - [E:252| 200]: Train Loss:0.0015021, Val MRR:0.45278, icews14_both
2023-06-22 06:33:21,227 - icews14_both - [INFO] - [E:252| 300]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both
2023-06-22 06:34:24,204 - icews14_both - [INFO] - [E:252| 400]: Train Loss:0.0015016, Val MRR:0.45278, icews14_both
2023-06-22 06:35:27,111 - icews14_both - [INFO] - [E:252| 500]: Train Loss:0.0015017, Val MRR:0.45278, icews14_both
2023-06-22 06:36:30,019 - icews14_both - [INFO] - [E:252| 600]: Train Loss:0.0015017, Val MRR:0.45278, icews14_both
2023-06-22 06:37:32,940 - icews14_both - [INFO] - [E:252| 700]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both
2023-06-22 06:38:35,938 - icews14_both - [INFO] - [E:252| 800]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both
2023-06-22 06:39:38,934 - icews14_both - [INFO] - [E:252| 900]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both
2023-06-22 06:40:23,225 - icews14_both - [INFO] - [Epoch:252]: Training Loss:0.001502
2023-06-22 06:40:23,439 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 06:40:37,092 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 06:40:50,548 - icews14_both - [INFO] - [Evaluating Epoch 252 valid]:
MRR: Tail : 0.47774, Head : 0.42373, Avg : 0.45073
2023-06-22 06:40:50,548 - icews14_both - [INFO] - [Epoch 252]: Training Loss: 0.001502, Valid MRR: 0.45278,
2023-06-22 06:40:51,191 - icews14_both - [INFO] - [E:253| 0]: Train Loss:0.001499, Val MRR:0.45278, icews14_both
2023-06-22 06:41:54,167 - icews14_both - [INFO] - [E:253| 100]: Train Loss:0.0015013, Val MRR:0.45278, icews14_both
2023-06-22 06:42:57,132 - icews14_both - [INFO] - [E:253| 200]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both
2023-06-22 06:44:00,124 - icews14_both - [INFO] - [E:253| 300]: Train Loss:0.0015017, Val MRR:0.45278, icews14_both
2023-06-22 06:45:03,125 - icews14_both - [INFO] - [E:253| 400]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both
2023-06-22 06:46:06,119 - icews14_both - [INFO] - [E:253| 500]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both
2023-06-22 06:47:09,095 - icews14_both - [INFO] - [E:253| 600]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both
2023-06-22 06:48:12,068 - icews14_both - [INFO] - [E:253| 700]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both
2023-06-22 06:49:15,047 - icews14_both - [INFO] - [E:253| 800]: Train Loss:0.001502, Val MRR:0.45278, icews14_both
2023-06-22 06:50:18,016 - icews14_both - [INFO] - [E:253| 900]: Train Loss:0.001502, Val MRR:0.45278, icews14_both
2023-06-22 06:51:02,297 - icews14_both - [INFO] - [Epoch:253]: Training Loss:0.001502
2023-06-22 06:51:02,511 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 06:51:16,164 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 06:51:29,609 - icews14_both - [INFO] - [Evaluating Epoch 253 valid]:
MRR: Tail : 0.47976, Head : 0.4241, Avg : 0.45193
2023-06-22 06:51:29,609 - icews14_both - [INFO] - [Epoch 253]: Training Loss: 0.001502, Valid MRR: 0.45278,
2023-06-22 06:51:30,251 - icews14_both - [INFO] - [E:254| 0]: Train Loss:0.0014912, Val MRR:0.45278, icews14_both
2023-06-22 06:52:33,239 - icews14_both - [INFO] - [E:254| 100]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both
2023-06-22 06:53:36,221 - icews14_both - [INFO] - [E:254| 200]: Train Loss:0.0015023, Val MRR:0.45278, icews14_both
2023-06-22 06:54:39,225 - icews14_both - [INFO] - [E:254| 300]: Train Loss:0.0015022, Val MRR:0.45278, icews14_both
2023-06-22 06:55:42,194 - icews14_both - [INFO] - [E:254| 400]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both
2023-06-22 06:56:45,170 - icews14_both - [INFO] - [E:254| 500]: Train Loss:0.0015019, Val MRR:0.45278, icews14_both
2023-06-22 06:57:48,179 - icews14_both - [INFO] - [E:254| 600]: Train Loss:0.001502, Val MRR:0.45278, icews14_both
2023-06-22 06:58:51,076 - icews14_both - [INFO] - [E:254| 700]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both
2023-06-22 06:59:53,999 - icews14_both - [INFO] - [E:254| 800]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both
2023-06-22 07:00:56,954 - icews14_both - [INFO] - [E:254| 900]: Train Loss:0.0015018, Val MRR:0.45278, icews14_both
2023-06-22 07:01:41,272 - icews14_both - [INFO] - [Epoch:254]: Training Loss:0.001502
2023-06-22 07:01:41,485 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 07:01:55,143 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 07:02:08,591 - icews14_both - [INFO] - [Evaluating Epoch 254 valid]:
MRR: Tail : 0.47804, Head : 0.42353, Avg : 0.45079
2023-06-22 07:02:08,591 - icews14_both - [INFO] - [Epoch 254]: Training Loss: 0.0015019, Valid MRR: 0.45278,
2023-06-22 07:02:09,232 - icews14_both - [INFO] - [E:255| 0]: Train Loss:0.0015042, Val MRR:0.45278, icews14_both
2023-06-22 07:03:12,208 - icews14_both - [INFO] - [E:255| 100]: Train Loss:0.0015015, Val MRR:0.45278, icews14_both
2023-06-22 07:04:15,211 - icews14_both - [INFO] - [E:255| 200]: Train Loss:0.0015011, Val MRR:0.45278, icews14_both
2023-06-22 07:05:18,253 - icews14_both - [INFO] - [E:255| 300]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both
2023-06-22 07:06:21,284 - icews14_both - [INFO] - [E:255| 400]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both
2023-06-22 07:07:24,277 - icews14_both - [INFO] - [E:255| 500]: Train Loss:0.0015013, Val MRR:0.45278, icews14_both
2023-06-22 07:08:27,277 - icews14_both - [INFO] - [E:255| 600]: Train Loss:0.0015016, Val MRR:0.45278, icews14_both
2023-06-22 07:09:30,260 - icews14_both - [INFO] - [E:255| 700]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both
2023-06-22 07:10:33,256 - icews14_both - [INFO] - [E:255| 800]: Train Loss:0.0015016, Val MRR:0.45278, icews14_both
2023-06-22 07:11:36,238 - icews14_both - [INFO] - [E:255| 900]: Train Loss:0.0015016, Val MRR:0.45278, icews14_both
2023-06-22 07:12:20,535 - icews14_both - [INFO] - [Epoch:255]: Training Loss:0.001502
2023-06-22 07:12:20,748 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 07:12:34,389 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 07:12:47,825 - icews14_both - [INFO] - [Evaluating Epoch 255 valid]:
MRR: Tail : 0.47833, Head : 0.42199, Avg : 0.45016
2023-06-22 07:12:47,825 - icews14_both - [INFO] - [Epoch 255]: Training Loss: 0.0015018, Valid MRR: 0.45278,
2023-06-22 07:12:48,464 - icews14_both - [INFO] - [E:256| 0]: Train Loss:0.0015052, Val MRR:0.45278, icews14_both
2023-06-22 07:13:51,433 - icews14_both - [INFO] - [E:256| 100]: Train Loss:0.0015016, Val MRR:0.45278, icews14_both
2023-06-22 07:14:54,407 - icews14_both - [INFO] - [E:256| 200]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both
2023-06-22 07:15:57,395 - icews14_both - [INFO] - [E:256| 300]: Train Loss:0.0015015, Val MRR:0.45278, icews14_both
2023-06-22 07:17:00,398 - icews14_both - [INFO] - [E:256| 400]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both
2023-06-22 07:18:03,425 - icews14_both - [INFO] - [E:256| 500]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both
2023-06-22 07:19:06,702 - icews14_both - [INFO] - [E:256| 600]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both
2023-06-22 07:20:09,689 - icews14_both - [INFO] - [E:256| 700]: Train Loss:0.0015015, Val MRR:0.45278, icews14_both
2023-06-22 07:21:12,640 - icews14_both - [INFO] - [E:256| 800]: Train Loss:0.0015015, Val MRR:0.45278, icews14_both
2023-06-22 07:22:15,560 - icews14_both - [INFO] - [E:256| 900]: Train Loss:0.0015014, Val MRR:0.45278, icews14_both
2023-06-22 07:22:59,821 - icews14_both - [INFO] - [Epoch:256]: Training Loss:0.001501
2023-06-22 07:23:00,034 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 07:23:13,682 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 07:23:27,124 - icews14_both - [INFO] - [Evaluating Epoch 256 valid]:
MRR: Tail : 0.48169, Head : 0.4273, Avg : 0.4545
2023-06-22 07:23:28,447 - icews14_both - [INFO] - [Epoch 256]: Training Loss: 0.0015015, Valid MRR: 0.4545,
2023-06-22 07:23:29,093 - icews14_both - [INFO] - [E:257| 0]: Train Loss:0.0015079, Val MRR:0.4545, icews14_both
2023-06-22 07:24:32,109 - icews14_both - [INFO] - [E:257| 100]: Train Loss:0.0014998, Val MRR:0.4545, icews14_both
2023-06-22 07:25:35,051 - icews14_both - [INFO] - [E:257| 200]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both
2023-06-22 07:26:37,946 - icews14_both - [INFO] - [E:257| 300]: Train Loss:0.001501, Val MRR:0.4545, icews14_both
2023-06-22 07:27:40,935 - icews14_both - [INFO] - [E:257| 400]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both
2023-06-22 07:28:43,879 - icews14_both - [INFO] - [E:257| 500]: Train Loss:0.0015012, Val MRR:0.4545, icews14_both
2023-06-22 07:29:46,939 - icews14_both - [INFO] - [E:257| 600]: Train Loss:0.0015014, Val MRR:0.4545, icews14_both
2023-06-22 07:30:49,987 - icews14_both - [INFO] - [E:257| 700]: Train Loss:0.0015015, Val MRR:0.4545, icews14_both
2023-06-22 07:31:53,082 - icews14_both - [INFO] - [E:257| 800]: Train Loss:0.0015016, Val MRR:0.4545, icews14_both
2023-06-22 07:32:56,026 - icews14_both - [INFO] - [E:257| 900]: Train Loss:0.0015016, Val MRR:0.4545, icews14_both
2023-06-22 07:33:40,377 - icews14_both - [INFO] - [Epoch:257]: Training Loss:0.001502
2023-06-22 07:33:40,593 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 07:33:54,244 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 07:34:07,679 - icews14_both - [INFO] - [Evaluating Epoch 257 valid]:
MRR: Tail : 0.4798, Head : 0.42661, Avg : 0.45321
2023-06-22 07:34:07,679 - icews14_both - [INFO] - [Epoch 257]: Training Loss: 0.0015016, Valid MRR: 0.4545,
2023-06-22 07:34:08,320 - icews14_both - [INFO] - [E:258| 0]: Train Loss:0.0014918, Val MRR:0.4545, icews14_both
2023-06-22 07:35:11,366 - icews14_both - [INFO] - [E:258| 100]: Train Loss:0.0014999, Val MRR:0.4545, icews14_both
2023-06-22 07:36:14,437 - icews14_both - [INFO] - [E:258| 200]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both
2023-06-22 07:37:17,393 - icews14_both - [INFO] - [E:258| 300]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both
2023-06-22 07:38:20,353 - icews14_both - [INFO] - [E:258| 400]: Train Loss:0.0015009, Val MRR:0.4545, icews14_both
2023-06-22 07:39:23,407 - icews14_both - [INFO] - [E:258| 500]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both
2023-06-22 07:40:26,399 - icews14_both - [INFO] - [E:258| 600]: Train Loss:0.0015012, Val MRR:0.4545, icews14_both
2023-06-22 07:41:29,526 - icews14_both - [INFO] - [E:258| 700]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both
2023-06-22 07:42:32,807 - icews14_both - [INFO] - [E:258| 800]: Train Loss:0.001501, Val MRR:0.4545, icews14_both
2023-06-22 07:43:35,878 - icews14_both - [INFO] - [E:258| 900]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both
2023-06-22 07:44:20,234 - icews14_both - [INFO] - [Epoch:258]: Training Loss:0.001501
2023-06-22 07:44:20,447 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 07:44:34,115 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 07:44:47,565 - icews14_both - [INFO] - [Evaluating Epoch 258 valid]:
MRR: Tail : 0.47385, Head : 0.41959, Avg : 0.44672
2023-06-22 07:44:47,565 - icews14_both - [INFO] - [Epoch 258]: Training Loss: 0.0015012, Valid MRR: 0.4545,
2023-06-22 07:44:48,205 - icews14_both - [INFO] - [E:259| 0]: Train Loss:0.0014948, Val MRR:0.4545, icews14_both
2023-06-22 07:45:51,235 - icews14_both - [INFO] - [E:259| 100]: Train Loss:0.0015015, Val MRR:0.4545, icews14_both
2023-06-22 07:46:54,307 - icews14_both - [INFO] - [E:259| 200]: Train Loss:0.0015008, Val MRR:0.4545, icews14_both
2023-06-22 07:47:57,383 - icews14_both - [INFO] - [E:259| 300]: Train Loss:0.0015012, Val MRR:0.4545, icews14_both
2023-06-22 07:49:00,301 - icews14_both - [INFO] - [E:259| 400]: Train Loss:0.0015013, Val MRR:0.4545, icews14_both
2023-06-22 07:50:03,297 - icews14_both - [INFO] - [E:259| 500]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both
2023-06-22 07:51:06,300 - icews14_both - [INFO] - [E:259| 600]: Train Loss:0.001501, Val MRR:0.4545, icews14_both
2023-06-22 07:52:09,264 - icews14_both - [INFO] - [E:259| 700]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both
2023-06-22 07:53:12,293 - icews14_both - [INFO] - [E:259| 800]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both
2023-06-22 07:54:15,459 - icews14_both - [INFO] - [E:259| 900]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both
2023-06-22 07:54:59,856 - icews14_both - [INFO] - [Epoch:259]: Training Loss:0.001501
2023-06-22 07:55:00,071 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 07:55:13,742 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 07:55:27,194 - icews14_both - [INFO] - [Evaluating Epoch 259 valid]:
MRR: Tail : 0.47742, Head : 0.42329, Avg : 0.45036
MR: Tail : 618.93, Head : 707.92, Avg : 663.42
Hit-1: Tail : 0.39497, Head : 0.34163, Avg : 0.3683
Hit-3: Tail : 0.52325, Head : 0.46174, Avg : 0.49249
Hit-10: Tail : 0.63347, Head : 0.5794, Avg : 0.60643
2023-06-22 07:55:27,195 - icews14_both - [INFO] - [Epoch 259]: Training Loss: 0.0015012, Valid MRR: 0.4545,
2023-06-22 07:55:27,835 - icews14_both - [INFO] - [E:260| 0]: Train Loss:0.0015014, Val MRR:0.4545, icews14_both
2023-06-22 07:56:30,927 - icews14_both - [INFO] - [E:260| 100]: Train Loss:0.0015016, Val MRR:0.4545, icews14_both
2023-06-22 07:57:33,972 - icews14_both - [INFO] - [E:260| 200]: Train Loss:0.001501, Val MRR:0.4545, icews14_both
2023-06-22 07:58:36,914 - icews14_both - [INFO] - [E:260| 300]: Train Loss:0.001501, Val MRR:0.4545, icews14_both
2023-06-22 07:59:40,080 - icews14_both - [INFO] - [E:260| 400]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both
2023-06-22 08:00:43,224 - icews14_both - [INFO] - [E:260| 500]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both
2023-06-22 08:01:46,240 - icews14_both - [INFO] - [E:260| 600]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both
2023-06-22 08:02:49,349 - icews14_both - [INFO] - [E:260| 700]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both
2023-06-22 08:03:52,403 - icews14_both - [INFO] - [E:260| 800]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both
2023-06-22 08:04:55,348 - icews14_both - [INFO] - [E:260| 900]: Train Loss:0.0015008, Val MRR:0.4545, icews14_both
2023-06-22 08:05:39,619 - icews14_both - [INFO] - [Epoch:260]: Training Loss:0.001501
2023-06-22 08:05:39,833 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 08:05:53,491 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 08:06:06,940 - icews14_both - [INFO] - [Evaluating Epoch 260 valid]:
MRR: Tail : 0.47773, Head : 0.4207, Avg : 0.44921
2023-06-22 08:06:06,940 - icews14_both - [INFO] - [Epoch 260]: Training Loss: 0.0015008, Valid MRR: 0.4545,
2023-06-22 08:06:07,579 - icews14_both - [INFO] - [E:261| 0]: Train Loss:0.0015061, Val MRR:0.4545, icews14_both
2023-06-22 08:07:10,735 - icews14_both - [INFO] - [E:261| 100]: Train Loss:0.0015001, Val MRR:0.4545, icews14_both
2023-06-22 08:08:13,960 - icews14_both - [INFO] - [E:261| 200]: Train Loss:0.0015002, Val MRR:0.4545, icews14_both
2023-06-22 08:09:17,185 - icews14_both - [INFO] - [E:261| 300]: Train Loss:0.0015002, Val MRR:0.4545, icews14_both
2023-06-22 08:10:20,196 - icews14_both - [INFO] - [E:261| 400]: Train Loss:0.0015006, Val MRR:0.4545, icews14_both
2023-06-22 08:11:23,170 - icews14_both - [INFO] - [E:261| 500]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both
2023-06-22 08:12:26,263 - icews14_both - [INFO] - [E:261| 600]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both
2023-06-22 08:13:29,259 - icews14_both - [INFO] - [E:261| 700]: Train Loss:0.0015008, Val MRR:0.4545, icews14_both
2023-06-22 08:14:32,301 - icews14_both - [INFO] - [E:261| 800]: Train Loss:0.0015009, Val MRR:0.4545, icews14_both
2023-06-22 08:15:35,345 - icews14_both - [INFO] - [E:261| 900]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both
2023-06-22 08:16:19,748 - icews14_both - [INFO] - [Epoch:261]: Training Loss:0.001501
2023-06-22 08:16:19,964 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 08:16:33,604 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 08:16:47,027 - icews14_both - [INFO] - [Evaluating Epoch 261 valid]:
MRR: Tail : 0.4798, Head : 0.42379, Avg : 0.45179
2023-06-22 08:16:47,027 - icews14_both - [INFO] - [Epoch 261]: Training Loss: 0.001501, Valid MRR: 0.4545,
2023-06-22 08:16:47,667 - icews14_both - [INFO] - [E:262| 0]: Train Loss:0.0015086, Val MRR:0.4545, icews14_both
2023-06-22 08:17:50,630 - icews14_both - [INFO] - [E:262| 100]: Train Loss:0.0015002, Val MRR:0.4545, icews14_both
2023-06-22 08:18:53,632 - icews14_both - [INFO] - [E:262| 200]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both
2023-06-22 08:19:56,798 - icews14_both - [INFO] - [E:262| 300]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both
2023-06-22 08:20:59,931 - icews14_both - [INFO] - [E:262| 400]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both
2023-06-22 08:22:02,966 - icews14_both - [INFO] - [E:262| 500]: Train Loss:0.0015002, Val MRR:0.4545, icews14_both
2023-06-22 08:23:06,148 - icews14_both - [INFO] - [E:262| 600]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both
2023-06-22 08:24:09,089 - icews14_both - [INFO] - [E:262| 700]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both
2023-06-22 08:25:12,001 - icews14_both - [INFO] - [E:262| 800]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both
2023-06-22 08:26:14,984 - icews14_both - [INFO] - [E:262| 900]: Train Loss:0.0015006, Val MRR:0.4545, icews14_both
2023-06-22 08:26:59,258 - icews14_both - [INFO] - [Epoch:262]: Training Loss:0.001501
2023-06-22 08:26:59,471 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 08:27:13,136 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 08:27:26,570 - icews14_both - [INFO] - [Evaluating Epoch 262 valid]:
MRR: Tail : 0.47907, Head : 0.42478, Avg : 0.45192
2023-06-22 08:27:26,570 - icews14_both - [INFO] - [Epoch 262]: Training Loss: 0.0015007, Valid MRR: 0.4545,
2023-06-22 08:27:27,209 - icews14_both - [INFO] - [E:263| 0]: Train Loss:0.0015055, Val MRR:0.4545, icews14_both
2023-06-22 08:28:30,153 - icews14_both - [INFO] - [E:263| 100]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both
2023-06-22 08:29:33,100 - icews14_both - [INFO] - [E:263| 200]: Train Loss:0.0015006, Val MRR:0.4545, icews14_both
2023-06-22 08:30:36,178 - icews14_both - [INFO] - [E:263| 300]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both
2023-06-22 08:31:39,140 - icews14_both - [INFO] - [E:263| 400]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both
2023-06-22 08:32:42,219 - icews14_both - [INFO] - [E:263| 500]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both
2023-06-22 08:33:45,443 - icews14_both - [INFO] - [E:263| 600]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both
2023-06-22 08:34:48,559 - icews14_both - [INFO] - [E:263| 700]: Train Loss:0.0015008, Val MRR:0.4545, icews14_both
2023-06-22 08:35:51,697 - icews14_both - [INFO] - [E:263| 800]: Train Loss:0.0015006, Val MRR:0.4545, icews14_both
2023-06-22 08:36:54,703 - icews14_both - [INFO] - [E:263| 900]: Train Loss:0.0015006, Val MRR:0.4545, icews14_both
2023-06-22 08:37:39,037 - icews14_both - [INFO] - [Epoch:263]: Training Loss:0.001501
2023-06-22 08:37:39,251 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 08:37:52,904 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 08:38:06,362 - icews14_both - [INFO] - [Evaluating Epoch 263 valid]:
MRR: Tail : 0.47846, Head : 0.4218, Avg : 0.45013
2023-06-22 08:38:06,362 - icews14_both - [INFO] - [Epoch 263]: Training Loss: 0.0015006, Valid MRR: 0.4545,
2023-06-22 08:38:07,003 - icews14_both - [INFO] - [E:264| 0]: Train Loss:0.0014885, Val MRR:0.4545, icews14_both
2023-06-22 08:39:10,061 - icews14_both - [INFO] - [E:264| 100]: Train Loss:0.0015009, Val MRR:0.4545, icews14_both
2023-06-22 08:40:12,964 - icews14_both - [INFO] - [E:264| 200]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both
2023-06-22 08:41:15,883 - icews14_both - [INFO] - [E:264| 300]: Train Loss:0.0015003, Val MRR:0.4545, icews14_both
2023-06-22 08:42:18,825 - icews14_both - [INFO] - [E:264| 400]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both
2023-06-22 08:43:21,701 - icews14_both - [INFO] - [E:264| 500]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both
2023-06-22 08:44:24,582 - icews14_both - [INFO] - [E:264| 600]: Train Loss:0.0015006, Val MRR:0.4545, icews14_both
2023-06-22 08:45:27,701 - icews14_both - [INFO] - [E:264| 700]: Train Loss:0.0015008, Val MRR:0.4545, icews14_both
2023-06-22 08:46:30,765 - icews14_both - [INFO] - [E:264| 800]: Train Loss:0.0015008, Val MRR:0.4545, icews14_both
2023-06-22 08:47:33,844 - icews14_both - [INFO] - [E:264| 900]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both
2023-06-22 08:48:18,191 - icews14_both - [INFO] - [Epoch:264]: Training Loss:0.001501
2023-06-22 08:48:18,407 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 08:48:32,088 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 08:48:45,551 - icews14_both - [INFO] - [Evaluating Epoch 264 valid]:
MRR: Tail : 0.47992, Head : 0.42466, Avg : 0.45229
2023-06-22 08:48:45,551 - icews14_both - [INFO] - [Epoch 264]: Training Loss: 0.0015008, Valid MRR: 0.4545,
2023-06-22 08:48:46,195 - icews14_both - [INFO] - [E:265| 0]: Train Loss:0.0014884, Val MRR:0.4545, icews14_both
2023-06-22 08:49:49,204 - icews14_both - [INFO] - [E:265| 100]: Train Loss:0.0015008, Val MRR:0.4545, icews14_both
2023-06-22 08:50:52,192 - icews14_both - [INFO] - [E:265| 200]: Train Loss:0.0015007, Val MRR:0.4545, icews14_both
2023-06-22 08:51:55,186 - icews14_both - [INFO] - [E:265| 300]: Train Loss:0.0015006, Val MRR:0.4545, icews14_both
2023-06-22 08:52:58,174 - icews14_both - [INFO] - [E:265| 400]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both
2023-06-22 08:54:01,186 - icews14_both - [INFO] - [E:265| 500]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both
2023-06-22 08:55:04,216 - icews14_both - [INFO] - [E:265| 600]: Train Loss:0.0015003, Val MRR:0.4545, icews14_both
2023-06-22 08:56:07,263 - icews14_both - [INFO] - [E:265| 700]: Train Loss:0.0015003, Val MRR:0.4545, icews14_both
2023-06-22 08:57:10,315 - icews14_both - [INFO] - [E:265| 800]: Train Loss:0.0015003, Val MRR:0.4545, icews14_both
2023-06-22 08:58:13,745 - icews14_both - [INFO] - [E:265| 900]: Train Loss:0.0015003, Val MRR:0.4545, icews14_both
2023-06-22 08:58:58,310 - icews14_both - [INFO] - [Epoch:265]: Training Loss:0.0015
2023-06-22 08:58:58,529 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 08:59:12,214 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 08:59:25,688 - icews14_both - [INFO] - [Evaluating Epoch 265 valid]:
MRR: Tail : 0.47963, Head : 0.42055, Avg : 0.45009
2023-06-22 08:59:25,688 - icews14_both - [INFO] - [Epoch 265]: Training Loss: 0.0015004, Valid MRR: 0.4545,
2023-06-22 08:59:26,336 - icews14_both - [INFO] - [E:266| 0]: Train Loss:0.0015042, Val MRR:0.4545, icews14_both
2023-06-22 09:00:29,365 - icews14_both - [INFO] - [E:266| 100]: Train Loss:0.0015014, Val MRR:0.4545, icews14_both
2023-06-22 09:01:32,454 - icews14_both - [INFO] - [E:266| 200]: Train Loss:0.0015011, Val MRR:0.4545, icews14_both
2023-06-22 09:02:35,567 - icews14_both - [INFO] - [E:266| 300]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both
2023-06-22 09:03:38,676 - icews14_both - [INFO] - [E:266| 400]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both
2023-06-22 09:04:41,669 - icews14_both - [INFO] - [E:266| 500]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both
2023-06-22 09:05:44,931 - icews14_both - [INFO] - [E:266| 600]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both
2023-06-22 09:06:48,020 - icews14_both - [INFO] - [E:266| 700]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both
2023-06-22 09:07:51,098 - icews14_both - [INFO] - [E:266| 800]: Train Loss:0.0015006, Val MRR:0.4545, icews14_both
2023-06-22 09:08:54,148 - icews14_both - [INFO] - [E:266| 900]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both
2023-06-22 09:09:38,478 - icews14_both - [INFO] - [Epoch:266]: Training Loss:0.0015
2023-06-22 09:09:38,692 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 09:09:52,366 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 09:10:05,817 - icews14_both - [INFO] - [Evaluating Epoch 266 valid]:
MRR: Tail : 0.47854, Head : 0.42348, Avg : 0.45101
2023-06-22 09:10:05,817 - icews14_both - [INFO] - [Epoch 266]: Training Loss: 0.0015004, Valid MRR: 0.4545,
2023-06-22 09:10:06,457 - icews14_both - [INFO] - [E:267| 0]: Train Loss:0.0014912, Val MRR:0.4545, icews14_both
2023-06-22 09:11:09,473 - icews14_both - [INFO] - [E:267| 100]: Train Loss:0.001499, Val MRR:0.4545, icews14_both
2023-06-22 09:12:12,531 - icews14_both - [INFO] - [E:267| 200]: Train Loss:0.0014995, Val MRR:0.4545, icews14_both
2023-06-22 09:13:15,637 - icews14_both - [INFO] - [E:267| 300]: Train Loss:0.0015, Val MRR:0.4545, icews14_both
2023-06-22 09:14:18,652 - icews14_both - [INFO] - [E:267| 400]: Train Loss:0.0014996, Val MRR:0.4545, icews14_both
2023-06-22 09:15:21,684 - icews14_both - [INFO] - [E:267| 500]: Train Loss:0.0015, Val MRR:0.4545, icews14_both
2023-06-22 09:16:24,683 - icews14_both - [INFO] - [E:267| 600]: Train Loss:0.0014999, Val MRR:0.4545, icews14_both
2023-06-22 09:17:27,678 - icews14_both - [INFO] - [E:267| 700]: Train Loss:0.0015, Val MRR:0.4545, icews14_both
2023-06-22 09:18:30,628 - icews14_both - [INFO] - [E:267| 800]: Train Loss:0.0015, Val MRR:0.4545, icews14_both
2023-06-22 09:19:33,596 - icews14_both - [INFO] - [E:267| 900]: Train Loss:0.0015002, Val MRR:0.4545, icews14_both
2023-06-22 09:20:17,873 - icews14_both - [INFO] - [Epoch:267]: Training Loss:0.0015
2023-06-22 09:20:18,086 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 09:20:31,713 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 09:20:45,142 - icews14_both - [INFO] - [Evaluating Epoch 267 valid]:
MRR: Tail : 0.47919, Head : 0.42212, Avg : 0.45066
2023-06-22 09:20:45,142 - icews14_both - [INFO] - [Epoch 267]: Training Loss: 0.0015003, Valid MRR: 0.4545,
2023-06-22 09:20:45,783 - icews14_both - [INFO] - [E:268| 0]: Train Loss:0.001498, Val MRR:0.4545, icews14_both
2023-06-22 09:21:48,748 - icews14_both - [INFO] - [E:268| 100]: Train Loss:0.0015005, Val MRR:0.4545, icews14_both
2023-06-22 09:22:51,679 - icews14_both - [INFO] - [E:268| 200]: Train Loss:0.0015002, Val MRR:0.4545, icews14_both
2023-06-22 09:23:54,627 - icews14_both - [INFO] - [E:268| 300]: Train Loss:0.0015002, Val MRR:0.4545, icews14_both
2023-06-22 09:24:57,605 - icews14_both - [INFO] - [E:268| 400]: Train Loss:0.0015003, Val MRR:0.4545, icews14_both
2023-06-22 09:26:00,702 - icews14_both - [INFO] - [E:268| 500]: Train Loss:0.0015001, Val MRR:0.4545, icews14_both
2023-06-22 09:27:03,724 - icews14_both - [INFO] - [E:268| 600]: Train Loss:0.0015001, Val MRR:0.4545, icews14_both
2023-06-22 09:28:06,698 - icews14_both - [INFO] - [E:268| 700]: Train Loss:0.0015002, Val MRR:0.4545, icews14_both
2023-06-22 09:29:09,669 - icews14_both - [INFO] - [E:268| 800]: Train Loss:0.0015001, Val MRR:0.4545, icews14_both
2023-06-22 09:30:12,631 - icews14_both - [INFO] - [E:268| 900]: Train Loss:0.0015, Val MRR:0.4545, icews14_both
2023-06-22 09:30:56,899 - icews14_both - [INFO] - [Epoch:268]: Training Loss:0.0015
2023-06-22 09:30:57,113 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 09:31:10,773 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 09:31:24,213 - icews14_both - [INFO] - [Evaluating Epoch 268 valid]:
MRR: Tail : 0.47605, Head : 0.42315, Avg : 0.4496
2023-06-22 09:31:24,213 - icews14_both - [INFO] - [Epoch 268]: Training Loss: 0.0015, Valid MRR: 0.4545,
2023-06-22 09:31:24,851 - icews14_both - [INFO] - [E:269| 0]: Train Loss:0.001497, Val MRR:0.4545, icews14_both
2023-06-22 09:32:27,792 - icews14_both - [INFO] - [E:269| 100]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both
2023-06-22 09:33:30,781 - icews14_both - [INFO] - [E:269| 200]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both
2023-06-22 09:34:33,631 - icews14_both - [INFO] - [E:269| 300]: Train Loss:0.001499, Val MRR:0.4545, icews14_both
2023-06-22 09:35:36,557 - icews14_both - [INFO] - [E:269| 400]: Train Loss:0.0014995, Val MRR:0.4545, icews14_both
2023-06-22 09:36:39,567 - icews14_both - [INFO] - [E:269| 500]: Train Loss:0.0014993, Val MRR:0.4545, icews14_both
2023-06-22 09:37:42,645 - icews14_both - [INFO] - [E:269| 600]: Train Loss:0.0014992, Val MRR:0.4545, icews14_both
2023-06-22 09:38:45,758 - icews14_both - [INFO] - [E:269| 700]: Train Loss:0.0014996, Val MRR:0.4545, icews14_both
2023-06-22 09:39:48,733 - icews14_both - [INFO] - [E:269| 800]: Train Loss:0.0014997, Val MRR:0.4545, icews14_both
2023-06-22 09:40:51,666 - icews14_both - [INFO] - [E:269| 900]: Train Loss:0.0014997, Val MRR:0.4545, icews14_both
2023-06-22 09:41:35,992 - icews14_both - [INFO] - [Epoch:269]: Training Loss:0.0015
2023-06-22 09:41:36,206 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 09:41:49,855 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 09:42:03,302 - icews14_both - [INFO] - [Evaluating Epoch 269 valid]:
MRR: Tail : 0.47886, Head : 0.42461, Avg : 0.45174
MR: Tail : 566.41, Head : 684.55, Avg : 625.48
Hit-1: Tail : 0.39497, Head : 0.34066, Avg : 0.36781
Hit-3: Tail : 0.52301, Head : 0.46698, Avg : 0.495
Hit-10: Tail : 0.63701, Head : 0.58562, Avg : 0.61131
2023-06-22 09:42:03,303 - icews14_both - [INFO] - [Epoch 269]: Training Loss: 0.0014999, Valid MRR: 0.4545,
2023-06-22 09:42:03,943 - icews14_both - [INFO] - [E:270| 0]: Train Loss:0.0015018, Val MRR:0.4545, icews14_both
2023-06-22 09:43:06,923 - icews14_both - [INFO] - [E:270| 100]: Train Loss:0.0015001, Val MRR:0.4545, icews14_both
2023-06-22 09:44:09,925 - icews14_both - [INFO] - [E:270| 200]: Train Loss:0.0015002, Val MRR:0.4545, icews14_both
2023-06-22 09:45:12,958 - icews14_both - [INFO] - [E:270| 300]: Train Loss:0.0014999, Val MRR:0.4545, icews14_both
2023-06-22 09:46:16,001 - icews14_both - [INFO] - [E:270| 400]: Train Loss:0.0014997, Val MRR:0.4545, icews14_both
2023-06-22 09:47:19,037 - icews14_both - [INFO] - [E:270| 500]: Train Loss:0.0014996, Val MRR:0.4545, icews14_both
2023-06-22 09:48:22,224 - icews14_both - [INFO] - [E:270| 600]: Train Loss:0.0014997, Val MRR:0.4545, icews14_both
2023-06-22 09:49:25,246 - icews14_both - [INFO] - [E:270| 700]: Train Loss:0.0014998, Val MRR:0.4545, icews14_both
2023-06-22 09:50:28,257 - icews14_both - [INFO] - [E:270| 800]: Train Loss:0.0014999, Val MRR:0.4545, icews14_both
2023-06-22 09:51:31,327 - icews14_both - [INFO] - [E:270| 900]: Train Loss:0.0014999, Val MRR:0.4545, icews14_both
2023-06-22 09:52:15,803 - icews14_both - [INFO] - [Epoch:270]: Training Loss:0.0015
2023-06-22 09:52:16,017 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 09:52:29,708 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 09:52:43,180 - icews14_both - [INFO] - [Evaluating Epoch 270 valid]:
MRR: Tail : 0.48121, Head : 0.42275, Avg : 0.45198
2023-06-22 09:52:43,180 - icews14_both - [INFO] - [Epoch 270]: Training Loss: 0.0014999, Valid MRR: 0.4545,
2023-06-22 09:52:43,820 - icews14_both - [INFO] - [E:271| 0]: Train Loss:0.001495, Val MRR:0.4545, icews14_both
2023-06-22 09:53:46,908 - icews14_both - [INFO] - [E:271| 100]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both
2023-06-22 09:54:50,048 - icews14_both - [INFO] - [E:271| 200]: Train Loss:0.0014989, Val MRR:0.4545, icews14_both
2023-06-22 09:55:53,065 - icews14_both - [INFO] - [E:271| 300]: Train Loss:0.0014995, Val MRR:0.4545, icews14_both
2023-06-22 09:56:56,041 - icews14_both - [INFO] - [E:271| 400]: Train Loss:0.0014993, Val MRR:0.4545, icews14_both
2023-06-22 09:57:59,062 - icews14_both - [INFO] - [E:271| 500]: Train Loss:0.0014993, Val MRR:0.4545, icews14_both
2023-06-22 09:59:02,088 - icews14_both - [INFO] - [E:271| 600]: Train Loss:0.0014995, Val MRR:0.4545, icews14_both
2023-06-22 10:00:05,112 - icews14_both - [INFO] - [E:271| 700]: Train Loss:0.0014996, Val MRR:0.4545, icews14_both
2023-06-22 10:01:08,145 - icews14_both - [INFO] - [E:271| 800]: Train Loss:0.0014997, Val MRR:0.4545, icews14_both
2023-06-22 10:02:11,173 - icews14_both - [INFO] - [E:271| 900]: Train Loss:0.0014996, Val MRR:0.4545, icews14_both
2023-06-22 10:02:55,484 - icews14_both - [INFO] - [Epoch:271]: Training Loss:0.0015
2023-06-22 10:02:55,698 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 10:03:09,370 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 10:03:22,833 - icews14_both - [INFO] - [Evaluating Epoch 271 valid]:
MRR: Tail : 0.48077, Head : 0.42353, Avg : 0.45215
2023-06-22 10:03:22,834 - icews14_both - [INFO] - [Epoch 271]: Training Loss: 0.0014997, Valid MRR: 0.4545,
2023-06-22 10:03:23,476 - icews14_both - [INFO] - [E:272| 0]: Train Loss:0.0015029, Val MRR:0.4545, icews14_both
2023-06-22 10:04:26,515 - icews14_both - [INFO] - [E:272| 100]: Train Loss:0.0014993, Val MRR:0.4545, icews14_both
2023-06-22 10:05:29,543 - icews14_both - [INFO] - [E:272| 200]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both
2023-06-22 10:06:32,574 - icews14_both - [INFO] - [E:272| 300]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both
2023-06-22 10:07:35,595 - icews14_both - [INFO] - [E:272| 400]: Train Loss:0.0014993, Val MRR:0.4545, icews14_both
2023-06-22 10:08:38,633 - icews14_both - [INFO] - [E:272| 500]: Train Loss:0.0014992, Val MRR:0.4545, icews14_both
2023-06-22 10:09:41,673 - icews14_both - [INFO] - [E:272| 600]: Train Loss:0.0014992, Val MRR:0.4545, icews14_both
2023-06-22 10:10:44,709 - icews14_both - [INFO] - [E:272| 700]: Train Loss:0.0014994, Val MRR:0.4545, icews14_both
2023-06-22 10:11:47,744 - icews14_both - [INFO] - [E:272| 800]: Train Loss:0.0014993, Val MRR:0.4545, icews14_both
2023-06-22 10:12:50,764 - icews14_both - [INFO] - [E:272| 900]: Train Loss:0.0014994, Val MRR:0.4545, icews14_both
2023-06-22 10:13:35,092 - icews14_both - [INFO] - [Epoch:272]: Training Loss:0.001499
2023-06-22 10:13:35,306 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 10:13:48,973 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 10:14:02,426 - icews14_both - [INFO] - [Evaluating Epoch 272 valid]:
MRR: Tail : 0.47995, Head : 0.42, Avg : 0.44998
2023-06-22 10:14:02,426 - icews14_both - [INFO] - [Epoch 272]: Training Loss: 0.0014994, Valid MRR: 0.4545,
2023-06-22 10:14:03,067 - icews14_both - [INFO] - [E:273| 0]: Train Loss:0.0015001, Val MRR:0.4545, icews14_both
2023-06-22 10:15:06,195 - icews14_both - [INFO] - [E:273| 100]: Train Loss:0.0014997, Val MRR:0.4545, icews14_both
2023-06-22 10:16:09,234 - icews14_both - [INFO] - [E:273| 200]: Train Loss:0.0014997, Val MRR:0.4545, icews14_both
2023-06-22 10:17:12,282 - icews14_both - [INFO] - [E:273| 300]: Train Loss:0.0014996, Val MRR:0.4545, icews14_both
2023-06-22 10:18:15,323 - icews14_both - [INFO] - [E:273| 400]: Train Loss:0.0014997, Val MRR:0.4545, icews14_both
2023-06-22 10:19:18,385 - icews14_both - [INFO] - [E:273| 500]: Train Loss:0.0014997, Val MRR:0.4545, icews14_both
2023-06-22 10:20:21,414 - icews14_both - [INFO] - [E:273| 600]: Train Loss:0.0014996, Val MRR:0.4545, icews14_both
2023-06-22 10:21:24,445 - icews14_both - [INFO] - [E:273| 700]: Train Loss:0.0014995, Val MRR:0.4545, icews14_both
2023-06-22 10:22:27,482 - icews14_both - [INFO] - [E:273| 800]: Train Loss:0.0014995, Val MRR:0.4545, icews14_both
2023-06-22 10:23:30,504 - icews14_both - [INFO] - [E:273| 900]: Train Loss:0.0014995, Val MRR:0.4545, icews14_both
2023-06-22 10:24:14,829 - icews14_both - [INFO] - [Epoch:273]: Training Loss:0.0015
2023-06-22 10:24:15,042 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 10:24:28,706 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 10:24:42,172 - icews14_both - [INFO] - [Evaluating Epoch 273 valid]:
MRR: Tail : 0.48225, Head : 0.42192, Avg : 0.45208
2023-06-22 10:24:42,172 - icews14_both - [INFO] - [Epoch 273]: Training Loss: 0.0014995, Valid MRR: 0.4545,
2023-06-22 10:24:42,811 - icews14_both - [INFO] - [E:274| 0]: Train Loss:0.001493, Val MRR:0.4545, icews14_both
2023-06-22 10:25:45,821 - icews14_both - [INFO] - [E:274| 100]: Train Loss:0.0014994, Val MRR:0.4545, icews14_both
2023-06-22 10:26:48,845 - icews14_both - [INFO] - [E:274| 200]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both
2023-06-22 10:27:51,883 - icews14_both - [INFO] - [E:274| 300]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both
2023-06-22 10:28:54,925 - icews14_both - [INFO] - [E:274| 400]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both
2023-06-22 10:29:57,950 - icews14_both - [INFO] - [E:274| 500]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both
2023-06-22 10:31:00,967 - icews14_both - [INFO] - [E:274| 600]: Train Loss:0.001499, Val MRR:0.4545, icews14_both
2023-06-22 10:32:04,003 - icews14_both - [INFO] - [E:274| 700]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both
2023-06-22 10:33:07,048 - icews14_both - [INFO] - [E:274| 800]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both
2023-06-22 10:34:10,082 - icews14_both - [INFO] - [E:274| 900]: Train Loss:0.0014993, Val MRR:0.4545, icews14_both
2023-06-22 10:34:54,411 - icews14_both - [INFO] - [Epoch:274]: Training Loss:0.001499
2023-06-22 10:34:54,625 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 10:35:08,283 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 10:35:21,745 - icews14_both - [INFO] - [Evaluating Epoch 274 valid]:
MRR: Tail : 0.48043, Head : 0.42386, Avg : 0.45214
2023-06-22 10:35:21,745 - icews14_both - [INFO] - [Epoch 274]: Training Loss: 0.0014994, Valid MRR: 0.4545,
2023-06-22 10:35:22,387 - icews14_both - [INFO] - [E:275| 0]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both
2023-06-22 10:36:25,481 - icews14_both - [INFO] - [E:275| 100]: Train Loss:0.0014978, Val MRR:0.4545, icews14_both
2023-06-22 10:37:28,606 - icews14_both - [INFO] - [E:275| 200]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both
2023-06-22 10:38:31,725 - icews14_both - [INFO] - [E:275| 300]: Train Loss:0.0014984, Val MRR:0.4545, icews14_both
2023-06-22 10:39:34,834 - icews14_both - [INFO] - [E:275| 400]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both
2023-06-22 10:40:37,929 - icews14_both - [INFO] - [E:275| 500]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both
2023-06-22 10:41:41,019 - icews14_both - [INFO] - [E:275| 600]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both
2023-06-22 10:42:44,089 - icews14_both - [INFO] - [E:275| 700]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both
2023-06-22 10:43:47,132 - icews14_both - [INFO] - [E:275| 800]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both
2023-06-22 10:44:50,134 - icews14_both - [INFO] - [E:275| 900]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both
2023-06-22 10:45:34,428 - icews14_both - [INFO] - [Epoch:275]: Training Loss:0.001499
2023-06-22 10:45:34,642 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 10:45:48,299 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 10:46:01,754 - icews14_both - [INFO] - [Evaluating Epoch 275 valid]:
MRR: Tail : 0.47949, Head : 0.42463, Avg : 0.45206
2023-06-22 10:46:01,755 - icews14_both - [INFO] - [Epoch 275]: Training Loss: 0.0014991, Valid MRR: 0.4545,
2023-06-22 10:46:02,394 - icews14_both - [INFO] - [E:276| 0]: Train Loss:0.0015145, Val MRR:0.4545, icews14_both
2023-06-22 10:47:05,414 - icews14_both - [INFO] - [E:276| 100]: Train Loss:0.0014994, Val MRR:0.4545, icews14_both
2023-06-22 10:48:08,422 - icews14_both - [INFO] - [E:276| 200]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both
2023-06-22 10:49:11,421 - icews14_both - [INFO] - [E:276| 300]: Train Loss:0.0014989, Val MRR:0.4545, icews14_both
2023-06-22 10:50:14,420 - icews14_both - [INFO] - [E:276| 400]: Train Loss:0.0014992, Val MRR:0.4545, icews14_both
2023-06-22 10:51:17,492 - icews14_both - [INFO] - [E:276| 500]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both
2023-06-22 10:52:20,600 - icews14_both - [INFO] - [E:276| 600]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both
2023-06-22 10:53:23,724 - icews14_both - [INFO] - [E:276| 700]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both
2023-06-22 10:54:26,828 - icews14_both - [INFO] - [E:276| 800]: Train Loss:0.0014992, Val MRR:0.4545, icews14_both
2023-06-22 10:55:29,915 - icews14_both - [INFO] - [E:276| 900]: Train Loss:0.0014992, Val MRR:0.4545, icews14_both
2023-06-22 10:56:14,279 - icews14_both - [INFO] - [Epoch:276]: Training Loss:0.001499
2023-06-22 10:56:14,495 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 10:56:28,181 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 10:56:41,643 - icews14_both - [INFO] - [Evaluating Epoch 276 valid]:
MRR: Tail : 0.47585, Head : 0.42119, Avg : 0.44852
2023-06-22 10:56:41,643 - icews14_both - [INFO] - [Epoch 276]: Training Loss: 0.0014993, Valid MRR: 0.4545,
2023-06-22 10:56:42,284 - icews14_both - [INFO] - [E:277| 0]: Train Loss:0.0015001, Val MRR:0.4545, icews14_both
2023-06-22 10:57:45,375 - icews14_both - [INFO] - [E:277| 100]: Train Loss:0.0014994, Val MRR:0.4545, icews14_both
2023-06-22 10:58:48,483 - icews14_both - [INFO] - [E:277| 200]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both
2023-06-22 10:59:51,583 - icews14_both - [INFO] - [E:277| 300]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both
2023-06-22 11:00:54,704 - icews14_both - [INFO] - [E:277| 400]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both
2023-06-22 11:01:57,718 - icews14_both - [INFO] - [E:277| 500]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both
2023-06-22 11:03:00,748 - icews14_both - [INFO] - [E:277| 600]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both
2023-06-22 11:04:03,769 - icews14_both - [INFO] - [E:277| 700]: Train Loss:0.001499, Val MRR:0.4545, icews14_both
2023-06-22 11:05:06,782 - icews14_both - [INFO] - [E:277| 800]: Train Loss:0.001499, Val MRR:0.4545, icews14_both
2023-06-22 11:06:09,792 - icews14_both - [INFO] - [E:277| 900]: Train Loss:0.001499, Val MRR:0.4545, icews14_both
2023-06-22 11:06:54,102 - icews14_both - [INFO] - [Epoch:277]: Training Loss:0.001499
2023-06-22 11:06:54,316 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 11:07:07,980 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 11:07:21,431 - icews14_both - [INFO] - [Evaluating Epoch 277 valid]:
MRR: Tail : 0.47455, Head : 0.42458, Avg : 0.44956
2023-06-22 11:07:21,431 - icews14_both - [INFO] - [Epoch 277]: Training Loss: 0.0014991, Valid MRR: 0.4545,
2023-06-22 11:07:22,071 - icews14_both - [INFO] - [E:278| 0]: Train Loss:0.001494, Val MRR:0.4545, icews14_both
2023-06-22 11:08:25,079 - icews14_both - [INFO] - [E:278| 100]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both
2023-06-22 11:09:28,120 - icews14_both - [INFO] - [E:278| 200]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both
2023-06-22 11:10:31,207 - icews14_both - [INFO] - [E:278| 300]: Train Loss:0.0014989, Val MRR:0.4545, icews14_both
2023-06-22 11:11:34,305 - icews14_both - [INFO] - [E:278| 400]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both
2023-06-22 11:12:37,333 - icews14_both - [INFO] - [E:278| 500]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both
2023-06-22 11:13:40,440 - icews14_both - [INFO] - [E:278| 600]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both
2023-06-22 11:14:43,462 - icews14_both - [INFO] - [E:278| 700]: Train Loss:0.001499, Val MRR:0.4545, icews14_both
2023-06-22 11:15:46,520 - icews14_both - [INFO] - [E:278| 800]: Train Loss:0.001499, Val MRR:0.4545, icews14_both
2023-06-22 11:16:49,695 - icews14_both - [INFO] - [E:278| 900]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both
2023-06-22 11:17:34,053 - icews14_both - [INFO] - [Epoch:278]: Training Loss:0.001499
2023-06-22 11:17:34,267 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 11:17:47,936 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 11:18:01,386 - icews14_both - [INFO] - [Evaluating Epoch 278 valid]:
MRR: Tail : 0.48062, Head : 0.42608, Avg : 0.45335
2023-06-22 11:18:01,386 - icews14_both - [INFO] - [Epoch 278]: Training Loss: 0.0014989, Valid MRR: 0.4545,
2023-06-22 11:18:02,029 - icews14_both - [INFO] - [E:279| 0]: Train Loss:0.0014945, Val MRR:0.4545, icews14_both
2023-06-22 11:19:05,108 - icews14_both - [INFO] - [E:279| 100]: Train Loss:0.0014993, Val MRR:0.4545, icews14_both
2023-06-22 11:20:08,217 - icews14_both - [INFO] - [E:279| 200]: Train Loss:0.0014994, Val MRR:0.4545, icews14_both
2023-06-22 11:21:11,361 - icews14_both - [INFO] - [E:279| 300]: Train Loss:0.001499, Val MRR:0.4545, icews14_both
2023-06-22 11:22:14,566 - icews14_both - [INFO] - [E:279| 400]: Train Loss:0.0014989, Val MRR:0.4545, icews14_both
2023-06-22 11:23:17,614 - icews14_both - [INFO] - [E:279| 500]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both
2023-06-22 11:24:20,620 - icews14_both - [INFO] - [E:279| 600]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both
2023-06-22 11:25:23,613 - icews14_both - [INFO] - [E:279| 700]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both
2023-06-22 11:26:26,621 - icews14_both - [INFO] - [E:279| 800]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both
2023-06-22 11:27:29,639 - icews14_both - [INFO] - [E:279| 900]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both
2023-06-22 11:28:13,917 - icews14_both - [INFO] - [Epoch:279]: Training Loss:0.001499
2023-06-22 11:28:14,132 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 11:28:27,791 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 11:28:41,231 - icews14_both - [INFO] - [Evaluating Epoch 279 valid]:
MRR: Tail : 0.47646, Head : 0.42442, Avg : 0.45044
MR: Tail : 591.3, Head : 687.67, Avg : 639.48
Hit-1: Tail : 0.39619, Head : 0.34163, Avg : 0.36891
Hit-3: Tail : 0.52105, Head : 0.4654, Avg : 0.49323
Hit-10: Tail : 0.62456, Head : 0.57964, Avg : 0.6021
2023-06-22 11:28:41,231 - icews14_both - [INFO] - [Epoch 279]: Training Loss: 0.0014988, Valid MRR: 0.4545,
2023-06-22 11:28:41,871 - icews14_both - [INFO] - [E:280| 0]: Train Loss:0.0014976, Val MRR:0.4545, icews14_both
2023-06-22 11:29:44,906 - icews14_both - [INFO] - [E:280| 100]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both
2023-06-22 11:30:47,985 - icews14_both - [INFO] - [E:280| 200]: Train Loss:0.0014978, Val MRR:0.4545, icews14_both
2023-06-22 11:31:51,025 - icews14_both - [INFO] - [E:280| 300]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both
2023-06-22 11:32:54,096 - icews14_both - [INFO] - [E:280| 400]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both
2023-06-22 11:33:57,140 - icews14_both - [INFO] - [E:280| 500]: Train Loss:0.0014983, Val MRR:0.4545, icews14_both
2023-06-22 11:35:00,220 - icews14_both - [INFO] - [E:280| 600]: Train Loss:0.0014983, Val MRR:0.4545, icews14_both
2023-06-22 11:36:03,318 - icews14_both - [INFO] - [E:280| 700]: Train Loss:0.0014985, Val MRR:0.4545, icews14_both
2023-06-22 11:37:06,384 - icews14_both - [INFO] - [E:280| 800]: Train Loss:0.0014984, Val MRR:0.4545, icews14_both
2023-06-22 11:38:09,382 - icews14_both - [INFO] - [E:280| 900]: Train Loss:0.0014985, Val MRR:0.4545, icews14_both
2023-06-22 11:38:53,756 - icews14_both - [INFO] - [Epoch:280]: Training Loss:0.001499
2023-06-22 11:38:53,969 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 11:39:07,624 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 11:39:21,080 - icews14_both - [INFO] - [Evaluating Epoch 280 valid]:
MRR: Tail : 0.47603, Head : 0.42362, Avg : 0.44983
2023-06-22 11:39:21,080 - icews14_both - [INFO] - [Epoch 280]: Training Loss: 0.0014987, Valid MRR: 0.4545,
2023-06-22 11:39:21,719 - icews14_both - [INFO] - [E:281| 0]: Train Loss:0.001508, Val MRR:0.4545, icews14_both
2023-06-22 11:40:24,743 - icews14_both - [INFO] - [E:281| 100]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both
2023-06-22 11:41:27,749 - icews14_both - [INFO] - [E:281| 200]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both
2023-06-22 11:42:30,829 - icews14_both - [INFO] - [E:281| 300]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both
2023-06-22 11:43:33,952 - icews14_both - [INFO] - [E:281| 400]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both
2023-06-22 11:44:37,069 - icews14_both - [INFO] - [E:281| 500]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both
2023-06-22 11:45:40,145 - icews14_both - [INFO] - [E:281| 600]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both
2023-06-22 11:46:43,168 - icews14_both - [INFO] - [E:281| 700]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both
2023-06-22 11:47:46,160 - icews14_both - [INFO] - [E:281| 800]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both
2023-06-22 11:48:49,188 - icews14_both - [INFO] - [E:281| 900]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both
2023-06-22 11:49:33,476 - icews14_both - [INFO] - [Epoch:281]: Training Loss:0.001499
2023-06-22 11:49:33,689 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 11:49:47,341 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 11:50:00,785 - icews14_both - [INFO] - [Evaluating Epoch 281 valid]:
MRR: Tail : 0.48026, Head : 0.42738, Avg : 0.45382
2023-06-22 11:50:00,785 - icews14_both - [INFO] - [Epoch 281]: Training Loss: 0.0014987, Valid MRR: 0.4545,
2023-06-22 11:50:01,426 - icews14_both - [INFO] - [E:282| 0]: Train Loss:0.0015042, Val MRR:0.4545, icews14_both
2023-06-22 11:51:04,492 - icews14_both - [INFO] - [E:282| 100]: Train Loss:0.001499, Val MRR:0.4545, icews14_both
2023-06-22 11:52:07,591 - icews14_both - [INFO] - [E:282| 200]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both
2023-06-22 11:53:10,676 - icews14_both - [INFO] - [E:282| 300]: Train Loss:0.0014983, Val MRR:0.4545, icews14_both
2023-06-22 11:54:13,751 - icews14_both - [INFO] - [E:282| 400]: Train Loss:0.0014983, Val MRR:0.4545, icews14_both
2023-06-22 11:55:16,853 - icews14_both - [INFO] - [E:282| 500]: Train Loss:0.0014985, Val MRR:0.4545, icews14_both
2023-06-22 11:56:19,934 - icews14_both - [INFO] - [E:282| 600]: Train Loss:0.0014985, Val MRR:0.4545, icews14_both
2023-06-22 11:57:23,043 - icews14_both - [INFO] - [E:282| 700]: Train Loss:0.0014984, Val MRR:0.4545, icews14_both
2023-06-22 11:58:26,159 - icews14_both - [INFO] - [E:282| 800]: Train Loss:0.0014985, Val MRR:0.4545, icews14_both
2023-06-22 11:59:29,248 - icews14_both - [INFO] - [E:282| 900]: Train Loss:0.0014985, Val MRR:0.4545, icews14_both
2023-06-22 12:00:13,613 - icews14_both - [INFO] - [Epoch:282]: Training Loss:0.001499
2023-06-22 12:00:13,828 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 12:00:27,493 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 12:00:40,947 - icews14_both - [INFO] - [Evaluating Epoch 282 valid]:
MRR: Tail : 0.4803, Head : 0.42501, Avg : 0.45266
2023-06-22 12:00:40,947 - icews14_both - [INFO] - [Epoch 282]: Training Loss: 0.0014985, Valid MRR: 0.4545,
2023-06-22 12:00:41,590 - icews14_both - [INFO] - [E:283| 0]: Train Loss:0.0015134, Val MRR:0.4545, icews14_both
2023-06-22 12:01:44,700 - icews14_both - [INFO] - [E:283| 100]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both
2023-06-22 12:02:47,787 - icews14_both - [INFO] - [E:283| 200]: Train Loss:0.0014987, Val MRR:0.4545, icews14_both
2023-06-22 12:03:50,888 - icews14_both - [INFO] - [E:283| 300]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both
2023-06-22 12:04:53,969 - icews14_both - [INFO] - [E:283| 400]: Train Loss:0.0014983, Val MRR:0.4545, icews14_both
2023-06-22 12:05:57,036 - icews14_both - [INFO] - [E:283| 500]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both
2023-06-22 12:07:00,128 - icews14_both - [INFO] - [E:283| 600]: Train Loss:0.0014983, Val MRR:0.4545, icews14_both
2023-06-22 12:08:03,191 - icews14_both - [INFO] - [E:283| 700]: Train Loss:0.0014982, Val MRR:0.4545, icews14_both
2023-06-22 12:09:06,272 - icews14_both - [INFO] - [E:283| 800]: Train Loss:0.0014983, Val MRR:0.4545, icews14_both
2023-06-22 12:10:09,324 - icews14_both - [INFO] - [E:283| 900]: Train Loss:0.0014985, Val MRR:0.4545, icews14_both
2023-06-22 12:10:53,679 - icews14_both - [INFO] - [Epoch:283]: Training Loss:0.001499
2023-06-22 12:10:53,892 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 12:11:07,555 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 12:11:21,010 - icews14_both - [INFO] - [Evaluating Epoch 283 valid]:
MRR: Tail : 0.4776, Head : 0.42593, Avg : 0.45177
2023-06-22 12:11:21,010 - icews14_both - [INFO] - [Epoch 283]: Training Loss: 0.0014985, Valid MRR: 0.4545,
2023-06-22 12:11:21,652 - icews14_both - [INFO] - [E:284| 0]: Train Loss:0.001494, Val MRR:0.4545, icews14_both
2023-06-22 12:12:24,714 - icews14_both - [INFO] - [E:284| 100]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both
2023-06-22 12:13:27,790 - icews14_both - [INFO] - [E:284| 200]: Train Loss:0.0014982, Val MRR:0.4545, icews14_both
2023-06-22 12:14:30,824 - icews14_both - [INFO] - [E:284| 300]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both
2023-06-22 12:15:33,883 - icews14_both - [INFO] - [E:284| 400]: Train Loss:0.0014978, Val MRR:0.4545, icews14_both
2023-06-22 12:16:36,930 - icews14_both - [INFO] - [E:284| 500]: Train Loss:0.0014977, Val MRR:0.4545, icews14_both
2023-06-22 12:17:39,973 - icews14_both - [INFO] - [E:284| 600]: Train Loss:0.0014978, Val MRR:0.4545, icews14_both
2023-06-22 12:18:43,012 - icews14_both - [INFO] - [E:284| 700]: Train Loss:0.0014977, Val MRR:0.4545, icews14_both
2023-06-22 12:19:46,056 - icews14_both - [INFO] - [E:284| 800]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both
2023-06-22 12:20:49,119 - icews14_both - [INFO] - [E:284| 900]: Train Loss:0.001498, Val MRR:0.4545, icews14_both
2023-06-22 12:21:33,462 - icews14_both - [INFO] - [Epoch:284]: Training Loss:0.001498
2023-06-22 12:21:33,676 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 12:21:47,333 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 12:22:00,779 - icews14_both - [INFO] - [Evaluating Epoch 284 valid]:
MRR: Tail : 0.47628, Head : 0.42237, Avg : 0.44933
2023-06-22 12:22:00,779 - icews14_both - [INFO] - [Epoch 284]: Training Loss: 0.0014981, Valid MRR: 0.4545,
2023-06-22 12:22:01,420 - icews14_both - [INFO] - [E:285| 0]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both
2023-06-22 12:23:04,473 - icews14_both - [INFO] - [E:285| 100]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both
2023-06-22 12:24:07,529 - icews14_both - [INFO] - [E:285| 200]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both
2023-06-22 12:25:10,541 - icews14_both - [INFO] - [E:285| 300]: Train Loss:0.0014982, Val MRR:0.4545, icews14_both
2023-06-22 12:26:13,502 - icews14_both - [INFO] - [E:285| 400]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both
2023-06-22 12:27:16,454 - icews14_both - [INFO] - [E:285| 500]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both
2023-06-22 12:28:19,394 - icews14_both - [INFO] - [E:285| 600]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both
2023-06-22 12:29:22,334 - icews14_both - [INFO] - [E:285| 700]: Train Loss:0.001498, Val MRR:0.4545, icews14_both
2023-06-22 12:30:25,241 - icews14_both - [INFO] - [E:285| 800]: Train Loss:0.0014982, Val MRR:0.4545, icews14_both
2023-06-22 12:31:28,119 - icews14_both - [INFO] - [E:285| 900]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both
2023-06-22 12:32:12,368 - icews14_both - [INFO] - [Epoch:285]: Training Loss:0.001498
2023-06-22 12:32:12,582 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 12:32:26,195 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 12:32:39,587 - icews14_both - [INFO] - [Evaluating Epoch 285 valid]:
MRR: Tail : 0.47696, Head : 0.42261, Avg : 0.44979
2023-06-22 12:32:39,587 - icews14_both - [INFO] - [Epoch 285]: Training Loss: 0.0014982, Valid MRR: 0.4545,
2023-06-22 12:32:40,227 - icews14_both - [INFO] - [E:286| 0]: Train Loss:0.0014932, Val MRR:0.4545, icews14_both
2023-06-22 12:33:43,116 - icews14_both - [INFO] - [E:286| 100]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both
2023-06-22 12:34:46,013 - icews14_both - [INFO] - [E:286| 200]: Train Loss:0.0014975, Val MRR:0.4545, icews14_both
2023-06-22 12:35:48,911 - icews14_both - [INFO] - [E:286| 300]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both
2023-06-22 12:36:51,841 - icews14_both - [INFO] - [E:286| 400]: Train Loss:0.0014978, Val MRR:0.4545, icews14_both
2023-06-22 12:37:54,712 - icews14_both - [INFO] - [E:286| 500]: Train Loss:0.0014978, Val MRR:0.4545, icews14_both
2023-06-22 12:38:57,601 - icews14_both - [INFO] - [E:286| 600]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both
2023-06-22 12:40:00,529 - icews14_both - [INFO] - [E:286| 700]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both
2023-06-22 12:41:03,470 - icews14_both - [INFO] - [E:286| 800]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both
2023-06-22 12:42:06,373 - icews14_both - [INFO] - [E:286| 900]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both
2023-06-22 12:42:50,545 - icews14_both - [INFO] - [Epoch:286]: Training Loss:0.001498
2023-06-22 12:42:50,758 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 12:43:04,358 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 12:43:17,752 - icews14_both - [INFO] - [Evaluating Epoch 286 valid]:
MRR: Tail : 0.4768, Head : 0.42552, Avg : 0.45116
2023-06-22 12:43:17,752 - icews14_both - [INFO] - [Epoch 286]: Training Loss: 0.0014981, Valid MRR: 0.4545,
2023-06-22 12:43:18,390 - icews14_both - [INFO] - [E:287| 0]: Train Loss:0.001496, Val MRR:0.4545, icews14_both
2023-06-22 12:44:21,242 - icews14_both - [INFO] - [E:287| 100]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both
2023-06-22 12:45:24,051 - icews14_both - [INFO] - [E:287| 200]: Train Loss:0.0014977, Val MRR:0.4545, icews14_both
2023-06-22 12:46:26,878 - icews14_both - [INFO] - [E:287| 300]: Train Loss:0.001498, Val MRR:0.4545, icews14_both
2023-06-22 12:47:29,891 - icews14_both - [INFO] - [E:287| 400]: Train Loss:0.0014984, Val MRR:0.4545, icews14_both
2023-06-22 12:48:32,650 - icews14_both - [INFO] - [E:287| 500]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both
2023-06-22 12:49:35,454 - icews14_both - [INFO] - [E:287| 600]: Train Loss:0.0014982, Val MRR:0.4545, icews14_both
2023-06-22 12:50:38,289 - icews14_both - [INFO] - [E:287| 700]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both
2023-06-22 12:51:41,190 - icews14_both - [INFO] - [E:287| 800]: Train Loss:0.0014982, Val MRR:0.4545, icews14_both
2023-06-22 12:52:43,983 - icews14_both - [INFO] - [E:287| 900]: Train Loss:0.0014982, Val MRR:0.4545, icews14_both
2023-06-22 12:53:28,118 - icews14_both - [INFO] - [Epoch:287]: Training Loss:0.001498
2023-06-22 12:53:28,331 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 12:53:41,919 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 12:53:55,304 - icews14_both - [INFO] - [Evaluating Epoch 287 valid]:
MRR: Tail : 0.47794, Head : 0.42209, Avg : 0.45002
2023-06-22 12:53:55,305 - icews14_both - [INFO] - [Epoch 287]: Training Loss: 0.0014982, Valid MRR: 0.4545,
2023-06-22 12:53:55,940 - icews14_both - [INFO] - [E:288| 0]: Train Loss:0.0015015, Val MRR:0.4545, icews14_both
2023-06-22 12:54:58,730 - icews14_both - [INFO] - [E:288| 100]: Train Loss:0.0014981, Val MRR:0.4545, icews14_both
2023-06-22 12:56:01,501 - icews14_both - [INFO] - [E:288| 200]: Train Loss:0.0014983, Val MRR:0.4545, icews14_both
2023-06-22 12:57:04,245 - icews14_both - [INFO] - [E:288| 300]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both
2023-06-22 12:58:07,027 - icews14_both - [INFO] - [E:288| 400]: Train Loss:0.0014978, Val MRR:0.4545, icews14_both
2023-06-22 12:59:09,834 - icews14_both - [INFO] - [E:288| 500]: Train Loss:0.0014977, Val MRR:0.4545, icews14_both
2023-06-22 13:00:12,638 - icews14_both - [INFO] - [E:288| 600]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both
2023-06-22 13:01:15,418 - icews14_both - [INFO] - [E:288| 700]: Train Loss:0.001498, Val MRR:0.4545, icews14_both
2023-06-22 13:02:18,230 - icews14_both - [INFO] - [E:288| 800]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both
2023-06-22 13:03:21,013 - icews14_both - [INFO] - [E:288| 900]: Train Loss:0.0014979, Val MRR:0.4545, icews14_both
2023-06-22 13:04:05,194 - icews14_both - [INFO] - [Epoch:288]: Training Loss:0.001498
2023-06-22 13:04:05,406 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 13:04:19,007 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 13:04:32,414 - icews14_both - [INFO] - [Evaluating Epoch 288 valid]:
MRR: Tail : 0.47819, Head : 0.42555, Avg : 0.45187
2023-06-22 13:04:32,414 - icews14_both - [INFO] - [Epoch 288]: Training Loss: 0.001498, Valid MRR: 0.4545,
2023-06-22 13:04:33,053 - icews14_both - [INFO] - [E:289| 0]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both
2023-06-22 13:05:35,931 - icews14_both - [INFO] - [E:289| 100]: Train Loss:0.0014959, Val MRR:0.4545, icews14_both
2023-06-22 13:06:38,848 - icews14_both - [INFO] - [E:289| 200]: Train Loss:0.001497, Val MRR:0.4545, icews14_both
2023-06-22 13:07:41,772 - icews14_both - [INFO] - [E:289| 300]: Train Loss:0.0014972, Val MRR:0.4545, icews14_both
2023-06-22 13:08:44,668 - icews14_both - [INFO] - [E:289| 400]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both
2023-06-22 13:09:47,547 - icews14_both - [INFO] - [E:289| 500]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both
2023-06-22 13:10:50,473 - icews14_both - [INFO] - [E:289| 600]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both
2023-06-22 13:11:53,324 - icews14_both - [INFO] - [E:289| 700]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both
2023-06-22 13:12:56,192 - icews14_both - [INFO] - [E:289| 800]: Train Loss:0.0014975, Val MRR:0.4545, icews14_both
2023-06-22 13:13:59,079 - icews14_both - [INFO] - [E:289| 900]: Train Loss:0.0014977, Val MRR:0.4545, icews14_both
2023-06-22 13:14:43,314 - icews14_both - [INFO] - [Epoch:289]: Training Loss:0.001498
2023-06-22 13:14:43,528 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 13:14:57,132 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 13:15:10,517 - icews14_both - [INFO] - [Evaluating Epoch 289 valid]:
MRR: Tail : 0.48205, Head : 0.42685, Avg : 0.45445
MR: Tail : 579.01, Head : 662.55, Avg : 620.78
Hit-1: Tail : 0.39973, Head : 0.34395, Avg : 0.37184
Hit-3: Tail : 0.52618, Head : 0.4682, Avg : 0.49719
Hit-10: Tail : 0.63139, Head : 0.58696, Avg : 0.60918
2023-06-22 13:15:10,517 - icews14_both - [INFO] - [Epoch 289]: Training Loss: 0.0014978, Valid MRR: 0.4545,
2023-06-22 13:15:11,155 - icews14_both - [INFO] - [E:290| 0]: Train Loss:0.0014994, Val MRR:0.4545, icews14_both
2023-06-22 13:16:13,999 - icews14_both - [INFO] - [E:290| 100]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both
2023-06-22 13:17:16,826 - icews14_both - [INFO] - [E:290| 200]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both
2023-06-22 13:18:19,648 - icews14_both - [INFO] - [E:290| 300]: Train Loss:0.0014967, Val MRR:0.4545, icews14_both
2023-06-22 13:19:22,482 - icews14_both - [INFO] - [E:290| 400]: Train Loss:0.001497, Val MRR:0.4545, icews14_both
2023-06-22 13:20:25,325 - icews14_both - [INFO] - [E:290| 500]: Train Loss:0.001497, Val MRR:0.4545, icews14_both
2023-06-22 13:21:28,173 - icews14_both - [INFO] - [E:290| 600]: Train Loss:0.001497, Val MRR:0.4545, icews14_both
2023-06-22 13:22:31,022 - icews14_both - [INFO] - [E:290| 700]: Train Loss:0.0014972, Val MRR:0.4545, icews14_both
2023-06-22 13:23:33,924 - icews14_both - [INFO] - [E:290| 800]: Train Loss:0.0014972, Val MRR:0.4545, icews14_both
2023-06-22 13:24:36,765 - icews14_both - [INFO] - [E:290| 900]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both
2023-06-22 13:25:20,958 - icews14_both - [INFO] - [Epoch:290]: Training Loss:0.001498
2023-06-22 13:25:21,171 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 13:25:34,772 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 13:25:48,170 - icews14_both - [INFO] - [Evaluating Epoch 290 valid]:
MRR: Tail : 0.4767, Head : 0.42281, Avg : 0.44976
2023-06-22 13:25:48,170 - icews14_both - [INFO] - [Epoch 290]: Training Loss: 0.0014975, Valid MRR: 0.4545,
2023-06-22 13:25:48,810 - icews14_both - [INFO] - [E:291| 0]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 13:26:51,648 - icews14_both - [INFO] - [E:291| 100]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 13:27:54,463 - icews14_both - [INFO] - [E:291| 200]: Train Loss:0.0014967, Val MRR:0.4545, icews14_both
2023-06-22 13:28:57,257 - icews14_both - [INFO] - [E:291| 300]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both
2023-06-22 13:30:00,063 - icews14_both - [INFO] - [E:291| 400]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both
2023-06-22 13:31:02,853 - icews14_both - [INFO] - [E:291| 500]: Train Loss:0.0014975, Val MRR:0.4545, icews14_both
2023-06-22 13:32:05,719 - icews14_both - [INFO] - [E:291| 600]: Train Loss:0.0014975, Val MRR:0.4545, icews14_both
2023-06-22 13:33:08,644 - icews14_both - [INFO] - [E:291| 700]: Train Loss:0.0014975, Val MRR:0.4545, icews14_both
2023-06-22 13:34:11,551 - icews14_both - [INFO] - [E:291| 800]: Train Loss:0.0014976, Val MRR:0.4545, icews14_both
2023-06-22 13:35:14,411 - icews14_both - [INFO] - [E:291| 900]: Train Loss:0.0014975, Val MRR:0.4545, icews14_both
2023-06-22 13:35:58,666 - icews14_both - [INFO] - [Epoch:291]: Training Loss:0.001498
2023-06-22 13:35:58,881 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 13:36:12,492 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 13:36:25,890 - icews14_both - [INFO] - [Evaluating Epoch 291 valid]:
MRR: Tail : 0.48023, Head : 0.42834, Avg : 0.45429
2023-06-22 13:36:25,890 - icews14_both - [INFO] - [Epoch 291]: Training Loss: 0.0014975, Valid MRR: 0.4545,
2023-06-22 13:36:26,528 - icews14_both - [INFO] - [E:292| 0]: Train Loss:0.001488, Val MRR:0.4545, icews14_both
2023-06-22 13:37:29,350 - icews14_both - [INFO] - [E:292| 100]: Train Loss:0.001497, Val MRR:0.4545, icews14_both
2023-06-22 13:38:32,144 - icews14_both - [INFO] - [E:292| 200]: Train Loss:0.001497, Val MRR:0.4545, icews14_both
2023-06-22 13:39:34,972 - icews14_both - [INFO] - [E:292| 300]: Train Loss:0.0014971, Val MRR:0.4545, icews14_both
2023-06-22 13:40:37,748 - icews14_both - [INFO] - [E:292| 400]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both
2023-06-22 13:41:40,501 - icews14_both - [INFO] - [E:292| 500]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both
2023-06-22 13:42:43,265 - icews14_both - [INFO] - [E:292| 600]: Train Loss:0.0014972, Val MRR:0.4545, icews14_both
2023-06-22 13:43:46,034 - icews14_both - [INFO] - [E:292| 700]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both
2023-06-22 13:44:48,782 - icews14_both - [INFO] - [E:292| 800]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both
2023-06-22 13:45:51,558 - icews14_both - [INFO] - [E:292| 900]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both
2023-06-22 13:46:35,707 - icews14_both - [INFO] - [Epoch:292]: Training Loss:0.001497
2023-06-22 13:46:35,920 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 13:46:49,515 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 13:47:02,895 - icews14_both - [INFO] - [Evaluating Epoch 292 valid]:
MRR: Tail : 0.47725, Head : 0.42684, Avg : 0.45204
2023-06-22 13:47:02,896 - icews14_both - [INFO] - [Epoch 292]: Training Loss: 0.0014975, Valid MRR: 0.4545,
2023-06-22 13:47:03,540 - icews14_both - [INFO] - [E:293| 0]: Train Loss:0.0014922, Val MRR:0.4545, icews14_both
2023-06-22 13:48:06,311 - icews14_both - [INFO] - [E:293| 100]: Train Loss:0.0014978, Val MRR:0.4545, icews14_both
2023-06-22 13:49:09,100 - icews14_both - [INFO] - [E:293| 200]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both
2023-06-22 13:50:11,898 - icews14_both - [INFO] - [E:293| 300]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both
2023-06-22 13:51:14,688 - icews14_both - [INFO] - [E:293| 400]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both
2023-06-22 13:52:17,488 - icews14_both - [INFO] - [E:293| 500]: Train Loss:0.0014971, Val MRR:0.4545, icews14_both
2023-06-22 13:53:20,268 - icews14_both - [INFO] - [E:293| 600]: Train Loss:0.0014972, Val MRR:0.4545, icews14_both
2023-06-22 13:54:23,030 - icews14_both - [INFO] - [E:293| 700]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both
2023-06-22 13:55:25,788 - icews14_both - [INFO] - [E:293| 800]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both
2023-06-22 13:56:28,557 - icews14_both - [INFO] - [E:293| 900]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both
2023-06-22 13:57:12,695 - icews14_both - [INFO] - [Epoch:293]: Training Loss:0.001497
2023-06-22 13:57:12,908 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 13:57:26,508 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 13:57:39,880 - icews14_both - [INFO] - [Evaluating Epoch 293 valid]:
MRR: Tail : 0.47703, Head : 0.42389, Avg : 0.45046
2023-06-22 13:57:39,880 - icews14_both - [INFO] - [Epoch 293]: Training Loss: 0.0014973, Valid MRR: 0.4545,
2023-06-22 13:57:40,520 - icews14_both - [INFO] - [E:294| 0]: Train Loss:0.0015119, Val MRR:0.4545, icews14_both
2023-06-22 13:58:43,298 - icews14_both - [INFO] - [E:294| 100]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both
2023-06-22 13:59:46,137 - icews14_both - [INFO] - [E:294| 200]: Train Loss:0.0014971, Val MRR:0.4545, icews14_both
2023-06-22 14:00:48,978 - icews14_both - [INFO] - [E:294| 300]: Train Loss:0.0014977, Val MRR:0.4545, icews14_both
2023-06-22 14:01:51,809 - icews14_both - [INFO] - [E:294| 400]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both
2023-06-22 14:02:54,629 - icews14_both - [INFO] - [E:294| 500]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both
2023-06-22 14:03:57,449 - icews14_both - [INFO] - [E:294| 600]: Train Loss:0.0014972, Val MRR:0.4545, icews14_both
2023-06-22 14:05:00,277 - icews14_both - [INFO] - [E:294| 700]: Train Loss:0.0014971, Val MRR:0.4545, icews14_both
2023-06-22 14:06:03,103 - icews14_both - [INFO] - [E:294| 800]: Train Loss:0.0014972, Val MRR:0.4545, icews14_both
2023-06-22 14:07:05,941 - icews14_both - [INFO] - [E:294| 900]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both
2023-06-22 14:07:50,152 - icews14_both - [INFO] - [Epoch:294]: Training Loss:0.001497
2023-06-22 14:07:50,364 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 14:08:03,961 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 14:08:17,355 - icews14_both - [INFO] - [Evaluating Epoch 294 valid]:
MRR: Tail : 0.48218, Head : 0.42602, Avg : 0.4541
2023-06-22 14:08:17,355 - icews14_both - [INFO] - [Epoch 294]: Training Loss: 0.0014973, Valid MRR: 0.4545,
2023-06-22 14:08:17,996 - icews14_both - [INFO] - [E:295| 0]: Train Loss:0.0014986, Val MRR:0.4545, icews14_both
2023-06-22 14:09:20,844 - icews14_both - [INFO] - [E:295| 100]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 14:10:23,692 - icews14_both - [INFO] - [E:295| 200]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both
2023-06-22 14:11:26,549 - icews14_both - [INFO] - [E:295| 300]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 14:12:29,399 - icews14_both - [INFO] - [E:295| 400]: Train Loss:0.001497, Val MRR:0.4545, icews14_both
2023-06-22 14:13:32,237 - icews14_both - [INFO] - [E:295| 500]: Train Loss:0.0014971, Val MRR:0.4545, icews14_both
2023-06-22 14:14:35,060 - icews14_both - [INFO] - [E:295| 600]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both
2023-06-22 14:15:37,902 - icews14_both - [INFO] - [E:295| 700]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both
2023-06-22 14:16:40,752 - icews14_both - [INFO] - [E:295| 800]: Train Loss:0.0014974, Val MRR:0.4545, icews14_both
2023-06-22 14:17:43,573 - icews14_both - [INFO] - [E:295| 900]: Train Loss:0.0014973, Val MRR:0.4545, icews14_both
2023-06-22 14:18:27,797 - icews14_both - [INFO] - [Epoch:295]: Training Loss:0.001497
2023-06-22 14:18:28,011 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 14:18:41,612 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 14:18:54,998 - icews14_both - [INFO] - [Evaluating Epoch 295 valid]:
MRR: Tail : 0.4803, Head : 0.42623, Avg : 0.45327
2023-06-22 14:18:54,998 - icews14_both - [INFO] - [Epoch 295]: Training Loss: 0.0014974, Valid MRR: 0.4545,
2023-06-22 14:18:55,638 - icews14_both - [INFO] - [E:296| 0]: Train Loss:0.0015054, Val MRR:0.4545, icews14_both
2023-06-22 14:19:58,487 - icews14_both - [INFO] - [E:296| 100]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both
2023-06-22 14:21:01,330 - icews14_both - [INFO] - [E:296| 200]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both
2023-06-22 14:22:04,176 - icews14_both - [INFO] - [E:296| 300]: Train Loss:0.0014967, Val MRR:0.4545, icews14_both
2023-06-22 14:23:07,010 - icews14_both - [INFO] - [E:296| 400]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both
2023-06-22 14:24:09,853 - icews14_both - [INFO] - [E:296| 500]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both
2023-06-22 14:25:12,702 - icews14_both - [INFO] - [E:296| 600]: Train Loss:0.0014971, Val MRR:0.4545, icews14_both
2023-06-22 14:26:15,522 - icews14_both - [INFO] - [E:296| 700]: Train Loss:0.0014972, Val MRR:0.4545, icews14_both
2023-06-22 14:27:18,367 - icews14_both - [INFO] - [E:296| 800]: Train Loss:0.0014972, Val MRR:0.4545, icews14_both
2023-06-22 14:28:21,203 - icews14_both - [INFO] - [E:296| 900]: Train Loss:0.0014971, Val MRR:0.4545, icews14_both
2023-06-22 14:29:05,404 - icews14_both - [INFO] - [Epoch:296]: Training Loss:0.001497
2023-06-22 14:29:05,617 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 14:29:19,219 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 14:29:32,616 - icews14_both - [INFO] - [Evaluating Epoch 296 valid]:
MRR: Tail : 0.47764, Head : 0.42201, Avg : 0.44982
2023-06-22 14:29:32,616 - icews14_both - [INFO] - [Epoch 296]: Training Loss: 0.0014971, Valid MRR: 0.4545,
2023-06-22 14:29:33,259 - icews14_both - [INFO] - [E:297| 0]: Train Loss:0.0014941, Val MRR:0.4545, icews14_both
2023-06-22 14:30:36,085 - icews14_both - [INFO] - [E:297| 100]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 14:31:38,951 - icews14_both - [INFO] - [E:297| 200]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both
2023-06-22 14:32:41,804 - icews14_both - [INFO] - [E:297| 300]: Train Loss:0.0014967, Val MRR:0.4545, icews14_both
2023-06-22 14:33:44,688 - icews14_both - [INFO] - [E:297| 400]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 14:34:47,510 - icews14_both - [INFO] - [E:297| 500]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both
2023-06-22 14:35:50,351 - icews14_both - [INFO] - [E:297| 600]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both
2023-06-22 14:36:53,168 - icews14_both - [INFO] - [E:297| 700]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both
2023-06-22 14:37:55,994 - icews14_both - [INFO] - [E:297| 800]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both
2023-06-22 14:38:58,818 - icews14_both - [INFO] - [E:297| 900]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both
2023-06-22 14:39:43,012 - icews14_both - [INFO] - [Epoch:297]: Training Loss:0.001497
2023-06-22 14:39:43,226 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 14:39:56,826 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 14:40:10,210 - icews14_both - [INFO] - [Evaluating Epoch 297 valid]:
MRR: Tail : 0.47906, Head : 0.4249, Avg : 0.45198
2023-06-22 14:40:10,210 - icews14_both - [INFO] - [Epoch 297]: Training Loss: 0.001497, Valid MRR: 0.4545,
2023-06-22 14:40:10,856 - icews14_both - [INFO] - [E:298| 0]: Train Loss:0.0014992, Val MRR:0.4545, icews14_both
2023-06-22 14:41:13,721 - icews14_both - [INFO] - [E:298| 100]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 14:42:16,559 - icews14_both - [INFO] - [E:298| 200]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 14:43:19,417 - icews14_both - [INFO] - [E:298| 300]: Train Loss:0.0014967, Val MRR:0.4545, icews14_both
2023-06-22 14:44:22,205 - icews14_both - [INFO] - [E:298| 400]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both
2023-06-22 14:45:25,009 - icews14_both - [INFO] - [E:298| 500]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both
2023-06-22 14:46:27,773 - icews14_both - [INFO] - [E:298| 600]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both
2023-06-22 14:47:30,565 - icews14_both - [INFO] - [E:298| 700]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both
2023-06-22 14:48:33,334 - icews14_both - [INFO] - [E:298| 800]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both
2023-06-22 14:49:36,123 - icews14_both - [INFO] - [E:298| 900]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both
2023-06-22 14:50:20,257 - icews14_both - [INFO] - [Epoch:298]: Training Loss:0.001497
2023-06-22 14:50:20,469 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 14:50:34,065 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 14:50:47,450 - icews14_both - [INFO] - [Evaluating Epoch 298 valid]:
MRR: Tail : 0.47786, Head : 0.42693, Avg : 0.4524
2023-06-22 14:50:47,450 - icews14_both - [INFO] - [Epoch 298]: Training Loss: 0.001497, Valid MRR: 0.4545,
2023-06-22 14:50:48,086 - icews14_both - [INFO] - [E:299| 0]: Train Loss:0.0014917, Val MRR:0.4545, icews14_both
2023-06-22 14:51:50,874 - icews14_both - [INFO] - [E:299| 100]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both
2023-06-22 14:52:53,662 - icews14_both - [INFO] - [E:299| 200]: Train Loss:0.001497, Val MRR:0.4545, icews14_both
2023-06-22 14:53:56,413 - icews14_both - [INFO] - [E:299| 300]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both
2023-06-22 14:54:59,184 - icews14_both - [INFO] - [E:299| 400]: Train Loss:0.0014967, Val MRR:0.4545, icews14_both
2023-06-22 14:56:01,952 - icews14_both - [INFO] - [E:299| 500]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 14:57:04,708 - icews14_both - [INFO] - [E:299| 600]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both
2023-06-22 14:58:07,502 - icews14_both - [INFO] - [E:299| 700]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both
2023-06-22 14:59:10,281 - icews14_both - [INFO] - [E:299| 800]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both
2023-06-22 15:00:13,024 - icews14_both - [INFO] - [E:299| 900]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both
2023-06-22 15:00:57,160 - icews14_both - [INFO] - [Epoch:299]: Training Loss:0.001497
2023-06-22 15:00:57,374 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 15:01:10,969 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 15:01:24,342 - icews14_both - [INFO] - [Evaluating Epoch 299 valid]:
MRR: Tail : 0.47716, Head : 0.42733, Avg : 0.45224
MR: Tail : 576.08, Head : 669.91, Avg : 623.0
Hit-1: Tail : 0.39387, Head : 0.34603, Avg : 0.36995
Hit-3: Tail : 0.52252, Head : 0.46466, Avg : 0.49359
Hit-10: Tail : 0.62907, Head : 0.58208, Avg : 0.60558
2023-06-22 15:01:24,343 - icews14_both - [INFO] - [Epoch 299]: Training Loss: 0.001497, Valid MRR: 0.4545,
2023-06-22 15:01:24,982 - icews14_both - [INFO] - [E:300| 0]: Train Loss:0.0014901, Val MRR:0.4545, icews14_both
2023-06-22 15:02:27,737 - icews14_both - [INFO] - [E:300| 100]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both
2023-06-22 15:03:30,480 - icews14_both - [INFO] - [E:300| 200]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both
2023-06-22 15:04:33,215 - icews14_both - [INFO] - [E:300| 300]: Train Loss:0.0014963, Val MRR:0.4545, icews14_both
2023-06-22 15:05:35,961 - icews14_both - [INFO] - [E:300| 400]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 15:06:38,712 - icews14_both - [INFO] - [E:300| 500]: Train Loss:0.0014966, Val MRR:0.4545, icews14_both
2023-06-22 15:07:41,438 - icews14_both - [INFO] - [E:300| 600]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 15:08:44,154 - icews14_both - [INFO] - [E:300| 700]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 15:09:46,881 - icews14_both - [INFO] - [E:300| 800]: Train Loss:0.0014966, Val MRR:0.4545, icews14_both
2023-06-22 15:10:49,618 - icews14_both - [INFO] - [E:300| 900]: Train Loss:0.0014966, Val MRR:0.4545, icews14_both
2023-06-22 15:11:33,763 - icews14_both - [INFO] - [Epoch:300]: Training Loss:0.001497
2023-06-22 15:11:33,976 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 15:11:47,564 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 15:12:00,943 - icews14_both - [INFO] - [Evaluating Epoch 300 valid]:
MRR: Tail : 0.47678, Head : 0.42178, Avg : 0.44928
2023-06-22 15:12:00,943 - icews14_both - [INFO] - [Epoch 300]: Training Loss: 0.0014967, Valid MRR: 0.4545,
2023-06-22 15:12:01,589 - icews14_both - [INFO] - [E:301| 0]: Train Loss:0.0014918, Val MRR:0.4545, icews14_both
2023-06-22 15:13:04,312 - icews14_both - [INFO] - [E:301| 100]: Train Loss:0.001497, Val MRR:0.4545, icews14_both
2023-06-22 15:14:07,065 - icews14_both - [INFO] - [E:301| 200]: Train Loss:0.001497, Val MRR:0.4545, icews14_both
2023-06-22 15:15:09,826 - icews14_both - [INFO] - [E:301| 300]: Train Loss:0.0014966, Val MRR:0.4545, icews14_both
2023-06-22 15:16:12,570 - icews14_both - [INFO] - [E:301| 400]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both
2023-06-22 15:17:15,305 - icews14_both - [INFO] - [E:301| 500]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both
2023-06-22 15:18:18,066 - icews14_both - [INFO] - [E:301| 600]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both
2023-06-22 15:19:20,799 - icews14_both - [INFO] - [E:301| 700]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both
2023-06-22 15:20:23,530 - icews14_both - [INFO] - [E:301| 800]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 15:21:26,277 - icews14_both - [INFO] - [E:301| 900]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 15:22:10,408 - icews14_both - [INFO] - [Epoch:301]: Training Loss:0.001496
2023-06-22 15:22:10,620 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 15:22:24,220 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 15:22:37,597 - icews14_both - [INFO] - [Evaluating Epoch 301 valid]:
MRR: Tail : 0.47553, Head : 0.42421, Avg : 0.44987
2023-06-22 15:22:37,598 - icews14_both - [INFO] - [Epoch 301]: Training Loss: 0.0014965, Valid MRR: 0.4545,
2023-06-22 15:22:38,237 - icews14_both - [INFO] - [E:302| 0]: Train Loss:0.0015001, Val MRR:0.4545, icews14_both
2023-06-22 15:23:40,981 - icews14_both - [INFO] - [E:302| 100]: Train Loss:0.0014971, Val MRR:0.4545, icews14_both
2023-06-22 15:24:43,735 - icews14_both - [INFO] - [E:302| 200]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both
2023-06-22 15:25:46,485 - icews14_both - [INFO] - [E:302| 300]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both
2023-06-22 15:26:49,220 - icews14_both - [INFO] - [E:302| 400]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both
2023-06-22 15:27:51,971 - icews14_both - [INFO] - [E:302| 500]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both
2023-06-22 15:28:54,724 - icews14_both - [INFO] - [E:302| 600]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 15:29:57,471 - icews14_both - [INFO] - [E:302| 700]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both
2023-06-22 15:31:00,241 - icews14_both - [INFO] - [E:302| 800]: Train Loss:0.0014967, Val MRR:0.4545, icews14_both
2023-06-22 15:32:03,000 - icews14_both - [INFO] - [E:302| 900]: Train Loss:0.0014967, Val MRR:0.4545, icews14_both
2023-06-22 15:32:47,121 - icews14_both - [INFO] - [Epoch:302]: Training Loss:0.001497
2023-06-22 15:32:47,333 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 15:33:00,923 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 15:33:14,309 - icews14_both - [INFO] - [Evaluating Epoch 302 valid]:
MRR: Tail : 0.48111, Head : 0.42666, Avg : 0.45388
2023-06-22 15:33:14,309 - icews14_both - [INFO] - [Epoch 302]: Training Loss: 0.0014967, Valid MRR: 0.4545,
2023-06-22 15:33:14,945 - icews14_both - [INFO] - [E:303| 0]: Train Loss:0.0014978, Val MRR:0.4545, icews14_both
2023-06-22 15:34:17,689 - icews14_both - [INFO] - [E:303| 100]: Train Loss:0.0014966, Val MRR:0.4545, icews14_both
2023-06-22 15:35:20,439 - icews14_both - [INFO] - [E:303| 200]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both
2023-06-22 15:36:23,184 - icews14_both - [INFO] - [E:303| 300]: Train Loss:0.0014968, Val MRR:0.4545, icews14_both
2023-06-22 15:37:25,916 - icews14_both - [INFO] - [E:303| 400]: Train Loss:0.0014966, Val MRR:0.4545, icews14_both
2023-06-22 15:38:28,658 - icews14_both - [INFO] - [E:303| 500]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both
2023-06-22 15:39:31,391 - icews14_both - [INFO] - [E:303| 600]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both
2023-06-22 15:40:34,174 - icews14_both - [INFO] - [E:303| 700]: Train Loss:0.0014963, Val MRR:0.4545, icews14_both
2023-06-22 15:41:36,952 - icews14_both - [INFO] - [E:303| 800]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both
2023-06-22 15:42:39,734 - icews14_both - [INFO] - [E:303| 900]: Train Loss:0.0014963, Val MRR:0.4545, icews14_both
2023-06-22 15:43:23,891 - icews14_both - [INFO] - [Epoch:303]: Training Loss:0.001496
2023-06-22 15:43:24,104 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 15:43:37,707 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 15:43:51,090 - icews14_both - [INFO] - [Evaluating Epoch 303 valid]:
MRR: Tail : 0.48035, Head : 0.42574, Avg : 0.45304
2023-06-22 15:43:51,090 - icews14_both - [INFO] - [Epoch 303]: Training Loss: 0.0014964, Valid MRR: 0.4545,
2023-06-22 15:43:51,728 - icews14_both - [INFO] - [E:304| 0]: Train Loss:0.0015137, Val MRR:0.4545, icews14_both
2023-06-22 15:44:54,510 - icews14_both - [INFO] - [E:304| 100]: Train Loss:0.0014969, Val MRR:0.4545, icews14_both
2023-06-22 15:45:57,311 - icews14_both - [INFO] - [E:304| 200]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both
2023-06-22 15:47:00,092 - icews14_both - [INFO] - [E:304| 300]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 15:48:02,854 - icews14_both - [INFO] - [E:304| 400]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both
2023-06-22 15:49:05,643 - icews14_both - [INFO] - [E:304| 500]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both
2023-06-22 15:50:08,418 - icews14_both - [INFO] - [E:304| 600]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 15:51:11,175 - icews14_both - [INFO] - [E:304| 700]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both
2023-06-22 15:52:13,956 - icews14_both - [INFO] - [E:304| 800]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both
2023-06-22 15:53:16,870 - icews14_both - [INFO] - [E:304| 900]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 15:54:01,068 - icews14_both - [INFO] - [Epoch:304]: Training Loss:0.001496
2023-06-22 15:54:01,281 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 15:54:14,877 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 15:54:28,263 - icews14_both - [INFO] - [Evaluating Epoch 304 valid]:
MRR: Tail : 0.47836, Head : 0.42479, Avg : 0.45157
2023-06-22 15:54:28,263 - icews14_both - [INFO] - [Epoch 304]: Training Loss: 0.0014964, Valid MRR: 0.4545,
2023-06-22 15:54:28,903 - icews14_both - [INFO] - [E:305| 0]: Train Loss:0.0014876, Val MRR:0.4545, icews14_both
2023-06-22 15:55:31,808 - icews14_both - [INFO] - [E:305| 100]: Train Loss:0.0014959, Val MRR:0.4545, icews14_both
2023-06-22 15:56:34,674 - icews14_both - [INFO] - [E:305| 200]: Train Loss:0.0014956, Val MRR:0.4545, icews14_both
2023-06-22 15:57:37,553 - icews14_both - [INFO] - [E:305| 300]: Train Loss:0.001496, Val MRR:0.4545, icews14_both
2023-06-22 15:58:40,433 - icews14_both - [INFO] - [E:305| 400]: Train Loss:0.001496, Val MRR:0.4545, icews14_both
2023-06-22 15:59:43,286 - icews14_both - [INFO] - [E:305| 500]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both
2023-06-22 16:00:46,159 - icews14_both - [INFO] - [E:305| 600]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both
2023-06-22 16:01:49,045 - icews14_both - [INFO] - [E:305| 700]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both
2023-06-22 16:02:51,921 - icews14_both - [INFO] - [E:305| 800]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both
2023-06-22 16:03:54,807 - icews14_both - [INFO] - [E:305| 900]: Train Loss:0.0014963, Val MRR:0.4545, icews14_both
2023-06-22 16:04:39,034 - icews14_both - [INFO] - [Epoch:305]: Training Loss:0.001496
2023-06-22 16:04:39,248 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 16:04:52,870 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 16:05:06,317 - icews14_both - [INFO] - [Evaluating Epoch 305 valid]:
MRR: Tail : 0.48062, Head : 0.4274, Avg : 0.45401
2023-06-22 16:05:06,317 - icews14_both - [INFO] - [Epoch 305]: Training Loss: 0.0014963, Valid MRR: 0.4545,
2023-06-22 16:05:06,955 - icews14_both - [INFO] - [E:306| 0]: Train Loss:0.0015074, Val MRR:0.4545, icews14_both
2023-06-22 16:06:09,926 - icews14_both - [INFO] - [E:306| 100]: Train Loss:0.0014959, Val MRR:0.4545, icews14_both
2023-06-22 16:07:12,758 - icews14_both - [INFO] - [E:306| 200]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both
2023-06-22 16:08:15,614 - icews14_both - [INFO] - [E:306| 300]: Train Loss:0.0014953, Val MRR:0.4545, icews14_both
2023-06-22 16:09:18,471 - icews14_both - [INFO] - [E:306| 400]: Train Loss:0.0014956, Val MRR:0.4545, icews14_both
2023-06-22 16:10:21,305 - icews14_both - [INFO] - [E:306| 500]: Train Loss:0.0014957, Val MRR:0.4545, icews14_both
2023-06-22 16:11:24,124 - icews14_both - [INFO] - [E:306| 600]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both
2023-06-22 16:12:26,963 - icews14_both - [INFO] - [E:306| 700]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both
2023-06-22 16:13:29,778 - icews14_both - [INFO] - [E:306| 800]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both
2023-06-22 16:14:32,626 - icews14_both - [INFO] - [E:306| 900]: Train Loss:0.0014959, Val MRR:0.4545, icews14_both
2023-06-22 16:15:16,736 - icews14_both - [INFO] - [Epoch:306]: Training Loss:0.001496
2023-06-22 16:15:16,949 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 16:15:30,532 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 16:15:43,910 - icews14_both - [INFO] - [Evaluating Epoch 306 valid]:
MRR: Tail : 0.47638, Head : 0.42157, Avg : 0.44897
2023-06-22 16:15:43,910 - icews14_both - [INFO] - [Epoch 306]: Training Loss: 0.001496, Valid MRR: 0.4545,
2023-06-22 16:15:44,548 - icews14_both - [INFO] - [E:307| 0]: Train Loss:0.0014889, Val MRR:0.4545, icews14_both
2023-06-22 16:16:47,341 - icews14_both - [INFO] - [E:307| 100]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both
2023-06-22 16:17:50,124 - icews14_both - [INFO] - [E:307| 200]: Train Loss:0.0014953, Val MRR:0.4545, icews14_both
2023-06-22 16:18:52,909 - icews14_both - [INFO] - [E:307| 300]: Train Loss:0.0014957, Val MRR:0.4545, icews14_both
2023-06-22 16:19:55,730 - icews14_both - [INFO] - [E:307| 400]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both
2023-06-22 16:20:58,513 - icews14_both - [INFO] - [E:307| 500]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both
2023-06-22 16:22:01,288 - icews14_both - [INFO] - [E:307| 600]: Train Loss:0.0014963, Val MRR:0.4545, icews14_both
2023-06-22 16:23:04,070 - icews14_both - [INFO] - [E:307| 700]: Train Loss:0.0014964, Val MRR:0.4545, icews14_both
2023-06-22 16:24:06,816 - icews14_both - [INFO] - [E:307| 800]: Train Loss:0.0014963, Val MRR:0.4545, icews14_both
2023-06-22 16:25:09,566 - icews14_both - [INFO] - [E:307| 900]: Train Loss:0.0014963, Val MRR:0.4545, icews14_both
2023-06-22 16:25:53,722 - icews14_both - [INFO] - [Epoch:307]: Training Loss:0.001496
2023-06-22 16:25:53,934 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 16:26:07,537 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 16:26:20,926 - icews14_both - [INFO] - [Evaluating Epoch 307 valid]:
MRR: Tail : 0.47984, Head : 0.42546, Avg : 0.45265
2023-06-22 16:26:20,926 - icews14_both - [INFO] - [Epoch 307]: Training Loss: 0.0014963, Valid MRR: 0.4545,
2023-06-22 16:26:21,561 - icews14_both - [INFO] - [E:308| 0]: Train Loss:0.0014894, Val MRR:0.4545, icews14_both
2023-06-22 16:27:24,378 - icews14_both - [INFO] - [E:308| 100]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both
2023-06-22 16:28:27,169 - icews14_both - [INFO] - [E:308| 200]: Train Loss:0.0014956, Val MRR:0.4545, icews14_both
2023-06-22 16:29:29,963 - icews14_both - [INFO] - [E:308| 300]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both
2023-06-22 16:30:32,767 - icews14_both - [INFO] - [E:308| 400]: Train Loss:0.001496, Val MRR:0.4545, icews14_both
2023-06-22 16:31:35,570 - icews14_both - [INFO] - [E:308| 500]: Train Loss:0.0014959, Val MRR:0.4545, icews14_both
2023-06-22 16:32:38,346 - icews14_both - [INFO] - [E:308| 600]: Train Loss:0.0014959, Val MRR:0.4545, icews14_both
2023-06-22 16:33:41,382 - icews14_both - [INFO] - [E:308| 700]: Train Loss:0.0014959, Val MRR:0.4545, icews14_both
2023-06-22 16:34:44,289 - icews14_both - [INFO] - [E:308| 800]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both
2023-06-22 16:35:47,210 - icews14_both - [INFO] - [E:308| 900]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both
2023-06-22 16:36:31,430 - icews14_both - [INFO] - [Epoch:308]: Training Loss:0.001496
2023-06-22 16:36:31,643 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 16:36:45,252 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 16:36:58,651 - icews14_both - [INFO] - [Evaluating Epoch 308 valid]:
MRR: Tail : 0.47908, Head : 0.4256, Avg : 0.45234
2023-06-22 16:36:58,651 - icews14_both - [INFO] - [Epoch 308]: Training Loss: 0.0014962, Valid MRR: 0.4545,
2023-06-22 16:36:59,290 - icews14_both - [INFO] - [E:309| 0]: Train Loss:0.0014991, Val MRR:0.4545, icews14_both
2023-06-22 16:38:02,182 - icews14_both - [INFO] - [E:309| 100]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both
2023-06-22 16:39:05,081 - icews14_both - [INFO] - [E:309| 200]: Train Loss:0.0014953, Val MRR:0.4545, icews14_both
2023-06-22 16:40:07,966 - icews14_both - [INFO] - [E:309| 300]: Train Loss:0.0014957, Val MRR:0.4545, icews14_both
2023-06-22 16:41:10,827 - icews14_both - [INFO] - [E:309| 400]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both
2023-06-22 16:42:13,708 - icews14_both - [INFO] - [E:309| 500]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both
2023-06-22 16:43:16,593 - icews14_both - [INFO] - [E:309| 600]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both
2023-06-22 16:44:19,471 - icews14_both - [INFO] - [E:309| 700]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both
2023-06-22 16:45:22,362 - icews14_both - [INFO] - [E:309| 800]: Train Loss:0.0014963, Val MRR:0.4545, icews14_both
2023-06-22 16:46:25,253 - icews14_both - [INFO] - [E:309| 900]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both
2023-06-22 16:47:09,488 - icews14_both - [INFO] - [Epoch:309]: Training Loss:0.001496
2023-06-22 16:47:09,701 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 16:47:23,313 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 16:47:36,710 - icews14_both - [INFO] - [Evaluating Epoch 309 valid]:
MRR: Tail : 0.47901, Head : 0.42567, Avg : 0.45234
MR: Tail : 566.13, Head : 660.41, Avg : 613.27
Hit-1: Tail : 0.39814, Head : 0.34371, Avg : 0.37093
Hit-3: Tail : 0.52179, Head : 0.46552, Avg : 0.49365
Hit-10: Tail : 0.62895, Head : 0.58208, Avg : 0.60552
2023-06-22 16:47:36,710 - icews14_both - [INFO] - [Epoch 309]: Training Loss: 0.0014961, Valid MRR: 0.4545,
2023-06-22 16:47:37,353 - icews14_both - [INFO] - [E:310| 0]: Train Loss:0.0014988, Val MRR:0.4545, icews14_both
2023-06-22 16:48:40,241 - icews14_both - [INFO] - [E:310| 100]: Train Loss:0.0014967, Val MRR:0.4545, icews14_both
2023-06-22 16:49:43,124 - icews14_both - [INFO] - [E:310| 200]: Train Loss:0.001496, Val MRR:0.4545, icews14_both
2023-06-22 16:50:46,062 - icews14_both - [INFO] - [E:310| 300]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both
2023-06-22 16:51:49,049 - icews14_both - [INFO] - [E:310| 400]: Train Loss:0.0014959, Val MRR:0.4545, icews14_both
2023-06-22 16:52:51,998 - icews14_both - [INFO] - [E:310| 500]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both
2023-06-22 16:53:54,965 - icews14_both - [INFO] - [E:310| 600]: Train Loss:0.001496, Val MRR:0.4545, icews14_both
2023-06-22 16:54:57,919 - icews14_both - [INFO] - [E:310| 700]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both
2023-06-22 16:56:00,871 - icews14_both - [INFO] - [E:310| 800]: Train Loss:0.001496, Val MRR:0.4545, icews14_both
2023-06-22 16:57:03,825 - icews14_both - [INFO] - [E:310| 900]: Train Loss:0.0014961, Val MRR:0.4545, icews14_both
2023-06-22 16:57:48,094 - icews14_both - [INFO] - [Epoch:310]: Training Loss:0.001496
2023-06-22 16:57:48,307 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 16:58:01,922 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 16:58:15,334 - icews14_both - [INFO] - [Evaluating Epoch 310 valid]:
MRR: Tail : 0.47762, Head : 0.4247, Avg : 0.45116
2023-06-22 16:58:15,335 - icews14_both - [INFO] - [Epoch 310]: Training Loss: 0.0014961, Valid MRR: 0.4545,
2023-06-22 16:58:15,973 - icews14_both - [INFO] - [E:311| 0]: Train Loss:0.0014918, Val MRR:0.4545, icews14_both
2023-06-22 16:59:18,932 - icews14_both - [INFO] - [E:311| 100]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 17:00:21,870 - icews14_both - [INFO] - [E:311| 200]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both
2023-06-22 17:01:24,823 - icews14_both - [INFO] - [E:311| 300]: Train Loss:0.0014957, Val MRR:0.4545, icews14_both
2023-06-22 17:02:27,612 - icews14_both - [INFO] - [E:311| 400]: Train Loss:0.0014956, Val MRR:0.4545, icews14_both
2023-06-22 17:03:30,418 - icews14_both - [INFO] - [E:311| 500]: Train Loss:0.0014957, Val MRR:0.4545, icews14_both
2023-06-22 17:04:33,197 - icews14_both - [INFO] - [E:311| 600]: Train Loss:0.0014957, Val MRR:0.4545, icews14_both
2023-06-22 17:05:35,981 - icews14_both - [INFO] - [E:311| 700]: Train Loss:0.0014956, Val MRR:0.4545, icews14_both
2023-06-22 17:06:38,782 - icews14_both - [INFO] - [E:311| 800]: Train Loss:0.0014957, Val MRR:0.4545, icews14_both
2023-06-22 17:07:41,541 - icews14_both - [INFO] - [E:311| 900]: Train Loss:0.0014957, Val MRR:0.4545, icews14_both
2023-06-22 17:08:25,682 - icews14_both - [INFO] - [Epoch:311]: Training Loss:0.001496
2023-06-22 17:08:25,895 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 17:08:39,512 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 17:08:52,911 - icews14_both - [INFO] - [Evaluating Epoch 311 valid]:
MRR: Tail : 0.47746, Head : 0.42636, Avg : 0.45191
2023-06-22 17:08:52,911 - icews14_both - [INFO] - [Epoch 311]: Training Loss: 0.0014959, Valid MRR: 0.4545,
2023-06-22 17:08:53,549 - icews14_both - [INFO] - [E:312| 0]: Train Loss:0.001493, Val MRR:0.4545, icews14_both
2023-06-22 17:09:56,319 - icews14_both - [INFO] - [E:312| 100]: Train Loss:0.0014959, Val MRR:0.4545, icews14_both
2023-06-22 17:10:59,098 - icews14_both - [INFO] - [E:312| 200]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both
2023-06-22 17:12:02,001 - icews14_both - [INFO] - [E:312| 300]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both
2023-06-22 17:13:04,720 - icews14_both - [INFO] - [E:312| 400]: Train Loss:0.0014957, Val MRR:0.4545, icews14_both
2023-06-22 17:14:07,428 - icews14_both - [INFO] - [E:312| 500]: Train Loss:0.0014956, Val MRR:0.4545, icews14_both
2023-06-22 17:15:10,137 - icews14_both - [INFO] - [E:312| 600]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both
2023-06-22 17:16:12,849 - icews14_both - [INFO] - [E:312| 700]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both
2023-06-22 17:17:15,613 - icews14_both - [INFO] - [E:312| 800]: Train Loss:0.0014956, Val MRR:0.4545, icews14_both
2023-06-22 17:18:18,480 - icews14_both - [INFO] - [E:312| 900]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both
2023-06-22 17:19:02,684 - icews14_both - [INFO] - [Epoch:312]: Training Loss:0.001496
2023-06-22 17:19:02,897 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 17:19:16,499 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 17:19:29,894 - icews14_both - [INFO] - [Evaluating Epoch 312 valid]:
MRR: Tail : 0.47903, Head : 0.42639, Avg : 0.45271
2023-06-22 17:19:29,894 - icews14_both - [INFO] - [Epoch 312]: Training Loss: 0.0014957, Valid MRR: 0.4545,
2023-06-22 17:19:30,533 - icews14_both - [INFO] - [E:313| 0]: Train Loss:0.0014908, Val MRR:0.4545, icews14_both
2023-06-22 17:20:33,395 - icews14_both - [INFO] - [E:313| 100]: Train Loss:0.0014943, Val MRR:0.4545, icews14_both
2023-06-22 17:21:36,243 - icews14_both - [INFO] - [E:313| 200]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 17:22:39,013 - icews14_both - [INFO] - [E:313| 300]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both
2023-06-22 17:23:41,894 - icews14_both - [INFO] - [E:313| 400]: Train Loss:0.0014953, Val MRR:0.4545, icews14_both
2023-06-22 17:24:44,819 - icews14_both - [INFO] - [E:313| 500]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both
2023-06-22 17:25:50,952 - icews14_both - [INFO] - [E:313| 600]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both
2023-06-22 17:27:13,786 - icews14_both - [INFO] - [E:313| 700]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both
2023-06-22 17:28:17,621 - icews14_both - [INFO] - [E:313| 800]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both
2023-06-22 17:29:23,671 - icews14_both - [INFO] - [E:313| 900]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both
2023-06-22 17:30:07,827 - icews14_both - [INFO] - [Epoch:313]: Training Loss:0.001496
2023-06-22 17:30:08,039 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 17:30:21,631 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 17:30:35,018 - icews14_both - [INFO] - [Evaluating Epoch 313 valid]:
MRR: Tail : 0.47887, Head : 0.42458, Avg : 0.45172
2023-06-22 17:30:35,018 - icews14_both - [INFO] - [Epoch 313]: Training Loss: 0.0014955, Valid MRR: 0.4545,
2023-06-22 17:30:35,657 - icews14_both - [INFO] - [E:314| 0]: Train Loss:0.0014906, Val MRR:0.4545, icews14_both
2023-06-22 17:31:38,493 - icews14_both - [INFO] - [E:314| 100]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both
2023-06-22 17:33:10,738 - icews14_both - [INFO] - [E:314| 200]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 17:34:13,596 - icews14_both - [INFO] - [E:314| 300]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 17:35:16,451 - icews14_both - [INFO] - [E:314| 400]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 17:36:19,318 - icews14_both - [INFO] - [E:314| 500]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both
2023-06-22 17:37:22,193 - icews14_both - [INFO] - [E:314| 600]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both
2023-06-22 17:38:25,074 - icews14_both - [INFO] - [E:314| 700]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both
2023-06-22 17:39:27,976 - icews14_both - [INFO] - [E:314| 800]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both
2023-06-22 17:40:30,863 - icews14_both - [INFO] - [E:314| 900]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both
2023-06-22 17:41:15,111 - icews14_both - [INFO] - [Epoch:314]: Training Loss:0.001496
2023-06-22 17:41:15,323 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 17:41:28,931 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 17:41:42,328 - icews14_both - [INFO] - [Evaluating Epoch 314 valid]:
MRR: Tail : 0.47757, Head : 0.42506, Avg : 0.45132
2023-06-22 17:41:42,328 - icews14_both - [INFO] - [Epoch 314]: Training Loss: 0.0014955, Valid MRR: 0.4545,
2023-06-22 17:41:42,972 - icews14_both - [INFO] - [E:315| 0]: Train Loss:0.001493, Val MRR:0.4545, icews14_both
2023-06-22 17:42:45,860 - icews14_both - [INFO] - [E:315| 100]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both
2023-06-22 17:43:48,747 - icews14_both - [INFO] - [E:315| 200]: Train Loss:0.0014958, Val MRR:0.4545, icews14_both
2023-06-22 17:44:51,632 - icews14_both - [INFO] - [E:315| 300]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both
2023-06-22 17:45:54,520 - icews14_both - [INFO] - [E:315| 400]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both
2023-06-22 17:46:57,382 - icews14_both - [INFO] - [E:315| 500]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both
2023-06-22 17:48:00,273 - icews14_both - [INFO] - [E:315| 600]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both
2023-06-22 17:49:03,123 - icews14_both - [INFO] - [E:315| 700]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both
2023-06-22 17:50:06,050 - icews14_both - [INFO] - [E:315| 800]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both
2023-06-22 17:51:08,766 - icews14_both - [INFO] - [E:315| 900]: Train Loss:0.0014953, Val MRR:0.4545, icews14_both
2023-06-22 17:51:52,876 - icews14_both - [INFO] - [Epoch:315]: Training Loss:0.001495
2023-06-22 17:51:53,089 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 17:52:06,682 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 17:52:20,048 - icews14_both - [INFO] - [Evaluating Epoch 315 valid]:
MRR: Tail : 0.47987, Head : 0.42606, Avg : 0.45296
2023-06-22 17:52:20,048 - icews14_both - [INFO] - [Epoch 315]: Training Loss: 0.0014953, Valid MRR: 0.4545,
2023-06-22 17:52:20,686 - icews14_both - [INFO] - [E:316| 0]: Train Loss:0.0014939, Val MRR:0.4545, icews14_both
2023-06-22 17:53:23,406 - icews14_both - [INFO] - [E:316| 100]: Train Loss:0.0014945, Val MRR:0.4545, icews14_both
2023-06-22 17:54:26,143 - icews14_both - [INFO] - [E:316| 200]: Train Loss:0.001495, Val MRR:0.4545, icews14_both
2023-06-22 17:55:28,880 - icews14_both - [INFO] - [E:316| 300]: Train Loss:0.0014948, Val MRR:0.4545, icews14_both
2023-06-22 17:56:31,612 - icews14_both - [INFO] - [E:316| 400]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both
2023-06-22 17:57:34,321 - icews14_both - [INFO] - [E:316| 500]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 17:58:37,078 - icews14_both - [INFO] - [E:316| 600]: Train Loss:0.0014953, Val MRR:0.4545, icews14_both
2023-06-22 17:59:39,828 - icews14_both - [INFO] - [E:316| 700]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both
2023-06-22 18:00:42,573 - icews14_both - [INFO] - [E:316| 800]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both
2023-06-22 18:01:45,335 - icews14_both - [INFO] - [E:316| 900]: Train Loss:0.0014955, Val MRR:0.4545, icews14_both
2023-06-22 18:02:29,487 - icews14_both - [INFO] - [Epoch:316]: Training Loss:0.001496
2023-06-22 18:02:29,700 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 18:02:43,291 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 18:02:56,669 - icews14_both - [INFO] - [Evaluating Epoch 316 valid]:
MRR: Tail : 0.47777, Head : 0.42193, Avg : 0.44985
2023-06-22 18:02:56,669 - icews14_both - [INFO] - [Epoch 316]: Training Loss: 0.0014955, Valid MRR: 0.4545,
2023-06-22 18:02:57,306 - icews14_both - [INFO] - [E:317| 0]: Train Loss:0.0014889, Val MRR:0.4545, icews14_both
2023-06-22 18:04:00,042 - icews14_both - [INFO] - [E:317| 100]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both
2023-06-22 18:05:02,780 - icews14_both - [INFO] - [E:317| 200]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both
2023-06-22 18:06:05,531 - icews14_both - [INFO] - [E:317| 300]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both
2023-06-22 18:07:08,296 - icews14_both - [INFO] - [E:317| 400]: Train Loss:0.0014948, Val MRR:0.4545, icews14_both
2023-06-22 18:08:11,067 - icews14_both - [INFO] - [E:317| 500]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both
2023-06-22 18:09:13,825 - icews14_both - [INFO] - [E:317| 600]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 18:10:16,719 - icews14_both - [INFO] - [E:317| 700]: Train Loss:0.001495, Val MRR:0.4545, icews14_both
2023-06-22 18:11:19,676 - icews14_both - [INFO] - [E:317| 800]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 18:12:22,619 - icews14_both - [INFO] - [E:317| 900]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 18:13:06,872 - icews14_both - [INFO] - [Epoch:317]: Training Loss:0.001495
2023-06-22 18:13:07,085 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 18:13:20,709 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 18:13:34,120 - icews14_both - [INFO] - [Evaluating Epoch 317 valid]:
MRR: Tail : 0.47698, Head : 0.42531, Avg : 0.45115
2023-06-22 18:13:34,120 - icews14_both - [INFO] - [Epoch 317]: Training Loss: 0.0014952, Valid MRR: 0.4545,
2023-06-22 18:13:34,758 - icews14_both - [INFO] - [E:318| 0]: Train Loss:0.0014962, Val MRR:0.4545, icews14_both
2023-06-22 18:14:37,662 - icews14_both - [INFO] - [E:318| 100]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both
2023-06-22 18:15:40,572 - icews14_both - [INFO] - [E:318| 200]: Train Loss:0.0014945, Val MRR:0.4545, icews14_both
2023-06-22 18:16:43,442 - icews14_both - [INFO] - [E:318| 300]: Train Loss:0.0014948, Val MRR:0.4545, icews14_both
2023-06-22 18:17:46,246 - icews14_both - [INFO] - [E:318| 400]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both
2023-06-22 18:18:49,046 - icews14_both - [INFO] - [E:318| 500]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both
2023-06-22 18:19:51,934 - icews14_both - [INFO] - [E:318| 600]: Train Loss:0.0014948, Val MRR:0.4545, icews14_both
2023-06-22 18:20:54,804 - icews14_both - [INFO] - [E:318| 700]: Train Loss:0.001495, Val MRR:0.4545, icews14_both
2023-06-22 18:21:57,713 - icews14_both - [INFO] - [E:318| 800]: Train Loss:0.0014952, Val MRR:0.4545, icews14_both
2023-06-22 18:23:00,733 - icews14_both - [INFO] - [E:318| 900]: Train Loss:0.0014952, Val MRR:0.4545, icews14_both
2023-06-22 18:23:44,907 - icews14_both - [INFO] - [Epoch:318]: Training Loss:0.001495
2023-06-22 18:23:45,121 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 18:23:58,730 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 18:24:12,131 - icews14_both - [INFO] - [Evaluating Epoch 318 valid]:
MRR: Tail : 0.47888, Head : 0.42482, Avg : 0.45185
2023-06-22 18:24:12,131 - icews14_both - [INFO] - [Epoch 318]: Training Loss: 0.0014952, Valid MRR: 0.4545,
2023-06-22 18:24:12,768 - icews14_both - [INFO] - [E:319| 0]: Train Loss:0.0014885, Val MRR:0.4545, icews14_both
2023-06-22 18:25:15,614 - icews14_both - [INFO] - [E:319| 100]: Train Loss:0.0014954, Val MRR:0.4545, icews14_both
2023-06-22 18:26:18,453 - icews14_both - [INFO] - [E:319| 200]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both
2023-06-22 18:27:21,271 - icews14_both - [INFO] - [E:319| 300]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 18:28:24,267 - icews14_both - [INFO] - [E:319| 400]: Train Loss:0.0014948, Val MRR:0.4545, icews14_both
2023-06-22 18:29:27,080 - icews14_both - [INFO] - [E:319| 500]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both
2023-06-22 18:30:29,878 - icews14_both - [INFO] - [E:319| 600]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both
2023-06-22 18:31:32,710 - icews14_both - [INFO] - [E:319| 700]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both
2023-06-22 18:32:35,564 - icews14_both - [INFO] - [E:319| 800]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 18:33:38,412 - icews14_both - [INFO] - [E:319| 900]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 18:34:22,604 - icews14_both - [INFO] - [Epoch:319]: Training Loss:0.001495
2023-06-22 18:34:22,817 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 18:34:36,447 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 18:34:49,855 - icews14_both - [INFO] - [Evaluating Epoch 319 valid]:
MRR: Tail : 0.48197, Head : 0.4255, Avg : 0.45373
MR: Tail : 563.75, Head : 655.82, Avg : 609.78
Hit-1: Tail : 0.39876, Head : 0.34334, Avg : 0.37105
Hit-3: Tail : 0.52862, Head : 0.46491, Avg : 0.49677
Hit-10: Tail : 0.63359, Head : 0.58196, Avg : 0.60777
2023-06-22 18:34:49,856 - icews14_both - [INFO] - [Epoch 319]: Training Loss: 0.0014952, Valid MRR: 0.4545,
2023-06-22 18:34:50,498 - icews14_both - [INFO] - [E:320| 0]: Train Loss:0.0015004, Val MRR:0.4545, icews14_both
2023-06-22 18:35:53,355 - icews14_both - [INFO] - [E:320| 100]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 18:36:56,187 - icews14_both - [INFO] - [E:320| 200]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 18:37:59,019 - icews14_both - [INFO] - [E:320| 300]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 18:39:01,880 - icews14_both - [INFO] - [E:320| 400]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 18:40:04,705 - icews14_both - [INFO] - [E:320| 500]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 18:41:07,514 - icews14_both - [INFO] - [E:320| 600]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 18:42:10,289 - icews14_both - [INFO] - [E:320| 700]: Train Loss:0.001495, Val MRR:0.4545, icews14_both
2023-06-22 18:43:13,142 - icews14_both - [INFO] - [E:320| 800]: Train Loss:0.001495, Val MRR:0.4545, icews14_both
2023-06-22 18:44:16,031 - icews14_both - [INFO] - [E:320| 900]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 18:45:00,263 - icews14_both - [INFO] - [Epoch:320]: Training Loss:0.001495
2023-06-22 18:45:00,476 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 18:45:14,087 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 18:45:27,490 - icews14_both - [INFO] - [Evaluating Epoch 320 valid]:
MRR: Tail : 0.4768, Head : 0.42399, Avg : 0.4504
2023-06-22 18:45:27,490 - icews14_both - [INFO] - [Epoch 320]: Training Loss: 0.0014953, Valid MRR: 0.4545,
2023-06-22 18:45:28,131 - icews14_both - [INFO] - [E:321| 0]: Train Loss:0.0014965, Val MRR:0.4545, icews14_both
2023-06-22 18:46:31,007 - icews14_both - [INFO] - [E:321| 100]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both
2023-06-22 18:47:33,921 - icews14_both - [INFO] - [E:321| 200]: Train Loss:0.001495, Val MRR:0.4545, icews14_both
2023-06-22 18:48:36,950 - icews14_both - [INFO] - [E:321| 300]: Train Loss:0.0014946, Val MRR:0.4545, icews14_both
2023-06-22 18:49:39,831 - icews14_both - [INFO] - [E:321| 400]: Train Loss:0.0014951, Val MRR:0.4545, icews14_both
2023-06-22 18:50:42,726 - icews14_both - [INFO] - [E:321| 500]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both
2023-06-22 18:51:45,617 - icews14_both - [INFO] - [E:321| 600]: Train Loss:0.001495, Val MRR:0.4545, icews14_both
2023-06-22 18:52:48,511 - icews14_both - [INFO] - [E:321| 700]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both
2023-06-22 18:53:51,422 - icews14_both - [INFO] - [E:321| 800]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both
2023-06-22 18:54:54,347 - icews14_both - [INFO] - [E:321| 900]: Train Loss:0.001495, Val MRR:0.4545, icews14_both
2023-06-22 18:55:38,596 - icews14_both - [INFO] - [Epoch:321]: Training Loss:0.001495
2023-06-22 18:55:38,808 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 18:55:52,435 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 18:56:05,845 - icews14_both - [INFO] - [Evaluating Epoch 321 valid]:
MRR: Tail : 0.48105, Head : 0.42421, Avg : 0.45263
2023-06-22 18:56:05,846 - icews14_both - [INFO] - [Epoch 321]: Training Loss: 0.001495, Valid MRR: 0.4545,
2023-06-22 18:56:06,483 - icews14_both - [INFO] - [E:322| 0]: Train Loss:0.0014926, Val MRR:0.4545, icews14_both
2023-06-22 18:57:09,377 - icews14_both - [INFO] - [E:322| 100]: Train Loss:0.001495, Val MRR:0.4545, icews14_both
2023-06-22 18:58:12,284 - icews14_both - [INFO] - [E:322| 200]: Train Loss:0.0014945, Val MRR:0.4545, icews14_both
2023-06-22 18:59:15,153 - icews14_both - [INFO] - [E:322| 300]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both
2023-06-22 19:00:18,013 - icews14_both - [INFO] - [E:322| 400]: Train Loss:0.0014947, Val MRR:0.4545, icews14_both
2023-06-22 19:01:20,894 - icews14_both - [INFO] - [E:322| 500]: Train Loss:0.0014946, Val MRR:0.4545, icews14_both
2023-06-22 19:02:23,792 - icews14_both - [INFO] - [E:322| 600]: Train Loss:0.0014948, Val MRR:0.4545, icews14_both
2023-06-22 19:03:26,626 - icews14_both - [INFO] - [E:322| 700]: Train Loss:0.0014949, Val MRR:0.4545, icews14_both
2023-06-22 19:04:29,406 - icews14_both - [INFO] - [E:322| 800]: Train Loss:0.001495, Val MRR:0.4545, icews14_both
2023-06-22 19:05:32,178 - icews14_both - [INFO] - [E:322| 900]: Train Loss:0.0014948, Val MRR:0.4545, icews14_both
2023-06-22 19:06:16,310 - icews14_both - [INFO] - [Epoch:322]: Training Loss:0.001495
2023-06-22 19:06:16,524 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 19:06:30,128 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 19:06:43,514 - icews14_both - [INFO] - [Evaluating Epoch 322 valid]:
MRR: Tail : 0.48183, Head : 0.42813, Avg : 0.45498
2023-06-22 19:06:45,614 - icews14_both - [INFO] - [Epoch 322]: Training Loss: 0.0014949, Valid MRR: 0.45498,
2023-06-22 19:06:46,252 - icews14_both - [INFO] - [E:323| 0]: Train Loss:0.0015118, Val MRR:0.45498, icews14_both
2023-06-22 19:07:48,967 - icews14_both - [INFO] - [E:323| 100]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both
2023-06-22 19:08:51,709 - icews14_both - [INFO] - [E:323| 200]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both
2023-06-22 19:09:54,459 - icews14_both - [INFO] - [E:323| 300]: Train Loss:0.0014948, Val MRR:0.45498, icews14_both
2023-06-22 19:10:57,218 - icews14_both - [INFO] - [E:323| 400]: Train Loss:0.0014947, Val MRR:0.45498, icews14_both
2023-06-22 19:11:59,988 - icews14_both - [INFO] - [E:323| 500]: Train Loss:0.0014946, Val MRR:0.45498, icews14_both
2023-06-22 19:13:02,787 - icews14_both - [INFO] - [E:323| 600]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both
2023-06-22 19:14:05,603 - icews14_both - [INFO] - [E:323| 700]: Train Loss:0.0014946, Val MRR:0.45498, icews14_both
2023-06-22 19:15:08,411 - icews14_both - [INFO] - [E:323| 800]: Train Loss:0.0014948, Val MRR:0.45498, icews14_both
2023-06-22 19:16:11,222 - icews14_both - [INFO] - [E:323| 900]: Train Loss:0.001495, Val MRR:0.45498, icews14_both
2023-06-22 19:16:55,390 - icews14_both - [INFO] - [Epoch:323]: Training Loss:0.001495
2023-06-22 19:16:55,608 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 19:17:09,233 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 19:17:22,625 - icews14_both - [INFO] - [Evaluating Epoch 323 valid]:
MRR: Tail : 0.47926, Head : 0.42648, Avg : 0.45287
2023-06-22 19:17:22,626 - icews14_both - [INFO] - [Epoch 323]: Training Loss: 0.0014951, Valid MRR: 0.45498,
2023-06-22 19:17:23,263 - icews14_both - [INFO] - [E:324| 0]: Train Loss:0.0015022, Val MRR:0.45498, icews14_both
2023-06-22 19:18:26,086 - icews14_both - [INFO] - [E:324| 100]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both
2023-06-22 19:19:28,989 - icews14_both - [INFO] - [E:324| 200]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both
2023-06-22 19:20:31,863 - icews14_both - [INFO] - [E:324| 300]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both
2023-06-22 19:21:34,747 - icews14_both - [INFO] - [E:324| 400]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both
2023-06-22 19:22:37,576 - icews14_both - [INFO] - [E:324| 500]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both
2023-06-22 19:23:40,436 - icews14_both - [INFO] - [E:324| 600]: Train Loss:0.0014947, Val MRR:0.45498, icews14_both
2023-06-22 19:24:43,257 - icews14_both - [INFO] - [E:324| 700]: Train Loss:0.0014947, Val MRR:0.45498, icews14_both
2023-06-22 19:25:46,024 - icews14_both - [INFO] - [E:324| 800]: Train Loss:0.0014947, Val MRR:0.45498, icews14_both
2023-06-22 19:26:48,782 - icews14_both - [INFO] - [E:324| 900]: Train Loss:0.0014949, Val MRR:0.45498, icews14_both
2023-06-22 19:27:32,927 - icews14_both - [INFO] - [Epoch:324]: Training Loss:0.001495
2023-06-22 19:27:33,140 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 19:27:46,729 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 19:28:00,115 - icews14_both - [INFO] - [Evaluating Epoch 324 valid]:
MRR: Tail : 0.48101, Head : 0.42877, Avg : 0.45489
2023-06-22 19:28:00,115 - icews14_both - [INFO] - [Epoch 324]: Training Loss: 0.0014949, Valid MRR: 0.45498,
2023-06-22 19:28:00,753 - icews14_both - [INFO] - [E:325| 0]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both
2023-06-22 19:29:03,497 - icews14_both - [INFO] - [E:325| 100]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both
2023-06-22 19:30:06,265 - icews14_both - [INFO] - [E:325| 200]: Train Loss:0.0014948, Val MRR:0.45498, icews14_both
2023-06-22 19:31:09,004 - icews14_both - [INFO] - [E:325| 300]: Train Loss:0.0014946, Val MRR:0.45498, icews14_both
2023-06-22 19:32:11,774 - icews14_both - [INFO] - [E:325| 400]: Train Loss:0.0014946, Val MRR:0.45498, icews14_both
2023-06-22 19:33:14,539 - icews14_both - [INFO] - [E:325| 500]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both
2023-06-22 19:34:17,329 - icews14_both - [INFO] - [E:325| 600]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both
2023-06-22 19:35:20,142 - icews14_both - [INFO] - [E:325| 700]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both
2023-06-22 19:36:22,919 - icews14_both - [INFO] - [E:325| 800]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both
2023-06-22 19:37:25,682 - icews14_both - [INFO] - [E:325| 900]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both
2023-06-22 19:38:09,818 - icews14_both - [INFO] - [Epoch:325]: Training Loss:0.001494
2023-06-22 19:38:10,032 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 19:38:23,634 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 19:38:37,017 - icews14_both - [INFO] - [Evaluating Epoch 325 valid]:
MRR: Tail : 0.47857, Head : 0.42849, Avg : 0.45353
2023-06-22 19:38:37,017 - icews14_both - [INFO] - [Epoch 325]: Training Loss: 0.0014945, Valid MRR: 0.45498,
2023-06-22 19:38:37,659 - icews14_both - [INFO] - [E:326| 0]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both
2023-06-22 19:39:40,585 - icews14_both - [INFO] - [E:326| 100]: Train Loss:0.0014949, Val MRR:0.45498, icews14_both
2023-06-22 19:40:43,278 - icews14_both - [INFO] - [E:326| 200]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both
2023-06-22 19:41:45,985 - icews14_both - [INFO] - [E:326| 300]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both
2023-06-22 19:42:48,671 - icews14_both - [INFO] - [E:326| 400]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both
2023-06-22 19:43:51,362 - icews14_both - [INFO] - [E:326| 500]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both
2023-06-22 19:44:54,059 - icews14_both - [INFO] - [E:326| 600]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both
2023-06-22 19:45:56,781 - icews14_both - [INFO] - [E:326| 700]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both
2023-06-22 19:46:59,490 - icews14_both - [INFO] - [E:326| 800]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both
2023-06-22 19:48:02,187 - icews14_both - [INFO] - [E:326| 900]: Train Loss:0.0014946, Val MRR:0.45498, icews14_both
2023-06-22 19:48:46,314 - icews14_both - [INFO] - [Epoch:326]: Training Loss:0.001495
2023-06-22 19:48:46,527 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 19:49:00,130 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 19:49:13,511 - icews14_both - [INFO] - [Evaluating Epoch 326 valid]:
MRR: Tail : 0.47916, Head : 0.42686, Avg : 0.45301
2023-06-22 19:49:13,511 - icews14_both - [INFO] - [Epoch 326]: Training Loss: 0.0014946, Valid MRR: 0.45498,
2023-06-22 19:49:14,148 - icews14_both - [INFO] - [E:327| 0]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-22 19:50:16,870 - icews14_both - [INFO] - [E:327| 100]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both
2023-06-22 19:51:19,603 - icews14_both - [INFO] - [E:327| 200]: Train Loss:0.001494, Val MRR:0.45498, icews14_both
2023-06-22 19:52:22,318 - icews14_both - [INFO] - [E:327| 300]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both
2023-06-22 19:53:25,014 - icews14_both - [INFO] - [E:327| 400]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both
2023-06-22 19:54:27,702 - icews14_both - [INFO] - [E:327| 500]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both
2023-06-22 19:55:30,416 - icews14_both - [INFO] - [E:327| 600]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both
2023-06-22 19:56:33,141 - icews14_both - [INFO] - [E:327| 700]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both
2023-06-22 19:57:35,848 - icews14_both - [INFO] - [E:327| 800]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both
2023-06-22 19:58:38,559 - icews14_both - [INFO] - [E:327| 900]: Train Loss:0.0014946, Val MRR:0.45498, icews14_both
2023-06-22 19:59:22,640 - icews14_both - [INFO] - [Epoch:327]: Training Loss:0.001495
2023-06-22 19:59:22,852 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 19:59:36,449 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 19:59:49,840 - icews14_both - [INFO] - [Evaluating Epoch 327 valid]:
MRR: Tail : 0.47875, Head : 0.42411, Avg : 0.45143
2023-06-22 19:59:49,840 - icews14_both - [INFO] - [Epoch 327]: Training Loss: 0.0014947, Valid MRR: 0.45498,
2023-06-22 19:59:50,486 - icews14_both - [INFO] - [E:328| 0]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-22 20:00:53,320 - icews14_both - [INFO] - [E:328| 100]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both
2023-06-22 20:01:56,159 - icews14_both - [INFO] - [E:328| 200]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both
2023-06-22 20:02:59,000 - icews14_both - [INFO] - [E:328| 300]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both
2023-06-22 20:04:01,834 - icews14_both - [INFO] - [E:328| 400]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both
2023-06-22 20:05:04,661 - icews14_both - [INFO] - [E:328| 500]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both
2023-06-22 20:06:07,504 - icews14_both - [INFO] - [E:328| 600]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both
2023-06-22 20:07:10,357 - icews14_both - [INFO] - [E:328| 700]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both
2023-06-22 20:08:13,180 - icews14_both - [INFO] - [E:328| 800]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both
2023-06-22 20:09:16,007 - icews14_both - [INFO] - [E:328| 900]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both
2023-06-22 20:10:00,187 - icews14_both - [INFO] - [Epoch:328]: Training Loss:0.001494
2023-06-22 20:10:00,399 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 20:10:13,991 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 20:10:27,372 - icews14_both - [INFO] - [Evaluating Epoch 328 valid]:
MRR: Tail : 0.47992, Head : 0.42773, Avg : 0.45382
2023-06-22 20:10:27,372 - icews14_both - [INFO] - [Epoch 328]: Training Loss: 0.0014945, Valid MRR: 0.45498,
2023-06-22 20:10:28,008 - icews14_both - [INFO] - [E:329| 0]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both
2023-06-22 20:11:30,855 - icews14_both - [INFO] - [E:329| 100]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both
2023-06-22 20:12:33,698 - icews14_both - [INFO] - [E:329| 200]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both
2023-06-22 20:13:36,514 - icews14_both - [INFO] - [E:329| 300]: Train Loss:0.001494, Val MRR:0.45498, icews14_both
2023-06-22 20:14:39,352 - icews14_both - [INFO] - [E:329| 400]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both
2023-06-22 20:15:42,186 - icews14_both - [INFO] - [E:329| 500]: Train Loss:0.001494, Val MRR:0.45498, icews14_both
2023-06-22 20:16:45,029 - icews14_both - [INFO] - [E:329| 600]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both
2023-06-22 20:17:47,868 - icews14_both - [INFO] - [E:329| 700]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both
2023-06-22 20:18:50,730 - icews14_both - [INFO] - [E:329| 800]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both
2023-06-22 20:19:53,559 - icews14_both - [INFO] - [E:329| 900]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both
2023-06-22 20:20:37,728 - icews14_both - [INFO] - [Epoch:329]: Training Loss:0.001494
2023-06-22 20:20:37,941 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 20:20:51,547 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 20:21:04,942 - icews14_both - [INFO] - [Evaluating Epoch 329 valid]:
MRR: Tail : 0.47585, Head : 0.42495, Avg : 0.4504
MR: Tail : 580.26, Head : 663.14, Avg : 621.7
Hit-1: Tail : 0.39461, Head : 0.34444, Avg : 0.36952
Hit-3: Tail : 0.51788, Head : 0.46186, Avg : 0.48987
Hit-10: Tail : 0.62541, Head : 0.5794, Avg : 0.6024
2023-06-22 20:21:04,942 - icews14_both - [INFO] - [Epoch 329]: Training Loss: 0.0014944, Valid MRR: 0.45498,
2023-06-22 20:21:05,581 - icews14_both - [INFO] - [E:330| 0]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both
2023-06-22 20:22:08,403 - icews14_both - [INFO] - [E:330| 100]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both
2023-06-22 20:23:11,231 - icews14_both - [INFO] - [E:330| 200]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both
2023-06-22 20:24:14,051 - icews14_both - [INFO] - [E:330| 300]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both
2023-06-22 20:25:16,865 - icews14_both - [INFO] - [E:330| 400]: Train Loss:0.001494, Val MRR:0.45498, icews14_both
2023-06-22 20:26:19,688 - icews14_both - [INFO] - [E:330| 500]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both
2023-06-22 20:27:22,497 - icews14_both - [INFO] - [E:330| 600]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both
2023-06-22 20:28:25,309 - icews14_both - [INFO] - [E:330| 700]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both
2023-06-22 20:29:28,116 - icews14_both - [INFO] - [E:330| 800]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both
2023-06-22 20:30:30,955 - icews14_both - [INFO] - [E:330| 900]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both
2023-06-22 20:31:15,138 - icews14_both - [INFO] - [Epoch:330]: Training Loss:0.001494
2023-06-22 20:31:15,351 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 20:31:28,950 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 20:31:42,333 - icews14_both - [INFO] - [Evaluating Epoch 330 valid]:
MRR: Tail : 0.47462, Head : 0.42318, Avg : 0.4489
2023-06-22 20:31:42,333 - icews14_both - [INFO] - [Epoch 330]: Training Loss: 0.0014944, Valid MRR: 0.45498,
2023-06-22 20:31:42,972 - icews14_both - [INFO] - [E:331| 0]: Train Loss:0.001502, Val MRR:0.45498, icews14_both
2023-06-22 20:32:45,797 - icews14_both - [INFO] - [E:331| 100]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both
2023-06-22 20:33:48,632 - icews14_both - [INFO] - [E:331| 200]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both
2023-06-22 20:34:51,452 - icews14_both - [INFO] - [E:331| 300]: Train Loss:0.001494, Val MRR:0.45498, icews14_both
2023-06-22 20:35:54,297 - icews14_both - [INFO] - [E:331| 400]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both
2023-06-22 20:36:57,110 - icews14_both - [INFO] - [E:331| 500]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both
2023-06-22 20:37:59,945 - icews14_both - [INFO] - [E:331| 600]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both
2023-06-22 20:39:02,789 - icews14_both - [INFO] - [E:331| 700]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both
2023-06-22 20:40:05,649 - icews14_both - [INFO] - [E:331| 800]: Train Loss:0.0014946, Val MRR:0.45498, icews14_both
2023-06-22 20:41:08,491 - icews14_both - [INFO] - [E:331| 900]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both
2023-06-22 20:41:52,670 - icews14_both - [INFO] - [Epoch:331]: Training Loss:0.001494
2023-06-22 20:41:52,883 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 20:42:06,485 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 20:42:19,877 - icews14_both - [INFO] - [Evaluating Epoch 331 valid]:
MRR: Tail : 0.47985, Head : 0.42869, Avg : 0.45427
2023-06-22 20:42:19,877 - icews14_both - [INFO] - [Epoch 331]: Training Loss: 0.0014945, Valid MRR: 0.45498,
2023-06-22 20:42:20,514 - icews14_both - [INFO] - [E:332| 0]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-22 20:43:23,348 - icews14_both - [INFO] - [E:332| 100]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both
2023-06-22 20:44:26,198 - icews14_both - [INFO] - [E:332| 200]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both
2023-06-22 20:45:29,042 - icews14_both - [INFO] - [E:332| 300]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both
2023-06-22 20:46:31,866 - icews14_both - [INFO] - [E:332| 400]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both
2023-06-22 20:47:34,677 - icews14_both - [INFO] - [E:332| 500]: Train Loss:0.0014944, Val MRR:0.45498, icews14_both
2023-06-22 20:48:37,513 - icews14_both - [INFO] - [E:332| 600]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both
2023-06-22 20:49:40,338 - icews14_both - [INFO] - [E:332| 700]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both
2023-06-22 20:50:43,177 - icews14_both - [INFO] - [E:332| 800]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both
2023-06-22 20:51:46,041 - icews14_both - [INFO] - [E:332| 900]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both
2023-06-22 20:52:30,253 - icews14_both - [INFO] - [Epoch:332]: Training Loss:0.001494
2023-06-22 20:52:30,466 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 20:52:44,060 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 20:52:57,443 - icews14_both - [INFO] - [Evaluating Epoch 332 valid]:
MRR: Tail : 0.47897, Head : 0.42802, Avg : 0.4535
2023-06-22 20:52:57,443 - icews14_both - [INFO] - [Epoch 332]: Training Loss: 0.0014943, Valid MRR: 0.45498,
2023-06-22 20:52:58,082 - icews14_both - [INFO] - [E:333| 0]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-22 20:54:00,904 - icews14_both - [INFO] - [E:333| 100]: Train Loss:0.0014949, Val MRR:0.45498, icews14_both
2023-06-22 20:55:03,735 - icews14_both - [INFO] - [E:333| 200]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both
2023-06-22 20:56:06,585 - icews14_both - [INFO] - [E:333| 300]: Train Loss:0.001494, Val MRR:0.45498, icews14_both
2023-06-22 20:57:09,412 - icews14_both - [INFO] - [E:333| 400]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both
2023-06-22 20:58:12,248 - icews14_both - [INFO] - [E:333| 500]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both
2023-06-22 20:59:15,100 - icews14_both - [INFO] - [E:333| 600]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both
2023-06-22 21:00:17,926 - icews14_both - [INFO] - [E:333| 700]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both
2023-06-22 21:01:20,772 - icews14_both - [INFO] - [E:333| 800]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both
2023-06-22 21:02:23,592 - icews14_both - [INFO] - [E:333| 900]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both
2023-06-22 21:03:07,762 - icews14_both - [INFO] - [Epoch:333]: Training Loss:0.001494
2023-06-22 21:03:07,974 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 21:03:21,583 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 21:03:34,978 - icews14_both - [INFO] - [Evaluating Epoch 333 valid]:
MRR: Tail : 0.47818, Head : 0.42424, Avg : 0.45121
2023-06-22 21:03:34,978 - icews14_both - [INFO] - [Epoch 333]: Training Loss: 0.0014943, Valid MRR: 0.45498,
2023-06-22 21:03:35,620 - icews14_both - [INFO] - [E:334| 0]: Train Loss:0.0014942, Val MRR:0.45498, icews14_both
2023-06-22 21:04:38,456 - icews14_both - [INFO] - [E:334| 100]: Train Loss:0.0014943, Val MRR:0.45498, icews14_both
2023-06-22 21:05:41,298 - icews14_both - [INFO] - [E:334| 200]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both
2023-06-22 21:06:44,121 - icews14_both - [INFO] - [E:334| 300]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both
2023-06-22 21:07:46,945 - icews14_both - [INFO] - [E:334| 400]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both
2023-06-22 21:08:49,772 - icews14_both - [INFO] - [E:334| 500]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both
2023-06-22 21:09:52,607 - icews14_both - [INFO] - [E:334| 600]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both
2023-06-22 21:10:55,469 - icews14_both - [INFO] - [E:334| 700]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both
2023-06-22 21:11:58,303 - icews14_both - [INFO] - [E:334| 800]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both
2023-06-22 21:13:01,140 - icews14_both - [INFO] - [E:334| 900]: Train Loss:0.001494, Val MRR:0.45498, icews14_both
2023-06-22 21:13:45,307 - icews14_both - [INFO] - [Epoch:334]: Training Loss:0.001494
2023-06-22 21:13:45,520 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 21:13:59,117 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 21:14:12,506 - icews14_both - [INFO] - [Evaluating Epoch 334 valid]:
MRR: Tail : 0.47857, Head : 0.42893, Avg : 0.45375
2023-06-22 21:14:12,506 - icews14_both - [INFO] - [Epoch 334]: Training Loss: 0.0014939, Valid MRR: 0.45498,
2023-06-22 21:14:13,146 - icews14_both - [INFO] - [E:335| 0]: Train Loss:0.0014945, Val MRR:0.45498, icews14_both
2023-06-22 21:15:15,998 - icews14_both - [INFO] - [E:335| 100]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both
2023-06-22 21:16:18,829 - icews14_both - [INFO] - [E:335| 200]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-22 21:17:21,671 - icews14_both - [INFO] - [E:335| 300]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both
2023-06-22 21:18:24,499 - icews14_both - [INFO] - [E:335| 400]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both
2023-06-22 21:19:27,351 - icews14_both - [INFO] - [E:335| 500]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both
2023-06-22 21:20:30,190 - icews14_both - [INFO] - [E:335| 600]: Train Loss:0.001494, Val MRR:0.45498, icews14_both
2023-06-22 21:21:33,005 - icews14_both - [INFO] - [E:335| 700]: Train Loss:0.001494, Val MRR:0.45498, icews14_both
2023-06-22 21:22:35,832 - icews14_both - [INFO] - [E:335| 800]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both
2023-06-22 21:23:38,649 - icews14_both - [INFO] - [E:335| 900]: Train Loss:0.001494, Val MRR:0.45498, icews14_both
2023-06-22 21:24:22,828 - icews14_both - [INFO] - [Epoch:335]: Training Loss:0.001494
2023-06-22 21:24:23,041 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 21:24:36,652 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 21:24:50,038 - icews14_both - [INFO] - [Evaluating Epoch 335 valid]:
MRR: Tail : 0.48042, Head : 0.42504, Avg : 0.45273
2023-06-22 21:24:50,038 - icews14_both - [INFO] - [Epoch 335]: Training Loss: 0.0014941, Valid MRR: 0.45498,
2023-06-22 21:24:50,677 - icews14_both - [INFO] - [E:336| 0]: Train Loss:0.001503, Val MRR:0.45498, icews14_both
2023-06-22 21:25:53,496 - icews14_both - [INFO] - [E:336| 100]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both
2023-06-22 21:26:56,344 - icews14_both - [INFO] - [E:336| 200]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both
2023-06-22 21:27:59,162 - icews14_both - [INFO] - [E:336| 300]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both
2023-06-22 21:29:02,009 - icews14_both - [INFO] - [E:336| 400]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both
2023-06-22 21:30:04,847 - icews14_both - [INFO] - [E:336| 500]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both
2023-06-22 21:31:07,690 - icews14_both - [INFO] - [E:336| 600]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both
2023-06-22 21:32:10,526 - icews14_both - [INFO] - [E:336| 700]: Train Loss:0.001494, Val MRR:0.45498, icews14_both
2023-06-22 21:33:13,378 - icews14_both - [INFO] - [E:336| 800]: Train Loss:0.001494, Val MRR:0.45498, icews14_both
2023-06-22 21:34:16,212 - icews14_both - [INFO] - [E:336| 900]: Train Loss:0.001494, Val MRR:0.45498, icews14_both
2023-06-22 21:35:00,404 - icews14_both - [INFO] - [Epoch:336]: Training Loss:0.001494
2023-06-22 21:35:00,617 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 21:35:14,213 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 21:35:27,603 - icews14_both - [INFO] - [Evaluating Epoch 336 valid]:
MRR: Tail : 0.47856, Head : 0.42647, Avg : 0.45251
2023-06-22 21:35:27,603 - icews14_both - [INFO] - [Epoch 336]: Training Loss: 0.0014939, Valid MRR: 0.45498,
2023-06-22 21:35:28,243 - icews14_both - [INFO] - [E:337| 0]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both
2023-06-22 21:36:31,067 - icews14_both - [INFO] - [E:337| 100]: Train Loss:0.001494, Val MRR:0.45498, icews14_both
2023-06-22 21:37:33,901 - icews14_both - [INFO] - [E:337| 200]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both
2023-06-22 21:38:36,726 - icews14_both - [INFO] - [E:337| 300]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both
2023-06-22 21:39:39,547 - icews14_both - [INFO] - [E:337| 400]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both
2023-06-22 21:40:42,398 - icews14_both - [INFO] - [E:337| 500]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both
2023-06-22 21:41:45,201 - icews14_both - [INFO] - [E:337| 600]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both
2023-06-22 21:42:48,025 - icews14_both - [INFO] - [E:337| 700]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both
2023-06-22 21:43:50,866 - icews14_both - [INFO] - [E:337| 800]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both
2023-06-22 21:44:53,666 - icews14_both - [INFO] - [E:337| 900]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both
2023-06-22 21:45:37,849 - icews14_both - [INFO] - [Epoch:337]: Training Loss:0.001494
2023-06-22 21:45:38,063 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 21:45:51,679 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 21:46:05,076 - icews14_both - [INFO] - [Evaluating Epoch 337 valid]:
MRR: Tail : 0.48053, Head : 0.42697, Avg : 0.45375
2023-06-22 21:46:05,077 - icews14_both - [INFO] - [Epoch 337]: Training Loss: 0.0014937, Valid MRR: 0.45498,
2023-06-22 21:46:05,714 - icews14_both - [INFO] - [E:338| 0]: Train Loss:0.0014852, Val MRR:0.45498, icews14_both
2023-06-22 21:47:08,580 - icews14_both - [INFO] - [E:338| 100]: Train Loss:0.001494, Val MRR:0.45498, icews14_both
2023-06-22 21:48:11,422 - icews14_both - [INFO] - [E:338| 200]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both
2023-06-22 21:49:14,283 - icews14_both - [INFO] - [E:338| 300]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both
2023-06-22 21:50:17,158 - icews14_both - [INFO] - [E:338| 400]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both
2023-06-22 21:51:20,013 - icews14_both - [INFO] - [E:338| 500]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both
2023-06-22 21:52:22,860 - icews14_both - [INFO] - [E:338| 600]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both
2023-06-22 21:53:25,738 - icews14_both - [INFO] - [E:338| 700]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both
2023-06-22 21:54:28,596 - icews14_both - [INFO] - [E:338| 800]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both
2023-06-22 21:55:31,434 - icews14_both - [INFO] - [E:338| 900]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both
2023-06-22 21:56:15,639 - icews14_both - [INFO] - [Epoch:338]: Training Loss:0.001494
2023-06-22 21:56:15,852 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 21:56:29,463 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 21:56:42,822 - icews14_both - [INFO] - [Evaluating Epoch 338 valid]:
MRR: Tail : 0.48101, Head : 0.42418, Avg : 0.4526
2023-06-22 21:56:42,822 - icews14_both - [INFO] - [Epoch 338]: Training Loss: 0.0014937, Valid MRR: 0.45498,
2023-06-22 21:56:43,461 - icews14_both - [INFO] - [E:339| 0]: Train Loss:0.0014985, Val MRR:0.45498, icews14_both
2023-06-22 21:57:46,150 - icews14_both - [INFO] - [E:339| 100]: Train Loss:0.0014934, Val MRR:0.45498, icews14_both
2023-06-22 21:58:48,834 - icews14_both - [INFO] - [E:339| 200]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both
2023-06-22 21:59:51,521 - icews14_both - [INFO] - [E:339| 300]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both
2023-06-22 22:00:54,264 - icews14_both - [INFO] - [E:339| 400]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both
2023-06-22 22:01:56,968 - icews14_both - [INFO] - [E:339| 500]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both
2023-06-22 22:02:59,682 - icews14_both - [INFO] - [E:339| 600]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both
2023-06-22 22:04:02,420 - icews14_both - [INFO] - [E:339| 700]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both
2023-06-22 22:05:05,134 - icews14_both - [INFO] - [E:339| 800]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both
2023-06-22 22:06:07,876 - icews14_both - [INFO] - [E:339| 900]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both
2023-06-22 22:06:51,964 - icews14_both - [INFO] - [Epoch:339]: Training Loss:0.001494
2023-06-22 22:06:52,176 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 22:07:05,767 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 22:07:19,152 - icews14_both - [INFO] - [Evaluating Epoch 339 valid]:
MRR: Tail : 0.47961, Head : 0.42466, Avg : 0.45214
MR: Tail : 565.96, Head : 641.36, Avg : 603.66
Hit-1: Tail : 0.39766, Head : 0.34322, Avg : 0.37044
Hit-3: Tail : 0.52423, Head : 0.46296, Avg : 0.49359
Hit-10: Tail : 0.63347, Head : 0.58294, Avg : 0.6082
2023-06-22 22:07:19,152 - icews14_both - [INFO] - [Epoch 339]: Training Loss: 0.0014936, Valid MRR: 0.45498,
2023-06-22 22:07:19,790 - icews14_both - [INFO] - [E:340| 0]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both
2023-06-22 22:08:22,500 - icews14_both - [INFO] - [E:340| 100]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both
2023-06-22 22:09:25,209 - icews14_both - [INFO] - [E:340| 200]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both
2023-06-22 22:10:27,889 - icews14_both - [INFO] - [E:340| 300]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both
2023-06-22 22:11:30,581 - icews14_both - [INFO] - [E:340| 400]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both
2023-06-22 22:12:33,276 - icews14_both - [INFO] - [E:340| 500]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both
2023-06-22 22:13:35,979 - icews14_both - [INFO] - [E:340| 600]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both
2023-06-22 22:14:38,666 - icews14_both - [INFO] - [E:340| 700]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both
2023-06-22 22:15:41,363 - icews14_both - [INFO] - [E:340| 800]: Train Loss:0.0014937, Val MRR:0.45498, icews14_both
2023-06-22 22:16:44,060 - icews14_both - [INFO] - [E:340| 900]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both
2023-06-22 22:17:28,139 - icews14_both - [INFO] - [Epoch:340]: Training Loss:0.001494
2023-06-22 22:17:28,352 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 22:17:41,938 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 22:17:55,299 - icews14_both - [INFO] - [Evaluating Epoch 340 valid]:
MRR: Tail : 0.47606, Head : 0.42545, Avg : 0.45076
2023-06-22 22:17:55,299 - icews14_both - [INFO] - [Epoch 340]: Training Loss: 0.0014937, Valid MRR: 0.45498,
2023-06-22 22:17:55,936 - icews14_both - [INFO] - [E:341| 0]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-22 22:18:58,661 - icews14_both - [INFO] - [E:341| 100]: Train Loss:0.0014938, Val MRR:0.45498, icews14_both
2023-06-22 22:20:01,352 - icews14_both - [INFO] - [E:341| 200]: Train Loss:0.0014941, Val MRR:0.45498, icews14_both
2023-06-22 22:21:04,037 - icews14_both - [INFO] - [E:341| 300]: Train Loss:0.0014939, Val MRR:0.45498, icews14_both
2023-06-22 22:22:06,809 - icews14_both - [INFO] - [E:341| 400]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both
2023-06-22 22:23:09,581 - icews14_both - [INFO] - [E:341| 500]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both
2023-06-22 22:24:12,360 - icews14_both - [INFO] - [E:341| 600]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both
2023-06-22 22:25:15,152 - icews14_both - [INFO] - [E:341| 700]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both
2023-06-22 22:26:17,945 - icews14_both - [INFO] - [E:341| 800]: Train Loss:0.0014934, Val MRR:0.45498, icews14_both
2023-06-22 22:27:20,734 - icews14_both - [INFO] - [E:341| 900]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both
2023-06-22 22:28:04,883 - icews14_both - [INFO] - [Epoch:341]: Training Loss:0.001494
2023-06-22 22:28:05,096 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 22:28:18,704 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 22:28:32,102 - icews14_both - [INFO] - [Evaluating Epoch 341 valid]:
MRR: Tail : 0.47946, Head : 0.42475, Avg : 0.45211
2023-06-22 22:28:32,102 - icews14_both - [INFO] - [Epoch 341]: Training Loss: 0.0014935, Valid MRR: 0.45498,
2023-06-22 22:28:32,739 - icews14_both - [INFO] - [E:342| 0]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both
2023-06-22 22:29:35,554 - icews14_both - [INFO] - [E:342| 100]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both
2023-06-22 22:30:38,340 - icews14_both - [INFO] - [E:342| 200]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-22 22:31:41,121 - icews14_both - [INFO] - [E:342| 300]: Train Loss:0.001493, Val MRR:0.45498, icews14_both
2023-06-22 22:32:43,915 - icews14_both - [INFO] - [E:342| 400]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both
2023-06-22 22:33:46,672 - icews14_both - [INFO] - [E:342| 500]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both
2023-06-22 22:34:49,453 - icews14_both - [INFO] - [E:342| 600]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both
2023-06-22 22:35:52,220 - icews14_both - [INFO] - [E:342| 700]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both
2023-06-22 22:36:55,035 - icews14_both - [INFO] - [E:342| 800]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both
2023-06-22 22:37:57,850 - icews14_both - [INFO] - [E:342| 900]: Train Loss:0.0014934, Val MRR:0.45498, icews14_both
2023-06-22 22:38:42,011 - icews14_both - [INFO] - [Epoch:342]: Training Loss:0.001493
2023-06-22 22:38:42,224 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 22:38:55,818 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 22:39:09,204 - icews14_both - [INFO] - [Evaluating Epoch 342 valid]:
MRR: Tail : 0.47561, Head : 0.4227, Avg : 0.44915
2023-06-22 22:39:09,204 - icews14_both - [INFO] - [Epoch 342]: Training Loss: 0.0014935, Valid MRR: 0.45498,
2023-06-22 22:39:09,845 - icews14_both - [INFO] - [E:343| 0]: Train Loss:0.0015003, Val MRR:0.45498, icews14_both
2023-06-22 22:40:12,636 - icews14_both - [INFO] - [E:343| 100]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both
2023-06-22 22:41:15,432 - icews14_both - [INFO] - [E:343| 200]: Train Loss:0.001493, Val MRR:0.45498, icews14_both
2023-06-22 22:42:18,247 - icews14_both - [INFO] - [E:343| 300]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both
2023-06-22 22:43:21,069 - icews14_both - [INFO] - [E:343| 400]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both
2023-06-22 22:44:23,872 - icews14_both - [INFO] - [E:343| 500]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both
2023-06-22 22:45:26,673 - icews14_both - [INFO] - [E:343| 600]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both
2023-06-22 22:46:29,449 - icews14_both - [INFO] - [E:343| 700]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both
2023-06-22 22:47:32,245 - icews14_both - [INFO] - [E:343| 800]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both
2023-06-22 22:48:35,026 - icews14_both - [INFO] - [E:343| 900]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both
2023-06-22 22:49:19,167 - icews14_both - [INFO] - [Epoch:343]: Training Loss:0.001494
2023-06-22 22:49:19,379 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 22:49:32,976 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 22:49:46,364 - icews14_both - [INFO] - [Evaluating Epoch 343 valid]:
MRR: Tail : 0.48064, Head : 0.42781, Avg : 0.45422
2023-06-22 22:49:46,364 - icews14_both - [INFO] - [Epoch 343]: Training Loss: 0.0014936, Valid MRR: 0.45498,
2023-06-22 22:49:47,000 - icews14_both - [INFO] - [E:344| 0]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-22 22:50:49,781 - icews14_both - [INFO] - [E:344| 100]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-22 22:51:52,566 - icews14_both - [INFO] - [E:344| 200]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-22 22:52:55,351 - icews14_both - [INFO] - [E:344| 300]: Train Loss:0.001493, Val MRR:0.45498, icews14_both
2023-06-22 22:53:58,128 - icews14_both - [INFO] - [E:344| 400]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both
2023-06-22 22:55:00,936 - icews14_both - [INFO] - [E:344| 500]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both
2023-06-22 22:56:03,705 - icews14_both - [INFO] - [E:344| 600]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both
2023-06-22 22:57:06,509 - icews14_both - [INFO] - [E:344| 700]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both
2023-06-22 22:58:09,287 - icews14_both - [INFO] - [E:344| 800]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both
2023-06-22 22:59:12,083 - icews14_both - [INFO] - [E:344| 900]: Train Loss:0.0014935, Val MRR:0.45498, icews14_both
2023-06-22 22:59:56,252 - icews14_both - [INFO] - [Epoch:344]: Training Loss:0.001493
2023-06-22 22:59:56,465 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 23:00:10,059 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 23:00:23,444 - icews14_both - [INFO] - [Evaluating Epoch 344 valid]:
MRR: Tail : 0.47826, Head : 0.4271, Avg : 0.45268
2023-06-22 23:00:23,444 - icews14_both - [INFO] - [Epoch 344]: Training Loss: 0.0014934, Valid MRR: 0.45498,
2023-06-22 23:00:24,085 - icews14_both - [INFO] - [E:345| 0]: Train Loss:0.0014949, Val MRR:0.45498, icews14_both
2023-06-22 23:01:26,876 - icews14_both - [INFO] - [E:345| 100]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both
2023-06-22 23:02:29,660 - icews14_both - [INFO] - [E:345| 200]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-22 23:03:32,455 - icews14_both - [INFO] - [E:345| 300]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both
2023-06-22 23:04:35,279 - icews14_both - [INFO] - [E:345| 400]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both
2023-06-22 23:05:38,080 - icews14_both - [INFO] - [E:345| 500]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-22 23:06:40,844 - icews14_both - [INFO] - [E:345| 600]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-22 23:07:43,651 - icews14_both - [INFO] - [E:345| 700]: Train Loss:0.001493, Val MRR:0.45498, icews14_both
2023-06-22 23:08:46,436 - icews14_both - [INFO] - [E:345| 800]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both
2023-06-22 23:09:49,196 - icews14_both - [INFO] - [E:345| 900]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both
2023-06-22 23:10:33,334 - icews14_both - [INFO] - [Epoch:345]: Training Loss:0.001493
2023-06-22 23:10:33,548 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 23:10:47,144 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 23:11:00,530 - icews14_both - [INFO] - [Evaluating Epoch 345 valid]:
MRR: Tail : 0.47663, Head : 0.42272, Avg : 0.44967
2023-06-22 23:11:00,530 - icews14_both - [INFO] - [Epoch 345]: Training Loss: 0.0014933, Valid MRR: 0.45498,
2023-06-22 23:11:01,168 - icews14_both - [INFO] - [E:346| 0]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both
2023-06-22 23:12:03,981 - icews14_both - [INFO] - [E:346| 100]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both
2023-06-22 23:13:06,780 - icews14_both - [INFO] - [E:346| 200]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-22 23:14:09,503 - icews14_both - [INFO] - [E:346| 300]: Train Loss:0.001493, Val MRR:0.45498, icews14_both
2023-06-22 23:15:12,210 - icews14_both - [INFO] - [E:346| 400]: Train Loss:0.001493, Val MRR:0.45498, icews14_both
2023-06-22 23:16:14,904 - icews14_both - [INFO] - [E:346| 500]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-22 23:17:17,622 - icews14_both - [INFO] - [E:346| 600]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both
2023-06-22 23:18:20,330 - icews14_both - [INFO] - [E:346| 700]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both
2023-06-22 23:19:23,049 - icews14_both - [INFO] - [E:346| 800]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both
2023-06-22 23:20:25,771 - icews14_both - [INFO] - [E:346| 900]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both
2023-06-22 23:21:09,887 - icews14_both - [INFO] - [Epoch:346]: Training Loss:0.001493
2023-06-22 23:21:10,101 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 23:21:23,681 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 23:21:37,053 - icews14_both - [INFO] - [Evaluating Epoch 346 valid]:
MRR: Tail : 0.47603, Head : 0.42776, Avg : 0.4519
2023-06-22 23:21:37,053 - icews14_both - [INFO] - [Epoch 346]: Training Loss: 0.0014933, Valid MRR: 0.45498,
2023-06-22 23:21:37,691 - icews14_both - [INFO] - [E:347| 0]: Train Loss:0.0014949, Val MRR:0.45498, icews14_both
2023-06-22 23:22:40,412 - icews14_both - [INFO] - [E:347| 100]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both
2023-06-22 23:23:43,120 - icews14_both - [INFO] - [E:347| 200]: Train Loss:0.001492, Val MRR:0.45498, icews14_both
2023-06-22 23:24:45,820 - icews14_both - [INFO] - [E:347| 300]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-22 23:25:48,512 - icews14_both - [INFO] - [E:347| 400]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-22 23:26:51,214 - icews14_both - [INFO] - [E:347| 500]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both
2023-06-22 23:27:53,899 - icews14_both - [INFO] - [E:347| 600]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both
2023-06-22 23:28:56,600 - icews14_both - [INFO] - [E:347| 700]: Train Loss:0.001493, Val MRR:0.45498, icews14_both
2023-06-22 23:29:59,310 - icews14_both - [INFO] - [E:347| 800]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both
2023-06-22 23:31:02,014 - icews14_both - [INFO] - [E:347| 900]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both
2023-06-22 23:31:46,086 - icews14_both - [INFO] - [Epoch:347]: Training Loss:0.001493
2023-06-22 23:31:46,299 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 23:31:59,896 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 23:32:13,304 - icews14_both - [INFO] - [Evaluating Epoch 347 valid]:
MRR: Tail : 0.47798, Head : 0.42756, Avg : 0.45277
2023-06-22 23:32:13,304 - icews14_both - [INFO] - [Epoch 347]: Training Loss: 0.0014932, Valid MRR: 0.45498,
2023-06-22 23:32:13,942 - icews14_both - [INFO] - [E:348| 0]: Train Loss:0.0014966, Val MRR:0.45498, icews14_both
2023-06-22 23:33:16,691 - icews14_both - [INFO] - [E:348| 100]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both
2023-06-22 23:34:19,417 - icews14_both - [INFO] - [E:348| 200]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-22 23:35:22,147 - icews14_both - [INFO] - [E:348| 300]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both
2023-06-22 23:36:24,875 - icews14_both - [INFO] - [E:348| 400]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both
2023-06-22 23:37:27,612 - icews14_both - [INFO] - [E:348| 500]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both
2023-06-22 23:38:30,347 - icews14_both - [INFO] - [E:348| 600]: Train Loss:0.001493, Val MRR:0.45498, icews14_both
2023-06-22 23:39:33,092 - icews14_both - [INFO] - [E:348| 700]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-22 23:40:35,836 - icews14_both - [INFO] - [E:348| 800]: Train Loss:0.001493, Val MRR:0.45498, icews14_both
2023-06-22 23:41:38,555 - icews14_both - [INFO] - [E:348| 900]: Train Loss:0.001493, Val MRR:0.45498, icews14_both
2023-06-22 23:42:22,683 - icews14_both - [INFO] - [Epoch:348]: Training Loss:0.001493
2023-06-22 23:42:22,895 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 23:42:36,492 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 23:42:49,878 - icews14_both - [INFO] - [Evaluating Epoch 348 valid]:
MRR: Tail : 0.4757, Head : 0.42581, Avg : 0.45076
2023-06-22 23:42:49,878 - icews14_both - [INFO] - [Epoch 348]: Training Loss: 0.0014932, Valid MRR: 0.45498,
2023-06-22 23:42:50,514 - icews14_both - [INFO] - [E:349| 0]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both
2023-06-22 23:43:53,223 - icews14_both - [INFO] - [E:349| 100]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-22 23:44:55,942 - icews14_both - [INFO] - [E:349| 200]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both
2023-06-22 23:45:58,655 - icews14_both - [INFO] - [E:349| 300]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both
2023-06-22 23:47:01,390 - icews14_both - [INFO] - [E:349| 400]: Train Loss:0.001493, Val MRR:0.45498, icews14_both
2023-06-22 23:48:04,128 - icews14_both - [INFO] - [E:349| 500]: Train Loss:0.001493, Val MRR:0.45498, icews14_both
2023-06-22 23:49:06,842 - icews14_both - [INFO] - [E:349| 600]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-22 23:50:09,565 - icews14_both - [INFO] - [E:349| 700]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both
2023-06-22 23:51:12,269 - icews14_both - [INFO] - [E:349| 800]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both
2023-06-22 23:52:14,984 - icews14_both - [INFO] - [E:349| 900]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both
2023-06-22 23:52:59,083 - icews14_both - [INFO] - [Epoch:349]: Training Loss:0.001493
2023-06-22 23:52:59,295 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-22 23:53:12,893 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-22 23:53:26,286 - icews14_both - [INFO] - [Evaluating Epoch 349 valid]:
MRR: Tail : 0.47798, Head : 0.42861, Avg : 0.4533
MR: Tail : 599.7, Head : 686.71, Avg : 643.21
Hit-1: Tail : 0.3968, Head : 0.34957, Avg : 0.37318
Hit-3: Tail : 0.52264, Head : 0.46698, Avg : 0.49481
Hit-10: Tail : 0.62627, Head : 0.57854, Avg : 0.6024
2023-06-22 23:53:26,286 - icews14_both - [INFO] - [Epoch 349]: Training Loss: 0.0014931, Valid MRR: 0.45498,
2023-06-22 23:53:26,924 - icews14_both - [INFO] - [E:350| 0]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-22 23:54:29,660 - icews14_both - [INFO] - [E:350| 100]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both
2023-06-22 23:55:32,374 - icews14_both - [INFO] - [E:350| 200]: Train Loss:0.0014932, Val MRR:0.45498, icews14_both
2023-06-22 23:56:35,095 - icews14_both - [INFO] - [E:350| 300]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both
2023-06-22 23:57:37,809 - icews14_both - [INFO] - [E:350| 400]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-22 23:58:40,512 - icews14_both - [INFO] - [E:350| 500]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both
2023-06-22 23:59:43,237 - icews14_both - [INFO] - [E:350| 600]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both
2023-06-23 00:00:45,965 - icews14_both - [INFO] - [E:350| 700]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both
2023-06-23 00:01:48,700 - icews14_both - [INFO] - [E:350| 800]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both
2023-06-23 00:02:51,399 - icews14_both - [INFO] - [E:350| 900]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-23 00:03:35,503 - icews14_both - [INFO] - [Epoch:350]: Training Loss:0.001493
2023-06-23 00:03:35,717 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 00:03:49,311 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 00:04:02,711 - icews14_both - [INFO] - [Evaluating Epoch 350 valid]:
MRR: Tail : 0.47555, Head : 0.43032, Avg : 0.45294
2023-06-23 00:04:02,711 - icews14_both - [INFO] - [Epoch 350]: Training Loss: 0.0014929, Valid MRR: 0.45498,
2023-06-23 00:04:03,346 - icews14_both - [INFO] - [E:351| 0]: Train Loss:0.0014831, Val MRR:0.45498, icews14_both
2023-06-23 00:05:06,051 - icews14_both - [INFO] - [E:351| 100]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-23 00:06:08,781 - icews14_both - [INFO] - [E:351| 200]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both
2023-06-23 00:07:11,511 - icews14_both - [INFO] - [E:351| 300]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both
2023-06-23 00:08:14,255 - icews14_both - [INFO] - [E:351| 400]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-23 00:09:16,980 - icews14_both - [INFO] - [E:351| 500]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both
2023-06-23 00:10:19,714 - icews14_both - [INFO] - [E:351| 600]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both
2023-06-23 00:11:22,460 - icews14_both - [INFO] - [E:351| 700]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both
2023-06-23 00:12:25,192 - icews14_both - [INFO] - [E:351| 800]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-23 00:13:27,924 - icews14_both - [INFO] - [E:351| 900]: Train Loss:0.001493, Val MRR:0.45498, icews14_both
2023-06-23 00:14:12,065 - icews14_both - [INFO] - [Epoch:351]: Training Loss:0.001493
2023-06-23 00:14:12,279 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 00:14:25,880 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 00:14:39,271 - icews14_both - [INFO] - [Evaluating Epoch 351 valid]:
MRR: Tail : 0.47589, Head : 0.42534, Avg : 0.45061
2023-06-23 00:14:39,271 - icews14_both - [INFO] - [Epoch 351]: Training Loss: 0.001493, Valid MRR: 0.45498,
2023-06-23 00:14:39,912 - icews14_both - [INFO] - [E:352| 0]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 00:15:42,655 - icews14_both - [INFO] - [E:352| 100]: Train Loss:0.001492, Val MRR:0.45498, icews14_both
2023-06-23 00:16:45,392 - icews14_both - [INFO] - [E:352| 200]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both
2023-06-23 00:17:48,125 - icews14_both - [INFO] - [E:352| 300]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both
2023-06-23 00:18:50,893 - icews14_both - [INFO] - [E:352| 400]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-23 00:19:53,643 - icews14_both - [INFO] - [E:352| 500]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both
2023-06-23 00:20:56,403 - icews14_both - [INFO] - [E:352| 600]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both
2023-06-23 00:21:59,177 - icews14_both - [INFO] - [E:352| 700]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both
2023-06-23 00:23:01,927 - icews14_both - [INFO] - [E:352| 800]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-23 00:24:04,686 - icews14_both - [INFO] - [E:352| 900]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-23 00:24:48,820 - icews14_both - [INFO] - [Epoch:352]: Training Loss:0.001493
2023-06-23 00:24:49,034 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 00:25:02,647 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 00:25:16,030 - icews14_both - [INFO] - [Evaluating Epoch 352 valid]:
MRR: Tail : 0.47559, Head : 0.42171, Avg : 0.44865
2023-06-23 00:25:16,030 - icews14_both - [INFO] - [Epoch 352]: Training Loss: 0.0014929, Valid MRR: 0.45498,
2023-06-23 00:25:16,666 - icews14_both - [INFO] - [E:353| 0]: Train Loss:0.001484, Val MRR:0.45498, icews14_both
2023-06-23 00:26:19,425 - icews14_both - [INFO] - [E:353| 100]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both
2023-06-23 00:27:22,199 - icews14_both - [INFO] - [E:353| 200]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-23 00:28:24,964 - icews14_both - [INFO] - [E:353| 300]: Train Loss:0.001492, Val MRR:0.45498, icews14_both
2023-06-23 00:29:27,726 - icews14_both - [INFO] - [E:353| 400]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both
2023-06-23 00:30:30,491 - icews14_both - [INFO] - [E:353| 500]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both
2023-06-23 00:31:33,252 - icews14_both - [INFO] - [E:353| 600]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both
2023-06-23 00:32:35,997 - icews14_both - [INFO] - [E:353| 700]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both
2023-06-23 00:33:38,751 - icews14_both - [INFO] - [E:353| 800]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both
2023-06-23 00:34:41,481 - icews14_both - [INFO] - [E:353| 900]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both
2023-06-23 00:35:25,599 - icews14_both - [INFO] - [Epoch:353]: Training Loss:0.001493
2023-06-23 00:35:25,813 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 00:35:39,408 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 00:35:52,802 - icews14_both - [INFO] - [Evaluating Epoch 353 valid]:
MRR: Tail : 0.47495, Head : 0.42249, Avg : 0.44872
2023-06-23 00:35:52,802 - icews14_both - [INFO] - [Epoch 353]: Training Loss: 0.0014928, Valid MRR: 0.45498,
2023-06-23 00:35:53,442 - icews14_both - [INFO] - [E:354| 0]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 00:36:56,178 - icews14_both - [INFO] - [E:354| 100]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both
2023-06-23 00:37:58,877 - icews14_both - [INFO] - [E:354| 200]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both
2023-06-23 00:39:01,587 - icews14_both - [INFO] - [E:354| 300]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both
2023-06-23 00:40:04,305 - icews14_both - [INFO] - [E:354| 400]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-23 00:41:07,002 - icews14_both - [INFO] - [E:354| 500]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-23 00:42:09,692 - icews14_both - [INFO] - [E:354| 600]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-23 00:43:12,406 - icews14_both - [INFO] - [E:354| 700]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-23 00:44:15,153 - icews14_both - [INFO] - [E:354| 800]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both
2023-06-23 00:45:17,866 - icews14_both - [INFO] - [E:354| 900]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both
2023-06-23 00:46:01,963 - icews14_both - [INFO] - [Epoch:354]: Training Loss:0.001493
2023-06-23 00:46:02,175 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 00:46:15,761 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 00:46:29,133 - icews14_both - [INFO] - [Evaluating Epoch 354 valid]:
MRR: Tail : 0.47867, Head : 0.42448, Avg : 0.45157
2023-06-23 00:46:29,133 - icews14_both - [INFO] - [Epoch 354]: Training Loss: 0.0014927, Valid MRR: 0.45498,
2023-06-23 00:46:29,771 - icews14_both - [INFO] - [E:355| 0]: Train Loss:0.0014988, Val MRR:0.45498, icews14_both
2023-06-23 00:47:32,479 - icews14_both - [INFO] - [E:355| 100]: Train Loss:0.0014934, Val MRR:0.45498, icews14_both
2023-06-23 00:48:35,195 - icews14_both - [INFO] - [E:355| 200]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both
2023-06-23 00:49:37,908 - icews14_both - [INFO] - [E:355| 300]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both
2023-06-23 00:50:40,595 - icews14_both - [INFO] - [E:355| 400]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both
2023-06-23 00:51:43,298 - icews14_both - [INFO] - [E:355| 500]: Train Loss:0.0014929, Val MRR:0.45498, icews14_both
2023-06-23 00:52:46,024 - icews14_both - [INFO] - [E:355| 600]: Train Loss:0.001493, Val MRR:0.45498, icews14_both
2023-06-23 00:53:48,721 - icews14_both - [INFO] - [E:355| 700]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both
2023-06-23 00:54:51,447 - icews14_both - [INFO] - [E:355| 800]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both
2023-06-23 00:55:54,150 - icews14_both - [INFO] - [E:355| 900]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both
2023-06-23 00:56:38,257 - icews14_both - [INFO] - [Epoch:355]: Training Loss:0.001493
2023-06-23 00:56:38,470 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 00:56:52,062 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 00:57:05,447 - icews14_both - [INFO] - [Evaluating Epoch 355 valid]:
MRR: Tail : 0.47906, Head : 0.42696, Avg : 0.45301
2023-06-23 00:57:05,448 - icews14_both - [INFO] - [Epoch 355]: Training Loss: 0.0014926, Valid MRR: 0.45498,
2023-06-23 00:57:06,093 - icews14_both - [INFO] - [E:356| 0]: Train Loss:0.0014975, Val MRR:0.45498, icews14_both
2023-06-23 00:58:08,789 - icews14_both - [INFO] - [E:356| 100]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both
2023-06-23 00:59:11,497 - icews14_both - [INFO] - [E:356| 200]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-23 01:00:14,199 - icews14_both - [INFO] - [E:356| 300]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both
2023-06-23 01:01:16,933 - icews14_both - [INFO] - [E:356| 400]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both
2023-06-23 01:02:19,631 - icews14_both - [INFO] - [E:356| 500]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both
2023-06-23 01:03:22,346 - icews14_both - [INFO] - [E:356| 600]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both
2023-06-23 01:04:25,073 - icews14_both - [INFO] - [E:356| 700]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both
2023-06-23 01:05:27,803 - icews14_both - [INFO] - [E:356| 800]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both
2023-06-23 01:06:30,527 - icews14_both - [INFO] - [E:356| 900]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both
2023-06-23 01:07:14,634 - icews14_both - [INFO] - [Epoch:356]: Training Loss:0.001493
2023-06-23 01:07:14,847 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 01:07:28,439 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 01:07:41,811 - icews14_both - [INFO] - [Evaluating Epoch 356 valid]:
MRR: Tail : 0.47637, Head : 0.42591, Avg : 0.45114
2023-06-23 01:07:41,811 - icews14_both - [INFO] - [Epoch 356]: Training Loss: 0.0014927, Valid MRR: 0.45498,
2023-06-23 01:07:42,457 - icews14_both - [INFO] - [E:357| 0]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-23 01:08:45,213 - icews14_both - [INFO] - [E:357| 100]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both
2023-06-23 01:09:47,932 - icews14_both - [INFO] - [E:357| 200]: Train Loss:0.0014914, Val MRR:0.45498, icews14_both
2023-06-23 01:10:50,664 - icews14_both - [INFO] - [E:357| 300]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both
2023-06-23 01:11:53,363 - icews14_both - [INFO] - [E:357| 400]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 01:12:56,089 - icews14_both - [INFO] - [E:357| 500]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both
2023-06-23 01:13:58,824 - icews14_both - [INFO] - [E:357| 600]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both
2023-06-23 01:15:01,538 - icews14_both - [INFO] - [E:357| 700]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-23 01:16:04,252 - icews14_both - [INFO] - [E:357| 800]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-23 01:17:06,993 - icews14_both - [INFO] - [E:357| 900]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both
2023-06-23 01:17:51,094 - icews14_both - [INFO] - [Epoch:357]: Training Loss:0.001493
2023-06-23 01:17:51,307 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 01:18:04,894 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 01:18:18,278 - icews14_both - [INFO] - [Evaluating Epoch 357 valid]:
MRR: Tail : 0.48109, Head : 0.42782, Avg : 0.45445
2023-06-23 01:18:18,278 - icews14_both - [INFO] - [Epoch 357]: Training Loss: 0.0014925, Valid MRR: 0.45498,
2023-06-23 01:18:18,917 - icews14_both - [INFO] - [E:358| 0]: Train Loss:0.0015048, Val MRR:0.45498, icews14_both
2023-06-23 01:19:21,644 - icews14_both - [INFO] - [E:358| 100]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both
2023-06-23 01:20:24,347 - icews14_both - [INFO] - [E:358| 200]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both
2023-06-23 01:21:27,091 - icews14_both - [INFO] - [E:358| 300]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-23 01:22:29,819 - icews14_both - [INFO] - [E:358| 400]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both
2023-06-23 01:23:32,563 - icews14_both - [INFO] - [E:358| 500]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both
2023-06-23 01:24:35,321 - icews14_both - [INFO] - [E:358| 600]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both
2023-06-23 01:25:38,039 - icews14_both - [INFO] - [E:358| 700]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-23 01:26:40,795 - icews14_both - [INFO] - [E:358| 800]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both
2023-06-23 01:27:43,528 - icews14_both - [INFO] - [E:358| 900]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-23 01:28:27,643 - icews14_both - [INFO] - [Epoch:358]: Training Loss:0.001492
2023-06-23 01:28:27,857 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 01:28:41,452 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 01:28:54,826 - icews14_both - [INFO] - [Evaluating Epoch 358 valid]:
MRR: Tail : 0.47617, Head : 0.42681, Avg : 0.45149
2023-06-23 01:28:54,826 - icews14_both - [INFO] - [Epoch 358]: Training Loss: 0.0014923, Valid MRR: 0.45498,
2023-06-23 01:28:55,464 - icews14_both - [INFO] - [E:359| 0]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 01:29:58,226 - icews14_both - [INFO] - [E:359| 100]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both
2023-06-23 01:31:00,956 - icews14_both - [INFO] - [E:359| 200]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both
2023-06-23 01:32:03,685 - icews14_both - [INFO] - [E:359| 300]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-23 01:33:06,406 - icews14_both - [INFO] - [E:359| 400]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both
2023-06-23 01:34:09,104 - icews14_both - [INFO] - [E:359| 500]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both
2023-06-23 01:35:11,821 - icews14_both - [INFO] - [E:359| 600]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both
2023-06-23 01:36:14,539 - icews14_both - [INFO] - [E:359| 700]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both
2023-06-23 01:37:17,249 - icews14_both - [INFO] - [E:359| 800]: Train Loss:0.0014926, Val MRR:0.45498, icews14_both
2023-06-23 01:38:19,954 - icews14_both - [INFO] - [E:359| 900]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both
2023-06-23 01:39:04,054 - icews14_both - [INFO] - [Epoch:359]: Training Loss:0.001492
2023-06-23 01:39:04,267 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 01:39:17,859 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 01:39:31,243 - icews14_both - [INFO] - [Evaluating Epoch 359 valid]:
MRR: Tail : 0.47651, Head : 0.42474, Avg : 0.45063
MR: Tail : 576.44, Head : 665.71, Avg : 621.07
Hit-1: Tail : 0.39509, Head : 0.34505, Avg : 0.37007
Hit-3: Tail : 0.5224, Head : 0.46393, Avg : 0.49316
Hit-10: Tail : 0.6248, Head : 0.57513, Avg : 0.59996
2023-06-23 01:39:31,243 - icews14_both - [INFO] - [Epoch 359]: Training Loss: 0.0014925, Valid MRR: 0.45498,
2023-06-23 01:39:31,883 - icews14_both - [INFO] - [E:360| 0]: Train Loss:0.0014798, Val MRR:0.45498, icews14_both
2023-06-23 01:40:34,608 - icews14_both - [INFO] - [E:360| 100]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both
2023-06-23 01:41:37,352 - icews14_both - [INFO] - [E:360| 200]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both
2023-06-23 01:42:40,112 - icews14_both - [INFO] - [E:360| 300]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both
2023-06-23 01:43:42,834 - icews14_both - [INFO] - [E:360| 400]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both
2023-06-23 01:44:45,603 - icews14_both - [INFO] - [E:360| 500]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-23 01:45:48,374 - icews14_both - [INFO] - [E:360| 600]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 01:46:51,122 - icews14_both - [INFO] - [E:360| 700]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 01:47:53,878 - icews14_both - [INFO] - [E:360| 800]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-23 01:48:56,628 - icews14_both - [INFO] - [E:360| 900]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both
2023-06-23 01:49:40,735 - icews14_both - [INFO] - [Epoch:360]: Training Loss:0.001492
2023-06-23 01:49:40,947 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 01:49:54,549 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 01:50:07,931 - icews14_both - [INFO] - [Evaluating Epoch 360 valid]:
MRR: Tail : 0.47766, Head : 0.4273, Avg : 0.45248
2023-06-23 01:50:07,931 - icews14_both - [INFO] - [Epoch 360]: Training Loss: 0.0014923, Valid MRR: 0.45498,
2023-06-23 01:50:08,569 - icews14_both - [INFO] - [E:361| 0]: Train Loss:0.0014954, Val MRR:0.45498, icews14_both
2023-06-23 01:51:11,306 - icews14_both - [INFO] - [E:361| 100]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both
2023-06-23 01:52:14,040 - icews14_both - [INFO] - [E:361| 200]: Train Loss:0.0014925, Val MRR:0.45498, icews14_both
2023-06-23 01:53:16,769 - icews14_both - [INFO] - [E:361| 300]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both
2023-06-23 01:54:19,514 - icews14_both - [INFO] - [E:361| 400]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-23 01:55:22,268 - icews14_both - [INFO] - [E:361| 500]: Train Loss:0.001492, Val MRR:0.45498, icews14_both
2023-06-23 01:56:25,038 - icews14_both - [INFO] - [E:361| 600]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 01:57:27,786 - icews14_both - [INFO] - [E:361| 700]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both
2023-06-23 01:58:30,529 - icews14_both - [INFO] - [E:361| 800]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both
2023-06-23 01:59:33,277 - icews14_both - [INFO] - [E:361| 900]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-23 02:00:17,430 - icews14_both - [INFO] - [Epoch:361]: Training Loss:0.001492
2023-06-23 02:00:17,644 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 02:00:31,248 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 02:00:44,656 - icews14_both - [INFO] - [Evaluating Epoch 361 valid]:
MRR: Tail : 0.47638, Head : 0.42497, Avg : 0.45067
2023-06-23 02:00:44,656 - icews14_both - [INFO] - [Epoch 361]: Training Loss: 0.0014924, Valid MRR: 0.45498,
2023-06-23 02:00:45,293 - icews14_both - [INFO] - [E:362| 0]: Train Loss:0.0014936, Val MRR:0.45498, icews14_both
2023-06-23 02:01:48,105 - icews14_both - [INFO] - [E:362| 100]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-23 02:02:50,931 - icews14_both - [INFO] - [E:362| 200]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 02:03:53,767 - icews14_both - [INFO] - [E:362| 300]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both
2023-06-23 02:04:56,664 - icews14_both - [INFO] - [E:362| 400]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-23 02:05:59,572 - icews14_both - [INFO] - [E:362| 500]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-23 02:07:02,492 - icews14_both - [INFO] - [E:362| 600]: Train Loss:0.001492, Val MRR:0.45498, icews14_both
2023-06-23 02:08:05,402 - icews14_both - [INFO] - [E:362| 700]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both
2023-06-23 02:09:08,308 - icews14_both - [INFO] - [E:362| 800]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both
2023-06-23 02:10:11,220 - icews14_both - [INFO] - [E:362| 900]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 02:10:55,453 - icews14_both - [INFO] - [Epoch:362]: Training Loss:0.001492
2023-06-23 02:10:55,666 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 02:11:09,294 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 02:11:22,704 - icews14_both - [INFO] - [Evaluating Epoch 362 valid]:
MRR: Tail : 0.4752, Head : 0.4268, Avg : 0.451
2023-06-23 02:11:22,704 - icews14_both - [INFO] - [Epoch 362]: Training Loss: 0.0014922, Valid MRR: 0.45498,
2023-06-23 02:11:23,348 - icews14_both - [INFO] - [E:363| 0]: Train Loss:0.0014985, Val MRR:0.45498, icews14_both
2023-06-23 02:12:26,229 - icews14_both - [INFO] - [E:363| 100]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both
2023-06-23 02:13:29,114 - icews14_both - [INFO] - [E:363| 200]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-23 02:14:32,028 - icews14_both - [INFO] - [E:363| 300]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both
2023-06-23 02:15:34,958 - icews14_both - [INFO] - [E:363| 400]: Train Loss:0.001492, Val MRR:0.45498, icews14_both
2023-06-23 02:16:37,856 - icews14_both - [INFO] - [E:363| 500]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 02:17:40,769 - icews14_both - [INFO] - [E:363| 600]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both
2023-06-23 02:18:43,656 - icews14_both - [INFO] - [E:363| 700]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-23 02:19:46,546 - icews14_both - [INFO] - [E:363| 800]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 02:20:49,425 - icews14_both - [INFO] - [E:363| 900]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 02:21:33,662 - icews14_both - [INFO] - [Epoch:363]: Training Loss:0.001492
2023-06-23 02:21:33,875 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 02:21:47,493 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 02:22:00,903 - icews14_both - [INFO] - [Evaluating Epoch 363 valid]:
MRR: Tail : 0.47667, Head : 0.4286, Avg : 0.45264
2023-06-23 02:22:00,903 - icews14_both - [INFO] - [Epoch 363]: Training Loss: 0.0014921, Valid MRR: 0.45498,
2023-06-23 02:22:01,541 - icews14_both - [INFO] - [E:364| 0]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 02:23:04,457 - icews14_both - [INFO] - [E:364| 100]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 02:24:07,395 - icews14_both - [INFO] - [E:364| 200]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 02:25:10,318 - icews14_both - [INFO] - [E:364| 300]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 02:26:13,234 - icews14_both - [INFO] - [E:364| 400]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both
2023-06-23 02:27:16,157 - icews14_both - [INFO] - [E:364| 500]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-23 02:28:19,867 - icews14_both - [INFO] - [E:364| 600]: Train Loss:0.001492, Val MRR:0.45498, icews14_both
2023-06-23 02:29:22,809 - icews14_both - [INFO] - [E:364| 700]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 02:30:25,737 - icews14_both - [INFO] - [E:364| 800]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 02:31:28,681 - icews14_both - [INFO] - [E:364| 900]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 02:32:12,939 - icews14_both - [INFO] - [Epoch:364]: Training Loss:0.001492
2023-06-23 02:32:13,153 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 02:32:26,785 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 02:32:40,192 - icews14_both - [INFO] - [Evaluating Epoch 364 valid]:
MRR: Tail : 0.47586, Head : 0.42623, Avg : 0.45104
2023-06-23 02:32:40,192 - icews14_both - [INFO] - [Epoch 364]: Training Loss: 0.0014921, Valid MRR: 0.45498,
2023-06-23 02:32:40,835 - icews14_both - [INFO] - [E:365| 0]: Train Loss:0.0015008, Val MRR:0.45498, icews14_both
2023-06-23 02:33:43,764 - icews14_both - [INFO] - [E:365| 100]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-23 02:34:46,723 - icews14_both - [INFO] - [E:365| 200]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-23 02:35:49,674 - icews14_both - [INFO] - [E:365| 300]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 02:36:52,611 - icews14_both - [INFO] - [E:365| 400]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 02:37:55,554 - icews14_both - [INFO] - [E:365| 500]: Train Loss:0.0014922, Val MRR:0.45498, icews14_both
2023-06-23 02:38:58,510 - icews14_both - [INFO] - [E:365| 600]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 02:40:01,464 - icews14_both - [INFO] - [E:365| 700]: Train Loss:0.001492, Val MRR:0.45498, icews14_both
2023-06-23 02:41:04,408 - icews14_both - [INFO] - [E:365| 800]: Train Loss:0.001492, Val MRR:0.45498, icews14_both
2023-06-23 02:42:07,374 - icews14_both - [INFO] - [E:365| 900]: Train Loss:0.001492, Val MRR:0.45498, icews14_both
2023-06-23 02:42:51,643 - icews14_both - [INFO] - [Epoch:365]: Training Loss:0.001492
2023-06-23 02:42:51,857 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 02:43:05,477 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 02:43:18,891 - icews14_both - [INFO] - [Evaluating Epoch 365 valid]:
MRR: Tail : 0.47546, Head : 0.42847, Avg : 0.45197
2023-06-23 02:43:18,891 - icews14_both - [INFO] - [Epoch 365]: Training Loss: 0.0014921, Valid MRR: 0.45498,
2023-06-23 02:43:19,531 - icews14_both - [INFO] - [E:366| 0]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 02:44:22,457 - icews14_both - [INFO] - [E:366| 100]: Train Loss:0.00149, Val MRR:0.45498, icews14_both
2023-06-23 02:45:25,419 - icews14_both - [INFO] - [E:366| 200]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 02:46:28,360 - icews14_both - [INFO] - [E:366| 300]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 02:47:31,319 - icews14_both - [INFO] - [E:366| 400]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both
2023-06-23 02:48:34,253 - icews14_both - [INFO] - [E:366| 500]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both
2023-06-23 02:49:37,268 - icews14_both - [INFO] - [E:366| 600]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both
2023-06-23 02:50:40,303 - icews14_both - [INFO] - [E:366| 700]: Train Loss:0.001492, Val MRR:0.45498, icews14_both
2023-06-23 02:51:43,340 - icews14_both - [INFO] - [E:366| 800]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-23 02:52:46,366 - icews14_both - [INFO] - [E:366| 900]: Train Loss:0.001492, Val MRR:0.45498, icews14_both
2023-06-23 02:53:30,692 - icews14_both - [INFO] - [Epoch:366]: Training Loss:0.001492
2023-06-23 02:53:30,907 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 02:53:44,554 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 02:53:57,984 - icews14_both - [INFO] - [Evaluating Epoch 366 valid]:
MRR: Tail : 0.47785, Head : 0.42899, Avg : 0.45342
2023-06-23 02:53:57,984 - icews14_both - [INFO] - [Epoch 366]: Training Loss: 0.001492, Valid MRR: 0.45498,
2023-06-23 02:53:58,623 - icews14_both - [INFO] - [E:367| 0]: Train Loss:0.0014838, Val MRR:0.45498, icews14_both
2023-06-23 02:55:01,648 - icews14_both - [INFO] - [E:367| 100]: Train Loss:0.0014914, Val MRR:0.45498, icews14_both
2023-06-23 02:56:04,684 - icews14_both - [INFO] - [E:367| 200]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 02:57:07,702 - icews14_both - [INFO] - [E:367| 300]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both
2023-06-23 02:58:10,752 - icews14_both - [INFO] - [E:367| 400]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both
2023-06-23 02:59:13,805 - icews14_both - [INFO] - [E:367| 500]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both
2023-06-23 03:00:16,878 - icews14_both - [INFO] - [E:367| 600]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both
2023-06-23 03:01:19,936 - icews14_both - [INFO] - [E:367| 700]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-23 03:02:23,005 - icews14_both - [INFO] - [E:367| 800]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-23 03:03:26,060 - icews14_both - [INFO] - [E:367| 900]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-23 03:04:10,430 - icews14_both - [INFO] - [Epoch:367]: Training Loss:0.001492
2023-06-23 03:04:10,644 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 03:04:24,314 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 03:04:37,757 - icews14_both - [INFO] - [Evaluating Epoch 367 valid]:
MRR: Tail : 0.47819, Head : 0.42673, Avg : 0.45246
2023-06-23 03:04:37,757 - icews14_both - [INFO] - [Epoch 367]: Training Loss: 0.001492, Valid MRR: 0.45498,
2023-06-23 03:04:38,399 - icews14_both - [INFO] - [E:368| 0]: Train Loss:0.0014949, Val MRR:0.45498, icews14_both
2023-06-23 03:05:41,463 - icews14_both - [INFO] - [E:368| 100]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-23 03:06:44,530 - icews14_both - [INFO] - [E:368| 200]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 03:07:47,619 - icews14_both - [INFO] - [E:368| 300]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both
2023-06-23 03:08:50,709 - icews14_both - [INFO] - [E:368| 400]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both
2023-06-23 03:09:53,774 - icews14_both - [INFO] - [E:368| 500]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 03:10:56,872 - icews14_both - [INFO] - [E:368| 600]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 03:11:59,980 - icews14_both - [INFO] - [E:368| 700]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 03:13:03,077 - icews14_both - [INFO] - [E:368| 800]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both
2023-06-23 03:14:06,081 - icews14_both - [INFO] - [E:368| 900]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both
2023-06-23 03:14:50,411 - icews14_both - [INFO] - [Epoch:368]: Training Loss:0.001492
2023-06-23 03:14:50,625 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 03:15:04,283 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 03:15:17,722 - icews14_both - [INFO] - [Evaluating Epoch 368 valid]:
MRR: Tail : 0.47817, Head : 0.42901, Avg : 0.45359
2023-06-23 03:15:17,722 - icews14_both - [INFO] - [Epoch 368]: Training Loss: 0.0014918, Valid MRR: 0.45498,
2023-06-23 03:15:18,361 - icews14_both - [INFO] - [E:369| 0]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 03:16:21,395 - icews14_both - [INFO] - [E:369| 100]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both
2023-06-23 03:17:24,397 - icews14_both - [INFO] - [E:369| 200]: Train Loss:0.0014931, Val MRR:0.45498, icews14_both
2023-06-23 03:18:27,419 - icews14_both - [INFO] - [E:369| 300]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both
2023-06-23 03:19:30,454 - icews14_both - [INFO] - [E:369| 400]: Train Loss:0.001492, Val MRR:0.45498, icews14_both
2023-06-23 03:20:33,500 - icews14_both - [INFO] - [E:369| 500]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 03:21:36,530 - icews14_both - [INFO] - [E:369| 600]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 03:22:39,575 - icews14_both - [INFO] - [E:369| 700]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-23 03:23:42,621 - icews14_both - [INFO] - [E:369| 800]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both
2023-06-23 03:24:45,661 - icews14_both - [INFO] - [E:369| 900]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both
2023-06-23 03:25:29,995 - icews14_both - [INFO] - [Epoch:369]: Training Loss:0.001492
2023-06-23 03:25:30,208 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 03:25:43,869 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 03:25:57,324 - icews14_both - [INFO] - [Evaluating Epoch 369 valid]:
MRR: Tail : 0.47987, Head : 0.42794, Avg : 0.4539
MR: Tail : 568.81, Head : 650.24, Avg : 609.53
Hit-1: Tail : 0.39827, Head : 0.34664, Avg : 0.37245
Hit-3: Tail : 0.52313, Head : 0.46503, Avg : 0.49408
Hit-10: Tail : 0.63005, Head : 0.58281, Avg : 0.60643
2023-06-23 03:25:57,324 - icews14_both - [INFO] - [Epoch 369]: Training Loss: 0.0014919, Valid MRR: 0.45498,
2023-06-23 03:25:57,965 - icews14_both - [INFO] - [E:370| 0]: Train Loss:0.0014994, Val MRR:0.45498, icews14_both
2023-06-23 03:27:01,037 - icews14_both - [INFO] - [E:370| 100]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 03:28:04,213 - icews14_both - [INFO] - [E:370| 200]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-23 03:29:07,375 - icews14_both - [INFO] - [E:370| 300]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-23 03:30:10,554 - icews14_both - [INFO] - [E:370| 400]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both
2023-06-23 03:31:13,729 - icews14_both - [INFO] - [E:370| 500]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both
2023-06-23 03:32:16,888 - icews14_both - [INFO] - [E:370| 600]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 03:33:20,057 - icews14_both - [INFO] - [E:370| 700]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both
2023-06-23 03:34:23,217 - icews14_both - [INFO] - [E:370| 800]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both
2023-06-23 03:35:26,367 - icews14_both - [INFO] - [E:370| 900]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both
2023-06-23 03:36:10,771 - icews14_both - [INFO] - [Epoch:370]: Training Loss:0.001492
2023-06-23 03:36:10,986 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 03:36:24,648 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 03:36:38,105 - icews14_both - [INFO] - [Evaluating Epoch 370 valid]:
MRR: Tail : 0.4789, Head : 0.42792, Avg : 0.45341
2023-06-23 03:36:38,105 - icews14_both - [INFO] - [Epoch 370]: Training Loss: 0.0014919, Valid MRR: 0.45498,
2023-06-23 03:36:38,748 - icews14_both - [INFO] - [E:371| 0]: Train Loss:0.0015022, Val MRR:0.45498, icews14_both
2023-06-23 03:37:41,898 - icews14_both - [INFO] - [E:371| 100]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both
2023-06-23 03:38:45,068 - icews14_both - [INFO] - [E:371| 200]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 03:39:48,231 - icews14_both - [INFO] - [E:371| 300]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 03:40:51,384 - icews14_both - [INFO] - [E:371| 400]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 03:41:54,568 - icews14_both - [INFO] - [E:371| 500]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 03:42:57,737 - icews14_both - [INFO] - [E:371| 600]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both
2023-06-23 03:44:00,901 - icews14_both - [INFO] - [E:371| 700]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both
2023-06-23 03:45:04,073 - icews14_both - [INFO] - [E:371| 800]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both
2023-06-23 03:46:07,235 - icews14_both - [INFO] - [E:371| 900]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both
2023-06-23 03:46:51,656 - icews14_both - [INFO] - [Epoch:371]: Training Loss:0.001492
2023-06-23 03:46:51,869 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 03:47:05,539 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 03:47:19,016 - icews14_both - [INFO] - [Evaluating Epoch 371 valid]:
MRR: Tail : 0.47966, Head : 0.42827, Avg : 0.45397
2023-06-23 03:47:19,016 - icews14_both - [INFO] - [Epoch 371]: Training Loss: 0.0014918, Valid MRR: 0.45498,
2023-06-23 03:47:19,658 - icews14_both - [INFO] - [E:372| 0]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both
2023-06-23 03:48:22,835 - icews14_both - [INFO] - [E:372| 100]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both
2023-06-23 03:49:26,002 - icews14_both - [INFO] - [E:372| 200]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 03:50:29,166 - icews14_both - [INFO] - [E:372| 300]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 03:51:32,343 - icews14_both - [INFO] - [E:372| 400]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-23 03:52:35,492 - icews14_both - [INFO] - [E:372| 500]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both
2023-06-23 03:53:38,667 - icews14_both - [INFO] - [E:372| 600]: Train Loss:0.0014919, Val MRR:0.45498, icews14_both
2023-06-23 03:54:41,831 - icews14_both - [INFO] - [E:372| 700]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both
2023-06-23 03:55:44,974 - icews14_both - [INFO] - [E:372| 800]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 03:56:48,128 - icews14_both - [INFO] - [E:372| 900]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both
2023-06-23 03:57:32,530 - icews14_both - [INFO] - [Epoch:372]: Training Loss:0.001492
2023-06-23 03:57:32,744 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 03:57:46,413 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 03:57:59,860 - icews14_both - [INFO] - [Evaluating Epoch 372 valid]:
MRR: Tail : 0.47469, Head : 0.42387, Avg : 0.44928
2023-06-23 03:57:59,861 - icews14_both - [INFO] - [Epoch 372]: Training Loss: 0.0014917, Valid MRR: 0.45498,
2023-06-23 03:58:00,504 - icews14_both - [INFO] - [E:373| 0]: Train Loss:0.0014851, Val MRR:0.45498, icews14_both
2023-06-23 03:59:03,624 - icews14_both - [INFO] - [E:373| 100]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 04:00:06,766 - icews14_both - [INFO] - [E:373| 200]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 04:01:09,872 - icews14_both - [INFO] - [E:373| 300]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both
2023-06-23 04:02:13,008 - icews14_both - [INFO] - [E:373| 400]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both
2023-06-23 04:03:16,188 - icews14_both - [INFO] - [E:373| 500]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both
2023-06-23 04:04:19,302 - icews14_both - [INFO] - [E:373| 600]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both
2023-06-23 04:05:22,424 - icews14_both - [INFO] - [E:373| 700]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 04:06:25,532 - icews14_both - [INFO] - [E:373| 800]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 04:07:28,610 - icews14_both - [INFO] - [E:373| 900]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both
2023-06-23 04:08:12,961 - icews14_both - [INFO] - [Epoch:373]: Training Loss:0.001492
2023-06-23 04:08:13,176 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 04:08:26,839 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 04:08:40,288 - icews14_both - [INFO] - [Evaluating Epoch 373 valid]:
MRR: Tail : 0.47548, Head : 0.42801, Avg : 0.45174
2023-06-23 04:08:40,288 - icews14_both - [INFO] - [Epoch 373]: Training Loss: 0.0014916, Valid MRR: 0.45498,
2023-06-23 04:08:40,927 - icews14_both - [INFO] - [E:374| 0]: Train Loss:0.0014965, Val MRR:0.45498, icews14_both
2023-06-23 04:09:44,003 - icews14_both - [INFO] - [E:374| 100]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-23 04:10:47,100 - icews14_both - [INFO] - [E:374| 200]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both
2023-06-23 04:11:50,168 - icews14_both - [INFO] - [E:374| 300]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 04:12:53,228 - icews14_both - [INFO] - [E:374| 400]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-23 04:13:56,270 - icews14_both - [INFO] - [E:374| 500]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both
2023-06-23 04:14:59,350 - icews14_both - [INFO] - [E:374| 600]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-23 04:16:02,416 - icews14_both - [INFO] - [E:374| 700]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 04:17:05,491 - icews14_both - [INFO] - [E:374| 800]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 04:18:08,560 - icews14_both - [INFO] - [E:374| 900]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 04:18:52,921 - icews14_both - [INFO] - [Epoch:374]: Training Loss:0.001492
2023-06-23 04:18:53,134 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 04:19:06,793 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 04:19:20,233 - icews14_both - [INFO] - [Evaluating Epoch 374 valid]:
MRR: Tail : 0.48017, Head : 0.42973, Avg : 0.45495
2023-06-23 04:19:20,233 - icews14_both - [INFO] - [Epoch 374]: Training Loss: 0.0014915, Valid MRR: 0.45498,
2023-06-23 04:19:20,875 - icews14_both - [INFO] - [E:375| 0]: Train Loss:0.0014838, Val MRR:0.45498, icews14_both
2023-06-23 04:20:23,951 - icews14_both - [INFO] - [E:375| 100]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both
2023-06-23 04:21:26,996 - icews14_both - [INFO] - [E:375| 200]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 04:22:30,040 - icews14_both - [INFO] - [E:375| 300]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 04:23:33,071 - icews14_both - [INFO] - [E:375| 400]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 04:24:36,106 - icews14_both - [INFO] - [E:375| 500]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 04:25:39,112 - icews14_both - [INFO] - [E:375| 600]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 04:26:42,122 - icews14_both - [INFO] - [E:375| 700]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 04:27:45,123 - icews14_both - [INFO] - [E:375| 800]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 04:28:48,133 - icews14_both - [INFO] - [E:375| 900]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 04:29:32,411 - icews14_both - [INFO] - [Epoch:375]: Training Loss:0.001491
2023-06-23 04:29:32,624 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 04:29:46,275 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 04:29:59,706 - icews14_both - [INFO] - [Evaluating Epoch 375 valid]:
MRR: Tail : 0.47771, Head : 0.42641, Avg : 0.45206
2023-06-23 04:29:59,706 - icews14_both - [INFO] - [Epoch 375]: Training Loss: 0.0014913, Valid MRR: 0.45498,
2023-06-23 04:30:00,346 - icews14_both - [INFO] - [E:376| 0]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both
2023-06-23 04:31:03,361 - icews14_both - [INFO] - [E:376| 100]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 04:32:06,360 - icews14_both - [INFO] - [E:376| 200]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both
2023-06-23 04:33:09,374 - icews14_both - [INFO] - [E:376| 300]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both
2023-06-23 04:34:12,353 - icews14_both - [INFO] - [E:376| 400]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both
2023-06-23 04:35:15,340 - icews14_both - [INFO] - [E:376| 500]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 04:36:18,336 - icews14_both - [INFO] - [E:376| 600]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-23 04:37:21,356 - icews14_both - [INFO] - [E:376| 700]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 04:38:24,346 - icews14_both - [INFO] - [E:376| 800]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 04:39:27,326 - icews14_both - [INFO] - [E:376| 900]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 04:40:11,630 - icews14_both - [INFO] - [Epoch:376]: Training Loss:0.001491
2023-06-23 04:40:11,844 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 04:40:25,478 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 04:40:38,898 - icews14_both - [INFO] - [Evaluating Epoch 376 valid]:
MRR: Tail : 0.47818, Head : 0.42654, Avg : 0.45236
2023-06-23 04:40:38,898 - icews14_both - [INFO] - [Epoch 376]: Training Loss: 0.0014913, Valid MRR: 0.45498,
2023-06-23 04:40:39,540 - icews14_both - [INFO] - [E:377| 0]: Train Loss:0.0014792, Val MRR:0.45498, icews14_both
2023-06-23 04:41:42,527 - icews14_both - [INFO] - [E:377| 100]: Train Loss:0.0014914, Val MRR:0.45498, icews14_both
2023-06-23 04:42:45,522 - icews14_both - [INFO] - [E:377| 200]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-23 04:43:48,527 - icews14_both - [INFO] - [E:377| 300]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 04:44:51,508 - icews14_both - [INFO] - [E:377| 400]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 04:45:54,497 - icews14_both - [INFO] - [E:377| 500]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 04:46:57,494 - icews14_both - [INFO] - [E:377| 600]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 04:48:00,490 - icews14_both - [INFO] - [E:377| 700]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 04:49:03,462 - icews14_both - [INFO] - [E:377| 800]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 04:50:06,457 - icews14_both - [INFO] - [E:377| 900]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 04:50:50,726 - icews14_both - [INFO] - [Epoch:377]: Training Loss:0.001491
2023-06-23 04:50:50,940 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 04:51:04,581 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 04:51:18,000 - icews14_both - [INFO] - [Evaluating Epoch 377 valid]:
MRR: Tail : 0.47388, Head : 0.42312, Avg : 0.4485
2023-06-23 04:51:18,000 - icews14_both - [INFO] - [Epoch 377]: Training Loss: 0.0014913, Valid MRR: 0.45498,
2023-06-23 04:51:18,638 - icews14_both - [INFO] - [E:378| 0]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 04:52:21,617 - icews14_both - [INFO] - [E:378| 100]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 04:53:24,594 - icews14_both - [INFO] - [E:378| 200]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both
2023-06-23 04:54:27,563 - icews14_both - [INFO] - [E:378| 300]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 04:55:30,546 - icews14_both - [INFO] - [E:378| 400]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-23 04:56:33,521 - icews14_both - [INFO] - [E:378| 500]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 04:57:36,501 - icews14_both - [INFO] - [E:378| 600]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 04:58:39,485 - icews14_both - [INFO] - [E:378| 700]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 04:59:42,464 - icews14_both - [INFO] - [E:378| 800]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 05:00:45,458 - icews14_both - [INFO] - [E:378| 900]: Train Loss:0.0014914, Val MRR:0.45498, icews14_both
2023-06-23 05:01:29,749 - icews14_both - [INFO] - [Epoch:378]: Training Loss:0.001491
2023-06-23 05:01:29,962 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 05:01:43,591 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 05:01:57,013 - icews14_both - [INFO] - [Evaluating Epoch 378 valid]:
MRR: Tail : 0.47874, Head : 0.42912, Avg : 0.45393
2023-06-23 05:01:57,014 - icews14_both - [INFO] - [Epoch 378]: Training Loss: 0.0014914, Valid MRR: 0.45498,
2023-06-23 05:01:57,654 - icews14_both - [INFO] - [E:379| 0]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both
2023-06-23 05:03:00,641 - icews14_both - [INFO] - [E:379| 100]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both
2023-06-23 05:04:03,617 - icews14_both - [INFO] - [E:379| 200]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 05:05:06,618 - icews14_both - [INFO] - [E:379| 300]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 05:06:09,584 - icews14_both - [INFO] - [E:379| 400]: Train Loss:0.0014914, Val MRR:0.45498, icews14_both
2023-06-23 05:07:12,544 - icews14_both - [INFO] - [E:379| 500]: Train Loss:0.0014914, Val MRR:0.45498, icews14_both
2023-06-23 05:08:15,478 - icews14_both - [INFO] - [E:379| 600]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 05:09:18,473 - icews14_both - [INFO] - [E:379| 700]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 05:10:21,466 - icews14_both - [INFO] - [E:379| 800]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 05:11:24,469 - icews14_both - [INFO] - [E:379| 900]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 05:12:08,741 - icews14_both - [INFO] - [Epoch:379]: Training Loss:0.001491
2023-06-23 05:12:08,955 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 05:12:22,593 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 05:12:36,015 - icews14_both - [INFO] - [Evaluating Epoch 379 valid]:
MRR: Tail : 0.47712, Head : 0.42598, Avg : 0.45155
MR: Tail : 577.0, Head : 655.89, Avg : 616.44
Hit-1: Tail : 0.39814, Head : 0.34652, Avg : 0.37233
Hit-3: Tail : 0.51849, Head : 0.46247, Avg : 0.49048
Hit-10: Tail : 0.62334, Head : 0.5783, Avg : 0.60082
2023-06-23 05:12:36,016 - icews14_both - [INFO] - [Epoch 379]: Training Loss: 0.0014914, Valid MRR: 0.45498,
2023-06-23 05:12:36,655 - icews14_both - [INFO] - [E:380| 0]: Train Loss:0.0014991, Val MRR:0.45498, icews14_both
2023-06-23 05:13:39,646 - icews14_both - [INFO] - [E:380| 100]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 05:14:42,628 - icews14_both - [INFO] - [E:380| 200]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both
2023-06-23 05:15:45,623 - icews14_both - [INFO] - [E:380| 300]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-23 05:16:48,609 - icews14_both - [INFO] - [E:380| 400]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 05:17:51,597 - icews14_both - [INFO] - [E:380| 500]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 05:18:54,574 - icews14_both - [INFO] - [E:380| 600]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 05:19:57,563 - icews14_both - [INFO] - [E:380| 700]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 05:21:00,555 - icews14_both - [INFO] - [E:380| 800]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 05:22:03,544 - icews14_both - [INFO] - [E:380| 900]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 05:22:47,843 - icews14_both - [INFO] - [Epoch:380]: Training Loss:0.001491
2023-06-23 05:22:48,057 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 05:23:01,685 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 05:23:15,105 - icews14_both - [INFO] - [Evaluating Epoch 380 valid]:
MRR: Tail : 0.4756, Head : 0.42566, Avg : 0.45063
2023-06-23 05:23:15,105 - icews14_both - [INFO] - [Epoch 380]: Training Loss: 0.0014912, Valid MRR: 0.45498,
2023-06-23 05:23:15,744 - icews14_both - [INFO] - [E:381| 0]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both
2023-06-23 05:24:18,762 - icews14_both - [INFO] - [E:381| 100]: Train Loss:0.0014917, Val MRR:0.45498, icews14_both
2023-06-23 05:25:21,719 - icews14_both - [INFO] - [E:381| 200]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 05:26:24,671 - icews14_both - [INFO] - [E:381| 300]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-23 05:27:27,621 - icews14_both - [INFO] - [E:381| 400]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both
2023-06-23 05:28:30,573 - icews14_both - [INFO] - [E:381| 500]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both
2023-06-23 05:29:33,513 - icews14_both - [INFO] - [E:381| 600]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both
2023-06-23 05:30:36,460 - icews14_both - [INFO] - [E:381| 700]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both
2023-06-23 05:31:39,401 - icews14_both - [INFO] - [E:381| 800]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-23 05:32:42,347 - icews14_both - [INFO] - [E:381| 900]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-23 05:33:26,597 - icews14_both - [INFO] - [Epoch:381]: Training Loss:0.001491
2023-06-23 05:33:26,811 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 05:33:40,447 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 05:33:53,854 - icews14_both - [INFO] - [Evaluating Epoch 381 valid]:
MRR: Tail : 0.47354, Head : 0.4275, Avg : 0.45052
2023-06-23 05:33:53,855 - icews14_both - [INFO] - [Epoch 381]: Training Loss: 0.0014911, Valid MRR: 0.45498,
2023-06-23 05:33:54,492 - icews14_both - [INFO] - [E:382| 0]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-23 05:34:57,439 - icews14_both - [INFO] - [E:382| 100]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both
2023-06-23 05:36:00,391 - icews14_both - [INFO] - [E:382| 200]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 05:37:03,341 - icews14_both - [INFO] - [E:382| 300]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 05:38:06,291 - icews14_both - [INFO] - [E:382| 400]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 05:39:09,252 - icews14_both - [INFO] - [E:382| 500]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 05:40:12,217 - icews14_both - [INFO] - [E:382| 600]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 05:41:15,168 - icews14_both - [INFO] - [E:382| 700]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 05:42:18,122 - icews14_both - [INFO] - [E:382| 800]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 05:43:21,091 - icews14_both - [INFO] - [E:382| 900]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 05:44:05,375 - icews14_both - [INFO] - [Epoch:382]: Training Loss:0.001491
2023-06-23 05:44:05,588 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 05:44:19,214 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 05:44:32,637 - icews14_both - [INFO] - [Evaluating Epoch 382 valid]:
MRR: Tail : 0.47746, Head : 0.42698, Avg : 0.45222
2023-06-23 05:44:32,637 - icews14_both - [INFO] - [Epoch 382]: Training Loss: 0.0014911, Valid MRR: 0.45498,
2023-06-23 05:44:33,276 - icews14_both - [INFO] - [E:383| 0]: Train Loss:0.0014849, Val MRR:0.45498, icews14_both
2023-06-23 05:45:36,235 - icews14_both - [INFO] - [E:383| 100]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both
2023-06-23 05:46:39,206 - icews14_both - [INFO] - [E:383| 200]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 05:47:42,164 - icews14_both - [INFO] - [E:383| 300]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-23 05:48:45,124 - icews14_both - [INFO] - [E:383| 400]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 05:49:48,093 - icews14_both - [INFO] - [E:383| 500]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 05:50:51,065 - icews14_both - [INFO] - [E:383| 600]: Train Loss:0.0014914, Val MRR:0.45498, icews14_both
2023-06-23 05:51:54,038 - icews14_both - [INFO] - [E:383| 700]: Train Loss:0.0014914, Val MRR:0.45498, icews14_both
2023-06-23 05:52:57,010 - icews14_both - [INFO] - [E:383| 800]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 05:53:59,973 - icews14_both - [INFO] - [E:383| 900]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 05:54:44,249 - icews14_both - [INFO] - [Epoch:383]: Training Loss:0.001491
2023-06-23 05:54:44,463 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 05:54:58,102 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 05:55:11,528 - icews14_both - [INFO] - [Evaluating Epoch 383 valid]:
MRR: Tail : 0.47549, Head : 0.42568, Avg : 0.45059
2023-06-23 05:55:11,528 - icews14_both - [INFO] - [Epoch 383]: Training Loss: 0.0014912, Valid MRR: 0.45498,
2023-06-23 05:55:12,171 - icews14_both - [INFO] - [E:384| 0]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both
2023-06-23 05:56:15,143 - icews14_both - [INFO] - [E:384| 100]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 05:57:18,112 - icews14_both - [INFO] - [E:384| 200]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 05:58:21,117 - icews14_both - [INFO] - [E:384| 300]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both
2023-06-23 05:59:24,127 - icews14_both - [INFO] - [E:384| 400]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both
2023-06-23 06:00:27,145 - icews14_both - [INFO] - [E:384| 500]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-23 06:01:30,153 - icews14_both - [INFO] - [E:384| 600]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both
2023-06-23 06:02:33,202 - icews14_both - [INFO] - [E:384| 700]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-23 06:03:36,243 - icews14_both - [INFO] - [E:384| 800]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 06:04:39,260 - icews14_both - [INFO] - [E:384| 900]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-23 06:05:23,626 - icews14_both - [INFO] - [Epoch:384]: Training Loss:0.001491
2023-06-23 06:05:23,839 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 06:05:37,478 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 06:05:50,923 - icews14_both - [INFO] - [Evaluating Epoch 384 valid]:
MRR: Tail : 0.47874, Head : 0.42829, Avg : 0.45351
2023-06-23 06:05:50,923 - icews14_both - [INFO] - [Epoch 384]: Training Loss: 0.001491, Valid MRR: 0.45498,
2023-06-23 06:05:51,561 - icews14_both - [INFO] - [E:385| 0]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both
2023-06-23 06:06:54,596 - icews14_both - [INFO] - [E:385| 100]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both
2023-06-23 06:07:57,644 - icews14_both - [INFO] - [E:385| 200]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both
2023-06-23 06:09:00,702 - icews14_both - [INFO] - [E:385| 300]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both
2023-06-23 06:10:03,749 - icews14_both - [INFO] - [E:385| 400]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both
2023-06-23 06:11:06,817 - icews14_both - [INFO] - [E:385| 500]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both
2023-06-23 06:12:09,866 - icews14_both - [INFO] - [E:385| 600]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both
2023-06-23 06:13:12,907 - icews14_both - [INFO] - [E:385| 700]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both
2023-06-23 06:14:15,953 - icews14_both - [INFO] - [E:385| 800]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both
2023-06-23 06:15:18,990 - icews14_both - [INFO] - [E:385| 900]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both
2023-06-23 06:16:03,337 - icews14_both - [INFO] - [Epoch:385]: Training Loss:0.001491
2023-06-23 06:16:03,552 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 06:16:17,197 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 06:16:30,632 - icews14_both - [INFO] - [Evaluating Epoch 385 valid]:
MRR: Tail : 0.47662, Head : 0.42562, Avg : 0.45112
2023-06-23 06:16:30,633 - icews14_both - [INFO] - [Epoch 385]: Training Loss: 0.0014908, Valid MRR: 0.45498,
2023-06-23 06:16:31,273 - icews14_both - [INFO] - [E:386| 0]: Train Loss:0.0014965, Val MRR:0.45498, icews14_both
2023-06-23 06:17:34,307 - icews14_both - [INFO] - [E:386| 100]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 06:18:37,351 - icews14_both - [INFO] - [E:386| 200]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both
2023-06-23 06:19:40,399 - icews14_both - [INFO] - [E:386| 300]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both
2023-06-23 06:20:43,420 - icews14_both - [INFO] - [E:386| 400]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both
2023-06-23 06:21:46,487 - icews14_both - [INFO] - [E:386| 500]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both
2023-06-23 06:22:49,527 - icews14_both - [INFO] - [E:386| 600]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-23 06:23:52,577 - icews14_both - [INFO] - [E:386| 700]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both
2023-06-23 06:24:55,636 - icews14_both - [INFO] - [E:386| 800]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both
2023-06-23 06:25:58,688 - icews14_both - [INFO] - [E:386| 900]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both
2023-06-23 06:26:43,043 - icews14_both - [INFO] - [Epoch:386]: Training Loss:0.001491
2023-06-23 06:26:43,258 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 06:26:56,905 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 06:27:10,354 - icews14_both - [INFO] - [Evaluating Epoch 386 valid]:
MRR: Tail : 0.47787, Head : 0.42862, Avg : 0.45324
2023-06-23 06:27:10,354 - icews14_both - [INFO] - [Epoch 386]: Training Loss: 0.0014909, Valid MRR: 0.45498,
2023-06-23 06:27:10,996 - icews14_both - [INFO] - [E:387| 0]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 06:28:14,044 - icews14_both - [INFO] - [E:387| 100]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both
2023-06-23 06:29:17,125 - icews14_both - [INFO] - [E:387| 200]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-23 06:30:20,163 - icews14_both - [INFO] - [E:387| 300]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both
2023-06-23 06:31:23,244 - icews14_both - [INFO] - [E:387| 400]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both
2023-06-23 06:32:26,288 - icews14_both - [INFO] - [E:387| 500]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both
2023-06-23 06:33:29,340 - icews14_both - [INFO] - [E:387| 600]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both
2023-06-23 06:34:32,410 - icews14_both - [INFO] - [E:387| 700]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both
2023-06-23 06:35:35,456 - icews14_both - [INFO] - [E:387| 800]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both
2023-06-23 06:36:38,510 - icews14_both - [INFO] - [E:387| 900]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both
2023-06-23 06:37:22,878 - icews14_both - [INFO] - [Epoch:387]: Training Loss:0.001491
2023-06-23 06:37:23,092 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 06:37:36,739 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 06:37:50,182 - icews14_both - [INFO] - [Evaluating Epoch 387 valid]:
MRR: Tail : 0.47958, Head : 0.42622, Avg : 0.4529
2023-06-23 06:37:50,182 - icews14_both - [INFO] - [Epoch 387]: Training Loss: 0.0014908, Valid MRR: 0.45498,
2023-06-23 06:37:50,823 - icews14_both - [INFO] - [E:388| 0]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both
2023-06-23 06:38:53,916 - icews14_both - [INFO] - [E:388| 100]: Train Loss:0.00149, Val MRR:0.45498, icews14_both
2023-06-23 06:39:57,020 - icews14_both - [INFO] - [E:388| 200]: Train Loss:0.00149, Val MRR:0.45498, icews14_both
2023-06-23 06:41:00,103 - icews14_both - [INFO] - [E:388| 300]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both
2023-06-23 06:42:03,248 - icews14_both - [INFO] - [E:388| 400]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both
2023-06-23 06:43:06,339 - icews14_both - [INFO] - [E:388| 500]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 06:44:09,444 - icews14_both - [INFO] - [E:388| 600]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both
2023-06-23 06:45:12,539 - icews14_both - [INFO] - [E:388| 700]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both
2023-06-23 06:46:15,635 - icews14_both - [INFO] - [E:388| 800]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both
2023-06-23 06:47:18,716 - icews14_both - [INFO] - [E:388| 900]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both
2023-06-23 06:48:03,104 - icews14_both - [INFO] - [Epoch:388]: Training Loss:0.001491
2023-06-23 06:48:03,318 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 06:48:16,992 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 06:48:30,469 - icews14_both - [INFO] - [Evaluating Epoch 388 valid]:
MRR: Tail : 0.47245, Head : 0.41929, Avg : 0.44587
2023-06-23 06:48:30,469 - icews14_both - [INFO] - [Epoch 388]: Training Loss: 0.0014907, Valid MRR: 0.45498,
2023-06-23 06:48:31,118 - icews14_both - [INFO] - [E:389| 0]: Train Loss:0.0014916, Val MRR:0.45498, icews14_both
2023-06-23 06:49:34,235 - icews14_both - [INFO] - [E:389| 100]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both
2023-06-23 06:50:37,333 - icews14_both - [INFO] - [E:389| 200]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 06:51:40,445 - icews14_both - [INFO] - [E:389| 300]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 06:52:43,534 - icews14_both - [INFO] - [E:389| 400]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both
2023-06-23 06:53:46,584 - icews14_both - [INFO] - [E:389| 500]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both
2023-06-23 06:54:49,705 - icews14_both - [INFO] - [E:389| 600]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both
2023-06-23 06:55:52,945 - icews14_both - [INFO] - [E:389| 700]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both
2023-06-23 06:56:56,158 - icews14_both - [INFO] - [E:389| 800]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both
2023-06-23 06:57:59,334 - icews14_both - [INFO] - [E:389| 900]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both
2023-06-23 06:58:43,783 - icews14_both - [INFO] - [Epoch:389]: Training Loss:0.001491
2023-06-23 06:58:43,996 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 06:58:57,675 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 06:59:11,136 - icews14_both - [INFO] - [Evaluating Epoch 389 valid]:
MRR: Tail : 0.47706, Head : 0.42721, Avg : 0.45213
MR: Tail : 574.02, Head : 649.6, Avg : 611.81
Hit-1: Tail : 0.39802, Head : 0.34932, Avg : 0.37367
Hit-3: Tail : 0.51825, Head : 0.46332, Avg : 0.49078
Hit-10: Tail : 0.62358, Head : 0.57708, Avg : 0.60033
2023-06-23 06:59:11,136 - icews14_both - [INFO] - [Epoch 389]: Training Loss: 0.0014907, Valid MRR: 0.45498,
2023-06-23 06:59:11,779 - icews14_both - [INFO] - [E:390| 0]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both
2023-06-23 07:00:14,967 - icews14_both - [INFO] - [E:390| 100]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both
2023-06-23 07:01:18,185 - icews14_both - [INFO] - [E:390| 200]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 07:02:21,462 - icews14_both - [INFO] - [E:390| 300]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both
2023-06-23 07:03:24,577 - icews14_both - [INFO] - [E:390| 400]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both
2023-06-23 07:04:27,669 - icews14_both - [INFO] - [E:390| 500]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both
2023-06-23 07:05:30,779 - icews14_both - [INFO] - [E:390| 600]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both
2023-06-23 07:06:33,918 - icews14_both - [INFO] - [E:390| 700]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both
2023-06-23 07:07:37,028 - icews14_both - [INFO] - [E:390| 800]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both
2023-06-23 07:08:40,134 - icews14_both - [INFO] - [E:390| 900]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both
2023-06-23 07:09:24,500 - icews14_both - [INFO] - [Epoch:390]: Training Loss:0.001491
2023-06-23 07:09:24,714 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 07:09:38,394 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 07:09:51,864 - icews14_both - [INFO] - [Evaluating Epoch 390 valid]:
MRR: Tail : 0.4762, Head : 0.42692, Avg : 0.45156
2023-06-23 07:09:51,864 - icews14_both - [INFO] - [Epoch 390]: Training Loss: 0.0014908, Valid MRR: 0.45498,
2023-06-23 07:09:52,504 - icews14_both - [INFO] - [E:391| 0]: Train Loss:0.001495, Val MRR:0.45498, icews14_both
2023-06-23 07:10:55,599 - icews14_both - [INFO] - [E:391| 100]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both
2023-06-23 07:11:58,725 - icews14_both - [INFO] - [E:391| 200]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 07:13:01,860 - icews14_both - [INFO] - [E:391| 300]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 07:14:04,998 - icews14_both - [INFO] - [E:391| 400]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 07:15:08,211 - icews14_both - [INFO] - [E:391| 500]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 07:16:11,437 - icews14_both - [INFO] - [E:391| 600]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 07:17:14,674 - icews14_both - [INFO] - [E:391| 700]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both
2023-06-23 07:18:17,933 - icews14_both - [INFO] - [E:391| 800]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both
2023-06-23 07:19:21,172 - icews14_both - [INFO] - [E:391| 900]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both
2023-06-23 07:20:05,643 - icews14_both - [INFO] - [Epoch:391]: Training Loss:0.001491
2023-06-23 07:20:05,857 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 07:20:19,540 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 07:20:33,014 - icews14_both - [INFO] - [Evaluating Epoch 391 valid]:
MRR: Tail : 0.47705, Head : 0.42719, Avg : 0.45212
2023-06-23 07:20:33,014 - icews14_both - [INFO] - [Epoch 391]: Training Loss: 0.0014906, Valid MRR: 0.45498,
2023-06-23 07:20:33,657 - icews14_both - [INFO] - [E:392| 0]: Train Loss:0.0015032, Val MRR:0.45498, icews14_both
2023-06-23 07:21:36,921 - icews14_both - [INFO] - [E:392| 100]: Train Loss:0.0014912, Val MRR:0.45498, icews14_both
2023-06-23 07:22:40,166 - icews14_both - [INFO] - [E:392| 200]: Train Loss:0.0014913, Val MRR:0.45498, icews14_both
2023-06-23 07:23:43,427 - icews14_both - [INFO] - [E:392| 300]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-23 07:24:46,698 - icews14_both - [INFO] - [E:392| 400]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both
2023-06-23 07:25:49,948 - icews14_both - [INFO] - [E:392| 500]: Train Loss:0.0014909, Val MRR:0.45498, icews14_both
2023-06-23 07:26:53,220 - icews14_both - [INFO] - [E:392| 600]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both
2023-06-23 07:27:56,445 - icews14_both - [INFO] - [E:392| 700]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both
2023-06-23 07:28:59,668 - icews14_both - [INFO] - [E:392| 800]: Train Loss:0.0014907, Val MRR:0.45498, icews14_both
2023-06-23 07:30:02,898 - icews14_both - [INFO] - [E:392| 900]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both
2023-06-23 07:30:47,353 - icews14_both - [INFO] - [Epoch:392]: Training Loss:0.001491
2023-06-23 07:30:47,567 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 07:31:01,261 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 07:31:14,737 - icews14_both - [INFO] - [Evaluating Epoch 392 valid]:
MRR: Tail : 0.47502, Head : 0.427, Avg : 0.45101
2023-06-23 07:31:14,737 - icews14_both - [INFO] - [Epoch 392]: Training Loss: 0.0014906, Valid MRR: 0.45498,
2023-06-23 07:31:15,382 - icews14_both - [INFO] - [E:393| 0]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both
2023-06-23 07:32:18,610 - icews14_both - [INFO] - [E:393| 100]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both
2023-06-23 07:33:21,851 - icews14_both - [INFO] - [E:393| 200]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 07:34:25,076 - icews14_both - [INFO] - [E:393| 300]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 07:35:28,275 - icews14_both - [INFO] - [E:393| 400]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both
2023-06-23 07:36:31,513 - icews14_both - [INFO] - [E:393| 500]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 07:37:34,736 - icews14_both - [INFO] - [E:393| 600]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 07:38:37,969 - icews14_both - [INFO] - [E:393| 700]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both
2023-06-23 07:39:41,206 - icews14_both - [INFO] - [E:393| 800]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both
2023-06-23 07:40:44,441 - icews14_both - [INFO] - [E:393| 900]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both
2023-06-23 07:41:28,933 - icews14_both - [INFO] - [Epoch:393]: Training Loss:0.001491
2023-06-23 07:41:29,146 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 07:41:42,825 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 07:41:56,286 - icews14_both - [INFO] - [Evaluating Epoch 393 valid]:
MRR: Tail : 0.47619, Head : 0.42415, Avg : 0.45017
2023-06-23 07:41:56,286 - icews14_both - [INFO] - [Epoch 393]: Training Loss: 0.0014906, Valid MRR: 0.45498,
2023-06-23 07:41:56,929 - icews14_both - [INFO] - [E:394| 0]: Train Loss:0.0014832, Val MRR:0.45498, icews14_both
2023-06-23 07:43:00,084 - icews14_both - [INFO] - [E:394| 100]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both
2023-06-23 07:44:03,248 - icews14_both - [INFO] - [E:394| 200]: Train Loss:0.00149, Val MRR:0.45498, icews14_both
2023-06-23 07:45:06,389 - icews14_both - [INFO] - [E:394| 300]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 07:46:09,578 - icews14_both - [INFO] - [E:394| 400]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 07:47:12,749 - icews14_both - [INFO] - [E:394| 500]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both
2023-06-23 07:48:15,998 - icews14_both - [INFO] - [E:394| 600]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both
2023-06-23 07:49:19,280 - icews14_both - [INFO] - [E:394| 700]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both
2023-06-23 07:50:22,557 - icews14_both - [INFO] - [E:394| 800]: Train Loss:0.0014905, Val MRR:0.45498, icews14_both
2023-06-23 07:51:25,821 - icews14_both - [INFO] - [E:394| 900]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both
2023-06-23 07:52:10,300 - icews14_both - [INFO] - [Epoch:394]: Training Loss:0.001491
2023-06-23 07:52:10,514 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 07:52:24,217 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 07:52:37,727 - icews14_both - [INFO] - [Evaluating Epoch 394 valid]:
MRR: Tail : 0.47634, Head : 0.42356, Avg : 0.44995
2023-06-23 07:52:37,727 - icews14_both - [INFO] - [Epoch 394]: Training Loss: 0.0014906, Valid MRR: 0.45498,
2023-06-23 07:52:38,371 - icews14_both - [INFO] - [E:395| 0]: Train Loss:0.0014809, Val MRR:0.45498, icews14_both
2023-06-23 07:53:41,676 - icews14_both - [INFO] - [E:395| 100]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both
2023-06-23 07:54:44,942 - icews14_both - [INFO] - [E:395| 200]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 07:55:48,199 - icews14_both - [INFO] - [E:395| 300]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both
2023-06-23 07:56:51,483 - icews14_both - [INFO] - [E:395| 400]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 07:57:54,750 - icews14_both - [INFO] - [E:395| 500]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 07:58:58,006 - icews14_both - [INFO] - [E:395| 600]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both
2023-06-23 08:00:01,280 - icews14_both - [INFO] - [E:395| 700]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 08:01:04,548 - icews14_both - [INFO] - [E:395| 800]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 08:02:07,831 - icews14_both - [INFO] - [E:395| 900]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 08:02:52,327 - icews14_both - [INFO] - [Epoch:395]: Training Loss:0.00149
2023-06-23 08:02:52,542 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 08:03:06,232 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 08:03:19,725 - icews14_both - [INFO] - [Evaluating Epoch 395 valid]:
MRR: Tail : 0.47587, Head : 0.42586, Avg : 0.45086
2023-06-23 08:03:19,726 - icews14_both - [INFO] - [Epoch 395]: Training Loss: 0.0014902, Valid MRR: 0.45498,
2023-06-23 08:03:20,369 - icews14_both - [INFO] - [E:396| 0]: Train Loss:0.0014921, Val MRR:0.45498, icews14_both
2023-06-23 08:04:23,622 - icews14_both - [INFO] - [E:396| 100]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both
2023-06-23 08:05:26,891 - icews14_both - [INFO] - [E:396| 200]: Train Loss:0.00149, Val MRR:0.45498, icews14_both
2023-06-23 08:06:30,156 - icews14_both - [INFO] - [E:396| 300]: Train Loss:0.00149, Val MRR:0.45498, icews14_both
2023-06-23 08:07:33,401 - icews14_both - [INFO] - [E:396| 400]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 08:08:36,705 - icews14_both - [INFO] - [E:396| 500]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both
2023-06-23 08:09:39,976 - icews14_both - [INFO] - [E:396| 600]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 08:10:43,239 - icews14_both - [INFO] - [E:396| 700]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 08:11:46,529 - icews14_both - [INFO] - [E:396| 800]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both
2023-06-23 08:12:49,820 - icews14_both - [INFO] - [E:396| 900]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both
2023-06-23 08:13:34,253 - icews14_both - [INFO] - [Epoch:396]: Training Loss:0.00149
2023-06-23 08:13:34,468 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 08:13:48,164 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 08:14:01,637 - icews14_both - [INFO] - [Evaluating Epoch 396 valid]:
MRR: Tail : 0.47633, Head : 0.42633, Avg : 0.45133
2023-06-23 08:14:01,637 - icews14_both - [INFO] - [Epoch 396]: Training Loss: 0.0014904, Valid MRR: 0.45498,
2023-06-23 08:14:02,277 - icews14_both - [INFO] - [E:397| 0]: Train Loss:0.001483, Val MRR:0.45498, icews14_both
2023-06-23 08:15:05,502 - icews14_both - [INFO] - [E:397| 100]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 08:16:08,725 - icews14_both - [INFO] - [E:397| 200]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both
2023-06-23 08:17:11,939 - icews14_both - [INFO] - [E:397| 300]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both
2023-06-23 08:18:15,127 - icews14_both - [INFO] - [E:397| 400]: Train Loss:0.00149, Val MRR:0.45498, icews14_both
2023-06-23 08:19:18,355 - icews14_both - [INFO] - [E:397| 500]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 08:20:21,565 - icews14_both - [INFO] - [E:397| 600]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 08:21:24,763 - icews14_both - [INFO] - [E:397| 700]: Train Loss:0.00149, Val MRR:0.45498, icews14_both
2023-06-23 08:22:27,961 - icews14_both - [INFO] - [E:397| 800]: Train Loss:0.00149, Val MRR:0.45498, icews14_both
2023-06-23 08:23:31,159 - icews14_both - [INFO] - [E:397| 900]: Train Loss:0.00149, Val MRR:0.45498, icews14_both
2023-06-23 08:24:15,598 - icews14_both - [INFO] - [Epoch:397]: Training Loss:0.00149
2023-06-23 08:24:15,813 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 08:24:29,497 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 08:24:42,984 - icews14_both - [INFO] - [Evaluating Epoch 397 valid]:
MRR: Tail : 0.47641, Head : 0.42678, Avg : 0.4516
2023-06-23 08:24:42,984 - icews14_both - [INFO] - [Epoch 397]: Training Loss: 0.0014901, Valid MRR: 0.45498,
2023-06-23 08:24:43,628 - icews14_both - [INFO] - [E:398| 0]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both
2023-06-23 08:25:46,852 - icews14_both - [INFO] - [E:398| 100]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 08:26:50,076 - icews14_both - [INFO] - [E:398| 200]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 08:27:53,310 - icews14_both - [INFO] - [E:398| 300]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 08:28:56,535 - icews14_both - [INFO] - [E:398| 400]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 08:29:59,711 - icews14_both - [INFO] - [E:398| 500]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both
2023-06-23 08:31:02,918 - icews14_both - [INFO] - [E:398| 600]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both
2023-06-23 08:32:06,135 - icews14_both - [INFO] - [E:398| 700]: Train Loss:0.00149, Val MRR:0.45498, icews14_both
2023-06-23 08:33:09,344 - icews14_both - [INFO] - [E:398| 800]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 08:34:12,525 - icews14_both - [INFO] - [E:398| 900]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 08:34:56,967 - icews14_both - [INFO] - [Epoch:398]: Training Loss:0.00149
2023-06-23 08:34:57,181 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 08:35:10,869 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 08:35:24,343 - icews14_both - [INFO] - [Evaluating Epoch 398 valid]:
MRR: Tail : 0.47801, Head : 0.4293, Avg : 0.45365
2023-06-23 08:35:24,343 - icews14_both - [INFO] - [Epoch 398]: Training Loss: 0.0014902, Valid MRR: 0.45498,
2023-06-23 08:35:24,985 - icews14_both - [INFO] - [E:399| 0]: Train Loss:0.0014827, Val MRR:0.45498, icews14_both
2023-06-23 08:36:28,221 - icews14_both - [INFO] - [E:399| 100]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 08:37:31,433 - icews14_both - [INFO] - [E:399| 200]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 08:38:34,649 - icews14_both - [INFO] - [E:399| 300]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both
2023-06-23 08:39:37,839 - icews14_both - [INFO] - [E:399| 400]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both
2023-06-23 08:40:41,042 - icews14_both - [INFO] - [E:399| 500]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both
2023-06-23 08:41:44,211 - icews14_both - [INFO] - [E:399| 600]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both
2023-06-23 08:42:47,380 - icews14_both - [INFO] - [E:399| 700]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both
2023-06-23 08:43:50,554 - icews14_both - [INFO] - [E:399| 800]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 08:44:53,719 - icews14_both - [INFO] - [E:399| 900]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 08:45:38,125 - icews14_both - [INFO] - [Epoch:399]: Training Loss:0.00149
2023-06-23 08:45:38,339 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 08:45:52,017 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 08:46:05,496 - icews14_both - [INFO] - [Evaluating Epoch 399 valid]:
MRR: Tail : 0.47576, Head : 0.42555, Avg : 0.45066
MR: Tail : 579.07, Head : 646.37, Avg : 612.72
Hit-1: Tail : 0.39595, Head : 0.34627, Avg : 0.37111
Hit-3: Tail : 0.51947, Head : 0.46357, Avg : 0.49152
Hit-10: Tail : 0.62383, Head : 0.5794, Avg : 0.60161
2023-06-23 08:46:05,496 - icews14_both - [INFO] - [Epoch 399]: Training Loss: 0.0014901, Valid MRR: 0.45498,
2023-06-23 08:46:06,140 - icews14_both - [INFO] - [E:400| 0]: Train Loss:0.0014911, Val MRR:0.45498, icews14_both
2023-06-23 08:47:09,306 - icews14_both - [INFO] - [E:400| 100]: Train Loss:0.0014885, Val MRR:0.45498, icews14_both
2023-06-23 08:48:12,454 - icews14_both - [INFO] - [E:400| 200]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 08:49:15,632 - icews14_both - [INFO] - [E:400| 300]: Train Loss:0.00149, Val MRR:0.45498, icews14_both
2023-06-23 08:50:18,800 - icews14_both - [INFO] - [E:400| 400]: Train Loss:0.00149, Val MRR:0.45498, icews14_both
2023-06-23 08:51:21,964 - icews14_both - [INFO] - [E:400| 500]: Train Loss:0.00149, Val MRR:0.45498, icews14_both
2023-06-23 08:52:25,107 - icews14_both - [INFO] - [E:400| 600]: Train Loss:0.00149, Val MRR:0.45498, icews14_both
2023-06-23 08:53:28,233 - icews14_both - [INFO] - [E:400| 700]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 08:54:31,359 - icews14_both - [INFO] - [E:400| 800]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 08:55:34,518 - icews14_both - [INFO] - [E:400| 900]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 08:56:18,920 - icews14_both - [INFO] - [Epoch:400]: Training Loss:0.00149
2023-06-23 08:56:19,134 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 08:56:32,817 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 08:56:46,314 - icews14_both - [INFO] - [Evaluating Epoch 400 valid]:
MRR: Tail : 0.47488, Head : 0.42444, Avg : 0.44966
2023-06-23 08:56:46,314 - icews14_both - [INFO] - [Epoch 400]: Training Loss: 0.0014902, Valid MRR: 0.45498,
2023-06-23 08:56:46,956 - icews14_both - [INFO] - [E:401| 0]: Train Loss:0.0014832, Val MRR:0.45498, icews14_both
2023-06-23 08:57:50,127 - icews14_both - [INFO] - [E:401| 100]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 08:58:53,313 - icews14_both - [INFO] - [E:401| 200]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 08:59:56,479 - icews14_both - [INFO] - [E:401| 300]: Train Loss:0.0014904, Val MRR:0.45498, icews14_both
2023-06-23 09:00:59,759 - icews14_both - [INFO] - [E:401| 400]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 09:02:03,057 - icews14_both - [INFO] - [E:401| 500]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both
2023-06-23 09:03:06,300 - icews14_both - [INFO] - [E:401| 600]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 09:04:09,419 - icews14_both - [INFO] - [E:401| 700]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 09:05:12,545 - icews14_both - [INFO] - [E:401| 800]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both
2023-06-23 09:06:15,668 - icews14_both - [INFO] - [E:401| 900]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both
2023-06-23 09:07:00,022 - icews14_both - [INFO] - [Epoch:401]: Training Loss:0.00149
2023-06-23 09:07:00,237 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 09:07:13,916 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 09:07:27,391 - icews14_both - [INFO] - [Evaluating Epoch 401 valid]:
MRR: Tail : 0.4739, Head : 0.42368, Avg : 0.44879
2023-06-23 09:07:27,392 - icews14_both - [INFO] - [Epoch 401]: Training Loss: 0.0014902, Valid MRR: 0.45498,
2023-06-23 09:07:28,032 - icews14_both - [INFO] - [E:402| 0]: Train Loss:0.0014923, Val MRR:0.45498, icews14_both
2023-06-23 09:08:31,177 - icews14_both - [INFO] - [E:402| 100]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 09:09:34,309 - icews14_both - [INFO] - [E:402| 200]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 09:10:37,450 - icews14_both - [INFO] - [E:402| 300]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both
2023-06-23 09:11:40,563 - icews14_both - [INFO] - [E:402| 400]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 09:12:43,665 - icews14_both - [INFO] - [E:402| 500]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 09:13:46,779 - icews14_both - [INFO] - [E:402| 600]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 09:14:49,893 - icews14_both - [INFO] - [E:402| 700]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 09:15:53,029 - icews14_both - [INFO] - [E:402| 800]: Train Loss:0.00149, Val MRR:0.45498, icews14_both
2023-06-23 09:16:56,187 - icews14_both - [INFO] - [E:402| 900]: Train Loss:0.00149, Val MRR:0.45498, icews14_both
2023-06-23 09:17:40,599 - icews14_both - [INFO] - [Epoch:402]: Training Loss:0.00149
2023-06-23 09:17:40,814 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 09:17:54,481 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 09:18:07,943 - icews14_both - [INFO] - [Evaluating Epoch 402 valid]:
MRR: Tail : 0.47693, Head : 0.42716, Avg : 0.45204
2023-06-23 09:18:07,943 - icews14_both - [INFO] - [Epoch 402]: Training Loss: 0.0014899, Valid MRR: 0.45498,
2023-06-23 09:18:08,590 - icews14_both - [INFO] - [E:403| 0]: Train Loss:0.0014811, Val MRR:0.45498, icews14_both
2023-06-23 09:19:11,790 - icews14_both - [INFO] - [E:403| 100]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-23 09:20:15,040 - icews14_both - [INFO] - [E:403| 200]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 09:21:18,290 - icews14_both - [INFO] - [E:403| 300]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 09:22:21,611 - icews14_both - [INFO] - [E:403| 400]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both
2023-06-23 09:23:24,766 - icews14_both - [INFO] - [E:403| 500]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 09:24:27,987 - icews14_both - [INFO] - [E:403| 600]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 09:25:31,298 - icews14_both - [INFO] - [E:403| 700]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 09:26:34,547 - icews14_both - [INFO] - [E:403| 800]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both
2023-06-23 09:27:37,827 - icews14_both - [INFO] - [E:403| 900]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 09:28:22,904 - icews14_both - [INFO] - [Epoch:403]: Training Loss:0.00149
2023-06-23 09:28:23,118 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 09:28:36,834 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 09:28:52,337 - icews14_both - [INFO] - [Evaluating Epoch 403 valid]:
MRR: Tail : 0.47857, Head : 0.42578, Avg : 0.45217
2023-06-23 09:28:52,337 - icews14_both - [INFO] - [Epoch 403]: Training Loss: 0.0014902, Valid MRR: 0.45498,
2023-06-23 09:28:52,986 - icews14_both - [INFO] - [E:404| 0]: Train Loss:0.0014997, Val MRR:0.45498, icews14_both
2023-06-23 09:29:57,687 - icews14_both - [INFO] - [E:404| 100]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 09:31:00,980 - icews14_both - [INFO] - [E:404| 200]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 09:32:04,272 - icews14_both - [INFO] - [E:404| 300]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-23 09:33:07,570 - icews14_both - [INFO] - [E:404| 400]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 09:34:10,824 - icews14_both - [INFO] - [E:404| 500]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 09:35:14,048 - icews14_both - [INFO] - [E:404| 600]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both
2023-06-23 09:36:17,299 - icews14_both - [INFO] - [E:404| 700]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both
2023-06-23 09:37:20,518 - icews14_both - [INFO] - [E:404| 800]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both
2023-06-23 09:38:23,754 - icews14_both - [INFO] - [E:404| 900]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 09:39:08,252 - icews14_both - [INFO] - [Epoch:404]: Training Loss:0.00149
2023-06-23 09:39:08,467 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 09:39:22,163 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 09:39:35,652 - icews14_both - [INFO] - [Evaluating Epoch 404 valid]:
MRR: Tail : 0.47827, Head : 0.42514, Avg : 0.4517
2023-06-23 09:39:35,652 - icews14_both - [INFO] - [Epoch 404]: Training Loss: 0.0014899, Valid MRR: 0.45498,
2023-06-23 09:39:36,298 - icews14_both - [INFO] - [E:405| 0]: Train Loss:0.0014888, Val MRR:0.45498, icews14_both
2023-06-23 09:40:39,541 - icews14_both - [INFO] - [E:405| 100]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both
2023-06-23 09:41:42,792 - icews14_both - [INFO] - [E:405| 200]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 09:42:46,052 - icews14_both - [INFO] - [E:405| 300]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-23 09:43:49,333 - icews14_both - [INFO] - [E:405| 400]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 09:44:52,600 - icews14_both - [INFO] - [E:405| 500]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 09:45:55,872 - icews14_both - [INFO] - [E:405| 600]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 09:46:59,139 - icews14_both - [INFO] - [E:405| 700]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both
2023-06-23 09:48:02,332 - icews14_both - [INFO] - [E:405| 800]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both
2023-06-23 09:49:05,509 - icews14_both - [INFO] - [E:405| 900]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both
2023-06-23 09:49:49,983 - icews14_both - [INFO] - [Epoch:405]: Training Loss:0.00149
2023-06-23 09:49:50,197 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 09:50:03,908 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 09:50:17,401 - icews14_both - [INFO] - [Evaluating Epoch 405 valid]:
MRR: Tail : 0.47699, Head : 0.42402, Avg : 0.4505
2023-06-23 09:50:17,401 - icews14_both - [INFO] - [Epoch 405]: Training Loss: 0.0014899, Valid MRR: 0.45498,
2023-06-23 09:50:18,047 - icews14_both - [INFO] - [E:406| 0]: Train Loss:0.0014989, Val MRR:0.45498, icews14_both
2023-06-23 09:51:21,315 - icews14_both - [INFO] - [E:406| 100]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 09:52:24,590 - icews14_both - [INFO] - [E:406| 200]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 09:53:27,864 - icews14_both - [INFO] - [E:406| 300]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 09:54:31,104 - icews14_both - [INFO] - [E:406| 400]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 09:55:34,278 - icews14_both - [INFO] - [E:406| 500]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 09:56:37,457 - icews14_both - [INFO] - [E:406| 600]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 09:57:40,623 - icews14_both - [INFO] - [E:406| 700]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 09:58:43,794 - icews14_both - [INFO] - [E:406| 800]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 09:59:47,671 - icews14_both - [INFO] - [E:406| 900]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 10:00:32,087 - icews14_both - [INFO] - [Epoch:406]: Training Loss:0.00149
2023-06-23 10:00:32,301 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 10:00:45,983 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 10:00:59,486 - icews14_both - [INFO] - [Evaluating Epoch 406 valid]:
MRR: Tail : 0.47793, Head : 0.42527, Avg : 0.4516
2023-06-23 10:00:59,486 - icews14_both - [INFO] - [Epoch 406]: Training Loss: 0.0014897, Valid MRR: 0.45498,
2023-06-23 10:01:00,134 - icews14_both - [INFO] - [E:407| 0]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 10:02:03,286 - icews14_both - [INFO] - [E:407| 100]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 10:03:06,444 - icews14_both - [INFO] - [E:407| 200]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 10:04:09,606 - icews14_both - [INFO] - [E:407| 300]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 10:05:12,782 - icews14_both - [INFO] - [E:407| 400]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 10:06:15,955 - icews14_both - [INFO] - [E:407| 500]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 10:07:19,135 - icews14_both - [INFO] - [E:407| 600]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 10:08:22,325 - icews14_both - [INFO] - [E:407| 700]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 10:09:25,566 - icews14_both - [INFO] - [E:407| 800]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 10:10:28,839 - icews14_both - [INFO] - [E:407| 900]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both
2023-06-23 10:11:13,340 - icews14_both - [INFO] - [Epoch:407]: Training Loss:0.00149
2023-06-23 10:11:13,555 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 10:11:27,252 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 10:11:40,728 - icews14_both - [INFO] - [Evaluating Epoch 407 valid]:
MRR: Tail : 0.47852, Head : 0.42615, Avg : 0.45233
2023-06-23 10:11:40,728 - icews14_both - [INFO] - [Epoch 407]: Training Loss: 0.0014897, Valid MRR: 0.45498,
2023-06-23 10:11:41,371 - icews14_both - [INFO] - [E:408| 0]: Train Loss:0.0014969, Val MRR:0.45498, icews14_both
2023-06-23 10:12:44,641 - icews14_both - [INFO] - [E:408| 100]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 10:13:47,909 - icews14_both - [INFO] - [E:408| 200]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both
2023-06-23 10:14:51,177 - icews14_both - [INFO] - [E:408| 300]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 10:15:54,442 - icews14_both - [INFO] - [E:408| 400]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both
2023-06-23 10:16:57,705 - icews14_both - [INFO] - [E:408| 500]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both
2023-06-23 10:18:00,947 - icews14_both - [INFO] - [E:408| 600]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 10:19:04,201 - icews14_both - [INFO] - [E:408| 700]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 10:20:07,453 - icews14_both - [INFO] - [E:408| 800]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 10:21:10,717 - icews14_both - [INFO] - [E:408| 900]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both
2023-06-23 10:21:55,205 - icews14_both - [INFO] - [Epoch:408]: Training Loss:0.00149
2023-06-23 10:21:55,420 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 10:22:09,127 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 10:22:22,609 - icews14_both - [INFO] - [Evaluating Epoch 408 valid]:
MRR: Tail : 0.48129, Head : 0.42693, Avg : 0.45411
2023-06-23 10:22:22,609 - icews14_both - [INFO] - [Epoch 408]: Training Loss: 0.0014897, Valid MRR: 0.45498,
2023-06-23 10:22:23,252 - icews14_both - [INFO] - [E:409| 0]: Train Loss:0.0015107, Val MRR:0.45498, icews14_both
2023-06-23 10:23:26,498 - icews14_both - [INFO] - [E:409| 100]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both
2023-06-23 10:24:29,777 - icews14_both - [INFO] - [E:409| 200]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 10:25:33,044 - icews14_both - [INFO] - [E:409| 300]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 10:26:36,287 - icews14_both - [INFO] - [E:409| 400]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 10:27:39,539 - icews14_both - [INFO] - [E:409| 500]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 10:28:42,802 - icews14_both - [INFO] - [E:409| 600]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 10:29:46,150 - icews14_both - [INFO] - [E:409| 700]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 10:30:49,442 - icews14_both - [INFO] - [E:409| 800]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-23 10:31:52,770 - icews14_both - [INFO] - [E:409| 900]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 10:32:37,302 - icews14_both - [INFO] - [Epoch:409]: Training Loss:0.001489
2023-06-23 10:32:37,518 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 10:32:51,220 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 10:33:04,709 - icews14_both - [INFO] - [Evaluating Epoch 409 valid]:
MRR: Tail : 0.47716, Head : 0.4283, Avg : 0.45273
MR: Tail : 597.6, Head : 665.62, Avg : 631.61
Hit-1: Tail : 0.39595, Head : 0.34822, Avg : 0.37209
Hit-3: Tail : 0.52179, Head : 0.46637, Avg : 0.49408
Hit-10: Tail : 0.62846, Head : 0.58098, Avg : 0.60472
2023-06-23 10:33:04,709 - icews14_both - [INFO] - [Epoch 409]: Training Loss: 0.0014895, Valid MRR: 0.45498,
2023-06-23 10:33:05,350 - icews14_both - [INFO] - [E:410| 0]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both
2023-06-23 10:34:08,573 - icews14_both - [INFO] - [E:410| 100]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 10:35:11,794 - icews14_both - [INFO] - [E:410| 200]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both
2023-06-23 10:36:14,974 - icews14_both - [INFO] - [E:410| 300]: Train Loss:0.0014898, Val MRR:0.45498, icews14_both
2023-06-23 10:37:18,204 - icews14_both - [INFO] - [E:410| 400]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 10:38:21,466 - icews14_both - [INFO] - [E:410| 500]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both
2023-06-23 10:39:24,666 - icews14_both - [INFO] - [E:410| 600]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 10:40:27,878 - icews14_both - [INFO] - [E:410| 700]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 10:41:31,061 - icews14_both - [INFO] - [E:410| 800]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 10:42:34,285 - icews14_both - [INFO] - [E:410| 900]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 10:43:18,770 - icews14_both - [INFO] - [Epoch:410]: Training Loss:0.00149
2023-06-23 10:43:18,984 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 10:43:32,684 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 10:43:46,156 - icews14_both - [INFO] - [Evaluating Epoch 410 valid]:
MRR: Tail : 0.47482, Head : 0.42392, Avg : 0.44937
2023-06-23 10:43:46,157 - icews14_both - [INFO] - [Epoch 410]: Training Loss: 0.0014896, Valid MRR: 0.45498,
2023-06-23 10:43:46,798 - icews14_both - [INFO] - [E:411| 0]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 10:44:50,035 - icews14_both - [INFO] - [E:411| 100]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 10:45:53,315 - icews14_both - [INFO] - [E:411| 200]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 10:46:56,540 - icews14_both - [INFO] - [E:411| 300]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-23 10:47:59,779 - icews14_both - [INFO] - [E:411| 400]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 10:49:03,011 - icews14_both - [INFO] - [E:411| 500]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 10:50:06,244 - icews14_both - [INFO] - [E:411| 600]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 10:51:09,496 - icews14_both - [INFO] - [E:411| 700]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 10:52:12,727 - icews14_both - [INFO] - [E:411| 800]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 10:53:16,069 - icews14_both - [INFO] - [E:411| 900]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 10:54:00,554 - icews14_both - [INFO] - [Epoch:411]: Training Loss:0.00149
2023-06-23 10:54:00,770 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 10:54:14,468 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 10:54:27,951 - icews14_both - [INFO] - [Evaluating Epoch 411 valid]:
MRR: Tail : 0.47884, Head : 0.42898, Avg : 0.45391
2023-06-23 10:54:27,951 - icews14_both - [INFO] - [Epoch 411]: Training Loss: 0.0014896, Valid MRR: 0.45498,
2023-06-23 10:54:28,593 - icews14_both - [INFO] - [E:412| 0]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 10:55:31,849 - icews14_both - [INFO] - [E:412| 100]: Train Loss:0.0014903, Val MRR:0.45498, icews14_both
2023-06-23 10:56:35,082 - icews14_both - [INFO] - [E:412| 200]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 10:57:38,329 - icews14_both - [INFO] - [E:412| 300]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 10:58:41,976 - icews14_both - [INFO] - [E:412| 400]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 10:59:45,223 - icews14_both - [INFO] - [E:412| 500]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 11:00:48,481 - icews14_both - [INFO] - [E:412| 600]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-23 11:01:51,756 - icews14_both - [INFO] - [E:412| 700]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-23 11:02:54,990 - icews14_both - [INFO] - [E:412| 800]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-23 11:03:58,234 - icews14_both - [INFO] - [E:412| 900]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 11:04:42,693 - icews14_both - [INFO] - [Epoch:412]: Training Loss:0.001489
2023-06-23 11:04:42,907 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 11:04:56,582 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 11:05:10,042 - icews14_both - [INFO] - [Evaluating Epoch 412 valid]:
MRR: Tail : 0.47586, Head : 0.42619, Avg : 0.45103
2023-06-23 11:05:10,042 - icews14_both - [INFO] - [Epoch 412]: Training Loss: 0.0014895, Valid MRR: 0.45498,
2023-06-23 11:05:10,687 - icews14_both - [INFO] - [E:413| 0]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both
2023-06-23 11:06:13,908 - icews14_both - [INFO] - [E:413| 100]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 11:07:18,094 - icews14_both - [INFO] - [E:413| 200]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 11:08:21,282 - icews14_both - [INFO] - [E:413| 300]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 11:09:24,477 - icews14_both - [INFO] - [E:413| 400]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both
2023-06-23 11:10:27,652 - icews14_both - [INFO] - [E:413| 500]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 11:11:30,835 - icews14_both - [INFO] - [E:413| 600]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-23 11:12:34,013 - icews14_both - [INFO] - [E:413| 700]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-23 11:13:37,192 - icews14_both - [INFO] - [E:413| 800]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 11:14:40,361 - icews14_both - [INFO] - [E:413| 900]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 11:15:24,784 - icews14_both - [INFO] - [Epoch:413]: Training Loss:0.001489
2023-06-23 11:15:24,998 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 11:15:38,662 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 11:15:52,119 - icews14_both - [INFO] - [Evaluating Epoch 413 valid]:
MRR: Tail : 0.47491, Head : 0.4238, Avg : 0.44935
2023-06-23 11:15:52,119 - icews14_both - [INFO] - [Epoch 413]: Training Loss: 0.0014895, Valid MRR: 0.45498,
2023-06-23 11:15:52,762 - icews14_both - [INFO] - [E:414| 0]: Train Loss:0.0014934, Val MRR:0.45498, icews14_both
2023-06-23 11:16:55,886 - icews14_both - [INFO] - [E:414| 100]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both
2023-06-23 11:17:59,032 - icews14_both - [INFO] - [E:414| 200]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 11:19:02,160 - icews14_both - [INFO] - [E:414| 300]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 11:20:05,299 - icews14_both - [INFO] - [E:414| 400]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-23 11:21:08,466 - icews14_both - [INFO] - [E:414| 500]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-23 11:22:11,585 - icews14_both - [INFO] - [E:414| 600]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 11:23:14,679 - icews14_both - [INFO] - [E:414| 700]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 11:24:17,713 - icews14_both - [INFO] - [E:414| 800]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 11:25:20,710 - icews14_both - [INFO] - [E:414| 900]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 11:26:05,000 - icews14_both - [INFO] - [Epoch:414]: Training Loss:0.001489
2023-06-23 11:26:05,213 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 11:26:18,850 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 11:26:32,282 - icews14_both - [INFO] - [Evaluating Epoch 414 valid]:
MRR: Tail : 0.47623, Head : 0.4259, Avg : 0.45106
2023-06-23 11:26:32,282 - icews14_both - [INFO] - [Epoch 414]: Training Loss: 0.0014894, Valid MRR: 0.45498,
2023-06-23 11:26:32,921 - icews14_both - [INFO] - [E:415| 0]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both
2023-06-23 11:27:35,911 - icews14_both - [INFO] - [E:415| 100]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both
2023-06-23 11:28:38,888 - icews14_both - [INFO] - [E:415| 200]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 11:29:41,868 - icews14_both - [INFO] - [E:415| 300]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 11:30:44,851 - icews14_both - [INFO] - [E:415| 400]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 11:31:47,835 - icews14_both - [INFO] - [E:415| 500]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 11:32:50,806 - icews14_both - [INFO] - [E:415| 600]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 11:33:53,792 - icews14_both - [INFO] - [E:415| 700]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 11:34:56,782 - icews14_both - [INFO] - [E:415| 800]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 11:35:59,746 - icews14_both - [INFO] - [E:415| 900]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 11:36:44,018 - icews14_both - [INFO] - [Epoch:415]: Training Loss:0.001489
2023-06-23 11:36:44,233 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 11:36:57,930 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 11:37:11,368 - icews14_both - [INFO] - [Evaluating Epoch 415 valid]:
MRR: Tail : 0.47394, Head : 0.42345, Avg : 0.4487
2023-06-23 11:37:11,369 - icews14_both - [INFO] - [Epoch 415]: Training Loss: 0.0014892, Valid MRR: 0.45498,
2023-06-23 11:37:12,015 - icews14_both - [INFO] - [E:416| 0]: Train Loss:0.0014956, Val MRR:0.45498, icews14_both
2023-06-23 11:38:14,975 - icews14_both - [INFO] - [E:416| 100]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 11:39:17,939 - icews14_both - [INFO] - [E:416| 200]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both
2023-06-23 11:40:20,890 - icews14_both - [INFO] - [E:416| 300]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 11:41:23,872 - icews14_both - [INFO] - [E:416| 400]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 11:42:26,850 - icews14_both - [INFO] - [E:416| 500]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 11:43:29,824 - icews14_both - [INFO] - [E:416| 600]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 11:44:32,793 - icews14_both - [INFO] - [E:416| 700]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 11:45:35,751 - icews14_both - [INFO] - [E:416| 800]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 11:46:38,714 - icews14_both - [INFO] - [E:416| 900]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 11:47:22,987 - icews14_both - [INFO] - [Epoch:416]: Training Loss:0.001489
2023-06-23 11:47:23,201 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 11:47:36,834 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 11:47:50,281 - icews14_both - [INFO] - [Evaluating Epoch 416 valid]:
MRR: Tail : 0.47664, Head : 0.42863, Avg : 0.45263
2023-06-23 11:47:50,281 - icews14_both - [INFO] - [Epoch 416]: Training Loss: 0.0014894, Valid MRR: 0.45498,
2023-06-23 11:47:50,923 - icews14_both - [INFO] - [E:417| 0]: Train Loss:0.0014815, Val MRR:0.45498, icews14_both
2023-06-23 11:48:53,903 - icews14_both - [INFO] - [E:417| 100]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both
2023-06-23 11:49:56,891 - icews14_both - [INFO] - [E:417| 200]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 11:50:59,974 - icews14_both - [INFO] - [E:417| 300]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 11:52:03,037 - icews14_both - [INFO] - [E:417| 400]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 11:53:06,091 - icews14_both - [INFO] - [E:417| 500]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 11:54:09,160 - icews14_both - [INFO] - [E:417| 600]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 11:55:12,209 - icews14_both - [INFO] - [E:417| 700]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-23 11:56:15,271 - icews14_both - [INFO] - [E:417| 800]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-23 11:57:18,281 - icews14_both - [INFO] - [E:417| 900]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 11:58:02,589 - icews14_both - [INFO] - [Epoch:417]: Training Loss:0.001489
2023-06-23 11:58:02,803 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 11:58:16,454 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 11:58:29,905 - icews14_both - [INFO] - [Evaluating Epoch 417 valid]:
MRR: Tail : 0.47412, Head : 0.42399, Avg : 0.44906
2023-06-23 11:58:29,905 - icews14_both - [INFO] - [Epoch 417]: Training Loss: 0.0014892, Valid MRR: 0.45498,
2023-06-23 11:58:30,551 - icews14_both - [INFO] - [E:418| 0]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 11:59:33,549 - icews14_both - [INFO] - [E:418| 100]: Train Loss:0.0014885, Val MRR:0.45498, icews14_both
2023-06-23 12:00:36,587 - icews14_both - [INFO] - [E:418| 200]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 12:01:39,593 - icews14_both - [INFO] - [E:418| 300]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 12:02:42,618 - icews14_both - [INFO] - [E:418| 400]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 12:03:45,620 - icews14_both - [INFO] - [E:418| 500]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 12:04:48,629 - icews14_both - [INFO] - [E:418| 600]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 12:05:51,629 - icews14_both - [INFO] - [E:418| 700]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 12:06:54,647 - icews14_both - [INFO] - [E:418| 800]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 12:07:57,685 - icews14_both - [INFO] - [E:418| 900]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 12:08:41,996 - icews14_both - [INFO] - [Epoch:418]: Training Loss:0.001489
2023-06-23 12:08:42,210 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 12:08:55,865 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 12:09:09,307 - icews14_both - [INFO] - [Evaluating Epoch 418 valid]:
MRR: Tail : 0.47569, Head : 0.42768, Avg : 0.45169
2023-06-23 12:09:09,307 - icews14_both - [INFO] - [Epoch 418]: Training Loss: 0.0014891, Valid MRR: 0.45498,
2023-06-23 12:09:09,952 - icews14_both - [INFO] - [E:419| 0]: Train Loss:0.001485, Val MRR:0.45498, icews14_both
2023-06-23 12:10:12,990 - icews14_both - [INFO] - [E:419| 100]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 12:11:16,012 - icews14_both - [INFO] - [E:419| 200]: Train Loss:0.0014888, Val MRR:0.45498, icews14_both
2023-06-23 12:12:19,008 - icews14_both - [INFO] - [E:419| 300]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 12:13:22,015 - icews14_both - [INFO] - [E:419| 400]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 12:14:25,034 - icews14_both - [INFO] - [E:419| 500]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 12:15:28,049 - icews14_both - [INFO] - [E:419| 600]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-23 12:16:31,042 - icews14_both - [INFO] - [E:419| 700]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 12:17:33,977 - icews14_both - [INFO] - [E:419| 800]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 12:18:36,915 - icews14_both - [INFO] - [E:419| 900]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 12:19:21,156 - icews14_both - [INFO] - [Epoch:419]: Training Loss:0.001489
2023-06-23 12:19:21,369 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 12:19:35,008 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 12:19:48,444 - icews14_both - [INFO] - [Evaluating Epoch 419 valid]:
MRR: Tail : 0.476, Head : 0.42701, Avg : 0.45151
MR: Tail : 581.59, Head : 660.74, Avg : 621.16
Hit-1: Tail : 0.39631, Head : 0.34932, Avg : 0.37282
Hit-3: Tail : 0.51898, Head : 0.46308, Avg : 0.49103
Hit-10: Tail : 0.62138, Head : 0.57696, Avg : 0.59917
2023-06-23 12:19:48,444 - icews14_both - [INFO] - [Epoch 419]: Training Loss: 0.0014891, Valid MRR: 0.45498,
2023-06-23 12:19:49,088 - icews14_both - [INFO] - [E:420| 0]: Train Loss:0.0014927, Val MRR:0.45498, icews14_both
2023-06-23 12:20:52,086 - icews14_both - [INFO] - [E:420| 100]: Train Loss:0.0014899, Val MRR:0.45498, icews14_both
2023-06-23 12:21:55,177 - icews14_both - [INFO] - [E:420| 200]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-23 12:22:58,157 - icews14_both - [INFO] - [E:420| 300]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 12:24:01,146 - icews14_both - [INFO] - [E:420| 400]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 12:25:04,118 - icews14_both - [INFO] - [E:420| 500]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 12:26:07,097 - icews14_both - [INFO] - [E:420| 600]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 12:27:10,083 - icews14_both - [INFO] - [E:420| 700]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 12:28:13,067 - icews14_both - [INFO] - [E:420| 800]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 12:29:16,049 - icews14_both - [INFO] - [E:420| 900]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 12:30:00,352 - icews14_both - [INFO] - [Epoch:420]: Training Loss:0.001489
2023-06-23 12:30:00,566 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 12:30:14,194 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 12:30:27,610 - icews14_both - [INFO] - [Evaluating Epoch 420 valid]:
MRR: Tail : 0.47543, Head : 0.42782, Avg : 0.45163
2023-06-23 12:30:27,610 - icews14_both - [INFO] - [Epoch 420]: Training Loss: 0.0014891, Valid MRR: 0.45498,
2023-06-23 12:30:28,248 - icews14_both - [INFO] - [E:421| 0]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both
2023-06-23 12:31:31,239 - icews14_both - [INFO] - [E:421| 100]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both
2023-06-23 12:32:34,236 - icews14_both - [INFO] - [E:421| 200]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 12:33:37,220 - icews14_both - [INFO] - [E:421| 300]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 12:34:40,210 - icews14_both - [INFO] - [E:421| 400]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 12:35:43,184 - icews14_both - [INFO] - [E:421| 500]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 12:36:46,153 - icews14_both - [INFO] - [E:421| 600]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 12:37:49,148 - icews14_both - [INFO] - [E:421| 700]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 12:38:52,114 - icews14_both - [INFO] - [E:421| 800]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 12:39:55,102 - icews14_both - [INFO] - [E:421| 900]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 12:40:39,376 - icews14_both - [INFO] - [Epoch:421]: Training Loss:0.001489
2023-06-23 12:40:39,590 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 12:40:53,234 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 12:41:06,659 - icews14_both - [INFO] - [Evaluating Epoch 421 valid]:
MRR: Tail : 0.47749, Head : 0.43022, Avg : 0.45386
2023-06-23 12:41:06,659 - icews14_both - [INFO] - [Epoch 421]: Training Loss: 0.0014891, Valid MRR: 0.45498,
2023-06-23 12:41:07,302 - icews14_both - [INFO] - [E:422| 0]: Train Loss:0.0015, Val MRR:0.45498, icews14_both
2023-06-23 12:42:10,290 - icews14_both - [INFO] - [E:422| 100]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 12:43:13,263 - icews14_both - [INFO] - [E:422| 200]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-23 12:44:16,215 - icews14_both - [INFO] - [E:422| 300]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 12:45:19,167 - icews14_both - [INFO] - [E:422| 400]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 12:46:22,117 - icews14_both - [INFO] - [E:422| 500]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 12:47:25,083 - icews14_both - [INFO] - [E:422| 600]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 12:48:28,006 - icews14_both - [INFO] - [E:422| 700]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 12:49:30,925 - icews14_both - [INFO] - [E:422| 800]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both
2023-06-23 12:50:33,866 - icews14_both - [INFO] - [E:422| 900]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 12:51:18,137 - icews14_both - [INFO] - [Epoch:422]: Training Loss:0.001489
2023-06-23 12:51:18,350 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 12:51:31,985 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 12:51:45,398 - icews14_both - [INFO] - [Evaluating Epoch 422 valid]:
MRR: Tail : 0.47243, Head : 0.42424, Avg : 0.44833
2023-06-23 12:51:45,398 - icews14_both - [INFO] - [Epoch 422]: Training Loss: 0.001489, Valid MRR: 0.45498,
2023-06-23 12:51:46,040 - icews14_both - [INFO] - [E:423| 0]: Train Loss:0.0015039, Val MRR:0.45498, icews14_both
2023-06-23 12:52:48,991 - icews14_both - [INFO] - [E:423| 100]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 12:53:51,928 - icews14_both - [INFO] - [E:423| 200]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 12:54:54,873 - icews14_both - [INFO] - [E:423| 300]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 12:55:57,825 - icews14_both - [INFO] - [E:423| 400]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 12:57:00,777 - icews14_both - [INFO] - [E:423| 500]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both
2023-06-23 12:58:03,750 - icews14_both - [INFO] - [E:423| 600]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 12:59:06,731 - icews14_both - [INFO] - [E:423| 700]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 13:00:09,710 - icews14_both - [INFO] - [E:423| 800]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 13:01:12,693 - icews14_both - [INFO] - [E:423| 900]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both
2023-06-23 13:01:56,995 - icews14_both - [INFO] - [Epoch:423]: Training Loss:0.001489
2023-06-23 13:01:57,210 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 13:02:10,857 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 13:02:24,295 - icews14_both - [INFO] - [Evaluating Epoch 423 valid]:
MRR: Tail : 0.47441, Head : 0.42369, Avg : 0.44905
2023-06-23 13:02:24,295 - icews14_both - [INFO] - [Epoch 423]: Training Loss: 0.001489, Valid MRR: 0.45498,
2023-06-23 13:02:24,936 - icews14_both - [INFO] - [E:424| 0]: Train Loss:0.0014999, Val MRR:0.45498, icews14_both
2023-06-23 13:03:27,996 - icews14_both - [INFO] - [E:424| 100]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 13:04:31,067 - icews14_both - [INFO] - [E:424| 200]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both
2023-06-23 13:05:34,147 - icews14_both - [INFO] - [E:424| 300]: Train Loss:0.0014885, Val MRR:0.45498, icews14_both
2023-06-23 13:06:37,228 - icews14_both - [INFO] - [E:424| 400]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both
2023-06-23 13:07:40,261 - icews14_both - [INFO] - [E:424| 500]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both
2023-06-23 13:08:43,322 - icews14_both - [INFO] - [E:424| 600]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 13:09:46,380 - icews14_both - [INFO] - [E:424| 700]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 13:10:49,452 - icews14_both - [INFO] - [E:424| 800]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 13:11:52,525 - icews14_both - [INFO] - [E:424| 900]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 13:12:36,885 - icews14_both - [INFO] - [Epoch:424]: Training Loss:0.001489
2023-06-23 13:12:37,099 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 13:12:50,744 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 13:13:04,165 - icews14_both - [INFO] - [Evaluating Epoch 424 valid]:
MRR: Tail : 0.47211, Head : 0.42621, Avg : 0.44916
2023-06-23 13:13:04,165 - icews14_both - [INFO] - [Epoch 424]: Training Loss: 0.0014888, Valid MRR: 0.45498,
2023-06-23 13:13:04,806 - icews14_both - [INFO] - [E:425| 0]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both
2023-06-23 13:14:07,778 - icews14_both - [INFO] - [E:425| 100]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both
2023-06-23 13:15:10,766 - icews14_both - [INFO] - [E:425| 200]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 13:16:13,775 - icews14_both - [INFO] - [E:425| 300]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 13:17:16,760 - icews14_both - [INFO] - [E:425| 400]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 13:18:19,739 - icews14_both - [INFO] - [E:425| 500]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 13:19:22,733 - icews14_both - [INFO] - [E:425| 600]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 13:20:25,718 - icews14_both - [INFO] - [E:425| 700]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 13:21:28,722 - icews14_both - [INFO] - [E:425| 800]: Train Loss:0.001489, Val MRR:0.45498, icews14_both
2023-06-23 13:22:31,722 - icews14_both - [INFO] - [E:425| 900]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both
2023-06-23 13:23:16,014 - icews14_both - [INFO] - [Epoch:425]: Training Loss:0.001489
2023-06-23 13:23:16,229 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 13:23:29,884 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 13:23:43,316 - icews14_both - [INFO] - [Evaluating Epoch 425 valid]:
MRR: Tail : 0.47191, Head : 0.42382, Avg : 0.44787
2023-06-23 13:23:43,316 - icews14_both - [INFO] - [Epoch 425]: Training Loss: 0.001489, Valid MRR: 0.45498,
2023-06-23 13:23:43,956 - icews14_both - [INFO] - [E:426| 0]: Train Loss:0.0015039, Val MRR:0.45498, icews14_both
2023-06-23 13:24:46,953 - icews14_both - [INFO] - [E:426| 100]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both
2023-06-23 13:25:49,941 - icews14_both - [INFO] - [E:426| 200]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both
2023-06-23 13:26:52,947 - icews14_both - [INFO] - [E:426| 300]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 13:27:55,945 - icews14_both - [INFO] - [E:426| 400]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 13:28:58,924 - icews14_both - [INFO] - [E:426| 500]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both
2023-06-23 13:30:01,927 - icews14_both - [INFO] - [E:426| 600]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both
2023-06-23 13:31:04,910 - icews14_both - [INFO] - [E:426| 700]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both
2023-06-23 13:32:07,880 - icews14_both - [INFO] - [E:426| 800]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 13:33:10,874 - icews14_both - [INFO] - [E:426| 900]: Train Loss:0.0014888, Val MRR:0.45498, icews14_both
2023-06-23 13:33:55,210 - icews14_both - [INFO] - [Epoch:426]: Training Loss:0.001489
2023-06-23 13:33:55,423 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 13:34:09,064 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 13:34:22,496 - icews14_both - [INFO] - [Evaluating Epoch 426 valid]:
MRR: Tail : 0.47556, Head : 0.42669, Avg : 0.45113
2023-06-23 13:34:22,497 - icews14_both - [INFO] - [Epoch 426]: Training Loss: 0.0014888, Valid MRR: 0.45498,
2023-06-23 13:34:23,139 - icews14_both - [INFO] - [E:427| 0]: Train Loss:0.0014962, Val MRR:0.45498, icews14_both
2023-06-23 13:35:26,173 - icews14_both - [INFO] - [E:427| 100]: Train Loss:0.0014894, Val MRR:0.45498, icews14_both
2023-06-23 13:36:29,193 - icews14_both - [INFO] - [E:427| 200]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 13:37:32,218 - icews14_both - [INFO] - [E:427| 300]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both
2023-06-23 13:38:35,218 - icews14_both - [INFO] - [E:427| 400]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both
2023-06-23 13:39:38,242 - icews14_both - [INFO] - [E:427| 500]: Train Loss:0.0014889, Val MRR:0.45498, icews14_both
2023-06-23 13:40:41,244 - icews14_both - [INFO] - [E:427| 600]: Train Loss:0.0014888, Val MRR:0.45498, icews14_both
2023-06-23 13:41:44,276 - icews14_both - [INFO] - [E:427| 700]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 13:42:47,284 - icews14_both - [INFO] - [E:427| 800]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both
2023-06-23 13:43:50,300 - icews14_both - [INFO] - [E:427| 900]: Train Loss:0.0014888, Val MRR:0.45498, icews14_both
2023-06-23 13:44:34,608 - icews14_both - [INFO] - [Epoch:427]: Training Loss:0.001489
2023-06-23 13:44:34,822 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 13:44:48,483 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 13:45:01,918 - icews14_both - [INFO] - [Evaluating Epoch 427 valid]:
MRR: Tail : 0.47643, Head : 0.43046, Avg : 0.45345
2023-06-23 13:45:01,918 - icews14_both - [INFO] - [Epoch 427]: Training Loss: 0.0014888, Valid MRR: 0.45498,
2023-06-23 13:45:02,558 - icews14_both - [INFO] - [E:428| 0]: Train Loss:0.0014849, Val MRR:0.45498, icews14_both
2023-06-23 13:46:05,607 - icews14_both - [INFO] - [E:428| 100]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 13:47:08,631 - icews14_both - [INFO] - [E:428| 200]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both
2023-06-23 13:48:11,659 - icews14_both - [INFO] - [E:428| 300]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 13:49:14,683 - icews14_both - [INFO] - [E:428| 400]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 13:50:17,716 - icews14_both - [INFO] - [E:428| 500]: Train Loss:0.001488, Val MRR:0.45498, icews14_both
2023-06-23 13:51:20,713 - icews14_both - [INFO] - [E:428| 600]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 13:52:23,728 - icews14_both - [INFO] - [E:428| 700]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 13:53:26,719 - icews14_both - [INFO] - [E:428| 800]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 13:54:29,683 - icews14_both - [INFO] - [E:428| 900]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 13:55:13,957 - icews14_both - [INFO] - [Epoch:428]: Training Loss:0.001489
2023-06-23 13:55:14,170 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 13:55:27,803 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 13:55:41,230 - icews14_both - [INFO] - [Evaluating Epoch 428 valid]:
MRR: Tail : 0.47872, Head : 0.4238, Avg : 0.45126
2023-06-23 13:55:41,230 - icews14_both - [INFO] - [Epoch 428]: Training Loss: 0.0014887, Valid MRR: 0.45498,
2023-06-23 13:55:41,873 - icews14_both - [INFO] - [E:429| 0]: Train Loss:0.0014792, Val MRR:0.45498, icews14_both
2023-06-23 13:56:44,873 - icews14_both - [INFO] - [E:429| 100]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 13:57:47,876 - icews14_both - [INFO] - [E:429| 200]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 13:58:50,875 - icews14_both - [INFO] - [E:429| 300]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 13:59:53,884 - icews14_both - [INFO] - [E:429| 400]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 14:00:56,900 - icews14_both - [INFO] - [E:429| 500]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 14:01:59,918 - icews14_both - [INFO] - [E:429| 600]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 14:03:02,946 - icews14_both - [INFO] - [E:429| 700]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both
2023-06-23 14:04:05,936 - icews14_both - [INFO] - [E:429| 800]: Train Loss:0.0014885, Val MRR:0.45498, icews14_both
2023-06-23 14:05:08,913 - icews14_both - [INFO] - [E:429| 900]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both
2023-06-23 14:05:53,235 - icews14_both - [INFO] - [Epoch:429]: Training Loss:0.001489
2023-06-23 14:05:53,449 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 14:06:07,102 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 14:06:20,533 - icews14_both - [INFO] - [Evaluating Epoch 429 valid]:
MRR: Tail : 0.47785, Head : 0.42552, Avg : 0.45169
MR: Tail : 597.33, Head : 663.58, Avg : 630.46
Hit-1: Tail : 0.39961, Head : 0.34639, Avg : 0.373
Hit-3: Tail : 0.5202, Head : 0.46125, Avg : 0.49072
Hit-10: Tail : 0.62419, Head : 0.57513, Avg : 0.59966
2023-06-23 14:06:20,533 - icews14_both - [INFO] - [Epoch 429]: Training Loss: 0.0014886, Valid MRR: 0.45498,
2023-06-23 14:06:21,176 - icews14_both - [INFO] - [E:430| 0]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both
2023-06-23 14:07:24,193 - icews14_both - [INFO] - [E:430| 100]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both
2023-06-23 14:08:27,203 - icews14_both - [INFO] - [E:430| 200]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both
2023-06-23 14:09:30,210 - icews14_both - [INFO] - [E:430| 300]: Train Loss:0.0014885, Val MRR:0.45498, icews14_both
2023-06-23 14:10:33,228 - icews14_both - [INFO] - [E:430| 400]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 14:11:36,245 - icews14_both - [INFO] - [E:430| 500]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 14:12:39,268 - icews14_both - [INFO] - [E:430| 600]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 14:13:42,263 - icews14_both - [INFO] - [E:430| 700]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both
2023-06-23 14:14:45,277 - icews14_both - [INFO] - [E:430| 800]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both
2023-06-23 14:15:48,312 - icews14_both - [INFO] - [E:430| 900]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 14:16:32,630 - icews14_both - [INFO] - [Epoch:430]: Training Loss:0.001489
2023-06-23 14:16:32,843 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 14:16:46,495 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 14:16:59,928 - icews14_both - [INFO] - [Evaluating Epoch 430 valid]:
MRR: Tail : 0.47213, Head : 0.42518, Avg : 0.44866
2023-06-23 14:16:59,928 - icews14_both - [INFO] - [Epoch 430]: Training Loss: 0.0014887, Valid MRR: 0.45498,
2023-06-23 14:17:00,566 - icews14_both - [INFO] - [E:431| 0]: Train Loss:0.0014924, Val MRR:0.45498, icews14_both
2023-06-23 14:18:03,631 - icews14_both - [INFO] - [E:431| 100]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 14:19:06,714 - icews14_both - [INFO] - [E:431| 200]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 14:20:09,762 - icews14_both - [INFO] - [E:431| 300]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-23 14:21:12,817 - icews14_both - [INFO] - [E:431| 400]: Train Loss:0.0014888, Val MRR:0.45498, icews14_both
2023-06-23 14:22:15,862 - icews14_both - [INFO] - [E:431| 500]: Train Loss:0.0014885, Val MRR:0.45498, icews14_both
2023-06-23 14:23:18,895 - icews14_both - [INFO] - [E:431| 600]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 14:24:21,949 - icews14_both - [INFO] - [E:431| 700]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both
2023-06-23 14:25:25,002 - icews14_both - [INFO] - [E:431| 800]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both
2023-06-23 14:26:28,031 - icews14_both - [INFO] - [E:431| 900]: Train Loss:0.0014886, Val MRR:0.45498, icews14_both
2023-06-23 14:27:12,351 - icews14_both - [INFO] - [Epoch:431]: Training Loss:0.001489
2023-06-23 14:27:12,565 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 14:27:26,212 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 14:27:39,640 - icews14_both - [INFO] - [Evaluating Epoch 431 valid]:
MRR: Tail : 0.4739, Head : 0.4261, Avg : 0.45
2023-06-23 14:27:39,640 - icews14_both - [INFO] - [Epoch 431]: Training Loss: 0.0014886, Valid MRR: 0.45498,
2023-06-23 14:27:40,282 - icews14_both - [INFO] - [E:432| 0]: Train Loss:0.0014902, Val MRR:0.45498, icews14_both
2023-06-23 14:28:43,365 - icews14_both - [INFO] - [E:432| 100]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 14:29:46,416 - icews14_both - [INFO] - [E:432| 200]: Train Loss:0.001488, Val MRR:0.45498, icews14_both
2023-06-23 14:30:49,474 - icews14_both - [INFO] - [E:432| 300]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 14:31:52,532 - icews14_both - [INFO] - [E:432| 400]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 14:32:55,583 - icews14_both - [INFO] - [E:432| 500]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 14:33:58,634 - icews14_both - [INFO] - [E:432| 600]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 14:35:01,672 - icews14_both - [INFO] - [E:432| 700]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both
2023-06-23 14:36:04,718 - icews14_both - [INFO] - [E:432| 800]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both
2023-06-23 14:37:07,752 - icews14_both - [INFO] - [E:432| 900]: Train Loss:0.0014885, Val MRR:0.45498, icews14_both
2023-06-23 14:37:52,073 - icews14_both - [INFO] - [Epoch:432]: Training Loss:0.001489
2023-06-23 14:37:52,287 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 14:38:05,932 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 14:38:19,357 - icews14_both - [INFO] - [Evaluating Epoch 432 valid]:
MRR: Tail : 0.47429, Head : 0.42433, Avg : 0.44931
2023-06-23 14:38:19,357 - icews14_both - [INFO] - [Epoch 432]: Training Loss: 0.0014886, Valid MRR: 0.45498,
2023-06-23 14:38:20,001 - icews14_both - [INFO] - [E:433| 0]: Train Loss:0.0014789, Val MRR:0.45498, icews14_both
2023-06-23 14:39:23,072 - icews14_both - [INFO] - [E:433| 100]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 14:40:26,155 - icews14_both - [INFO] - [E:433| 200]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 14:41:29,215 - icews14_both - [INFO] - [E:433| 300]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both
2023-06-23 14:42:32,251 - icews14_both - [INFO] - [E:433| 400]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both
2023-06-23 14:43:35,299 - icews14_both - [INFO] - [E:433| 500]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 14:44:38,362 - icews14_both - [INFO] - [E:433| 600]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 14:45:41,434 - icews14_both - [INFO] - [E:433| 700]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both
2023-06-23 14:46:44,479 - icews14_both - [INFO] - [E:433| 800]: Train Loss:0.0014885, Val MRR:0.45498, icews14_both
2023-06-23 14:47:47,546 - icews14_both - [INFO] - [E:433| 900]: Train Loss:0.0014885, Val MRR:0.45498, icews14_both
2023-06-23 14:48:31,865 - icews14_both - [INFO] - [Epoch:433]: Training Loss:0.001488
2023-06-23 14:48:32,079 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 14:48:45,724 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 14:48:59,149 - icews14_both - [INFO] - [Evaluating Epoch 433 valid]:
MRR: Tail : 0.476, Head : 0.42584, Avg : 0.45092
2023-06-23 14:48:59,149 - icews14_both - [INFO] - [Epoch 433]: Training Loss: 0.0014885, Valid MRR: 0.45498,
2023-06-23 14:48:59,789 - icews14_both - [INFO] - [E:434| 0]: Train Loss:0.0014855, Val MRR:0.45498, icews14_both
2023-06-23 14:50:02,845 - icews14_both - [INFO] - [E:434| 100]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both
2023-06-23 14:51:05,892 - icews14_both - [INFO] - [E:434| 200]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 14:52:08,938 - icews14_both - [INFO] - [E:434| 300]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 14:53:12,009 - icews14_both - [INFO] - [E:434| 400]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 14:54:15,075 - icews14_both - [INFO] - [E:434| 500]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 14:55:18,114 - icews14_both - [INFO] - [E:434| 600]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both
2023-06-23 14:56:21,155 - icews14_both - [INFO] - [E:434| 700]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 14:57:24,200 - icews14_both - [INFO] - [E:434| 800]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both
2023-06-23 14:58:27,257 - icews14_both - [INFO] - [E:434| 900]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both
2023-06-23 14:59:11,610 - icews14_both - [INFO] - [Epoch:434]: Training Loss:0.001489
2023-06-23 14:59:11,823 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 14:59:25,476 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 14:59:38,920 - icews14_both - [INFO] - [Evaluating Epoch 434 valid]:
MRR: Tail : 0.47375, Head : 0.42321, Avg : 0.44848
2023-06-23 14:59:38,920 - icews14_both - [INFO] - [Epoch 434]: Training Loss: 0.0014885, Valid MRR: 0.45498,
2023-06-23 14:59:39,560 - icews14_both - [INFO] - [E:435| 0]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-23 15:00:42,592 - icews14_both - [INFO] - [E:435| 100]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 15:01:45,646 - icews14_both - [INFO] - [E:435| 200]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 15:02:48,702 - icews14_both - [INFO] - [E:435| 300]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both
2023-06-23 15:03:51,760 - icews14_both - [INFO] - [E:435| 400]: Train Loss:0.001488, Val MRR:0.45498, icews14_both
2023-06-23 15:04:54,802 - icews14_both - [INFO] - [E:435| 500]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 15:05:57,863 - icews14_both - [INFO] - [E:435| 600]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 15:07:00,932 - icews14_both - [INFO] - [E:435| 700]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 15:08:03,983 - icews14_both - [INFO] - [E:435| 800]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 15:09:07,031 - icews14_both - [INFO] - [E:435| 900]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 15:09:51,373 - icews14_both - [INFO] - [Epoch:435]: Training Loss:0.001488
2023-06-23 15:09:51,586 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 15:10:05,234 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 15:10:18,672 - icews14_both - [INFO] - [Evaluating Epoch 435 valid]:
MRR: Tail : 0.47444, Head : 0.42333, Avg : 0.44888
2023-06-23 15:10:18,672 - icews14_both - [INFO] - [Epoch 435]: Training Loss: 0.0014884, Valid MRR: 0.45498,
2023-06-23 15:10:19,317 - icews14_both - [INFO] - [E:436| 0]: Train Loss:0.0014793, Val MRR:0.45498, icews14_both
2023-06-23 15:11:22,377 - icews14_both - [INFO] - [E:436| 100]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both
2023-06-23 15:12:25,434 - icews14_both - [INFO] - [E:436| 200]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both
2023-06-23 15:13:28,517 - icews14_both - [INFO] - [E:436| 300]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 15:14:31,593 - icews14_both - [INFO] - [E:436| 400]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 15:15:34,647 - icews14_both - [INFO] - [E:436| 500]: Train Loss:0.001488, Val MRR:0.45498, icews14_both
2023-06-23 15:16:37,723 - icews14_both - [INFO] - [E:436| 600]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both
2023-06-23 15:17:40,808 - icews14_both - [INFO] - [E:436| 700]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 15:18:43,863 - icews14_both - [INFO] - [E:436| 800]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 15:19:46,911 - icews14_both - [INFO] - [E:436| 900]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both
2023-06-23 15:20:31,264 - icews14_both - [INFO] - [Epoch:436]: Training Loss:0.001488
2023-06-23 15:20:31,478 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 15:20:45,127 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 15:20:58,578 - icews14_both - [INFO] - [Evaluating Epoch 436 valid]:
MRR: Tail : 0.47502, Head : 0.4248, Avg : 0.44991
2023-06-23 15:20:58,578 - icews14_both - [INFO] - [Epoch 436]: Training Loss: 0.0014884, Valid MRR: 0.45498,
2023-06-23 15:20:59,228 - icews14_both - [INFO] - [E:437| 0]: Train Loss:0.0014809, Val MRR:0.45498, icews14_both
2023-06-23 15:22:02,290 - icews14_both - [INFO] - [E:437| 100]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both
2023-06-23 15:23:05,341 - icews14_both - [INFO] - [E:437| 200]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 15:24:08,402 - icews14_both - [INFO] - [E:437| 300]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 15:25:11,442 - icews14_both - [INFO] - [E:437| 400]: Train Loss:0.001488, Val MRR:0.45498, icews14_both
2023-06-23 15:26:14,511 - icews14_both - [INFO] - [E:437| 500]: Train Loss:0.001488, Val MRR:0.45498, icews14_both
2023-06-23 15:27:17,567 - icews14_both - [INFO] - [E:437| 600]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 15:28:20,614 - icews14_both - [INFO] - [E:437| 700]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 15:29:23,695 - icews14_both - [INFO] - [E:437| 800]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both
2023-06-23 15:30:26,741 - icews14_both - [INFO] - [E:437| 900]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 15:31:11,085 - icews14_both - [INFO] - [Epoch:437]: Training Loss:0.001488
2023-06-23 15:31:11,299 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 15:31:24,949 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 15:31:38,384 - icews14_both - [INFO] - [Evaluating Epoch 437 valid]:
MRR: Tail : 0.47489, Head : 0.42754, Avg : 0.45122
2023-06-23 15:31:38,384 - icews14_both - [INFO] - [Epoch 437]: Training Loss: 0.0014883, Valid MRR: 0.45498,
2023-06-23 15:31:39,024 - icews14_both - [INFO] - [E:438| 0]: Train Loss:0.0014933, Val MRR:0.45498, icews14_both
2023-06-23 15:32:42,087 - icews14_both - [INFO] - [E:438| 100]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 15:33:45,166 - icews14_both - [INFO] - [E:438| 200]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 15:34:48,229 - icews14_both - [INFO] - [E:438| 300]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 15:35:51,306 - icews14_both - [INFO] - [E:438| 400]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 15:36:54,360 - icews14_both - [INFO] - [E:438| 500]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 15:37:57,438 - icews14_both - [INFO] - [E:438| 600]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 15:39:00,489 - icews14_both - [INFO] - [E:438| 700]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 15:40:03,547 - icews14_both - [INFO] - [E:438| 800]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 15:41:06,606 - icews14_both - [INFO] - [E:438| 900]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both
2023-06-23 15:41:50,947 - icews14_both - [INFO] - [Epoch:438]: Training Loss:0.001488
2023-06-23 15:41:51,161 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 15:42:04,807 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 15:42:18,260 - icews14_both - [INFO] - [Evaluating Epoch 438 valid]:
MRR: Tail : 0.47592, Head : 0.42468, Avg : 0.4503
2023-06-23 15:42:18,260 - icews14_both - [INFO] - [Epoch 438]: Training Loss: 0.0014881, Valid MRR: 0.45498,
2023-06-23 15:42:18,904 - icews14_both - [INFO] - [E:439| 0]: Train Loss:0.0014852, Val MRR:0.45498, icews14_both
2023-06-23 15:43:21,965 - icews14_both - [INFO] - [E:439| 100]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 15:44:25,075 - icews14_both - [INFO] - [E:439| 200]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 15:45:28,142 - icews14_both - [INFO] - [E:439| 300]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 15:46:31,207 - icews14_both - [INFO] - [E:439| 400]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 15:47:34,319 - icews14_both - [INFO] - [E:439| 500]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 15:48:37,407 - icews14_both - [INFO] - [E:439| 600]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both
2023-06-23 15:49:40,482 - icews14_both - [INFO] - [E:439| 700]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 15:50:43,589 - icews14_both - [INFO] - [E:439| 800]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 15:51:46,671 - icews14_both - [INFO] - [E:439| 900]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 15:52:31,019 - icews14_both - [INFO] - [Epoch:439]: Training Loss:0.001488
2023-06-23 15:52:31,233 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 15:52:44,888 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 15:52:58,326 - icews14_both - [INFO] - [Evaluating Epoch 439 valid]:
MRR: Tail : 0.47675, Head : 0.42609, Avg : 0.45142
MR: Tail : 578.99, Head : 661.91, Avg : 620.45
Hit-1: Tail : 0.3968, Head : 0.34603, Avg : 0.37141
Hit-3: Tail : 0.51751, Head : 0.46552, Avg : 0.49152
Hit-10: Tail : 0.62651, Head : 0.57879, Avg : 0.60265
2023-06-23 15:52:58,326 - icews14_both - [INFO] - [Epoch 439]: Training Loss: 0.0014883, Valid MRR: 0.45498,
2023-06-23 15:52:58,967 - icews14_both - [INFO] - [E:440| 0]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both
2023-06-23 15:54:02,069 - icews14_both - [INFO] - [E:440| 100]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 15:55:05,156 - icews14_both - [INFO] - [E:440| 200]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 15:56:08,245 - icews14_both - [INFO] - [E:440| 300]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 15:57:11,334 - icews14_both - [INFO] - [E:440| 400]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 15:58:14,435 - icews14_both - [INFO] - [E:440| 500]: Train Loss:0.001488, Val MRR:0.45498, icews14_both
2023-06-23 15:59:17,515 - icews14_both - [INFO] - [E:440| 600]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 16:00:20,598 - icews14_both - [INFO] - [E:440| 700]: Train Loss:0.001488, Val MRR:0.45498, icews14_both
2023-06-23 16:01:23,686 - icews14_both - [INFO] - [E:440| 800]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both
2023-06-23 16:02:26,771 - icews14_both - [INFO] - [E:440| 900]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both
2023-06-23 16:03:11,105 - icews14_both - [INFO] - [Epoch:440]: Training Loss:0.001488
2023-06-23 16:03:11,318 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 16:03:24,977 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 16:03:38,425 - icews14_both - [INFO] - [Evaluating Epoch 440 valid]:
MRR: Tail : 0.47443, Head : 0.42612, Avg : 0.45028
2023-06-23 16:03:38,425 - icews14_both - [INFO] - [Epoch 440]: Training Loss: 0.0014881, Valid MRR: 0.45498,
2023-06-23 16:03:39,065 - icews14_both - [INFO] - [E:441| 0]: Train Loss:0.0014908, Val MRR:0.45498, icews14_both
2023-06-23 16:04:42,145 - icews14_both - [INFO] - [E:441| 100]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 16:05:45,223 - icews14_both - [INFO] - [E:441| 200]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 16:06:48,277 - icews14_both - [INFO] - [E:441| 300]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 16:07:51,326 - icews14_both - [INFO] - [E:441| 400]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both
2023-06-23 16:08:54,392 - icews14_both - [INFO] - [E:441| 500]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 16:09:57,419 - icews14_both - [INFO] - [E:441| 600]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 16:11:00,479 - icews14_both - [INFO] - [E:441| 700]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 16:12:03,487 - icews14_both - [INFO] - [E:441| 800]: Train Loss:0.001488, Val MRR:0.45498, icews14_both
2023-06-23 16:13:06,459 - icews14_both - [INFO] - [E:441| 900]: Train Loss:0.001488, Val MRR:0.45498, icews14_both
2023-06-23 16:13:50,763 - icews14_both - [INFO] - [Epoch:441]: Training Loss:0.001488
2023-06-23 16:13:50,977 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 16:14:04,613 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 16:14:18,031 - icews14_both - [INFO] - [Evaluating Epoch 441 valid]:
MRR: Tail : 0.47625, Head : 0.42614, Avg : 0.4512
2023-06-23 16:14:18,032 - icews14_both - [INFO] - [Epoch 441]: Training Loss: 0.001488, Valid MRR: 0.45498,
2023-06-23 16:14:18,669 - icews14_both - [INFO] - [E:442| 0]: Train Loss:0.0014897, Val MRR:0.45498, icews14_both
2023-06-23 16:15:21,653 - icews14_both - [INFO] - [E:442| 100]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 16:16:24,613 - icews14_both - [INFO] - [E:442| 200]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 16:17:27,589 - icews14_both - [INFO] - [E:442| 300]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 16:18:30,573 - icews14_both - [INFO] - [E:442| 400]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both
2023-06-23 16:19:33,556 - icews14_both - [INFO] - [E:442| 500]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 16:20:36,544 - icews14_both - [INFO] - [E:442| 600]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 16:21:39,509 - icews14_both - [INFO] - [E:442| 700]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both
2023-06-23 16:22:42,500 - icews14_both - [INFO] - [E:442| 800]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 16:23:45,474 - icews14_both - [INFO] - [E:442| 900]: Train Loss:0.001488, Val MRR:0.45498, icews14_both
2023-06-23 16:24:29,765 - icews14_both - [INFO] - [Epoch:442]: Training Loss:0.001488
2023-06-23 16:24:29,979 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 16:24:43,624 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 16:24:57,063 - icews14_both - [INFO] - [Evaluating Epoch 442 valid]:
MRR: Tail : 0.47175, Head : 0.42396, Avg : 0.44786
2023-06-23 16:24:57,063 - icews14_both - [INFO] - [Epoch 442]: Training Loss: 0.0014881, Valid MRR: 0.45498,
2023-06-23 16:24:57,705 - icews14_both - [INFO] - [E:443| 0]: Train Loss:0.0014961, Val MRR:0.45498, icews14_both
2023-06-23 16:26:00,693 - icews14_both - [INFO] - [E:443| 100]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 16:27:03,688 - icews14_both - [INFO] - [E:443| 200]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 16:28:06,658 - icews14_both - [INFO] - [E:443| 300]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 16:29:09,630 - icews14_both - [INFO] - [E:443| 400]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 16:30:12,615 - icews14_both - [INFO] - [E:443| 500]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 16:31:15,599 - icews14_both - [INFO] - [E:443| 600]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 16:32:18,574 - icews14_both - [INFO] - [E:443| 700]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both
2023-06-23 16:33:21,567 - icews14_both - [INFO] - [E:443| 800]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 16:34:24,534 - icews14_both - [INFO] - [E:443| 900]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 16:35:08,820 - icews14_both - [INFO] - [Epoch:443]: Training Loss:0.001488
2023-06-23 16:35:09,034 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 16:35:22,663 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 16:35:36,087 - icews14_both - [INFO] - [Evaluating Epoch 443 valid]:
MRR: Tail : 0.47842, Head : 0.42856, Avg : 0.45349
2023-06-23 16:35:36,087 - icews14_both - [INFO] - [Epoch 443]: Training Loss: 0.0014881, Valid MRR: 0.45498,
2023-06-23 16:35:36,725 - icews14_both - [INFO] - [E:444| 0]: Train Loss:0.0014835, Val MRR:0.45498, icews14_both
2023-06-23 16:36:39,715 - icews14_both - [INFO] - [E:444| 100]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 16:37:42,706 - icews14_both - [INFO] - [E:444| 200]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 16:38:45,684 - icews14_both - [INFO] - [E:444| 300]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 16:39:48,653 - icews14_both - [INFO] - [E:444| 400]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 16:40:51,634 - icews14_both - [INFO] - [E:444| 500]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 16:41:54,619 - icews14_both - [INFO] - [E:444| 600]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 16:42:57,594 - icews14_both - [INFO] - [E:444| 700]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both
2023-06-23 16:44:00,581 - icews14_both - [INFO] - [E:444| 800]: Train Loss:0.001488, Val MRR:0.45498, icews14_both
2023-06-23 16:45:03,578 - icews14_both - [INFO] - [E:444| 900]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both
2023-06-23 16:45:47,849 - icews14_both - [INFO] - [Epoch:444]: Training Loss:0.001488
2023-06-23 16:45:48,062 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 16:46:01,704 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 16:46:15,135 - icews14_both - [INFO] - [Evaluating Epoch 444 valid]:
MRR: Tail : 0.47461, Head : 0.42496, Avg : 0.44979
2023-06-23 16:46:15,135 - icews14_both - [INFO] - [Epoch 444]: Training Loss: 0.0014881, Valid MRR: 0.45498,
2023-06-23 16:46:15,777 - icews14_both - [INFO] - [E:445| 0]: Train Loss:0.0014928, Val MRR:0.45498, icews14_both
2023-06-23 16:47:18,772 - icews14_both - [INFO] - [E:445| 100]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 16:48:21,752 - icews14_both - [INFO] - [E:445| 200]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 16:49:24,738 - icews14_both - [INFO] - [E:445| 300]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both
2023-06-23 16:50:27,698 - icews14_both - [INFO] - [E:445| 400]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 16:51:30,675 - icews14_both - [INFO] - [E:445| 500]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 16:52:33,656 - icews14_both - [INFO] - [E:445| 600]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 16:53:36,652 - icews14_both - [INFO] - [E:445| 700]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 16:54:39,642 - icews14_both - [INFO] - [E:445| 800]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 16:55:42,611 - icews14_both - [INFO] - [E:445| 900]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 16:56:26,899 - icews14_both - [INFO] - [Epoch:445]: Training Loss:0.001488
2023-06-23 16:56:27,114 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 16:56:40,745 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 16:56:54,169 - icews14_both - [INFO] - [Evaluating Epoch 445 valid]:
MRR: Tail : 0.47644, Head : 0.4272, Avg : 0.45182
2023-06-23 16:56:54,170 - icews14_both - [INFO] - [Epoch 445]: Training Loss: 0.001488, Valid MRR: 0.45498,
2023-06-23 16:56:54,811 - icews14_both - [INFO] - [E:446| 0]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 16:57:57,793 - icews14_both - [INFO] - [E:446| 100]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-23 16:59:00,773 - icews14_both - [INFO] - [E:446| 200]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both
2023-06-23 17:00:03,751 - icews14_both - [INFO] - [E:446| 300]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 17:01:06,727 - icews14_both - [INFO] - [E:446| 400]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 17:02:09,695 - icews14_both - [INFO] - [E:446| 500]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 17:03:12,680 - icews14_both - [INFO] - [E:446| 600]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 17:04:15,650 - icews14_both - [INFO] - [E:446| 700]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 17:05:18,628 - icews14_both - [INFO] - [E:446| 800]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 17:06:21,586 - icews14_both - [INFO] - [E:446| 900]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 17:07:05,854 - icews14_both - [INFO] - [Epoch:446]: Training Loss:0.001488
2023-06-23 17:07:06,068 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 17:07:19,714 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 17:07:33,135 - icews14_both - [INFO] - [Evaluating Epoch 446 valid]:
MRR: Tail : 0.47553, Head : 0.42416, Avg : 0.44984
2023-06-23 17:07:33,135 - icews14_both - [INFO] - [Epoch 446]: Training Loss: 0.0014879, Valid MRR: 0.45498,
2023-06-23 17:07:33,776 - icews14_both - [INFO] - [E:447| 0]: Train Loss:0.0014901, Val MRR:0.45498, icews14_both
2023-06-23 17:08:36,771 - icews14_both - [INFO] - [E:447| 100]: Train Loss:0.0014881, Val MRR:0.45498, icews14_both
2023-06-23 17:09:39,734 - icews14_both - [INFO] - [E:447| 200]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 17:10:42,712 - icews14_both - [INFO] - [E:447| 300]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 17:11:45,684 - icews14_both - [INFO] - [E:447| 400]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both
2023-06-23 17:12:48,651 - icews14_both - [INFO] - [E:447| 500]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 17:13:51,616 - icews14_both - [INFO] - [E:447| 600]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 17:14:54,585 - icews14_both - [INFO] - [E:447| 700]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 17:15:57,551 - icews14_both - [INFO] - [E:447| 800]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both
2023-06-23 17:17:00,527 - icews14_both - [INFO] - [E:447| 900]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 17:17:44,814 - icews14_both - [INFO] - [Epoch:447]: Training Loss:0.001488
2023-06-23 17:17:45,028 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 17:17:58,655 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 17:18:12,067 - icews14_both - [INFO] - [Evaluating Epoch 447 valid]:
MRR: Tail : 0.47306, Head : 0.42516, Avg : 0.44911
2023-06-23 17:18:12,067 - icews14_both - [INFO] - [Epoch 447]: Training Loss: 0.0014877, Valid MRR: 0.45498,
2023-06-23 17:18:12,708 - icews14_both - [INFO] - [E:448| 0]: Train Loss:0.0015027, Val MRR:0.45498, icews14_both
2023-06-23 17:19:15,670 - icews14_both - [INFO] - [E:448| 100]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 17:20:18,629 - icews14_both - [INFO] - [E:448| 200]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both
2023-06-23 17:21:21,609 - icews14_both - [INFO] - [E:448| 300]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 17:22:24,578 - icews14_both - [INFO] - [E:448| 400]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 17:23:27,540 - icews14_both - [INFO] - [E:448| 500]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 17:24:30,509 - icews14_both - [INFO] - [E:448| 600]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 17:25:33,469 - icews14_both - [INFO] - [E:448| 700]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 17:26:36,436 - icews14_both - [INFO] - [E:448| 800]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 17:27:39,400 - icews14_both - [INFO] - [E:448| 900]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both
2023-06-23 17:28:23,669 - icews14_both - [INFO] - [Epoch:448]: Training Loss:0.001488
2023-06-23 17:28:23,883 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 17:28:37,525 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 17:28:50,940 - icews14_both - [INFO] - [Evaluating Epoch 448 valid]:
MRR: Tail : 0.47569, Head : 0.42453, Avg : 0.45011
2023-06-23 17:28:50,940 - icews14_both - [INFO] - [Epoch 448]: Training Loss: 0.0014877, Valid MRR: 0.45498,
2023-06-23 17:28:51,581 - icews14_both - [INFO] - [E:449| 0]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 17:29:54,558 - icews14_both - [INFO] - [E:449| 100]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 17:30:57,515 - icews14_both - [INFO] - [E:449| 200]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 17:32:00,533 - icews14_both - [INFO] - [E:449| 300]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 17:33:03,544 - icews14_both - [INFO] - [E:449| 400]: Train Loss:0.001488, Val MRR:0.45498, icews14_both
2023-06-23 17:34:06,554 - icews14_both - [INFO] - [E:449| 500]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 17:35:09,553 - icews14_both - [INFO] - [E:449| 600]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 17:36:12,573 - icews14_both - [INFO] - [E:449| 700]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 17:37:15,584 - icews14_both - [INFO] - [E:449| 800]: Train Loss:0.0014879, Val MRR:0.45498, icews14_both
2023-06-23 17:38:18,617 - icews14_both - [INFO] - [E:449| 900]: Train Loss:0.0014878, Val MRR:0.45498, icews14_both
2023-06-23 17:39:02,932 - icews14_both - [INFO] - [Epoch:449]: Training Loss:0.001488
2023-06-23 17:39:03,145 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 17:39:16,796 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 17:39:30,232 - icews14_both - [INFO] - [Evaluating Epoch 449 valid]:
MRR: Tail : 0.47403, Head : 0.4227, Avg : 0.44837
MR: Tail : 570.12, Head : 653.47, Avg : 611.8
Hit-1: Tail : 0.39461, Head : 0.34249, Avg : 0.36855
Hit-3: Tail : 0.51556, Head : 0.46198, Avg : 0.48877
Hit-10: Tail : 0.62285, Head : 0.57403, Avg : 0.59844
2023-06-23 17:39:30,232 - icews14_both - [INFO] - [Epoch 449]: Training Loss: 0.0014878, Valid MRR: 0.45498,
2023-06-23 17:39:30,873 - icews14_both - [INFO] - [E:450| 0]: Train Loss:0.001487, Val MRR:0.45498, icews14_both
2023-06-23 17:40:33,899 - icews14_both - [INFO] - [E:450| 100]: Train Loss:0.001487, Val MRR:0.45498, icews14_both
2023-06-23 17:41:36,937 - icews14_both - [INFO] - [E:450| 200]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 17:42:39,980 - icews14_both - [INFO] - [E:450| 300]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 17:43:43,012 - icews14_both - [INFO] - [E:450| 400]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 17:44:46,037 - icews14_both - [INFO] - [E:450| 500]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 17:45:49,043 - icews14_both - [INFO] - [E:450| 600]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 17:46:52,085 - icews14_both - [INFO] - [E:450| 700]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 17:47:55,135 - icews14_both - [INFO] - [E:450| 800]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 17:48:58,149 - icews14_both - [INFO] - [E:450| 900]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 17:49:42,457 - icews14_both - [INFO] - [Epoch:450]: Training Loss:0.001488
2023-06-23 17:49:42,671 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 17:49:56,332 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 17:50:09,765 - icews14_both - [INFO] - [Evaluating Epoch 450 valid]:
MRR: Tail : 0.47466, Head : 0.42402, Avg : 0.44934
2023-06-23 17:50:09,765 - icews14_both - [INFO] - [Epoch 450]: Training Loss: 0.0014876, Valid MRR: 0.45498,
2023-06-23 17:50:10,407 - icews14_both - [INFO] - [E:451| 0]: Train Loss:0.0014822, Val MRR:0.45498, icews14_both
2023-06-23 17:51:13,435 - icews14_both - [INFO] - [E:451| 100]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both
2023-06-23 17:52:16,466 - icews14_both - [INFO] - [E:451| 200]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 17:53:19,491 - icews14_both - [INFO] - [E:451| 300]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 17:54:22,529 - icews14_both - [INFO] - [E:451| 400]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 17:55:25,552 - icews14_both - [INFO] - [E:451| 500]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 17:56:28,569 - icews14_both - [INFO] - [E:451| 600]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 17:57:31,601 - icews14_both - [INFO] - [E:451| 700]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 17:58:34,625 - icews14_both - [INFO] - [E:451| 800]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 17:59:37,652 - icews14_both - [INFO] - [E:451| 900]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 18:00:21,978 - icews14_both - [INFO] - [Epoch:451]: Training Loss:0.001488
2023-06-23 18:00:22,192 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 18:00:35,840 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 18:00:49,274 - icews14_both - [INFO] - [Evaluating Epoch 451 valid]:
MRR: Tail : 0.47646, Head : 0.4252, Avg : 0.45083
2023-06-23 18:00:49,274 - icews14_both - [INFO] - [Epoch 451]: Training Loss: 0.0014876, Valid MRR: 0.45498,
2023-06-23 18:00:49,916 - icews14_both - [INFO] - [E:452| 0]: Train Loss:0.0014839, Val MRR:0.45498, icews14_both
2023-06-23 18:01:52,966 - icews14_both - [INFO] - [E:452| 100]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 18:02:56,004 - icews14_both - [INFO] - [E:452| 200]: Train Loss:0.001487, Val MRR:0.45498, icews14_both
2023-06-23 18:03:59,045 - icews14_both - [INFO] - [E:452| 300]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both
2023-06-23 18:05:02,080 - icews14_both - [INFO] - [E:452| 400]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 18:06:05,127 - icews14_both - [INFO] - [E:452| 500]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 18:07:08,172 - icews14_both - [INFO] - [E:452| 600]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 18:08:11,217 - icews14_both - [INFO] - [E:452| 700]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 18:09:14,248 - icews14_both - [INFO] - [E:452| 800]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 18:10:17,298 - icews14_both - [INFO] - [E:452| 900]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 18:11:01,608 - icews14_both - [INFO] - [Epoch:452]: Training Loss:0.001488
2023-06-23 18:11:01,821 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 18:11:15,475 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 18:11:28,913 - icews14_both - [INFO] - [Evaluating Epoch 452 valid]:
MRR: Tail : 0.47469, Head : 0.42471, Avg : 0.4497
2023-06-23 18:11:28,913 - icews14_both - [INFO] - [Epoch 452]: Training Loss: 0.0014876, Valid MRR: 0.45498,
2023-06-23 18:11:29,553 - icews14_both - [INFO] - [E:453| 0]: Train Loss:0.0014896, Val MRR:0.45498, icews14_both
2023-06-23 18:12:32,598 - icews14_both - [INFO] - [E:453| 100]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 18:13:35,629 - icews14_both - [INFO] - [E:453| 200]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 18:14:38,655 - icews14_both - [INFO] - [E:453| 300]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 18:15:41,686 - icews14_both - [INFO] - [E:453| 400]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 18:16:44,710 - icews14_both - [INFO] - [E:453| 500]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 18:17:47,729 - icews14_both - [INFO] - [E:453| 600]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 18:18:50,758 - icews14_both - [INFO] - [E:453| 700]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 18:19:53,765 - icews14_both - [INFO] - [E:453| 800]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 18:20:56,791 - icews14_both - [INFO] - [E:453| 900]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 18:21:41,116 - icews14_both - [INFO] - [Epoch:453]: Training Loss:0.001488
2023-06-23 18:21:41,329 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 18:21:54,967 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 18:22:08,385 - icews14_both - [INFO] - [Evaluating Epoch 453 valid]:
MRR: Tail : 0.4754, Head : 0.42511, Avg : 0.45025
2023-06-23 18:22:08,385 - icews14_both - [INFO] - [Epoch 453]: Training Loss: 0.0014876, Valid MRR: 0.45498,
2023-06-23 18:22:09,026 - icews14_both - [INFO] - [E:454| 0]: Train Loss:0.0014946, Val MRR:0.45498, icews14_both
2023-06-23 18:23:11,986 - icews14_both - [INFO] - [E:454| 100]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 18:24:15,518 - icews14_both - [INFO] - [E:454| 200]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 18:25:18,387 - icews14_both - [INFO] - [E:454| 300]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 18:26:21,264 - icews14_both - [INFO] - [E:454| 400]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 18:27:24,059 - icews14_both - [INFO] - [E:454| 500]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 18:28:26,830 - icews14_both - [INFO] - [E:454| 600]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 18:29:29,610 - icews14_both - [INFO] - [E:454| 700]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 18:30:32,375 - icews14_both - [INFO] - [E:454| 800]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 18:31:35,128 - icews14_both - [INFO] - [E:454| 900]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 18:32:19,286 - icews14_both - [INFO] - [Epoch:454]: Training Loss:0.001488
2023-06-23 18:32:19,499 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 18:32:33,089 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 18:32:46,469 - icews14_both - [INFO] - [Evaluating Epoch 454 valid]:
MRR: Tail : 0.47317, Head : 0.42179, Avg : 0.44748
2023-06-23 18:32:46,469 - icews14_both - [INFO] - [Epoch 454]: Training Loss: 0.0014876, Valid MRR: 0.45498,
2023-06-23 18:32:47,111 - icews14_both - [INFO] - [E:455| 0]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 18:33:49,884 - icews14_both - [INFO] - [E:455| 100]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-23 18:34:52,658 - icews14_both - [INFO] - [E:455| 200]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both
2023-06-23 18:35:55,409 - icews14_both - [INFO] - [E:455| 300]: Train Loss:0.001487, Val MRR:0.45498, icews14_both
2023-06-23 18:36:58,205 - icews14_both - [INFO] - [E:455| 400]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 18:38:00,981 - icews14_both - [INFO] - [E:455| 500]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 18:39:03,717 - icews14_both - [INFO] - [E:455| 600]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 18:40:06,436 - icews14_both - [INFO] - [E:455| 700]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 18:41:09,143 - icews14_both - [INFO] - [E:455| 800]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 18:42:11,876 - icews14_both - [INFO] - [E:455| 900]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 18:42:56,004 - icews14_both - [INFO] - [Epoch:455]: Training Loss:0.001488
2023-06-23 18:42:56,217 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 18:43:09,805 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 18:43:23,184 - icews14_both - [INFO] - [Evaluating Epoch 455 valid]:
MRR: Tail : 0.47244, Head : 0.42428, Avg : 0.44836
2023-06-23 18:43:23,184 - icews14_both - [INFO] - [Epoch 455]: Training Loss: 0.0014875, Valid MRR: 0.45498,
2023-06-23 18:43:23,822 - icews14_both - [INFO] - [E:456| 0]: Train Loss:0.0014884, Val MRR:0.45498, icews14_both
2023-06-23 18:44:26,548 - icews14_both - [INFO] - [E:456| 100]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 18:45:29,278 - icews14_both - [INFO] - [E:456| 200]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 18:46:32,020 - icews14_both - [INFO] - [E:456| 300]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 18:47:34,778 - icews14_both - [INFO] - [E:456| 400]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 18:48:37,518 - icews14_both - [INFO] - [E:456| 500]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 18:49:40,255 - icews14_both - [INFO] - [E:456| 600]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 18:50:43,004 - icews14_both - [INFO] - [E:456| 700]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 18:51:45,757 - icews14_both - [INFO] - [E:456| 800]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 18:52:48,505 - icews14_both - [INFO] - [E:456| 900]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 18:53:32,612 - icews14_both - [INFO] - [Epoch:456]: Training Loss:0.001488
2023-06-23 18:53:32,824 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 18:53:46,415 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 18:53:59,789 - icews14_both - [INFO] - [Evaluating Epoch 456 valid]:
MRR: Tail : 0.47456, Head : 0.42599, Avg : 0.45028
2023-06-23 18:53:59,789 - icews14_both - [INFO] - [Epoch 456]: Training Loss: 0.0014875, Valid MRR: 0.45498,
2023-06-23 18:54:00,425 - icews14_both - [INFO] - [E:457| 0]: Train Loss:0.0015043, Val MRR:0.45498, icews14_both
2023-06-23 18:55:03,162 - icews14_both - [INFO] - [E:457| 100]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 18:56:05,872 - icews14_both - [INFO] - [E:457| 200]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 18:57:08,595 - icews14_both - [INFO] - [E:457| 300]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 18:58:11,330 - icews14_both - [INFO] - [E:457| 400]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both
2023-06-23 18:59:14,056 - icews14_both - [INFO] - [E:457| 500]: Train Loss:0.0014877, Val MRR:0.45498, icews14_both
2023-06-23 19:00:16,774 - icews14_both - [INFO] - [E:457| 600]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 19:01:19,492 - icews14_both - [INFO] - [E:457| 700]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 19:02:22,213 - icews14_both - [INFO] - [E:457| 800]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 19:03:24,969 - icews14_both - [INFO] - [E:457| 900]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 19:04:09,072 - icews14_both - [INFO] - [Epoch:457]: Training Loss:0.001488
2023-06-23 19:04:09,285 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 19:04:22,875 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 19:04:36,244 - icews14_both - [INFO] - [Evaluating Epoch 457 valid]:
MRR: Tail : 0.47739, Head : 0.42522, Avg : 0.45131
2023-06-23 19:04:36,244 - icews14_both - [INFO] - [Epoch 457]: Training Loss: 0.0014876, Valid MRR: 0.45498,
2023-06-23 19:04:36,880 - icews14_both - [INFO] - [E:458| 0]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-23 19:05:39,612 - icews14_both - [INFO] - [E:458| 100]: Train Loss:0.001487, Val MRR:0.45498, icews14_both
2023-06-23 19:06:42,351 - icews14_both - [INFO] - [E:458| 200]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 19:07:45,089 - icews14_both - [INFO] - [E:458| 300]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 19:08:47,796 - icews14_both - [INFO] - [E:458| 400]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 19:09:50,523 - icews14_both - [INFO] - [E:458| 500]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 19:10:53,270 - icews14_both - [INFO] - [E:458| 600]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 19:11:56,000 - icews14_both - [INFO] - [E:458| 700]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 19:12:58,732 - icews14_both - [INFO] - [E:458| 800]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 19:14:01,456 - icews14_both - [INFO] - [E:458| 900]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 19:14:45,548 - icews14_both - [INFO] - [Epoch:458]: Training Loss:0.001487
2023-06-23 19:14:45,760 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 19:14:59,360 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 19:15:12,737 - icews14_both - [INFO] - [Evaluating Epoch 458 valid]:
MRR: Tail : 0.47671, Head : 0.42472, Avg : 0.45071
2023-06-23 19:15:12,737 - icews14_both - [INFO] - [Epoch 458]: Training Loss: 0.0014873, Valid MRR: 0.45498,
2023-06-23 19:15:13,374 - icews14_both - [INFO] - [E:459| 0]: Train Loss:0.001491, Val MRR:0.45498, icews14_both
2023-06-23 19:16:16,135 - icews14_both - [INFO] - [E:459| 100]: Train Loss:0.0014883, Val MRR:0.45498, icews14_both
2023-06-23 19:17:18,863 - icews14_both - [INFO] - [E:459| 200]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-23 19:18:21,630 - icews14_both - [INFO] - [E:459| 300]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 19:19:24,354 - icews14_both - [INFO] - [E:459| 400]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 19:20:27,077 - icews14_both - [INFO] - [E:459| 500]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 19:21:29,826 - icews14_both - [INFO] - [E:459| 600]: Train Loss:0.0014876, Val MRR:0.45498, icews14_both
2023-06-23 19:22:32,547 - icews14_both - [INFO] - [E:459| 700]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 19:23:35,297 - icews14_both - [INFO] - [E:459| 800]: Train Loss:0.0014875, Val MRR:0.45498, icews14_both
2023-06-23 19:24:38,024 - icews14_both - [INFO] - [E:459| 900]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 19:25:22,125 - icews14_both - [INFO] - [Epoch:459]: Training Loss:0.001487
2023-06-23 19:25:22,337 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 19:25:35,928 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 19:25:49,298 - icews14_both - [INFO] - [Evaluating Epoch 459 valid]:
MRR: Tail : 0.47595, Head : 0.42253, Avg : 0.44924
MR: Tail : 583.37, Head : 654.8, Avg : 619.08
Hit-1: Tail : 0.39753, Head : 0.34493, Avg : 0.37123
Hit-3: Tail : 0.51751, Head : 0.45868, Avg : 0.4881
Hit-10: Tail : 0.62016, Head : 0.57195, Avg : 0.59606
2023-06-23 19:25:49,298 - icews14_both - [INFO] - [Epoch 459]: Training Loss: 0.0014875, Valid MRR: 0.45498,
2023-06-23 19:25:49,934 - icews14_both - [INFO] - [E:460| 0]: Train Loss:0.001484, Val MRR:0.45498, icews14_both
2023-06-23 19:26:52,668 - icews14_both - [INFO] - [E:460| 100]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 19:27:55,378 - icews14_both - [INFO] - [E:460| 200]: Train Loss:0.001487, Val MRR:0.45498, icews14_both
2023-06-23 19:28:58,110 - icews14_both - [INFO] - [E:460| 300]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 19:30:00,830 - icews14_both - [INFO] - [E:460| 400]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 19:31:03,550 - icews14_both - [INFO] - [E:460| 500]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 19:32:06,261 - icews14_both - [INFO] - [E:460| 600]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 19:33:09,003 - icews14_both - [INFO] - [E:460| 700]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 19:34:11,762 - icews14_both - [INFO] - [E:460| 800]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 19:35:14,485 - icews14_both - [INFO] - [E:460| 900]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 19:35:58,598 - icews14_both - [INFO] - [Epoch:460]: Training Loss:0.001487
2023-06-23 19:35:58,810 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 19:36:12,408 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 19:36:25,790 - icews14_both - [INFO] - [Evaluating Epoch 460 valid]:
MRR: Tail : 0.47603, Head : 0.4273, Avg : 0.45166
2023-06-23 19:36:25,790 - icews14_both - [INFO] - [Epoch 460]: Training Loss: 0.0014872, Valid MRR: 0.45498,
2023-06-23 19:36:26,429 - icews14_both - [INFO] - [E:461| 0]: Train Loss:0.0014906, Val MRR:0.45498, icews14_both
2023-06-23 19:37:29,152 - icews14_both - [INFO] - [E:461| 100]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 19:38:31,867 - icews14_both - [INFO] - [E:461| 200]: Train Loss:0.001487, Val MRR:0.45498, icews14_both
2023-06-23 19:39:34,577 - icews14_both - [INFO] - [E:461| 300]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 19:40:37,321 - icews14_both - [INFO] - [E:461| 400]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 19:41:40,073 - icews14_both - [INFO] - [E:461| 500]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 19:42:42,804 - icews14_both - [INFO] - [E:461| 600]: Train Loss:0.0014874, Val MRR:0.45498, icews14_both
2023-06-23 19:43:45,533 - icews14_both - [INFO] - [E:461| 700]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 19:44:48,267 - icews14_both - [INFO] - [E:461| 800]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 19:45:51,003 - icews14_both - [INFO] - [E:461| 900]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 19:46:35,118 - icews14_both - [INFO] - [Epoch:461]: Training Loss:0.001487
2023-06-23 19:46:35,331 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 19:46:48,918 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 19:47:02,296 - icews14_both - [INFO] - [Evaluating Epoch 461 valid]:
MRR: Tail : 0.47515, Head : 0.42735, Avg : 0.45125
2023-06-23 19:47:02,296 - icews14_both - [INFO] - [Epoch 461]: Training Loss: 0.0014872, Valid MRR: 0.45498,
2023-06-23 19:47:02,938 - icews14_both - [INFO] - [E:462| 0]: Train Loss:0.0014918, Val MRR:0.45498, icews14_both
2023-06-23 19:48:05,683 - icews14_both - [INFO] - [E:462| 100]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 19:49:08,414 - icews14_both - [INFO] - [E:462| 200]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 19:50:11,158 - icews14_both - [INFO] - [E:462| 300]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both
2023-06-23 19:51:13,881 - icews14_both - [INFO] - [E:462| 400]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 19:52:16,629 - icews14_both - [INFO] - [E:462| 500]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 19:53:19,381 - icews14_both - [INFO] - [E:462| 600]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both
2023-06-23 19:54:22,124 - icews14_both - [INFO] - [E:462| 700]: Train Loss:0.001487, Val MRR:0.45498, icews14_both
2023-06-23 19:55:24,875 - icews14_both - [INFO] - [E:462| 800]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 19:56:27,621 - icews14_both - [INFO] - [E:462| 900]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 19:57:11,722 - icews14_both - [INFO] - [Epoch:462]: Training Loss:0.001487
2023-06-23 19:57:11,936 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 19:57:26,742 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 19:57:40,120 - icews14_both - [INFO] - [Evaluating Epoch 462 valid]:
MRR: Tail : 0.475, Head : 0.42678, Avg : 0.45089
2023-06-23 19:57:40,120 - icews14_both - [INFO] - [Epoch 462]: Training Loss: 0.0014871, Valid MRR: 0.45498,
2023-06-23 19:57:40,756 - icews14_both - [INFO] - [E:463| 0]: Train Loss:0.0014802, Val MRR:0.45498, icews14_both
2023-06-23 19:58:43,485 - icews14_both - [INFO] - [E:463| 100]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 19:59:46,223 - icews14_both - [INFO] - [E:463| 200]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 20:00:48,954 - icews14_both - [INFO] - [E:463| 300]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 20:01:51,692 - icews14_both - [INFO] - [E:463| 400]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 20:02:54,411 - icews14_both - [INFO] - [E:463| 500]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 20:03:57,154 - icews14_both - [INFO] - [E:463| 600]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 20:04:59,900 - icews14_both - [INFO] - [E:463| 700]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 20:06:02,635 - icews14_both - [INFO] - [E:463| 800]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 20:07:05,378 - icews14_both - [INFO] - [E:463| 900]: Train Loss:0.001487, Val MRR:0.45498, icews14_both
2023-06-23 20:07:49,484 - icews14_both - [INFO] - [Epoch:463]: Training Loss:0.001487
2023-06-23 20:07:49,697 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 20:08:03,276 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 20:08:16,651 - icews14_both - [INFO] - [Evaluating Epoch 463 valid]:
MRR: Tail : 0.47446, Head : 0.42346, Avg : 0.44896
2023-06-23 20:08:16,651 - icews14_both - [INFO] - [Epoch 463]: Training Loss: 0.001487, Valid MRR: 0.45498,
2023-06-23 20:08:17,290 - icews14_both - [INFO] - [E:464| 0]: Train Loss:0.0014891, Val MRR:0.45498, icews14_both
2023-06-23 20:09:20,022 - icews14_both - [INFO] - [E:464| 100]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-23 20:10:22,733 - icews14_both - [INFO] - [E:464| 200]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both
2023-06-23 20:11:25,478 - icews14_both - [INFO] - [E:464| 300]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 20:12:28,209 - icews14_both - [INFO] - [E:464| 400]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 20:13:30,923 - icews14_both - [INFO] - [E:464| 500]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 20:14:33,651 - icews14_both - [INFO] - [E:464| 600]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 20:15:36,419 - icews14_both - [INFO] - [E:464| 700]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both
2023-06-23 20:16:39,155 - icews14_both - [INFO] - [E:464| 800]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 20:17:41,897 - icews14_both - [INFO] - [E:464| 900]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both
2023-06-23 20:18:25,996 - icews14_both - [INFO] - [Epoch:464]: Training Loss:0.001487
2023-06-23 20:18:26,209 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 20:18:39,819 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 20:18:53,199 - icews14_both - [INFO] - [Evaluating Epoch 464 valid]:
MRR: Tail : 0.47535, Head : 0.42364, Avg : 0.44949
2023-06-23 20:18:53,200 - icews14_both - [INFO] - [Epoch 464]: Training Loss: 0.0014871, Valid MRR: 0.45498,
2023-06-23 20:18:53,837 - icews14_both - [INFO] - [E:465| 0]: Train Loss:0.0014976, Val MRR:0.45498, icews14_both
2023-06-23 20:19:56,582 - icews14_both - [INFO] - [E:465| 100]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 20:20:59,339 - icews14_both - [INFO] - [E:465| 200]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 20:22:02,089 - icews14_both - [INFO] - [E:465| 300]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 20:23:04,831 - icews14_both - [INFO] - [E:465| 400]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 20:24:07,577 - icews14_both - [INFO] - [E:465| 500]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 20:25:10,304 - icews14_both - [INFO] - [E:465| 600]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both
2023-06-23 20:26:13,034 - icews14_both - [INFO] - [E:465| 700]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 20:27:15,769 - icews14_both - [INFO] - [E:465| 800]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 20:28:18,494 - icews14_both - [INFO] - [E:465| 900]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 20:29:02,615 - icews14_both - [INFO] - [Epoch:465]: Training Loss:0.001487
2023-06-23 20:29:02,827 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 20:29:16,403 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 20:29:29,782 - icews14_both - [INFO] - [Evaluating Epoch 465 valid]:
MRR: Tail : 0.47484, Head : 0.42454, Avg : 0.44969
2023-06-23 20:29:29,782 - icews14_both - [INFO] - [Epoch 465]: Training Loss: 0.0014871, Valid MRR: 0.45498,
2023-06-23 20:29:30,420 - icews14_both - [INFO] - [E:466| 0]: Train Loss:0.0014892, Val MRR:0.45498, icews14_both
2023-06-23 20:30:33,139 - icews14_both - [INFO] - [E:466| 100]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 20:31:35,882 - icews14_both - [INFO] - [E:466| 200]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 20:32:38,592 - icews14_both - [INFO] - [E:466| 300]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 20:33:41,431 - icews14_both - [INFO] - [E:466| 400]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 20:34:44,329 - icews14_both - [INFO] - [E:466| 500]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 20:35:47,209 - icews14_both - [INFO] - [E:466| 600]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 20:36:50,101 - icews14_both - [INFO] - [E:466| 700]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 20:37:52,969 - icews14_both - [INFO] - [E:466| 800]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 20:38:55,844 - icews14_both - [INFO] - [E:466| 900]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both
2023-06-23 20:39:40,037 - icews14_both - [INFO] - [Epoch:466]: Training Loss:0.001487
2023-06-23 20:39:40,249 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 20:39:53,862 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 20:40:07,253 - icews14_both - [INFO] - [Evaluating Epoch 466 valid]:
MRR: Tail : 0.47486, Head : 0.42548, Avg : 0.45017
2023-06-23 20:40:07,253 - icews14_both - [INFO] - [Epoch 466]: Training Loss: 0.001487, Valid MRR: 0.45498,
2023-06-23 20:40:07,890 - icews14_both - [INFO] - [E:467| 0]: Train Loss:0.0014915, Val MRR:0.45498, icews14_both
2023-06-23 20:41:10,777 - icews14_both - [INFO] - [E:467| 100]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-23 20:42:13,643 - icews14_both - [INFO] - [E:467| 200]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both
2023-06-23 20:43:16,549 - icews14_both - [INFO] - [E:467| 300]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both
2023-06-23 20:44:19,437 - icews14_both - [INFO] - [E:467| 400]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both
2023-06-23 20:45:22,334 - icews14_both - [INFO] - [E:467| 500]: Train Loss:0.001487, Val MRR:0.45498, icews14_both
2023-06-23 20:46:25,222 - icews14_both - [INFO] - [E:467| 600]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 20:47:28,128 - icews14_both - [INFO] - [E:467| 700]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 20:48:31,014 - icews14_both - [INFO] - [E:467| 800]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 20:49:33,907 - icews14_both - [INFO] - [E:467| 900]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 20:50:18,132 - icews14_both - [INFO] - [Epoch:467]: Training Loss:0.001487
2023-06-23 20:50:18,345 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 20:50:31,944 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 20:50:45,343 - icews14_both - [INFO] - [Evaluating Epoch 467 valid]:
MRR: Tail : 0.47271, Head : 0.42612, Avg : 0.44942
2023-06-23 20:50:45,343 - icews14_both - [INFO] - [Epoch 467]: Training Loss: 0.0014871, Valid MRR: 0.45498,
2023-06-23 20:50:45,990 - icews14_both - [INFO] - [E:468| 0]: Train Loss:0.0014821, Val MRR:0.45498, icews14_both
2023-06-23 20:51:48,862 - icews14_both - [INFO] - [E:468| 100]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 20:52:51,747 - icews14_both - [INFO] - [E:468| 200]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 20:53:54,607 - icews14_both - [INFO] - [E:468| 300]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 20:54:57,493 - icews14_both - [INFO] - [E:468| 400]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 20:56:00,389 - icews14_both - [INFO] - [E:468| 500]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 20:57:03,288 - icews14_both - [INFO] - [E:468| 600]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 20:58:06,149 - icews14_both - [INFO] - [E:468| 700]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 20:59:08,990 - icews14_both - [INFO] - [E:468| 800]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 21:00:11,846 - icews14_both - [INFO] - [E:468| 900]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both
2023-06-23 21:00:56,060 - icews14_both - [INFO] - [Epoch:468]: Training Loss:0.001487
2023-06-23 21:00:56,274 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 21:01:09,888 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 21:01:23,276 - icews14_both - [INFO] - [Evaluating Epoch 468 valid]:
MRR: Tail : 0.47127, Head : 0.42405, Avg : 0.44766
2023-06-23 21:01:23,277 - icews14_both - [INFO] - [Epoch 468]: Training Loss: 0.0014867, Valid MRR: 0.45498,
2023-06-23 21:01:23,915 - icews14_both - [INFO] - [E:469| 0]: Train Loss:0.0014803, Val MRR:0.45498, icews14_both
2023-06-23 21:02:26,769 - icews14_both - [INFO] - [E:469| 100]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-23 21:03:29,671 - icews14_both - [INFO] - [E:469| 200]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 21:04:32,560 - icews14_both - [INFO] - [E:469| 300]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both
2023-06-23 21:05:35,436 - icews14_both - [INFO] - [E:469| 400]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both
2023-06-23 21:06:38,327 - icews14_both - [INFO] - [E:469| 500]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 21:07:41,204 - icews14_both - [INFO] - [E:469| 600]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 21:08:44,082 - icews14_both - [INFO] - [E:469| 700]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both
2023-06-23 21:09:46,904 - icews14_both - [INFO] - [E:469| 800]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both
2023-06-23 21:10:49,655 - icews14_both - [INFO] - [E:469| 900]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 21:11:33,792 - icews14_both - [INFO] - [Epoch:469]: Training Loss:0.001487
2023-06-23 21:11:34,004 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 21:11:47,594 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 21:12:00,978 - icews14_both - [INFO] - [Evaluating Epoch 469 valid]:
MRR: Tail : 0.47169, Head : 0.42381, Avg : 0.44775
MR: Tail : 588.83, Head : 643.32, Avg : 616.08
Hit-1: Tail : 0.3918, Head : 0.34517, Avg : 0.36849
Hit-3: Tail : 0.5152, Head : 0.46137, Avg : 0.48828
Hit-10: Tail : 0.62004, Head : 0.57195, Avg : 0.596
2023-06-23 21:12:00,978 - icews14_both - [INFO] - [Epoch 469]: Training Loss: 0.0014871, Valid MRR: 0.45498,
2023-06-23 21:12:01,615 - icews14_both - [INFO] - [E:470| 0]: Train Loss:0.0014828, Val MRR:0.45498, icews14_both
2023-06-23 21:13:04,383 - icews14_both - [INFO] - [E:470| 100]: Train Loss:0.001487, Val MRR:0.45498, icews14_both
2023-06-23 21:14:07,135 - icews14_both - [INFO] - [E:470| 200]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 21:15:09,864 - icews14_both - [INFO] - [E:470| 300]: Train Loss:0.001487, Val MRR:0.45498, icews14_both
2023-06-23 21:16:12,634 - icews14_both - [INFO] - [E:470| 400]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both
2023-06-23 21:17:15,387 - icews14_both - [INFO] - [E:470| 500]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both
2023-06-23 21:18:18,150 - icews14_both - [INFO] - [E:470| 600]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 21:19:20,901 - icews14_both - [INFO] - [E:470| 700]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 21:20:23,684 - icews14_both - [INFO] - [E:470| 800]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both
2023-06-23 21:21:26,454 - icews14_both - [INFO] - [E:470| 900]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both
2023-06-23 21:22:10,573 - icews14_both - [INFO] - [Epoch:470]: Training Loss:0.001487
2023-06-23 21:22:10,786 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 21:22:24,393 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 21:22:37,767 - icews14_both - [INFO] - [Evaluating Epoch 470 valid]:
MRR: Tail : 0.47379, Head : 0.42512, Avg : 0.44945
2023-06-23 21:22:37,767 - icews14_both - [INFO] - [Epoch 470]: Training Loss: 0.001487, Valid MRR: 0.45498,
2023-06-23 21:22:38,408 - icews14_both - [INFO] - [E:471| 0]: Train Loss:0.0014966, Val MRR:0.45498, icews14_both
2023-06-23 21:23:41,153 - icews14_both - [INFO] - [E:471| 100]: Train Loss:0.0014873, Val MRR:0.45498, icews14_both
2023-06-23 21:24:43,915 - icews14_both - [INFO] - [E:471| 200]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 21:25:46,660 - icews14_both - [INFO] - [E:471| 300]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 21:26:49,424 - icews14_both - [INFO] - [E:471| 400]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 21:27:52,169 - icews14_both - [INFO] - [E:471| 500]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 21:28:54,939 - icews14_both - [INFO] - [E:471| 600]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both
2023-06-23 21:29:57,817 - icews14_both - [INFO] - [E:471| 700]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 21:31:00,704 - icews14_both - [INFO] - [E:471| 800]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 21:32:03,606 - icews14_both - [INFO] - [E:471| 900]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 21:32:47,822 - icews14_both - [INFO] - [Epoch:471]: Training Loss:0.001487
2023-06-23 21:32:48,035 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 21:33:01,638 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 21:33:15,027 - icews14_both - [INFO] - [Evaluating Epoch 471 valid]:
MRR: Tail : 0.47399, Head : 0.42427, Avg : 0.44913
2023-06-23 21:33:15,027 - icews14_both - [INFO] - [Epoch 471]: Training Loss: 0.0014868, Valid MRR: 0.45498,
2023-06-23 21:33:15,666 - icews14_both - [INFO] - [E:472| 0]: Train Loss:0.001488, Val MRR:0.45498, icews14_both
2023-06-23 21:34:18,560 - icews14_both - [INFO] - [E:472| 100]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both
2023-06-23 21:35:21,430 - icews14_both - [INFO] - [E:472| 200]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-23 21:36:24,318 - icews14_both - [INFO] - [E:472| 300]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-23 21:37:27,183 - icews14_both - [INFO] - [E:472| 400]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-23 21:38:30,056 - icews14_both - [INFO] - [E:472| 500]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-23 21:39:32,929 - icews14_both - [INFO] - [E:472| 600]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both
2023-06-23 21:40:35,794 - icews14_both - [INFO] - [E:472| 700]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 21:41:38,658 - icews14_both - [INFO] - [E:472| 800]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 21:42:41,537 - icews14_both - [INFO] - [E:472| 900]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 21:43:25,736 - icews14_both - [INFO] - [Epoch:472]: Training Loss:0.001487
2023-06-23 21:43:25,949 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 21:43:39,565 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 21:43:52,953 - icews14_both - [INFO] - [Evaluating Epoch 472 valid]:
MRR: Tail : 0.47295, Head : 0.42582, Avg : 0.44939
2023-06-23 21:43:52,953 - icews14_both - [INFO] - [Epoch 472]: Training Loss: 0.0014868, Valid MRR: 0.45498,
2023-06-23 21:43:53,597 - icews14_both - [INFO] - [E:473| 0]: Train Loss:0.0014826, Val MRR:0.45498, icews14_both
2023-06-23 21:44:56,482 - icews14_both - [INFO] - [E:473| 100]: Train Loss:0.001487, Val MRR:0.45498, icews14_both
2023-06-23 21:45:59,348 - icews14_both - [INFO] - [E:473| 200]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 21:47:02,224 - icews14_both - [INFO] - [E:473| 300]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both
2023-06-23 21:48:05,101 - icews14_both - [INFO] - [E:473| 400]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 21:49:07,992 - icews14_both - [INFO] - [E:473| 500]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 21:50:10,877 - icews14_both - [INFO] - [E:473| 600]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 21:51:13,750 - icews14_both - [INFO] - [E:473| 700]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 21:52:16,680 - icews14_both - [INFO] - [E:473| 800]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 21:53:19,540 - icews14_both - [INFO] - [E:473| 900]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 21:54:03,780 - icews14_both - [INFO] - [Epoch:473]: Training Loss:0.001487
2023-06-23 21:54:03,993 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 21:54:17,599 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 21:54:30,989 - icews14_both - [INFO] - [Evaluating Epoch 473 valid]:
MRR: Tail : 0.47033, Head : 0.42036, Avg : 0.44535
2023-06-23 21:54:30,989 - icews14_both - [INFO] - [Epoch 473]: Training Loss: 0.0014866, Valid MRR: 0.45498,
2023-06-23 21:54:31,632 - icews14_both - [INFO] - [E:474| 0]: Train Loss:0.0014798, Val MRR:0.45498, icews14_both
2023-06-23 21:55:34,501 - icews14_both - [INFO] - [E:474| 100]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 21:56:37,392 - icews14_both - [INFO] - [E:474| 200]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-23 21:57:40,253 - icews14_both - [INFO] - [E:474| 300]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 21:58:43,132 - icews14_both - [INFO] - [E:474| 400]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both
2023-06-23 21:59:46,010 - icews14_both - [INFO] - [E:474| 500]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 22:00:48,892 - icews14_both - [INFO] - [E:474| 600]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 22:01:51,785 - icews14_both - [INFO] - [E:474| 700]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 22:02:54,670 - icews14_both - [INFO] - [E:474| 800]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 22:03:57,562 - icews14_both - [INFO] - [E:474| 900]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 22:04:41,778 - icews14_both - [INFO] - [Epoch:474]: Training Loss:0.001487
2023-06-23 22:04:41,991 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 22:04:55,602 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 22:05:08,986 - icews14_both - [INFO] - [Evaluating Epoch 474 valid]:
MRR: Tail : 0.47258, Head : 0.4257, Avg : 0.44914
2023-06-23 22:05:08,986 - icews14_both - [INFO] - [Epoch 474]: Training Loss: 0.0014866, Valid MRR: 0.45498,
2023-06-23 22:05:09,625 - icews14_both - [INFO] - [E:475| 0]: Train Loss:0.0015021, Val MRR:0.45498, icews14_both
2023-06-23 22:06:12,502 - icews14_both - [INFO] - [E:475| 100]: Train Loss:0.0014871, Val MRR:0.45498, icews14_both
2023-06-23 22:07:15,406 - icews14_both - [INFO] - [E:475| 200]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 22:08:18,286 - icews14_both - [INFO] - [E:475| 300]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 22:09:21,159 - icews14_both - [INFO] - [E:475| 400]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 22:10:24,047 - icews14_both - [INFO] - [E:475| 500]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 22:11:26,918 - icews14_both - [INFO] - [E:475| 600]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 22:12:29,800 - icews14_both - [INFO] - [E:475| 700]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 22:13:32,663 - icews14_both - [INFO] - [E:475| 800]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 22:14:35,554 - icews14_both - [INFO] - [E:475| 900]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 22:15:19,750 - icews14_both - [INFO] - [Epoch:475]: Training Loss:0.001487
2023-06-23 22:15:19,962 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 22:15:33,563 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 22:15:46,949 - icews14_both - [INFO] - [Evaluating Epoch 475 valid]:
MRR: Tail : 0.47236, Head : 0.42338, Avg : 0.44787
2023-06-23 22:15:46,949 - icews14_both - [INFO] - [Epoch 475]: Training Loss: 0.0014868, Valid MRR: 0.45498,
2023-06-23 22:15:47,587 - icews14_both - [INFO] - [E:476| 0]: Train Loss:0.0014791, Val MRR:0.45498, icews14_both
2023-06-23 22:16:50,478 - icews14_both - [INFO] - [E:476| 100]: Train Loss:0.001487, Val MRR:0.45498, icews14_both
2023-06-23 22:17:53,373 - icews14_both - [INFO] - [E:476| 200]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both
2023-06-23 22:18:56,244 - icews14_both - [INFO] - [E:476| 300]: Train Loss:0.001487, Val MRR:0.45498, icews14_both
2023-06-23 22:19:59,144 - icews14_both - [INFO] - [E:476| 400]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 22:21:02,012 - icews14_both - [INFO] - [E:476| 500]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 22:22:04,862 - icews14_both - [INFO] - [E:476| 600]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 22:23:07,739 - icews14_both - [INFO] - [E:476| 700]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 22:24:10,619 - icews14_both - [INFO] - [E:476| 800]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both
2023-06-23 22:25:13,503 - icews14_both - [INFO] - [E:476| 900]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both
2023-06-23 22:25:57,698 - icews14_both - [INFO] - [Epoch:476]: Training Loss:0.001487
2023-06-23 22:25:57,912 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 22:26:11,526 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 22:26:24,910 - icews14_both - [INFO] - [Evaluating Epoch 476 valid]:
MRR: Tail : 0.47028, Head : 0.42208, Avg : 0.44618
2023-06-23 22:26:24,910 - icews14_both - [INFO] - [Epoch 476]: Training Loss: 0.0014867, Valid MRR: 0.45498,
2023-06-23 22:26:25,548 - icews14_both - [INFO] - [E:477| 0]: Train Loss:0.00148, Val MRR:0.45498, icews14_both
2023-06-23 22:27:28,398 - icews14_both - [INFO] - [E:477| 100]: Train Loss:0.0014872, Val MRR:0.45498, icews14_both
2023-06-23 22:28:31,269 - icews14_both - [INFO] - [E:477| 200]: Train Loss:0.001487, Val MRR:0.45498, icews14_both
2023-06-23 22:29:34,130 - icews14_both - [INFO] - [E:477| 300]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both
2023-06-23 22:30:37,008 - icews14_both - [INFO] - [E:477| 400]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 22:31:39,899 - icews14_both - [INFO] - [E:477| 500]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-23 22:32:42,781 - icews14_both - [INFO] - [E:477| 600]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-23 22:33:45,676 - icews14_both - [INFO] - [E:477| 700]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 22:34:48,558 - icews14_both - [INFO] - [E:477| 800]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 22:35:51,447 - icews14_both - [INFO] - [E:477| 900]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 22:36:35,654 - icews14_both - [INFO] - [Epoch:477]: Training Loss:0.001486
2023-06-23 22:36:35,867 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 22:36:49,466 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 22:37:02,858 - icews14_both - [INFO] - [Evaluating Epoch 477 valid]:
MRR: Tail : 0.47446, Head : 0.42541, Avg : 0.44993
2023-06-23 22:37:02,858 - icews14_both - [INFO] - [Epoch 477]: Training Loss: 0.0014865, Valid MRR: 0.45498,
2023-06-23 22:37:03,495 - icews14_both - [INFO] - [E:478| 0]: Train Loss:0.0014851, Val MRR:0.45498, icews14_both
2023-06-23 22:38:06,363 - icews14_both - [INFO] - [E:478| 100]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-23 22:39:09,262 - icews14_both - [INFO] - [E:478| 200]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both
2023-06-23 22:40:12,164 - icews14_both - [INFO] - [E:478| 300]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both
2023-06-23 22:41:15,059 - icews14_both - [INFO] - [E:478| 400]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both
2023-06-23 22:42:17,931 - icews14_both - [INFO] - [E:478| 500]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 22:43:20,831 - icews14_both - [INFO] - [E:478| 600]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 22:44:23,713 - icews14_both - [INFO] - [E:478| 700]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 22:45:26,601 - icews14_both - [INFO] - [E:478| 800]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 22:46:29,471 - icews14_both - [INFO] - [E:478| 900]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 22:47:13,698 - icews14_both - [INFO] - [Epoch:478]: Training Loss:0.001486
2023-06-23 22:47:13,911 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 22:47:27,524 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 22:47:40,916 - icews14_both - [INFO] - [Evaluating Epoch 478 valid]:
MRR: Tail : 0.4716, Head : 0.42387, Avg : 0.44773
2023-06-23 22:47:40,916 - icews14_both - [INFO] - [Epoch 478]: Training Loss: 0.0014865, Valid MRR: 0.45498,
2023-06-23 22:47:41,552 - icews14_both - [INFO] - [E:479| 0]: Train Loss:0.001488, Val MRR:0.45498, icews14_both
2023-06-23 22:48:44,445 - icews14_both - [INFO] - [E:479| 100]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both
2023-06-23 22:49:47,310 - icews14_both - [INFO] - [E:479| 200]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 22:50:50,189 - icews14_both - [INFO] - [E:479| 300]: Train Loss:0.0014869, Val MRR:0.45498, icews14_both
2023-06-23 22:51:53,084 - icews14_both - [INFO] - [E:479| 400]: Train Loss:0.0014868, Val MRR:0.45498, icews14_both
2023-06-23 22:52:55,974 - icews14_both - [INFO] - [E:479| 500]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 22:53:58,838 - icews14_both - [INFO] - [E:479| 600]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 22:55:01,731 - icews14_both - [INFO] - [E:479| 700]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 22:56:04,595 - icews14_both - [INFO] - [E:479| 800]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 22:57:07,476 - icews14_both - [INFO] - [E:479| 900]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 22:57:51,688 - icews14_both - [INFO] - [Epoch:479]: Training Loss:0.001486
2023-06-23 22:57:51,902 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 22:58:05,504 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 22:58:18,898 - icews14_both - [INFO] - [Evaluating Epoch 479 valid]:
MRR: Tail : 0.47662, Head : 0.4273, Avg : 0.45196
MR: Tail : 568.31, Head : 627.31, Avg : 597.81
Hit-1: Tail : 0.39753, Head : 0.3481, Avg : 0.37282
Hit-3: Tail : 0.5202, Head : 0.46552, Avg : 0.49286
Hit-10: Tail : 0.6209, Head : 0.57793, Avg : 0.59941
2023-06-23 22:58:18,898 - icews14_both - [INFO] - [Epoch 479]: Training Loss: 0.0014864, Valid MRR: 0.45498,
2023-06-23 22:58:19,536 - icews14_both - [INFO] - [E:480| 0]: Train Loss:0.0014843, Val MRR:0.45498, icews14_both
2023-06-23 22:59:22,395 - icews14_both - [INFO] - [E:480| 100]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-23 23:00:25,268 - icews14_both - [INFO] - [E:480| 200]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-23 23:01:28,136 - icews14_both - [INFO] - [E:480| 300]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both
2023-06-23 23:02:31,009 - icews14_both - [INFO] - [E:480| 400]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 23:03:33,914 - icews14_both - [INFO] - [E:480| 500]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 23:04:36,834 - icews14_both - [INFO] - [E:480| 600]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 23:05:39,725 - icews14_both - [INFO] - [E:480| 700]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-23 23:06:42,601 - icews14_both - [INFO] - [E:480| 800]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 23:07:45,501 - icews14_both - [INFO] - [E:480| 900]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 23:08:29,739 - icews14_both - [INFO] - [Epoch:480]: Training Loss:0.001486
2023-06-23 23:08:29,953 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 23:08:43,565 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 23:08:56,956 - icews14_both - [INFO] - [Evaluating Epoch 480 valid]:
MRR: Tail : 0.47488, Head : 0.42704, Avg : 0.45096
2023-06-23 23:08:56,957 - icews14_both - [INFO] - [Epoch 480]: Training Loss: 0.0014864, Valid MRR: 0.45498,
2023-06-23 23:08:57,596 - icews14_both - [INFO] - [E:481| 0]: Train Loss:0.0014816, Val MRR:0.45498, icews14_both
2023-06-23 23:10:00,483 - icews14_both - [INFO] - [E:481| 100]: Train Loss:0.0014866, Val MRR:0.45498, icews14_both
2023-06-23 23:11:03,357 - icews14_both - [INFO] - [E:481| 200]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-23 23:12:06,253 - icews14_both - [INFO] - [E:481| 300]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-23 23:13:09,126 - icews14_both - [INFO] - [E:481| 400]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-23 23:14:12,007 - icews14_both - [INFO] - [E:481| 500]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both
2023-06-23 23:15:14,891 - icews14_both - [INFO] - [E:481| 600]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both
2023-06-23 23:16:17,785 - icews14_both - [INFO] - [E:481| 700]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 23:17:20,657 - icews14_both - [INFO] - [E:481| 800]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 23:18:23,552 - icews14_both - [INFO] - [E:481| 900]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 23:19:07,768 - icews14_both - [INFO] - [Epoch:481]: Training Loss:0.001486
2023-06-23 23:19:07,982 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 23:19:21,581 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 23:19:34,972 - icews14_both - [INFO] - [Evaluating Epoch 481 valid]:
MRR: Tail : 0.4757, Head : 0.42433, Avg : 0.45002
2023-06-23 23:19:34,972 - icews14_both - [INFO] - [Epoch 481]: Training Loss: 0.0014865, Valid MRR: 0.45498,
2023-06-23 23:19:35,610 - icews14_both - [INFO] - [E:482| 0]: Train Loss:0.0014962, Val MRR:0.45498, icews14_both
2023-06-23 23:20:38,492 - icews14_both - [INFO] - [E:482| 100]: Train Loss:0.0014852, Val MRR:0.45498, icews14_both
2023-06-23 23:21:41,384 - icews14_both - [INFO] - [E:482| 200]: Train Loss:0.0014855, Val MRR:0.45498, icews14_both
2023-06-23 23:22:44,247 - icews14_both - [INFO] - [E:482| 300]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both
2023-06-23 23:23:47,112 - icews14_both - [INFO] - [E:482| 400]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both
2023-06-23 23:24:49,968 - icews14_both - [INFO] - [E:482| 500]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-23 23:25:52,859 - icews14_both - [INFO] - [E:482| 600]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-23 23:26:55,745 - icews14_both - [INFO] - [E:482| 700]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-23 23:27:58,591 - icews14_both - [INFO] - [E:482| 800]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-23 23:29:01,487 - icews14_both - [INFO] - [E:482| 900]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both
2023-06-23 23:29:45,684 - icews14_both - [INFO] - [Epoch:482]: Training Loss:0.001486
2023-06-23 23:29:45,896 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 23:29:59,514 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 23:30:12,903 - icews14_both - [INFO] - [Evaluating Epoch 482 valid]:
MRR: Tail : 0.47731, Head : 0.4274, Avg : 0.45235
2023-06-23 23:30:12,903 - icews14_both - [INFO] - [Epoch 482]: Training Loss: 0.0014863, Valid MRR: 0.45498,
2023-06-23 23:30:13,542 - icews14_both - [INFO] - [E:483| 0]: Train Loss:0.00148, Val MRR:0.45498, icews14_both
2023-06-23 23:31:16,406 - icews14_both - [INFO] - [E:483| 100]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-23 23:32:19,282 - icews14_both - [INFO] - [E:483| 200]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-23 23:33:22,168 - icews14_both - [INFO] - [E:483| 300]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 23:34:25,035 - icews14_both - [INFO] - [E:483| 400]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 23:35:27,918 - icews14_both - [INFO] - [E:483| 500]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 23:36:30,795 - icews14_both - [INFO] - [E:483| 600]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 23:37:33,662 - icews14_both - [INFO] - [E:483| 700]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both
2023-06-23 23:38:36,524 - icews14_both - [INFO] - [E:483| 800]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 23:39:39,410 - icews14_both - [INFO] - [E:483| 900]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 23:40:23,614 - icews14_both - [INFO] - [Epoch:483]: Training Loss:0.001486
2023-06-23 23:40:23,827 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 23:40:37,433 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 23:40:50,825 - icews14_both - [INFO] - [Evaluating Epoch 483 valid]:
MRR: Tail : 0.47452, Head : 0.42332, Avg : 0.44892
2023-06-23 23:40:50,825 - icews14_both - [INFO] - [Epoch 483]: Training Loss: 0.0014863, Valid MRR: 0.45498,
2023-06-23 23:40:51,464 - icews14_both - [INFO] - [E:484| 0]: Train Loss:0.0014808, Val MRR:0.45498, icews14_both
2023-06-23 23:41:54,323 - icews14_both - [INFO] - [E:484| 100]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-23 23:42:57,213 - icews14_both - [INFO] - [E:484| 200]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-23 23:44:00,076 - icews14_both - [INFO] - [E:484| 300]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-23 23:45:02,921 - icews14_both - [INFO] - [E:484| 400]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-23 23:46:05,757 - icews14_both - [INFO] - [E:484| 500]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 23:47:08,602 - icews14_both - [INFO] - [E:484| 600]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-23 23:48:11,469 - icews14_both - [INFO] - [E:484| 700]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both
2023-06-23 23:49:14,284 - icews14_both - [INFO] - [E:484| 800]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 23:50:17,095 - icews14_both - [INFO] - [E:484| 900]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-23 23:51:01,284 - icews14_both - [INFO] - [Epoch:484]: Training Loss:0.001486
2023-06-23 23:51:01,498 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-23 23:51:15,102 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-23 23:51:28,485 - icews14_both - [INFO] - [Evaluating Epoch 484 valid]:
MRR: Tail : 0.47397, Head : 0.42397, Avg : 0.44897
2023-06-23 23:51:28,485 - icews14_both - [INFO] - [Epoch 484]: Training Loss: 0.0014863, Valid MRR: 0.45498,
2023-06-23 23:51:29,124 - icews14_both - [INFO] - [E:485| 0]: Train Loss:0.0014895, Val MRR:0.45498, icews14_both
2023-06-23 23:52:31,968 - icews14_both - [INFO] - [E:485| 100]: Train Loss:0.0014855, Val MRR:0.45498, icews14_both
2023-06-23 23:53:34,785 - icews14_both - [INFO] - [E:485| 200]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-23 23:54:37,603 - icews14_both - [INFO] - [E:485| 300]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both
2023-06-23 23:55:40,433 - icews14_both - [INFO] - [E:485| 400]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-23 23:56:43,256 - icews14_both - [INFO] - [E:485| 500]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-23 23:57:46,062 - icews14_both - [INFO] - [E:485| 600]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-23 23:58:48,878 - icews14_both - [INFO] - [E:485| 700]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-23 23:59:51,690 - icews14_both - [INFO] - [E:485| 800]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-24 00:00:54,542 - icews14_both - [INFO] - [E:485| 900]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-24 00:01:38,723 - icews14_both - [INFO] - [Epoch:485]: Training Loss:0.001486
2023-06-24 00:01:38,936 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-24 00:01:52,533 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-24 00:02:05,923 - icews14_both - [INFO] - [Evaluating Epoch 485 valid]:
MRR: Tail : 0.47445, Head : 0.42514, Avg : 0.4498
2023-06-24 00:02:05,923 - icews14_both - [INFO] - [Epoch 485]: Training Loss: 0.0014861, Valid MRR: 0.45498,
2023-06-24 00:02:06,561 - icews14_both - [INFO] - [E:486| 0]: Train Loss:0.0014841, Val MRR:0.45498, icews14_both
2023-06-24 00:03:09,391 - icews14_both - [INFO] - [E:486| 100]: Train Loss:0.0014853, Val MRR:0.45498, icews14_both
2023-06-24 00:04:12,230 - icews14_both - [INFO] - [E:486| 200]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-24 00:05:15,043 - icews14_both - [INFO] - [E:486| 300]: Train Loss:0.0014854, Val MRR:0.45498, icews14_both
2023-06-24 00:06:17,867 - icews14_both - [INFO] - [E:486| 400]: Train Loss:0.0014855, Val MRR:0.45498, icews14_both
2023-06-24 00:07:20,689 - icews14_both - [INFO] - [E:486| 500]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both
2023-06-24 00:08:23,517 - icews14_both - [INFO] - [E:486| 600]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-24 00:09:26,341 - icews14_both - [INFO] - [E:486| 700]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-24 00:10:29,162 - icews14_both - [INFO] - [E:486| 800]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 00:11:31,989 - icews14_both - [INFO] - [E:486| 900]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 00:12:16,181 - icews14_both - [INFO] - [Epoch:486]: Training Loss:0.001486
2023-06-24 00:12:16,393 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-24 00:12:29,995 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-24 00:12:43,388 - icews14_both - [INFO] - [Evaluating Epoch 486 valid]:
MRR: Tail : 0.47713, Head : 0.42732, Avg : 0.45223
2023-06-24 00:12:43,389 - icews14_both - [INFO] - [Epoch 486]: Training Loss: 0.001486, Valid MRR: 0.45498,
2023-06-24 00:12:44,026 - icews14_both - [INFO] - [E:487| 0]: Train Loss:0.0014893, Val MRR:0.45498, icews14_both
2023-06-24 00:13:46,846 - icews14_both - [INFO] - [E:487| 100]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-24 00:14:49,666 - icews14_both - [INFO] - [E:487| 200]: Train Loss:0.0014852, Val MRR:0.45498, icews14_both
2023-06-24 00:15:52,480 - icews14_both - [INFO] - [E:487| 300]: Train Loss:0.0014852, Val MRR:0.45498, icews14_both
2023-06-24 00:16:55,308 - icews14_both - [INFO] - [E:487| 400]: Train Loss:0.0014853, Val MRR:0.45498, icews14_both
2023-06-24 00:17:58,145 - icews14_both - [INFO] - [E:487| 500]: Train Loss:0.0014854, Val MRR:0.45498, icews14_both
2023-06-24 00:19:00,965 - icews14_both - [INFO] - [E:487| 600]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both
2023-06-24 00:20:03,769 - icews14_both - [INFO] - [E:487| 700]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-24 00:21:06,616 - icews14_both - [INFO] - [E:487| 800]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 00:22:09,451 - icews14_both - [INFO] - [E:487| 900]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-24 00:22:53,627 - icews14_both - [INFO] - [Epoch:487]: Training Loss:0.001486
2023-06-24 00:22:53,840 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-24 00:23:07,439 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-24 00:23:20,822 - icews14_both - [INFO] - [Evaluating Epoch 487 valid]:
MRR: Tail : 0.47391, Head : 0.42715, Avg : 0.45053
2023-06-24 00:23:20,822 - icews14_both - [INFO] - [Epoch 487]: Training Loss: 0.0014862, Valid MRR: 0.45498,
2023-06-24 00:23:21,467 - icews14_both - [INFO] - [E:488| 0]: Train Loss:0.0015054, Val MRR:0.45498, icews14_both
2023-06-24 00:24:24,275 - icews14_both - [INFO] - [E:488| 100]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-24 00:25:27,108 - icews14_both - [INFO] - [E:488| 200]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-24 00:26:29,943 - icews14_both - [INFO] - [E:488| 300]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-24 00:27:32,784 - icews14_both - [INFO] - [E:488| 400]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 00:28:35,603 - icews14_both - [INFO] - [E:488| 500]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-24 00:29:38,409 - icews14_both - [INFO] - [E:488| 600]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-24 00:30:41,229 - icews14_both - [INFO] - [E:488| 700]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-24 00:31:44,053 - icews14_both - [INFO] - [E:488| 800]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both
2023-06-24 00:32:46,873 - icews14_both - [INFO] - [E:488| 900]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-24 00:33:31,020 - icews14_both - [INFO] - [Epoch:488]: Training Loss:0.001486
2023-06-24 00:33:31,233 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-24 00:33:44,840 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-24 00:33:58,233 - icews14_both - [INFO] - [Evaluating Epoch 488 valid]:
MRR: Tail : 0.47709, Head : 0.4246, Avg : 0.45084
2023-06-24 00:33:58,233 - icews14_both - [INFO] - [Epoch 488]: Training Loss: 0.0014861, Valid MRR: 0.45498,
2023-06-24 00:33:58,869 - icews14_both - [INFO] - [E:489| 0]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-24 00:35:01,715 - icews14_both - [INFO] - [E:489| 100]: Train Loss:0.0014851, Val MRR:0.45498, icews14_both
2023-06-24 00:36:04,582 - icews14_both - [INFO] - [E:489| 200]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-24 00:37:07,422 - icews14_both - [INFO] - [E:489| 300]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both
2023-06-24 00:38:10,259 - icews14_both - [INFO] - [E:489| 400]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 00:39:13,077 - icews14_both - [INFO] - [E:489| 500]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 00:40:15,892 - icews14_both - [INFO] - [E:489| 600]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 00:41:18,733 - icews14_both - [INFO] - [E:489| 700]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-24 00:42:21,524 - icews14_both - [INFO] - [E:489| 800]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-24 00:43:24,353 - icews14_both - [INFO] - [E:489| 900]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 00:44:08,567 - icews14_both - [INFO] - [Epoch:489]: Training Loss:0.001486
2023-06-24 00:44:08,779 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-24 00:44:22,376 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-24 00:44:35,774 - icews14_both - [INFO] - [Evaluating Epoch 489 valid]:
MRR: Tail : 0.47406, Head : 0.4255, Avg : 0.44978
MR: Tail : 583.22, Head : 642.37, Avg : 612.8
Hit-1: Tail : 0.39534, Head : 0.34749, Avg : 0.37141
Hit-3: Tail : 0.51459, Head : 0.4621, Avg : 0.48834
Hit-10: Tail : 0.61821, Head : 0.57525, Avg : 0.59673
2023-06-24 00:44:35,774 - icews14_both - [INFO] - [Epoch 489]: Training Loss: 0.0014861, Valid MRR: 0.45498,
2023-06-24 00:44:36,411 - icews14_both - [INFO] - [E:490| 0]: Train Loss:0.0014887, Val MRR:0.45498, icews14_both
2023-06-24 00:45:39,254 - icews14_both - [INFO] - [E:490| 100]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both
2023-06-24 00:46:42,113 - icews14_both - [INFO] - [E:490| 200]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 00:47:44,946 - icews14_both - [INFO] - [E:490| 300]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both
2023-06-24 00:48:47,760 - icews14_both - [INFO] - [E:490| 400]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 00:49:50,599 - icews14_both - [INFO] - [E:490| 500]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-24 00:50:53,412 - icews14_both - [INFO] - [E:490| 600]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-24 00:51:56,231 - icews14_both - [INFO] - [E:490| 700]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both
2023-06-24 00:52:59,070 - icews14_both - [INFO] - [E:490| 800]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both
2023-06-24 00:54:01,892 - icews14_both - [INFO] - [E:490| 900]: Train Loss:0.0014862, Val MRR:0.45498, icews14_both
2023-06-24 00:54:46,076 - icews14_both - [INFO] - [Epoch:490]: Training Loss:0.001486
2023-06-24 00:54:46,289 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-24 00:54:59,898 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-24 00:55:13,284 - icews14_both - [INFO] - [Evaluating Epoch 490 valid]:
MRR: Tail : 0.47359, Head : 0.42462, Avg : 0.44911
2023-06-24 00:55:13,285 - icews14_both - [INFO] - [Epoch 490]: Training Loss: 0.0014862, Valid MRR: 0.45498,
2023-06-24 00:55:13,929 - icews14_both - [INFO] - [E:491| 0]: Train Loss:0.0014799, Val MRR:0.45498, icews14_both
2023-06-24 00:56:16,760 - icews14_both - [INFO] - [E:491| 100]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-24 00:57:19,554 - icews14_both - [INFO] - [E:491| 200]: Train Loss:0.0014854, Val MRR:0.45498, icews14_both
2023-06-24 00:58:22,366 - icews14_both - [INFO] - [E:491| 300]: Train Loss:0.0014855, Val MRR:0.45498, icews14_both
2023-06-24 00:59:25,193 - icews14_both - [INFO] - [E:491| 400]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-24 01:00:28,046 - icews14_both - [INFO] - [E:491| 500]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 01:01:30,880 - icews14_both - [INFO] - [E:491| 600]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 01:02:33,597 - icews14_both - [INFO] - [E:491| 700]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 01:03:36,356 - icews14_both - [INFO] - [E:491| 800]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 01:04:39,083 - icews14_both - [INFO] - [E:491| 900]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 01:05:23,219 - icews14_both - [INFO] - [Epoch:491]: Training Loss:0.001486
2023-06-24 01:05:23,431 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-24 01:05:37,018 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-24 01:05:50,398 - icews14_both - [INFO] - [Evaluating Epoch 491 valid]:
MRR: Tail : 0.47417, Head : 0.42381, Avg : 0.44899
2023-06-24 01:05:50,398 - icews14_both - [INFO] - [Epoch 491]: Training Loss: 0.0014861, Valid MRR: 0.45498,
2023-06-24 01:05:51,036 - icews14_both - [INFO] - [E:492| 0]: Train Loss:0.0014882, Val MRR:0.45498, icews14_both
2023-06-24 01:06:53,773 - icews14_both - [INFO] - [E:492| 100]: Train Loss:0.0014867, Val MRR:0.45498, icews14_both
2023-06-24 01:07:56,507 - icews14_both - [INFO] - [E:492| 200]: Train Loss:0.0014861, Val MRR:0.45498, icews14_both
2023-06-24 01:08:59,238 - icews14_both - [INFO] - [E:492| 300]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-24 01:10:01,966 - icews14_both - [INFO] - [E:492| 400]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 01:11:04,710 - icews14_both - [INFO] - [E:492| 500]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 01:12:07,448 - icews14_both - [INFO] - [E:492| 600]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 01:13:10,205 - icews14_both - [INFO] - [E:492| 700]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-24 01:14:12,967 - icews14_both - [INFO] - [E:492| 800]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both
2023-06-24 01:15:15,703 - icews14_both - [INFO] - [E:492| 900]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-24 01:15:59,807 - icews14_both - [INFO] - [Epoch:492]: Training Loss:0.001486
2023-06-24 01:16:00,021 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-24 01:16:13,617 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-24 01:16:26,995 - icews14_both - [INFO] - [Evaluating Epoch 492 valid]:
MRR: Tail : 0.47268, Head : 0.42412, Avg : 0.4484
2023-06-24 01:16:26,995 - icews14_both - [INFO] - [Epoch 492]: Training Loss: 0.0014859, Valid MRR: 0.45498,
2023-06-24 01:16:27,631 - icews14_both - [INFO] - [E:493| 0]: Train Loss:0.0014808, Val MRR:0.45498, icews14_both
2023-06-24 01:17:30,352 - icews14_both - [INFO] - [E:493| 100]: Train Loss:0.0014854, Val MRR:0.45498, icews14_both
2023-06-24 01:18:33,094 - icews14_both - [INFO] - [E:493| 200]: Train Loss:0.0014852, Val MRR:0.45498, icews14_both
2023-06-24 01:19:35,846 - icews14_both - [INFO] - [E:493| 300]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both
2023-06-24 01:20:38,575 - icews14_both - [INFO] - [E:493| 400]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-24 01:21:41,318 - icews14_both - [INFO] - [E:493| 500]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-24 01:22:44,049 - icews14_both - [INFO] - [E:493| 600]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both
2023-06-24 01:23:46,791 - icews14_both - [INFO] - [E:493| 700]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-24 01:24:49,538 - icews14_both - [INFO] - [E:493| 800]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-24 01:25:52,263 - icews14_both - [INFO] - [E:493| 900]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-24 01:26:36,390 - icews14_both - [INFO] - [Epoch:493]: Training Loss:0.001486
2023-06-24 01:26:36,602 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-24 01:26:50,199 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-24 01:27:03,578 - icews14_both - [INFO] - [Evaluating Epoch 493 valid]:
MRR: Tail : 0.47471, Head : 0.42326, Avg : 0.44899
2023-06-24 01:27:03,578 - icews14_both - [INFO] - [Epoch 493]: Training Loss: 0.0014859, Valid MRR: 0.45498,
2023-06-24 01:27:04,216 - icews14_both - [INFO] - [E:494| 0]: Train Loss:0.0014778, Val MRR:0.45498, icews14_both
2023-06-24 01:28:06,964 - icews14_both - [INFO] - [E:494| 100]: Train Loss:0.0014852, Val MRR:0.45498, icews14_both
2023-06-24 01:29:09,688 - icews14_both - [INFO] - [E:494| 200]: Train Loss:0.0014854, Val MRR:0.45498, icews14_both
2023-06-24 01:30:12,404 - icews14_both - [INFO] - [E:494| 300]: Train Loss:0.0014855, Val MRR:0.45498, icews14_both
2023-06-24 01:31:15,139 - icews14_both - [INFO] - [E:494| 400]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-24 01:32:17,870 - icews14_both - [INFO] - [E:494| 500]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-24 01:33:20,587 - icews14_both - [INFO] - [E:494| 600]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-24 01:34:23,329 - icews14_both - [INFO] - [E:494| 700]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-24 01:35:26,044 - icews14_both - [INFO] - [E:494| 800]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-24 01:36:28,799 - icews14_both - [INFO] - [E:494| 900]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-24 01:37:12,913 - icews14_both - [INFO] - [Epoch:494]: Training Loss:0.001486
2023-06-24 01:37:13,126 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-24 01:37:26,723 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-24 01:37:40,104 - icews14_both - [INFO] - [Evaluating Epoch 494 valid]:
MRR: Tail : 0.47404, Head : 0.42779, Avg : 0.45091
2023-06-24 01:37:40,105 - icews14_both - [INFO] - [Epoch 494]: Training Loss: 0.0014859, Valid MRR: 0.45498,
2023-06-24 01:37:40,748 - icews14_both - [INFO] - [E:495| 0]: Train Loss:0.0014853, Val MRR:0.45498, icews14_both
2023-06-24 01:38:43,504 - icews14_both - [INFO] - [E:495| 100]: Train Loss:0.0014853, Val MRR:0.45498, icews14_both
2023-06-24 01:39:46,250 - icews14_both - [INFO] - [E:495| 200]: Train Loss:0.0014855, Val MRR:0.45498, icews14_both
2023-06-24 01:40:48,994 - icews14_both - [INFO] - [E:495| 300]: Train Loss:0.0014854, Val MRR:0.45498, icews14_both
2023-06-24 01:41:51,731 - icews14_both - [INFO] - [E:495| 400]: Train Loss:0.0014854, Val MRR:0.45498, icews14_both
2023-06-24 01:42:54,458 - icews14_both - [INFO] - [E:495| 500]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-24 01:43:57,199 - icews14_both - [INFO] - [E:495| 600]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-24 01:44:59,944 - icews14_both - [INFO] - [E:495| 700]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-24 01:46:02,675 - icews14_both - [INFO] - [E:495| 800]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-24 01:47:05,395 - icews14_both - [INFO] - [E:495| 900]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both
2023-06-24 01:47:49,517 - icews14_both - [INFO] - [Epoch:495]: Training Loss:0.001486
2023-06-24 01:47:49,730 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-24 01:48:03,319 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-24 01:48:16,700 - icews14_both - [INFO] - [Evaluating Epoch 495 valid]:
MRR: Tail : 0.47333, Head : 0.42376, Avg : 0.44854
2023-06-24 01:48:16,700 - icews14_both - [INFO] - [Epoch 495]: Training Loss: 0.0014857, Valid MRR: 0.45498,
2023-06-24 01:48:17,338 - icews14_both - [INFO] - [E:496| 0]: Train Loss:0.0014837, Val MRR:0.45498, icews14_both
2023-06-24 01:49:20,078 - icews14_both - [INFO] - [E:496| 100]: Train Loss:0.0014848, Val MRR:0.45498, icews14_both
2023-06-24 01:50:22,809 - icews14_both - [INFO] - [E:496| 200]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both
2023-06-24 01:51:25,579 - icews14_both - [INFO] - [E:496| 300]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both
2023-06-24 01:52:28,327 - icews14_both - [INFO] - [E:496| 400]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-24 01:53:31,066 - icews14_both - [INFO] - [E:496| 500]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both
2023-06-24 01:54:33,847 - icews14_both - [INFO] - [E:496| 600]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-24 01:55:36,597 - icews14_both - [INFO] - [E:496| 700]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both
2023-06-24 01:56:39,336 - icews14_both - [INFO] - [E:496| 800]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-24 01:57:42,098 - icews14_both - [INFO] - [E:496| 900]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-24 01:58:26,194 - icews14_both - [INFO] - [Epoch:496]: Training Loss:0.001486
2023-06-24 01:58:26,407 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-24 01:58:40,009 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-24 01:58:53,374 - icews14_both - [INFO] - [Evaluating Epoch 496 valid]:
MRR: Tail : 0.47405, Head : 0.42603, Avg : 0.45004
2023-06-24 01:58:53,374 - icews14_both - [INFO] - [Epoch 496]: Training Loss: 0.0014858, Valid MRR: 0.45498,
2023-06-24 01:58:54,012 - icews14_both - [INFO] - [E:497| 0]: Train Loss:0.0014808, Val MRR:0.45498, icews14_both
2023-06-24 01:59:56,751 - icews14_both - [INFO] - [E:497| 100]: Train Loss:0.001485, Val MRR:0.45498, icews14_both
2023-06-24 02:00:59,475 - icews14_both - [INFO] - [E:497| 200]: Train Loss:0.0014854, Val MRR:0.45498, icews14_both
2023-06-24 02:02:02,212 - icews14_both - [INFO] - [E:497| 300]: Train Loss:0.0014854, Val MRR:0.45498, icews14_both
2023-06-24 02:03:04,951 - icews14_both - [INFO] - [E:497| 400]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-24 02:04:07,677 - icews14_both - [INFO] - [E:497| 500]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-24 02:05:10,393 - icews14_both - [INFO] - [E:497| 600]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-24 02:06:13,124 - icews14_both - [INFO] - [E:497| 700]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both
2023-06-24 02:07:15,840 - icews14_both - [INFO] - [E:497| 800]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-24 02:08:18,575 - icews14_both - [INFO] - [E:497| 900]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-24 02:09:02,694 - icews14_both - [INFO] - [Epoch:497]: Training Loss:0.001486
2023-06-24 02:09:02,906 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-24 02:09:16,493 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-24 02:09:29,871 - icews14_both - [INFO] - [Evaluating Epoch 497 valid]:
MRR: Tail : 0.47431, Head : 0.42447, Avg : 0.44939
2023-06-24 02:09:29,871 - icews14_both - [INFO] - [Epoch 497]: Training Loss: 0.0014858, Valid MRR: 0.45498,
2023-06-24 02:09:30,509 - icews14_both - [INFO] - [E:498| 0]: Train Loss:0.0014807, Val MRR:0.45498, icews14_both
2023-06-24 02:10:33,256 - icews14_both - [INFO] - [E:498| 100]: Train Loss:0.0014864, Val MRR:0.45498, icews14_both
2023-06-24 02:11:35,982 - icews14_both - [INFO] - [E:498| 200]: Train Loss:0.0014865, Val MRR:0.45498, icews14_both
2023-06-24 02:12:38,710 - icews14_both - [INFO] - [E:498| 300]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 02:13:41,434 - icews14_both - [INFO] - [E:498| 400]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 02:14:44,141 - icews14_both - [INFO] - [E:498| 500]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-24 02:15:46,871 - icews14_both - [INFO] - [E:498| 600]: Train Loss:0.0014855, Val MRR:0.45498, icews14_both
2023-06-24 02:16:49,598 - icews14_both - [INFO] - [E:498| 700]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-24 02:17:52,325 - icews14_both - [INFO] - [E:498| 800]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-24 02:18:55,074 - icews14_both - [INFO] - [E:498| 900]: Train Loss:0.0014857, Val MRR:0.45498, icews14_both
2023-06-24 02:19:39,161 - icews14_both - [INFO] - [Epoch:498]: Training Loss:0.001486
2023-06-24 02:19:39,375 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-24 02:19:52,976 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-24 02:20:06,357 - icews14_both - [INFO] - [Evaluating Epoch 498 valid]:
MRR: Tail : 0.4747, Head : 0.42655, Avg : 0.45062
2023-06-24 02:20:06,357 - icews14_both - [INFO] - [Epoch 498]: Training Loss: 0.0014857, Valid MRR: 0.45498,
2023-06-24 02:20:06,994 - icews14_both - [INFO] - [E:499| 0]: Train Loss:0.0014814, Val MRR:0.45498, icews14_both
2023-06-24 02:21:09,756 - icews14_both - [INFO] - [E:499| 100]: Train Loss:0.0014863, Val MRR:0.45498, icews14_both
2023-06-24 02:22:12,505 - icews14_both - [INFO] - [E:499| 200]: Train Loss:0.0014856, Val MRR:0.45498, icews14_both
2023-06-24 02:23:15,239 - icews14_both - [INFO] - [E:499| 300]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-24 02:24:17,961 - icews14_both - [INFO] - [E:499| 400]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-24 02:25:20,688 - icews14_both - [INFO] - [E:499| 500]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 02:26:23,409 - icews14_both - [INFO] - [E:499| 600]: Train Loss:0.001486, Val MRR:0.45498, icews14_both
2023-06-24 02:27:26,168 - icews14_both - [INFO] - [E:499| 700]: Train Loss:0.0014859, Val MRR:0.45498, icews14_both
2023-06-24 02:28:28,907 - icews14_both - [INFO] - [E:499| 800]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-24 02:29:31,617 - icews14_both - [INFO] - [E:499| 900]: Train Loss:0.0014858, Val MRR:0.45498, icews14_both
2023-06-24 02:30:15,744 - icews14_both - [INFO] - [Epoch:499]: Training Loss:0.001486
2023-06-24 02:30:15,957 - icews14_both - [INFO] - [Valid, Tail_Batch Step 0] icews14_both
2023-06-24 02:30:29,541 - icews14_both - [INFO] - [Valid, Head_Batch Step 0] icews14_both
2023-06-24 02:30:42,914 - icews14_both - [INFO] - [Evaluating Epoch 499 valid]:
MRR: Tail : 0.47644, Head : 0.4244, Avg : 0.45042
MR: Tail : 591.4, Head : 651.61, Avg : 621.51
Hit-1: Tail : 0.39876, Head : 0.34566, Avg : 0.37221
Hit-3: Tail : 0.51813, Head : 0.46235, Avg : 0.49024
Hit-10: Tail : 0.61626, Head : 0.57183, Avg : 0.59404
2023-06-24 02:30:42,914 - icews14_both - [INFO] - [Epoch 499]: Training Loss: 0.0014859, Valid MRR: 0.45498,
2023-06-24 02:30:42,914 - icews14_both - [INFO] - Loading best model, evaluating on test data
2023-06-24 02:30:43,633 - icews14_both - [INFO] - [Test, Tail_Batch Step 0] icews14_both
2023-06-24 02:30:57,258 - icews14_both - [INFO] - [Test, Head_Batch Step 0] icews14_both
2023-06-24 02:31:10,676 - icews14_both - [INFO] - [Evaluating Epoch 0 test]:
MRR: Tail : 0.46767, Head : 0.41736, Avg : 0.44252
MR: Tail : 659.95, Head : 693.73, Avg : 676.84
Hit-1: Tail : 0.38586, Head : 0.33414, Avg : 0.36
Hit-3: Tail : 0.51302, Head : 0.45911, Avg : 0.48607
Hit-10: Tail : 0.61657, Head : 0.57824, Avg : 0.59741
Reference in New Issue Copy Permalink